id	sid	tid	token	lemma	pos
geoplanning-72246	1	1	139	139	NUM
geoplanning-72246	1	2	geoplanning	geoplanne	VERB
geoplanning-72246	1	3	journal	journal	NOUN
geoplanning-72246	1	4	of	of	ADP
geoplanning-72246	1	5	geomatics	geomatics	PROPN
geoplanning-72246	1	6	and	and	CCONJ
geoplanning-72246	1	7	planning	planning	NOUN
geoplanning-72246	1	8	geoplanning	geoplanning	NOUN
geoplanning-72246	1	9	:	:	PUNCT
geoplanning-72246	1	10	journal	journal	NOUN
geoplanning-72246	1	11	of	of	ADP
geoplanning-72246	1	12	geomatics	geomatics	PROPN
geoplanning-72246	1	13	and	and	CCONJ
geoplanning-72246	1	14	planning	planning	NOUN
geoplanning-72246	1	15	,	,	PUNCT
geoplanning-72246	1	16	vol	vol	NOUN
geoplanning-72246	1	17	.	.	PROPN
geoplanning-72246	1	18	12	12	NUM
geoplanning-72246	1	19	,	,	PUNCT
geoplanning-72246	1	20	no	no	INTJ
geoplanning-72246	1	21	.	.	NOUN
geoplanning-72246	1	22	1	1	NUM
geoplanning-72246	1	23	,	,	PUNCT
geoplanning-72246	1	24	2025	2025	NUM
geoplanning-72246	1	25	,	,	PUNCT
geoplanning-72246	1	26	139	139	NUM
geoplanning-72246	1	27	158	158	NUM
geoplanning-72246	1	28	original	original	ADJ
geoplanning-72246	1	29	research	research	NOUN
geoplanning-72246	1	30	deep	deep	ADJ
geoplanning-72246	1	31	learning	learning	NOUN
geoplanning-72246	1	32	for	for	ADP
geoplanning-72246	1	33	coastal	coastal	ADJ
geoplanning-72246	1	34	erosion	erosion	NOUN
geoplanning-72246	1	35	assessment	assessment	NOUN
geoplanning-72246	1	36	:	:	PUNCT
geoplanning-72246	1	37	case	case	NOUN
geoplanning-72246	1	38	study	study	NOUN
geoplanning-72246	1	39	of	of	ADP
geoplanning-72246	1	40	vietnam	vietnam	PROPN
geoplanning-72246	1	41	’s	’s	PART
geoplanning-72246	1	42	coastal	coastal	ADJ
geoplanning-72246	1	43	regions	region	NOUN
geoplanning-72246	1	44	huubang	huubang	PROPN
geoplanning-72246	1	45	tran1	tran1	PROPN
geoplanning-72246	1	46	,	,	PUNCT
geoplanning-72246	1	47	honggiang	honggiang	PROPN
geoplanning-72246	1	48	nguyen2	nguyen2	PROPN
geoplanning-72246	1	49	*	*	SYM
geoplanning-72246	1	50	1	1	X
geoplanning-72246	1	51	.	.	X
geoplanning-72246	1	52	institute	institute	PROPN
geoplanning-72246	1	53	of	of	ADP
geoplanning-72246	1	54	architecture	architecture	NOUN
geoplanning-72246	1	55	,	,	PUNCT
geoplanning-72246	1	56	construction	construction	NOUN
geoplanning-72246	1	57	and	and	CCONJ
geoplanning-72246	1	58	transportation	transportation	NOUN
geoplanning-72246	1	59	,	,	PUNCT
geoplanning-72246	1	60	thu	thu	PROPN
geoplanning-72246	1	61	dau	dau	PROPN
geoplanning-72246	1	62	mot	mot	PROPN
geoplanning-72246	1	63	university	university	PROPN
geoplanning-72246	1	64	,	,	PUNCT
geoplanning-72246	1	65	thủ	thủ	PROPN
geoplanning-72246	1	66	dầu	dầu	VERB
geoplanning-72246	1	67	một	một	PROPN
geoplanning-72246	1	68	city	city	PROPN
geoplanning-72246	1	69	5500	5500	NUM
geoplanning-72246	1	70	,	,	PUNCT
geoplanning-72246	1	71	vietnam	vietnam	PROPN
geoplanning-72246	1	72	.	.	PUNCT
geoplanning-72246	2	1	2	2	X
geoplanning-72246	2	2	.	.	X
geoplanning-72246	2	3	institute	institute	PROPN
geoplanning-72246	2	4	of	of	ADP
geoplanning-72246	2	5	testing	testing	NOUN
geoplanning-72246	2	6	and	and	CCONJ
geoplanning-72246	2	7	quality	quality	NOUN
geoplanning-72246	2	8	assurance	assurance	NOUN
geoplanning-72246	2	9	in	in	ADP
geoplanning-72246	2	10	education	education	NOUN
geoplanning-72246	2	11	,	,	PUNCT
geoplanning-72246	2	12	hue	hue	NOUN
geoplanning-72246	2	13	university	university	NOUN
geoplanning-72246	2	14	,	,	PUNCT
geoplanning-72246	2	15	hue	hue	NOUN
geoplanning-72246	2	16	city	city	NOUN
geoplanning-72246	2	17	49000	49000	NUM
geoplanning-72246	2	18	,	,	PUNCT
geoplanning-72246	2	19	viet	viet	PROPN
geoplanning-72246	2	20	nam	nam	NOUN
geoplanning-72246	2	21	doi	doi	PROPN
geoplanning-72246	2	22	:	:	PUNCT
geoplanning-72246	2	23	10.14710	10.14710	NUM
geoplanning-72246	2	24	/	/	SYM
geoplanning-72246	2	25	geoplanning.12.2.139	geoplanning.12.2.139	NUM
geoplanning-72246	2	26	-	-	PUNCT
geoplanning-72246	2	27	158	158	NUM
geoplanning-72246	2	28	abstract	abstract	ADJ
geoplanning-72246	2	29	vietnam	vietnam	PROPN
geoplanning-72246	2	30	’s	’s	PART
geoplanning-72246	2	31	coastal	coastal	ADJ
geoplanning-72246	2	32	erosion	erosion	NOUN
geoplanning-72246	2	33	has	have	AUX
geoplanning-72246	2	34	experienced	experience	VERB
geoplanning-72246	2	35	a	a	DET
geoplanning-72246	2	36	significant	significant	ADJ
geoplanning-72246	2	37	increase	increase	NOUN
geoplanning-72246	2	38	cause	cause	VERB
geoplanning-72246	2	39	climate	climate	NOUN
geoplanning-72246	2	40	change	change	NOUN
geoplanning-72246	2	41	and	and	CCONJ
geoplanning-72246	2	42	anthropogenic	anthropogenic	ADJ
geoplanning-72246	2	43	factors	factor	NOUN
geoplanning-72246	2	44	over	over	ADP
geoplanning-72246	2	45	the	the	DET
geoplanning-72246	2	46	past	past	ADJ
geoplanning-72246	2	47	decade	decade	NOUN
geoplanning-72246	2	48	.	.	PUNCT
geoplanning-72246	3	1	this	this	DET
geoplanning-72246	3	2	study	study	NOUN
geoplanning-72246	3	3	intends	intend	VERB
geoplanning-72246	3	4	to	to	PART
geoplanning-72246	3	5	analyze	analyze	VERB
geoplanning-72246	3	6	the	the	DET
geoplanning-72246	3	7	trends	trend	NOUN
geoplanning-72246	3	8	of	of	ADP
geoplanning-72246	3	9	coastline	coastline	ADJ
geoplanning-72246	3	10	erosion	erosion	NOUN
geoplanning-72246	3	11	,	,	PUNCT
geoplanning-72246	3	12	identify	identify	VERB
geoplanning-72246	3	13	the	the	DET
geoplanning-72246	3	14	factors	factor	NOUN
geoplanning-72246	3	15	that	that	PRON
geoplanning-72246	3	16	drive	drive	VERB
geoplanning-72246	3	17	it	it	PRON
geoplanning-72246	3	18	,	,	PUNCT
geoplanning-72246	3	19	and	and	CCONJ
geoplanning-72246	3	20	utilize	utilize	VERB
geoplanning-72246	3	21	deep	deep	ADJ
geoplanning-72246	3	22	learning	learning	NOUN
geoplanning-72246	3	23	algorithms	algorithm	NOUN
geoplanning-72246	3	24	to	to	PART
geoplanning-72246	3	25	estimate	estimate	VERB
geoplanning-72246	3	26	the	the	DET
geoplanning-72246	3	27	erosion	erosion	NOUN
geoplanning-72246	3	28	risk	risk	NOUN
geoplanning-72246	3	29	in	in	ADP
geoplanning-72246	3	30	the	the	DET
geoplanning-72246	3	31	future	future	NOUN
geoplanning-72246	3	32	.	.	PUNCT
geoplanning-72246	4	1	the	the	DET
geoplanning-72246	4	2	national	national	ADJ
geoplanning-72246	4	3	centre	centre	NOUN
geoplanning-72246	4	4	for	for	ADP
geoplanning-72246	4	5	hydro	hydro	NOUN
geoplanning-72246	4	6	-	-	PUNCT
geoplanning-72246	4	7	meteorological	meteorological	ADJ
geoplanning-72246	4	8	forecasting	forecasting	NOUN
geoplanning-72246	4	9	of	of	ADP
geoplanning-72246	4	10	vietnam	vietnam	PROPN
geoplanning-72246	4	11	,	,	PUNCT
geoplanning-72246	4	12	open	open	ADJ
geoplanning-72246	4	13	development	development	NOUN
geoplanning-72246	4	14	mekong	mekong	NOUN
geoplanning-72246	4	15	,	,	PUNCT
geoplanning-72246	4	16	and	and	CCONJ
geoplanning-72246	4	17	landsat	landsat	PROPN
geoplanning-72246	4	18	8	8	NUM
geoplanning-72246	4	19	oli	oli	PROPN
geoplanning-72246	4	20	/	/	SYM
geoplanning-72246	4	21	tirs	tirs	NOUN
geoplanning-72246	4	22	satellite	satellite	NOUN
geoplanning-72246	4	23	pictures	picture	NOUN
geoplanning-72246	4	24	taken	take	VERB
geoplanning-72246	4	25	between	between	ADP
geoplanning-72246	4	26	the	the	DET
geoplanning-72246	4	27	years	year	NOUN
geoplanning-72246	4	28	2016	2016	NUM
geoplanning-72246	4	29	and	and	CCONJ
geoplanning-72246	4	30	2022	2022	NUM
geoplanning-72246	4	31	are	be	AUX
geoplanning-72246	4	32	the	the	DET
geoplanning-72246	4	33	sources	source	NOUN
geoplanning-72246	4	34	of	of	ADP
geoplanning-72246	4	35	data	datum	NOUN
geoplanning-72246	4	36	for	for	ADP
geoplanning-72246	4	37	the	the	DET
geoplanning-72246	4	38	study	study	NOUN
geoplanning-72246	4	39	,	,	PUNCT
geoplanning-72246	4	40	in	in	ADP
geoplanning-72246	4	41	the	the	DET
geoplanning-72246	4	42	52	52	NUM
geoplanning-72246	4	43	erosion	erosion	NOUN
geoplanning-72246	4	44	prone	prone	ADJ
geoplanning-72246	4	45	locations	location	NOUN
geoplanning-72246	4	46	across	across	ADP
geoplanning-72246	4	47	vietnam	vietnam	PROPN
geoplanning-72246	4	48	’s	’s	PART
geoplanning-72246	4	49	coastlines	coastline	NOUN
geoplanning-72246	4	50	.	.	PUNCT
geoplanning-72246	5	1	the	the	DET
geoplanning-72246	5	2	significant	significant	ADJ
geoplanning-72246	5	3	environmental	environmental	ADJ
geoplanning-72246	5	4	factors	factor	NOUN
geoplanning-72246	5	5	for	for	ADP
geoplanning-72246	5	6	the	the	DET
geoplanning-72246	5	7	model	model	NOUN
geoplanning-72246	5	8	are	be	AUX
geoplanning-72246	5	9	the	the	DET
geoplanning-72246	5	10	height	height	NOUN
geoplanning-72246	5	11	of	of	ADP
geoplanning-72246	5	12	tides	tide	NOUN
geoplanning-72246	5	13	,	,	PUNCT
geoplanning-72246	5	14	waves	wave	NOUN
geoplanning-72246	5	15	,	,	PUNCT
geoplanning-72246	5	16	storm	storm	NOUN
geoplanning-72246	5	17	intensity	intensity	NOUN
geoplanning-72246	5	18	,	,	PUNCT
geoplanning-72246	5	19	soil	soil	NOUN
geoplanning-72246	5	20	porosity	porosity	NOUN
geoplanning-72246	5	21	,	,	PUNCT
geoplanning-72246	5	22	high	high	ADJ
geoplanning-72246	5	23	monsoon	monsoon	NOUN
geoplanning-72246	5	24	rainfall	rainfall	NOUN
geoplanning-72246	5	25	,	,	PUNCT
geoplanning-72246	5	26	sea	sea	NOUN
geoplanning-72246	5	27	level	level	NOUN
geoplanning-72246	5	28	rise	rise	NOUN
geoplanning-72246	5	29	,	,	PUNCT
geoplanning-72246	5	30	temperature	temperature	NOUN
geoplanning-72246	5	31	,	,	PUNCT
geoplanning-72246	5	32	and	and	CCONJ
geoplanning-72246	5	33	coastal	coastal	ADJ
geoplanning-72246	5	34	geomorphology	geomorphology	NOUN
geoplanning-72246	5	35	.	.	PUNCT
geoplanning-72246	6	1	a	a	DET
geoplanning-72246	6	2	pearson	pearson	NOUN
geoplanning-72246	6	3	correlation	correlation	NOUN
geoplanning-72246	6	4	analysis	analysis	NOUN
geoplanning-72246	6	5	indicates	indicate	VERB
geoplanning-72246	6	6	the	the	DET
geoplanning-72246	6	7	strongest	strong	ADJ
geoplanning-72246	6	8	correlation	correlation	NOUN
geoplanning-72246	6	9	between	between	ADP
geoplanning-72246	6	10	storm	storm	NOUN
geoplanning-72246	6	11	intensity	intensity	NOUN
geoplanning-72246	6	12	,	,	PUNCT
geoplanning-72246	6	13	wave	wave	NOUN
geoplanning-72246	6	14	height	height	NOUN
geoplanning-72246	6	15	,	,	PUNCT
geoplanning-72246	6	16	temperature	temperature	NOUN
geoplanning-72246	6	17	alongside	alongside	ADP
geoplanning-72246	6	18	a	a	DET
geoplanning-72246	6	19	strong	strong	ADJ
geoplanning-72246	6	20	negative	negative	ADJ
geoplanning-72246	6	21	correlation	correlation	NOUN
geoplanning-72246	6	22	of	of	ADP
geoplanning-72246	6	23	tidal	tidal	ADJ
geoplanning-72246	6	24	height	height	NOUN
geoplanning-72246	6	25	with	with	ADP
geoplanning-72246	6	26	rainfall	rainfall	NOUN
geoplanning-72246	6	27	and	and	CCONJ
geoplanning-72246	6	28	coastal	coastal	ADJ
geoplanning-72246	6	29	slope	slope	NOUN
geoplanning-72246	6	30	.	.	PUNCT
geoplanning-72246	7	1	accuracy	accuracy	NOUN
geoplanning-72246	7	2	of	of	ADP
geoplanning-72246	7	3	the	the	DET
geoplanning-72246	7	4	forecast	forecast	NOUN
geoplanning-72246	7	5	was	be	AUX
geoplanning-72246	7	6	performed	perform	VERB
geoplanning-72246	7	7	with	with	ADP
geoplanning-72246	7	8	five	five	NUM
geoplanning-72246	7	9	models	model	NOUN
geoplanning-72246	7	10	:	:	PUNCT
geoplanning-72246	7	11	recurrent	recurrent	ADJ
geoplanning-72246	7	12	neural	neural	ADJ
geoplanning-72246	7	13	network	network	NOUN
geoplanning-72246	7	14	(	(	PUNCT
geoplanning-72246	7	15	rnn	rnn	PROPN
geoplanning-72246	7	16	)	)	PUNCT
geoplanning-72246	7	17	,	,	PUNCT
geoplanning-72246	7	18	long	long	ADV
geoplanning-72246	7	19	shortterm	shortterm	PROPN
geoplanning-72246	7	20	memory	memory	NOUN
geoplanning-72246	7	21	network	network	NOUN
geoplanning-72246	7	22	(	(	PUNCT
geoplanning-72246	7	23	lstm	lstm	PROPN
geoplanning-72246	7	24	)	)	PUNCT
geoplanning-72246	7	25	,	,	PUNCT
geoplanning-72246	7	26	bidirectional	bidirectional	ADJ
geoplanning-72246	7	27	long	long	ADJ
geoplanning-72246	7	28	short	short	ADJ
geoplanning-72246	7	29	-	-	PUNCT
geoplanning-72246	7	30	term	term	NOUN
geoplanning-72246	7	31	memory	memory	NOUN
geoplanning-72246	7	32	network	network	NOUN
geoplanning-72246	7	33	(	(	PUNCT
geoplanning-72246	7	34	bilstm	bilstm	NOUN
geoplanning-72246	7	35	)	)	PUNCT
geoplanning-72246	7	36	,	,	PUNCT
geoplanning-72246	7	37	bidirectional	bidirectional	ADJ
geoplanning-72246	7	38	rnn	rnn	PROPN
geoplanning-72246	7	39	(	(	PUNCT
geoplanning-72246	7	40	birnn	birnn	PROPN
geoplanning-72246	7	41	)	)	PUNCT
geoplanning-72246	7	42	,	,	PUNCT
geoplanning-72246	7	43	and	and	CCONJ
geoplanning-72246	7	44	hybrid	hybrid	ADJ
geoplanning-72246	7	45	rnn_lstm	rnn_lstm	NOUN
geoplanning-72246	7	46	.	.	PUNCT
geoplanning-72246	8	1	among	among	ADP
geoplanning-72246	8	2	the	the	DET
geoplanning-72246	8	3	tested	test	VERB
geoplanning-72246	8	4	models	model	NOUN
geoplanning-72246	8	5	,	,	PUNCT
geoplanning-72246	8	6	the	the	DET
geoplanning-72246	8	7	hybrid	hybrid	NOUN
geoplanning-72246	8	8	rnn_lstm	rnn_lstm	NOUN
geoplanning-72246	8	9	outperformed	outperform	VERB
geoplanning-72246	8	10	others	other	NOUN
geoplanning-72246	8	11	,	,	PUNCT
geoplanning-72246	8	12	achieving	achieve	VERB
geoplanning-72246	8	13	r²	r²	NOUN
geoplanning-72246	8	14	and	and	CCONJ
geoplanning-72246	8	15	a	a	DET
geoplanning-72246	8	16	correlation	correlation	NOUN
geoplanning-72246	8	17	coefficient	coefficient	NOUN
geoplanning-72246	8	18	to	to	PART
geoplanning-72246	8	19	gain	gain	VERB
geoplanning-72246	8	20	0.77	0.77	NUM
geoplanning-72246	8	21	and	and	CCONJ
geoplanning-72246	8	22	0.91	0.91	NUM
geoplanning-72246	8	23	,	,	PUNCT
geoplanning-72246	8	24	respectively	respectively	ADV
geoplanning-72246	8	25	,	,	PUNCT
geoplanning-72246	8	26	at	at	ADP
geoplanning-72246	8	27	the	the	DET
geoplanning-72246	8	28	same	same	ADJ
geoplanning-72246	8	29	time	time	NOUN
geoplanning-72246	8	30	,	,	PUNCT
geoplanning-72246	8	31	the	the	DET
geoplanning-72246	8	32	study	study	NOUN
geoplanning-72246	8	33	emphasized	emphasize	VERB
geoplanning-72246	8	34	monsoon	monsoon	NOUN
geoplanning-72246	8	35	winds	wind	NOUN
geoplanning-72246	8	36	,	,	PUNCT
geoplanning-72246	8	37	storms	storm	NOUN
geoplanning-72246	8	38	intensity	intensity	NOUN
geoplanning-72246	8	39	,	,	PUNCT
geoplanning-72246	8	40	and	and	CCONJ
geoplanning-72246	8	41	tidal	tidal	ADJ
geoplanning-72246	8	42	height	height	NOUN
geoplanning-72246	8	43	as	as	ADP
geoplanning-72246	8	44	the	the	DET
geoplanning-72246	8	45	most	most	ADV
geoplanning-72246	8	46	impactful	impactful	ADJ
geoplanning-72246	8	47	parameters	parameter	NOUN
geoplanning-72246	8	48	.	.	PUNCT
geoplanning-72246	9	1	these	these	DET
geoplanning-72246	9	2	findings	finding	NOUN
geoplanning-72246	9	3	can	can	AUX
geoplanning-72246	9	4	form	form	VERB
geoplanning-72246	9	5	the	the	DET
geoplanning-72246	9	6	basis	basis	NOUN
geoplanning-72246	9	7	for	for	ADP
geoplanning-72246	9	8	data	data	NOUN
geoplanning-72246	9	9	-	-	PUNCT
geoplanning-72246	9	10	driven	drive	VERB
geoplanning-72246	9	11	policy	policy	NOUN
geoplanning-72246	9	12	and	and	CCONJ
geoplanning-72246	9	13	management	management	NOUN
geoplanning-72246	9	14	strategies	strategy	NOUN
geoplanning-72246	9	15	to	to	PART
geoplanning-72246	9	16	improve	improve	VERB
geoplanning-72246	9	17	coastal	coastal	ADJ
geoplanning-72246	9	18	resilience	resilience	NOUN
geoplanning-72246	9	19	.	.	PUNCT
geoplanning-72246	10	1	further	further	ADJ
geoplanning-72246	10	2	research	research	NOUN
geoplanning-72246	10	3	should	should	AUX
geoplanning-72246	10	4	consider	consider	VERB
geoplanning-72246	10	5	anthropogenic	anthropogenic	ADJ
geoplanning-72246	10	6	activities	activity	NOUN
geoplanning-72246	10	7	and	and	CCONJ
geoplanning-72246	10	8	land	land	NOUN
geoplanning-72246	10	9	use	use	NOUN
geoplanning-72246	10	10	changes	change	NOUN
geoplanning-72246	10	11	to	to	PART
geoplanning-72246	10	12	expand	expand	VERB
geoplanning-72246	10	13	scope	scope	NOUN
geoplanning-72246	10	14	and	and	CCONJ
geoplanning-72246	10	15	improve	improve	VERB
geoplanning-72246	10	16	model	model	NOUN
geoplanning-72246	10	17	accuracy	accuracy	NOUN
geoplanning-72246	10	18	in	in	ADP
geoplanning-72246	10	19	areas	area	NOUN
geoplanning-72246	10	20	experiencing	experience	VERB
geoplanning-72246	10	21	global	global	ADJ
geoplanning-72246	10	22	erosion	erosion	NOUN
geoplanning-72246	10	23	.	.	PUNCT
geoplanning-72246	11	1	copyright	copyright	NOUN
geoplanning-72246	11	2	©	©	PROPN
geoplanning-72246	11	3	2025	2025	NUM
geoplanning-72246	11	4	by	by	ADP
geoplanning-72246	11	5	authors	author	NOUN
geoplanning-72246	11	6	,	,	PUNCT
geoplanning-72246	11	7	published	publish	VERB
geoplanning-72246	11	8	by	by	ADP
geoplanning-72246	11	9	universitas	universita	NOUN
geoplanning-72246	11	10	diponegoro	diponegoro	PROPN
geoplanning-72246	11	11	publishing	publishing	NOUN
geoplanning-72246	11	12	group	group	NOUN
geoplanning-72246	11	13	.	.	PUNCT
geoplanning-72246	12	1	this	this	DET
geoplanning-72246	12	2	open	open	ADJ
geoplanning-72246	12	3	access	access	NOUN
geoplanning-72246	12	4	article	article	NOUN
geoplanning-72246	12	5	is	be	AUX
geoplanning-72246	12	6	distributed	distribute	VERB
geoplanning-72246	12	7	under	under	ADP
geoplanning-72246	12	8	a	a	DET
geoplanning-72246	12	9	creative	creative	ADJ
geoplanning-72246	12	10	commons	common	NOUN
geoplanning-72246	12	11	attribution	attribution	NOUN
geoplanning-72246	12	12	4.0	4.0	NUM
geoplanning-72246	12	13	international	international	ADJ
geoplanning-72246	12	14	license	license	NOUN
geoplanning-72246	12	15	1	1	NUM
geoplanning-72246	12	16	.	.	PUNCT
geoplanning-72246	13	1	introduction	introduction	NOUN
geoplanning-72246	13	2	coastal	coastal	ADJ
geoplanning-72246	13	3	erosion	erosion	NOUN
geoplanning-72246	13	4	has	have	AUX
geoplanning-72246	13	5	emerged	emerge	VERB
geoplanning-72246	13	6	as	as	ADP
geoplanning-72246	13	7	a	a	DET
geoplanning-72246	13	8	critical	critical	ADJ
geoplanning-72246	13	9	global	global	ADJ
geoplanning-72246	13	10	threat	threat	NOUN
geoplanning-72246	13	11	,	,	PUNCT
geoplanning-72246	13	12	driven	drive	VERB
geoplanning-72246	13	13	by	by	ADP
geoplanning-72246	13	14	both	both	PRON
geoplanning-72246	13	15	natural	natural	ADJ
geoplanning-72246	13	16	processes	process	NOUN
geoplanning-72246	13	17	and	and	CCONJ
geoplanning-72246	13	18	human	human	ADJ
geoplanning-72246	13	19	activities	activity	NOUN
geoplanning-72246	13	20	.	.	PUNCT
geoplanning-72246	14	1	some	some	DET
geoplanning-72246	14	2	natural	natural	ADJ
geoplanning-72246	14	3	effects	effect	NOUN
geoplanning-72246	14	4	are	be	AUX
geoplanning-72246	14	5	tides	tide	NOUN
geoplanning-72246	14	6	and	and	CCONJ
geoplanning-72246	14	7	storm	storm	NOUN
geoplanning-72246	14	8	waves	wave	NOUN
geoplanning-72246	14	9	,	,	PUNCT
geoplanning-72246	14	10	geological	geological	ADJ
geoplanning-72246	14	11	structure	structure	NOUN
geoplanning-72246	14	12	,	,	PUNCT
geoplanning-72246	14	13	meteorological	meteorological	ADJ
geoplanning-72246	14	14	phenomena	phenomenon	NOUN
geoplanning-72246	14	15	,	,	PUNCT
geoplanning-72246	14	16	and	and	CCONJ
geoplanning-72246	14	17	seismology	seismology	NOUN
geoplanning-72246	14	18	,	,	PUNCT
geoplanning-72246	14	19	in	in	ADP
geoplanning-72246	14	20	addition	addition	NOUN
geoplanning-72246	14	21	to	to	ADP
geoplanning-72246	14	22	wave	wave	NOUN
geoplanning-72246	14	23	actions	action	NOUN
geoplanning-72246	14	24	,	,	PUNCT
geoplanning-72246	14	25	oceanic	oceanic	ADJ
geoplanning-72246	14	26	circulations	circulation	NOUN
geoplanning-72246	14	27	,	,	PUNCT
geoplanning-72246	14	28	and	and	CCONJ
geoplanning-72246	14	29	climatic	climatic	ADJ
geoplanning-72246	14	30	changes	change	NOUN
geoplanning-72246	14	31	(	(	PUNCT
geoplanning-72246	14	32	brocx	brocx	VERB
geoplanning-72246	14	33	&	&	CCONJ
geoplanning-72246	14	34	semeniuk	semeniuk	PROPN
geoplanning-72246	14	35	,	,	PUNCT
geoplanning-72246	14	36	2009	2009	NUM
geoplanning-72246	14	37	;	;	PUNCT
geoplanning-72246	14	38	morton	morton	PROPN
geoplanning-72246	14	39	,	,	PUNCT
geoplanning-72246	14	40	2003	2003	NUM
geoplanning-72246	14	41	;	;	PUNCT
geoplanning-72246	14	42	nichols	nichols	PROPN
geoplanning-72246	14	43	et	et	PROPN
geoplanning-72246	14	44	al	al	PROPN
geoplanning-72246	14	45	.	.	PROPN
geoplanning-72246	14	46	,	,	PUNCT
geoplanning-72246	14	47	2018	2018	NUM
geoplanning-72246	14	48	)	)	PUNCT
geoplanning-72246	14	49	.	.	PUNCT
geoplanning-72246	15	1	on	on	ADP
geoplanning-72246	15	2	the	the	DET
geoplanning-72246	15	3	other	other	ADJ
geoplanning-72246	15	4	hand	hand	NOUN
geoplanning-72246	15	5	,	,	PUNCT
geoplanning-72246	15	6	coastal	coastal	ADJ
geoplanning-72246	15	7	erosion	erosion	NOUN
geoplanning-72246	15	8	is	be	AUX
geoplanning-72246	15	9	exacerbated	exacerbate	VERB
geoplanning-72246	15	10	inflow	inflow	NOUN
geoplanning-72246	15	11	activities	activity	NOUN
geoplanning-72246	15	12	like	like	ADP
geoplanning-72246	15	13	construction	construction	NOUN
geoplanning-72246	15	14	of	of	ADP
geoplanning-72246	15	15	recreational	recreational	ADJ
geoplanning-72246	15	16	facilities	facility	NOUN
geoplanning-72246	15	17	,	,	PUNCT
geoplanning-72246	15	18	flowage	flowage	NOUN
geoplanning-72246	15	19	barriers	barrier	NOUN
geoplanning-72246	15	20	,	,	PUNCT
geoplanning-72246	15	21	restructuring	restructuring	NOUN
geoplanning-72246	15	22	and	and	CCONJ
geoplanning-72246	15	23	flood	flood	NOUN
geoplanning-72246	15	24	control	control	NOUN
geoplanning-72246	15	25	channel	channel	NOUN
geoplanning-72246	15	26	dredging	dredging	NOUN
geoplanning-72246	15	27	,	,	PUNCT
geoplanning-72246	15	28	tree	tree	NOUN
geoplanning-72246	15	29	harvesting	harvesting	NOUN
geoplanning-72246	15	30	in	in	ADP
geoplanning-72246	15	31	particular	particular	ADJ
geoplanning-72246	15	32	softwood	softwood	NOUN
geoplanning-72246	15	33	stands	stand	NOUN
geoplanning-72246	15	34	,	,	PUNCT
geoplanning-72246	15	35	and	and	CCONJ
geoplanning-72246	15	36	coastal	coastal	ADJ
geoplanning-72246	15	37	green	green	ADJ
geoplanning-72246	15	38	space	space	NOUN
geoplanning-72246	15	39	decline	decline	NOUN
geoplanning-72246	15	40	(	(	PUNCT
geoplanning-72246	15	41	owens	owens	PROPN
geoplanning-72246	15	42	,	,	PUNCT
geoplanning-72246	15	43	2020	2020	NUM
geoplanning-72246	15	44	;	;	PUNCT
geoplanning-72246	15	45	sahavacharin	sahavacharin	ADV
geoplanning-72246	15	46	et	et	PROPN
geoplanning-72246	15	47	al	al	PROPN
geoplanning-72246	15	48	.	.	PROPN
geoplanning-72246	15	49	,	,	PUNCT
geoplanning-72246	15	50	2022	2022	NUM
geoplanning-72246	15	51	;	;	PUNCT
geoplanning-72246	15	52	van	van	PROPN
geoplanning-72246	15	53	tho	tho	PROPN
geoplanning-72246	15	54	,	,	PUNCT
geoplanning-72246	15	55	2019	2019	NUM
geoplanning-72246	15	56	)	)	PUNCT
geoplanning-72246	15	57	.	.	PUNCT
geoplanning-72246	16	1	additionally	additionally	ADV
geoplanning-72246	16	2	,	,	PUNCT
geoplanning-72246	16	3	these	these	DET
geoplanning-72246	16	4	effects	effect	NOUN
geoplanning-72246	16	5	are	be	AUX
geoplanning-72246	16	6	aggravated	aggravate	VERB
geoplanning-72246	16	7	by	by	ADP
geoplanning-72246	16	8	global	global	ADJ
geoplanning-72246	16	9	warming	warming	NOUN
geoplanning-72246	16	10	.	.	PUNCT
geoplanning-72246	17	1	infrastructure	infrastructure	NOUN
geoplanning-72246	17	2	along	along	ADP
geoplanning-72246	17	3	coastlines	coastline	NOUN
geoplanning-72246	17	4	paired	pair	VERB
geoplanning-72246	17	5	with	with	ADP
geoplanning-72246	17	6	depleting	deplete	VERB
geoplanning-72246	17	7	sediment	sediment	NOUN
geoplanning-72246	17	8	supplies	supply	NOUN
geoplanning-72246	17	9	and	and	CCONJ
geoplanning-72246	17	10	increasing	increase	VERB
geoplanning-72246	17	11	sea	sea	NOUN
geoplanning-72246	17	12	levels	level	NOUN
geoplanning-72246	17	13	can	can	AUX
geoplanning-72246	17	14	deteriorate	deteriorate	VERB
geoplanning-72246	17	15	coastal	coastal	ADJ
geoplanning-72246	17	16	erosion	erosion	NOUN
geoplanning-72246	17	17	(	(	PUNCT
geoplanning-72246	17	18	fitzgerald	fitzgerald	PROPN
geoplanning-72246	17	19	et	et	PROPN
geoplanning-72246	17	20	al	al	PROPN
geoplanning-72246	17	21	.	.	PROPN
geoplanning-72246	17	22	,	,	PUNCT
geoplanning-72246	17	23	2008	2008	NUM
geoplanning-72246	17	24	;	;	PUNCT
geoplanning-72246	17	25	gracia	gracia	PROPN
geoplanning-72246	17	26	et	et	PROPN
geoplanning-72246	17	27	al	al	PROPN
geoplanning-72246	17	28	.	.	PROPN
geoplanning-72246	17	29	,	,	PUNCT
geoplanning-72246	17	30	2018	2018	NUM
geoplanning-72246	17	31	)	)	PUNCT
geoplanning-72246	17	32	.	.	PUNCT
geoplanning-72246	18	1	small	small	ADJ
geoplanning-72246	18	2	pacific	pacific	PROPN
geoplanning-72246	18	3	islands	island	NOUN
geoplanning-72246	18	4	,	,	PUNCT
geoplanning-72246	18	5	like	like	ADP
geoplanning-72246	18	6	vietnam	vietnam	PROPN
geoplanning-72246	18	7	is	be	AUX
geoplanning-72246	18	8	some	some	PRON
geoplanning-72246	18	9	of	of	ADP
geoplanning-72246	18	10	the	the	DET
geoplanning-72246	18	11	numerous	numerous	ADJ
geoplanning-72246	18	12	places	place	NOUN
geoplanning-72246	18	13	around	around	ADP
geoplanning-72246	18	14	the	the	DET
geoplanning-72246	18	15	world	world	NOUN
geoplanning-72246	18	16	that	that	PRON
geoplanning-72246	18	17	have	have	AUX
geoplanning-72246	18	18	been	be	AUX
geoplanning-72246	18	19	impacted	impact	VERB
geoplanning-72246	18	20	by	by	ADP
geoplanning-72246	18	21	the	the	DET
geoplanning-72246	18	22	above	above	ADJ
geoplanning-72246	18	23	phenomena	phenomenon	NOUN
geoplanning-72246	18	24	.	.	PUNCT
geoplanning-72246	19	1	the	the	DET
geoplanning-72246	19	2	effects	effect	NOUN
geoplanning-72246	19	3	of	of	ADP
geoplanning-72246	19	4	coastal	coastal	ADJ
geoplanning-72246	19	5	erosion	erosion	NOUN
geoplanning-72246	19	6	can	can	AUX
geoplanning-72246	19	7	cause	cause	VERB
geoplanning-72246	19	8	many	many	ADJ
geoplanning-72246	19	9	issues	issue	NOUN
geoplanning-72246	19	10	including	include	VERB
geoplanning-72246	19	11	e	e	NOUN
geoplanning-72246	19	12	-	-	NOUN
geoplanning-72246	19	13	issn	issn	ADJ
geoplanning-72246	19	14	:	:	PUNCT
geoplanning-72246	19	15	2355	2355	NUM
geoplanning-72246	19	16	-	-	SYM
geoplanning-72246	19	17	6544	6544	NUM
geoplanning-72246	19	18	received	receive	VERB
geoplanning-72246	19	19	:	:	PUNCT
geoplanning-72246	19	20	05	05	NUM
geoplanning-72246	19	21	april	april	PROPN
geoplanning-72246	19	22	2025	2025	NUM
geoplanning-72246	19	23	;	;	PUNCT
geoplanning-72246	19	24	revised	revise	VERB
geoplanning-72246	19	25	:	:	PUNCT
geoplanning-72246	19	26	12	12	NUM
geoplanning-72246	19	27	may	may	PROPN
geoplanning-72246	19	28	2025	2025	NUM
geoplanning-72246	19	29	;	;	PUNCT
geoplanning-72246	19	30	accepted	accept	VERB
geoplanning-72246	19	31	:	:	PUNCT
geoplanning-72246	19	32	18	18	NUM
geoplanning-72246	19	33	may	may	PROPN
geoplanning-72246	19	34	2025	2025	NUM
geoplanning-72246	19	35	;	;	PUNCT
geoplanning-72246	19	36	available	available	ADJ
geoplanning-72246	19	37	online	online	NOUN
geoplanning-72246	19	38	:	:	PUNCT
geoplanning-72246	19	39	31	31	NUM
geoplanning-72246	19	40	october	october	NOUN
geoplanning-72246	19	41	2025	2025	NUM
geoplanning-72246	19	42	;	;	PUNCT
geoplanning-72246	19	43	published	publish	VERB
geoplanning-72246	19	44	:	:	PUNCT
geoplanning-72246	19	45	31	31	NUM
geoplanning-72246	19	46	october	october	NOUN
geoplanning-72246	19	47	2025	2025	NUM
geoplanning-72246	19	48	.	.	PUNCT
geoplanning-72246	20	1	keywords	keyword	NOUN
geoplanning-72246	20	2	:	:	PUNCT
geoplanning-72246	20	3	coastal	coastal	ADJ
geoplanning-72246	20	4	erosion	erosion	NOUN
geoplanning-72246	20	5	,	,	PUNCT
geoplanning-72246	20	6	remote	remote	ADJ
geoplanning-72246	20	7	sensing	sensing	NOUN
geoplanning-72246	20	8	,	,	PUNCT
geoplanning-72246	20	9	deep	deep	ADJ
geoplanning-72246	20	10	learning	learning	NOUN
geoplanning-72246	20	11	,	,	PUNCT
geoplanning-72246	20	12	influence	influence	NOUN
geoplanning-72246	20	13	factors	factor	NOUN
geoplanning-72246	20	14	*	*	NUM
geoplanning-72246	20	15	corresponding	correspond	VERB
geoplanning-72246	20	16	author(s	author(s	NOUN
geoplanning-72246	20	17	)	)	PUNCT
geoplanning-72246	20	18	email	email	NOUN
geoplanning-72246	20	19	:	:	PUNCT
geoplanning-72246	20	20	giangnh@hueuni.edu.vn	giangnh@hueuni.edu.vn	NOUN
geoplanning-72246	20	21	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PROPN
geoplanning-72246	20	22	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PUNCT
geoplanning-72246	20	23	tran	tran	NOUN
geoplanning-72246	20	24	and	and	CCONJ
geoplanning-72246	20	25	nguyen	nguyen	NOUN
geoplanning-72246	20	26	/	/	SYM
geoplanning-72246	20	27	geoplanning	geoplanning	NOUN
geoplanning-72246	20	28	:	:	PUNCT
geoplanning-72246	20	29	journal	journal	NOUN
geoplanning-72246	20	30	of	of	ADP
geoplanning-72246	20	31	geomatics	geomatics	PROPN
geoplanning-72246	20	32	and	and	CCONJ
geoplanning-72246	20	33	planning	planning	NOUN
geoplanning-72246	20	34	,	,	PUNCT
geoplanning-72246	20	35	vol	vol	NOUN
geoplanning-72246	20	36	12	12	NUM
geoplanning-72246	20	37	,	,	PUNCT
geoplanning-72246	20	38	no	no	DET
geoplanning-72246	20	39	2	2	NUM
geoplanning-72246	20	40	,	,	PUNCT
geoplanning-72246	20	41	2025	2025	NUM
geoplanning-72246	20	42	,	,	PUNCT
geoplanning-72246	20	43	139	139	NUM
geoplanning-72246	20	44	-	-	SYM
geoplanning-72246	20	45	158	158	NUM
geoplanning-72246	20	46	doi	doi	NOUN
geoplanning-72246	20	47	:	:	PUNCT
geoplanning-72246	20	48	10.14710	10.14710	NUM
geoplanning-72246	20	49	/	/	SYM
geoplanning-72246	20	50	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	20	51	-	-	PUNCT
geoplanning-72246	20	52	158	158	NUM
geoplanning-72246	20	53	140	140	NUM
geoplanning-72246	20	54	loss	loss	NOUN
geoplanning-72246	20	55	of	of	ADP
geoplanning-72246	20	56	land	land	NOUN
geoplanning-72246	20	57	from	from	ADP
geoplanning-72246	20	58	agriculture	agriculture	NOUN
geoplanning-72246	20	59	and	and	CCONJ
geoplanning-72246	20	60	aquaculture	aquaculture	NOUN
geoplanning-72246	20	61	putting	put	VERB
geoplanning-72246	20	62	livelihood	livelihood	NOUN
geoplanning-72246	20	63	of	of	ADP
geoplanning-72246	20	64	coastal	coastal	ADJ
geoplanning-72246	20	65	inhabitants	inhabitant	NOUN
geoplanning-72246	20	66	at	at	ADP
geoplanning-72246	20	67	risk	risk	NOUN
geoplanning-72246	20	68	.	.	PUNCT
geoplanning-72246	21	1	these	these	DET
geoplanning-72246	21	2	challenges	challenge	NOUN
geoplanning-72246	21	3	impede	impede	VERB
geoplanning-72246	21	4	sustainable	sustainable	ADJ
geoplanning-72246	21	5	development	development	NOUN
geoplanning-72246	21	6	,	,	PUNCT
geoplanning-72246	21	7	highlighting	highlight	VERB
geoplanning-72246	21	8	the	the	DET
geoplanning-72246	21	9	need	need	NOUN
geoplanning-72246	21	10	of	of	ADP
geoplanning-72246	21	11	an	an	DET
geoplanning-72246	21	12	active	active	ADJ
geoplanning-72246	21	13	coastal	coastal	ADJ
geoplanning-72246	21	14	management	management	NOUN
geoplanning-72246	21	15	policy	policy	NOUN
geoplanning-72246	21	16	.	.	PUNCT
geoplanning-72246	22	1	coastal	coastal	ADJ
geoplanning-72246	22	2	erosion	erosion	NOUN
geoplanning-72246	22	3	is	be	AUX
geoplanning-72246	22	4	a	a	DET
geoplanning-72246	22	5	big	big	ADJ
geoplanning-72246	22	6	problem	problem	NOUN
geoplanning-72246	22	7	in	in	ADP
geoplanning-72246	22	8	vietnam	vietnam	PROPN
geoplanning-72246	22	9	and	and	CCONJ
geoplanning-72246	22	10	17	17	NUM
geoplanning-72246	22	11	percent	percent	NOUN
geoplanning-72246	22	12	of	of	ADP
geoplanning-72246	22	13	the	the	DET
geoplanning-72246	22	14	population	population	NOUN
geoplanning-72246	22	15	is	be	AUX
geoplanning-72246	22	16	affected	affect	VERB
geoplanning-72246	22	17	by	by	ADP
geoplanning-72246	22	18	this	this	DET
geoplanning-72246	22	19	problem	problem	NOUN
geoplanning-72246	22	20	(	(	PUNCT
geoplanning-72246	22	21	nga	nga	NOUN
geoplanning-72246	22	22	et	et	NOUN
geoplanning-72246	22	23	al	al	PROPN
geoplanning-72246	22	24	.	.	PROPN
geoplanning-72246	22	25	,	,	PUNCT
geoplanning-72246	22	26	2025	2025	NUM
geoplanning-72246	22	27	;	;	PUNCT
geoplanning-72246	23	1	nguyen	nguyen	PROPN
geoplanning-72246	23	2	et	et	PROPN
geoplanning-72246	23	3	al	al	PROPN
geoplanning-72246	23	4	.	.	PROPN
geoplanning-72246	23	5	,	,	PUNCT
geoplanning-72246	23	6	2018	2018	NUM
geoplanning-72246	23	7	)	)	PUNCT
geoplanning-72246	23	8	.	.	PUNCT
geoplanning-72246	24	1	some	some	DET
geoplanning-72246	24	2	major	major	ADJ
geoplanning-72246	24	3	regions	region	NOUN
geoplanning-72246	24	4	,	,	PUNCT
geoplanning-72246	24	5	such	such	ADJ
geoplanning-72246	24	6	as	as	ADP
geoplanning-72246	24	7	the	the	DET
geoplanning-72246	24	8	mekong	mekong	PROPN
geoplanning-72246	24	9	delta	delta	NOUN
geoplanning-72246	24	10	,	,	PUNCT
geoplanning-72246	24	11	the	the	DET
geoplanning-72246	24	12	central	central	ADJ
geoplanning-72246	24	13	coastal	coastal	ADJ
geoplanning-72246	24	14	region	region	NOUN
geoplanning-72246	24	15	,	,	PUNCT
geoplanning-72246	24	16	and	and	CCONJ
geoplanning-72246	24	17	the	the	DET
geoplanning-72246	24	18	red	red	PROPN
geoplanning-72246	24	19	river	river	PROPN
geoplanning-72246	24	20	delta	delta	NOUN
geoplanning-72246	24	21	,	,	PUNCT
geoplanning-72246	24	22	are	be	AUX
geoplanning-72246	24	23	more	more	ADJ
geoplanning-72246	24	24	at	at	ADP
geoplanning-72246	24	25	risk	risk	NOUN
geoplanning-72246	24	26	because	because	SCONJ
geoplanning-72246	24	27	of	of	ADP
geoplanning-72246	24	28	rising	rise	VERB
geoplanning-72246	24	29	sea	sea	NOUN
geoplanning-72246	24	30	levels	level	NOUN
geoplanning-72246	24	31	,	,	PUNCT
geoplanning-72246	24	32	storms	storm	NOUN
geoplanning-72246	24	33	,	,	PUNCT
geoplanning-72246	24	34	decrease	decrease	NOUN
geoplanning-72246	24	35	in	in	ADP
geoplanning-72246	24	36	river	river	NOUN
geoplanning-72246	24	37	sediment	sediment	NOUN
geoplanning-72246	24	38	,	,	PUNCT
geoplanning-72246	24	39	tidal	tidal	ADJ
geoplanning-72246	24	40	waves	wave	NOUN
geoplanning-72246	24	41	,	,	PUNCT
geoplanning-72246	24	42	and	and	CCONJ
geoplanning-72246	24	43	monsoon	monsoon	NOUN
geoplanning-72246	24	44	winds	wind	NOUN
geoplanning-72246	24	45	.	.	PUNCT
geoplanning-72246	25	1	different	different	ADJ
geoplanning-72246	25	2	studies	study	NOUN
geoplanning-72246	25	3	have	have	AUX
geoplanning-72246	25	4	been	be	AUX
geoplanning-72246	25	5	conducted	conduct	VERB
geoplanning-72246	25	6	on	on	ADP
geoplanning-72246	25	7	the	the	DET
geoplanning-72246	25	8	causes	cause	NOUN
geoplanning-72246	25	9	of	of	ADP
geoplanning-72246	25	10	coastal	coastal	ADJ
geoplanning-72246	25	11	erosion	erosion	NOUN
geoplanning-72246	25	12	and	and	CCONJ
geoplanning-72246	25	13	its	its	PRON
geoplanning-72246	25	14	impact	impact	NOUN
geoplanning-72246	25	15	on	on	ADP
geoplanning-72246	25	16	certain	certain	ADJ
geoplanning-72246	25	17	regions	region	NOUN
geoplanning-72246	25	18	such	such	ADJ
geoplanning-72246	25	19	as	as	ADP
geoplanning-72246	25	20	vietnam	vietnam	PROPN
geoplanning-72246	25	21	and	and	CCONJ
geoplanning-72246	25	22	southeast	southeast	PROPN
geoplanning-72246	25	23	asia	asia	PROPN
geoplanning-72246	25	24	.	.	PUNCT
geoplanning-72246	26	1	dong	dong	PROPN
geoplanning-72246	26	2	et	et	PROPN
geoplanning-72246	26	3	al	al	PROPN
geoplanning-72246	26	4	.	.	PROPN
geoplanning-72246	26	5	(	(	PUNCT
geoplanning-72246	26	6	2024	2024	NUM
geoplanning-72246	26	7	)	)	PUNCT
geoplanning-72246	26	8	,	,	PUNCT
geoplanning-72246	26	9	studied	study	VERB
geoplanning-72246	26	10	the	the	DET
geoplanning-72246	26	11	impact	impact	NOUN
geoplanning-72246	26	12	of	of	ADP
geoplanning-72246	26	13	climate	climate	NOUN
geoplanning-72246	26	14	change	change	NOUN
geoplanning-72246	26	15	on	on	ADP
geoplanning-72246	26	16	coastline	coastline	ADJ
geoplanning-72246	26	17	erosion	erosion	NOUN
geoplanning-72246	26	18	in	in	ADP
geoplanning-72246	26	19	southeast	southeast	PROPN
geoplanning-72246	26	20	asia	asia	PROPN
geoplanning-72246	26	21	,	,	PUNCT
geoplanning-72246	26	22	pointing	point	VERB
geoplanning-72246	26	23	out	out	ADP
geoplanning-72246	26	24	several	several	ADJ
geoplanning-72246	26	25	causative	causative	ADJ
geoplanning-72246	26	26	agents	agent	NOUN
geoplanning-72246	26	27	such	such	ADJ
geoplanning-72246	26	28	as	as	ADP
geoplanning-72246	26	29	historical	historical	ADJ
geoplanning-72246	26	30	sea	sea	NOUN
geoplanning-72246	26	31	level	level	NOUN
geoplanning-72246	26	32	changes	change	NOUN
geoplanning-72246	26	33	,	,	PUNCT
geoplanning-72246	26	34	geological	geological	ADJ
geoplanning-72246	26	35	structures	structure	NOUN
geoplanning-72246	26	36	,	,	PUNCT
geoplanning-72246	26	37	sediment	sediment	NOUN
geoplanning-72246	26	38	supply	supply	NOUN
geoplanning-72246	26	39	,	,	PUNCT
geoplanning-72246	26	40	wave	wave	NOUN
geoplanning-72246	26	41	movement	movement	NOUN
geoplanning-72246	26	42	,	,	PUNCT
geoplanning-72246	26	43	tides	tide	NOUN
geoplanning-72246	26	44	,	,	PUNCT
geoplanning-72246	26	45	storm	storm	NOUN
geoplanning-72246	26	46	surges	surge	VERB
geoplanning-72246	26	47	,	,	PUNCT
geoplanning-72246	26	48	longshore	longshore	ADJ
geoplanning-72246	26	49	transport	transport	NOUN
geoplanning-72246	26	50	of	of	ADP
geoplanning-72246	26	51	sediments	sediment	NOUN
geoplanning-72246	26	52	,	,	PUNCT
geoplanning-72246	26	53	and	and	CCONJ
geoplanning-72246	26	54	anthropogenic	anthropogenic	ADJ
geoplanning-72246	26	55	activities	activity	NOUN
geoplanning-72246	26	56	.	.	PUNCT
geoplanning-72246	27	1	the	the	DET
geoplanning-72246	27	2	research	research	NOUN
geoplanning-72246	27	3	also	also	ADV
geoplanning-72246	27	4	outlined	outline	VERB
geoplanning-72246	27	5	possible	possible	ADJ
geoplanning-72246	27	6	actions	action	NOUN
geoplanning-72246	27	7	that	that	PRON
geoplanning-72246	27	8	can	can	AUX
geoplanning-72246	27	9	be	be	AUX
geoplanning-72246	27	10	taken	take	VERB
geoplanning-72246	27	11	to	to	PART
geoplanning-72246	27	12	deal	deal	VERB
geoplanning-72246	27	13	with	with	ADP
geoplanning-72246	27	14	erosion	erosion	NOUN
geoplanning-72246	27	15	problems	problem	NOUN
geoplanning-72246	27	16	.	.	PUNCT
geoplanning-72246	28	1	thepsiriamnuay	thepsiriamnuay	PROPN
geoplanning-72246	28	2	&	&	CCONJ
geoplanning-72246	28	3	pumijumnong	pumijumnong	PROPN
geoplanning-72246	28	4	(	(	PUNCT
geoplanning-72246	28	5	2019	2019	NUM
geoplanning-72246	28	6	)	)	PUNCT
geoplanning-72246	28	7	displayed	display	VERB
geoplanning-72246	28	8	the	the	DET
geoplanning-72246	28	9	simulator	simulator	NOUN
geoplanning-72246	28	10	of	of	ADP
geoplanning-72246	28	11	climate	climate	NOUN
geoplanning-72246	28	12	change	change	NOUN
geoplanning-72246	28	13	risks	risk	NOUN
geoplanning-72246	28	14	and	and	CCONJ
geoplanning-72246	28	15	adaptation	adaptation	NOUN
geoplanning-72246	28	16	initiatives	initiative	NOUN
geoplanning-72246	28	17	(	(	PUNCT
geoplanning-72246	28	18	simclim	simclim	NOUN
geoplanning-72246	28	19	)	)	PUNCT
geoplanning-72246	28	20	and	and	CCONJ
geoplanning-72246	28	21	its	its	PRON
geoplanning-72246	28	22	impact	impact	NOUN
geoplanning-72246	28	23	model	model	NOUN
geoplanning-72246	28	24	,	,	PUNCT
geoplanning-72246	28	25	"	"	PUNCT
geoplanning-72246	28	26	coastclim	coastclim	PROPN
geoplanning-72246	28	27	”	"	PUNCT
geoplanning-72246	28	28	were	be	AUX
geoplanning-72246	28	29	utilized	utilize	VERB
geoplanning-72246	28	30	to	to	PART
geoplanning-72246	28	31	project	project	VERB
geoplanning-72246	28	32	changes	change	NOUN
geoplanning-72246	28	33	in	in	ADP
geoplanning-72246	28	34	relative	relative	ADJ
geoplanning-72246	28	35	sea	sea	NOUN
geoplanning-72246	28	36	level	level	NOUN
geoplanning-72246	28	37	across	across	ADP
geoplanning-72246	28	38	18	18	NUM
geoplanning-72246	28	39	provinces	province	NOUN
geoplanning-72246	28	40	of	of	ADP
geoplanning-72246	28	41	thailand	thailand	PROPN
geoplanning-72246	28	42	from	from	ADP
geoplanning-72246	28	43	1995	1995	NUM
geoplanning-72246	28	44	to	to	ADP
geoplanning-72246	28	45	2100	2100	NUM
geoplanning-72246	28	46	.	.	PUNCT
geoplanning-72246	29	1	the	the	DET
geoplanning-72246	29	2	result	result	NOUN
geoplanning-72246	29	3	of	of	ADP
geoplanning-72246	29	4	their	their	PRON
geoplanning-72246	29	5	findings	finding	NOUN
geoplanning-72246	29	6	forecasted	forecast	VERB
geoplanning-72246	29	7	sea	sea	NOUN
geoplanning-72246	29	8	levels	level	NOUN
geoplanning-72246	29	9	rise	rise	VERB
geoplanning-72246	29	10	with	with	ADP
geoplanning-72246	29	11	either	either	PRON
geoplanning-72246	29	12	solution	solution	NOUN
geoplanning-72246	29	13	17.50	17.50	NUM
geoplanning-72246	29	14	cm	cm	NOUN
geoplanning-72246	29	15	to	to	ADP
geoplanning-72246	29	16	147.90	147.90	NUM
geoplanning-72246	29	17	cm	cm	NOUN
geoplanning-72246	29	18	resulting	result	VERB
geoplanning-72246	29	19	to	to	ADP
geoplanning-72246	29	20	coastal	coastal	ADJ
geoplanning-72246	29	21	retreat	retreat	NOUN
geoplanning-72246	29	22	from	from	ADP
geoplanning-72246	29	23	41.64	41.64	NUM
geoplanning-72246	29	24	m	m	NOUN
geoplanning-72246	29	25	to	to	ADP
geoplanning-72246	29	26	517.09	517.09	NUM
geoplanning-72246	29	27	m.	m.	NOUN
geoplanning-72246	29	28	karlsrud	karlsrud	NOUN
geoplanning-72246	29	29	et	et	PROPN
geoplanning-72246	29	30	al	al	PROPN
geoplanning-72246	29	31	.	.	PROPN
geoplanning-72246	30	1	(	(	PUNCT
geoplanning-72246	30	2	2017	2017	NUM
geoplanning-72246	30	3	)	)	PUNCT
geoplanning-72246	30	4	used	use	VERB
geoplanning-72246	30	5	mike21	mike21	PROPN
geoplanning-72246	30	6	sw	sw	PROPN
geoplanning-72246	30	7	and	and	CCONJ
geoplanning-72246	30	8	swan	swan	NOUN
geoplanning-72246	30	9	models	model	NOUN
geoplanning-72246	30	10	,	,	PUNCT
geoplanning-72246	30	11	together	together	ADV
geoplanning-72246	30	12	with	with	ADP
geoplanning-72246	30	13	the	the	DET
geoplanning-72246	30	14	genesis	genesis	NOUN
geoplanning-72246	30	15	model	model	NOUN
geoplanning-72246	30	16	for	for	ADP
geoplanning-72246	30	17	longshore	longshore	ADJ
geoplanning-72246	30	18	sediment	sediment	NOUN
geoplanning-72246	30	19	transport	transport	NOUN
geoplanning-72246	30	20	to	to	PART
geoplanning-72246	30	21	forecast	forecast	VERB
geoplanning-72246	30	22	sea	sea	NOUN
geoplanning-72246	30	23	-	-	PUNCT
geoplanning-72246	30	24	level	level	NOUN
geoplanning-72246	30	25	rise	rise	NOUN
geoplanning-72246	30	26	along	along	ADP
geoplanning-72246	30	27	vietnam`s	vietnam`s	PROPN
geoplanning-72246	30	28	east	east	PROPN
geoplanning-72246	30	29	coast	coast	PROPN
geoplanning-72246	30	30	.	.	PUNCT
geoplanning-72246	31	1	the	the	DET
geoplanning-72246	31	2	result	result	NOUN
geoplanning-72246	31	3	found	find	VERB
geoplanning-72246	31	4	that	that	SCONJ
geoplanning-72246	31	5	sea	sea	NOUN
geoplanning-72246	31	6	-	-	PUNCT
geoplanning-72246	31	7	level	level	NOUN
geoplanning-72246	31	8	rose	rise	VERB
geoplanning-72246	31	9	faster	fast	ADV
geoplanning-72246	31	10	than	than	ADP
geoplanning-72246	31	11	3	3	NUM
geoplanning-72246	31	12	mm	mm	NOUN
geoplanning-72246	31	13	/	/	SYM
geoplanning-72246	31	14	year	year	NOUN
geoplanning-72246	31	15	between	between	ADP
geoplanning-72246	31	16	1993	1993	NUM
geoplanning-72246	31	17	and	and	CCONJ
geoplanning-72246	31	18	2008	2008	NUM
geoplanning-72246	31	19	and	and	CCONJ
geoplanning-72246	31	20	that	that	SCONJ
geoplanning-72246	31	21	an	an	DET
geoplanning-72246	31	22	all	all	DET
geoplanning-72246	31	23	-	-	PUNCT
geoplanning-72246	31	24	time	time	NOUN
geoplanning-72246	31	25	high	high	ADJ
geoplanning-72246	31	26	was	be	AUX
geoplanning-72246	31	27	reached	reach	VERB
geoplanning-72246	31	28	with	with	ADP
geoplanning-72246	31	29	about	about	ADV
geoplanning-72246	31	30	20	20	NUM
geoplanning-72246	31	31	cm	cm	NOUN
geoplanning-72246	31	32	overall	overall	ADV
geoplanning-72246	31	33	during	during	ADP
geoplanning-72246	31	34	the	the	DET
geoplanning-72246	31	35	last	last	ADJ
geoplanning-72246	31	36	decades	decade	NOUN
geoplanning-72246	31	37	.	.	PUNCT
geoplanning-72246	32	1	in	in	ADP
geoplanning-72246	32	2	addition	addition	NOUN
geoplanning-72246	32	3	,	,	PUNCT
geoplanning-72246	32	4	ca	ca	PROPN
geoplanning-72246	32	5	mau	mau	PROPN
geoplanning-72246	32	6	's	's	PART
geoplanning-72246	32	7	coast	coast	NOUN
geoplanning-72246	32	8	was	be	AUX
geoplanning-72246	32	9	identified	identify	VERB
geoplanning-72246	32	10	as	as	ADP
geoplanning-72246	32	11	particularly	particularly	ADV
geoplanning-72246	32	12	vulnerable	vulnerable	ADJ
geoplanning-72246	32	13	to	to	ADP
geoplanning-72246	32	14	subsidence	subsidence	NOUN
geoplanning-72246	32	15	/	/	SYM
geoplanning-72246	32	16	land	land	NOUN
geoplanning-72246	32	17	loss	loss	NOUN
geoplanning-72246	32	18	.	.	PUNCT
geoplanning-72246	33	1	hens	hen	NOUN
geoplanning-72246	33	2	et	et	PROPN
geoplanning-72246	33	3	al	al	PROPN
geoplanning-72246	33	4	.	.	PUNCT
geoplanning-72246	34	1	(	(	PUNCT
geoplanning-72246	34	2	2018	2018	NUM
geoplanning-72246	34	3	)	)	PUNCT
geoplanning-72246	34	4	presented	present	VERB
geoplanning-72246	34	5	an	an	DET
geoplanning-72246	34	6	overview	overview	NOUN
geoplanning-72246	34	7	of	of	ADP
geoplanning-72246	34	8	threats	threat	NOUN
geoplanning-72246	34	9	,	,	PUNCT
geoplanning-72246	34	10	i.e.	i.e.	X
geoplanning-72246	34	11	,	,	PUNCT
geoplanning-72246	34	12	flooding	flooding	NOUN
geoplanning-72246	34	13	,	,	PUNCT
geoplanning-72246	34	14	salinization	salinization	NOUN
geoplanning-72246	34	15	,	,	PUNCT
geoplanning-72246	34	16	shoreline	shoreline	NOUN
geoplanning-72246	34	17	changes	change	NOUN
geoplanning-72246	34	18	and	and	CCONJ
geoplanning-72246	34	19	decline	decline	VERB
geoplanning-72246	34	20	in	in	ADP
geoplanning-72246	34	21	mangroves	mangrove	NOUN
geoplanning-72246	34	22	and	and	CCONJ
geoplanning-72246	34	23	wetlands	wetland	NOUN
geoplanning-72246	34	24	in	in	ADP
geoplanning-72246	34	25	the	the	DET
geoplanning-72246	34	26	asia	asia	PROPN
geoplanning-72246	34	27	-	-	PUNCT
geoplanning-72246	34	28	pacific	pacific	PROPN
geoplanning-72246	34	29	region	region	NOUN
geoplanning-72246	34	30	due	due	ADP
geoplanning-72246	34	31	to	to	ADP
geoplanning-72246	34	32	coastal	coastal	ADJ
geoplanning-72246	34	33	erosion	erosion	NOUN
geoplanning-72246	34	34	impacts	impact	NOUN
geoplanning-72246	34	35	in	in	ADP
geoplanning-72246	34	36	vietnam	vietnam	PROPN
geoplanning-72246	34	37	.	.	PUNCT
geoplanning-72246	35	1	the	the	DET
geoplanning-72246	35	2	study	study	NOUN
geoplanning-72246	35	3	proposed	propose	VERB
geoplanning-72246	35	4	adaptation	adaptation	NOUN
geoplanning-72246	35	5	strategies	strategy	NOUN
geoplanning-72246	35	6	to	to	PART
geoplanning-72246	35	7	increase	increase	VERB
geoplanning-72246	35	8	coastal	coastal	ADJ
geoplanning-72246	35	9	resilience	resilience	NOUN
geoplanning-72246	35	10	.	.	PUNCT
geoplanning-72246	36	1	yasuhara	yasuhara	PROPN
geoplanning-72246	36	2	et	et	PROPN
geoplanning-72246	36	3	al	al	PROPN
geoplanning-72246	36	4	.	.	PUNCT
geoplanning-72246	37	1	(	(	PUNCT
geoplanning-72246	37	2	2016	2016	NUM
geoplanning-72246	37	3	)	)	PUNCT
geoplanning-72246	37	4	displayed	display	VERB
geoplanning-72246	37	5	riverside	riverside	NOUN
geoplanning-72246	37	6	and	and	CCONJ
geoplanning-72246	37	7	coastal	coastal	ADJ
geoplanning-72246	37	8	erosion	erosion	NOUN
geoplanning-72246	37	9	in	in	ADP
geoplanning-72246	37	10	mekong	mekong	PROPN
geoplanning-72246	37	11	delta	delta	NOUN
geoplanning-72246	37	12	,	,	PUNCT
geoplanning-72246	37	13	vietnam	vietnam	PROPN
geoplanning-72246	37	14	by	by	ADP
geoplanning-72246	37	15	breakpoint	breakpoint	NOUN
geoplanning-72246	37	16	statistics	statistic	NOUN
geoplanning-72246	37	17	and	and	CCONJ
geoplanning-72246	37	18	explained	explain	VERB
geoplanning-72246	37	19	reduced	reduce	VERB
geoplanning-72246	37	20	sediment	sediment	NOUN
geoplanning-72246	37	21	supply	supply	NOUN
geoplanning-72246	37	22	from	from	ADP
geoplanning-72246	37	23	upstream	upstream	ADJ
geoplanning-72246	37	24	,	,	PUNCT
geoplanning-72246	37	25	dykes	dyke	NOUN
geoplanning-72246	37	26	collapse	collapse	VERB
geoplanning-72246	37	27	,	,	PUNCT
geoplanning-72246	37	28	sea	sea	NOUN
geoplanning-72246	37	29	-	-	PUNCT
geoplanning-72246	37	30	level	level	NOUN
geoplanning-72246	37	31	rise	rise	NOUN
geoplanning-72246	37	32	,	,	PUNCT
geoplanning-72246	37	33	intensifying	intensify	VERB
geoplanning-72246	37	34	typhoons	typhoon	NOUN
geoplanning-72246	37	35	as	as	ADP
geoplanning-72246	37	36	the	the	DET
geoplanning-72246	37	37	main	main	ADJ
geoplanning-72246	37	38	reasons	reason	NOUN
geoplanning-72246	37	39	of	of	ADP
geoplanning-72246	37	40	undercutting	undercut	VERB
geoplanning-72246	37	41	.	.	PUNCT
geoplanning-72246	38	1	yaacob	yaacob	NOUN
geoplanning-72246	38	2	et	et	PROPN
geoplanning-72246	38	3	al	al	PROPN
geoplanning-72246	38	4	.	.	PROPN
geoplanning-72246	39	1	(	(	PUNCT
geoplanning-72246	39	2	2018	2018	NUM
geoplanning-72246	39	3	)	)	PUNCT
geoplanning-72246	39	4	deployed	deploy	VERB
geoplanning-72246	39	5	to	to	PART
geoplanning-72246	39	6	evaluate	evaluate	VERB
geoplanning-72246	39	7	the	the	DET
geoplanning-72246	39	8	sedimentological	sedimentological	ADJ
geoplanning-72246	39	9	and	and	CCONJ
geoplanning-72246	39	10	morphological	morphological	ADJ
geoplanning-72246	39	11	terengganu	terengganu	PROPN
geoplanning-72246	39	12	’s	’s	PART
geoplanning-72246	39	13	coastal	coastal	ADJ
geoplanning-72246	39	14	stretch	stretch	NOUN
geoplanning-72246	39	15	between	between	ADP
geoplanning-72246	39	16	dungun	dungun	NOUN
geoplanning-72246	39	17	and	and	CCONJ
geoplanning-72246	39	18	kemaman	kemaman	NOUN
geoplanning-72246	39	19	.	.	PUNCT
geoplanning-72246	40	1	the	the	DET
geoplanning-72246	40	2	study	study	NOUN
geoplanning-72246	40	3	pointed	point	VERB
geoplanning-72246	40	4	out	out	ADP
geoplanning-72246	40	5	that	that	SCONJ
geoplanning-72246	40	6	coarser	coarse	ADJ
geoplanning-72246	40	7	sand	sand	NOUN
geoplanning-72246	40	8	deposits	deposit	NOUN
geoplanning-72246	40	9	and	and	CCONJ
geoplanning-72246	40	10	steeper	steep	ADJ
geoplanning-72246	40	11	coastal	coastal	ADJ
geoplanning-72246	40	12	slopes	slope	NOUN
geoplanning-72246	40	13	were	be	AUX
geoplanning-72246	40	14	characteristic	characteristic	ADJ
geoplanning-72246	40	15	of	of	ADP
geoplanning-72246	40	16	the	the	DET
geoplanning-72246	40	17	region	region	NOUN
geoplanning-72246	40	18	’s	’s	PART
geoplanning-72246	40	19	eastern	eastern	ADJ
geoplanning-72246	40	20	beaches	beach	NOUN
geoplanning-72246	40	21	,	,	PUNCT
geoplanning-72246	40	22	influencing	influence	VERB
geoplanning-72246	40	23	coastal	coastal	ADJ
geoplanning-72246	40	24	stability	stability	NOUN
geoplanning-72246	40	25	.	.	PUNCT
geoplanning-72246	41	1	duc	duc	PROPN
geoplanning-72246	41	2	&	&	CCONJ
geoplanning-72246	41	3	hieu	hieu	PROPN
geoplanning-72246	41	4	(	(	PUNCT
geoplanning-72246	41	5	2017	2017	NUM
geoplanning-72246	41	6	)	)	PUNCT
geoplanning-72246	41	7	assessed	assess	VERB
geoplanning-72246	41	8	the	the	DET
geoplanning-72246	41	9	impact	impact	NOUN
geoplanning-72246	41	10	of	of	ADP
geoplanning-72246	41	11	sea	sea	NOUN
geoplanning-72246	41	12	-	-	PUNCT
geoplanning-72246	41	13	level	level	NOUN
geoplanning-72246	41	14	rise	rise	NOUN
geoplanning-72246	41	15	on	on	ADP
geoplanning-72246	41	16	sea	sea	NOUN
geoplanning-72246	41	17	-	-	PUNCT
geoplanning-72246	41	18	dike	dike	NOUN
geoplanning-72246	41	19	stability	stability	NOUN
geoplanning-72246	41	20	in	in	ADP
geoplanning-72246	41	21	coastal	coastal	ADJ
geoplanning-72246	41	22	infrastructure	infrastructure	NOUN
geoplanning-72246	41	23	of	of	ADP
geoplanning-72246	41	24	hai	hai	PROPN
geoplanning-72246	41	25	hau	hau	PROPN
geoplanning-72246	41	26	vietnam	vietnam	PROPN
geoplanning-72246	41	27	due	due	ADP
geoplanning-72246	41	28	to	to	ADP
geoplanning-72246	41	29	sea	sea	NOUN
geoplanning-72246	41	30	-	-	PUNCT
geoplanning-72246	41	31	level	level	NOUN
geoplanning-72246	41	32	rise	rise	NOUN
geoplanning-72246	41	33	.	.	PUNCT
geoplanning-72246	42	1	it	it	PRON
geoplanning-72246	42	2	was	be	AUX
geoplanning-72246	42	3	concluded	conclude	VERB
geoplanning-72246	42	4	that	that	SCONJ
geoplanning-72246	42	5	accelerated	accelerate	VERB
geoplanning-72246	42	6	erosion	erosion	NOUN
geoplanning-72246	42	7	,	,	PUNCT
geoplanning-72246	42	8	scouring	scouring	NOUN
geoplanning-72246	42	9	and	and	CCONJ
geoplanning-72246	42	10	wave	wave	NOUN
geoplanning-72246	42	11	-	-	PUNCT
geoplanning-72246	42	12	induced	induce	VERB
geoplanning-72246	42	13	soil	soil	NOUN
geoplanning-72246	42	14	loss	loss	NOUN
geoplanning-72246	42	15	on	on	ADP
geoplanning-72246	42	16	dike	dike	ADJ
geoplanning-72246	42	17	slopes	slope	NOUN
geoplanning-72246	42	18	may	may	AUX
geoplanning-72246	42	19	lead	lead	VERB
geoplanning-72246	42	20	serious	serious	ADJ
geoplanning-72246	42	21	threat	threat	NOUN
geoplanning-72246	42	22	to	to	ADP
geoplanning-72246	42	23	a	a	DET
geoplanning-72246	42	24	coastal	coastal	ADJ
geoplanning-72246	42	25	infrastructure	infrastructure	NOUN
geoplanning-72246	42	26	.	.	PUNCT
geoplanning-72246	43	1	veettil	veettil	PROPN
geoplanning-72246	43	2	et	et	PROPN
geoplanning-72246	43	3	al	al	PROPN
geoplanning-72246	43	4	.	.	PROPN
geoplanning-72246	44	1	(	(	PUNCT
geoplanning-72246	44	2	2021	2021	NUM
geoplanning-72246	44	3	)	)	PUNCT
geoplanning-72246	44	4	examined	examine	VERB
geoplanning-72246	44	5	the	the	DET
geoplanning-72246	44	6	use	use	NOUN
geoplanning-72246	44	7	of	of	ADP
geoplanning-72246	44	8	bio	bio	PROPN
geoplanning-72246	44	9	shields	shield	NOUN
geoplanning-72246	44	10	in	in	ADP
geoplanning-72246	44	11	conserving	conserve	VERB
geoplanning-72246	44	12	coastal	coastal	ADJ
geoplanning-72246	44	13	mangroves	mangrove	NOUN
geoplanning-72246	44	14	ecosystems	ecosystem	NOUN
geoplanning-72246	44	15	of	of	ADP
geoplanning-72246	44	16	vietnam	vietnam	PROPN
geoplanning-72246	44	17	.	.	PUNCT
geoplanning-72246	45	1	the	the	DET
geoplanning-72246	45	2	results	result	NOUN
geoplanning-72246	45	3	highlighted	highlight	VERB
geoplanning-72246	45	4	that	that	SCONJ
geoplanning-72246	45	5	bio	bio	PROPN
geoplanning-72246	45	6	shields	shield	NOUN
geoplanning-72246	45	7	not	not	PART
geoplanning-72246	45	8	only	only	ADV
geoplanning-72246	45	9	preserve	preserve	VERB
geoplanning-72246	45	10	shoreline	shoreline	NOUN
geoplanning-72246	45	11	long	long	ADJ
geoplanning-72246	45	12	-	-	PUNCT
geoplanning-72246	45	13	term	term	NOUN
geoplanning-72246	45	14	ecology	ecology	NOUN
geoplanning-72246	45	15	but	but	CCONJ
geoplanning-72246	45	16	also	also	ADV
geoplanning-72246	45	17	yield	yield	VERB
geoplanning-72246	45	18	additional	additional	ADJ
geoplanning-72246	45	19	ecosystem	ecosystem	NOUN
geoplanning-72246	45	20	services	service	NOUN
geoplanning-72246	45	21	for	for	ADP
geoplanning-72246	45	22	environment	environment	NOUN
geoplanning-72246	45	23	sustainability	sustainability	NOUN
geoplanning-72246	45	24	.	.	PUNCT
geoplanning-72246	46	1	lin	lin	PROPN
geoplanning-72246	46	2	et	et	PROPN
geoplanning-72246	46	3	al	al	PROPN
geoplanning-72246	46	4	.	.	PROPN
geoplanning-72246	47	1	(	(	PUNCT
geoplanning-72246	47	2	2021	2021	NUM
geoplanning-72246	47	3	)	)	PUNCT
geoplanning-72246	47	4	identified	identify	VERB
geoplanning-72246	47	5	natural	natural	ADJ
geoplanning-72246	47	6	and	and	CCONJ
geoplanning-72246	47	7	anthropogenic	anthropogenic	ADJ
geoplanning-72246	47	8	coastal	coastal	ADJ
geoplanning-72246	47	9	erosion	erosion	NOUN
geoplanning-72246	47	10	factors	factor	NOUN
geoplanning-72246	47	11	were	be	AUX
geoplanning-72246	47	12	delineated	delineate	VERB
geoplanning-72246	47	13	by	by	ADP
geoplanning-72246	47	14	case	case	NOUN
geoplanning-72246	47	15	studies	study	NOUN
geoplanning-72246	47	16	along	along	ADP
geoplanning-72246	47	17	the	the	DET
geoplanning-72246	47	18	south	south	ADJ
geoplanning-72246	47	19	-	-	PUNCT
geoplanning-72246	47	20	central	central	ADJ
geoplanning-72246	47	21	coast	coast	NOUN
geoplanning-72246	47	22	line	line	NOUN
geoplanning-72246	47	23	of	of	ADP
geoplanning-72246	47	24	vietnam	vietnam	PROPN
geoplanning-72246	47	25	.	.	PUNCT
geoplanning-72246	48	1	the	the	DET
geoplanning-72246	48	2	study	study	NOUN
geoplanning-72246	48	3	particularly	particularly	ADV
geoplanning-72246	48	4	stressed	stress	VERB
geoplanning-72246	48	5	the	the	DET
geoplanning-72246	48	6	dangers	danger	NOUN
geoplanning-72246	48	7	that	that	SCONJ
geoplanning-72246	48	8	natural	natural	ADJ
geoplanning-72246	48	9	risks	risk	NOUN
geoplanning-72246	48	10	and	and	CCONJ
geoplanning-72246	48	11	socio	socio	NOUN
geoplanning-72246	48	12	-	-	PUNCT
geoplanning-72246	48	13	economic	economic	ADJ
geoplanning-72246	48	14	activities	activity	NOUN
geoplanning-72246	48	15	constitute	constitute	VERB
geoplanning-72246	48	16	for	for	ADP
geoplanning-72246	48	17	the	the	DET
geoplanning-72246	48	18	stability	stability	NOUN
geoplanning-72246	48	19	of	of	ADP
geoplanning-72246	48	20	the	the	DET
geoplanning-72246	48	21	coast	coast	NOUN
geoplanning-72246	48	22	in	in	ADP
geoplanning-72246	48	23	the	the	DET
geoplanning-72246	48	24	process	process	NOUN
geoplanning-72246	48	25	.	.	PUNCT
geoplanning-72246	49	1	based	base	VERB
geoplanning-72246	49	2	on	on	ADP
geoplanning-72246	49	3	previous	previous	ADJ
geoplanning-72246	49	4	studies	study	NOUN
geoplanning-72246	49	5	,	,	PUNCT
geoplanning-72246	49	6	the	the	DET
geoplanning-72246	49	7	nature	nature	NOUN
geoplanning-72246	49	8	of	of	ADP
geoplanning-72246	49	9	coastal	coastal	ADJ
geoplanning-72246	49	10	erosion	erosion	NOUN
geoplanning-72246	49	11	and	and	CCONJ
geoplanning-72246	49	12	its	its	PRON
geoplanning-72246	49	13	vulnerability	vulnerability	NOUN
geoplanning-72246	49	14	are	be	AUX
geoplanning-72246	49	15	the	the	DET
geoplanning-72246	49	16	result	result	NOUN
geoplanning-72246	49	17	of	of	ADP
geoplanning-72246	49	18	interactions	interaction	NOUN
geoplanning-72246	49	19	between	between	ADP
geoplanning-72246	49	20	complex	complex	ADJ
geoplanning-72246	49	21	environmental	environmental	ADJ
geoplanning-72246	49	22	and	and	CCONJ
geoplanning-72246	49	23	anthropogenic	anthropogenic	ADJ
geoplanning-72246	49	24	factors	factor	NOUN
geoplanning-72246	49	25	.	.	PUNCT
geoplanning-72246	50	1	the	the	DET
geoplanning-72246	50	2	need	need	NOUN
geoplanning-72246	50	3	for	for	ADP
geoplanning-72246	50	4	integrated	integrated	ADJ
geoplanning-72246	50	5	management	management	NOUN
geoplanning-72246	50	6	becomes	become	VERB
geoplanning-72246	50	7	clear	clear	ADJ
geoplanning-72246	50	8	before	before	SCONJ
geoplanning-72246	50	9	the	the	DET
geoplanning-72246	50	10	associated	associated	ADJ
geoplanning-72246	50	11	long	long	ADJ
geoplanning-72246	50	12	-	-	PUNCT
geoplanning-72246	50	13	term	term	NOUN
geoplanning-72246	50	14	impacts	impact	NOUN
geoplanning-72246	50	15	can	can	AUX
geoplanning-72246	50	16	be	be	AUX
geoplanning-72246	50	17	observed	observe	VERB
geoplanning-72246	50	18	.	.	PUNCT
geoplanning-72246	51	1	although	although	SCONJ
geoplanning-72246	51	2	many	many	ADJ
geoplanning-72246	51	3	studies	study	NOUN
geoplanning-72246	51	4	have	have	AUX
geoplanning-72246	51	5	been	be	AUX
geoplanning-72246	51	6	conducted	conduct	VERB
geoplanning-72246	51	7	on	on	ADP
geoplanning-72246	51	8	coastal	coastal	ADJ
geoplanning-72246	51	9	erosion	erosion	NOUN
geoplanning-72246	51	10	,	,	PUNCT
geoplanning-72246	51	11	a	a	DET
geoplanning-72246	51	12	systematic	systematic	ADJ
geoplanning-72246	51	13	review	review	NOUN
geoplanning-72246	51	14	of	of	ADP
geoplanning-72246	51	15	how	how	SCONJ
geoplanning-72246	51	16	climate	climate	NOUN
geoplanning-72246	51	17	change	change	NOUN
geoplanning-72246	51	18	and	and	CCONJ
geoplanning-72246	51	19	natural	natural	ADJ
geoplanning-72246	51	20	hazards	hazard	NOUN
geoplanning-72246	51	21	interact	interact	VERB
geoplanning-72246	51	22	with	with	ADP
geoplanning-72246	51	23	each	each	DET
geoplanning-72246	51	24	other	other	ADJ
geoplanning-72246	51	25	in	in	ADP
geoplanning-72246	51	26	relation	relation	NOUN
geoplanning-72246	51	27	to	to	ADP
geoplanning-72246	51	28	their	their	PRON
geoplanning-72246	51	29	combined	combine	VERB
geoplanning-72246	51	30	impact	impact	NOUN
geoplanning-72246	51	31	on	on	ADP
geoplanning-72246	51	32	vietnam	vietnam	PROPN
geoplanning-72246	51	33	's	's	PART
geoplanning-72246	51	34	coastline	coastline	NOUN
geoplanning-72246	51	35	is	be	AUX
geoplanning-72246	51	36	still	still	ADV
geoplanning-72246	51	37	lacking	lack	VERB
geoplanning-72246	51	38	.	.	PUNCT
geoplanning-72246	52	1	the	the	DET
geoplanning-72246	52	2	relationship	relationship	NOUN
geoplanning-72246	52	3	between	between	ADP
geoplanning-72246	52	4	climate	climate	NOUN
geoplanning-72246	52	5	change	change	NOUN
geoplanning-72246	52	6	-	-	PUNCT
geoplanning-72246	52	7	related	relate	VERB
geoplanning-72246	52	8	events	event	NOUN
geoplanning-72246	52	9	and	and	CCONJ
geoplanning-72246	52	10	their	their	PRON
geoplanning-72246	52	11	impacts	impact	NOUN
geoplanning-72246	52	12	,	,	PUNCT
geoplanning-72246	52	13	their	their	PRON
geoplanning-72246	52	14	influence	influence	NOUN
geoplanning-72246	52	15	on	on	ADP
geoplanning-72246	52	16	coastal	coastal	ADJ
geoplanning-72246	52	17	erosion	erosion	NOUN
geoplanning-72246	52	18	,	,	PUNCT
geoplanning-72246	52	19	implications	implication	NOUN
geoplanning-72246	52	20	for	for	ADP
geoplanning-72246	52	21	livelihoods	livelihood	NOUN
geoplanning-72246	52	22	,	,	PUNCT
geoplanning-72246	52	23	and	and	CCONJ
geoplanning-72246	52	24	how	how	SCONJ
geoplanning-72246	52	25	adaptation	adaptation	NOUN
geoplanning-72246	52	26	measures	measure	NOUN
geoplanning-72246	52	27	work	work	VERB
geoplanning-72246	52	28	,	,	PUNCT
geoplanning-72246	52	29	requires	require	VERB
geoplanning-72246	52	30	stronger	strong	ADJ
geoplanning-72246	52	31	evidence	evidence	NOUN
geoplanning-72246	52	32	.	.	PUNCT
geoplanning-72246	53	1	this	this	DET
geoplanning-72246	53	2	study	study	NOUN
geoplanning-72246	53	3	next	next	ADJ
geoplanning-72246	53	4	gathers	gather	NOUN
geoplanning-72246	53	5	and	and	CCONJ
geoplanning-72246	53	6	analyzes	analyze	VERB
geoplanning-72246	53	7	existing	exist	VERB
geoplanning-72246	53	8	data	datum	NOUN
geoplanning-72246	53	9	,	,	PUNCT
geoplanning-72246	53	10	classifies	classify	VERB
geoplanning-72246	53	11	the	the	DET
geoplanning-72246	53	12	existing	exist	VERB
geoplanning-72246	53	13	coastal	coastal	ADJ
geoplanning-72246	53	14	erosion	erosion	NOUN
geoplanning-72246	53	15	in	in	ADP
geoplanning-72246	53	16	vietnam	vietnam	PROPN
geoplanning-72246	53	17	,	,	PUNCT
geoplanning-72246	53	18	identifies	identify	VERB
geoplanning-72246	53	19	main	main	ADJ
geoplanning-72246	53	20	factors	factor	NOUN
geoplanning-72246	53	21	determining	determine	VERB
geoplanning-72246	53	22	the	the	DET
geoplanning-72246	53	23	extent	extent	NOUN
geoplanning-72246	53	24	of	of	ADP
geoplanning-72246	53	25	erosion	erosion	NOUN
geoplanning-72246	53	26	,	,	PUNCT
geoplanning-72246	53	27	and	and	CCONJ
geoplanning-72246	53	28	applies	apply	VERB
geoplanning-72246	53	29	deep	deep	ADJ
geoplanning-72246	53	30	learning	learning	NOUN
geoplanning-72246	53	31	models	model	NOUN
geoplanning-72246	53	32	to	to	PART
geoplanning-72246	53	33	predict	predict	VERB
geoplanning-72246	53	34	erosion	erosion	NOUN
geoplanning-72246	53	35	trends	trend	NOUN
geoplanning-72246	53	36	.	.	PUNCT
geoplanning-72246	54	1	therefore	therefore	ADV
geoplanning-72246	54	2	,	,	PUNCT
geoplanning-72246	54	3	this	this	DET
geoplanning-72246	54	4	study	study	NOUN
geoplanning-72246	54	5	aims	aim	VERB
geoplanning-72246	54	6	to	to	PART
geoplanning-72246	54	7	analyze	analyze	VERB
geoplanning-72246	54	8	coastal	coastal	ADJ
geoplanning-72246	54	9	erosion	erosion	NOUN
geoplanning-72246	54	10	trends	trend	NOUN
geoplanning-72246	54	11	,	,	PUNCT
geoplanning-72246	54	12	identify	identify	VERB
geoplanning-72246	54	13	the	the	DET
geoplanning-72246	54	14	factors	factor	NOUN
geoplanning-72246	54	15	that	that	PRON
geoplanning-72246	54	16	drive	drive	VERB
geoplanning-72246	54	17	them	they	PRON
geoplanning-72246	54	18	,	,	PUNCT
geoplanning-72246	54	19	and	and	CCONJ
geoplanning-72246	54	20	use	use	VERB
geoplanning-72246	54	21	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	X
geoplanning-72246	54	22	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PUNCT
geoplanning-72246	54	23	tran	tran	NOUN
geoplanning-72246	54	24	and	and	CCONJ
geoplanning-72246	54	25	nguyen	nguyen	NOUN
geoplanning-72246	54	26	/	/	SYM
geoplanning-72246	54	27	geoplanning	geoplanning	NOUN
geoplanning-72246	54	28	:	:	PUNCT
geoplanning-72246	54	29	journal	journal	NOUN
geoplanning-72246	54	30	of	of	ADP
geoplanning-72246	54	31	geomatics	geomatics	PROPN
geoplanning-72246	54	32	and	and	CCONJ
geoplanning-72246	54	33	planning	planning	NOUN
geoplanning-72246	54	34	,	,	PUNCT
geoplanning-72246	54	35	vol	vol	NOUN
geoplanning-72246	54	36	12	12	NUM
geoplanning-72246	54	37	,	,	PUNCT
geoplanning-72246	54	38	no	no	DET
geoplanning-72246	54	39	2	2	NUM
geoplanning-72246	54	40	,	,	PUNCT
geoplanning-72246	54	41	2025	2025	NUM
geoplanning-72246	54	42	,	,	PUNCT
geoplanning-72246	54	43	139	139	NUM
geoplanning-72246	54	44	-	-	SYM
geoplanning-72246	54	45	158	158	NUM
geoplanning-72246	54	46	doi	doi	NOUN
geoplanning-72246	54	47	:	:	PUNCT
geoplanning-72246	54	48	10.14710	10.14710	NUM
geoplanning-72246	54	49	/	/	SYM
geoplanning-72246	54	50	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	54	51	-	-	PUNCT
geoplanning-72246	54	52	158	158	NUM
geoplanning-72246	54	53	141	141	NUM
geoplanning-72246	54	54	deep	deep	ADJ
geoplanning-72246	54	55	learning	learn	VERB
geoplanning-72246	54	56	algorithms	algorithm	NOUN
geoplanning-72246	54	57	to	to	PART
geoplanning-72246	54	58	estimate	estimate	VERB
geoplanning-72246	54	59	future	future	ADJ
geoplanning-72246	54	60	erosion	erosion	NOUN
geoplanning-72246	54	61	risks	risk	NOUN
geoplanning-72246	54	62	.	.	PUNCT
geoplanning-72246	55	1	in	in	ADP
geoplanning-72246	55	2	addition	addition	NOUN
geoplanning-72246	55	3	,	,	PUNCT
geoplanning-72246	55	4	this	this	DET
geoplanning-72246	55	5	study	study	NOUN
geoplanning-72246	55	6	also	also	ADV
geoplanning-72246	55	7	provides	provide	VERB
geoplanning-72246	55	8	context	context	NOUN
geoplanning-72246	55	9	-	-	PUNCT
geoplanning-72246	55	10	specific	specific	ADJ
geoplanning-72246	55	11	interventions	intervention	NOUN
geoplanning-72246	55	12	to	to	PART
geoplanning-72246	55	13	reduce	reduce	VERB
geoplanning-72246	55	14	risk	risk	NOUN
geoplanning-72246	55	15	.	.	PUNCT
geoplanning-72246	56	1	the	the	DET
geoplanning-72246	56	2	results	result	NOUN
geoplanning-72246	56	3	are	be	AUX
geoplanning-72246	56	4	very	very	ADV
geoplanning-72246	56	5	important	important	ADJ
geoplanning-72246	56	6	for	for	ADP
geoplanning-72246	56	7	policymakers	policymaker	NOUN
geoplanning-72246	56	8	,	,	PUNCT
geoplanning-72246	56	9	local	local	ADJ
geoplanning-72246	56	10	governments	government	NOUN
geoplanning-72246	56	11	,	,	PUNCT
geoplanning-72246	56	12	developers	developer	NOUN
geoplanning-72246	56	13	and	and	CCONJ
geoplanning-72246	56	14	environmental	environmental	ADJ
geoplanning-72246	56	15	researchers	researcher	NOUN
geoplanning-72246	56	16	so	so	SCONJ
geoplanning-72246	56	17	they	they	PRON
geoplanning-72246	56	18	can	can	AUX
geoplanning-72246	56	19	implement	implement	VERB
geoplanning-72246	56	20	proven	prove	VERB
geoplanning-72246	56	21	data	data	NOUN
geoplanning-72246	56	22	-	-	PUNCT
geoplanning-72246	56	23	driven	drive	VERB
geoplanning-72246	56	24	strategies	strategy	NOUN
geoplanning-72246	56	25	addressing	address	VERB
geoplanning-72246	56	26	the	the	DET
geoplanning-72246	56	27	needs	need	NOUN
geoplanning-72246	56	28	,	,	PUNCT
geoplanning-72246	56	29	capacities	capacity	NOUN
geoplanning-72246	56	30	and	and	CCONJ
geoplanning-72246	56	31	resilience	resilience	NOUN
geoplanning-72246	56	32	of	of	ADP
geoplanning-72246	56	33	coastal	coastal	ADJ
geoplanning-72246	56	34	communities	community	NOUN
geoplanning-72246	56	35	under	under	ADP
geoplanning-72246	56	36	acute	acute	ADJ
geoplanning-72246	56	37	or	or	CCONJ
geoplanning-72246	56	38	extreme	extreme	ADJ
geoplanning-72246	56	39	environmental	environmental	ADJ
geoplanning-72246	56	40	and	and	CCONJ
geoplanning-72246	56	41	social	social	ADJ
geoplanning-72246	56	42	-	-	PUNCT
geoplanning-72246	56	43	ecological	ecological	ADJ
geoplanning-72246	56	44	pressures	pressure	NOUN
geoplanning-72246	56	45	.	.	PUNCT
geoplanning-72246	57	1	2	2	X
geoplanning-72246	57	2	.	.	X
geoplanning-72246	57	3	data	datum	NOUN
geoplanning-72246	57	4	and	and	CCONJ
geoplanning-72246	57	5	methods	method	NOUN
geoplanning-72246	57	6	the	the	DET
geoplanning-72246	57	7	study	study	NOUN
geoplanning-72246	57	8	employs	employ	VERB
geoplanning-72246	57	9	a	a	DET
geoplanning-72246	57	10	range	range	NOUN
geoplanning-72246	57	11	of	of	ADP
geoplanning-72246	57	12	deep	deep	ADJ
geoplanning-72246	57	13	learning	learning	NOUN
geoplanning-72246	57	14	models	model	NOUN
geoplanning-72246	57	15	,	,	PUNCT
geoplanning-72246	57	16	including	include	VERB
geoplanning-72246	57	17	lstm	lstm	NOUN
geoplanning-72246	57	18	,	,	PUNCT
geoplanning-72246	57	19	bilstm	bilstm	NOUN
geoplanning-72246	57	20	,	,	PUNCT
geoplanning-72246	57	21	rnn	rnn	PROPN
geoplanning-72246	57	22	,	,	PUNCT
geoplanning-72246	57	23	birnn	birnn	NOUN
geoplanning-72246	57	24	,	,	PUNCT
geoplanning-72246	57	25	and	and	CCONJ
geoplanning-72246	57	26	hybrid	hybrid	ADJ
geoplanning-72246	57	27	rnn	rnn	PROPN
geoplanning-72246	57	28	-	-	PUNCT
geoplanning-72246	57	29	lstm	lstm	NOUN
geoplanning-72246	57	30	,	,	PUNCT
geoplanning-72246	57	31	to	to	PART
geoplanning-72246	57	32	analyze	analyze	VERB
geoplanning-72246	57	33	and	and	CCONJ
geoplanning-72246	57	34	forecast	forecast	VERB
geoplanning-72246	57	35	coastal	coastal	ADJ
geoplanning-72246	57	36	erosion	erosion	NOUN
geoplanning-72246	57	37	patterns	pattern	NOUN
geoplanning-72246	57	38	along	along	ADP
geoplanning-72246	57	39	vietnam	vietnam	PROPN
geoplanning-72246	57	40	's	's	PART
geoplanning-72246	57	41	shoreline	shoreline	NOUN
geoplanning-72246	57	42	.	.	PUNCT
geoplanning-72246	58	1	the	the	DET
geoplanning-72246	58	2	principles	principle	NOUN
geoplanning-72246	58	3	and	and	CCONJ
geoplanning-72246	58	4	functionalities	functionality	NOUN
geoplanning-72246	58	5	of	of	ADP
geoplanning-72246	58	6	these	these	DET
geoplanning-72246	58	7	models	model	NOUN
geoplanning-72246	58	8	are	be	AUX
geoplanning-72246	58	9	described	describe	VERB
geoplanning-72246	58	10	in	in	ADP
geoplanning-72246	58	11	detail	detail	NOUN
geoplanning-72246	58	12	below	below	ADV
geoplanning-72246	58	13	,	,	PUNCT
geoplanning-72246	58	14	highlighting	highlight	VERB
geoplanning-72246	58	15	their	their	PRON
geoplanning-72246	58	16	suitability	suitability	NOUN
geoplanning-72246	58	17	for	for	ADP
geoplanning-72246	58	18	coastal	coastal	ADJ
geoplanning-72246	58	19	erosion	erosion	NOUN
geoplanning-72246	58	20	prediction	prediction	NOUN
geoplanning-72246	58	21	and	and	CCONJ
geoplanning-72246	58	22	comparative	comparative	ADJ
geoplanning-72246	58	23	performance	performance	NOUN
geoplanning-72246	58	24	in	in	ADP
geoplanning-72246	58	25	forecasting	forecasting	NOUN
geoplanning-72246	58	26	accuracy	accuracy	NOUN
geoplanning-72246	58	27	.	.	PUNCT
geoplanning-72246	59	1	2.1	2.1	NUM
geoplanning-72246	59	2	.	.	PUNCT
geoplanning-72246	60	1	lstm	lstm	NOUN
geoplanning-72246	60	2	it	it	PRON
geoplanning-72246	60	3	is	be	AUX
geoplanning-72246	60	4	designed	design	VERB
geoplanning-72246	60	5	to	to	PART
geoplanning-72246	60	6	manage	manage	VERB
geoplanning-72246	60	7	sequential	sequential	ADJ
geoplanning-72246	60	8	data	datum	NOUN
geoplanning-72246	60	9	by	by	ADP
geoplanning-72246	60	10	effectively	effectively	ADV
geoplanning-72246	60	11	capturing	capture	VERB
geoplanning-72246	60	12	long	long	ADJ
geoplanning-72246	60	13	-	-	PUNCT
geoplanning-72246	60	14	term	term	NOUN
geoplanning-72246	60	15	dependencies	dependency	NOUN
geoplanning-72246	60	16	(	(	PUNCT
geoplanning-72246	60	17	lindemann	lindemann	PROPN
geoplanning-72246	60	18	et	et	PROPN
geoplanning-72246	60	19	al	al	PROPN
geoplanning-72246	60	20	.	.	PROPN
geoplanning-72246	60	21	,	,	PUNCT
geoplanning-72246	60	22	2021	2021	NUM
geoplanning-72246	60	23	;	;	PUNCT
geoplanning-72246	60	24	xiang	xiang	PROPN
geoplanning-72246	60	25	et	et	PROPN
geoplanning-72246	60	26	al	al	PROPN
geoplanning-72246	60	27	.	.	PROPN
geoplanning-72246	60	28	,	,	PUNCT
geoplanning-72246	60	29	2020	2020	NUM
geoplanning-72246	60	30	)	)	PUNCT
geoplanning-72246	60	31	.	.	PUNCT
geoplanning-72246	61	1	an	an	DET
geoplanning-72246	61	2	overview	overview	NOUN
geoplanning-72246	61	3	of	of	ADP
geoplanning-72246	61	4	its	its	PRON
geoplanning-72246	61	5	architecture	architecture	NOUN
geoplanning-72246	61	6	is	be	AUX
geoplanning-72246	61	7	presented	present	VERB
geoplanning-72246	61	8	in	in	ADP
geoplanning-72246	61	9	figure	figure	NOUN
geoplanning-72246	61	10	1	1	NUM
geoplanning-72246	61	11	,	,	PUNCT
geoplanning-72246	61	12	and	and	CCONJ
geoplanning-72246	61	13	its	its	PRON
geoplanning-72246	61	14	detail	detail	NOUN
geoplanning-72246	61	15	is	be	AUX
geoplanning-72246	61	16	as	as	ADV
geoplanning-72246	61	17	follow	follow	VERB
geoplanning-72246	61	18	(	(	PUNCT
geoplanning-72246	61	19	i	i	NOUN
geoplanning-72246	61	20	)	)	PUNCT
geoplanning-72246	61	21	input	input	NOUN
geoplanning-72246	61	22	layer	layer	NOUN
geoplanning-72246	61	23	:	:	PUNCT
geoplanning-72246	61	24	the	the	DET
geoplanning-72246	61	25	model	model	NOUN
geoplanning-72246	61	26	receives	receive	VERB
geoplanning-72246	61	27	a	a	DET
geoplanning-72246	61	28	sequence	sequence	NOUN
geoplanning-72246	61	29	of	of	ADP
geoplanning-72246	61	30	input	input	NOUN
geoplanning-72246	61	31	data	datum	NOUN
geoplanning-72246	61	32	as	as	ADP
geoplanning-72246	61	33	a	a	DET
geoplanning-72246	61	34	sequence	sequence	NOUN
geoplanning-72246	61	35	of	of	ADP
geoplanning-72246	61	36	data	datum	NOUN
geoplanning-72246	61	37	points	point	NOUN
geoplanning-72246	61	38	𝑋	𝑋	PROPN
geoplanning-72246	61	39	=	=	PROPN
geoplanning-72246	61	40	⟦	⟦	PROPN
geoplanning-72246	61	41	𝑥1	𝑥1	PROPN
geoplanning-72246	61	42	,	,	PUNCT
geoplanning-72246	61	43	𝑥2	𝑥2	NOUN
geoplanning-72246	61	44	,	,	PUNCT
geoplanning-72246	61	45	…	…	PUNCT
geoplanning-72246	62	1	𝑥𝑡	𝑥𝑡	PRON
geoplanning-72246	62	2	⟧	⟧	PROPN
geoplanning-72246	62	3	,	,	PUNCT
geoplanning-72246	62	4	where	where	SCONJ
geoplanning-72246	62	5	t	t	PROPN
geoplanning-72246	62	6	is	be	AUX
geoplanning-72246	62	7	the	the	DET
geoplanning-72246	62	8	sequence	sequence	NOUN
geoplanning-72246	62	9	length	length	NOUN
geoplanning-72246	62	10	.	.	PUNCT
geoplanning-72246	63	1	(	(	PUNCT
geoplanning-72246	63	2	ii	ii	NOUN
geoplanning-72246	63	3	)	)	PUNCT
geoplanning-72246	63	4	forget	forget	VERB
geoplanning-72246	63	5	gate	gate	NOUN
geoplanning-72246	63	6	(	(	PUNCT
geoplanning-72246	63	7	𝑓𝑡	𝑓𝑡	PROPN
geoplanning-72246	63	8	):	):	PUNCT
geoplanning-72246	63	9	decides	decide	VERB
geoplanning-72246	63	10	what	what	DET
geoplanning-72246	63	11	information	information	NOUN
geoplanning-72246	63	12	from	from	ADP
geoplanning-72246	63	13	the	the	DET
geoplanning-72246	63	14	previous	previous	ADJ
geoplanning-72246	63	15	time	time	NOUN
geoplanning-72246	63	16	step	step	NOUN
geoplanning-72246	63	17	should	should	AUX
geoplanning-72246	63	18	be	be	AUX
geoplanning-72246	63	19	discarded	discard	VERB
geoplanning-72246	63	20	from	from	ADP
geoplanning-72246	63	21	the	the	DET
geoplanning-72246	63	22	cell	cell	NOUN
geoplanning-72246	63	23	state	state	NOUN
geoplanning-72246	63	24	𝐶𝑡−1	𝐶𝑡−1	PROPN
geoplanning-72246	63	25	with	with	ADP
geoplanning-72246	63	26	formulation	formulation	NOUN
geoplanning-72246	63	27	(	(	PUNCT
geoplanning-72246	63	28	see	see	VERB
geoplanning-72246	63	29	equation	equation	NOUN
geoplanning-72246	63	30	1	1	NUM
geoplanning-72246	63	31	):	):	PUNCT
geoplanning-72246	63	32	𝑓𝑡	𝑓𝑡	PROPN
geoplanning-72246	63	33	=	=	PUNCT
geoplanning-72246	63	34	𝜎(𝑊𝑓	𝜎(𝑊𝑓	NOUN
geoplanning-72246	63	35	∗	∗	NOUN
geoplanning-72246	64	1	𝑥𝑡	𝑥𝑡	ADP
geoplanning-72246	64	2	+	+	CCONJ
geoplanning-72246	64	3	𝑈𝑓	𝑈𝑓	PROPN
geoplanning-72246	64	4	∗	∗	NOUN
geoplanning-72246	64	5	ℎ𝑡−1	ℎ𝑡−1	PROPN
geoplanning-72246	64	6	𝐿	𝐿	PROPN
geoplanning-72246	64	7	+	+	PROPN
geoplanning-72246	64	8	𝑏𝑓	𝑏𝑓	PROPN
geoplanning-72246	64	9	)	)	PUNCT
geoplanning-72246	64	10	……	……	NOUN
geoplanning-72246	64	11	...	...	PUNCT
geoplanning-72246	64	12	(	(	PUNCT
geoplanning-72246	64	13	eq.1	eq.1	NOUN
geoplanning-72246	64	14	)	)	PUNCT
geoplanning-72246	64	15	this	this	PRON
geoplanning-72246	64	16	is	be	AUX
geoplanning-72246	64	17	done	do	VERB
geoplanning-72246	64	18	by	by	ADP
geoplanning-72246	64	19	applying	apply	VERB
geoplanning-72246	64	20	a	a	DET
geoplanning-72246	64	21	sigmoid	sigmoid	NOUN
geoplanning-72246	64	22	activation	activation	NOUN
geoplanning-72246	64	23	function	function	NOUN
geoplanning-72246	64	24	(	(	PUNCT
geoplanning-72246	64	25	σ	σ	NOUN
geoplanning-72246	64	26	)	)	PUNCT
geoplanning-72246	64	27	to	to	PART
geoplanning-72246	64	28	produce	produce	VERB
geoplanning-72246	64	29	values	value	NOUN
geoplanning-72246	64	30	between	between	ADP
geoplanning-72246	64	31	0	0	NUM
geoplanning-72246	64	32	and	and	CCONJ
geoplanning-72246	64	33	1	1	NUM
geoplanning-72246	64	34	(	(	PUNCT
geoplanning-72246	64	35	0	0	NUM
geoplanning-72246	64	36	=	=	VERB
geoplanning-72246	64	37	forget	forget	VERB
geoplanning-72246	64	38	,	,	PUNCT
geoplanning-72246	64	39	1	1	X
geoplanning-72246	64	40	=	=	SYM
geoplanning-72246	64	41	retain	retain	VERB
geoplanning-72246	64	42	)	)	PUNCT
geoplanning-72246	64	43	.	.	PUNCT
geoplanning-72246	65	1	(	(	PUNCT
geoplanning-72246	65	2	iii	iii	X
geoplanning-72246	65	3	)	)	PUNCT
geoplanning-72246	65	4	input	input	NOUN
geoplanning-72246	65	5	gate	gate	NOUN
geoplanning-72246	65	6	(	(	PUNCT
geoplanning-72246	65	7	𝑖𝑡	𝑖𝑡	NOUN
geoplanning-72246	65	8	)	)	PUNCT
geoplanning-72246	65	9	and	and	CCONJ
geoplanning-72246	65	10	candidate	candidate	NOUN
geoplanning-72246	65	11	state	state	NOUN
geoplanning-72246	65	12	(	(	PUNCT
geoplanning-72246	65	13	�	�	PROPN
geoplanning-72246	65	14	̃	̃	PROPN
geoplanning-72246	65	15	�	�	NOUN
geoplanning-72246	65	16	𝑡	𝑡	NOUN
geoplanning-72246	65	17	):	):	PUNCT
geoplanning-72246	65	18	determines	determine	NOUN
geoplanning-72246	65	19	which	which	PRON
geoplanning-72246	65	20	values	value	NOUN
geoplanning-72246	65	21	from	from	ADP
geoplanning-72246	65	22	the	the	DET
geoplanning-72246	65	23	current	current	ADJ
geoplanning-72246	65	24	input	input	NOUN
geoplanning-72246	65	25	and	and	CCONJ
geoplanning-72246	65	26	the	the	DET
geoplanning-72246	65	27	previous	previous	ADJ
geoplanning-72246	65	28	output	output	NOUN
geoplanning-72246	65	29	should	should	AUX
geoplanning-72246	65	30	be	be	AUX
geoplanning-72246	65	31	stored	store	VERB
geoplanning-72246	65	32	in	in	ADP
geoplanning-72246	65	33	the	the	DET
geoplanning-72246	65	34	cell	cell	NOUN
geoplanning-72246	65	35	state	state	NOUN
geoplanning-72246	65	36	.	.	PUNCT
geoplanning-72246	66	1	the	the	DET
geoplanning-72246	66	2	new	new	ADJ
geoplanning-72246	66	3	information	information	NOUN
geoplanning-72246	66	4	should	should	AUX
geoplanning-72246	66	5	be	be	AUX
geoplanning-72246	66	6	added	add	VERB
geoplanning-72246	66	7	to	to	ADP
geoplanning-72246	66	8	the	the	DET
geoplanning-72246	66	9	cell	cell	NOUN
geoplanning-72246	66	10	state	state	NOUN
geoplanning-72246	66	11	as	as	ADP
geoplanning-72246	66	12	the	the	DET
geoplanning-72246	66	13	equation	equation	NOUN
geoplanning-72246	66	14	(	(	PUNCT
geoplanning-72246	66	15	2	2	NUM
geoplanning-72246	66	16	)	)	PUNCT
geoplanning-72246	66	17	and	and	CCONJ
geoplanning-72246	66	18	equation	equation	NOUN
geoplanning-72246	66	19	(	(	PUNCT
geoplanning-72246	66	20	3	3	NUM
geoplanning-72246	66	21	)	)	PUNCT
geoplanning-72246	66	22	𝑖𝑡	𝑖𝑡	NOUN
geoplanning-72246	67	1	=	=	PUNCT
geoplanning-72246	67	2	𝜎(𝑊𝑖	𝜎(𝑊𝑖	NOUN
geoplanning-72246	67	3	∗	∗	NOUN
geoplanning-72246	67	4	𝑥𝑡	𝑥𝑡	ADP
geoplanning-72246	67	5	+	+	CCONJ
geoplanning-72246	67	6	𝑈𝑖	𝑈𝑖	PROPN
geoplanning-72246	67	7	∗	∗	NOUN
geoplanning-72246	67	8	ℎ𝑡−1	ℎ𝑡−1	PROPN
geoplanning-72246	67	9	𝐿	𝐿	PROPN
geoplanning-72246	67	10	+	+	NOUN
geoplanning-72246	67	11	𝑏𝑖	𝑏𝑖	NOUN
geoplanning-72246	67	12	)	)	PUNCT
geoplanning-72246	67	13	……	……	NOUN
geoplanning-72246	67	14	……	……	NOUN
geoplanning-72246	67	15	...	...	PUNCT
geoplanning-72246	67	16	(	(	PUNCT
geoplanning-72246	67	17	eq.2	eq.2	NOUN
geoplanning-72246	67	18	)	)	PUNCT
geoplanning-72246	67	19	�	�	PROPN
geoplanning-72246	67	20	̃	̃	NOUN
geoplanning-72246	67	21	�	�	NOUN
geoplanning-72246	67	22	𝑡	𝑡	NOUN
geoplanning-72246	67	23	=	=	NOUN
geoplanning-72246	67	24	𝑡𝑎𝑛ℎ(𝑊𝑢	𝑡𝑎𝑛ℎ(𝑊𝑢	X
geoplanning-72246	67	25	∗	∗	NOUN
geoplanning-72246	67	26	𝑥𝑡	𝑥𝑡	X
geoplanning-72246	67	27	+	+	CCONJ
geoplanning-72246	67	28	𝑈𝑢	𝑈𝑢	PROPN
geoplanning-72246	67	29	∗	∗	NOUN
geoplanning-72246	67	30	ℎ𝑡−1	ℎ𝑡−1	PROPN
geoplanning-72246	67	31	𝐿	𝐿	PROPN
geoplanning-72246	67	32	+	+	PROPN
geoplanning-72246	67	33	𝑏𝑢	𝑏𝑢	NOUN
geoplanning-72246	67	34	)	)	PUNCT
geoplanning-72246	67	35	……	……	NOUN
geoplanning-72246	67	36	...	...	PUNCT
geoplanning-72246	67	37	(	(	PUNCT
geoplanning-72246	67	38	eq.3	eq.3	PROPN
geoplanning-72246	67	39	)	)	PUNCT
geoplanning-72246	67	40	(	(	PUNCT
geoplanning-72246	67	41	iv	iv	X
geoplanning-72246	67	42	)	)	PUNCT
geoplanning-72246	67	43	cell	cell	NOUN
geoplanning-72246	67	44	state	state	NOUN
geoplanning-72246	67	45	(	(	PUNCT
geoplanning-72246	67	46	𝐶𝑡	𝐶𝑡	PROPN
geoplanning-72246	67	47	):	):	PUNCT
geoplanning-72246	67	48	this	this	PRON
geoplanning-72246	67	49	is	be	AUX
geoplanning-72246	67	50	the	the	DET
geoplanning-72246	67	51	memory	memory	NOUN
geoplanning-72246	67	52	of	of	ADP
geoplanning-72246	67	53	the	the	DET
geoplanning-72246	67	54	lstm	lstm	NOUN
geoplanning-72246	67	55	that	that	PRON
geoplanning-72246	67	56	can	can	AUX
geoplanning-72246	67	57	carry	carry	VERB
geoplanning-72246	67	58	information	information	NOUN
geoplanning-72246	67	59	across	across	ADP
geoplanning-72246	67	60	time	time	NOUN
geoplanning-72246	67	61	steps	step	NOUN
geoplanning-72246	67	62	.	.	PUNCT
geoplanning-72246	68	1	it	it	PRON
geoplanning-72246	68	2	gets	get	AUX
geoplanning-72246	68	3	updated	update	VERB
geoplanning-72246	68	4	by	by	ADP
geoplanning-72246	68	5	the	the	DET
geoplanning-72246	68	6	input	input	NOUN
geoplanning-72246	68	7	gate	gate	NOUN
geoplanning-72246	68	8	and	and	CCONJ
geoplanning-72246	68	9	forget	forget	VERB
geoplanning-72246	68	10	gate	gate	NOUN
geoplanning-72246	68	11	.	.	PUNCT
geoplanning-72246	69	1	the	the	DET
geoplanning-72246	69	2	equation	equation	NOUN
geoplanning-72246	69	3	(	(	PUNCT
geoplanning-72246	69	4	4	4	X
geoplanning-72246	69	5	)	)	PUNCT
geoplanning-72246	69	6	indicates	indicate	VERB
geoplanning-72246	69	7	to	to	PART
geoplanning-72246	69	8	combines	combine	NOUN
geoplanning-72246	69	9	past	past	ADP
geoplanning-72246	69	10	knowledge	knowledge	NOUN
geoplanning-72246	69	11	𝑓𝑡	𝑓𝑡	PROPN
geoplanning-72246	69	12	⊙	⊙	PROPN
geoplanning-72246	69	13	𝐶𝑡−1and	𝐶𝑡−1and	CCONJ
geoplanning-72246	69	14	new	new	ADJ
geoplanning-72246	69	15	information	information	NOUN
geoplanning-72246	69	16	𝑖𝑡	𝑖𝑡	PROPN
geoplanning-72246	69	17	⊙	⊙	PROPN
geoplanning-72246	69	18	�	�	PROPN
geoplanning-72246	69	19	̃	̃	PROPN
geoplanning-72246	69	20	�	�	PROPN
geoplanning-72246	69	21	𝑡.	𝑡.	NOUN
geoplanning-72246	69	22	𝐶𝑡	𝐶𝑡	PROPN
geoplanning-72246	69	23	=	=	PUNCT
geoplanning-72246	69	24	𝑖𝑡	𝑖𝑡	PROPN
geoplanning-72246	69	25	⊙	⊙	PROPN
geoplanning-72246	69	26	�	�	PROPN
geoplanning-72246	69	27	̃	̃	PROPN
geoplanning-72246	69	28	�	�	PROPN
geoplanning-72246	69	29	𝑡	𝑡	NOUN
geoplanning-72246	69	30	+	+	X
geoplanning-72246	69	31	𝑓𝑡	𝑓𝑡	PROPN
geoplanning-72246	69	32	⊙	⊙	PROPN
geoplanning-72246	69	33	𝐶𝑡−1	𝐶𝑡−1	PROPN
geoplanning-72246	69	34	)	)	PUNCT
geoplanning-72246	69	35	…	…	PUNCT
geoplanning-72246	69	36	…	…	PUNCT
geoplanning-72246	69	37	…	…	PUNCT
geoplanning-72246	69	38	……	……	NOUN
geoplanning-72246	69	39	……	……	NOUN
geoplanning-72246	69	40	.	.	PUNCT
geoplanning-72246	70	1	(	(	PUNCT
geoplanning-72246	70	2	eq.4	eq.4	PROPN
geoplanning-72246	70	3	)	)	PUNCT
geoplanning-72246	70	4	(	(	PUNCT
geoplanning-72246	70	5	v	v	NOUN
geoplanning-72246	70	6	)	)	PUNCT
geoplanning-72246	70	7	output	output	NOUN
geoplanning-72246	70	8	gate	gate	NOUN
geoplanning-72246	70	9	(	(	PUNCT
geoplanning-72246	70	10	𝑜𝑡	𝑜𝑡	PROPN
geoplanning-72246	70	11	𝐿	𝐿	PROPN
geoplanning-72246	70	12	)	)	PUNCT
geoplanning-72246	70	13	and	and	CCONJ
geoplanning-72246	70	14	hidden	hide	VERB
geoplanning-72246	70	15	state	state	NOUN
geoplanning-72246	70	16	(	(	PUNCT
geoplanning-72246	70	17	ℎ𝑡	ℎ𝑡	PROPN
geoplanning-72246	70	18	𝐿	𝐿	PROPN
geoplanning-72246	70	19	):	):	PUNCT
geoplanning-72246	70	20	determines	determine	VERB
geoplanning-72246	70	21	what	what	PRON
geoplanning-72246	70	22	the	the	DET
geoplanning-72246	70	23	output	output	NOUN
geoplanning-72246	70	24	of	of	ADP
geoplanning-72246	70	25	the	the	DET
geoplanning-72246	70	26	current	current	ADJ
geoplanning-72246	70	27	lstm	lstm	NOUN
geoplanning-72246	70	28	cell	cell	NOUN
geoplanning-72246	70	29	should	should	AUX
geoplanning-72246	70	30	be	be	AUX
geoplanning-72246	70	31	.	.	PUNCT
geoplanning-72246	71	1	equation	equation	NOUN
geoplanning-72246	71	2	(	(	PUNCT
geoplanning-72246	71	3	5,6	5,6	NUM
geoplanning-72246	71	4	)	)	PUNCT
geoplanning-72246	71	5	are	be	AUX
geoplanning-72246	71	6	used	use	VERB
geoplanning-72246	71	7	the	the	DET
geoplanning-72246	71	8	cell	cell	NOUN
geoplanning-72246	71	9	state	state	NOUN
geoplanning-72246	71	10	and	and	CCONJ
geoplanning-72246	71	11	a	a	DET
geoplanning-72246	71	12	sigmoid	sigmoid	NOUN
geoplanning-72246	71	13	activation	activation	NOUN
geoplanning-72246	71	14	to	to	PART
geoplanning-72246	71	15	compute	compute	VERB
geoplanning-72246	71	16	the	the	DET
geoplanning-72246	71	17	output	output	NOUN
geoplanning-72246	71	18	,	,	PUNCT
geoplanning-72246	71	19	which	which	PRON
geoplanning-72246	71	20	is	be	AUX
geoplanning-72246	71	21	passed	pass	VERB
geoplanning-72246	71	22	to	to	ADP
geoplanning-72246	71	23	the	the	DET
geoplanning-72246	71	24	next	next	ADJ
geoplanning-72246	71	25	lstm	lstm	ADJ
geoplanning-72246	71	26	cell	cell	NOUN
geoplanning-72246	71	27	or	or	CCONJ
geoplanning-72246	71	28	used	use	VERB
geoplanning-72246	71	29	as	as	ADP
geoplanning-72246	71	30	the	the	DET
geoplanning-72246	71	31	model	model	NOUN
geoplanning-72246	71	32	's	's	PART
geoplanning-72246	71	33	prediction	prediction	NOUN
geoplanning-72246	71	34	(	(	PUNCT
geoplanning-72246	71	35	ℎ𝑡	ℎ𝑡	PROPN
geoplanning-72246	71	36	𝐿	𝐿	PROPN
geoplanning-72246	71	37	)	)	PUNCT
geoplanning-72246	71	38	.	.	PUNCT
geoplanning-72246	72	1	𝑜𝑡	𝑜𝑡	NOUN
geoplanning-72246	72	2	=	=	NOUN
geoplanning-72246	72	3	𝜎(𝑊𝑜	𝜎(𝑊𝑜	NOUN
geoplanning-72246	72	4	∗	∗	NOUN
geoplanning-72246	72	5	𝑥𝑡	𝑥𝑡	PRON
geoplanning-72246	72	6	+	+	CCONJ
geoplanning-72246	72	7	𝑈𝑜	𝑈𝑜	PROPN
geoplanning-72246	72	8	∗	∗	NOUN
geoplanning-72246	72	9	ℎ𝑡−1	ℎ𝑡−1	PROPN
geoplanning-72246	72	10	𝐿	𝐿	PROPN
geoplanning-72246	72	11	+	+	CCONJ
geoplanning-72246	72	12	𝑏𝑜	𝑏𝑜	ADJ
geoplanning-72246	72	13	)	)	PUNCT
geoplanning-72246	72	14	……	……	NOUN
geoplanning-72246	72	15	……	……	NOUN
geoplanning-72246	72	16	...	...	PUNCT
geoplanning-72246	72	17	(	(	PUNCT
geoplanning-72246	72	18	eq.5	eq.5	NOUN
geoplanning-72246	72	19	)	)	PUNCT
geoplanning-72246	72	20	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	72	21	𝐿	𝐿	PROPN
geoplanning-72246	72	22	=	=	PROPN
geoplanning-72246	72	23	𝑜𝑡	𝑜𝑡	PROPN
geoplanning-72246	72	24	⊙	⊙	PROPN
geoplanning-72246	72	25	tanh	tanh	PROPN
geoplanning-72246	72	26	(	(	PUNCT
geoplanning-72246	72	27	𝐶𝑡	𝐶𝑡	PROPN
geoplanning-72246	72	28	)	)	PUNCT
geoplanning-72246	72	29	)	)	PUNCT
geoplanning-72246	72	30	…	…	PUNCT
geoplanning-72246	72	31	…	…	SYM
geoplanning-72246	72	32	……	……	NOUN
geoplanning-72246	72	33	...	...	PUNCT
geoplanning-72246	72	34	…	…	PUNCT
geoplanning-72246	72	35	…	…	PUNCT
geoplanning-72246	72	36	…	…	PUNCT
geoplanning-72246	72	37	…	…	PUNCT
geoplanning-72246	72	38	…	…	PUNCT
geoplanning-72246	72	39	..	..	PUNCT
geoplanning-72246	72	40	(	(	PUNCT
geoplanning-72246	72	41	eq.6	eq.6	PROPN
geoplanning-72246	72	42	)	)	PUNCT
geoplanning-72246	72	43	(	(	PUNCT
geoplanning-72246	72	44	vi)fully	vi)fully	ADV
geoplanning-72246	72	45	connected	connect	VERB
geoplanning-72246	72	46	(	(	PUNCT
geoplanning-72246	72	47	dense	dense	ADJ
geoplanning-72246	72	48	)	)	PUNCT
geoplanning-72246	72	49	layer	layer	NOUN
geoplanning-72246	72	50	:	:	PUNCT
geoplanning-72246	72	51	converts	convert	VERB
geoplanning-72246	72	52	lstm	lstm	ADJ
geoplanning-72246	72	53	output	output	NOUN
geoplanning-72246	72	54	into	into	ADP
geoplanning-72246	72	55	a	a	DET
geoplanning-72246	72	56	final	final	ADJ
geoplanning-72246	72	57	prediction	prediction	NOUN
geoplanning-72246	72	58	in	in	ADP
geoplanning-72246	72	59	equation	equation	NOUN
geoplanning-72246	72	60	(	(	PUNCT
geoplanning-72246	72	61	7	7	X
geoplanning-72246	72	62	)	)	PUNCT
geoplanning-72246	72	63	𝑜𝑡	𝑜𝑡	NOUN
geoplanning-72246	72	64	𝐿	𝐿	NOUN
geoplanning-72246	72	65	=	=	PUNCT
geoplanning-72246	72	66	𝑡𝑎𝑛ℎ(𝑊𝑜	𝑡𝑎𝑛ℎ(𝑊𝑜	PROPN
geoplanning-72246	72	67	∗	∗	NOUN
geoplanning-72246	72	68	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	72	69	𝐿	𝐿	PROPN
geoplanning-72246	72	70	+	+	PROPN
geoplanning-72246	72	71	𝑏𝑜)	𝑏𝑜)	PROPN
geoplanning-72246	72	72	…	…	SYM
geoplanning-72246	72	73	…	…	PUNCT
geoplanning-72246	72	74	…	…	PUNCT
geoplanning-72246	72	75	…	…	PUNCT
geoplanning-72246	72	76	…	…	PUNCT
geoplanning-72246	72	77	…	…	PUNCT
geoplanning-72246	72	78	…	…	PUNCT
geoplanning-72246	72	79	…	…	PUNCT
geoplanning-72246	72	80	(eq.7	(eq.7	NOUN
geoplanning-72246	72	81	)	)	PUNCT
geoplanning-72246	72	82	the	the	DET
geoplanning-72246	72	83	optimal	optimal	ADJ
geoplanning-72246	72	84	component	component	NOUN
geoplanning-72246	72	85	model	model	NOUN
geoplanning-72246	72	86	features	feature	VERB
geoplanning-72246	72	87	an	an	DET
geoplanning-72246	72	88	input	input	NOUN
geoplanning-72246	72	89	layer	layer	NOUN
geoplanning-72246	72	90	with	with	ADP
geoplanning-72246	72	91	52	52	NUM
geoplanning-72246	72	92	nodes	node	NOUN
geoplanning-72246	72	93	,	,	PUNCT
geoplanning-72246	72	94	a	a	DET
geoplanning-72246	72	95	hidden	hidden	ADJ
geoplanning-72246	72	96	layer	layer	NOUN
geoplanning-72246	72	97	comprising	comprise	VERB
geoplanning-72246	72	98	84	84	NUM
geoplanning-72246	72	99	nodes	node	NOUN
geoplanning-72246	72	100	,	,	PUNCT
geoplanning-72246	72	101	and	and	CCONJ
geoplanning-72246	72	102	a	a	DET
geoplanning-72246	72	103	single	single	ADJ
geoplanning-72246	72	104	output	output	NOUN
geoplanning-72246	72	105	node	node	NOUN
geoplanning-72246	72	106	.	.	PUNCT
geoplanning-72246	73	1	the	the	DET
geoplanning-72246	73	2	adam	adam	PROPN
geoplanning-72246	73	3	optimizer	optimizer	NOUN
geoplanning-72246	73	4	is	be	AUX
geoplanning-72246	73	5	employed	employ	VERB
geoplanning-72246	73	6	for	for	ADP
geoplanning-72246	73	7	stochastic	stochastic	ADJ
geoplanning-72246	73	8	gradient	gradient	ADJ
geoplanning-72246	73	9	descent	descent	NOUN
geoplanning-72246	73	10	,	,	PUNCT
geoplanning-72246	73	11	while	while	SCONJ
geoplanning-72246	73	12	mean	mean	VERB
geoplanning-72246	73	13	squared	square	VERB
geoplanning-72246	73	14	error	error	NOUN
geoplanning-72246	73	15	(	(	PUNCT
geoplanning-72246	73	16	mse	mse	NOUN
geoplanning-72246	73	17	)	)	PUNCT
geoplanning-72246	73	18	serves	serve	VERB
geoplanning-72246	73	19	as	as	ADP
geoplanning-72246	73	20	the	the	DET
geoplanning-72246	73	21	performance	performance	NOUN
geoplanning-72246	73	22	evaluation	evaluation	NOUN
geoplanning-72246	73	23	metric	metric	NOUN
geoplanning-72246	73	24	.	.	PUNCT
geoplanning-72246	74	1	the	the	DET
geoplanning-72246	74	2	model	model	NOUN
geoplanning-72246	74	3	is	be	AUX
geoplanning-72246	74	4	trained	train	VERB
geoplanning-72246	74	5	150	150	NUM
geoplanning-72246	74	6	epochs	epoch	NOUN
geoplanning-72246	74	7	with	with	ADP
geoplanning-72246	74	8	a	a	DET
geoplanning-72246	74	9	batch	batch	NOUN
geoplanning-72246	74	10	size	size	NOUN
geoplanning-72246	74	11	of	of	ADP
geoplanning-72246	74	12	12	12	NUM
geoplanning-72246	74	13	,	,	PUNCT
geoplanning-72246	74	14	and	and	CCONJ
geoplanning-72246	74	15	tanh	tanh	PROPN
geoplanning-72246	74	16	(	(	PUNCT
geoplanning-72246	74	17	activation	activation	NOUN
geoplanning-72246	74	18	function	function	NOUN
geoplanning-72246	74	19	)	)	PUNCT
geoplanning-72246	74	20	for	for	ADP
geoplanning-72246	74	21	tested	test	VERB
geoplanning-72246	74	22	in	in	ADP
geoplanning-72246	74	23	the	the	DET
geoplanning-72246	74	24	hidden	hide	VERB
geoplanning-72246	74	25	layer	layer	NOUN
geoplanning-72246	74	26	.	.	PUNCT
geoplanning-72246	75	1	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PRON
geoplanning-72246	75	2	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PRON
geoplanning-72246	75	3	tran	tran	NOUN
geoplanning-72246	75	4	and	and	CCONJ
geoplanning-72246	75	5	nguyen	nguyen	NOUN
geoplanning-72246	75	6	/	/	SYM
geoplanning-72246	75	7	geoplanning	geoplanning	NOUN
geoplanning-72246	75	8	:	:	PUNCT
geoplanning-72246	75	9	journal	journal	NOUN
geoplanning-72246	75	10	of	of	ADP
geoplanning-72246	75	11	geomatics	geomatics	PROPN
geoplanning-72246	75	12	and	and	CCONJ
geoplanning-72246	75	13	planning	planning	NOUN
geoplanning-72246	75	14	,	,	PUNCT
geoplanning-72246	75	15	vol	vol	NOUN
geoplanning-72246	75	16	12	12	NUM
geoplanning-72246	75	17	,	,	PUNCT
geoplanning-72246	75	18	no	no	DET
geoplanning-72246	75	19	2	2	NUM
geoplanning-72246	75	20	,	,	PUNCT
geoplanning-72246	75	21	2025	2025	NUM
geoplanning-72246	75	22	,	,	PUNCT
geoplanning-72246	75	23	139	139	NUM
geoplanning-72246	75	24	-	-	SYM
geoplanning-72246	75	25	158	158	NUM
geoplanning-72246	75	26	doi	doi	NOUN
geoplanning-72246	75	27	:	:	PUNCT
geoplanning-72246	75	28	10.14710	10.14710	NUM
geoplanning-72246	75	29	/	/	SYM
geoplanning-72246	75	30	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	75	31	-	-	PUNCT
geoplanning-72246	75	32	158	158	NUM
geoplanning-72246	75	33	142	142	NUM
geoplanning-72246	75	34	figure	figure	NOUN
geoplanning-72246	75	35	1	1	NUM
geoplanning-72246	75	36	.	.	PUNCT
geoplanning-72246	76	1	the	the	DET
geoplanning-72246	76	2	lstm	lstm	PROPN
geoplanning-72246	76	3	model	model	PROPN
geoplanning-72246	76	4	’s	’s	PART
geoplanning-72246	76	5	working	work	VERB
geoplanning-72246	76	6	structure	structure	NOUN
geoplanning-72246	76	7	2.2	2.2	NUM
geoplanning-72246	76	8	.	.	PUNCT
geoplanning-72246	76	9	bilstm	bilstm	NOUN
geoplanning-72246	76	10	bilstm	bilstm	NOUN
geoplanning-72246	76	11	model	model	NOUN
geoplanning-72246	76	12	is	be	AUX
geoplanning-72246	76	13	an	an	DET
geoplanning-72246	76	14	extension	extension	NOUN
geoplanning-72246	76	15	of	of	ADP
geoplanning-72246	76	16	the	the	DET
geoplanning-72246	76	17	lstm	lstm	PROPN
geoplanning-72246	76	18	network	network	NOUN
geoplanning-72246	76	19	,	,	PUNCT
geoplanning-72246	76	20	and	and	CCONJ
geoplanning-72246	76	21	figure	figure	VERB
geoplanning-72246	76	22	2	2	NUM
geoplanning-72246	76	23	shows	show	VERB
geoplanning-72246	76	24	a	a	DET
geoplanning-72246	76	25	process	process	NOUN
geoplanning-72246	76	26	of	of	ADP
geoplanning-72246	76	27	input	input	NOUN
geoplanning-72246	76	28	sequences	sequence	NOUN
geoplanning-72246	76	29	in	in	ADP
geoplanning-72246	76	30	both	both	CCONJ
geoplanning-72246	76	31	forward	forward	ADJ
geoplanning-72246	76	32	and	and	CCONJ
geoplanning-72246	76	33	backward	backward	ADJ
geoplanning-72246	76	34	directions	direction	NOUN
geoplanning-72246	76	35	(	(	PUNCT
geoplanning-72246	76	36	hameed	hameed	PROPN
geoplanning-72246	76	37	&	&	CCONJ
geoplanning-72246	76	38	garcia	garcia	PROPN
geoplanning-72246	76	39	-	-	PUNCT
geoplanning-72246	76	40	zapirain	zapirain	PROPN
geoplanning-72246	76	41	,	,	PUNCT
geoplanning-72246	76	42	2020	2020	NUM
geoplanning-72246	76	43	;	;	PUNCT
geoplanning-72246	76	44	siami	siami	NOUN
geoplanning-72246	76	45	-	-	PUNCT
geoplanning-72246	76	46	namini	namini	PROPN
geoplanning-72246	76	47	et	et	PROPN
geoplanning-72246	76	48	al	al	PROPN
geoplanning-72246	76	49	.	.	PROPN
geoplanning-72246	76	50	,	,	PUNCT
geoplanning-72246	76	51	2019	2019	NUM
geoplanning-72246	76	52	)	)	PUNCT
geoplanning-72246	76	53	.	.	PUNCT
geoplanning-72246	77	1	at	at	ADP
geoplanning-72246	77	2	each	each	DET
geoplanning-72246	77	3	time	time	NOUN
geoplanning-72246	77	4	,	,	PUNCT
geoplanning-72246	77	5	step	step	NOUN
geoplanning-72246	77	6	t	t	PROPN
geoplanning-72246	77	7	,	,	PUNCT
geoplanning-72246	77	8	a	a	DET
geoplanning-72246	77	9	working	work	VERB
geoplanning-72246	77	10	method	method	NOUN
geoplanning-72246	77	11	of	of	ADP
geoplanning-72246	77	12	two	two	NUM
geoplanning-72246	77	13	hidden	hide	VERB
geoplanning-72246	77	14	states	state	NOUN
geoplanning-72246	77	15	are	be	AUX
geoplanning-72246	77	16	indicated	indicate	VERB
geoplanning-72246	77	17	as	as	ADP
geoplanning-72246	77	18	below	below	ADV
geoplanning-72246	77	19	:	:	PUNCT
geoplanning-72246	77	20	(	(	PUNCT
geoplanning-72246	77	21	i	i	NOUN
geoplanning-72246	77	22	)	)	PUNCT
geoplanning-72246	77	23	forward	forward	ADV
geoplanning-72246	77	24	hidden	hide	VERB
geoplanning-72246	77	25	state	state	NOUN
geoplanning-72246	77	26	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	77	27	𝐵𝐿⃗⃗	𝐵𝐿⃗⃗	PROPN
geoplanning-72246	77	28	⃗⃗	⃗⃗	PROPN
geoplanning-72246	77	29	⃗⃗	⃗⃗	PROPN
geoplanning-72246	77	30	calculated	calculate	VERB
geoplanning-72246	77	31	using	use	VERB
geoplanning-72246	77	32	equation	equation	NOUN
geoplanning-72246	77	33	(	(	PUNCT
geoplanning-72246	77	34	8)	8)	NUM
geoplanning-72246	77	35	:	:	PUNCT
geoplanning-72246	77	36	ℎ𝑡	ℎ𝑡	PROPN
geoplanning-72246	77	37	𝐵𝐿⃗⃗	𝐵𝐿⃗⃗	PROPN
geoplanning-72246	77	38	⃗⃗	⃗⃗	PROPN
geoplanning-72246	77	39	⃗⃗	⃗⃗	PROPN
geoplanning-72246	78	1	=	=	PRON
geoplanning-72246	78	2	𝑜𝑡	𝑜𝑡	PROPN
geoplanning-72246	78	3	𝐵𝐿⃗⃗	𝐵𝐿⃗⃗	PROPN
geoplanning-72246	78	4	⃗⃗	⃗⃗	PROPN
geoplanning-72246	78	5	⃗⃗	⃗⃗	PROPN
geoplanning-72246	78	6	⊙	⊙	PROPN
geoplanning-72246	78	7	tanh	tanh	PROPN
geoplanning-72246	78	8	(	(	PUNCT
geoplanning-72246	78	9	𝐶𝑡)⃗⃗	𝐶𝑡)⃗⃗	PROPN
geoplanning-72246	78	10	⃗⃗	⃗⃗	PROPN
geoplanning-72246	78	11	⃗⃗	⃗⃗	PROPN
geoplanning-72246	78	12	⃗⃗	⃗⃗	PROPN
geoplanning-72246	78	13	⃗⃗	⃗⃗	PROPN
geoplanning-72246	78	14	⃗⃗	⃗⃗	PROPN
geoplanning-72246	78	15	⃗⃗	⃗⃗	PROPN
geoplanning-72246	78	16	⃗⃗	⃗⃗	PROPN
geoplanning-72246	78	17	⃗⃗	⃗⃗	PROPN
geoplanning-72246	78	18	⃗	⃗	PROPN
geoplanning-72246	78	19	…	…	SYM
geoplanning-72246	78	20	…	…	SYM
geoplanning-72246	78	21	…	…	PUNCT
geoplanning-72246	78	22	…	…	PUNCT
geoplanning-72246	78	23	…	…	PUNCT
geoplanning-72246	78	24	…	…	PUNCT
geoplanning-72246	78	25	…	…	PUNCT
geoplanning-72246	78	26	…	…	SYM
geoplanning-72246	78	27	(eq.8	(eq.8	X
geoplanning-72246	78	28	)	)	PUNCT
geoplanning-72246	78	29	(	(	PUNCT
geoplanning-72246	78	30	ii	ii	NOUN
geoplanning-72246	78	31	)	)	PUNCT
geoplanning-72246	79	1	backward	backward	ADV
geoplanning-72246	79	2	hidden	hide	VERB
geoplanning-72246	79	3	state	state	NOUN
geoplanning-72246	79	4	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	79	5	𝐵𝐿⃖⃗	𝐵𝐿⃖⃗	PROPN
geoplanning-72246	79	6	⃗⃗	⃗⃗	PROPN
geoplanning-72246	79	7	⃗⃗	⃗⃗	PROPN
geoplanning-72246	79	8	⃗	⃗	PROPN
geoplanning-72246	79	9	calculated	calculate	VERB
geoplanning-72246	79	10	in	in	ADP
geoplanning-72246	79	11	reverse	reverse	ADJ
geoplanning-72246	79	12	order	order	NOUN
geoplanning-72246	79	13	in	in	ADP
geoplanning-72246	79	14	accordance	accordance	NOUN
geoplanning-72246	79	15	with	with	ADP
geoplanning-72246	79	16	equation	equation	NOUN
geoplanning-72246	79	17	(	(	PUNCT
geoplanning-72246	79	18	9	9	NUM
geoplanning-72246	79	19	)	)	PUNCT
geoplanning-72246	79	20	.	.	PUNCT
geoplanning-72246	80	1	ℎ𝑡	ℎ𝑡	PROPN
geoplanning-72246	80	2	𝐵𝐿⃐⃗	𝐵𝐿⃐⃗	PROPN
geoplanning-72246	80	3	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	4	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	5	⃗	⃗	PROPN
geoplanning-72246	80	6	=	=	SYM
geoplanning-72246	80	7	𝑜𝑡	𝑜𝑡	PROPN
geoplanning-72246	80	8	𝐵𝐿⃐⃗	𝐵𝐿⃐⃗	PROPN
geoplanning-72246	80	9	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	10	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	11	⃗	⃗	PROPN
geoplanning-72246	80	12	⊙	⊙	PROPN
geoplanning-72246	80	13	tanh	tanh	PROPN
geoplanning-72246	80	14	(	(	PUNCT
geoplanning-72246	80	15	𝐶𝑡)⃐⃗	𝐶𝑡)⃐⃗	PROPN
geoplanning-72246	80	16	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	17	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	18	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	19	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	20	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	21	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	22	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	23	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	24	⃗⃗	⃗⃗	PROPN
geoplanning-72246	80	25	…	…	PUNCT
geoplanning-72246	80	26	…	…	PUNCT
geoplanning-72246	80	27	……	……	NOUN
geoplanning-72246	80	28	...............	...............	PUNCT
geoplanning-72246	80	29	(	(	PUNCT
geoplanning-72246	80	30	eq.9	eq.9	PROPN
geoplanning-72246	80	31	)	)	PUNCT
geoplanning-72246	80	32	(	(	PUNCT
geoplanning-72246	80	33	iii	iii	X
geoplanning-72246	80	34	)	)	PUNCT
geoplanning-72246	80	35	the	the	DET
geoplanning-72246	80	36	final	final	ADJ
geoplanning-72246	80	37	hidden	hidden	ADJ
geoplanning-72246	80	38	state	state	NOUN
geoplanning-72246	80	39	is	be	AUX
geoplanning-72246	80	40	occupied	occupy	VERB
geoplanning-72246	80	41	by	by	ADP
geoplanning-72246	80	42	concatenating	concatenate	VERB
geoplanning-72246	80	43	both	both	CCONJ
geoplanning-72246	80	44	forward	forward	ADV
geoplanning-72246	80	45	and	and	CCONJ
geoplanning-72246	80	46	backward	backward	ADJ
geoplanning-72246	80	47	states	state	NOUN
geoplanning-72246	80	48	in	in	ADP
geoplanning-72246	80	49	equation	equation	NOUN
geoplanning-72246	80	50	(	(	PUNCT
geoplanning-72246	80	51	10	10	NUM
geoplanning-72246	80	52	):	):	PUNCT
geoplanning-72246	80	53	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	80	54	𝐵𝐿	𝐵𝐿	PROPN
geoplanning-72246	80	55	=	=	PUNCT
geoplanning-72246	81	1	[	[	X
geoplanning-72246	81	2	ℎ𝑡	ℎ𝑡	X
geoplanning-72246	81	3	𝐵𝐿⃗⃗	𝐵𝐿⃗⃗	PROPN
geoplanning-72246	81	4	⃗⃗	⃗⃗	PROPN
geoplanning-72246	81	5	⃗⃗	⃗⃗	PROPN
geoplanning-72246	81	6	,	,	PUNCT
geoplanning-72246	81	7	ℎ𝑡	ℎ𝑡	PROPN
geoplanning-72246	81	8	𝐵𝐿⃖⃗	𝐵𝐿⃖⃗	PROPN
geoplanning-72246	81	9	⃗⃗	⃗⃗	PROPN
geoplanning-72246	81	10	⃗⃗⃗⃗⃗	⃗⃗⃗⃗⃗	X
geoplanning-72246	81	11	]	]	X
geoplanning-72246	81	12	…	…	PUNCT
geoplanning-72246	81	13	…	…	PUNCT
geoplanning-72246	81	14	…	…	PUNCT
geoplanning-72246	81	15	…	…	PUNCT
geoplanning-72246	81	16	…	…	PUNCT
geoplanning-72246	81	17	…	…	PUNCT
geoplanning-72246	81	18	…	…	PUNCT
geoplanning-72246	81	19	…	…	PUNCT
geoplanning-72246	81	20	(	(	PUNCT
geoplanning-72246	81	21	eq.10	eq.10	NOUN
geoplanning-72246	81	22	)	)	PUNCT
geoplanning-72246	81	23	(	(	PUNCT
geoplanning-72246	81	24	iv	iv	X
geoplanning-72246	81	25	)	)	PUNCT
geoplanning-72246	81	26	fully	fully	ADV
geoplanning-72246	81	27	connected	connect	VERB
geoplanning-72246	81	28	(	(	PUNCT
geoplanning-72246	81	29	dense	dense	ADJ
geoplanning-72246	81	30	)	)	PUNCT
geoplanning-72246	81	31	layer	layer	NOUN
geoplanning-72246	81	32	;	;	PUNCT
geoplanning-72246	81	33	the	the	DET
geoplanning-72246	81	34	concatenated	concatenate	VERB
geoplanning-72246	81	35	hidden	hide	VERB
geoplanning-72246	81	36	state	state	NOUN
geoplanning-72246	81	37	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	81	38	is	be	AUX
geoplanning-72246	81	39	passed	pass	VERB
geoplanning-72246	81	40	through	through	ADP
geoplanning-72246	81	41	a	a	DET
geoplanning-72246	81	42	dense	dense	ADJ
geoplanning-72246	81	43	layer	layer	NOUN
geoplanning-72246	81	44	for	for	ADP
geoplanning-72246	81	45	transformation	transformation	NOUN
geoplanning-72246	81	46	.	.	PUNCT
geoplanning-72246	82	1	output	output	NOUN
geoplanning-72246	82	2	equation	equation	NOUN
geoplanning-72246	82	3	(	(	PUNCT
geoplanning-72246	82	4	11	11	NUM
geoplanning-72246	82	5	)	)	PUNCT
geoplanning-72246	82	6	presents	present	NOUN
geoplanning-72246	82	7	:	:	PUNCT
geoplanning-72246	82	8	𝑜𝑡	𝑜𝑡	X
geoplanning-72246	82	9	𝐵𝐿	𝐵𝐿	ADP
geoplanning-72246	82	10	=	=	SYM
geoplanning-72246	82	11	𝑡𝑎𝑛ℎ(𝑊𝑜	𝑡𝑎𝑛ℎ(𝑊𝑜	PROPN
geoplanning-72246	82	12	∗	∗	NOUN
geoplanning-72246	82	13	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	82	14	𝐵𝐿	𝐵𝐿	PROPN
geoplanning-72246	82	15	+	+	CCONJ
geoplanning-72246	82	16	𝑏𝑜	𝑏𝑜	ADJ
geoplanning-72246	82	17	)	)	PUNCT
geoplanning-72246	82	18	…	…	PUNCT
geoplanning-72246	82	19	…	…	SYM
geoplanning-72246	82	20	……	……	NOUN
geoplanning-72246	82	21	...............	...............	PUNCT
geoplanning-72246	82	22	(	(	PUNCT
geoplanning-72246	82	23	eq.11	eq.11	PROPN
geoplanning-72246	82	24	)	)	PUNCT
geoplanning-72246	82	25	the	the	DET
geoplanning-72246	82	26	optimal	optimal	ADJ
geoplanning-72246	82	27	component	component	NOUN
geoplanning-72246	82	28	model	model	NOUN
geoplanning-72246	82	29	features	feature	NOUN
geoplanning-72246	82	30	are	be	AUX
geoplanning-72246	82	31	same	same	ADJ
geoplanning-72246	82	32	lstm	lstm	NOUN
geoplanning-72246	82	33	model	model	NOUN
geoplanning-72246	82	34	.	.	PUNCT
geoplanning-72246	83	1	figure	figure	NOUN
geoplanning-72246	83	2	2	2	NUM
geoplanning-72246	83	3	.	.	PUNCT
geoplanning-72246	84	1	the	the	DET
geoplanning-72246	84	2	bilstm	bilstm	NOUN
geoplanning-72246	84	3	model	model	PROPN
geoplanning-72246	84	4	’s	’s	PART
geoplanning-72246	84	5	working	work	VERB
geoplanning-72246	84	6	structure	structure	NOUN
geoplanning-72246	84	7	2.3	2.3	NUM
geoplanning-72246	84	8	.	.	PUNCT
geoplanning-72246	85	1	rnn	rnn	PROPN
geoplanning-72246	85	2	rnn	rnn	PROPN
geoplanning-72246	85	3	model	model	NOUN
geoplanning-72246	85	4	is	be	AUX
geoplanning-72246	85	5	architected	architecte	VERB
geoplanning-72246	85	6	for	for	ADP
geoplanning-72246	85	7	sequential	sequential	ADJ
geoplanning-72246	85	8	data	datum	NOUN
geoplanning-72246	85	9	.	.	PUNCT
geoplanning-72246	86	1	it	it	PRON
geoplanning-72246	86	2	maintains	maintain	VERB
geoplanning-72246	86	3	a	a	DET
geoplanning-72246	86	4	hidden	hidden	ADJ
geoplanning-72246	86	5	state	state	NOUN
geoplanning-72246	86	6	that	that	PRON
geoplanning-72246	86	7	captures	capture	VERB
geoplanning-72246	86	8	information	information	NOUN
geoplanning-72246	86	9	from	from	ADP
geoplanning-72246	86	10	previous	previous	ADJ
geoplanning-72246	86	11	time	time	NOUN
geoplanning-72246	86	12	steps	step	NOUN
geoplanning-72246	86	13	(	(	PUNCT
geoplanning-72246	86	14	ming	ming	NOUN
geoplanning-72246	86	15	et	et	PROPN
geoplanning-72246	86	16	al	al	PROPN
geoplanning-72246	86	17	.	.	PROPN
geoplanning-72246	86	18	,	,	PUNCT
geoplanning-72246	86	19	2017	2017	NUM
geoplanning-72246	86	20	;	;	PUNCT
geoplanning-72246	86	21	weerakody	weerakody	NOUN
geoplanning-72246	86	22	et	et	PROPN
geoplanning-72246	86	23	al	al	PROPN
geoplanning-72246	86	24	.	.	PROPN
geoplanning-72246	86	25	,	,	PUNCT
geoplanning-72246	86	26	2021	2021	NUM
geoplanning-72246	86	27	)	)	PUNCT
geoplanning-72246	86	28	(	(	PUNCT
geoplanning-72246	86	29	detail	detail	NOUN
geoplanning-72246	86	30	see	see	VERB
geoplanning-72246	86	31	figure	figure	NOUN
geoplanning-72246	86	32	3	3	NUM
geoplanning-72246	86	33	)	)	PUNCT
geoplanning-72246	86	34	.	.	PUNCT
geoplanning-72246	87	1	following	follow	VERB
geoplanning-72246	87	2	is	be	AUX
geoplanning-72246	87	3	a	a	DET
geoplanning-72246	87	4	detailed	detailed	ADJ
geoplanning-72246	87	5	analysis	analysis	NOUN
geoplanning-72246	87	6	of	of	ADP
geoplanning-72246	87	7	its	its	PRON
geoplanning-72246	87	8	structure	structure	NOUN
geoplanning-72246	87	9	.	.	PUNCT
geoplanning-72246	88	1	(	(	PUNCT
geoplanning-72246	88	2	i	i	NOUN
geoplanning-72246	88	3	)	)	PUNCT
geoplanning-72246	88	4	input	input	NOUN
geoplanning-72246	88	5	layer	layer	NOUN
geoplanning-72246	88	6	:	:	PUNCT
geoplanning-72246	88	7	the	the	DET
geoplanning-72246	88	8	model	model	NOUN
geoplanning-72246	88	9	receives	receive	VERB
geoplanning-72246	88	10	a	a	DET
geoplanning-72246	88	11	sequence	sequence	NOUN
geoplanning-72246	88	12	of	of	ADP
geoplanning-72246	88	13	the	the	DET
geoplanning-72246	88	14	input	input	NOUN
geoplanning-72246	88	15	consists	consist	VERB
geoplanning-72246	88	16	of	of	ADP
geoplanning-72246	88	17	sequential	sequential	ADJ
geoplanning-72246	88	18	data	datum	NOUN
geoplanning-72246	88	19	,	,	PUNCT
geoplanning-72246	88	20	defined	define	VERB
geoplanning-72246	88	21	as	as	ADP
geoplanning-72246	88	22	𝑋	𝑋	PROPN
geoplanning-72246	88	23	=	=	PROPN
geoplanning-72246	88	24	⟦	⟦	PROPN
geoplanning-72246	88	25	𝑥1	𝑥1	PROPN
geoplanning-72246	88	26	,	,	PUNCT
geoplanning-72246	88	27	𝑥2	𝑥2	NOUN
geoplanning-72246	88	28	,	,	PUNCT
geoplanning-72246	88	29	…	…	PUNCT
geoplanning-72246	88	30	𝑥𝑡	𝑥𝑡	PRON
geoplanning-72246	88	31	⟧	⟧	PROPN
geoplanning-72246	88	32	,	,	PUNCT
geoplanning-72246	88	33	where	where	SCONJ
geoplanning-72246	88	34	t	t	PROPN
geoplanning-72246	88	35	is	be	AUX
geoplanning-72246	88	36	the	the	DET
geoplanning-72246	88	37	sequence	sequence	NOUN
geoplanning-72246	88	38	length	length	NOUN
geoplanning-72246	88	39	;	;	PUNCT
geoplanning-72246	88	40	(	(	PUNCT
geoplanning-72246	88	41	ii	ii	NOUN
geoplanning-72246	88	42	)	)	PUNCT
geoplanning-72246	88	43	hidden	hide	VERB
geoplanning-72246	88	44	state	state	NOUN
geoplanning-72246	88	45	update	update	NOUN
geoplanning-72246	88	46	(	(	PUNCT
geoplanning-72246	88	47	ℎ𝑡	ℎ𝑡	PROPN
geoplanning-72246	88	48	𝑅	𝑅	PROPN
geoplanning-72246	88	49	)	)	PUNCT
geoplanning-72246	88	50	.	.	PUNCT
geoplanning-72246	89	1	the	the	DET
geoplanning-72246	89	2	equation	equation	NOUN
geoplanning-72246	89	3	(	(	PUNCT
geoplanning-72246	89	4	12	12	NUM
geoplanning-72246	89	5	)	)	PUNCT
geoplanning-72246	89	6	describes	describe	VERB
geoplanning-72246	89	7	hidden	hidden	ADJ
geoplanning-72246	89	8	state	state	NOUN
geoplanning-72246	89	9	update	update	NOUN
geoplanning-72246	89	10	:	:	PUNCT
geoplanning-72246	89	11	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	NUM
geoplanning-72246	89	12	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PRON
geoplanning-72246	89	13	tran	tran	NOUN
geoplanning-72246	89	14	and	and	CCONJ
geoplanning-72246	89	15	nguyen	nguyen	NOUN
geoplanning-72246	89	16	/	/	SYM
geoplanning-72246	89	17	geoplanning	geoplanning	NOUN
geoplanning-72246	89	18	:	:	PUNCT
geoplanning-72246	89	19	journal	journal	NOUN
geoplanning-72246	89	20	of	of	ADP
geoplanning-72246	89	21	geomatics	geomatics	PROPN
geoplanning-72246	89	22	and	and	CCONJ
geoplanning-72246	89	23	planning	planning	NOUN
geoplanning-72246	89	24	,	,	PUNCT
geoplanning-72246	89	25	vol	vol	NOUN
geoplanning-72246	89	26	12	12	NUM
geoplanning-72246	89	27	,	,	PUNCT
geoplanning-72246	89	28	no	no	DET
geoplanning-72246	89	29	2	2	NUM
geoplanning-72246	89	30	,	,	PUNCT
geoplanning-72246	89	31	2025	2025	NUM
geoplanning-72246	89	32	,	,	PUNCT
geoplanning-72246	89	33	139	139	NUM
geoplanning-72246	89	34	-	-	SYM
geoplanning-72246	89	35	158	158	NUM
geoplanning-72246	89	36	doi	doi	NOUN
geoplanning-72246	89	37	:	:	PUNCT
geoplanning-72246	89	38	10.14710	10.14710	NUM
geoplanning-72246	89	39	/	/	SYM
geoplanning-72246	89	40	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	89	41	-	-	PUNCT
geoplanning-72246	89	42	158	158	NUM
geoplanning-72246	89	43	143	143	NUM
geoplanning-72246	89	44	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	89	45	𝑅	𝑅	PROPN
geoplanning-72246	89	46	=	=	PROPN
geoplanning-72246	89	47	𝑡𝑎𝑛ℎ(𝑊	𝑡𝑎𝑛ℎ(𝑊	PROPN
geoplanning-72246	89	48	∗	∗	NOUN
geoplanning-72246	89	49	𝑥𝑡	𝑥𝑡	ADP
geoplanning-72246	89	50	+	+	CCONJ
geoplanning-72246	89	51	𝑈	𝑈	PROPN
geoplanning-72246	89	52	∗	∗	NOUN
geoplanning-72246	89	53	ℎ𝑡−1	ℎ𝑡−1	PROPN
geoplanning-72246	89	54	𝑅	𝑅	PROPN
geoplanning-72246	89	55	+	+	CCONJ
geoplanning-72246	89	56	𝑏	𝑏	NOUN
geoplanning-72246	89	57	)	)	PUNCT
geoplanning-72246	89	58	…	…	PUNCT
geoplanning-72246	89	59	…	…	SYM
geoplanning-72246	89	60	……	……	NOUN
geoplanning-72246	89	61	...............	...............	PUNCT
geoplanning-72246	89	62	(	(	PUNCT
geoplanning-72246	89	63	eq.12	eq.12	PROPN
geoplanning-72246	89	64	)	)	PUNCT
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geoplanning-72246	89	66	,	,	PUNCT
geoplanning-72246	89	67	ℎ𝑡	ℎ𝑡	PROPN
geoplanning-72246	89	68	𝑅	𝑅	PROPN
geoplanning-72246	89	69	,	,	PUNCT
geoplanning-72246	89	70	ℎ𝑡−1	ℎ𝑡−1	PROPN
geoplanning-72246	89	71	𝑅	𝑅	PROPN
geoplanning-72246	89	72	,	,	PUNCT
geoplanning-72246	89	73	𝑥𝑡	𝑥𝑡	ADV
geoplanning-72246	89	74	,	,	PUNCT
geoplanning-72246	89	75	𝑈	𝑈	PROPN
geoplanning-72246	89	76	,	,	PUNCT
geoplanning-72246	89	77	𝑊	𝑊	PROPN
geoplanning-72246	89	78	,	,	PUNCT
geoplanning-72246	89	79	𝑏	𝑏	PROPN
geoplanning-72246	89	80	are	be	AUX
geoplanning-72246	89	81	hidden	hide	VERB
geoplanning-72246	89	82	state	state	NOUN
geoplanning-72246	89	83	at	at	ADP
geoplanning-72246	89	84	time	time	NOUN
geoplanning-72246	89	85	t	t	PROPN
geoplanning-72246	89	86	,	,	PUNCT
geoplanning-72246	89	87	hidden	hide	VERB
geoplanning-72246	89	88	state	state	NOUN
geoplanning-72246	89	89	from	from	ADP
geoplanning-72246	89	90	the	the	DET
geoplanning-72246	89	91	previous	previous	ADJ
geoplanning-72246	89	92	time	time	NOUN
geoplanning-72246	89	93	step	step	NOUN
geoplanning-72246	89	94	,	,	PUNCT
geoplanning-72246	89	95	input	input	NOUN
geoplanning-72246	89	96	at	at	ADP
geoplanning-72246	89	97	time	time	NOUN
geoplanning-72246	89	98	t	t	PROPN
geoplanning-72246	89	99	,	,	PUNCT
geoplanning-72246	89	100	weight	weight	NOUN
geoplanning-72246	89	101	matrices	matrix	NOUN
geoplanning-72246	89	102	,	,	PUNCT
geoplanning-72246	89	103	and	and	CCONJ
geoplanning-72246	89	104	bias	bias	NOUN
geoplanning-72246	89	105	term	term	NOUN
geoplanning-72246	89	106	,	,	PUNCT
geoplanning-72246	89	107	respectively	respectively	ADV
geoplanning-72246	89	108	.	.	PUNCT
geoplanning-72246	90	1	the	the	DET
geoplanning-72246	90	2	hidden	hidden	ADJ
geoplanning-72246	90	3	state	state	NOUN
geoplanning-72246	90	4	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	90	5	𝑅	𝑅	PROPN
geoplanning-72246	90	6	acts	act	NOUN
geoplanning-72246	90	7	as	as	ADP
geoplanning-72246	90	8	the	the	DET
geoplanning-72246	90	9	network	network	NOUN
geoplanning-72246	90	10	memory	memory	NOUN
geoplanning-72246	90	11	,	,	PUNCT
geoplanning-72246	90	12	and	and	CCONJ
geoplanning-72246	90	13	allowing	allow	VERB
geoplanning-72246	90	14	information	information	NOUN
geoplanning-72246	90	15	to	to	PART
geoplanning-72246	90	16	be	be	AUX
geoplanning-72246	90	17	conducted	conduct	VERB
geoplanning-72246	90	18	across	across	ADP
geoplanning-72246	90	19	multiple	multiple	ADJ
geoplanning-72246	90	20	time	time	NOUN
geoplanning-72246	90	21	steps	step	NOUN
geoplanning-72246	90	22	.	.	PUNCT
geoplanning-72246	91	1	(	(	PUNCT
geoplanning-72246	91	2	iii	iii	X
geoplanning-72246	91	3	)	)	PUNCT
geoplanning-72246	91	4	output	output	NOUN
geoplanning-72246	91	5	layer	layer	NOUN
geoplanning-72246	91	6	(	(	PUNCT
geoplanning-72246	91	7	𝑜𝑡	𝑜𝑡	PROPN
geoplanning-72246	91	8	𝑅	𝑅	PROPN
geoplanning-72246	91	9	)	)	PUNCT
geoplanning-72246	91	10	,	,	PUNCT
geoplanning-72246	91	11	the	the	DET
geoplanning-72246	91	12	final	final	ADJ
geoplanning-72246	91	13	hidden	hidden	ADJ
geoplanning-72246	91	14	state	state	NOUN
geoplanning-72246	91	15	is	be	AUX
geoplanning-72246	91	16	passed	pass	VERB
geoplanning-72246	91	17	through	through	ADP
geoplanning-72246	91	18	a	a	DET
geoplanning-72246	91	19	fully	fully	ADV
geoplanning-72246	91	20	connected	connect	VERB
geoplanning-72246	91	21	(	(	PUNCT
geoplanning-72246	91	22	dense	dense	ADJ
geoplanning-72246	91	23	)	)	PUNCT
geoplanning-72246	91	24	layer	layer	NOUN
geoplanning-72246	91	25	to	to	PART
geoplanning-72246	91	26	produce	produce	VERB
geoplanning-72246	91	27	the	the	DET
geoplanning-72246	91	28	desired	desire	VERB
geoplanning-72246	91	29	output	output	NOUN
geoplanning-72246	91	30	.	.	PUNCT
geoplanning-72246	92	1	equation	equation	NOUN
geoplanning-72246	92	2	(	(	PUNCT
geoplanning-72246	92	3	13	13	NUM
geoplanning-72246	92	4	)	)	PUNCT
geoplanning-72246	92	5	presents	present	VERB
geoplanning-72246	92	6	the	the	DET
geoplanning-72246	92	7	output	output	NOUN
geoplanning-72246	92	8	at	at	ADP
geoplanning-72246	92	9	each	each	DET
geoplanning-72246	92	10	time	time	NOUN
geoplanning-72246	92	11	step	step	NOUN
geoplanning-72246	92	12	.	.	PUNCT
geoplanning-72246	93	1	𝑜𝑡	𝑜𝑡	PROPN
geoplanning-72246	93	2	𝑅	𝑅	PROPN
geoplanning-72246	93	3	=	=	PUNCT
geoplanning-72246	93	4	𝑡𝑎𝑛ℎ(𝑊𝑜	𝑡𝑎𝑛ℎ(𝑊𝑜	PROPN
geoplanning-72246	93	5	∗	∗	NOUN
geoplanning-72246	93	6	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	93	7	𝑅	𝑅	PROPN
geoplanning-72246	93	8	+	+	PROPN
geoplanning-72246	93	9	𝑏	𝑏	NOUN
geoplanning-72246	93	10	)	)	PUNCT
geoplanning-72246	93	11	…	…	PUNCT
geoplanning-72246	93	12	…	…	SYM
geoplanning-72246	93	13	……	……	NOUN
geoplanning-72246	93	14	...............	...............	PUNCT
geoplanning-72246	93	15	(	(	PUNCT
geoplanning-72246	93	16	eq.13	eq.13	X
geoplanning-72246	93	17	)	)	PUNCT
geoplanning-72246	93	18	the	the	DET
geoplanning-72246	93	19	optimal	optimal	ADJ
geoplanning-72246	93	20	component	component	NOUN
geoplanning-72246	93	21	model	model	NOUN
geoplanning-72246	93	22	features	feature	NOUN
geoplanning-72246	93	23	are	be	AUX
geoplanning-72246	93	24	same	same	ADJ
geoplanning-72246	93	25	lstm	lstm	NOUN
geoplanning-72246	93	26	model	model	NOUN
geoplanning-72246	93	27	.	.	PUNCT
geoplanning-72246	94	1	figure	figure	VERB
geoplanning-72246	94	2	3	3	NUM
geoplanning-72246	94	3	.	.	PUNCT
geoplanning-72246	95	1	the	the	DET
geoplanning-72246	95	2	rnn	rnn	PROPN
geoplanning-72246	95	3	model	model	PROPN
geoplanning-72246	95	4	’s	’s	PART
geoplanning-72246	95	5	working	work	VERB
geoplanning-72246	95	6	structure	structure	NOUN
geoplanning-72246	95	7	2.4	2.4	NUM
geoplanning-72246	95	8	.	.	PUNCT
geoplanning-72246	96	1	birnn	birnn	NOUN
geoplanning-72246	96	2	birnn	birnn	PROPN
geoplanning-72246	96	3	is	be	AUX
geoplanning-72246	96	4	an	an	DET
geoplanning-72246	96	5	rnn	rnn	NOUN
geoplanning-72246	96	6	expansion	expansion	NOUN
geoplanning-72246	96	7	,	,	PUNCT
geoplanning-72246	96	8	figure	figure	VERB
geoplanning-72246	96	9	4	4	NUM
geoplanning-72246	96	10	describes	describe	VERB
geoplanning-72246	96	11	a	a	DET
geoplanning-72246	96	12	processes	process	NOUN
geoplanning-72246	96	13	input	input	NOUN
geoplanning-72246	96	14	sequences	sequence	NOUN
geoplanning-72246	96	15	in	in	ADP
geoplanning-72246	96	16	both	both	CCONJ
geoplanning-72246	96	17	forward	forward	ADJ
geoplanning-72246	96	18	and	and	CCONJ
geoplanning-72246	96	19	backward	backward	ADJ
geoplanning-72246	96	20	directions	direction	NOUN
geoplanning-72246	96	21	(	(	PUNCT
geoplanning-72246	96	22	li	li	PROPN
geoplanning-72246	96	23	et	et	PROPN
geoplanning-72246	96	24	al	al	PROPN
geoplanning-72246	96	25	.	.	PROPN
geoplanning-72246	96	26	,	,	PUNCT
geoplanning-72246	96	27	2019	2019	NUM
geoplanning-72246	96	28	;	;	PUNCT
geoplanning-72246	96	29	liu	liu	PROPN
geoplanning-72246	96	30	&	&	CCONJ
geoplanning-72246	96	31	singh	singh	PROPN
geoplanning-72246	96	32	,	,	PUNCT
geoplanning-72246	96	33	2016	2016	NUM
geoplanning-72246	96	34	)	)	PUNCT
geoplanning-72246	96	35	.	.	PUNCT
geoplanning-72246	97	1	at	at	ADP
geoplanning-72246	97	2	each	each	DET
geoplanning-72246	97	3	time	time	NOUN
geoplanning-72246	97	4	step	step	NOUN
geoplanning-72246	97	5	t	t	PROPN
geoplanning-72246	97	6	,	,	PUNCT
geoplanning-72246	97	7	an	an	DET
geoplanning-72246	97	8	operating	operating	NOUN
geoplanning-72246	97	9	breakdown	breakdown	NOUN
geoplanning-72246	97	10	of	of	ADP
geoplanning-72246	97	11	two	two	NUM
geoplanning-72246	97	12	hidden	hide	VERB
geoplanning-72246	97	13	states	state	NOUN
geoplanning-72246	97	14	of	of	ADP
geoplanning-72246	97	15	birnn	birnn	NOUN
geoplanning-72246	97	16	layer	layer	NOUN
geoplanning-72246	97	17	are	be	AUX
geoplanning-72246	97	18	described	describe	VERB
geoplanning-72246	97	19	as	as	ADP
geoplanning-72246	97	20	below	below	ADV
geoplanning-72246	97	21	;	;	PUNCT
geoplanning-72246	97	22	(	(	PUNCT
geoplanning-72246	97	23	i	i	NOUN
geoplanning-72246	97	24	)	)	PUNCT
geoplanning-72246	97	25	forward	forward	ADV
geoplanning-72246	97	26	hidden	hide	VERB
geoplanning-72246	97	27	state	state	NOUN
geoplanning-72246	97	28	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	97	29	𝑅⃗⃗	𝑅⃗⃗	PROPN
geoplanning-72246	97	30	⃗⃗	⃗⃗	PROPN
geoplanning-72246	97	31	:	:	PUNCT
geoplanning-72246	97	32	calculated	calculate	VERB
geoplanning-72246	97	33	using	use	VERB
geoplanning-72246	97	34	equation	equation	NOUN
geoplanning-72246	97	35	(	(	PUNCT
geoplanning-72246	97	36	14	14	NUM
geoplanning-72246	97	37	):	):	PUNCT
geoplanning-72246	98	1	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	98	2	𝑅⃗⃗	𝑅⃗⃗	NOUN
geoplanning-72246	98	3	⃗⃗	⃗⃗	PROPN
geoplanning-72246	98	4	=	=	SYM
geoplanning-72246	98	5	𝑡𝑎𝑛ℎ(	𝑡𝑎𝑛ℎ(	PROPN
geoplanning-72246	98	6	�	�	PROPN
geoplanning-72246	98	7	⃗⃗⃗	⃗⃗⃗	PROPN
geoplanning-72246	98	8	�	�	PROPN
geoplanning-72246	98	9	∗	∗	NOUN
geoplanning-72246	98	10	𝑥𝑡	𝑥𝑡	ADP
geoplanning-72246	98	11	+	+	PROPN
geoplanning-72246	98	12	�	�	PROPN
geoplanning-72246	98	13	⃗⃗	⃗⃗	PROPN
geoplanning-72246	98	14	�	�	PROPN
geoplanning-72246	98	15	∗	∗	PROPN
geoplanning-72246	98	16	ℎ𝑡−1	ℎ𝑡−1	PROPN
geoplanning-72246	98	17	𝑅⃗⃗	𝑅⃗⃗	NOUN
geoplanning-72246	98	18	⃗⃗	⃗⃗	PROPN
geoplanning-72246	98	19	⃗⃗	⃗⃗	PROPN
geoplanning-72246	98	20	⃗⃗	⃗⃗	PROPN
geoplanning-72246	98	21	+	+	CCONJ
geoplanning-72246	98	22	�	�	PROPN
geoplanning-72246	98	23	⃗	⃗	NOUN
geoplanning-72246	98	24	�	�	PROPN
geoplanning-72246	98	25	)	)	PUNCT
geoplanning-72246	98	26	…	…	PUNCT
geoplanning-72246	98	27	…	…	PUNCT
geoplanning-72246	98	28	…	…	PUNCT
geoplanning-72246	98	29	…	…	PUNCT
geoplanning-72246	98	30	…	…	PUNCT
geoplanning-72246	98	31	…	…	PUNCT
geoplanning-72246	98	32	…	…	PUNCT
geoplanning-72246	98	33	…	…	PUNCT
geoplanning-72246	98	34	(	(	PUNCT
geoplanning-72246	98	35	eq.14	eq.14	NOUN
geoplanning-72246	98	36	)	)	PUNCT
geoplanning-72246	98	37	(	(	PUNCT
geoplanning-72246	98	38	ii	ii	NOUN
geoplanning-72246	98	39	)	)	PUNCT
geoplanning-72246	98	40	backward	backward	ADV
geoplanning-72246	98	41	hidden	hide	VERB
geoplanning-72246	98	42	state	state	NOUN
geoplanning-72246	98	43	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	98	44	𝑅⃖⃗	𝑅⃖⃗	PROPN
geoplanning-72246	98	45	⃗⃗	⃗⃗	PROPN
geoplanning-72246	98	46	⃗	⃗	PROPN
geoplanning-72246	98	47	calculated	calculate	VERB
geoplanning-72246	98	48	in	in	ADP
geoplanning-72246	98	49	reverse	reverse	ADJ
geoplanning-72246	98	50	order	order	NOUN
geoplanning-72246	98	51	in	in	ADP
geoplanning-72246	98	52	equation	equation	NOUN
geoplanning-72246	98	53	(	(	PUNCT
geoplanning-72246	98	54	15	15	NUM
geoplanning-72246	98	55	):	):	PUNCT
geoplanning-72246	98	56	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	98	57	𝑅⃖⃗	𝑅⃖⃗	PROPN
geoplanning-72246	98	58	⃗⃗	⃗⃗	NOUN
geoplanning-72246	98	59	⃗	⃗	PROPN
geoplanning-72246	98	60	=	=	SYM
geoplanning-72246	98	61	𝑡𝑎𝑛ℎ(	𝑡𝑎𝑛ℎ(	PROPN
geoplanning-72246	98	62	�	�	PROPN
geoplanning-72246	98	63	⃗⃗⃗⃖	⃗⃗⃗⃖	PROPN
geoplanning-72246	98	64	�	�	PROPN
geoplanning-72246	98	65	∗	∗	NOUN
geoplanning-72246	98	66	𝑥𝑡	𝑥𝑡	ADP
geoplanning-72246	98	67	+	+	PROPN
geoplanning-72246	98	68	�	�	PROPN
geoplanning-72246	98	69	⃗⃗⃖	⃗⃗⃖	PROPN
geoplanning-72246	98	70	�	�	PROPN
geoplanning-72246	98	71	∗	∗	NOUN
geoplanning-72246	98	72	ℎ𝑡−1	ℎ𝑡−1	PROPN
geoplanning-72246	98	73	𝑅⃖⃗	𝑅⃖⃗	PROPN
geoplanning-72246	98	74	⃗⃗	⃗⃗	PROPN
geoplanning-72246	98	75	⃗⃗	⃗⃗	PROPN
geoplanning-72246	98	76	⃗⃗	⃗⃗	PROPN
geoplanning-72246	98	77	⃗	⃗	PROPN
geoplanning-72246	98	78	+	+	SYM
geoplanning-72246	98	79	�	�	PROPN
geoplanning-72246	98	80	⃗⃗⃖	⃗⃗⃖	PROPN
geoplanning-72246	98	81	�	�	PROPN
geoplanning-72246	98	82	)	)	PUNCT
geoplanning-72246	98	83	…	…	PUNCT
geoplanning-72246	98	84	…	…	PUNCT
geoplanning-72246	98	85	…	…	PUNCT
geoplanning-72246	98	86	…	…	PUNCT
geoplanning-72246	98	87	…	…	PUNCT
geoplanning-72246	98	88	…	…	PUNCT
geoplanning-72246	98	89	…	…	PUNCT
geoplanning-72246	98	90	…	…	PUNCT
geoplanning-72246	98	91	(	(	PUNCT
geoplanning-72246	98	92	eq.15	eq.15	NOUN
geoplanning-72246	98	93	)	)	PUNCT
geoplanning-72246	98	94	(	(	PUNCT
geoplanning-72246	98	95	iii	iii	X
geoplanning-72246	98	96	)	)	PUNCT
geoplanning-72246	98	97	the	the	DET
geoplanning-72246	98	98	final	final	ADJ
geoplanning-72246	98	99	hidden	hidden	ADJ
geoplanning-72246	98	100	state	state	NOUN
geoplanning-72246	98	101	is	be	AUX
geoplanning-72246	98	102	occupied	occupy	VERB
geoplanning-72246	98	103	by	by	ADP
geoplanning-72246	98	104	concatenating	concatenate	VERB
geoplanning-72246	98	105	both	both	CCONJ
geoplanning-72246	98	106	forward	forward	ADV
geoplanning-72246	98	107	and	and	CCONJ
geoplanning-72246	98	108	backward	backward	ADJ
geoplanning-72246	98	109	states	state	NOUN
geoplanning-72246	98	110	in	in	ADP
geoplanning-72246	98	111	equation	equation	NOUN
geoplanning-72246	98	112	(	(	PUNCT
geoplanning-72246	98	113	16	16	NUM
geoplanning-72246	98	114	):	):	PUNCT
geoplanning-72246	98	115	ℎ𝑡	ℎ𝑡	PROPN
geoplanning-72246	98	116	𝑅	𝑅	PROPN
geoplanning-72246	98	117	=	=	PUNCT
geoplanning-72246	99	1	[	[	X
geoplanning-72246	99	2	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	99	3	𝑅⃗⃗	𝑅⃗⃗	NOUN
geoplanning-72246	99	4	⃗⃗	⃗⃗	PROPN
geoplanning-72246	99	5	,	,	PUNCT
geoplanning-72246	99	6	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	99	7	𝑅⃖⃗	𝑅⃖⃗	PROPN
geoplanning-72246	99	8	⃗⃗	⃗⃗	PROPN
geoplanning-72246	99	9	⃗⃗	⃗⃗	PROPN
geoplanning-72246	99	10	]	]	X
geoplanning-72246	99	11	…	…	PUNCT
geoplanning-72246	99	12	…	…	PUNCT
geoplanning-72246	99	13	…	…	PUNCT
geoplanning-72246	99	14	…	…	PUNCT
geoplanning-72246	99	15	…	…	PUNCT
geoplanning-72246	99	16	…	…	PUNCT
geoplanning-72246	99	17	…	…	PUNCT
geoplanning-72246	99	18	…	…	PUNCT
geoplanning-72246	99	19	…	…	PUNCT
geoplanning-72246	99	20	…	…	PUNCT
geoplanning-72246	99	21	…	…	PUNCT
geoplanning-72246	99	22	…	…	PUNCT
geoplanning-72246	99	23	…	…	PUNCT
geoplanning-72246	99	24	…	…	PUNCT
geoplanning-72246	99	25	…	…	PUNCT
geoplanning-72246	99	26	(	(	PUNCT
geoplanning-72246	99	27	eq.16	eq.16	PROPN
geoplanning-72246	99	28	)	)	PUNCT
geoplanning-72246	99	29	(	(	PUNCT
geoplanning-72246	99	30	iv	iv	X
geoplanning-72246	99	31	)	)	PUNCT
geoplanning-72246	99	32	fully	fully	ADV
geoplanning-72246	99	33	connected	connect	VERB
geoplanning-72246	99	34	(	(	PUNCT
geoplanning-72246	99	35	dense	dense	ADJ
geoplanning-72246	99	36	)	)	PUNCT
geoplanning-72246	99	37	layer	layer	NOUN
geoplanning-72246	99	38	:	:	PUNCT
geoplanning-72246	99	39	the	the	DET
geoplanning-72246	99	40	concatenated	concatenate	VERB
geoplanning-72246	99	41	hidden	hide	VERB
geoplanning-72246	99	42	state	state	NOUN
geoplanning-72246	99	43	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	99	44	is	be	AUX
geoplanning-72246	99	45	passed	pass	VERB
geoplanning-72246	99	46	through	through	ADP
geoplanning-72246	99	47	a	a	DET
geoplanning-72246	99	48	dense	dense	ADJ
geoplanning-72246	99	49	layer	layer	NOUN
geoplanning-72246	99	50	for	for	ADP
geoplanning-72246	99	51	transformation	transformation	NOUN
geoplanning-72246	99	52	.	.	PUNCT
geoplanning-72246	100	1	output	output	NOUN
geoplanning-72246	100	2	equation	equation	NOUN
geoplanning-72246	100	3	(	(	PUNCT
geoplanning-72246	100	4	17	17	NUM
geoplanning-72246	100	5	)	)	PUNCT
geoplanning-72246	100	6	presents	present	NOUN
geoplanning-72246	100	7	:	:	PUNCT
geoplanning-72246	101	1	𝑜𝑡	𝑜𝑡	PROPN
geoplanning-72246	101	2	𝑅	𝑅	PROPN
geoplanning-72246	101	3	=	=	PUNCT
geoplanning-72246	101	4	𝑡𝑎𝑛ℎ(𝑊𝑜	𝑡𝑎𝑛ℎ(𝑊𝑜	PROPN
geoplanning-72246	101	5	∗	∗	NOUN
geoplanning-72246	101	6	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	101	7	𝑅	𝑅	PROPN
geoplanning-72246	101	8	+	+	PROPN
geoplanning-72246	101	9	𝑏	𝑏	NOUN
geoplanning-72246	101	10	)	)	PUNCT
geoplanning-72246	101	11	…	…	PUNCT
geoplanning-72246	101	12	…	…	PUNCT
geoplanning-72246	101	13	…	…	PUNCT
geoplanning-72246	101	14	…	…	PUNCT
geoplanning-72246	101	15	…	…	PUNCT
geoplanning-72246	101	16	…	…	PUNCT
geoplanning-72246	101	17	…	…	PUNCT
geoplanning-72246	101	18	…	…	SYM
geoplanning-72246	101	19	.	.	PUNCT
geoplanning-72246	101	20	…	…	PUNCT
geoplanning-72246	101	21	(eq.17	(eq.17	X
geoplanning-72246	101	22	)	)	PUNCT
geoplanning-72246	101	23	the	the	DET
geoplanning-72246	101	24	optimal	optimal	ADJ
geoplanning-72246	101	25	component	component	NOUN
geoplanning-72246	101	26	model	model	NOUN
geoplanning-72246	101	27	features	feature	NOUN
geoplanning-72246	101	28	are	be	AUX
geoplanning-72246	101	29	same	same	ADJ
geoplanning-72246	101	30	lstm	lstm	NOUN
geoplanning-72246	101	31	model	model	NOUN
geoplanning-72246	101	32	.	.	PUNCT
geoplanning-72246	102	1	figure	figure	VERB
geoplanning-72246	102	2	4	4	NUM
geoplanning-72246	102	3	.	.	PUNCT
geoplanning-72246	103	1	the	the	DET
geoplanning-72246	103	2	birnn	birnn	PROPN
geoplanning-72246	103	3	model	model	PROPN
geoplanning-72246	103	4	’s	’s	PART
geoplanning-72246	103	5	working	work	VERB
geoplanning-72246	103	6	structure	structure	NOUN
geoplanning-72246	103	7	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PROPN
geoplanning-72246	103	8	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	AUX
geoplanning-72246	103	9	tran	tran	NOUN
geoplanning-72246	103	10	and	and	CCONJ
geoplanning-72246	103	11	nguyen	nguyen	NOUN
geoplanning-72246	103	12	/	/	SYM
geoplanning-72246	103	13	geoplanning	geoplanning	NOUN
geoplanning-72246	103	14	:	:	PUNCT
geoplanning-72246	103	15	journal	journal	NOUN
geoplanning-72246	103	16	of	of	ADP
geoplanning-72246	103	17	geomatics	geomatics	PROPN
geoplanning-72246	103	18	and	and	CCONJ
geoplanning-72246	103	19	planning	planning	NOUN
geoplanning-72246	103	20	,	,	PUNCT
geoplanning-72246	103	21	vol	vol	NOUN
geoplanning-72246	103	22	12	12	NUM
geoplanning-72246	103	23	,	,	PUNCT
geoplanning-72246	103	24	no	no	DET
geoplanning-72246	103	25	2	2	NUM
geoplanning-72246	103	26	,	,	PUNCT
geoplanning-72246	103	27	2025	2025	NUM
geoplanning-72246	103	28	,	,	PUNCT
geoplanning-72246	103	29	139	139	NUM
geoplanning-72246	103	30	-	-	SYM
geoplanning-72246	103	31	158	158	NUM
geoplanning-72246	103	32	doi	doi	NOUN
geoplanning-72246	103	33	:	:	PUNCT
geoplanning-72246	103	34	10.14710	10.14710	NUM
geoplanning-72246	103	35	/	/	SYM
geoplanning-72246	103	36	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	103	37	-	-	PUNCT
geoplanning-72246	103	38	158	158	NUM
geoplanning-72246	103	39	144	144	NUM
geoplanning-72246	103	40	2.5	2.5	NUM
geoplanning-72246	103	41	.	.	PUNCT
geoplanning-72246	104	1	hybrid	hybrid	ADJ
geoplanning-72246	104	2	rnn	rnn	PROPN
geoplanning-72246	104	3	-	-	PUNCT
geoplanning-72246	104	4	lstm	lstm	NOUN
geoplanning-72246	104	5	the	the	DET
geoplanning-72246	104	6	hybrid	hybrid	ADJ
geoplanning-72246	104	7	rnn	rnn	PROPN
geoplanning-72246	104	8	-	-	PUNCT
geoplanning-72246	104	9	lstm	lstm	ADJ
geoplanning-72246	104	10	model	model	NOUN
geoplanning-72246	104	11	(	(	PUNCT
geoplanning-72246	104	12	figure	figure	NOUN
geoplanning-72246	104	13	5	5	NUM
geoplanning-72246	104	14	)	)	PUNCT
geoplanning-72246	104	15	combines	combine	VERB
geoplanning-72246	104	16	two	two	NUM
geoplanning-72246	104	17	types	type	NOUN
geoplanning-72246	104	18	of	of	ADP
geoplanning-72246	104	19	rnn	rnn	NOUN
geoplanning-72246	104	20	and	and	CCONJ
geoplanning-72246	104	21	lstm	lstm	PROPN
geoplanning-72246	104	22	(	(	PUNCT
geoplanning-72246	104	23	al	al	PROPN
geoplanning-72246	104	24	-	-	PUNCT
geoplanning-72246	104	25	selwi	selwi	ADJ
geoplanning-72246	104	26	et	et	PROPN
geoplanning-72246	104	27	al	al	PROPN
geoplanning-72246	104	28	.	.	PROPN
geoplanning-72246	104	29	,	,	PUNCT
geoplanning-72246	104	30	2024	2024	NUM
geoplanning-72246	104	31	;	;	PUNCT
geoplanning-72246	104	32	donkol	donkol	NOUN
geoplanning-72246	104	33	et	et	NOUN
geoplanning-72246	104	34	al	al	PROPN
geoplanning-72246	104	35	.	.	PROPN
geoplanning-72246	104	36	,	,	PUNCT
geoplanning-72246	104	37	2023	2023	NUM
geoplanning-72246	104	38	)	)	PUNCT
geoplanning-72246	104	39	.	.	PUNCT
geoplanning-72246	105	1	this	this	DET
geoplanning-72246	105	2	network	network	NOUN
geoplanning-72246	105	3	is	be	AUX
geoplanning-72246	105	4	designed	design	VERB
geoplanning-72246	105	5	to	to	PART
geoplanning-72246	105	6	process	process	VERB
geoplanning-72246	105	7	sequential	sequential	ADJ
geoplanning-72246	105	8	data	datum	NOUN
geoplanning-72246	105	9	by	by	ADP
geoplanning-72246	105	10	learning	learn	VERB
geoplanning-72246	105	11	dependencies	dependency	NOUN
geoplanning-72246	105	12	and	and	CCONJ
geoplanning-72246	105	13	patterns	pattern	NOUN
geoplanning-72246	105	14	across	across	ADP
geoplanning-72246	105	15	time	time	NOUN
geoplanning-72246	105	16	.	.	PUNCT
geoplanning-72246	106	1	at	at	ADP
geoplanning-72246	106	2	the	the	DET
geoplanning-72246	106	3	same	same	ADJ
geoplanning-72246	106	4	time	time	NOUN
geoplanning-72246	106	5	figure	figure	NOUN
geoplanning-72246	106	6	5	5	NUM
geoplanning-72246	106	7	indicates	indicate	VERB
geoplanning-72246	106	8	the	the	DET
geoplanning-72246	106	9	structural	structural	ADJ
geoplanning-72246	106	10	diagram	diagram	NOUN
geoplanning-72246	106	11	for	for	ADP
geoplanning-72246	106	12	the	the	DET
geoplanning-72246	106	13	model	model	NOUN
geoplanning-72246	106	14	as	as	ADP
geoplanning-72246	106	15	(	(	PUNCT
geoplanning-72246	106	16	i	i	NOUN
geoplanning-72246	106	17	)	)	PUNCT
geoplanning-72246	106	18	input	input	NOUN
geoplanning-72246	106	19	layer	layer	NOUN
geoplanning-72246	106	20	:	:	PUNCT
geoplanning-72246	106	21	processes	process	NOUN
geoplanning-72246	106	22	and	and	CCONJ
geoplanning-72246	106	23	forwards	forward	VERB
geoplanning-72246	106	24	input	input	NOUN
geoplanning-72246	106	25	data	datum	NOUN
geoplanning-72246	106	26	to	to	ADP
geoplanning-72246	106	27	the	the	DET
geoplanning-72246	106	28	model	model	NOUN
geoplanning-72246	106	29	(	(	PUNCT
geoplanning-72246	106	30	see	see	VERB
geoplanning-72246	106	31	equation	equation	NOUN
geoplanning-72246	106	32	18	18	NUM
geoplanning-72246	106	33	)	)	PUNCT
geoplanning-72246	106	34	;	;	PUNCT
geoplanning-72246	106	35	(	(	PUNCT
geoplanning-72246	106	36	ii	ii	NOUN
geoplanning-72246	106	37	)	)	PUNCT
geoplanning-72246	106	38	rnn	rnn	VERB
geoplanning-72246	106	39	layer	layer	NOUN
geoplanning-72246	106	40	:	:	PUNCT
geoplanning-72246	106	41	handles	handle	VERB
geoplanning-72246	106	42	sequence	sequence	NOUN
geoplanning-72246	106	43	data	datum	NOUN
geoplanning-72246	106	44	and	and	CCONJ
geoplanning-72246	106	45	learns	learn	VERB
geoplanning-72246	106	46	temporal	temporal	ADJ
geoplanning-72246	106	47	patterns	pattern	NOUN
geoplanning-72246	106	48	(	(	PUNCT
geoplanning-72246	106	49	see	see	VERB
geoplanning-72246	106	50	equation	equation	NOUN
geoplanning-72246	106	51	19	19	NUM
geoplanning-72246	106	52	)	)	PUNCT
geoplanning-72246	106	53	;	;	PUNCT
geoplanning-72246	106	54	(	(	PUNCT
geoplanning-72246	106	55	iii	iii	X
geoplanning-72246	106	56	)	)	PUNCT
geoplanning-72246	106	57	lstm	lstm	ADJ
geoplanning-72246	106	58	layer	layer	NOUN
geoplanning-72246	106	59	:	:	PUNCT
geoplanning-72246	106	60	captures	capture	VERB
geoplanning-72246	106	61	long	long	ADJ
geoplanning-72246	106	62	-	-	PUNCT
geoplanning-72246	106	63	term	term	NOUN
geoplanning-72246	106	64	dependencies	dependency	NOUN
geoplanning-72246	106	65	in	in	ADP
geoplanning-72246	106	66	the	the	DET
geoplanning-72246	106	67	data	datum	NOUN
geoplanning-72246	106	68	(	(	PUNCT
geoplanning-72246	106	69	see	see	VERB
geoplanning-72246	106	70	equation	equation	NOUN
geoplanning-72246	106	71	20	20	NUM
geoplanning-72246	106	72	)	)	PUNCT
geoplanning-72246	106	73	;	;	PUNCT
geoplanning-72246	106	74	(	(	PUNCT
geoplanning-72246	106	75	iv	iv	X
geoplanning-72246	106	76	)	)	PUNCT
geoplanning-72246	106	77	dropout	dropout	NOUN
geoplanning-72246	106	78	layers	layer	NOUN
geoplanning-72246	106	79	:	:	PUNCT
geoplanning-72246	106	80	prevents	prevent	VERB
geoplanning-72246	106	81	overfitting	overfitte	VERB
geoplanning-72246	106	82	by	by	ADP
geoplanning-72246	106	83	randomly	randomly	ADV
geoplanning-72246	106	84	ignoring	ignore	VERB
geoplanning-72246	106	85	certain	certain	ADJ
geoplanning-72246	106	86	neurons	neuron	NOUN
geoplanning-72246	106	87	during	during	ADP
geoplanning-72246	106	88	training	training	NOUN
geoplanning-72246	106	89	(	(	PUNCT
geoplanning-72246	106	90	see	see	VERB
geoplanning-72246	106	91	equation	equation	NOUN
geoplanning-72246	106	92	21	21	NUM
geoplanning-72246	106	93	)	)	PUNCT
geoplanning-72246	106	94	;	;	PUNCT
geoplanning-72246	106	95	(	(	PUNCT
geoplanning-72246	106	96	v	v	NOUN
geoplanning-72246	106	97	)	)	PUNCT
geoplanning-72246	106	98	dense	dense	ADJ
geoplanning-72246	106	99	(	(	PUNCT
geoplanning-72246	106	100	output	output	NOUN
geoplanning-72246	106	101	)	)	PUNCT
geoplanning-72246	106	102	layer	layer	NOUN
geoplanning-72246	106	103	:	:	PUNCT
geoplanning-72246	106	104	generates	generate	VERB
geoplanning-72246	106	105	the	the	DET
geoplanning-72246	106	106	final	final	ADJ
geoplanning-72246	106	107	predictions	prediction	NOUN
geoplanning-72246	106	108	based	base	VERB
geoplanning-72246	106	109	on	on	ADP
geoplanning-72246	106	110	learned	learn	VERB
geoplanning-72246	106	111	features	feature	NOUN
geoplanning-72246	106	112	(	(	PUNCT
geoplanning-72246	106	113	see	see	VERB
geoplanning-72246	106	114	equation	equation	NOUN
geoplanning-72246	106	115	22	22	NUM
geoplanning-72246	106	116	)	)	PUNCT
geoplanning-72246	106	117	;	;	PUNCT
geoplanning-72246	106	118	(	(	PUNCT
geoplanning-72246	106	119	vi	vi	NOUN
geoplanning-72246	106	120	)	)	PUNCT
geoplanning-72246	106	121	connections	connection	NOUN
geoplanning-72246	106	122	:	:	PUNCT
geoplanning-72246	106	123	data	datum	NOUN
geoplanning-72246	106	124	flows	flow	VERB
geoplanning-72246	106	125	sequentially	sequentially	ADV
geoplanning-72246	106	126	through	through	ADP
geoplanning-72246	106	127	rnn	rnn	PROPN
geoplanning-72246	106	128	,	,	PUNCT
geoplanning-72246	106	129	lstm	lstm	ADJ
geoplanning-72246	106	130	,	,	PUNCT
geoplanning-72246	106	131	and	and	CCONJ
geoplanning-72246	106	132	dense	dense	ADJ
geoplanning-72246	106	133	layers	layer	NOUN
geoplanning-72246	106	134	,	,	PUNCT
geoplanning-72246	106	135	with	with	ADP
geoplanning-72246	106	136	dropout	dropout	NOUN
geoplanning-72246	106	137	layers	layer	NOUN
geoplanning-72246	106	138	enhancing	enhance	VERB
geoplanning-72246	106	139	generalization	generalization	NOUN
geoplanning-72246	106	140	(	(	PUNCT
geoplanning-72246	106	141	see	see	VERB
geoplanning-72246	106	142	equation	equation	NOUN
geoplanning-72246	106	143	23	23	NUM
geoplanning-72246	106	144	)	)	PUNCT
geoplanning-72246	106	145	.	.	PUNCT
geoplanning-72246	107	1	in	in	ADP
geoplanning-72246	107	2	addition	addition	NOUN
geoplanning-72246	107	3	,	,	PUNCT
geoplanning-72246	107	4	the	the	DET
geoplanning-72246	107	5	equations	equation	NOUN
geoplanning-72246	107	6	(	(	PUNCT
geoplanning-72246	107	7	18	18	NUM
geoplanning-72246	107	8	,	,	PUNCT
geoplanning-72246	107	9	24	24	NUM
geoplanning-72246	107	10	)	)	PUNCT
geoplanning-72246	107	11	describe	describe	VERB
geoplanning-72246	107	12	the	the	DET
geoplanning-72246	107	13	working	work	VERB
geoplanning-72246	107	14	breakdown	breakdown	NOUN
geoplanning-72246	107	15	for	for	ADP
geoplanning-72246	107	16	the	the	DET
geoplanning-72246	107	17	model	model	NOUN
geoplanning-72246	107	18	.	.	PUNCT
geoplanning-72246	108	1	𝑖𝑡	𝑖𝑡	NOUN
geoplanning-72246	109	1	𝐻	𝐻	PROPN
geoplanning-72246	109	2	=	=	SYM
geoplanning-72246	109	3	𝜎(𝑊𝑖	𝜎(𝑊𝑖	NOUN
geoplanning-72246	109	4	∗	∗	NOUN
geoplanning-72246	109	5	𝑂𝑡	𝑂𝑡	PROPN
geoplanning-72246	109	6	𝑅	𝑅	PROPN
geoplanning-72246	109	7	+	+	PROPN
geoplanning-72246	109	8	𝑈𝑖	𝑈𝑖	PROPN
geoplanning-72246	109	9	∗	∗	NOUN
geoplanning-72246	109	10	ℎ𝑡−1	ℎ𝑡−1	VERB
geoplanning-72246	109	11	𝑙	𝑙	X
geoplanning-72246	109	12	+	+	CCONJ
geoplanning-72246	109	13	𝑏𝑖	𝑏𝑖	NOUN
geoplanning-72246	109	14	)	)	PUNCT
geoplanning-72246	109	15	…	…	PUNCT
geoplanning-72246	109	16	…	…	PUNCT
geoplanning-72246	109	17	…	…	PUNCT
geoplanning-72246	109	18	…	…	PUNCT
geoplanning-72246	109	19	…	…	PUNCT
geoplanning-72246	109	20	…	…	PUNCT
geoplanning-72246	109	21	…	…	PUNCT
geoplanning-72246	109	22	…	…	SYM
geoplanning-72246	109	23	.	.	PUNCT
geoplanning-72246	110	1	…	…	PUNCT
geoplanning-72246	110	2	(eq.18	(eq.18	INTJ
geoplanning-72246	110	3	)	)	PUNCT
geoplanning-72246	111	1	𝑓𝑡	𝑓𝑡	PROPN
geoplanning-72246	111	2	𝐻	𝐻	NOUN
geoplanning-72246	111	3	=	=	NOUN
geoplanning-72246	111	4	𝜎(𝑊𝑓	𝜎(𝑊𝑓	NOUN
geoplanning-72246	111	5	∗	∗	NOUN
geoplanning-72246	111	6	𝑂𝑡	𝑂𝑡	PROPN
geoplanning-72246	111	7	𝑅	𝑅	PROPN
geoplanning-72246	111	8	+	+	PROPN
geoplanning-72246	111	9	𝑈𝑓	𝑈𝑓	PROPN
geoplanning-72246	111	10	∗	∗	NOUN
geoplanning-72246	111	11	ℎ𝑡−1	ℎ𝑡−1	VERB
geoplanning-72246	111	12	𝑙	𝑙	PROPN
geoplanning-72246	111	13	+	+	CCONJ
geoplanning-72246	111	14	𝑏𝑓	𝑏𝑓	PROPN
geoplanning-72246	111	15	)	)	PUNCT
geoplanning-72246	111	16	…	…	PUNCT
geoplanning-72246	111	17	…	…	PUNCT
geoplanning-72246	111	18	…	…	PUNCT
geoplanning-72246	111	19	…	…	PUNCT
geoplanning-72246	111	20	…	…	PUNCT
geoplanning-72246	111	21	…	…	PUNCT
geoplanning-72246	111	22	…	…	PUNCT
geoplanning-72246	111	23	…	…	SYM
geoplanning-72246	111	24	.	.	PUNCT
geoplanning-72246	111	25	…	…	PUNCT
geoplanning-72246	111	26	(eq.19	(eq.19	NUM
geoplanning-72246	111	27	)	)	PUNCT
geoplanning-72246	111	28	𝑜𝑡	𝑜𝑡	ADP
geoplanning-72246	111	29	𝐻	𝐻	NOUN
geoplanning-72246	111	30	=	=	NOUN
geoplanning-72246	111	31	𝜎(𝑊𝑜	𝜎(𝑊𝑜	NOUN
geoplanning-72246	111	32	∗	∗	VERB
geoplanning-72246	111	33	𝑂𝑡	𝑂𝑡	PROPN
geoplanning-72246	111	34	𝑅	𝑅	PROPN
geoplanning-72246	111	35	+	+	CCONJ
geoplanning-72246	111	36	𝑈𝑜	𝑈𝑜	PROPN
geoplanning-72246	111	37	∗	∗	NOUN
geoplanning-72246	111	38	ℎ𝑡−1	ℎ𝑡−1	VERB
geoplanning-72246	111	39	𝑙	𝑙	X
geoplanning-72246	111	40	+	+	CCONJ
geoplanning-72246	111	41	𝑏𝑜	𝑏𝑜	ADJ
geoplanning-72246	111	42	)	)	PUNCT
geoplanning-72246	111	43	…	…	PUNCT
geoplanning-72246	111	44	…	…	PUNCT
geoplanning-72246	111	45	…	…	PUNCT
geoplanning-72246	111	46	…	…	PUNCT
geoplanning-72246	111	47	…	…	PUNCT
geoplanning-72246	111	48	…	…	PUNCT
geoplanning-72246	111	49	…	…	PUNCT
geoplanning-72246	111	50	…	…	SYM
geoplanning-72246	111	51	.	.	NUM
geoplanning-72246	111	52	…	…	PUNCT
geoplanning-72246	111	53	(eq.20	(eq.20	X
geoplanning-72246	111	54	)	)	PUNCT
geoplanning-72246	111	55	𝑢𝑡	𝑢𝑡	NOUN
geoplanning-72246	111	56	𝐻	𝐻	NOUN
geoplanning-72246	111	57	=	=	SYM
geoplanning-72246	111	58	𝑡𝑎𝑛ℎ(𝑊𝑢	𝑡𝑎𝑛ℎ(𝑊𝑢	PROPN
geoplanning-72246	111	59	∗	∗	VERB
geoplanning-72246	111	60	𝑂𝑡	𝑂𝑡	PROPN
geoplanning-72246	111	61	𝑅	𝑅	PROPN
geoplanning-72246	111	62	+	+	PROPN
geoplanning-72246	111	63	𝑈𝑢	𝑈𝑢	PROPN
geoplanning-72246	111	64	∗	∗	NOUN
geoplanning-72246	111	65	ℎ𝑡−1	ℎ𝑡−1	VERB
geoplanning-72246	111	66	𝑙	𝑙	X
geoplanning-72246	111	67	+	+	CCONJ
geoplanning-72246	111	68	𝑏𝑢	𝑏𝑢	NOUN
geoplanning-72246	111	69	)	)	PUNCT
geoplanning-72246	111	70	…	…	PUNCT
geoplanning-72246	111	71	…	…	PUNCT
geoplanning-72246	111	72	…	…	PUNCT
geoplanning-72246	111	73	…	…	PUNCT
geoplanning-72246	111	74	…	…	PUNCT
geoplanning-72246	111	75	…	…	PUNCT
geoplanning-72246	111	76	…	…	PUNCT
geoplanning-72246	111	77	…	…	PUNCT
geoplanning-72246	111	78	(	(	PUNCT
geoplanning-72246	111	79	eq.21	eq.21	PROPN
geoplanning-72246	111	80	)	)	PUNCT
geoplanning-72246	111	81	𝑐𝑡	𝑐𝑡	ADP
geoplanning-72246	111	82	𝐻	𝐻	PROPN
geoplanning-72246	111	83	=	=	PUNCT
geoplanning-72246	112	1	𝑖𝑡	𝑖𝑡	NOUN
geoplanning-72246	112	2	𝐻	𝐻	PROPN
geoplanning-72246	112	3	⊙	⊙	NOUN
geoplanning-72246	112	4	𝑢𝑡	𝑢𝑡	VERB
geoplanning-72246	112	5	𝐻	𝐻	PROPN
geoplanning-72246	113	1	+	+	NUM
geoplanning-72246	113	2	𝑓𝑡	𝑓𝑡	PROPN
geoplanning-72246	113	3	𝐻	𝐻	PROPN
geoplanning-72246	113	4	⊙	⊙	NOUN
geoplanning-72246	113	5	𝑖𝑡−1	𝑖𝑡−1	PROPN
geoplanning-72246	113	6	𝐻	𝐻	PROPN
geoplanning-72246	113	7	…	…	PUNCT
geoplanning-72246	113	8	…	…	PUNCT
geoplanning-72246	113	9	…	…	PUNCT
geoplanning-72246	113	10	…	…	PUNCT
geoplanning-72246	113	11	…	…	PUNCT
geoplanning-72246	113	12	…	…	PUNCT
geoplanning-72246	113	13	…	…	PUNCT
geoplanning-72246	113	14	…	…	PUNCT
geoplanning-72246	113	15	…	…	PUNCT
geoplanning-72246	113	16	…	…	PUNCT
geoplanning-72246	113	17	…	…	PUNCT
geoplanning-72246	113	18	…	…	SYM
geoplanning-72246	113	19	.	.	PUNCT
geoplanning-72246	114	1	…	…	PUNCT
geoplanning-72246	114	2	(eq.22	(eq.22	NOUN
geoplanning-72246	114	3	)	)	PUNCT
geoplanning-72246	114	4	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	114	5	𝐻	𝐻	NOUN
geoplanning-72246	114	6	=	=	PUNCT
geoplanning-72246	114	7	𝑜𝑡	𝑜𝑡	PROPN
geoplanning-72246	114	8	𝐻	𝐻	PROPN
geoplanning-72246	114	9	⊙	⊙	NOUN
geoplanning-72246	114	10	tanh	tanh	PROPN
geoplanning-72246	114	11	(	(	PUNCT
geoplanning-72246	114	12	𝑐𝑡	𝑐𝑡	ADP
geoplanning-72246	114	13	𝐻	𝐻	PROPN
geoplanning-72246	114	14	)	)	PUNCT
geoplanning-72246	114	15	…	…	PUNCT
geoplanning-72246	114	16	…	…	PUNCT
geoplanning-72246	114	17	…	…	PUNCT
geoplanning-72246	114	18	…	…	PUNCT
geoplanning-72246	114	19	…	…	PUNCT
geoplanning-72246	114	20	…	…	PUNCT
geoplanning-72246	114	21	…	…	PUNCT
geoplanning-72246	114	22	…	…	PUNCT
geoplanning-72246	114	23	…	…	PUNCT
geoplanning-72246	114	24	…	…	PUNCT
geoplanning-72246	114	25	…	…	PUNCT
geoplanning-72246	114	26	…	…	PUNCT
geoplanning-72246	114	27	…	…	PUNCT
geoplanning-72246	114	28	…	…	PUNCT
geoplanning-72246	114	29	...	...	PUNCT
geoplanning-72246	114	30	…	…	PUNCT
geoplanning-72246	114	31	(	(	PUNCT
geoplanning-72246	114	32	eq.23	eq.23	X
geoplanning-72246	114	33	)	)	PUNCT
geoplanning-72246	114	34	the	the	DET
geoplanning-72246	114	35	estimating	estimate	VERB
geoplanning-72246	114	36	sea	sea	NOUN
geoplanning-72246	114	37	erosion	erosion	NOUN
geoplanning-72246	114	38	is	be	AUX
geoplanning-72246	114	39	as	as	SCONJ
geoplanning-72246	114	40	(	(	PUNCT
geoplanning-72246	114	41	see	see	VERB
geoplanning-72246	114	42	equation	equation	NOUN
geoplanning-72246	114	43	24	24	NUM
geoplanning-72246	114	44	):	):	PUNCT
geoplanning-72246	114	45	𝑒𝑠𝑡	𝑒𝑠𝑡	NOUN
geoplanning-72246	114	46	̂	̂	PUNCT
geoplanning-72246	114	47	=	=	SYM
geoplanning-72246	114	48	𝜎(𝑊𝑜	𝜎(𝑊𝑜	NOUN
geoplanning-72246	114	49	∗	∗	NOUN
geoplanning-72246	114	50	ℎ𝑡	ℎ𝑡	NOUN
geoplanning-72246	114	51	𝐻	𝐻	PROPN
geoplanning-72246	114	52	)	)	PUNCT
geoplanning-72246	114	53	…	…	PUNCT
geoplanning-72246	114	54	…	…	PUNCT
geoplanning-72246	114	55	…	…	PUNCT
geoplanning-72246	114	56	…	…	PUNCT
geoplanning-72246	114	57	…	…	PUNCT
geoplanning-72246	114	58	…	…	PUNCT
geoplanning-72246	114	59	…	…	PUNCT
geoplanning-72246	114	60	…	…	PUNCT
geoplanning-72246	114	61	…	…	PUNCT
geoplanning-72246	114	62	…	…	PUNCT
geoplanning-72246	114	63	…	…	PUNCT
geoplanning-72246	114	64	…	…	PUNCT
geoplanning-72246	114	65	…	…	PUNCT
geoplanning-72246	114	66	…	…	PUNCT
geoplanning-72246	114	67	…	…	PUNCT
geoplanning-72246	114	68	…	…	SYM
geoplanning-72246	114	69	.	.	PUNCT
geoplanning-72246	115	1	…	…	PUNCT
geoplanning-72246	115	2	(eq.24	(eq.24	X
geoplanning-72246	115	3	)	)	PUNCT
geoplanning-72246	115	4	the	the	DET
geoplanning-72246	115	5	model	model	NOUN
geoplanning-72246	115	6	work	work	NOUN
geoplanning-72246	115	7	such	such	ADJ
geoplanning-72246	115	8	as	as	ADP
geoplanning-72246	115	9	input	input	NOUN
geoplanning-72246	115	10	data	data	NOUN
geoplanning-72246	115	11	is	be	AUX
geoplanning-72246	115	12	fed	feed	VERB
geoplanning-72246	115	13	into	into	ADP
geoplanning-72246	115	14	the	the	DET
geoplanning-72246	115	15	rnn	rnn	NOUN
geoplanning-72246	115	16	layer	layer	NOUN
geoplanning-72246	115	17	,	,	PUNCT
geoplanning-72246	115	18	which	which	PRON
geoplanning-72246	115	19	captures	capture	VERB
geoplanning-72246	115	20	temporal	temporal	ADJ
geoplanning-72246	115	21	relationships	relationship	NOUN
geoplanning-72246	115	22	in	in	ADP
geoplanning-72246	115	23	a	a	DET
geoplanning-72246	115	24	lightweight	lightweight	ADJ
geoplanning-72246	115	25	manner	manner	NOUN
geoplanning-72246	115	26	.	.	PUNCT
geoplanning-72246	116	1	the	the	DET
geoplanning-72246	116	2	processed	process	VERB
geoplanning-72246	116	3	information	information	NOUN
geoplanning-72246	116	4	is	be	AUX
geoplanning-72246	116	5	passed	pass	VERB
geoplanning-72246	116	6	to	to	ADP
geoplanning-72246	116	7	the	the	DET
geoplanning-72246	116	8	lstm	lstm	ADJ
geoplanning-72246	116	9	layer	layer	NOUN
geoplanning-72246	116	10	,	,	PUNCT
geoplanning-72246	116	11	which	which	PRON
geoplanning-72246	116	12	learns	learn	VERB
geoplanning-72246	116	13	both	both	CCONJ
geoplanning-72246	116	14	short	short	ADJ
geoplanning-72246	116	15	-	-	PUNCT
geoplanning-72246	116	16	term	term	NOUN
geoplanning-72246	116	17	and	and	CCONJ
geoplanning-72246	116	18	long	long	ADJ
geoplanning-72246	116	19	-	-	PUNCT
geoplanning-72246	116	20	term	term	NOUN
geoplanning-72246	116	21	dependencies	dependency	NOUN
geoplanning-72246	116	22	in	in	ADP
geoplanning-72246	116	23	the	the	DET
geoplanning-72246	116	24	sequence	sequence	NOUN
geoplanning-72246	116	25	.	.	PUNCT
geoplanning-72246	117	1	the	the	DET
geoplanning-72246	117	2	lstm	lstm	PROPN
geoplanning-72246	117	3	's	's	PART
geoplanning-72246	117	4	output	output	NOUN
geoplanning-72246	117	5	is	be	AUX
geoplanning-72246	117	6	regularized	regularize	VERB
geoplanning-72246	117	7	using	use	VERB
geoplanning-72246	117	8	the	the	DET
geoplanning-72246	117	9	dropout	dropout	NOUN
geoplanning-72246	117	10	layer	layer	NOUN
geoplanning-72246	117	11	.	.	PUNCT
geoplanning-72246	118	1	finally	finally	ADV
geoplanning-72246	118	2	,	,	PUNCT
geoplanning-72246	118	3	the	the	DET
geoplanning-72246	118	4	dense	dense	ADJ
geoplanning-72246	118	5	layer	layer	NOUN
geoplanning-72246	118	6	generates	generate	VERB
geoplanning-72246	118	7	predictions	prediction	NOUN
geoplanning-72246	118	8	based	base	VERB
geoplanning-72246	118	9	on	on	ADP
geoplanning-72246	118	10	the	the	DET
geoplanning-72246	118	11	processed	process	VERB
geoplanning-72246	118	12	sequence	sequence	NOUN
geoplanning-72246	118	13	.	.	PUNCT
geoplanning-72246	119	1	the	the	DET
geoplanning-72246	119	2	optimal	optimal	ADJ
geoplanning-72246	119	3	component	component	NOUN
geoplanning-72246	119	4	model	model	NOUN
geoplanning-72246	119	5	features	feature	NOUN
geoplanning-72246	119	6	are	be	AUX
geoplanning-72246	119	7	same	same	ADJ
geoplanning-72246	119	8	lstm	lstm	NOUN
geoplanning-72246	119	9	model	model	NOUN
geoplanning-72246	119	10	;	;	PUNCT
geoplanning-72246	119	11	however	however	ADV
geoplanning-72246	119	12	,	,	PUNCT
geoplanning-72246	119	13	hidden	hidden	ADJ
geoplanning-72246	119	14	layers	layer	NOUN
geoplanning-72246	119	15	for	for	ADP
geoplanning-72246	119	16	model	model	NOUN
geoplanning-72246	119	17	include	include	VERB
geoplanning-72246	119	18	rnn	rnn	VERB
geoplanning-72246	119	19	hidden	hide	VERB
geoplanning-72246	119	20	layer	layer	NOUN
geoplanning-72246	119	21	and	and	CCONJ
geoplanning-72246	119	22	lstm	lstm	NOUN
geoplanning-72246	119	23	hidden	hide	VERB
geoplanning-72246	119	24	layer	layer	NOUN
geoplanning-72246	119	25	.	.	PUNCT
geoplanning-72246	120	1	figure	figure	NOUN
geoplanning-72246	120	2	5	5	NUM
geoplanning-72246	120	3	.	.	PUNCT
geoplanning-72246	120	4	hybrid	hybrid	ADJ
geoplanning-72246	120	5	rnn	rnn	PROPN
geoplanning-72246	120	6	-	-	PUNCT
geoplanning-72246	120	7	lstm	lstm	PROPN
geoplanning-72246	120	8	model	model	NOUN
geoplanning-72246	120	9	’s	’s	PART
geoplanning-72246	120	10	structure	structure	NOUN
geoplanning-72246	120	11	2.6	2.6	NUM
geoplanning-72246	120	12	.	.	PUNCT
geoplanning-72246	121	1	metric	metric	ADJ
geoplanning-72246	121	2	of	of	ADP
geoplanning-72246	121	3	accurate	accurate	ADJ
geoplanning-72246	121	4	parameters	parameter	NOUN
geoplanning-72246	121	5	predicting	predict	VERB
geoplanning-72246	121	6	accuracies	accuracy	NOUN
geoplanning-72246	121	7	depend	depend	VERB
geoplanning-72246	121	8	on	on	ADP
geoplanning-72246	121	9	computing	computing	NOUN
geoplanning-72246	121	10	and	and	CCONJ
geoplanning-72246	121	11	comparing	compare	VERB
geoplanning-72246	121	12	between	between	ADP
geoplanning-72246	121	13	the	the	DET
geoplanning-72246	121	14	actual	actual	ADJ
geoplanning-72246	121	15	and	and	CCONJ
geoplanning-72246	121	16	predicted	predict	VERB
geoplanning-72246	121	17	data	datum	NOUN
geoplanning-72246	121	18	.	.	PUNCT
geoplanning-72246	122	1	these	these	DET
geoplanning-72246	122	2	metrics	metric	NOUN
geoplanning-72246	122	3	of	of	ADP
geoplanning-72246	122	4	the	the	DET
geoplanning-72246	122	5	accreting	accrete	VERB
geoplanning-72246	122	6	measured	measure	VERB
geoplanning-72246	122	7	parameters	parameter	NOUN
geoplanning-72246	122	8	for	for	ADP
geoplanning-72246	122	9	the	the	DET
geoplanning-72246	122	10	study	study	NOUN
geoplanning-72246	122	11	such	such	ADJ
geoplanning-72246	122	12	as	as	ADP
geoplanning-72246	122	13	the	the	DET
geoplanning-72246	122	14	mape	mape	NOUN
geoplanning-72246	122	15	(	(	PUNCT
geoplanning-72246	122	16	equation	equation	NOUN
geoplanning-72246	122	17	25	25	NUM
geoplanning-72246	122	18	)	)	PUNCT
geoplanning-72246	122	19	,	,	PUNCT
geoplanning-72246	122	20	rmse	rmse	NOUN
geoplanning-72246	122	21	(	(	PUNCT
geoplanning-72246	122	22	equation	equation	NOUN
geoplanning-72246	122	23	26	26	NUM
geoplanning-72246	122	24	)	)	PUNCT
geoplanning-72246	122	25	,	,	PUNCT
geoplanning-72246	122	26	mae	mae	PROPN
geoplanning-72246	122	27	(	(	PUNCT
geoplanning-72246	122	28	equation	equation	NOUN
geoplanning-72246	122	29	27	27	NUM
geoplanning-72246	122	30	)	)	PUNCT
geoplanning-72246	122	31	,	,	PUNCT
geoplanning-72246	122	32	squared	square	VERB
geoplanning-72246	122	33	(	(	PUNCT
geoplanning-72246	122	34	r2	r2	PROPN
geoplanning-72246	122	35	)	)	PUNCT
geoplanning-72246	122	36	(	(	PUNCT
geoplanning-72246	122	37	equation	equation	NOUN
geoplanning-72246	122	38	28	28	NUM
geoplanning-72246	122	39	)	)	PUNCT
geoplanning-72246	122	40	,	,	PUNCT
geoplanning-72246	122	41	and	and	CCONJ
geoplanning-72246	122	42	cc	cc	PROPN
geoplanning-72246	122	43	(	(	PUNCT
geoplanning-72246	122	44	equation	equation	NOUN
geoplanning-72246	122	45	29	29	NUM
geoplanning-72246	122	46	)	)	PUNCT
geoplanning-72246	122	47	.	.	PUNCT
geoplanning-72246	123	1	the	the	DET
geoplanning-72246	123	2	indicators	indicator	NOUN
geoplanning-72246	123	3	are	be	AUX
geoplanning-72246	123	4	shown	show	VERB
geoplanning-72246	123	5	as	as	ADP
geoplanning-72246	123	6	below	below	ADV
geoplanning-72246	123	7	(	(	PUNCT
geoplanning-72246	123	8	kardani	kardani	X
geoplanning-72246	123	9	et	et	PROPN
geoplanning-72246	123	10	al	al	PROPN
geoplanning-72246	123	11	.	.	PROPN
geoplanning-72246	123	12	,	,	PUNCT
geoplanning-72246	123	13	2020	2020	NUM
geoplanning-72246	123	14	;	;	PUNCT
geoplanning-72246	123	15	touzani	touzani	PROPN
geoplanning-72246	123	16	et	et	PROPN
geoplanning-72246	123	17	al	al	PROPN
geoplanning-72246	123	18	.	.	PROPN
geoplanning-72246	123	19	,	,	PUNCT
geoplanning-72246	123	20	2018	2018	NUM
geoplanning-72246	123	21	):	):	PUNCT
geoplanning-72246	124	1	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PUNCT
geoplanning-72246	124	2	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PUNCT
geoplanning-72246	124	3	tran	tran	NOUN
geoplanning-72246	124	4	and	and	CCONJ
geoplanning-72246	124	5	nguyen	nguyen	NOUN
geoplanning-72246	124	6	/	/	SYM
geoplanning-72246	124	7	geoplanning	geoplanning	NOUN
geoplanning-72246	124	8	:	:	PUNCT
geoplanning-72246	124	9	journal	journal	NOUN
geoplanning-72246	124	10	of	of	ADP
geoplanning-72246	124	11	geomatics	geomatics	PROPN
geoplanning-72246	124	12	and	and	CCONJ
geoplanning-72246	124	13	planning	planning	NOUN
geoplanning-72246	124	14	,	,	PUNCT
geoplanning-72246	124	15	vol	vol	NOUN
geoplanning-72246	124	16	12	12	NUM
geoplanning-72246	124	17	,	,	PUNCT
geoplanning-72246	124	18	no	no	DET
geoplanning-72246	124	19	2	2	NUM
geoplanning-72246	124	20	,	,	PUNCT
geoplanning-72246	124	21	2025	2025	NUM
geoplanning-72246	124	22	,	,	PUNCT
geoplanning-72246	124	23	139	139	NUM
geoplanning-72246	124	24	-	-	SYM
geoplanning-72246	124	25	158	158	NUM
geoplanning-72246	124	26	doi	doi	NOUN
geoplanning-72246	124	27	:	:	PUNCT
geoplanning-72246	124	28	10.14710	10.14710	NUM
geoplanning-72246	124	29	/	/	SYM
geoplanning-72246	124	30	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	124	31	-	-	PUNCT
geoplanning-72246	124	32	158	158	NUM
geoplanning-72246	124	33	145	145	NUM
geoplanning-72246	124	34	𝑀𝐴𝑃𝐸(%	𝑀𝐴𝑃𝐸(%	NOUN
geoplanning-72246	124	35	)	)	PUNCT
geoplanning-72246	124	36	=	=	SYM
geoplanning-72246	125	1	1	1	NUM
geoplanning-72246	125	2	𝑛	𝑛	PRON
geoplanning-72246	125	3	∑	∑	ADP
geoplanning-72246	125	4	|𝑥𝑡	|𝑥𝑡	SYM
geoplanning-72246	125	5	′−𝑥𝑡|	′−𝑥𝑡|	NOUN
geoplanning-72246	125	6	𝑥𝑡	𝑥𝑡	ADV
geoplanning-72246	125	7	%	%	NOUN
geoplanning-72246	125	8	…	…	PUNCT
geoplanning-72246	125	9	…	…	PUNCT
geoplanning-72246	125	10	…	…	PUNCT
geoplanning-72246	125	11	…	…	PUNCT
geoplanning-72246	125	12	…	…	PUNCT
geoplanning-72246	125	13	…	…	PUNCT
geoplanning-72246	125	14	…	…	PUNCT
geoplanning-72246	125	15	…	…	PUNCT
geoplanning-72246	125	16	…	…	PUNCT
geoplanning-72246	125	17	…	…	PUNCT
geoplanning-72246	125	18	…	…	PUNCT
geoplanning-72246	125	19	…	…	PUNCT
geoplanning-72246	125	20	(	(	PUNCT
geoplanning-72246	125	21	eq.25	eq.25	NOUN
geoplanning-72246	125	22	)	)	PUNCT
geoplanning-72246	125	23	𝑅𝑀𝑆𝐸	𝑅𝑀𝑆𝐸	NOUN
geoplanning-72246	125	24	=	=	PRON
geoplanning-72246	125	25	√∑	√∑	PUNCT
geoplanning-72246	125	26	(	(	PUNCT
geoplanning-72246	125	27	𝑥𝑡−	𝑥𝑡−	NUM
geoplanning-72246	125	28	𝑥𝑡	𝑥𝑡	ADV
geoplanning-72246	125	29	′	′	NOUN
geoplanning-72246	125	30	)	)	PUNCT
geoplanning-72246	125	31	2𝑛	2𝑛	PROPN
geoplanning-72246	125	32	𝑡=1	𝑡=1	PROPN
geoplanning-72246	125	33	𝑛	𝑛	PRON
geoplanning-72246	125	34	…	…	PUNCT
geoplanning-72246	125	35	…	…	PUNCT
geoplanning-72246	125	36	…	…	PUNCT
geoplanning-72246	125	37	…	…	PUNCT
geoplanning-72246	125	38	…	…	PUNCT
geoplanning-72246	125	39	…	…	PUNCT
geoplanning-72246	125	40	…	…	PUNCT
geoplanning-72246	125	41	…	…	PUNCT
geoplanning-72246	125	42	…	…	PUNCT
geoplanning-72246	125	43	…	…	PUNCT
geoplanning-72246	125	44	…	…	PUNCT
geoplanning-72246	125	45	…	…	PUNCT
geoplanning-72246	125	46	…	…	PUNCT
geoplanning-72246	125	47	(	(	PUNCT
geoplanning-72246	125	48	eq.26	eq.26	NOUN
geoplanning-72246	125	49	)	)	PUNCT
geoplanning-72246	125	50	𝑀𝐴𝐸	𝑀𝐴𝐸	NOUN
geoplanning-72246	125	51	=	=	SYM
geoplanning-72246	125	52	1	1	NUM
geoplanning-72246	125	53	𝑛	𝑛	PRON
geoplanning-72246	125	54	∑	∑	ADP
geoplanning-72246	125	55	|𝑥𝑡	|𝑥𝑡	NUM
geoplanning-72246	125	56	′	′	NOUN
geoplanning-72246	125	57	−	−	PROPN
geoplanning-72246	126	1	𝑥𝑡|	𝑥𝑡|	PROPN
geoplanning-72246	126	2	𝑛	𝑛	PRON
geoplanning-72246	126	3	𝑡=1	𝑡=1	PROPN
geoplanning-72246	126	4	…	…	PUNCT
geoplanning-72246	126	5	…	…	PUNCT
geoplanning-72246	126	6	…	…	SYM
geoplanning-72246	126	7	…	…	PUNCT
geoplanning-72246	126	8	…	…	PUNCT
geoplanning-72246	126	9	……	……	NOUN
geoplanning-72246	126	10	……	……	NOUN
geoplanning-72246	126	11	……	……	NOUN
geoplanning-72246	126	12	……	……	NOUN
geoplanning-72246	126	13	.	.	PUNCT
geoplanning-72246	127	1	(	(	PUNCT
geoplanning-72246	127	2	eq.27	eq.27	PROPN
geoplanning-72246	127	3	)	)	PUNCT
geoplanning-72246	127	4	𝑅_𝑠𝑞𝑢𝑎𝑟𝑒𝑑	𝑅_𝑠𝑞𝑢𝑎𝑟𝑒𝑑	NOUN
geoplanning-72246	127	5	=	=	NOUN
geoplanning-72246	127	6	1	1	NUM
geoplanning-72246	127	7	−	−	NOUN
geoplanning-72246	127	8	∑	∑	PUNCT
geoplanning-72246	127	9	(	(	PUNCT
geoplanning-72246	127	10	𝑥𝑡−	𝑥𝑡−	NUM
geoplanning-72246	127	11	𝑥𝑡	𝑥𝑡	ADV
geoplanning-72246	127	12	′	′	NOUN
geoplanning-72246	127	13	)	)	PUNCT
geoplanning-72246	127	14	2𝑛	2𝑛	PROPN
geoplanning-72246	128	1	𝑡=1	𝑡=1	PROPN
geoplanning-72246	128	2	∑	∑	PUNCT
geoplanning-72246	128	3	(	(	PUNCT
geoplanning-72246	128	4	𝑥𝑡−	𝑥𝑡−	NUM
geoplanning-72246	128	5	1	1	NUM
geoplanning-72246	128	6	𝑛	𝑛	PROPN
geoplanning-72246	128	7	∑	∑	PUNCT
geoplanning-72246	128	8	𝑥𝑡	𝑥𝑡	ADP
geoplanning-72246	128	9	𝑛	𝑛	DET
geoplanning-72246	128	10	𝑡=1	𝑡=1	PROPN
geoplanning-72246	128	11	)	)	PUNCT
geoplanning-72246	128	12	2	2	NUM
geoplanning-72246	128	13	𝑛	𝑛	DET
geoplanning-72246	128	14	𝑡=1	𝑡=1	PROPN
geoplanning-72246	128	15	…	…	PUNCT
geoplanning-72246	128	16	…	…	PUNCT
geoplanning-72246	128	17	…	…	PUNCT
geoplanning-72246	128	18	…	…	PUNCT
geoplanning-72246	128	19	…	…	PUNCT
geoplanning-72246	128	20	…	…	PUNCT
geoplanning-72246	128	21	…	…	PUNCT
geoplanning-72246	128	22	…	…	PUNCT
geoplanning-72246	128	23	(	(	PUNCT
geoplanning-72246	128	24	eq.28	eq.28	NOUN
geoplanning-72246	128	25	)	)	PUNCT
geoplanning-72246	128	26	𝐶𝐶	𝐶𝐶	NOUN
geoplanning-72246	128	27	=	=	PUNCT
geoplanning-72246	128	28	∑	∑	PROPN
geoplanning-72246	128	29	(	(	PUNCT
geoplanning-72246	128	30	𝑥𝑡−	𝑥𝑡−	NUM
geoplanning-72246	128	31	1	1	NUM
geoplanning-72246	128	32	𝑛	𝑛	PROPN
geoplanning-72246	128	33	∑	∑	PUNCT
geoplanning-72246	128	34	𝑥𝑡	𝑥𝑡	ADP
geoplanning-72246	128	35	𝑛	𝑛	DET
geoplanning-72246	128	36	𝑡=1	𝑡=1	PROPN
geoplanning-72246	128	37	)	)	PUNCT
geoplanning-72246	128	38	×(𝑥𝑡	×(𝑥𝑡	NOUN
geoplanning-72246	128	39	′−	′−	NOUN
geoplanning-72246	128	40	1	1	NUM
geoplanning-72246	128	41	𝑛	𝑛	ADP
geoplanning-72246	128	42	∑	∑	PUNCT
geoplanning-72246	128	43	𝑥𝑡	𝑥𝑡	X
geoplanning-72246	128	44	′𝑛	′𝑛	PROPN
geoplanning-72246	128	45	𝑡=1	𝑡=1	PROPN
geoplanning-72246	128	46	)	)	PUNCT
geoplanning-72246	128	47	𝑛	𝑛	DET
geoplanning-72246	128	48	𝑡=1	𝑡=1	PROPN
geoplanning-72246	128	49	√∑	√∑	ADV
geoplanning-72246	128	50	(	(	PUNCT
geoplanning-72246	128	51	𝑥𝑡−	𝑥𝑡−	NUM
geoplanning-72246	128	52	1	1	NUM
geoplanning-72246	128	53	𝑛	𝑛	PROPN
geoplanning-72246	128	54	∑	∑	PUNCT
geoplanning-72246	128	55	𝑥𝑡	𝑥𝑡	ADP
geoplanning-72246	128	56	𝑛	𝑛	DET
geoplanning-72246	128	57	𝑡=1	𝑡=1	PROPN
geoplanning-72246	128	58	)	)	PUNCT
geoplanning-72246	128	59	2𝑛	2𝑛	PROPN
geoplanning-72246	128	60	𝑡=1	𝑡=1	PROPN
geoplanning-72246	128	61	×∑	×∑	NOUN
geoplanning-72246	128	62	(	(	PUNCT
geoplanning-72246	128	63	𝑥𝑡	𝑥𝑡	X
geoplanning-72246	128	64	′−	′−	PROPN
geoplanning-72246	128	65	1	1	NUM
geoplanning-72246	128	66	𝑛	𝑛	PROPN
geoplanning-72246	128	67	∑	∑	PUNCT
geoplanning-72246	128	68	𝑥𝑡	𝑥𝑡	PROPN
geoplanning-72246	128	69	′𝑛	′𝑛	PROPN
geoplanning-72246	128	70	𝑡=1	𝑡=1	PROPN
geoplanning-72246	128	71	)	)	PUNCT
geoplanning-72246	128	72	2𝑛	2𝑛	PROPN
geoplanning-72246	128	73	𝑡=1	𝑡=1	PROPN
geoplanning-72246	128	74	…	…	PUNCT
geoplanning-72246	128	75	…	…	PUNCT
geoplanning-72246	128	76	…	…	PUNCT
geoplanning-72246	128	77	…	…	PUNCT
geoplanning-72246	128	78	…	…	PUNCT
geoplanning-72246	128	79	…	…	PUNCT
geoplanning-72246	128	80	…	…	PUNCT
geoplanning-72246	128	81	…	…	PUNCT
geoplanning-72246	128	82	(	(	PUNCT
geoplanning-72246	128	83	eq.29	eq.29	NOUN
geoplanning-72246	128	84	)	)	PUNCT
geoplanning-72246	128	85	where	where	SCONJ
geoplanning-72246	128	86	𝑥𝑡	𝑥𝑡	ADV
geoplanning-72246	128	87	,	,	PUNCT
geoplanning-72246	128	88	𝑥𝑡	𝑥𝑡	ADV
geoplanning-72246	128	89	′	′	NOUN
geoplanning-72246	128	90	represent	represent	VERB
geoplanning-72246	128	91	the	the	DET
geoplanning-72246	128	92	estimated	estimate	VERB
geoplanning-72246	128	93	and	and	CCONJ
geoplanning-72246	128	94	actual	actual	ADJ
geoplanning-72246	128	95	values	value	NOUN
geoplanning-72246	128	96	at	at	ADP
geoplanning-72246	128	97	time	time	NOUN
geoplanning-72246	128	98	t	t	PROPN
geoplanning-72246	128	99	,	,	PUNCT
geoplanning-72246	128	100	and	and	CCONJ
geoplanning-72246	128	101	n	n	PRON
geoplanning-72246	128	102	denotes	denote	VERB
geoplanning-72246	128	103	the	the	DET
geoplanning-72246	128	104	number	number	NOUN
geoplanning-72246	128	105	of	of	ADP
geoplanning-72246	128	106	observed	observe	VERB
geoplanning-72246	128	107	data	data	NOUN
geoplanning-72246	128	108	points	point	NOUN
geoplanning-72246	128	109	in	in	ADP
geoplanning-72246	128	110	the	the	DET
geoplanning-72246	128	111	testing	testing	NOUN
geoplanning-72246	128	112	phase	phase	NOUN
geoplanning-72246	128	113	.	.	PUNCT
geoplanning-72246	129	1	the	the	DET
geoplanning-72246	129	2	mean	mean	ADJ
geoplanning-72246	129	3	values	value	NOUN
geoplanning-72246	129	4	of	of	ADP
geoplanning-72246	129	5	the	the	DET
geoplanning-72246	129	6	predicted	predict	VERB
geoplanning-72246	129	7	and	and	CCONJ
geoplanning-72246	129	8	actual	actual	ADJ
geoplanning-72246	129	9	data	datum	NOUN
geoplanning-72246	129	10	are	be	AUX
geoplanning-72246	129	11	represented	represent	VERB
geoplanning-72246	129	12	by	by	ADP
geoplanning-72246	129	13	�	�	PROPN
geoplanning-72246	129	14	̅	̅	NOUN
geoplanning-72246	129	15	�	�	PROPN
geoplanning-72246	129	16	:	:	PUNCT
geoplanning-72246	129	17	𝑥′̅	𝑥′̅	NOUN
geoplanning-72246	129	18	,	,	PUNCT
geoplanning-72246	129	19	respectively	respectively	ADV
geoplanning-72246	129	20	.	.	PUNCT
geoplanning-72246	130	1	the	the	DET
geoplanning-72246	130	2	mape	mape	NOUN
geoplanning-72246	130	3	,	,	PUNCT
geoplanning-72246	130	4	rmse	rmse	NOUN
geoplanning-72246	130	5	,	,	PUNCT
geoplanning-72246	130	6	and	and	CCONJ
geoplanning-72246	130	7	mae	mae	PROPN
geoplanning-72246	130	8	metrics	metric	NOUN
geoplanning-72246	130	9	approach	approach	NOUN
geoplanning-72246	130	10	zero	zero	NUM
geoplanning-72246	130	11	for	for	ADP
geoplanning-72246	130	12	an	an	DET
geoplanning-72246	130	13	ideal	ideal	ADJ
geoplanning-72246	130	14	model	model	NOUN
geoplanning-72246	130	15	(	(	PUNCT
geoplanning-72246	130	16	kim	kim	PROPN
geoplanning-72246	130	17	&	&	CCONJ
geoplanning-72246	130	18	kim	kim	PROPN
geoplanning-72246	130	19	,	,	PUNCT
geoplanning-72246	130	20	2016	2016	NUM
geoplanning-72246	130	21	;	;	PUNCT
geoplanning-72246	130	22	niedbała	niedbała	NOUN
geoplanning-72246	130	23	,	,	PUNCT
geoplanning-72246	130	24	2019	2019	NUM
geoplanning-72246	130	25	)	)	PUNCT
geoplanning-72246	130	26	,	,	PUNCT
geoplanning-72246	130	27	while	while	SCONJ
geoplanning-72246	130	28	r	r	NOUN
geoplanning-72246	130	29	-	-	PUNCT
geoplanning-72246	130	30	squared	square	VERB
geoplanning-72246	130	31	(	(	PUNCT
geoplanning-72246	130	32	r²	r²	NOUN
geoplanning-72246	130	33	)	)	PUNCT
geoplanning-72246	130	34	can	can	AUX
geoplanning-72246	130	35	reach	reach	VERB
geoplanning-72246	130	36	a	a	DET
geoplanning-72246	130	37	maximum	maximum	ADJ
geoplanning-72246	130	38	value	value	NOUN
geoplanning-72246	130	39	of	of	ADP
geoplanning-72246	130	40	1	1	NUM
geoplanning-72246	130	41	,	,	PUNCT
geoplanning-72246	130	42	indicating	indicate	VERB
geoplanning-72246	130	43	a	a	DET
geoplanning-72246	130	44	highly	highly	ADV
geoplanning-72246	130	45	accurate	accurate	ADJ
geoplanning-72246	130	46	prediction	prediction	NOUN
geoplanning-72246	130	47	(	(	PUNCT
geoplanning-72246	130	48	brown	brown	ADJ
geoplanning-72246	130	49	,	,	PUNCT
geoplanning-72246	130	50	2018	2018	NUM
geoplanning-72246	130	51	;	;	PUNCT
geoplanning-72246	130	52	gao	gao	PROPN
geoplanning-72246	130	53	,	,	PUNCT
geoplanning-72246	130	54	2024	2024	NUM
geoplanning-72246	130	55	;	;	PUNCT
geoplanning-72246	130	56	karch	karch	NOUN
geoplanning-72246	130	57	,	,	PUNCT
geoplanning-72246	130	58	2020	2020	NUM
geoplanning-72246	130	59	;	;	PUNCT
geoplanning-72246	130	60	salih	salih	PROPN
geoplanning-72246	130	61	&	&	CCONJ
geoplanning-72246	130	62	abdulazeez	abdulazeez	PROPN
geoplanning-72246	130	63	,	,	PUNCT
geoplanning-72246	130	64	2021	2021	NUM
geoplanning-72246	130	65	)	)	PUNCT
geoplanning-72246	130	66	.	.	PUNCT
geoplanning-72246	131	1	figure	figure	NOUN
geoplanning-72246	131	2	6	6	NUM
geoplanning-72246	131	3	demonstrates	demonstrate	VERB
geoplanning-72246	131	4	the	the	DET
geoplanning-72246	131	5	workflow	workflow	NOUN
geoplanning-72246	131	6	of	of	ADP
geoplanning-72246	131	7	the	the	DET
geoplanning-72246	131	8	modeling	modeling	NOUN
geoplanning-72246	131	9	experiment	experiment	NOUN
geoplanning-72246	131	10	such	such	ADJ
geoplanning-72246	131	11	as	as	ADP
geoplanning-72246	131	12	data	data	NOUN
geoplanning-72246	131	13	preprocessing	preprocessing	NOUN
geoplanning-72246	131	14	:	:	PUNCT
geoplanning-72246	131	15	the	the	DET
geoplanning-72246	131	16	collected	collect	VERB
geoplanning-72246	131	17	dataset	dataset	VERB
geoplanning-72246	131	18	undergoes	undergoe	NOUN
geoplanning-72246	131	19	statistical	statistical	ADJ
geoplanning-72246	131	20	processing	processing	NOUN
geoplanning-72246	131	21	and	and	CCONJ
geoplanning-72246	131	22	is	be	AUX
geoplanning-72246	131	23	divided	divide	VERB
geoplanning-72246	131	24	into	into	ADP
geoplanning-72246	131	25	training	training	NOUN
geoplanning-72246	131	26	and	and	CCONJ
geoplanning-72246	131	27	testing	testing	NOUN
geoplanning-72246	131	28	sets	set	NOUN
geoplanning-72246	131	29	.	.	PUNCT
geoplanning-72246	132	1	model	model	NOUN
geoplanning-72246	132	2	deployment	deployment	PROPN
geoplanning-72246	132	3	:	:	PUNCT
geoplanning-72246	132	4	five	five	NUM
geoplanning-72246	132	5	models	model	NOUN
geoplanning-72246	132	6	are	be	AUX
geoplanning-72246	132	7	trained	train	VERB
geoplanning-72246	132	8	and	and	CCONJ
geoplanning-72246	132	9	evaluated	evaluate	VERB
geoplanning-72246	132	10	to	to	PART
geoplanning-72246	132	11	determine	determine	VERB
geoplanning-72246	132	12	the	the	DET
geoplanning-72246	132	13	most	most	ADV
geoplanning-72246	132	14	optimal	optimal	ADJ
geoplanning-72246	132	15	indicators	indicator	NOUN
geoplanning-72246	132	16	.	.	PUNCT
geoplanning-72246	133	1	performance	performance	NOUN
geoplanning-72246	133	2	evaluation	evaluation	NOUN
geoplanning-72246	133	3	:	:	PUNCT
geoplanning-72246	133	4	key	key	ADJ
geoplanning-72246	133	5	metrics	metric	NOUN
geoplanning-72246	133	6	such	such	ADJ
geoplanning-72246	133	7	as	as	ADP
geoplanning-72246	133	8	rmse	rmse	NOUN
geoplanning-72246	133	9	,	,	PUNCT
geoplanning-72246	133	10	mae	mae	PROPN
geoplanning-72246	133	11	,	,	PUNCT
geoplanning-72246	133	12	and	and	CCONJ
geoplanning-72246	133	13	r²	r²	NOUN
geoplanning-72246	133	14	are	be	AUX
geoplanning-72246	133	15	analyzed	analyze	VERB
geoplanning-72246	133	16	to	to	PART
geoplanning-72246	133	17	identify	identify	VERB
geoplanning-72246	133	18	the	the	DET
geoplanning-72246	133	19	most	most	ADV
geoplanning-72246	133	20	effective	effective	ADJ
geoplanning-72246	133	21	forecasting	forecasting	NOUN
geoplanning-72246	133	22	model	model	NOUN
geoplanning-72246	133	23	.	.	PUNCT
geoplanning-72246	134	1	figure	figure	VERB
geoplanning-72246	134	2	6	6	NUM
geoplanning-72246	134	3	.	.	PUNCT
geoplanning-72246	135	1	workflow	workflow	NOUN
geoplanning-72246	135	2	of	of	ADP
geoplanning-72246	135	3	the	the	DET
geoplanning-72246	135	4	study	study	NOUN
geoplanning-72246	135	5	3	3	NUM
geoplanning-72246	135	6	.	.	NOUN
geoplanning-72246	135	7	result	result	NOUN
geoplanning-72246	135	8	and	and	CCONJ
geoplanning-72246	135	9	discussion	discussion	NOUN
geoplanning-72246	135	10	vietnam	vietnam	PROPN
geoplanning-72246	135	11	’s	’s	PART
geoplanning-72246	135	12	coastline	coastline	NOUN
geoplanning-72246	135	13	,	,	PUNCT
geoplanning-72246	135	14	located	locate	VERB
geoplanning-72246	135	15	along	along	ADP
geoplanning-72246	135	16	the	the	DET
geoplanning-72246	135	17	eastern	eastern	ADJ
geoplanning-72246	135	18	edge	edge	NOUN
geoplanning-72246	135	19	of	of	ADP
geoplanning-72246	135	20	the	the	DET
geoplanning-72246	135	21	indochina	indochina	PROPN
geoplanning-72246	135	22	peninsula	peninsula	PROPN
geoplanning-72246	135	23	,	,	PUNCT
geoplanning-72246	135	24	plays	play	VERB
geoplanning-72246	135	25	a	a	DET
geoplanning-72246	135	26	vital	vital	ADJ
geoplanning-72246	135	27	role	role	NOUN
geoplanning-72246	135	28	in	in	ADP
geoplanning-72246	135	29	the	the	DET
geoplanning-72246	135	30	country	country	NOUN
geoplanning-72246	135	31	’s	’s	PART
geoplanning-72246	135	32	history	history	NOUN
geoplanning-72246	135	33	,	,	PUNCT
geoplanning-72246	135	34	culture	culture	NOUN
geoplanning-72246	135	35	,	,	PUNCT
geoplanning-72246	135	36	economy	economy	NOUN
geoplanning-72246	135	37	,	,	PUNCT
geoplanning-72246	135	38	and	and	CCONJ
geoplanning-72246	135	39	environment	environment	NOUN
geoplanning-72246	135	40	.	.	PUNCT
geoplanning-72246	136	1	stretching	stretch	VERB
geoplanning-72246	136	2	approximately	approximately	ADV
geoplanning-72246	136	3	3,260	3,260	NUM
geoplanning-72246	136	4	km	km	NOUN
geoplanning-72246	136	5	from	from	ADP
geoplanning-72246	136	6	mong	mong	PROPN
geoplanning-72246	136	7	cai	cai	PROPN
geoplanning-72246	136	8	in	in	ADP
geoplanning-72246	136	9	the	the	DET
geoplanning-72246	136	10	north	north	NOUN
geoplanning-72246	136	11	to	to	ADP
geoplanning-72246	136	12	ha	ha	INTJ
geoplanning-72246	136	13	tien	tien	PROPN
geoplanning-72246	136	14	in	in	ADP
geoplanning-72246	136	15	the	the	DET
geoplanning-72246	136	16	south	south	NOUN
geoplanning-72246	136	17	,	,	PUNCT
geoplanning-72246	136	18	it	it	PRON
geoplanning-72246	136	19	is	be	AUX
geoplanning-72246	136	20	associated	associate	VERB
geoplanning-72246	136	21	with	with	ADP
geoplanning-72246	136	22	three	three	NUM
geoplanning-72246	136	23	major	major	ADJ
geoplanning-72246	136	24	water	water	NOUN
geoplanning-72246	136	25	bodies	body	NOUN
geoplanning-72246	136	26	:	:	PUNCT
geoplanning-72246	136	27	the	the	DET
geoplanning-72246	136	28	gulf	gulf	PROPN
geoplanning-72246	136	29	of	of	ADP
geoplanning-72246	136	30	tonkin	tonkin	PROPN
geoplanning-72246	136	31	to	to	ADP
geoplanning-72246	136	32	the	the	DET
geoplanning-72246	136	33	north	north	NOUN
geoplanning-72246	136	34	,	,	PUNCT
geoplanning-72246	136	35	the	the	DET
geoplanning-72246	136	36	south	south	ADJ
geoplanning-72246	136	37	–	–	PUNCT
geoplanning-72246	136	38	central	central	ADJ
geoplanning-72246	136	39	section	section	NOUN
geoplanning-72246	136	40	of	of	ADP
geoplanning-72246	136	41	the	the	DET
geoplanning-72246	136	42	east	east	PROPN
geoplanning-72246	136	43	sea	sea	PROPN
geoplanning-72246	136	44	,	,	PUNCT
geoplanning-72246	136	45	and	and	CCONJ
geoplanning-72246	136	46	the	the	DET
geoplanning-72246	136	47	gulf	gulf	PROPN
geoplanning-72246	136	48	of	of	ADP
geoplanning-72246	136	49	thailand	thailand	PROPN
geoplanning-72246	136	50	to	to	ADP
geoplanning-72246	136	51	the	the	DET
geoplanning-72246	136	52	southwest	southwest	NOUN
geoplanning-72246	136	53	.	.	PUNCT
geoplanning-72246	137	1	this	this	DET
geoplanning-72246	137	2	extensive	extensive	ADJ
geoplanning-72246	137	3	coastline	coastline	NOUN
geoplanning-72246	137	4	supports	support	VERB
geoplanning-72246	137	5	a	a	DET
geoplanning-72246	137	6	wide	wide	ADJ
geoplanning-72246	137	7	range	range	NOUN
geoplanning-72246	137	8	of	of	ADP
geoplanning-72246	137	9	activities	activity	NOUN
geoplanning-72246	137	10	,	,	PUNCT
geoplanning-72246	137	11	including	include	VERB
geoplanning-72246	137	12	aquaculture	aquaculture	NOUN
geoplanning-72246	137	13	,	,	PUNCT
geoplanning-72246	137	14	fisheries	fishery	NOUN
geoplanning-72246	137	15	,	,	PUNCT
geoplanning-72246	137	16	seaport	seaport	NOUN
geoplanning-72246	137	17	operations	operation	NOUN
geoplanning-72246	137	18	,	,	PUNCT
geoplanning-72246	137	19	maritime	maritime	ADJ
geoplanning-72246	137	20	trade	trade	NOUN
geoplanning-72246	137	21	,	,	PUNCT
geoplanning-72246	137	22	and	and	CCONJ
geoplanning-72246	137	23	renewable	renewable	ADJ
geoplanning-72246	137	24	energy	energy	NOUN
geoplanning-72246	137	25	development	development	NOUN
geoplanning-72246	137	26	.	.	PUNCT
geoplanning-72246	138	1	yes	yes	INTJ
geoplanning-72246	138	2	no	no	DET
geoplanning-72246	138	3	end	end	NOUN
geoplanning-72246	138	4	start	start	NOUN
geoplanning-72246	138	5	rnn	rnn	VERB
geoplanning-72246	138	6	lstm	lstm	ADJ
geoplanning-72246	138	7	eda	eda	PROPN
geoplanning-72246	138	8	analysis	analysis	NOUN
geoplanning-72246	138	9	for	for	ADP
geoplanning-72246	138	10	input	input	NOUN
geoplanning-72246	138	11	data	datum	NOUN
geoplanning-72246	138	12	the	the	DET
geoplanning-72246	138	13	data	data	NOUN
geoplanning-72246	138	14	acquisition	acquisition	NOUN
geoplanning-72246	138	15	and	and	CCONJ
geoplanning-72246	138	16	preprocess	preprocess	NOUN
geoplanning-72246	138	17	concepting	concepte	VERB
geoplanning-72246	138	18	incremental	incremental	ADJ
geoplanning-72246	138	19	training	training	NOUN
geoplanning-72246	138	20	method	method	NOUN
geoplanning-72246	138	21	for	for	ADP
geoplanning-72246	138	22	models	model	NOUN
geoplanning-72246	138	23	setting	set	VERB
geoplanning-72246	138	24	indicators	indicator	NOUN
geoplanning-72246	138	25	for	for	ADP
geoplanning-72246	138	26	models	model	NOUN
geoplanning-72246	138	27	follow	follow	VERB
geoplanning-72246	138	28	literature	literature	NOUN
geoplanning-72246	138	29	and	and	CCONJ
geoplanning-72246	138	30	error	error	NOUN
geoplanning-72246	138	31	simulating	simulate	VERB
geoplanning-72246	138	32	compressive	compressive	ADJ
geoplanning-72246	138	33	strength	strength	NOUN
geoplanning-72246	138	34	prediction	prediction	NOUN
geoplanning-72246	138	35	for	for	ADP
geoplanning-72246	138	36	concrete	concrete	ADJ
geoplanning-72246	138	37	describing	describe	VERB
geoplanning-72246	138	38	statistical	statistical	ADJ
geoplanning-72246	138	39	analysis	analysis	NOUN
geoplanning-72246	138	40	of	of	ADP
geoplanning-72246	138	41	the	the	DET
geoplanning-72246	138	42	generated	generate	VERB
geoplanning-72246	138	43	estimations	estimation	NOUN
geoplanning-72246	138	44	appropriate	appropriate	ADJ
geoplanning-72246	138	45	results	result	NOUN
geoplanning-72246	138	46	?	?	PUNCT
geoplanning-72246	139	1	calibration	calibration	NOUN
geoplanning-72246	139	2	of	of	ADP
geoplanning-72246	139	3	indicators/	indicators/	NUM
geoplanning-72246	139	4	architecture/	architecture/	NUM
geoplanning-72246	139	5	approach	approach	NOUN
geoplanning-72246	139	6	and/or	and/or	CCONJ
geoplanning-72246	139	7	training	train	VERB
geoplanning-72246	139	8	data	datum	NOUN
geoplanning-72246	139	9	size	size	NOUN
geoplanning-72246	139	10	hybrid	hybrid	NOUN
geoplanning-72246	139	11	rnn_lstm	rnn_lstm	NOUN
geoplanning-72246	139	12	bilstm	bilstm	NOUN
geoplanning-72246	139	13	bỉrnn	bỉrnn	NOUN
geoplanning-72246	139	14	figure	figure	VERB
geoplanning-72246	139	15	6	6	NUM
geoplanning-72246	139	16	.	.	PUNCT
geoplanning-72246	140	1	steps	step	NOUN
geoplanning-72246	140	2	for	for	ADP
geoplanning-72246	140	3	study	study	NOUN
geoplanning-72246	140	4	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	NUM
geoplanning-72246	140	5	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PUNCT
geoplanning-72246	140	6	tran	tran	NOUN
geoplanning-72246	140	7	and	and	CCONJ
geoplanning-72246	140	8	nguyen	nguyen	NOUN
geoplanning-72246	140	9	/	/	SYM
geoplanning-72246	140	10	geoplanning	geoplanning	NOUN
geoplanning-72246	140	11	:	:	PUNCT
geoplanning-72246	140	12	journal	journal	NOUN
geoplanning-72246	140	13	of	of	ADP
geoplanning-72246	140	14	geomatics	geomatics	PROPN
geoplanning-72246	140	15	and	and	CCONJ
geoplanning-72246	140	16	planning	planning	NOUN
geoplanning-72246	140	17	,	,	PUNCT
geoplanning-72246	140	18	vol	vol	NOUN
geoplanning-72246	140	19	12	12	NUM
geoplanning-72246	140	20	,	,	PUNCT
geoplanning-72246	140	21	no	no	DET
geoplanning-72246	140	22	2	2	NUM
geoplanning-72246	140	23	,	,	PUNCT
geoplanning-72246	140	24	2025	2025	NUM
geoplanning-72246	140	25	,	,	PUNCT
geoplanning-72246	140	26	139	139	NUM
geoplanning-72246	140	27	-	-	SYM
geoplanning-72246	140	28	158	158	NUM
geoplanning-72246	140	29	doi	doi	NOUN
geoplanning-72246	140	30	:	:	PUNCT
geoplanning-72246	140	31	10.14710	10.14710	NUM
geoplanning-72246	140	32	/	/	SYM
geoplanning-72246	140	33	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	140	34	-	-	PUNCT
geoplanning-72246	140	35	158	158	NUM
geoplanning-72246	140	36	146	146	NUM
geoplanning-72246	140	37	however	however	ADV
geoplanning-72246	140	38	,	,	PUNCT
geoplanning-72246	140	39	coastal	coastal	ADJ
geoplanning-72246	140	40	erosion	erosion	NOUN
geoplanning-72246	140	41	has	have	AUX
geoplanning-72246	140	42	emerged	emerge	VERB
geoplanning-72246	140	43	as	as	ADP
geoplanning-72246	140	44	a	a	DET
geoplanning-72246	140	45	severe	severe	ADJ
geoplanning-72246	140	46	challenge	challenge	NOUN
geoplanning-72246	140	47	because	because	SCONJ
geoplanning-72246	140	48	of	of	ADP
geoplanning-72246	140	49	overexploited	overexploit	VERB
geoplanning-72246	140	50	,	,	PUNCT
geoplanning-72246	140	51	the	the	DET
geoplanning-72246	140	52	action	action	NOUN
geoplanning-72246	140	53	of	of	ADP
geoplanning-72246	140	54	natural	natural	ADJ
geoplanning-72246	140	55	disasters	disaster	NOUN
geoplanning-72246	140	56	and	and	CCONJ
geoplanning-72246	140	57	climate	climate	NOUN
geoplanning-72246	140	58	refresh	refresh	NOUN
geoplanning-72246	140	59	.	.	PUNCT
geoplanning-72246	141	1	most	most	ADJ
geoplanning-72246	141	2	are	be	AUX
geoplanning-72246	141	3	in	in	ADP
geoplanning-72246	141	4	the	the	DET
geoplanning-72246	141	5	southwest	southwest	ADJ
geoplanning-72246	141	6	and	and	CCONJ
geoplanning-72246	141	7	central	central	ADJ
geoplanning-72246	141	8	coastal	coastal	ADJ
geoplanning-72246	141	9	provinces	province	NOUN
geoplanning-72246	141	10	where	where	SCONJ
geoplanning-72246	141	11	river	river	NOUN
geoplanning-72246	141	12	mouths	mouth	NOUN
geoplanning-72246	141	13	as	as	ADV
geoplanning-72246	141	14	well	well	ADV
geoplanning-72246	141	15	as	as	ADP
geoplanning-72246	141	16	lowly	lowly	ADJ
geoplanning-72246	141	17	forest	forest	NOUN
geoplanning-72246	141	18	cover	cover	NOUN
geoplanning-72246	141	19	protected	protect	VERB
geoplanning-72246	141	20	areas	area	NOUN
geoplanning-72246	141	21	.	.	PUNCT
geoplanning-72246	142	1	minimal	minimal	ADJ
geoplanning-72246	142	2	sediment	sediment	NOUN
geoplanning-72246	142	3	supply	supply	NOUN
geoplanning-72246	142	4	leads	lead	VERB
geoplanning-72246	142	5	to	to	ADP
geoplanning-72246	142	6	straight	straight	ADJ
geoplanning-72246	142	7	beaches	beach	NOUN
geoplanning-72246	142	8	or	or	CCONJ
geoplanning-72246	142	9	the	the	DET
geoplanning-72246	142	10	nearly	nearly	ADV
geoplanning-72246	142	11	angulated	angulate	VERB
geoplanning-72246	142	12	beaches	beach	NOUN
geoplanning-72246	142	13	found	find	VERB
geoplanning-72246	142	14	along	along	ADP
geoplanning-72246	142	15	the	the	DET
geoplanning-72246	142	16	interior	interior	ADJ
geoplanning-72246	142	17	coast	coast	NOUN
geoplanning-72246	142	18	and	and	CCONJ
geoplanning-72246	142	19	island	island	NOUN
geoplanning-72246	142	20	coasts	coast	NOUN
geoplanning-72246	142	21	.	.	PUNCT
geoplanning-72246	143	1	they	they	PRON
geoplanning-72246	143	2	are	be	AUX
geoplanning-72246	143	3	typically	typically	ADV
geoplanning-72246	143	4	also	also	ADV
geoplanning-72246	143	5	haphazardly	haphazardly	ADV
geoplanning-72246	143	6	populated	populate	VERB
geoplanning-72246	143	7	which	which	PRON
geoplanning-72246	143	8	packages	package	VERB
geoplanning-72246	143	9	economic	economic	ADJ
geoplanning-72246	143	10	erosion	erosion	NOUN
geoplanning-72246	143	11	effect	effect	NOUN
geoplanning-72246	143	12	.	.	PUNCT
geoplanning-72246	144	1	figure	figure	VERB
geoplanning-72246	144	2	7	7	NUM
geoplanning-72246	144	3	-	-	SYM
geoplanning-72246	144	4	16	16	NUM
geoplanning-72246	144	5	represents	represent	VERB
geoplanning-72246	144	6	the	the	DET
geoplanning-72246	144	7	spatial	spatial	ADJ
geoplanning-72246	144	8	-	-	PUNCT
geoplanning-72246	144	9	temporal	temporal	ADJ
geoplanning-72246	144	10	variability	variability	NOUN
geoplanning-72246	144	11	in	in	ADP
geoplanning-72246	144	12	shoreline	shoreline	NOUN
geoplanning-72246	144	13	erosion	erosion	NOUN
geoplanning-72246	144	14	in	in	ADP
geoplanning-72246	144	15	significant	significant	ADJ
geoplanning-72246	144	16	coastal	coastal	ADJ
geoplanning-72246	144	17	eroding	erode	VERB
geoplanning-72246	144	18	areas	area	NOUN
geoplanning-72246	144	19	of	of	ADP
geoplanning-72246	144	20	central	central	ADJ
geoplanning-72246	144	21	coastal	coastal	ADJ
geoplanning-72246	144	22	range	range	NOUN
geoplanning-72246	144	23	and	and	CCONJ
geoplanning-72246	144	24	southwest	southwest	ADJ
geoplanning-72246	144	25	coastal	coastal	ADJ
geoplanning-72246	144	26	region	region	NOUN
geoplanning-72246	144	27	during	during	ADP
geoplanning-72246	144	28	a	a	DET
geoplanning-72246	144	29	fiveyear	fiveyear	NOUN
geoplanning-72246	144	30	study	study	NOUN
geoplanning-72246	144	31	period	period	NOUN
geoplanning-72246	144	32	based	base	VERB
geoplanning-72246	144	33	on	on	ADP
geoplanning-72246	144	34	remote	remote	ADJ
geoplanning-72246	144	35	sensing	sense	VERB
geoplanning-72246	144	36	data	datum	NOUN
geoplanning-72246	144	37	of	of	ADP
geoplanning-72246	144	38	each	each	DET
geoplanning-72246	144	39	other	other	ADJ
geoplanning-72246	144	40	.	.	PUNCT
geoplanning-72246	145	1	in	in	ADP
geoplanning-72246	145	2	which	which	PRON
geoplanning-72246	145	3	,	,	PUNCT
geoplanning-72246	145	4	panel	panel	NOUN
geoplanning-72246	145	5	(	(	PUNCT
geoplanning-72246	145	6	a	a	X
geoplanning-72246	145	7	):	):	PUNCT
geoplanning-72246	145	8	satellite	satellite	NOUN
geoplanning-72246	145	9	imaged	imaged	NOUN
geoplanning-72246	145	10	shows	show	VERB
geoplanning-72246	145	11	the	the	DET
geoplanning-72246	145	12	specific	specific	ADJ
geoplanning-72246	145	13	places	place	NOUN
geoplanning-72246	145	14	onshore	onshore	NOUN
geoplanning-72246	145	15	that	that	PRON
geoplanning-72246	145	16	were	be	AUX
geoplanning-72246	145	17	target	target	NOUN
geoplanning-72246	145	18	for	for	ADP
geoplanning-72246	145	19	coastal	coastal	ADJ
geoplanning-72246	145	20	erosion	erosion	NOUN
geoplanning-72246	145	21	.	.	PUNCT
geoplanning-72246	146	1	panel	panel	NOUN
geoplanning-72246	146	2	(	(	PUNCT
geoplanning-72246	146	3	b	b	NOUN
geoplanning-72246	146	4	):	):	PUNCT
geoplanning-72246	146	5	a	a	DET
geoplanning-72246	146	6	digital	digital	ADJ
geoplanning-72246	146	7	elevation	elevation	NOUN
geoplanning-72246	146	8	model	model	NOUN
geoplanning-72246	146	9	(	(	PUNCT
geoplanning-72246	146	10	dem	dem	PROPN
geoplanning-72246	146	11	)	)	PUNCT
geoplanning-72246	146	12	that	that	PRON
geoplanning-72246	146	13	shows	show	VERB
geoplanning-72246	146	14	topographical	topographical	ADJ
geoplanning-72246	146	15	spatial	spatial	ADJ
geoplanning-72246	146	16	changes	change	NOUN
geoplanning-72246	146	17	occurring	occur	VERB
geoplanning-72246	146	18	along	along	ADP
geoplanning-72246	146	19	the	the	DET
geoplanning-72246	146	20	shorelines	shoreline	NOUN
geoplanning-72246	146	21	panel	panel	NOUN
geoplanning-72246	146	22	(	(	PUNCT
geoplanning-72246	146	23	c)–(f	c)–(f	NUM
geoplanning-72246	146	24	)	)	PUNCT
geoplanning-72246	146	25	are	be	AUX
geoplanning-72246	146	26	one	one	NUM
geoplanning-72246	146	27	bands	band	NOUN
geoplanning-72246	146	28	false	false	ADJ
geoplanning-72246	146	29	-	-	PUNCT
geoplanning-72246	146	30	color	color	NOUN
geoplanning-72246	146	31	composite	composite	ADJ
geoplanning-72246	146	32	satellite	satellite	NOUN
geoplanning-72246	146	33	images	image	NOUN
geoplanning-72246	146	34	in	in	ADP
geoplanning-72246	146	35	different	different	ADJ
geoplanning-72246	146	36	years	year	NOUN
geoplanning-72246	146	37	,	,	PUNCT
geoplanning-72246	146	38	where	where	SCONJ
geoplanning-72246	146	39	green	green	PROPN
geoplanning-72246	146	40	stands	stand	VERB
geoplanning-72246	146	41	for	for	ADP
geoplanning-72246	146	42	vegetation	vegetation	NOUN
geoplanning-72246	146	43	,	,	PUNCT
geoplanning-72246	146	44	yellow	yellow	NOUN
geoplanning-72246	146	45	shows	show	VERB
geoplanning-72246	146	46	the	the	DET
geoplanning-72246	146	47	land	land	NOUN
geoplanning-72246	146	48	of	of	ADP
geoplanning-72246	146	49	transition	transition	NOUN
geoplanning-72246	146	50	land	land	NOUN
geoplanning-72246	146	51	,	,	PUNCT
geoplanning-72246	146	52	and	and	CCONJ
geoplanning-72246	146	53	red	red	ADJ
geoplanning-72246	146	54	reveals	reveal	NOUN
geoplanning-72246	146	55	eroded	erode	VERB
geoplanning-72246	146	56	or	or	CCONJ
geoplanning-72246	146	57	water	water	NOUN
geoplanning-72246	146	58	places	place	NOUN
geoplanning-72246	146	59	.	.	PUNCT
geoplanning-72246	147	1	figure	figure	VERB
geoplanning-72246	147	2	7	7	NUM
geoplanning-72246	147	3	.	.	PUNCT
geoplanning-72246	147	4	lienhuong	lienhuong	PROPN
geoplanning-72246	147	5	's	's	PART
geoplanning-72246	147	6	shoreline	shoreline	NOUN
geoplanning-72246	147	7	erosion	erosion	NOUN
geoplanning-72246	147	8	during	during	ADP
geoplanning-72246	147	9	2016	2016	NUM
geoplanning-72246	147	10	–	–	PUNCT
geoplanning-72246	147	11	2021	2021	NUM
geoplanning-72246	147	12	figure	figure	NOUN
geoplanning-72246	147	13	8	8	NUM
geoplanning-72246	147	14	.	.	PUNCT
geoplanning-72246	148	1	ro	ro	PROPN
geoplanning-72246	148	2	hamlet	hamlet	PROPN
geoplanning-72246	148	3	’s	’s	PART
geoplanning-72246	148	4	shoreline	shoreline	NOUN
geoplanning-72246	148	5	erosion	erosion	NOUN
geoplanning-72246	148	6	during	during	ADP
geoplanning-72246	148	7	2016	2016	NUM
geoplanning-72246	148	8	2021	2021	NUM
geoplanning-72246	148	9	binh	binh	PROPN
geoplanning-72246	148	10	thuan	thuan	PROPN
geoplanning-72246	148	11	province	province	PROPN
geoplanning-72246	148	12	:	:	PUNCT
geoplanning-72246	148	13	in	in	ADP
geoplanning-72246	148	14	lien	lien	PROPN
geoplanning-72246	148	15	huong	huong	PROPN
geoplanning-72246	148	16	town	town	NOUN
geoplanning-72246	148	17	,	,	PUNCT
geoplanning-72246	148	18	approximately	approximately	ADV
geoplanning-72246	148	19	1,200	1,200	NUM
geoplanning-72246	148	20	meters	meter	NOUN
geoplanning-72246	148	21	of	of	ADP
geoplanning-72246	148	22	coastline	coastline	NOUN
geoplanning-72246	148	23	have	have	AUX
geoplanning-72246	148	24	been	be	AUX
geoplanning-72246	148	25	eroded	erode	VERB
geoplanning-72246	148	26	,	,	PUNCT
geoplanning-72246	148	27	with	with	ADP
geoplanning-72246	148	28	land	land	NOUN
geoplanning-72246	148	29	loss	loss	NOUN
geoplanning-72246	148	30	extending	extend	VERB
geoplanning-72246	148	31	50–100	50–100	PROPN
geoplanning-72246	148	32	meters	meter	NOUN
geoplanning-72246	148	33	inland	inland	ADV
geoplanning-72246	148	34	.	.	PUNCT
geoplanning-72246	149	1	in	in	ADP
geoplanning-72246	149	2	addition	addition	NOUN
geoplanning-72246	149	3	,	,	PUNCT
geoplanning-72246	149	4	figure	figure	NOUN
geoplanning-72246	149	5	7	7	NUM
geoplanning-72246	149	6	illustrates	illustrate	VERB
geoplanning-72246	149	7	the	the	DET
geoplanning-72246	149	8	progressive	progressive	ADJ
geoplanning-72246	149	9	shoreline	shoreline	NOUN
geoplanning-72246	149	10	erosion	erosion	NOUN
geoplanning-72246	149	11	in	in	ADP
geoplanning-72246	149	12	the	the	DET
geoplanning-72246	149	13	town	town	NOUN
geoplanning-72246	149	14	,	,	PUNCT
geoplanning-72246	149	15	over	over	ADP
geoplanning-72246	149	16	a	a	DET
geoplanning-72246	149	17	five	five	NUM
geoplanning-72246	149	18	-	-	PUNCT
geoplanning-72246	149	19	year	year	NOUN
geoplanning-72246	149	20	period	period	NOUN
geoplanning-72246	149	21	using	use	VERB
geoplanning-72246	149	22	remote	remote	ADJ
geoplanning-72246	149	23	sensing	sensing	NOUN
geoplanning-72246	149	24	and	and	CCONJ
geoplanning-72246	149	25	gis	gis	NOUN
geoplanning-72246	149	26	techniques	technique	NOUN
geoplanning-72246	149	27	,	,	PUNCT
geoplanning-72246	149	28	and	and	CCONJ
geoplanning-72246	149	29	it	it	PRON
geoplanning-72246	149	30	reveals	reveal	VERB
geoplanning-72246	149	31	a	a	DET
geoplanning-72246	149	32	gradual	gradual	ADJ
geoplanning-72246	149	33	land	land	NOUN
geoplanning-72246	149	34	retreat	retreat	NOUN
geoplanning-72246	149	35	,	,	PUNCT
geoplanning-72246	149	36	with	with	ADP
geoplanning-72246	149	37	significant	significant	ADJ
geoplanning-72246	149	38	erosion	erosion	NOUN
geoplanning-72246	149	39	observed	observe	VERB
geoplanning-72246	149	40	along	along	ADP
geoplanning-72246	149	41	the	the	DET
geoplanning-72246	149	42	shoreline	shoreline	NOUN
geoplanning-72246	149	43	and	and	CCONJ
geoplanning-72246	149	44	river	river	NOUN
geoplanning-72246	149	45	mouth	mouth	NOUN
geoplanning-72246	149	46	.	.	PUNCT
geoplanning-72246	150	1	coastal	coastal	ADJ
geoplanning-72246	150	2	vegetation	vegetation	NOUN
geoplanning-72246	150	3	degradation	degradation	NOUN
geoplanning-72246	150	4	could	could	AUX
geoplanning-72246	150	5	be	be	AUX
geoplanning-72246	150	6	observed	observe	VERB
geoplanning-72246	150	7	indicating	indicate	VERB
geoplanning-72246	150	8	enhanced	enhance	VERB
geoplanning-72246	150	9	susceptibility	susceptibility	NOUN
geoplanning-72246	150	10	of	of	ADP
geoplanning-72246	150	11	wave	wave	NOUN
geoplanning-72246	150	12	action	action	NOUN
geoplanning-72246	150	13	and	and	CCONJ
geoplanning-72246	150	14	sediment	sediment	NOUN
geoplanning-72246	150	15	loss	loss	NOUN
geoplanning-72246	150	16	.	.	PUNCT
geoplanning-72246	151	1	this	this	DET
geoplanning-72246	151	2	erosion	erosion	NOUN
geoplanning-72246	151	3	is	be	AUX
geoplanning-72246	151	4	most	most	ADV
geoplanning-72246	151	5	likely	likely	ADJ
geoplanning-72246	151	6	due	due	ADJ
geoplanning-72246	151	7	to	to	ADP
geoplanning-72246	151	8	natural	natural	ADJ
geoplanning-72246	151	9	coastal	coastal	ADJ
geoplanning-72246	151	10	processes	process	NOUN
geoplanning-72246	151	11	,	,	PUNCT
geoplanning-72246	151	12	upwelling	upwelle	VERB
geoplanning-72246	151	13	of	of	ADP
geoplanning-72246	151	14	sea	sea	NOUN
geoplanning-72246	151	15	level	level	NOUN
geoplanning-72246	151	16	rise	rise	NOUN
geoplanning-72246	151	17	because	because	SCONJ
geoplanning-72246	151	18	of	of	ADP
geoplanning-72246	151	19	climate	climate	NOUN
geoplanning-72246	151	20	change	change	NOUN
geoplanning-72246	151	21	and	and	CCONJ
geoplanning-72246	151	22	human	human	ADJ
geoplanning-72246	151	23	induced	induced	ADJ
geoplanning-72246	151	24	activities	activity	NOUN
geoplanning-72246	151	25	(	(	PUNCT
geoplanning-72246	151	26	aquaculture	aquaculture	NOUN
geoplanning-72246	151	27	,	,	PUNCT
geoplanning-72246	151	28	sand	sand	NOUN
geoplanning-72246	151	29	mining	mining	NOUN
geoplanning-72246	151	30	)	)	PUNCT
geoplanning-72246	151	31	.	.	PUNCT
geoplanning-72246	152	1	phu	phu	PROPN
geoplanning-72246	152	2	yen	yen	PROPN
geoplanning-72246	152	3	province	province	PROPN
geoplanning-72246	152	4	:	:	PUNCT
geoplanning-72246	152	5	erosion	erosion	NOUN
geoplanning-72246	152	6	rate	rate	NOUN
geoplanning-72246	152	7	is	be	AUX
geoplanning-72246	152	8	10	10	NUM
geoplanning-72246	152	9	to	to	ADP
geoplanning-72246	152	10	below	below	ADP
geoplanning-72246	152	11	20	20	NUM
geoplanning-72246	152	12	meters	meter	NOUN
geoplanning-72246	152	13	/	/	SYM
geoplanning-72246	152	14	year	year	NOUN
geoplanning-72246	152	15	in	in	ADP
geoplanning-72246	152	16	ro	ro	PROPN
geoplanning-72246	152	17	village	village	NOUN
geoplanning-72246	152	18	,	,	PUNCT
geoplanning-72246	152	19	tuy	tuy	PROPN
geoplanning-72246	152	20	hoa	hoa	PROPN
geoplanning-72246	152	21	city	city	PROPN
geoplanning-72246	152	22	has	have	VERB
geoplanning-72246	152	23	more	more	ADJ
geoplanning-72246	152	24	erosion	erosion	NOUN
geoplanning-72246	152	25	.	.	PUNCT
geoplanning-72246	153	1	with	with	ADP
geoplanning-72246	153	2	time	time	NOUN
geoplanning-72246	153	3	this	this	PRON
geoplanning-72246	153	4	led	lead	VERB
geoplanning-72246	153	5	to	to	ADP
geoplanning-72246	153	6	the	the	DET
geoplanning-72246	153	7	loss	loss	NOUN
geoplanning-72246	153	8	of	of	ADP
geoplanning-72246	153	9	several	several	ADJ
geoplanning-72246	153	10	to	to	PART
geoplanning-72246	153	11	hundreds	hundred	NOUN
geoplanning-72246	153	12	of	of	ADP
geoplanning-72246	153	13	hectares	hectare	NOUN
geoplanning-72246	153	14	of	of	ADP
geoplanning-72246	153	15	land	land	NOUN
geoplanning-72246	153	16	along	along	ADP
geoplanning-72246	153	17	rivers	river	NOUN
geoplanning-72246	153	18	and	and	CCONJ
geoplanning-72246	153	19	coastal	coastal	ADJ
geoplanning-72246	153	20	zones	zone	NOUN
geoplanning-72246	153	21	.	.	PUNCT
geoplanning-72246	154	1	some	some	PRON
geoplanning-72246	154	2	of	of	ADP
geoplanning-72246	154	3	these	these	PRON
geoplanning-72246	154	4	,	,	PUNCT
geoplanning-72246	154	5	are	be	AUX
geoplanning-72246	154	6	aerial	aerial	ADJ
geoplanning-72246	154	7	particularly	particularly	ADV
geoplanning-72246	154	8	hazardous	hazardous	ADJ
geoplanning-72246	154	9	containing	contain	VERB
geoplanning-72246	154	10	~248	~248	NOUN
geoplanning-72246	155	1	km14	km14	PROPN
geoplanning-72246	155	2	classified	classify	VERB
geoplanning-72246	155	3	as	as	ADP
geoplanning-72246	155	4	very	very	ADV
geoplanning-72246	155	5	high	high	ADJ
geoplanning-72246	155	6	risk	risk	NOUN
geoplanning-72246	155	7	.	.	PUNCT
geoplanning-72246	156	1	as	as	ADP
geoplanning-72246	156	2	more	more	ADV
geoplanning-72246	156	3	erratic	erratic	ADJ
geoplanning-72246	156	4	weather	weather	NOUN
geoplanning-72246	156	5	patterns	pattern	NOUN
geoplanning-72246	156	6	we	we	PRON
geoplanning-72246	156	7	see	see	VERB
geoplanning-72246	156	8	,	,	PUNCT
geoplanning-72246	156	9	coastal	coastal	ADJ
geoplanning-72246	156	10	erosion	erosion	NOUN
geoplanning-72246	156	11	visitation	visitation	NOUN
geoplanning-72246	156	12	becomes	become	VERB
geoplanning-72246	156	13	more	more	ADV
geoplanning-72246	156	14	erratic	erratic	ADJ
geoplanning-72246	156	15	in	in	ADP
geoplanning-72246	156	16	(	(	PUNCT
geoplanning-72246	156	17	local	local	ADJ
geoplanning-72246	156	18	communes	commune	NOUN
geoplanning-72246	156	19	'	'	PART
geoplanning-72246	156	20	anxiety	anxiety	NOUN
geoplanning-72246	156	21	counterbalancing	counterbalancing	NOUN
geoplanning-72246	156	22	)	)	PUNCT
geoplanning-72246	156	23	the	the	DET
geoplanning-72246	156	24	authorities	authority	NOUN
geoplanning-72246	156	25	.	.	PUNCT
geoplanning-72246	157	1	figure	figure	NOUN
geoplanning-72246	157	2	8	8	NUM
geoplanning-72246	157	3	also	also	ADV
geoplanning-72246	157	4	indicates	indicate	VERB
geoplanning-72246	157	5	a	a	DET
geoplanning-72246	157	6	trend	trend	NOUN
geoplanning-72246	157	7	of	of	ADP
geoplanning-72246	157	8	shoreline	shoreline	NOUN
geoplanning-72246	157	9	retreat	retreat	NOUN
geoplanning-72246	157	10	on	on	ADP
geoplanning-72246	157	11	much	much	ADJ
geoplanning-72246	157	12	of	of	ADP
geoplanning-72246	157	13	the	the	DET
geoplanning-72246	157	14	beach	beach	NOUN
geoplanning-72246	157	15	,	,	PUNCT
geoplanning-72246	157	16	(	(	PUNCT
geoplanning-72246	157	17	a	a	X
geoplanning-72246	157	18	)	)	PUNCT
geoplanning-72246	157	19	(	(	PUNCT
geoplanning-72246	157	20	b	b	X
geoplanning-72246	157	21	)	)	PUNCT
geoplanning-72246	157	22	(	(	PUNCT
geoplanning-72246	157	23	c	c	X
geoplanning-72246	157	24	)	)	PUNCT
geoplanning-72246	157	25	(	(	PUNCT
geoplanning-72246	157	26	d	d	X
geoplanning-72246	157	27	)	)	PUNCT
geoplanning-72246	157	28	(	(	PUNCT
geoplanning-72246	157	29	e	e	NOUN
geoplanning-72246	157	30	)	)	PUNCT
geoplanning-72246	157	31	(	(	PUNCT
geoplanning-72246	157	32	f	f	X
geoplanning-72246	157	33	)	)	PUNCT
geoplanning-72246	157	34	(	(	PUNCT
geoplanning-72246	157	35	a	a	X
geoplanning-72246	157	36	)	)	PUNCT
geoplanning-72246	157	37	(	(	PUNCT
geoplanning-72246	157	38	b	b	X
geoplanning-72246	157	39	)	)	PUNCT
geoplanning-72246	157	40	(	(	PUNCT
geoplanning-72246	157	41	c	c	X
geoplanning-72246	157	42	)	)	PUNCT
geoplanning-72246	157	43	(	(	PUNCT
geoplanning-72246	157	44	d	d	X
geoplanning-72246	157	45	)	)	PUNCT
geoplanning-72246	157	46	(	(	PUNCT
geoplanning-72246	157	47	e	e	NOUN
geoplanning-72246	157	48	)	)	PUNCT
geoplanning-72246	157	49	(	(	PUNCT
geoplanning-72246	157	50	f	f	X
geoplanning-72246	157	51	)	)	PUNCT
geoplanning-72246	157	52	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PROPN
geoplanning-72246	157	53	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	NUM
geoplanning-72246	157	54	tran	tran	NOUN
geoplanning-72246	157	55	and	and	CCONJ
geoplanning-72246	157	56	nguyen	nguyen	NOUN
geoplanning-72246	157	57	/	/	SYM
geoplanning-72246	157	58	geoplanning	geoplanning	NOUN
geoplanning-72246	157	59	:	:	PUNCT
geoplanning-72246	157	60	journal	journal	NOUN
geoplanning-72246	157	61	of	of	ADP
geoplanning-72246	157	62	geomatics	geomatics	PROPN
geoplanning-72246	157	63	and	and	CCONJ
geoplanning-72246	157	64	planning	planning	NOUN
geoplanning-72246	157	65	,	,	PUNCT
geoplanning-72246	157	66	vol	vol	NOUN
geoplanning-72246	157	67	12	12	NUM
geoplanning-72246	157	68	,	,	PUNCT
geoplanning-72246	157	69	no	no	DET
geoplanning-72246	157	70	2	2	NUM
geoplanning-72246	157	71	,	,	PUNCT
geoplanning-72246	157	72	2025	2025	NUM
geoplanning-72246	157	73	,	,	PUNCT
geoplanning-72246	157	74	139	139	NUM
geoplanning-72246	157	75	-	-	SYM
geoplanning-72246	157	76	158	158	NUM
geoplanning-72246	157	77	doi	doi	NOUN
geoplanning-72246	157	78	:	:	PUNCT
geoplanning-72246	157	79	10.14710	10.14710	NUM
geoplanning-72246	157	80	/	/	SYM
geoplanning-72246	157	81	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	157	82	-	-	PUNCT
geoplanning-72246	157	83	158	158	NUM
geoplanning-72246	157	84	147	147	NUM
geoplanning-72246	157	85	particularly	particularly	ADV
geoplanning-72246	157	86	in	in	ADP
geoplanning-72246	157	87	some	some	DET
geoplanning-72246	157	88	large	large	ADJ
geoplanning-72246	157	89	wave	wave	NOUN
geoplanning-72246	157	90	approach	approach	NOUN
geoplanning-72246	157	91	and	and	CCONJ
geoplanning-72246	157	92	tidal	tidal	ADJ
geoplanning-72246	157	93	exposure	exposure	NOUN
geoplanning-72246	157	94	areas	area	NOUN
geoplanning-72246	157	95	.	.	PUNCT
geoplanning-72246	158	1	decreasing	decrease	VERB
geoplanning-72246	158	2	coastal	coastal	ADJ
geoplanning-72246	158	3	vegetation	vegetation	NOUN
geoplanning-72246	158	4	signifies	signifie	NOUN
geoplanning-72246	158	5	erosion	erosion	NOUN
geoplanning-72246	158	6	and	and	CCONJ
geoplanning-72246	158	7	sediment	sediment	NOUN
geoplanning-72246	158	8	movement	movement	NOUN
geoplanning-72246	158	9	reach	reach	VERB
geoplanning-72246	158	10	new	new	ADJ
geoplanning-72246	158	11	dimensions	dimension	NOUN
geoplanning-72246	158	12	.	.	PUNCT
geoplanning-72246	159	1	figure	figure	VERB
geoplanning-72246	159	2	9	9	NUM
geoplanning-72246	159	3	.	.	PUNCT
geoplanning-72246	159	4	cualo	cualo	PROPN
geoplanning-72246	159	5	beach	beach	NOUN
geoplanning-72246	159	6	erosion	erosion	NOUN
geoplanning-72246	159	7	during	during	ADP
geoplanning-72246	159	8	2016	2016	NUM
geoplanning-72246	159	9	2021	2021	NUM
geoplanning-72246	159	10	figure	figure	NOUN
geoplanning-72246	159	11	10	10	NUM
geoplanning-72246	159	12	.	.	PUNCT
geoplanning-72246	160	1	giang	giang	PROPN
geoplanning-72246	160	2	hai	hai	PROPN
geoplanning-72246	160	3	's	's	PART
geoplanning-72246	160	4	shoreline	shoreline	NOUN
geoplanning-72246	160	5	erosion	erosion	NOUN
geoplanning-72246	160	6	during	during	ADP
geoplanning-72246	160	7	2016	2016	NUM
geoplanning-72246	160	8	2021	2021	NUM
geoplanning-72246	160	9	quang	quang	PROPN
geoplanning-72246	160	10	nam	nam	PROPN
geoplanning-72246	160	11	province	province	PROPN
geoplanning-72246	160	12	:	:	PUNCT
geoplanning-72246	160	13	the	the	DET
geoplanning-72246	160	14	cualo	cualo	PROPN
geoplanning-72246	160	15	beach	beach	NOUN
geoplanning-72246	160	16	in	in	ADP
geoplanning-72246	160	17	tam	tam	PROPN
geoplanning-72246	160	18	hai	hai	PROPN
geoplanning-72246	160	19	commune	commune	NOUN
geoplanning-72246	160	20	has	have	AUX
geoplanning-72246	160	21	seen	see	VERB
geoplanning-72246	160	22	substantial	substantial	ADJ
geoplanning-72246	160	23	wave	wave	NOUN
geoplanning-72246	160	24	-	-	PUNCT
geoplanning-72246	160	25	induced	induce	VERB
geoplanning-72246	160	26	erosion	erosion	NOUN
geoplanning-72246	160	27	.	.	PUNCT
geoplanning-72246	161	1	affected	affect	VERB
geoplanning-72246	161	2	by	by	ADP
geoplanning-72246	161	3	waves	wave	NOUN
geoplanning-72246	161	4	,	,	PUNCT
geoplanning-72246	161	5	which	which	PRON
geoplanning-72246	161	6	have	have	AUX
geoplanning-72246	161	7	eroded	erode	VERB
geoplanning-72246	161	8	seaward	seaward	NOUN
geoplanning-72246	161	9	3	3	NUM
geoplanning-72246	161	10	-	-	SYM
geoplanning-72246	161	11	5	5	NUM
geoplanning-72246	161	12	meters	meter	NOUN
geoplanning-72246	161	13	and	and	CCONJ
geoplanning-72246	161	14	washed	wash	VERB
geoplanning-72246	161	15	hundreds	hundred	NOUN
geoplanning-72246	161	16	of	of	ADP
geoplanning-72246	161	17	casuarina	casuarina	PROPN
geoplanning-72246	161	18	trees	tree	NOUN
geoplanning-72246	161	19	in	in	ADP
geoplanning-72246	161	20	a	a	DET
geoplanning-72246	161	21	2kilometre	2kilometre	NUM
geoplanning-72246	161	22	stretch	stretch	NOUN
geoplanning-72246	161	23	of	of	ADP
geoplanning-72246	161	24	coast	coast	NOUN
geoplanning-72246	161	25	in	in	ADP
geoplanning-72246	161	26	binh	binh	PROPN
geoplanning-72246	161	27	trung	trung	PROPN
geoplanning-72246	161	28	hamlet	hamlet	PROPN
geoplanning-72246	161	29	along	along	ADP
geoplanning-72246	161	30	with	with	ADP
geoplanning-72246	161	31	the	the	DET
geoplanning-72246	161	32	temporary	temporary	ADJ
geoplanning-72246	161	33	houses	house	NOUN
geoplanning-72246	161	34	constructed	construct	VERB
geoplanning-72246	161	35	for	for	ADP
geoplanning-72246	161	36	shrimp	shrimp	NOUN
geoplanning-72246	161	37	farming	farm	VERB
geoplanning-72246	161	38	many	many	ADJ
geoplanning-72246	161	39	old	old	ADJ
geoplanning-72246	161	40	ponds	pond	NOUN
geoplanning-72246	161	41	are	be	AUX
geoplanning-72246	161	42	gone	go	VERB
geoplanning-72246	161	43	,	,	PUNCT
geoplanning-72246	161	44	and	and	CCONJ
geoplanning-72246	161	45	their	their	PRON
geoplanning-72246	161	46	graves	grave	NOUN
geoplanning-72246	161	47	.	.	PUNCT
geoplanning-72246	162	1	also	also	ADV
geoplanning-72246	162	2	,	,	PUNCT
geoplanning-72246	162	3	shown	show	VERB
geoplanning-72246	162	4	in	in	ADP
geoplanning-72246	162	5	figure	figure	NOUN
geoplanning-72246	162	6	9	9	NUM
geoplanning-72246	162	7	is	be	AUX
geoplanning-72246	162	8	an	an	DET
geoplanning-72246	162	9	advanced	advanced	ADJ
geoplanning-72246	162	10	land	land	NOUN
geoplanning-72246	162	11	-	-	PUNCT
geoplanning-72246	162	12	loss	loss	NOUN
geoplanning-72246	162	13	along	along	ADP
geoplanning-72246	162	14	shallow	shallow	ADJ
geoplanning-72246	162	15	nearshore	nearshore	NOUN
geoplanning-72246	162	16	areas	area	NOUN
geoplanning-72246	162	17	,	,	PUNCT
geoplanning-72246	162	18	especially	especially	ADV
geoplanning-72246	162	19	regions	region	NOUN
geoplanning-72246	162	20	of	of	ADP
geoplanning-72246	162	21	high	high	ADJ
geoplanning-72246	162	22	wave	wave	NOUN
geoplanning-72246	162	23	energy	energy	NOUN
geoplanning-72246	162	24	.	.	PUNCT
geoplanning-72246	163	1	the	the	DET
geoplanning-72246	163	2	loss	loss	NOUN
geoplanning-72246	163	3	of	of	ADP
geoplanning-72246	163	4	vegetated	vegetate	VERB
geoplanning-72246	163	5	zones	zone	NOUN
geoplanning-72246	163	6	implies	imply	VERB
geoplanning-72246	163	7	a	a	DET
geoplanning-72246	163	8	significant	significant	ADJ
geoplanning-72246	163	9	exposure	exposure	NOUN
geoplanning-72246	163	10	to	to	ADP
geoplanning-72246	163	11	coastal	coastal	ADJ
geoplanning-72246	163	12	erosion	erosion	NOUN
geoplanning-72246	163	13	and	and	CCONJ
geoplanning-72246	163	14	sediment	sediment	NOUN
geoplanning-72246	163	15	transport	transport	NOUN
geoplanning-72246	163	16	processes	process	NOUN
geoplanning-72246	163	17	.	.	PUNCT
geoplanning-72246	164	1	this	this	DET
geoplanning-72246	164	2	shoreline	shoreline	NOUN
geoplanning-72246	164	3	instability	instability	NOUN
geoplanning-72246	164	4	may	may	AUX
geoplanning-72246	164	5	be	be	AUX
geoplanning-72246	164	6	also	also	ADV
geoplanning-72246	164	7	exacerbated	exacerbate	VERB
geoplanning-72246	164	8	by	by	ADP
geoplanning-72246	164	9	other	other	ADJ
geoplanning-72246	164	10	human	human	ADJ
geoplanning-72246	164	11	activities	activity	NOUN
geoplanning-72246	164	12	in	in	ADP
geoplanning-72246	164	13	the	the	DET
geoplanning-72246	164	14	form	form	NOUN
geoplanning-72246	164	15	of	of	ADP
geoplanning-72246	164	16	large	large	ADJ
geoplanning-72246	164	17	tourism	tourism	NOUN
geoplanning-72246	164	18	development	development	NOUN
geoplanning-72246	164	19	or	or	CCONJ
geoplanning-72246	164	20	infrastructure	infrastructure	NOUN
geoplanning-72246	164	21	expansion	expansion	NOUN
geoplanning-72246	164	22	.	.	PUNCT
geoplanning-72246	165	1	hue	hue	NOUN
geoplanning-72246	165	2	city	city	NOUN
geoplanning-72246	165	3	:	:	PUNCT
geoplanning-72246	165	4	sea	sea	NOUN
geoplanning-72246	165	5	erosion	erosion	NOUN
geoplanning-72246	165	6	has	have	AUX
geoplanning-72246	165	7	caused	cause	VERB
geoplanning-72246	165	8	loss	loss	NOUN
geoplanning-72246	165	9	of	of	ADP
geoplanning-72246	165	10	hundreds	hundred	NOUN
geoplanning-72246	165	11	of	of	ADP
geoplanning-72246	165	12	hectares	hectare	NOUN
geoplanning-72246	165	13	of	of	ADP
geoplanning-72246	165	14	trees	tree	NOUN
geoplanning-72246	165	15	,	,	PUNCT
geoplanning-72246	165	16	forests	forest	NOUN
geoplanning-72246	165	17	and	and	CCONJ
geoplanning-72246	165	18	farmlands	farmland	NOUN
geoplanning-72246	165	19	along	along	ADP
geoplanning-72246	165	20	three	three	NUM
geoplanning-72246	165	21	seaside	seaside	NOUN
geoplanning-72246	165	22	communes	commune	NOUN
geoplanning-72246	165	23	.	.	PUNCT
geoplanning-72246	166	1	the	the	DET
geoplanning-72246	166	2	most	most	ADV
geoplanning-72246	166	3	extensive	extensive	ADJ
geoplanning-72246	166	4	area	area	NOUN
geoplanning-72246	166	5	had	have	VERB
geoplanning-72246	166	6	a	a	DET
geoplanning-72246	166	7	loss	loss	NOUN
geoplanning-72246	166	8	of	of	ADP
geoplanning-72246	166	9	more	more	ADJ
geoplanning-72246	166	10	than	than	ADP
geoplanning-72246	166	11	150	150	NUM
geoplanning-72246	166	12	hectares	hectare	NOUN
geoplanning-72246	166	13	including	include	VERB
geoplanning-72246	166	14	90	90	NUM
geoplanning-72246	166	15	hectares	hectare	NOUN
geoplanning-72246	166	16	of	of	ADP
geoplanning-72246	166	17	rice	rice	NOUN
geoplanning-72246	166	18	,	,	PUNCT
geoplanning-72246	166	19	crops	crop	NOUN
geoplanning-72246	166	20	and	and	CCONJ
geoplanning-72246	166	21	60	60	NUM
geoplanning-72246	166	22	hectares	hectare	NOUN
geoplanning-72246	166	23	ponds	pond	NOUN
geoplanning-72246	166	24	and	and	CCONJ
geoplanning-72246	166	25	freshwater	freshwater	NOUN
geoplanning-72246	166	26	reservoirs	reservoir	NOUN
geoplanning-72246	166	27	for	for	ADP
geoplanning-72246	166	28	shrimp	shrimp	NOUN
geoplanning-72246	166	29	,	,	PUNCT
geoplanning-72246	166	30	crab	crab	NOUN
geoplanning-72246	166	31	,	,	PUNCT
geoplanning-72246	166	32	as	as	ADV
geoplanning-72246	166	33	well	well	ADV
geoplanning-72246	166	34	as	as	ADP
geoplanning-72246	166	35	fisheries	fishery	NOUN
geoplanning-72246	166	36	in	in	ADP
geoplanning-72246	166	37	giang	giang	PROPN
geoplanning-72246	166	38	hai	hai	PROPN
geoplanning-72246	166	39	commune	commune	PROPN
geoplanning-72246	166	40	.	.	PUNCT
geoplanning-72246	167	1	in	in	ADP
geoplanning-72246	167	2	conjunction	conjunction	NOUN
geoplanning-72246	167	3	with	with	ADP
geoplanning-72246	167	4	figure	figure	NOUN
geoplanning-72246	167	5	10	10	NUM
geoplanning-72246	167	6	which	which	PRON
geoplanning-72246	167	7	demonstrates	demonstrate	VERB
geoplanning-72246	167	8	the	the	DET
geoplanning-72246	167	9	tidal	tidal	ADJ
geoplanning-72246	167	10	influences	influence	NOUN
geoplanning-72246	167	11	,	,	PUNCT
geoplanning-72246	167	12	wave	wave	NOUN
geoplanning-72246	167	13	agitation	agitation	NOUN
geoplanning-72246	167	14	and	and	CCONJ
geoplanning-72246	167	15	anthropological	anthropological	ADJ
geoplanning-72246	167	16	factors	factor	NOUN
geoplanning-72246	167	17	;	;	PUNCT
geoplanning-72246	167	18	a	a	DET
geoplanning-72246	167	19	substantial	substantial	ADJ
geoplanning-72246	167	20	decrease	decrease	NOUN
geoplanning-72246	167	21	in	in	ADP
geoplanning-72246	167	22	vegetated	vegetate	VERB
geoplanning-72246	167	23	area	area	NOUN
geoplanning-72246	167	24	may	may	AUX
geoplanning-72246	167	25	have	have	AUX
geoplanning-72246	167	26	helped	help	VERB
geoplanning-72246	167	27	increase	increase	VERB
geoplanning-72246	167	28	the	the	DET
geoplanning-72246	167	29	erosion	erosion	NOUN
geoplanning-72246	167	30	sensitivity	sensitivity	NOUN
geoplanning-72246	167	31	.	.	PUNCT
geoplanning-72246	168	1	quang	quang	PROPN
geoplanning-72246	168	2	tri	tri	PROPN
geoplanning-72246	168	3	province	province	PROPN
geoplanning-72246	168	4	:	:	PUNCT
geoplanning-72246	168	5	sea	sea	NOUN
geoplanning-72246	168	6	dike	dike	NOUN
geoplanning-72246	168	7	has	have	AUX
geoplanning-72246	168	8	been	be	AUX
geoplanning-72246	168	9	entirely	entirely	ADV
geoplanning-72246	168	10	torn	tear	VERB
geoplanning-72246	168	11	for	for	ADP
geoplanning-72246	168	12	more	more	ADJ
geoplanning-72246	168	13	than	than	ADP
geoplanning-72246	168	14	150	150	NUM
geoplanning-72246	168	15	meters	meter	NOUN
geoplanning-72246	168	16	;	;	PUNCT
geoplanning-72246	168	17	waves	wave	NOUN
geoplanning-72246	168	18	breaching	breach	VERB
geoplanning-72246	168	19	into	into	ADP
geoplanning-72246	168	20	the	the	DET
geoplanning-72246	168	21	land	land	NOUN
geoplanning-72246	168	22	and	and	CCONJ
geoplanning-72246	168	23	topple	topple	VERB
geoplanning-72246	168	24	down	down	ADP
geoplanning-72246	168	25	local	local	ADJ
geoplanning-72246	168	26	shop	shop	NOUN
geoplanning-72246	168	27	that	that	PRON
geoplanning-72246	168	28	threaten	threaten	VERB
geoplanning-72246	168	29	row	row	NOUN
geoplanning-72246	168	30	of	of	ADP
geoplanning-72246	168	31	coastal	coastal	ADJ
geoplanning-72246	168	32	infrastructure	infrastructure	NOUN
geoplanning-72246	168	33	,	,	PUNCT
geoplanning-72246	168	34	in	in	ADP
geoplanning-72246	168	35	vinh	vinh	PROPN
geoplanning-72246	168	36	thai	thai	PROPN
geoplanning-72246	168	37	commune	commune	NOUN
geoplanning-72246	168	38	.	.	PUNCT
geoplanning-72246	169	1	be	be	AUX
geoplanning-72246	169	2	along	along	ADP
geoplanning-72246	169	3	with	with	ADP
geoplanning-72246	169	4	,	,	PUNCT
geoplanning-72246	169	5	figure	figure	VERB
geoplanning-72246	169	6	11	11	NUM
geoplanning-72246	169	7	displays	display	VERB
geoplanning-72246	169	8	the	the	DET
geoplanning-72246	169	9	erosion	erosion	NOUN
geoplanning-72246	169	10	is	be	AUX
geoplanning-72246	169	11	particularly	particularly	ADV
geoplanning-72246	169	12	prominent	prominent	ADJ
geoplanning-72246	169	13	along	along	ADP
geoplanning-72246	169	14	the	the	DET
geoplanning-72246	169	15	eastern	eastern	ADJ
geoplanning-72246	169	16	shoreline	shoreline	NOUN
geoplanning-72246	169	17	,	,	PUNCT
geoplanning-72246	169	18	where	where	SCONJ
geoplanning-72246	169	19	land	land	NOUN
geoplanning-72246	169	20	degradation	degradation	NOUN
geoplanning-72246	169	21	is	be	AUX
geoplanning-72246	169	22	noticeable	noticeable	ADJ
geoplanning-72246	169	23	.	.	PUNCT
geoplanning-72246	170	1	factors	factor	NOUN
geoplanning-72246	170	2	contributing	contribute	VERB
geoplanning-72246	170	3	to	to	ADP
geoplanning-72246	170	4	this	this	DET
geoplanning-72246	170	5	process	process	NOUN
geoplanning-72246	170	6	include	include	VERB
geoplanning-72246	170	7	wave	wave	NOUN
geoplanning-72246	170	8	action	action	NOUN
geoplanning-72246	170	9	,	,	PUNCT
geoplanning-72246	170	10	sea	sea	NOUN
geoplanning-72246	170	11	-	-	PUNCT
geoplanning-72246	170	12	level	level	NOUN
geoplanning-72246	170	13	rise	rise	NOUN
geoplanning-72246	170	14	,	,	PUNCT
geoplanning-72246	170	15	extreme	extreme	ADJ
geoplanning-72246	170	16	weather	weather	NOUN
geoplanning-72246	170	17	events	event	NOUN
geoplanning-72246	170	18	,	,	PUNCT
geoplanning-72246	170	19	and	and	CCONJ
geoplanning-72246	170	20	anthropogenic	anthropogenic	ADJ
geoplanning-72246	170	21	activities	activity	NOUN
geoplanning-72246	170	22	.	.	PUNCT
geoplanning-72246	171	1	a	a	DET
geoplanning-72246	171	2	reduction	reduction	NOUN
geoplanning-72246	171	3	in	in	ADP
geoplanning-72246	171	4	coastal	coastal	ADJ
geoplanning-72246	171	5	vegetation	vegetation	NOUN
geoplanning-72246	171	6	,	,	PUNCT
geoplanning-72246	171	7	particularly	particularly	ADV
geoplanning-72246	171	8	mangroves	mangrove	NOUN
geoplanning-72246	171	9	,	,	PUNCT
geoplanning-72246	171	10	may	may	AUX
geoplanning-72246	171	11	have	have	AUX
geoplanning-72246	171	12	further	far	ADV
geoplanning-72246	171	13	exposed	expose	VERB
geoplanning-72246	171	14	the	the	DET
geoplanning-72246	171	15	shoreline	shoreline	NOUN
geoplanning-72246	171	16	to	to	ADP
geoplanning-72246	171	17	erosion	erosion	NOUN
geoplanning-72246	171	18	.	.	PUNCT
geoplanning-72246	172	1	(	(	PUNCT
geoplanning-72246	172	2	e	e	X
geoplanning-72246	172	3	)	)	PUNCT
geoplanning-72246	172	4	(	(	PUNCT
geoplanning-72246	172	5	f	f	X
geoplanning-72246	172	6	)	)	PUNCT
geoplanning-72246	172	7	(	(	PUNCT
geoplanning-72246	172	8	c	c	X
geoplanning-72246	172	9	)	)	PUNCT
geoplanning-72246	172	10	(	(	PUNCT
geoplanning-72246	172	11	d	d	X
geoplanning-72246	172	12	)	)	PUNCT
geoplanning-72246	172	13	(	(	PUNCT
geoplanning-72246	172	14	a	a	X
geoplanning-72246	172	15	)	)	PUNCT
geoplanning-72246	172	16	(	(	PUNCT
geoplanning-72246	172	17	b	b	X
geoplanning-72246	172	18	)	)	PUNCT
geoplanning-72246	172	19	(	(	PUNCT
geoplanning-72246	172	20	d	d	X
geoplanning-72246	172	21	)	)	PUNCT
geoplanning-72246	172	22	(	(	PUNCT
geoplanning-72246	172	23	c	c	X
geoplanning-72246	172	24	)	)	PUNCT
geoplanning-72246	172	25	(	(	PUNCT
geoplanning-72246	172	26	b	b	X
geoplanning-72246	172	27	)	)	PUNCT
geoplanning-72246	172	28	(	(	PUNCT
geoplanning-72246	172	29	a	a	X
geoplanning-72246	172	30	)	)	PUNCT
geoplanning-72246	172	31	(	(	PUNCT
geoplanning-72246	172	32	f	f	X
geoplanning-72246	172	33	)	)	PUNCT
geoplanning-72246	172	34	(	(	PUNCT
geoplanning-72246	172	35	e	e	NOUN
geoplanning-72246	172	36	)	)	PUNCT
geoplanning-72246	172	37	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PROPN
geoplanning-72246	173	1	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	NUM
geoplanning-72246	173	2	tran	tran	NOUN
geoplanning-72246	173	3	and	and	CCONJ
geoplanning-72246	173	4	nguyen	nguyen	NOUN
geoplanning-72246	173	5	/	/	SYM
geoplanning-72246	173	6	geoplanning	geoplanning	NOUN
geoplanning-72246	173	7	:	:	PUNCT
geoplanning-72246	173	8	journal	journal	NOUN
geoplanning-72246	173	9	of	of	ADP
geoplanning-72246	173	10	geomatics	geomatics	PROPN
geoplanning-72246	173	11	and	and	CCONJ
geoplanning-72246	173	12	planning	planning	NOUN
geoplanning-72246	173	13	,	,	PUNCT
geoplanning-72246	173	14	vol	vol	NOUN
geoplanning-72246	173	15	12	12	NUM
geoplanning-72246	173	16	,	,	PUNCT
geoplanning-72246	173	17	no	no	DET
geoplanning-72246	173	18	2	2	NUM
geoplanning-72246	173	19	,	,	PUNCT
geoplanning-72246	173	20	2025	2025	NUM
geoplanning-72246	173	21	,	,	PUNCT
geoplanning-72246	173	22	139	139	NUM
geoplanning-72246	173	23	-	-	SYM
geoplanning-72246	173	24	158	158	NUM
geoplanning-72246	173	25	doi	doi	NOUN
geoplanning-72246	173	26	:	:	PUNCT
geoplanning-72246	173	27	10.14710	10.14710	NUM
geoplanning-72246	173	28	/	/	SYM
geoplanning-72246	173	29	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	173	30	-	-	PUNCT
geoplanning-72246	173	31	158	158	NUM
geoplanning-72246	173	32	148	148	NUM
geoplanning-72246	173	33	kien	kien	PROPN
geoplanning-72246	173	34	giang	giang	PROPN
geoplanning-72246	173	35	province	province	PROPN
geoplanning-72246	173	36	:	:	PUNCT
geoplanning-72246	173	37	in	in	ADP
geoplanning-72246	173	38	tay	tay	PROPN
geoplanning-72246	173	39	yen	yen	NOUN
geoplanning-72246	173	40	commune	commune	NOUN
geoplanning-72246	173	41	,	,	PUNCT
geoplanning-72246	173	42	a	a	DET
geoplanning-72246	173	43	bien	bien	PROPN
geoplanning-72246	173	44	district	district	NOUN
geoplanning-72246	173	45	,	,	PUNCT
geoplanning-72246	173	46	since	since	SCONJ
geoplanning-72246	173	47	last	last	ADJ
geoplanning-72246	173	48	decade	decade	NOUN
geoplanning-72246	173	49	(	(	PUNCT
geoplanning-72246	173	50	2011–2023	2011–2023	NUM
geoplanning-72246	173	51	)	)	PUNCT
geoplanning-72246	173	52	the	the	DET
geoplanning-72246	173	53	coastal	coastal	ADJ
geoplanning-72246	173	54	erosion	erosion	NOUN
geoplanning-72246	173	55	has	have	AUX
geoplanning-72246	173	56	intensified	intensify	VERB
geoplanning-72246	173	57	so	so	ADV
geoplanning-72246	173	58	about	about	ADP
geoplanning-72246	173	59	500	500	NUM
geoplanning-72246	173	60	hectares	hectare	NOUN
geoplanning-72246	173	61	of	of	ADP
geoplanning-72246	173	62	mudflats	mudflat	NOUN
geoplanning-72246	173	63	lose	lose	VERB
geoplanning-72246	173	64	each	each	DET
geoplanning-72246	173	65	year	year	NOUN
geoplanning-72246	173	66	.	.	PUNCT
geoplanning-72246	174	1	the	the	DET
geoplanning-72246	174	2	coastal	coastal	PROPN
geoplanning-72246	174	3	forest	forest	NOUN
geoplanning-72246	174	4	belt	belt	NOUN
geoplanning-72246	174	5	has	have	AUX
geoplanning-72246	174	6	retreated	retreat	VERB
geoplanning-72246	174	7	60	60	NUM
geoplanning-72246	174	8	to	to	PART
geoplanning-72246	174	9	300	300	NUM
geoplanning-72246	174	10	meters	meter	NOUN
geoplanning-72246	174	11	,	,	PUNCT
geoplanning-72246	174	12	or	or	CCONJ
geoplanning-72246	174	13	approximately	approximately	ADV
geoplanning-72246	174	14	20	20	NUM
geoplanning-72246	174	15	m	m	NOUN
geoplanning-72246	174	16	/	/	SYM
geoplanning-72246	174	17	year	year	NOUN
geoplanning-72246	174	18	3	3	NUM
geoplanning-72246	174	19	m	m	NOUN
geoplanning-72246	174	20	/	/	SYM
geoplanning-72246	174	21	year	year	NOUN
geoplanning-72246	174	22	degradation	degradation	NOUN
geoplanning-72246	174	23	of	of	ADP
geoplanning-72246	174	24	coastal	coastal	ADJ
geoplanning-72246	174	25	forest	forest	NOUN
geoplanning-72246	174	26	plantation	plantation	NOUN
geoplanning-72246	174	27	.	.	PUNCT
geoplanning-72246	175	1	currently	currently	ADV
geoplanning-72246	175	2	erosion	erosion	NOUN
geoplanning-72246	175	3	has	have	AUX
geoplanning-72246	175	4	affected	affect	VERB
geoplanning-72246	175	5	approximately	approximately	ADV
geoplanning-72246	175	6	188	188	NUM
geoplanning-72246	175	7	kilometers	kilometer	NOUN
geoplanning-72246	175	8	,	,	PUNCT
geoplanning-72246	175	9	out	out	ADP
geoplanning-72246	175	10	of	of	ADP
geoplanning-72246	175	11	the	the	DET
geoplanning-72246	175	12	province	province	NOUN
geoplanning-72246	175	13	's	's	PART
geoplanning-72246	175	14	254	254	NUM
geoplanning-72246	175	15	kilometers	kilometer	NOUN
geoplanning-72246	175	16	of	of	ADP
geoplanning-72246	175	17	coastline	coastline	NOUN
geoplanning-72246	175	18	.	.	PUNCT
geoplanning-72246	176	1	figure	figure	NOUN
geoplanning-72246	176	2	12c	12c	NOUN
geoplanning-72246	176	3	and	and	CCONJ
geoplanning-72246	176	4	12f	12f	NUM
geoplanning-72246	176	5	detail	detail	NOUN
geoplanning-72246	176	6	data	datum	NOUN
geoplanning-72246	176	7	indicate	indicate	VERB
geoplanning-72246	176	8	a	a	DET
geoplanning-72246	176	9	large	large	ADJ
geoplanning-72246	176	10	extent	extent	NOUN
geoplanning-72246	176	11	of	of	ADP
geoplanning-72246	176	12	land	land	NOUN
geoplanning-72246	176	13	loss	loss	NOUN
geoplanning-72246	176	14	in	in	ADP
geoplanning-72246	176	15	the	the	DET
geoplanning-72246	176	16	coastal	coastal	ADJ
geoplanning-72246	176	17	zone	zone	NOUN
geoplanning-72246	176	18	(	(	PUNCT
geoplanning-72246	176	19	red	red	ADJ
geoplanning-72246	176	20	areas	area	NOUN
geoplanning-72246	176	21	show	show	VERB
geoplanning-72246	176	22	up	up	ADP
geoplanning-72246	176	23	more	more	ADV
geoplanning-72246	176	24	prominent	prominent	ADJ
geoplanning-72246	176	25	in	in	ADP
geoplanning-72246	176	26	the	the	DET
geoplanning-72246	176	27	north	north	NOUN
geoplanning-72246	176	28	and	and	CCONJ
geoplanning-72246	176	29	central	central	ADJ
geoplanning-72246	176	30	parts	part	NOUN
geoplanning-72246	176	31	)	)	PUNCT
geoplanning-72246	176	32	.	.	PUNCT
geoplanning-72246	177	1	the	the	DET
geoplanning-72246	177	2	erosion	erosion	NOUN
geoplanning-72246	177	3	-	-	PUNCT
geoplanning-72246	177	4	dotted	dot	VERB
geoplanning-72246	177	5	line	line	NOUN
geoplanning-72246	177	6	of	of	ADP
geoplanning-72246	177	7	deposition	deposition	NOUN
geoplanning-72246	177	8	at	at	ADP
geoplanning-72246	177	9	least	least	ADJ
geoplanning-72246	177	10	hints	hint	VERB
geoplanning-72246	177	11	at	at	ADP
geoplanning-72246	177	12	some	some	DET
geoplanning-72246	177	13	environmental	environmental	ADJ
geoplanning-72246	177	14	stresses	stress	NOUN
geoplanning-72246	177	15	which	which	PRON
geoplanning-72246	177	16	may	may	AUX
geoplanning-72246	177	17	increase	increase	VERB
geoplanning-72246	177	18	over	over	ADP
geoplanning-72246	177	19	time	time	NOUN
geoplanning-72246	177	20	through	through	ADP
geoplanning-72246	177	21	wave	wave	NOUN
geoplanning-72246	177	22	action	action	NOUN
geoplanning-72246	177	23	,	,	PUNCT
geoplanning-72246	177	24	tidal	tidal	ADJ
geoplanning-72246	177	25	and	and	CCONJ
geoplanning-72246	177	26	anthropogenic	anthropogenic	ADJ
geoplanning-72246	177	27	influence	influence	NOUN
geoplanning-72246	177	28	as	as	ADV
geoplanning-72246	177	29	well	well	ADV
geoplanning-72246	177	30	.	.	PUNCT
geoplanning-72246	178	1	figure	figure	VERB
geoplanning-72246	178	2	11	11	NUM
geoplanning-72246	178	3	.	.	PUNCT
geoplanning-72246	179	1	vinh	vinh	PROPN
geoplanning-72246	179	2	thai	thai	PROPN
geoplanning-72246	179	3	's	's	PART
geoplanning-72246	179	4	shoreline	shoreline	NOUN
geoplanning-72246	179	5	erosion	erosion	NOUN
geoplanning-72246	179	6	during	during	ADP
geoplanning-72246	179	7	2016	2016	NUM
geoplanning-72246	179	8	-	-	SYM
geoplanning-72246	179	9	2021	2021	NUM
geoplanning-72246	179	10	figure	figure	NOUN
geoplanning-72246	179	11	12	12	NUM
geoplanning-72246	179	12	.	.	PUNCT
geoplanning-72246	180	1	tay	tay	NOUN
geoplanning-72246	180	2	yen	yen	PROPN
geoplanning-72246	180	3	conmunm	conmunm	NOUN
geoplanning-72246	180	4	's	's	PART
geoplanning-72246	180	5	coastal	coastal	ADJ
geoplanning-72246	180	6	erosion	erosion	NOUN
geoplanning-72246	180	7	during	during	ADP
geoplanning-72246	180	8	20162021	20162021	NUM
geoplanning-72246	180	9	tra	tra	PROPN
geoplanning-72246	180	10	vinh	vinh	PROPN
geoplanning-72246	180	11	province	province	PROPN
geoplanning-72246	180	12	:	:	PUNCT
geoplanning-72246	180	13	hiep	hiep	PROPN
geoplanning-72246	180	14	thanh	thanh	PROPN
geoplanning-72246	180	15	commune	commune	NOUN
geoplanning-72246	180	16	of	of	ADP
geoplanning-72246	180	17	the	the	DET
geoplanning-72246	180	18	coastline	coastline	NOUN
geoplanning-72246	180	19	received	receive	VERB
geoplanning-72246	180	20	a	a	DET
geoplanning-72246	180	21	lot	lot	NOUN
geoplanning-72246	180	22	of	of	ADP
geoplanning-72246	180	23	erosion	erosion	NOUN
geoplanning-72246	180	24	from	from	ADP
geoplanning-72246	180	25	the	the	DET
geoplanning-72246	180	26	blow	blow	NOUN
geoplanning-72246	180	27	of	of	ADP
geoplanning-72246	180	28	monsoon	monsoon	NOUN
geoplanning-72246	180	29	waves	wave	NOUN
geoplanning-72246	180	30	and	and	CCONJ
geoplanning-72246	180	31	high	high	ADJ
geoplanning-72246	180	32	tides	tide	NOUN
geoplanning-72246	180	33	in	in	ADP
geoplanning-72246	180	34	tra	tra	PROPN
geoplanning-72246	180	35	vinh	vinh	PROPN
geoplanning-72246	180	36	province	province	PROPN
geoplanning-72246	180	37	.	.	PUNCT
geoplanning-72246	181	1	erosion	erosion	NOUN
geoplanning-72246	181	2	has	have	AUX
geoplanning-72246	181	3	been	be	AUX
geoplanning-72246	181	4	highly	highly	ADV
geoplanning-72246	181	5	intense	intense	ADJ
geoplanning-72246	181	6	(	(	PUNCT
geoplanning-72246	181	7	>	>	SYM
geoplanning-72246	181	8	900	900	NUM
geoplanning-72246	181	9	meters	meter	NOUN
geoplanning-72246	181	10	shoreline	shoreline	NOUN
geoplanning-72246	181	11	and	and	CCONJ
geoplanning-72246	181	12	50	50	NUM
geoplanning-72246	181	13	meters	meter	NOUN
geoplanning-72246	181	14	inland	inland	ADJ
geoplanning-72246	181	15	penetration	penetration	NOUN
geoplanning-72246	181	16	)	)	PUNCT
geoplanning-72246	181	17	at	at	ADP
geoplanning-72246	181	18	some	some	DET
geoplanning-72246	181	19	locations	location	NOUN
geoplanning-72246	181	20	endangering	endanger	VERB
geoplanning-72246	181	21	199	199	NUM
geoplanning-72246	181	22	households	household	NOUN
geoplanning-72246	181	23	.	.	PUNCT
geoplanning-72246	182	1	figure	figure	NOUN
geoplanning-72246	182	2	13c	13c	NOUN
geoplanning-72246	182	3	and	and	CCONJ
geoplanning-72246	182	4	figure	figure	NOUN
geoplanning-72246	182	5	13f	13f	NOUN
geoplanning-72246	182	6	outline	outline	VERB
geoplanning-72246	182	7	the	the	DET
geoplanning-72246	182	8	tremendous	tremendous	ADJ
geoplanning-72246	182	9	loss	loss	NOUN
geoplanning-72246	182	10	of	of	ADP
geoplanning-72246	182	11	land	land	NOUN
geoplanning-72246	182	12	along	along	ADP
geoplanning-72246	182	13	the	the	DET
geoplanning-72246	182	14	southern	southern	ADJ
geoplanning-72246	182	15	shoreline	shoreline	NOUN
geoplanning-72246	182	16	with	with	ADP
geoplanning-72246	182	17	the	the	DET
geoplanning-72246	182	18	red	red	ADJ
geoplanning-72246	182	19	areas	area	NOUN
geoplanning-72246	182	20	encroaching	encroach	VERB
geoplanning-72246	182	21	into	into	ADP
geoplanning-72246	182	22	the	the	DET
geoplanning-72246	182	23	land	land	NOUN
geoplanning-72246	182	24	.	.	PUNCT
geoplanning-72246	183	1	the	the	DET
geoplanning-72246	183	2	trend	trend	NOUN
geoplanning-72246	183	3	is	be	AUX
geoplanning-72246	183	4	manifested	manifest	VERB
geoplanning-72246	183	5	as	as	ADP
geoplanning-72246	183	6	ongoing	ongoing	ADJ
geoplanning-72246	183	7	coastal	coastal	ADJ
geoplanning-72246	183	8	erosion	erosion	NOUN
geoplanning-72246	183	9	possibly	possibly	ADV
geoplanning-72246	183	10	driven	drive	VERB
geoplanning-72246	183	11	by	by	ADP
geoplanning-72246	183	12	wave	wave	NOUN
geoplanning-72246	183	13	action	action	NOUN
geoplanning-72246	183	14	,	,	PUNCT
geoplanning-72246	183	15	sediment	sediment	NOUN
geoplanning-72246	183	16	motion	motion	NOUN
geoplanning-72246	183	17	and	and	CCONJ
geoplanning-72246	183	18	human	human	ADJ
geoplanning-72246	183	19	disturbances	disturbance	NOUN
geoplanning-72246	183	20	.	.	PUNCT
geoplanning-72246	184	1	ca	can	AUX
geoplanning-72246	184	2	mau	mau	PROPN
geoplanning-72246	184	3	province	province	PROPN
geoplanning-72246	184	4	:	:	PUNCT
geoplanning-72246	184	5	between	between	ADP
geoplanning-72246	184	6	2011	2011	NUM
geoplanning-72246	184	7	and	and	CCONJ
geoplanning-72246	184	8	2022	2022	NUM
geoplanning-72246	184	9	,	,	PUNCT
geoplanning-72246	184	10	around	around	ADP
geoplanning-72246	184	11	5,250	5,250	NUM
geoplanning-72246	184	12	hectares	hectare	NOUN
geoplanning-72246	184	13	of	of	ADP
geoplanning-72246	184	14	mangrove	mangrove	NOUN
geoplanning-72246	184	15	forests	forest	NOUN
geoplanning-72246	184	16	were	be	AUX
geoplanning-72246	184	17	lost	lose	VERB
geoplanning-72246	184	18	due	due	ADJ
geoplanning-72246	184	19	to	to	ADP
geoplanning-72246	184	20	coastal	coastal	ADJ
geoplanning-72246	184	21	erosion	erosion	NOUN
geoplanning-72246	184	22	.	.	PUNCT
geoplanning-72246	185	1	the	the	DET
geoplanning-72246	185	2	worst	worst	ADV
geoplanning-72246	185	3	-	-	PUNCT
geoplanning-72246	185	4	affected	affect	VERB
geoplanning-72246	185	5	area	area	NOUN
geoplanning-72246	185	6	,	,	PUNCT
geoplanning-72246	185	7	tam	tam	PROPN
geoplanning-72246	185	8	giang	giang	PROPN
geoplanning-72246	185	9	tay	tay	PROPN
geoplanning-72246	185	10	,	,	PUNCT
geoplanning-72246	185	11	have	have	AUX
geoplanning-72246	185	12	suffered	suffer	VERB
geoplanning-72246	185	13	severe	severe	ADJ
geoplanning-72246	185	14	damage	damage	NOUN
geoplanning-72246	185	15	,	,	PUNCT
geoplanning-72246	185	16	directly	directly	ADV
geoplanning-72246	185	17	impacting	impact	VERB
geoplanning-72246	185	18	local	local	ADJ
geoplanning-72246	185	19	livelihoods	livelihood	NOUN
geoplanning-72246	185	20	.	.	PUNCT
geoplanning-72246	186	1	figure	figure	NOUN
geoplanning-72246	186	2	14	14	NUM
geoplanning-72246	186	3	describes	describe	VERB
geoplanning-72246	186	4	a	a	DET
geoplanning-72246	186	5	noticeable	noticeable	ADJ
geoplanning-72246	186	6	increase	increase	NOUN
geoplanning-72246	186	7	in	in	ADP
geoplanning-72246	186	8	red	red	ADJ
geoplanning-72246	186	9	areas	area	NOUN
geoplanning-72246	186	10	over	over	ADP
geoplanning-72246	186	11	time	time	NOUN
geoplanning-72246	186	12	,	,	PUNCT
geoplanning-72246	186	13	and	and	CCONJ
geoplanning-72246	186	14	the	the	DET
geoplanning-72246	186	15	northern	northern	ADJ
geoplanning-72246	186	16	section	section	NOUN
geoplanning-72246	186	17	of	of	ADP
geoplanning-72246	186	18	the	the	DET
geoplanning-72246	186	19	coastline	coastline	NOUN
geoplanning-72246	186	20	appears	appear	VERB
geoplanning-72246	186	21	to	to	PART
geoplanning-72246	186	22	have	have	AUX
geoplanning-72246	186	23	undergone	undergo	VERB
geoplanning-72246	186	24	significant	significant	ADJ
geoplanning-72246	186	25	land	land	NOUN
geoplanning-72246	186	26	loss	loss	NOUN
geoplanning-72246	186	27	.	.	PUNCT
geoplanning-72246	187	1	possible	possible	ADJ
geoplanning-72246	187	2	causes	cause	NOUN
geoplanning-72246	187	3	include	include	VERB
geoplanning-72246	187	4	wave	wave	NOUN
geoplanning-72246	187	5	action	action	NOUN
geoplanning-72246	187	6	,	,	PUNCT
geoplanning-72246	187	7	tidal	tidal	ADJ
geoplanning-72246	187	8	currents	current	NOUN
geoplanning-72246	187	9	,	,	PUNCT
geoplanning-72246	187	10	sediment	sediment	NOUN
geoplanning-72246	187	11	transport	transport	NOUN
geoplanning-72246	187	12	,	,	PUNCT
geoplanning-72246	187	13	and	and	CCONJ
geoplanning-72246	187	14	human	human	NOUN
geoplanning-72246	187	15	-	-	PUNCT
geoplanning-72246	187	16	induced	induce	VERB
geoplanning-72246	187	17	activities	activity	NOUN
geoplanning-72246	187	18	such	such	ADJ
geoplanning-72246	187	19	as	as	ADP
geoplanning-72246	187	20	aquaculture	aquaculture	NOUN
geoplanning-72246	187	21	expansion	expansion	NOUN
geoplanning-72246	187	22	.	.	PUNCT
geoplanning-72246	188	1	there	there	PRON
geoplanning-72246	188	2	is	be	VERB
geoplanning-72246	188	3	coastal	coastal	ADJ
geoplanning-72246	188	4	vegetation	vegetation	NOUN
geoplanning-72246	188	5	,	,	PUNCT
geoplanning-72246	188	6	a	a	DET
geoplanning-72246	188	7	lot	lot	NOUN
geoplanning-72246	188	8	mangroves	mangrove	NOUN
geoplanning-72246	188	9	especially	especially	ADV
geoplanning-72246	188	10	reduced	reduce	VERB
geoplanning-72246	188	11	and	and	CCONJ
geoplanning-72246	188	12	be	be	AUX
geoplanning-72246	188	13	erosion	erosion	NOUN
geoplanning-72246	188	14	speeded	speed	VERB
geoplanning-72246	188	15	up	up	ADP
geoplanning-72246	188	16	.	.	PUNCT
geoplanning-72246	189	1	(	(	PUNCT
geoplanning-72246	189	2	a	a	X
geoplanning-72246	189	3	)	)	PUNCT
geoplanning-72246	189	4	(	(	PUNCT
geoplanning-72246	189	5	c	c	X
geoplanning-72246	189	6	)	)	PUNCT
geoplanning-72246	189	7	(	(	PUNCT
geoplanning-72246	189	8	d	d	X
geoplanning-72246	189	9	)	)	PUNCT
geoplanning-72246	189	10	(	(	PUNCT
geoplanning-72246	189	11	e	e	NOUN
geoplanning-72246	189	12	)	)	PUNCT
geoplanning-72246	189	13	(	(	PUNCT
geoplanning-72246	189	14	f	f	X
geoplanning-72246	189	15	)	)	PUNCT
geoplanning-72246	189	16	(	(	PUNCT
geoplanning-72246	189	17	b	b	X
geoplanning-72246	189	18	)	)	PUNCT
geoplanning-72246	189	19	(	(	PUNCT
geoplanning-72246	189	20	f	f	X
geoplanning-72246	189	21	)	)	PUNCT
geoplanning-72246	189	22	(	(	PUNCT
geoplanning-72246	189	23	e	e	NOUN
geoplanning-72246	189	24	)	)	PUNCT
geoplanning-72246	189	25	(	(	PUNCT
geoplanning-72246	189	26	c	c	X
geoplanning-72246	189	27	)	)	PUNCT
geoplanning-72246	189	28	(	(	PUNCT
geoplanning-72246	189	29	d	d	X
geoplanning-72246	189	30	)	)	PUNCT
geoplanning-72246	189	31	(	(	PUNCT
geoplanning-72246	189	32	b	b	X
geoplanning-72246	189	33	)	)	PUNCT
geoplanning-72246	189	34	(	(	PUNCT
geoplanning-72246	189	35	a	a	X
geoplanning-72246	189	36	)	)	PUNCT
geoplanning-72246	189	37	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PROPN
geoplanning-72246	189	38	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	NUM
geoplanning-72246	189	39	tran	tran	NOUN
geoplanning-72246	189	40	and	and	CCONJ
geoplanning-72246	189	41	nguyen	nguyen	NOUN
geoplanning-72246	189	42	/	/	SYM
geoplanning-72246	189	43	geoplanning	geoplanning	NOUN
geoplanning-72246	189	44	:	:	PUNCT
geoplanning-72246	189	45	journal	journal	NOUN
geoplanning-72246	189	46	of	of	ADP
geoplanning-72246	189	47	geomatics	geomatics	PROPN
geoplanning-72246	189	48	and	and	CCONJ
geoplanning-72246	189	49	planning	planning	NOUN
geoplanning-72246	189	50	,	,	PUNCT
geoplanning-72246	189	51	vol	vol	NOUN
geoplanning-72246	189	52	12	12	NUM
geoplanning-72246	189	53	,	,	PUNCT
geoplanning-72246	189	54	no	no	DET
geoplanning-72246	189	55	2	2	NUM
geoplanning-72246	189	56	,	,	PUNCT
geoplanning-72246	189	57	2025	2025	NUM
geoplanning-72246	189	58	,	,	PUNCT
geoplanning-72246	189	59	139	139	NUM
geoplanning-72246	189	60	-	-	SYM
geoplanning-72246	189	61	158	158	NUM
geoplanning-72246	189	62	doi	doi	NOUN
geoplanning-72246	189	63	:	:	PUNCT
geoplanning-72246	189	64	10.14710	10.14710	NUM
geoplanning-72246	189	65	/	/	SYM
geoplanning-72246	189	66	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	189	67	-	-	PUNCT
geoplanning-72246	189	68	158	158	NUM
geoplanning-72246	189	69	149	149	NUM
geoplanning-72246	189	70	ben	ben	PROPN
geoplanning-72246	189	71	tre	tre	PROPN
geoplanning-72246	189	72	province	province	PROPN
geoplanning-72246	189	73	:	:	PUNCT
geoplanning-72246	189	74	approximately	approximately	ADV
geoplanning-72246	189	75	4.7	4.7	NUM
geoplanning-72246	189	76	km	km	NOUN
geoplanning-72246	189	77	of	of	ADP
geoplanning-72246	189	78	bao	bao	PROPN
geoplanning-72246	189	79	thuan	thuan	PROPN
geoplanning-72246	189	80	commune	commune	PROPN
geoplanning-72246	189	81	,	,	PUNCT
geoplanning-72246	189	82	ba	ba	PROPN
geoplanning-72246	189	83	tri	tri	PROPN
geoplanning-72246	189	84	district	district	PROPN
geoplanning-72246	189	85	have	have	AUX
geoplanning-72246	189	86	been	be	AUX
geoplanning-72246	189	87	eroded	erode	VERB
geoplanning-72246	189	88	which	which	DET
geoplanning-72246	189	89	impact	impact	NOUN
geoplanning-72246	189	90	directly	directly	ADV
geoplanning-72246	189	91	to	to	ADP
geoplanning-72246	189	92	115	115	NUM
geoplanning-72246	189	93	households	household	NOUN
geoplanning-72246	189	94	.	.	PUNCT
geoplanning-72246	190	1	coastal	coastal	ADJ
geoplanning-72246	190	2	erosion	erosion	NOUN
geoplanning-72246	190	3	has	have	AUX
geoplanning-72246	190	4	eaten	eat	VERB
geoplanning-72246	190	5	up	up	ADP
geoplanning-72246	190	6	100	100	NUM
geoplanning-72246	190	7	meters	meter	NOUN
geoplanning-72246	190	8	of	of	ADP
geoplanning-72246	190	9	concrete	concrete	ADJ
geoplanning-72246	190	10	roads	road	NOUN
geoplanning-72246	190	11	,	,	PUNCT
geoplanning-72246	190	12	some	some	DET
geoplanning-72246	190	13	650	650	NUM
geoplanning-72246	190	14	meters	meter	NOUN
geoplanning-72246	190	15	embankments	embankment	NOUN
geoplanning-72246	190	16	and	and	CCONJ
geoplanning-72246	190	17	more	more	ADJ
geoplanning-72246	190	18	than	than	ADP
geoplanning-72246	190	19	535	535	NUM
geoplanning-72246	190	20	hectares	hectare	NOUN
geoplanning-72246	190	21	land	land	NOUN
geoplanning-72246	190	22	.	.	PUNCT
geoplanning-72246	191	1	15	15	NUM
geoplanning-72246	191	2	houses	house	NOUN
geoplanning-72246	191	3	were	be	AUX
geoplanning-72246	191	4	damaged	damage	VERB
geoplanning-72246	191	5	with	with	ADP
geoplanning-72246	191	6	4	4	NUM
geoplanning-72246	191	7	completely	completely	ADV
geoplanning-72246	191	8	collapse	collapse	VERB
geoplanning-72246	191	9	and	and	CCONJ
geoplanning-72246	191	10	11	11	NUM
geoplanning-72246	191	11	families	family	NOUN
geoplanning-72246	191	12	were	be	AUX
geoplanning-72246	191	13	relocated	relocate	VERB
geoplanning-72246	191	14	.	.	PUNCT
geoplanning-72246	192	1	land	land	NOUN
geoplanning-72246	192	2	loss	loss	NOUN
geoplanning-72246	192	3	along	along	ADP
geoplanning-72246	192	4	the	the	DET
geoplanning-72246	192	5	southern	southern	ADJ
geoplanning-72246	192	6	shoreline	shoreline	NOUN
geoplanning-72246	192	7	is	be	AUX
geoplanning-72246	192	8	evident	evident	ADJ
geoplanning-72246	192	9	in	in	ADP
geoplanning-72246	192	10	figure	figure	NOUN
geoplanning-72246	192	11	15	15	NUM
geoplanning-72246	192	12	and	and	CCONJ
geoplanning-72246	192	13	represents	represent	VERB
geoplanning-72246	192	14	a	a	DET
geoplanning-72246	192	15	very	very	ADV
geoplanning-72246	192	16	high	high	ADJ
geoplanning-72246	192	17	rate	rate	NOUN
geoplanning-72246	192	18	of	of	ADP
geoplanning-72246	192	19	erosion	erosion	NOUN
geoplanning-72246	192	20	from	from	ADP
geoplanning-72246	192	21	the	the	DET
geoplanning-72246	192	22	coastline	coastline	NOUN
geoplanning-72246	192	23	.	.	PUNCT
geoplanning-72246	193	1	possible	possible	ADJ
geoplanning-72246	193	2	explanations	explanation	NOUN
geoplanning-72246	193	3	are	be	AUX
geoplanning-72246	193	4	the	the	DET
geoplanning-72246	193	5	wave	wave	NOUN
geoplanning-72246	193	6	action	action	NOUN
geoplanning-72246	193	7	,	,	PUNCT
geoplanning-72246	193	8	tidal	tidal	ADJ
geoplanning-72246	193	9	currents	current	NOUN
geoplanning-72246	193	10	and	and	CCONJ
geoplanning-72246	193	11	sea	sea	NOUN
geoplanning-72246	193	12	-	-	PUNCT
geoplanning-72246	193	13	level	level	NOUN
geoplanning-72246	193	14	rise	rise	NOUN
geoplanning-72246	193	15	and	and	CCONJ
geoplanning-72246	193	16	anthropogenic	anthropogenic	ADJ
geoplanning-72246	193	17	activities	activity	NOUN
geoplanning-72246	193	18	such	such	ADJ
geoplanning-72246	193	19	as	as	ADP
geoplanning-72246	193	20	deforestation	deforestation	NOUN
geoplanning-72246	193	21	.	.	PUNCT
geoplanning-72246	194	1	coastal	coastal	ADJ
geoplanning-72246	194	2	vegetation	vegetation	NOUN
geoplanning-72246	194	3	loss	loss	NOUN
geoplanning-72246	194	4	coupled	couple	VERB
geoplanning-72246	194	5	accelerates	accelerate	VERB
geoplanning-72246	194	6	erosion	erosion	NOUN
geoplanning-72246	194	7	and	and	CCONJ
geoplanning-72246	194	8	sediment	sediment	NOUN
geoplanning-72246	194	9	displacement	displacement	NOUN
geoplanning-72246	194	10	.	.	PUNCT
geoplanning-72246	195	1	bac	bac	PROPN
geoplanning-72246	195	2	lieu	lieu	PROPN
geoplanning-72246	195	3	:	:	PUNCT
geoplanning-72246	195	4	erosion	erosion	NOUN
geoplanning-72246	195	5	has	have	AUX
geoplanning-72246	195	6	taken	take	VERB
geoplanning-72246	195	7	protective	protective	ADJ
geoplanning-72246	195	8	forests	forest	NOUN
geoplanning-72246	195	9	away	away	ADV
geoplanning-72246	195	10	so	so	SCONJ
geoplanning-72246	195	11	the	the	DET
geoplanning-72246	195	12	waves	wave	NOUN
geoplanning-72246	195	13	directly	directly	ADV
geoplanning-72246	195	14	striking	strike	VERB
geoplanning-72246	195	15	the	the	DET
geoplanning-72246	195	16	dikes	dike	NOUN
geoplanning-72246	195	17	,	,	PUNCT
geoplanning-72246	195	18	in	in	ADP
geoplanning-72246	195	19	some	some	DET
geoplanning-72246	195	20	parts	part	NOUN
geoplanning-72246	195	21	.	.	PUNCT
geoplanning-72246	196	1	one	one	NUM
geoplanning-72246	196	2	of	of	ADP
geoplanning-72246	196	3	the	the	DET
geoplanning-72246	196	4	most	most	ADV
geoplanning-72246	196	5	affected	affect	VERB
geoplanning-72246	196	6	areas	area	NOUN
geoplanning-72246	196	7	is	be	AUX
geoplanning-72246	196	8	the	the	DET
geoplanning-72246	196	9	ganh	ganh	PROPN
geoplanning-72246	196	10	hao	hao	PROPN
geoplanning-72246	196	11	.	.	PUNCT
geoplanning-72246	197	1	moreover	moreover	ADV
geoplanning-72246	197	2	,	,	PUNCT
geoplanning-72246	197	3	figure	figure	VERB
geoplanning-72246	197	4	16	16	NUM
geoplanning-72246	197	5	depicts	depict	VERB
geoplanning-72246	197	6	the	the	DET
geoplanning-72246	197	7	shoreline	shoreline	NOUN
geoplanning-72246	197	8	changes	change	NOUN
geoplanning-72246	197	9	to	to	PART
geoplanning-72246	197	10	appear	appear	VERB
geoplanning-72246	197	11	along	along	ADP
geoplanning-72246	197	12	the	the	DET
geoplanning-72246	197	13	southern	southern	ADJ
geoplanning-72246	197	14	coastline	coastline	NOUN
geoplanning-72246	197	15	,	,	PUNCT
geoplanning-72246	197	16	where	where	SCONJ
geoplanning-72246	197	17	land	land	NOUN
geoplanning-72246	197	18	loss	loss	NOUN
geoplanning-72246	197	19	is	be	AUX
geoplanning-72246	197	20	more	more	ADV
geoplanning-72246	197	21	pronounced	pronounced	ADJ
geoplanning-72246	197	22	.	.	PUNCT
geoplanning-72246	198	1	contributing	contribute	VERB
geoplanning-72246	198	2	factors	factor	NOUN
geoplanning-72246	198	3	include	include	VERB
geoplanning-72246	198	4	wave	wave	NOUN
geoplanning-72246	198	5	action	action	NOUN
geoplanning-72246	198	6	,	,	PUNCT
geoplanning-72246	198	7	sediment	sediment	NOUN
geoplanning-72246	198	8	transport	transport	NOUN
geoplanning-72246	198	9	,	,	PUNCT
geoplanning-72246	198	10	tidal	tidal	ADJ
geoplanning-72246	198	11	forces	force	NOUN
geoplanning-72246	198	12	,	,	PUNCT
geoplanning-72246	198	13	and	and	CCONJ
geoplanning-72246	198	14	possible	possible	ADJ
geoplanning-72246	198	15	anthropogenic	anthropogenic	ADJ
geoplanning-72246	198	16	impacts	impact	NOUN
geoplanning-72246	198	17	.	.	PUNCT
geoplanning-72246	199	1	coastal	coastal	ADJ
geoplanning-72246	199	2	vegetation	vegetation	NOUN
geoplanning-72246	199	3	cover	cover	NOUN
geoplanning-72246	199	4	reduces	reduce	NOUN
geoplanning-72246	199	5	,	,	PUNCT
geoplanning-72246	199	6	which	which	PRON
geoplanning-72246	199	7	could	could	AUX
geoplanning-72246	199	8	in	in	ADP
geoplanning-72246	199	9	turn	turn	NOUN
geoplanning-72246	199	10	promote	promote	VERB
geoplanning-72246	199	11	erosion	erosion	NOUN
geoplanning-72246	199	12	by	by	ADP
geoplanning-72246	199	13	sediments	sediment	NOUN
geoplanning-72246	199	14	destabilizing	destabilizing	ADJ
geoplanning-72246	199	15	.	.	PUNCT
geoplanning-72246	200	1	vietnam	vietnam	PROPN
geoplanning-72246	200	2	faces	face	VERB
geoplanning-72246	200	3	an	an	DET
geoplanning-72246	200	4	urgent	urgent	ADJ
geoplanning-72246	200	5	environmental	environmental	ADJ
geoplanning-72246	200	6	and	and	CCONJ
geoplanning-72246	200	7	socio	socio	NOUN
geoplanning-72246	200	8	-	-	PUNCT
geoplanning-72246	200	9	economic	economic	ADJ
geoplanning-72246	200	10	threat	threat	NOUN
geoplanning-72246	200	11	due	due	ADP
geoplanning-72246	200	12	to	to	ADP
geoplanning-72246	200	13	rapid	rapid	ADJ
geoplanning-72246	200	14	coastal	coastal	ADJ
geoplanning-72246	200	15	erosion	erosion	NOUN
geoplanning-72246	200	16	.	.	PUNCT
geoplanning-72246	201	1	the	the	DET
geoplanning-72246	201	2	elimination	elimination	NOUN
geoplanning-72246	201	3	of	of	ADP
geoplanning-72246	201	4	protection	protection	NOUN
geoplanning-72246	201	5	forests	forest	NOUN
geoplanning-72246	201	6	,	,	PUNCT
geoplanning-72246	201	7	farmland	farmland	NOUN
geoplanning-72246	201	8	and	and	CCONJ
geoplanning-72246	201	9	all	all	DET
geoplanning-72246	201	10	-	-	PUNCT
geoplanning-72246	201	11	terrain	terrain	NOUN
geoplanning-72246	201	12	infrastructure	infrastructure	NOUN
geoplanning-72246	201	13	has	have	VERB
geoplanning-72246	201	14	grave	grave	ADJ
geoplanning-72246	201	15	implications	implication	NOUN
geoplanning-72246	201	16	for	for	ADP
geoplanning-72246	201	17	local	local	ADJ
geoplanning-72246	201	18	communities	community	NOUN
geoplanning-72246	201	19	and	and	CCONJ
geoplanning-72246	201	20	the	the	DET
geoplanning-72246	201	21	economy	economy	NOUN
geoplanning-72246	201	22	.	.	PUNCT
geoplanning-72246	202	1	much	much	ADV
geoplanning-72246	202	2	-	-	PUNCT
geoplanning-72246	202	3	needed	need	VERB
geoplanning-72246	202	4	quick	quick	ADJ
geoplanning-72246	202	5	and	and	CCONJ
geoplanning-72246	202	6	effective	effective	ADJ
geoplanning-72246	202	7	mitigation	mitigation	NOUN
geoplanning-72246	202	8	options	option	NOUN
geoplanning-72246	202	9	are	be	AUX
geoplanning-72246	202	10	required	require	VERB
geoplanning-72246	202	11	to	to	PART
geoplanning-72246	202	12	protect	protect	VERB
geoplanning-72246	202	13	and	and	CCONJ
geoplanning-72246	202	14	preserve	preserve	VERB
geoplanning-72246	202	15	vietnam	vietnam	PROPN
geoplanning-72246	202	16	coastline	coastline	NOUN
geoplanning-72246	202	17	from	from	ADP
geoplanning-72246	202	18	development	development	NOUN
geoplanning-72246	202	19	.	.	PUNCT
geoplanning-72246	203	1	from	from	ADP
geoplanning-72246	203	2	the	the	DET
geoplanning-72246	203	3	above	above	ADJ
geoplanning-72246	203	4	analysis	analysis	NOUN
geoplanning-72246	203	5	,	,	PUNCT
geoplanning-72246	203	6	the	the	DET
geoplanning-72246	203	7	main	main	ADJ
geoplanning-72246	203	8	factors	factor	NOUN
geoplanning-72246	203	9	underlying	underlie	VERB
geoplanning-72246	203	10	coastal	coastal	ADJ
geoplanning-72246	203	11	erosion	erosion	NOUN
geoplanning-72246	203	12	in	in	ADP
geoplanning-72246	203	13	vietnam	vietnam	PROPN
geoplanning-72246	203	14	are	be	AUX
geoplanning-72246	203	15	classified	classify	VERB
geoplanning-72246	203	16	into	into	ADP
geoplanning-72246	203	17	natural	natural	ADJ
geoplanning-72246	203	18	factors	factor	NOUN
geoplanning-72246	203	19	and	and	CCONJ
geoplanning-72246	203	20	human	human	NOUN
geoplanning-72246	203	21	-	-	PUNCT
geoplanning-72246	203	22	induced	induce	VERB
geoplanning-72246	203	23	factors	factor	NOUN
geoplanning-72246	203	24	.	.	PUNCT
geoplanning-72246	204	1	figure	figure	VERB
geoplanning-72246	204	2	13	13	NUM
geoplanning-72246	204	3	.	.	PUNCT
geoplanning-72246	205	1	hiep	hiep	PROPN
geoplanning-72246	205	2	thanh	thanh	PROPN
geoplanning-72246	205	3	's	's	PART
geoplanning-72246	205	4	shoreline	shoreline	NOUN
geoplanning-72246	205	5	erosion	erosion	NOUN
geoplanning-72246	205	6	during	during	ADP
geoplanning-72246	205	7	2016	2016	NUM
geoplanning-72246	205	8	–	–	PUNCT
geoplanning-72246	205	9	2021	2021	NUM
geoplanning-72246	205	10	figure	figure	NOUN
geoplanning-72246	205	11	14	14	NUM
geoplanning-72246	205	12	.	.	PUNCT
geoplanning-72246	206	1	tam	tam	PROPN
geoplanning-72246	206	2	giang	giang	PROPN
geoplanning-72246	206	3	tay	tay	PROPN
geoplanning-72246	206	4	's	's	PART
geoplanning-72246	206	5	shoreline	shoreline	NOUN
geoplanning-72246	206	6	erosion	erosion	NOUN
geoplanning-72246	206	7	during	during	ADP
geoplanning-72246	206	8	2016	2016	NUM
geoplanning-72246	206	9	–	–	PUNCT
geoplanning-72246	206	10	2021	2021	NUM
geoplanning-72246	206	11	(	(	PUNCT
geoplanning-72246	206	12	a	a	NOUN
geoplanning-72246	206	13	)	)	PUNCT
geoplanning-72246	206	14	(	(	PUNCT
geoplanning-72246	206	15	b	b	X
geoplanning-72246	206	16	)	)	PUNCT
geoplanning-72246	206	17	(	(	PUNCT
geoplanning-72246	206	18	c	c	X
geoplanning-72246	206	19	)	)	PUNCT
geoplanning-72246	206	20	(	(	PUNCT
geoplanning-72246	206	21	d	d	X
geoplanning-72246	206	22	)	)	PUNCT
geoplanning-72246	206	23	(	(	PUNCT
geoplanning-72246	206	24	e	e	NOUN
geoplanning-72246	206	25	)	)	PUNCT
geoplanning-72246	206	26	(	(	PUNCT
geoplanning-72246	206	27	f	f	X
geoplanning-72246	206	28	)	)	PUNCT
geoplanning-72246	206	29	(	(	PUNCT
geoplanning-72246	206	30	a	a	X
geoplanning-72246	206	31	)	)	PUNCT
geoplanning-72246	206	32	(	(	PUNCT
geoplanning-72246	206	33	b	b	X
geoplanning-72246	206	34	)	)	PUNCT
geoplanning-72246	206	35	(	(	PUNCT
geoplanning-72246	206	36	c	c	X
geoplanning-72246	206	37	)	)	PUNCT
geoplanning-72246	206	38	(	(	PUNCT
geoplanning-72246	206	39	d	d	X
geoplanning-72246	206	40	)	)	PUNCT
geoplanning-72246	206	41	(	(	PUNCT
geoplanning-72246	206	42	e	e	NOUN
geoplanning-72246	206	43	)	)	PUNCT
geoplanning-72246	206	44	(	(	PUNCT
geoplanning-72246	206	45	f	f	X
geoplanning-72246	206	46	)	)	PUNCT
geoplanning-72246	206	47	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PROPN
geoplanning-72246	207	1	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	NUM
geoplanning-72246	207	2	tran	tran	NOUN
geoplanning-72246	207	3	and	and	CCONJ
geoplanning-72246	207	4	nguyen	nguyen	NOUN
geoplanning-72246	207	5	/	/	SYM
geoplanning-72246	207	6	geoplanning	geoplanning	NOUN
geoplanning-72246	207	7	:	:	PUNCT
geoplanning-72246	207	8	journal	journal	NOUN
geoplanning-72246	207	9	of	of	ADP
geoplanning-72246	207	10	geomatics	geomatics	PROPN
geoplanning-72246	207	11	and	and	CCONJ
geoplanning-72246	207	12	planning	planning	NOUN
geoplanning-72246	207	13	,	,	PUNCT
geoplanning-72246	207	14	vol	vol	NOUN
geoplanning-72246	207	15	12	12	NUM
geoplanning-72246	207	16	,	,	PUNCT
geoplanning-72246	207	17	no	no	DET
geoplanning-72246	207	18	2	2	NUM
geoplanning-72246	207	19	,	,	PUNCT
geoplanning-72246	207	20	2025	2025	NUM
geoplanning-72246	207	21	,	,	PUNCT
geoplanning-72246	207	22	139	139	NUM
geoplanning-72246	207	23	-	-	SYM
geoplanning-72246	207	24	158	158	NUM
geoplanning-72246	207	25	doi	doi	NOUN
geoplanning-72246	207	26	:	:	PUNCT
geoplanning-72246	207	27	10.14710	10.14710	NUM
geoplanning-72246	207	28	/	/	SYM
geoplanning-72246	207	29	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	207	30	-	-	PUNCT
geoplanning-72246	207	31	158	158	NUM
geoplanning-72246	207	32	150	150	NUM
geoplanning-72246	207	33	the	the	DET
geoplanning-72246	207	34	impacts	impact	NOUN
geoplanning-72246	207	35	of	of	ADP
geoplanning-72246	207	36	climate	climate	NOUN
geoplanning-72246	207	37	change	change	NOUN
geoplanning-72246	207	38	on	on	ADP
geoplanning-72246	207	39	coastal	coastal	ADJ
geoplanning-72246	207	40	erosion	erosion	NOUN
geoplanning-72246	207	41	include	include	VERB
geoplanning-72246	207	42	;	;	PUNCT
geoplanning-72246	207	43	(	(	PUNCT
geoplanning-72246	207	44	1	1	X
geoplanning-72246	207	45	)	)	PUNCT
geoplanning-72246	207	46	porosity	porosity	NOUN
geoplanning-72246	207	47	of	of	ADP
geoplanning-72246	207	48	soil	soil	NOUN
geoplanning-72246	207	49	is	be	AUX
geoplanning-72246	207	50	essential	essential	ADJ
geoplanning-72246	207	51	for	for	ADP
geoplanning-72246	207	52	its	its	PRON
geoplanning-72246	207	53	wateruptake	wateruptake	NOUN
geoplanning-72246	207	54	and	and	CCONJ
geoplanning-72246	207	55	-drainage	-drainage	NOUN
geoplanning-72246	207	56	soil	soil	NOUN
geoplanning-72246	207	57	porosity	porosity	NOUN
geoplanning-72246	207	58	,	,	PUNCT
geoplanning-72246	207	59	such	such	ADJ
geoplanning-72246	207	60	as	as	ADP
geoplanning-72246	207	61	in	in	ADP
geoplanning-72246	207	62	poorly	poorly	ADV
geoplanning-72246	207	63	drained	drain	VERB
geoplanning-72246	207	64	soil	soil	NOUN
geoplanning-72246	207	65	or	or	CCONJ
geoplanning-72246	207	66	compacted	compact	VERB
geoplanning-72246	207	67	clay	clay	NOUN
geoplanning-72246	207	68	soils	soil	NOUN
geoplanning-72246	207	69	,	,	PUNCT
geoplanning-72246	207	70	restricts	restrict	VERB
geoplanning-72246	207	71	the	the	DET
geoplanning-72246	207	72	infiltration	infiltration	NOUN
geoplanning-72246	207	73	of	of	ADP
geoplanning-72246	207	74	water	water	NOUN
geoplanning-72246	207	75	(	(	PUNCT
geoplanning-72246	207	76	nearing	near	VERB
geoplanning-72246	207	77	et	et	NOUN
geoplanning-72246	207	78	al	al	PROPN
geoplanning-72246	207	79	.	.	PROPN
geoplanning-72246	207	80	,	,	PUNCT
geoplanning-72246	207	81	1989	1989	NUM
geoplanning-72246	207	82	;	;	PUNCT
geoplanning-72246	207	83	toy	toy	NOUN
geoplanning-72246	207	84	et	et	PROPN
geoplanning-72246	207	85	al	al	PROPN
geoplanning-72246	207	86	.	.	PROPN
geoplanning-72246	207	87	,	,	PUNCT
geoplanning-72246	207	88	2002	2002	NUM
geoplanning-72246	207	89	)	)	PUNCT
geoplanning-72246	207	90	.	.	PUNCT
geoplanning-72246	208	1	high	high	ADJ
geoplanning-72246	208	2	porosity	porosity	NOUN
geoplanning-72246	208	3	soils	soil	NOUN
geoplanning-72246	208	4	like	like	ADP
geoplanning-72246	208	5	sand	sand	NOUN
geoplanning-72246	208	6	drain	drain	NOUN
geoplanning-72246	208	7	more	more	ADV
geoplanning-72246	208	8	freely	freely	ADV
geoplanning-72246	208	9	.	.	PUNCT
geoplanning-72246	209	1	sandy	sandy	ADJ
geoplanning-72246	209	2	soils	soil	NOUN
geoplanning-72246	209	3	have	have	VERB
geoplanning-72246	209	4	high	high	ADJ
geoplanning-72246	209	5	porosity	porosity	NOUN
geoplanning-72246	209	6	,	,	PUNCT
geoplanning-72246	209	7	which	which	PRON
geoplanning-72246	209	8	encourage	encourage	VERB
geoplanning-72246	209	9	quick	quick	ADJ
geoplanning-72246	209	10	water	water	NOUN
geoplanning-72246	209	11	entry	entry	NOUN
geoplanning-72246	209	12	low	low	ADJ
geoplanning-72246	209	13	porosity	porosity	NOUN
geoplanning-72246	209	14	,	,	PUNCT
geoplanning-72246	209	15	such	such	ADJ
geoplanning-72246	209	16	as	as	ADP
geoplanning-72246	209	17	compacted	compact	VERB
geoplanning-72246	209	18	clay	clay	NOUN
geoplanning-72246	209	19	low	low	ADJ
geoplanning-72246	209	20	soil	soil	NOUN
geoplanning-72246	209	21	waterinfiltration	waterinfiltration	NOUN
geoplanning-72246	209	22	,	,	PUNCT
geoplanning-72246	209	23	can	can	AUX
geoplanning-72246	209	24	cause	cause	VERB
geoplanning-72246	209	25	surface	surface	NOUN
geoplanning-72246	209	26	runoff	runoff	NOUN
geoplanning-72246	209	27	and	and	CCONJ
geoplanning-72246	209	28	further	further	ADJ
geoplanning-72246	209	29	erosion	erosion	NOUN
geoplanning-72246	209	30	high	high	ADJ
geoplanning-72246	209	31	-	-	PUNCT
geoplanning-72246	209	32	porosity	porosity	NOUN
geoplanning-72246	209	33	soils	soil	NOUN
geoplanning-72246	209	34	,	,	PUNCT
geoplanning-72246	209	35	like	like	ADP
geoplanning-72246	209	36	sandy	sandy	ADJ
geoplanning-72246	209	37	ones	one	NOUN
geoplanning-72246	209	38	,	,	PUNCT
geoplanning-72246	209	39	increase	increase	VERB
geoplanning-72246	209	40	water	water	NOUN
geoplanning-72246	209	41	infiltration	infiltration	NOUN
geoplanning-72246	209	42	for	for	ADP
geoplanning-72246	209	43	example	example	NOUN
geoplanning-72246	209	44	,	,	PUNCT
geoplanning-72246	209	45	this	this	PRON
geoplanning-72246	209	46	can	can	AUX
geoplanning-72246	209	47	help	help	VERB
geoplanning-72246	209	48	reduce	reduce	VERB
geoplanning-72246	209	49	surface	surface	NOUN
geoplanning-72246	209	50	erosion	erosion	NOUN
geoplanning-72246	209	51	(	(	PUNCT
geoplanning-72246	209	52	lal	lal	PROPN
geoplanning-72246	209	53	&	&	CCONJ
geoplanning-72246	209	54	stewart	stewart	PROPN
geoplanning-72246	209	55	,	,	PUNCT
geoplanning-72246	209	56	2018	2018	NUM
geoplanning-72246	209	57	;	;	PUNCT
geoplanning-72246	209	58	shukla	shukla	NOUN
geoplanning-72246	209	59	,	,	PUNCT
geoplanning-72246	209	60	2003	2003	NUM
geoplanning-72246	209	61	)	)	PUNCT
geoplanning-72246	209	62	;	;	PUNCT
geoplanning-72246	209	63	(	(	PUNCT
geoplanning-72246	209	64	2	2	X
geoplanning-72246	209	65	)	)	PUNCT
geoplanning-72246	209	66	the	the	DET
geoplanning-72246	209	67	high	high	ADJ
geoplanning-72246	209	68	tides	tide	NOUN
geoplanning-72246	209	69	,	,	PUNCT
geoplanning-72246	209	70	mainly	mainly	ADV
geoplanning-72246	209	71	occurring	occur	VERB
geoplanning-72246	209	72	during	during	ADP
geoplanning-72246	209	73	storm	storm	NOUN
geoplanning-72246	209	74	surges	surge	NOUN
geoplanning-72246	209	75	increase	increase	VERB
geoplanning-72246	209	76	wave	wave	NOUN
geoplanning-72246	209	77	energy	energy	NOUN
geoplanning-72246	209	78	over	over	ADP
geoplanning-72246	209	79	coastal	coastal	ADJ
geoplanning-72246	209	80	erosion	erosion	NOUN
geoplanning-72246	209	81	including	include	VERB
geoplanning-72246	209	82	elevated	elevate	VERB
geoplanning-72246	209	83	tides	tide	NOUN
geoplanning-72246	209	84	exacerbated	exacerbate	VERB
geoplanning-72246	209	85	by	by	ADP
geoplanning-72246	209	86	storm	storm	NOUN
geoplanning-72246	209	87	surges	surge	NOUN
geoplanning-72246	209	88	(	(	PUNCT
geoplanning-72246	209	89	komar	komar	NOUN
geoplanning-72246	209	90	,	,	PUNCT
geoplanning-72246	209	91	1977	1977	NUM
geoplanning-72246	209	92	;	;	PUNCT
geoplanning-72246	209	93	masselink	masselink	VERB
geoplanning-72246	209	94	et	et	PROPN
geoplanning-72246	209	95	al	al	PROPN
geoplanning-72246	209	96	.	.	PROPN
geoplanning-72246	209	97	,	,	PUNCT
geoplanning-72246	209	98	2014	2014	NUM
geoplanning-72246	209	99	;	;	PUNCT
geoplanning-72246	209	100	pugh	pugh	PROPN
geoplanning-72246	209	101	,	,	PUNCT
geoplanning-72246	209	102	2004	2004	NUM
geoplanning-72246	209	103	)	)	PUNCT
geoplanning-72246	209	104	.	.	PUNCT
geoplanning-72246	210	1	variations	variation	NOUN
geoplanning-72246	210	2	in	in	ADP
geoplanning-72246	210	3	tidal	tidal	ADJ
geoplanning-72246	210	4	level	level	NOUN
geoplanning-72246	210	5	will	will	AUX
geoplanning-72246	210	6	also	also	ADV
geoplanning-72246	210	7	change	change	VERB
geoplanning-72246	210	8	the	the	DET
geoplanning-72246	210	9	amount	amount	NOUN
geoplanning-72246	210	10	of	of	ADP
geoplanning-72246	210	11	shoreward	shoreward	ADJ
geoplanning-72246	210	12	march	march	NOUN
geoplanning-72246	210	13	waves	wave	NOUN
geoplanning-72246	210	14	may	may	AUX
geoplanning-72246	210	15	attain	attain	VERB
geoplanning-72246	210	16	onto	onto	ADP
geoplanning-72246	210	17	the	the	DET
geoplanning-72246	210	18	shore	shore	NOUN
geoplanning-72246	210	19	(	(	PUNCT
geoplanning-72246	210	20	nicholls	nicholls	PROPN
geoplanning-72246	210	21	&	&	CCONJ
geoplanning-72246	210	22	cazenave	cazenave	PROPN
geoplanning-72246	210	23	,	,	PUNCT
geoplanning-72246	210	24	2010	2010	NUM
geoplanning-72246	210	25	)	)	PUNCT
geoplanning-72246	210	26	.	.	PUNCT
geoplanning-72246	211	1	(	(	PUNCT
geoplanning-72246	211	2	3	3	X
geoplanning-72246	211	3	)	)	PUNCT
geoplanning-72246	211	4	monsoon	monsoon	NOUN
geoplanning-72246	211	5	winds	wind	NOUN
geoplanning-72246	211	6	stir	stir	VERB
geoplanning-72246	211	7	up	up	ADP
geoplanning-72246	211	8	and	and	CCONJ
geoplanning-72246	211	9	move	move	VERB
geoplanning-72246	211	10	more	more	ADJ
geoplanning-72246	211	11	sediment	sediment	NOUN
geoplanning-72246	211	12	giving	give	VERB
geoplanning-72246	211	13	greater	great	ADJ
geoplanning-72246	211	14	displacement	displacement	NOUN
geoplanning-72246	211	15	in	in	ADP
geoplanning-72246	211	16	conjunction	conjunction	NOUN
geoplanning-72246	211	17	with	with	ADP
geoplanning-72246	211	18	faster	fast	ADJ
geoplanning-72246	211	19	shoreline	shoreline	NOUN
geoplanning-72246	211	20	retreat	retreat	NOUN
geoplanning-72246	211	21	(	(	PUNCT
geoplanning-72246	211	22	anthony	anthony	PROPN
geoplanning-72246	211	23	et	et	PROPN
geoplanning-72246	211	24	al	al	PROPN
geoplanning-72246	211	25	.	.	PROPN
geoplanning-72246	211	26	,	,	PUNCT
geoplanning-72246	211	27	2021	2021	NUM
geoplanning-72246	211	28	;	;	PUNCT
geoplanning-72246	211	29	masselink	masselink	VERB
geoplanning-72246	211	30	et	et	PROPN
geoplanning-72246	211	31	al	al	PROPN
geoplanning-72246	211	32	.	.	PROPN
geoplanning-72246	211	33	,	,	PUNCT
geoplanning-72246	211	34	2014	2014	NUM
geoplanning-72246	211	35	)	)	PUNCT
geoplanning-72246	211	36	;	;	PUNCT
geoplanning-72246	211	37	(	(	PUNCT
geoplanning-72246	211	38	4	4	X
geoplanning-72246	211	39	)	)	PUNCT
geoplanning-72246	211	40	persistent	persistent	ADJ
geoplanning-72246	211	41	or	or	CCONJ
geoplanning-72246	211	42	heavy	heavy	ADJ
geoplanning-72246	211	43	rainfall	rainfall	NOUN
geoplanning-72246	211	44	increase	increase	NOUN
geoplanning-72246	211	45	runoff	runoff	NOUN
geoplanning-72246	211	46	,	,	PUNCT
geoplanning-72246	211	47	exacerbating	exacerbate	VERB
geoplanning-72246	211	48	the	the	DET
geoplanning-72246	211	49	erosion	erosion	NOUN
geoplanning-72246	211	50	of	of	ADP
geoplanning-72246	211	51	beaches	beach	NOUN
geoplanning-72246	211	52	and	and	CCONJ
geoplanning-72246	211	53	coastal	coastal	ADJ
geoplanning-72246	211	54	cliffs	cliff	NOUN
geoplanning-72246	211	55	.	.	PUNCT
geoplanning-72246	212	1	turbulent	turbulent	ADJ
geoplanning-72246	212	2	runoff	runoff	NOUN
geoplanning-72246	212	3	loosens	loosen	VERB
geoplanning-72246	212	4	soil	soil	NOUN
geoplanning-72246	212	5	structure	structure	NOUN
geoplanning-72246	212	6	,	,	PUNCT
geoplanning-72246	212	7	lower	low	ADJ
geoplanning-72246	212	8	rain	rain	NOUN
geoplanning-72246	212	9	intensities	intensity	NOUN
geoplanning-72246	212	10	(	(	PUNCT
geoplanning-72246	212	11	~100	~100	NUM
geoplanning-72246	212	12	%	%	NOUN
geoplanning-72246	212	13	)	)	PUNCT
geoplanning-72246	212	14	and	and	CCONJ
geoplanning-72246	212	15	thus	thus	ADV
geoplanning-72246	212	16	make	make	VERB
geoplanning-72246	212	17	the	the	DET
geoplanning-72246	212	18	coastal	coastal	ADJ
geoplanning-72246	212	19	slopes	slope	NOUN
geoplanning-72246	212	20	prone	prone	ADJ
geoplanning-72246	212	21	to	to	ADP
geoplanning-72246	212	22	severe	severe	ADJ
geoplanning-72246	212	23	slope	slope	NOUN
geoplanning-72246	212	24	failures	failure	NOUN
geoplanning-72246	212	25	and	and	CCONJ
geoplanning-72246	212	26	associated	associate	VERB
geoplanning-72246	212	27	sediment	sediment	NOUN
geoplanning-72246	212	28	transport	transport	NOUN
geoplanning-72246	212	29	downstream	downstream	ADV
geoplanning-72246	212	30	to	to	ADP
geoplanning-72246	212	31	the	the	DET
geoplanning-72246	212	32	ocean	ocean	NOUN
geoplanning-72246	212	33	(	(	PUNCT
geoplanning-72246	212	34	collins	collins	PROPN
geoplanning-72246	212	35	&	&	CCONJ
geoplanning-72246	212	36	sitar	sitar	NOUN
geoplanning-72246	212	37	,	,	PUNCT
geoplanning-72246	212	38	2008	2008	NUM
geoplanning-72246	212	39	;	;	PUNCT
geoplanning-72246	212	40	crozier	crozier	PROPN
geoplanning-72246	212	41	,	,	PUNCT
geoplanning-72246	212	42	2010	2010	NUM
geoplanning-72246	212	43	;	;	PUNCT
geoplanning-72246	212	44	sidle	sidle	NOUN
geoplanning-72246	212	45	&	&	CCONJ
geoplanning-72246	212	46	bogaard	bogaard	ADJ
geoplanning-72246	212	47	,	,	PUNCT
geoplanning-72246	212	48	2016	2016	NUM
geoplanning-72246	212	49	)	)	PUNCT
geoplanning-72246	212	50	;	;	PUNCT
geoplanning-72246	212	51	(	(	PUNCT
geoplanning-72246	212	52	5	5	X
geoplanning-72246	212	53	)	)	PUNCT
geoplanning-72246	212	54	storm	storm	NOUN
geoplanning-72246	212	55	events	event	NOUN
geoplanning-72246	212	56	significantly	significantly	ADV
geoplanning-72246	212	57	impact	impact	VERB
geoplanning-72246	212	58	on	on	ADP
geoplanning-72246	212	59	coastal	coastal	ADJ
geoplanning-72246	212	60	erosion	erosion	NOUN
geoplanning-72246	212	61	.	.	PUNCT
geoplanning-72246	213	1	at	at	ADP
geoplanning-72246	213	2	the	the	DET
geoplanning-72246	213	3	same	same	ADJ
geoplanning-72246	213	4	time	time	NOUN
geoplanning-72246	213	5	,	,	PUNCT
geoplanning-72246	213	6	the	the	DET
geoplanning-72246	213	7	event	event	NOUN
geoplanning-72246	213	8	surges	surge	VERB
geoplanning-72246	213	9	elevate	elevate	VERB
geoplanning-72246	213	10	sea	sea	NOUN
geoplanning-72246	213	11	levels	level	NOUN
geoplanning-72246	213	12	,	,	PUNCT
geoplanning-72246	213	13	facilitating	facilitate	VERB
geoplanning-72246	213	14	the	the	DET
geoplanning-72246	213	15	rapid	rapid	ADJ
geoplanning-72246	213	16	movement	movement	NOUN
geoplanning-72246	213	17	of	of	ADP
geoplanning-72246	213	18	sediments	sediment	NOUN
geoplanning-72246	213	19	and	and	CCONJ
geoplanning-72246	213	20	the	the	DET
geoplanning-72246	213	21	degradation	degradation	NOUN
geoplanning-72246	213	22	of	of	ADP
geoplanning-72246	213	23	coastal	coastal	ADJ
geoplanning-72246	213	24	formations	formation	NOUN
geoplanning-72246	213	25	(	(	PUNCT
geoplanning-72246	213	26	sallenger	sallenger	NOUN
geoplanning-72246	213	27	jr	jr	PROPN
geoplanning-72246	213	28	,	,	PUNCT
geoplanning-72246	213	29	2000	2000	NUM
geoplanning-72246	213	30	;	;	PUNCT
geoplanning-72246	214	1	zhang	zhang	PROPN
geoplanning-72246	214	2	et	et	PROPN
geoplanning-72246	214	3	al	al	PROPN
geoplanning-72246	214	4	.	.	PROPN
geoplanning-72246	214	5	,	,	PUNCT
geoplanning-72246	214	6	2004	2004	NUM
geoplanning-72246	214	7	)	)	PUNCT
geoplanning-72246	214	8	.	.	PUNCT
geoplanning-72246	215	1	(	(	PUNCT
geoplanning-72246	215	2	6	6	X
geoplanning-72246	215	3	)	)	PUNCT
geoplanning-72246	215	4	coastal	coastal	ADJ
geoplanning-72246	215	5	geomorphology	geomorphology	NOUN
geoplanning-72246	215	6	(	(	PUNCT
geoplanning-72246	215	7	shore	shore	NOUN
geoplanning-72246	215	8	face	face	NOUN
geoplanning-72246	215	9	)	)	PUNCT
geoplanning-72246	215	10	gradient	gradient	NOUN
geoplanning-72246	215	11	drives	drive	VERB
geoplanning-72246	215	12	erosion	erosion	NOUN
geoplanning-72246	215	13	rates	rate	NOUN
geoplanning-72246	215	14	;	;	PUNCT
geoplanning-72246	215	15	steeper	steep	ADJ
geoplanning-72246	215	16	slopes	slope	NOUN
geoplanning-72246	215	17	induce	induce	VERB
geoplanning-72246	215	18	greater	great	ADJ
geoplanning-72246	215	19	longshore	longshore	ADJ
geoplanning-72246	215	20	sediment	sediment	NOUN
geoplanning-72246	215	21	transport	transport	NOUN
geoplanning-72246	215	22	due	due	ADP
geoplanning-72246	215	23	to	to	ADP
geoplanning-72246	215	24	the	the	DET
geoplanning-72246	215	25	force	force	NOUN
geoplanning-72246	215	26	of	of	ADP
geoplanning-72246	215	27	gravity	gravity	NOUN
geoplanning-72246	215	28	(	(	PUNCT
geoplanning-72246	215	29	bird	bird	NOUN
geoplanning-72246	215	30	,	,	PUNCT
geoplanning-72246	215	31	2008	2008	NUM
geoplanning-72246	215	32	;	;	PUNCT
geoplanning-72246	215	33	cowell	cowell	PROPN
geoplanning-72246	215	34	&	&	CCONJ
geoplanning-72246	215	35	thom	thom	PROPN
geoplanning-72246	215	36	,	,	PUNCT
geoplanning-72246	215	37	2006	2006	NUM
geoplanning-72246	215	38	)	)	PUNCT
geoplanning-72246	215	39	.	.	PUNCT
geoplanning-72246	216	1	in	in	ADP
geoplanning-72246	216	2	contrast	contrast	NOUN
geoplanning-72246	216	3	,	,	PUNCT
geoplanning-72246	216	4	more	more	ADV
geoplanning-72246	216	5	slowly	slowly	ADV
geoplanning-72246	216	6	eroding	erode	VERB
geoplanning-72246	216	7	coastlines	coastline	NOUN
geoplanning-72246	216	8	may	may	AUX
geoplanning-72246	216	9	deposit	deposit	VERB
geoplanning-72246	216	10	and	and	CCONJ
geoplanning-72246	216	11	accumulate	accumulate	VERB
geoplanning-72246	216	12	sediments	sediment	NOUN
geoplanning-72246	216	13	(	(	PUNCT
geoplanning-72246	216	14	masselink	masselink	NOUN
geoplanning-72246	216	15	et	et	PROPN
geoplanning-72246	216	16	al	al	PROPN
geoplanning-72246	216	17	.	.	PROPN
geoplanning-72246	216	18	,	,	PUNCT
geoplanning-72246	216	19	2014	2014	NUM
geoplanning-72246	216	20	)	)	PUNCT
geoplanning-72246	216	21	;	;	PUNCT
geoplanning-72246	216	22	(	(	PUNCT
geoplanning-72246	216	23	7	7	X
geoplanning-72246	216	24	)	)	PUNCT
geoplanning-72246	216	25	increased	increase	VERB
geoplanning-72246	216	26	wave	wave	NOUN
geoplanning-72246	216	27	heights	height	NOUN
geoplanning-72246	216	28	drive	drive	VERB
geoplanning-72246	216	29	the	the	DET
geoplanning-72246	216	30	most	most	ADV
geoplanning-72246	216	31	enhanced	enhance	VERB
geoplanning-72246	216	32	erosion	erosion	NOUN
geoplanning-72246	216	33	due	due	ADP
geoplanning-72246	216	34	to	to	ADP
geoplanning-72246	216	35	wave	wave	VERB
geoplanning-72246	216	36	forces	force	NOUN
geoplanning-72246	216	37	on	on	ADP
geoplanning-72246	216	38	coastal	coastal	ADJ
geoplanning-72246	216	39	landscapes	landscape	NOUN
geoplanning-72246	216	40	(	(	PUNCT
geoplanning-72246	216	41	komar	komar	PROPN
geoplanning-72246	216	42	,	,	PUNCT
geoplanning-72246	216	43	1977	1977	NUM
geoplanning-72246	216	44	;	;	PUNCT
geoplanning-72246	216	45	masselink	masselink	VERB
geoplanning-72246	216	46	et	et	PROPN
geoplanning-72246	216	47	al	al	PROPN
geoplanning-72246	216	48	.	.	PROPN
geoplanning-72246	216	49	,	,	PUNCT
geoplanning-72246	216	50	2014	2014	NUM
geoplanning-72246	216	51	)	)	PUNCT
geoplanning-72246	216	52	.	.	PUNCT
geoplanning-72246	217	1	continuous	continuous	ADJ
geoplanning-72246	217	2	wave	wave	NOUN
geoplanning-72246	217	3	action	action	NOUN
geoplanning-72246	217	4	has	have	VERB
geoplanning-72246	217	5	an	an	DET
geoplanning-72246	217	6	important	important	ADJ
geoplanning-72246	217	7	influence	influence	NOUN
geoplanning-72246	217	8	in	in	ADP
geoplanning-72246	217	9	the	the	DET
geoplanning-72246	217	10	horizontal	horizontal	ADJ
geoplanning-72246	217	11	re	re	NOUN
geoplanning-72246	217	12	-	-	NOUN
geoplanning-72246	217	13	suspension	suspension	NOUN
geoplanning-72246	217	14	of	of	ADP
geoplanning-72246	217	15	sediments	sediment	NOUN
geoplanning-72246	217	16	,	,	PUNCT
geoplanning-72246	217	17	figure	figure	VERB
geoplanning-72246	217	18	15	15	NUM
geoplanning-72246	217	19	.	.	PUNCT
geoplanning-72246	218	1	bao	bao	PROPN
geoplanning-72246	218	2	thuan	thuan	PROPN
geoplanning-72246	218	3	's	's	PART
geoplanning-72246	218	4	shoreline	shoreline	NOUN
geoplanning-72246	218	5	erosion	erosion	NOUN
geoplanning-72246	218	6	during	during	ADP
geoplanning-72246	218	7	2016	2016	NUM
geoplanning-72246	218	8	–	–	PUNCT
geoplanning-72246	218	9	2021	2021	NUM
geoplanning-72246	218	10	figure	figure	NOUN
geoplanning-72246	218	11	16	16	NUM
geoplanning-72246	218	12	.	.	PUNCT
geoplanning-72246	219	1	ganhhao	ganhhao	VERB
geoplanning-72246	219	2	shoreline	shoreline	NOUN
geoplanning-72246	219	3	erosion	erosion	NOUN
geoplanning-72246	219	4	during	during	ADP
geoplanning-72246	219	5	2016	2016	NUM
geoplanning-72246	219	6	-	-	SYM
geoplanning-72246	219	7	2021	2021	NUM
geoplanning-72246	219	8	(	(	PUNCT
geoplanning-72246	219	9	a	a	NOUN
geoplanning-72246	219	10	)	)	PUNCT
geoplanning-72246	219	11	(	(	PUNCT
geoplanning-72246	219	12	b	b	X
geoplanning-72246	219	13	)	)	PUNCT
geoplanning-72246	219	14	(	(	PUNCT
geoplanning-72246	219	15	c	c	X
geoplanning-72246	219	16	)	)	PUNCT
geoplanning-72246	219	17	(	(	PUNCT
geoplanning-72246	219	18	d	d	X
geoplanning-72246	219	19	)	)	PUNCT
geoplanning-72246	219	20	(	(	PUNCT
geoplanning-72246	219	21	e	e	NOUN
geoplanning-72246	219	22	)	)	PUNCT
geoplanning-72246	219	23	(	(	PUNCT
geoplanning-72246	219	24	f	f	X
geoplanning-72246	219	25	)	)	PUNCT
geoplanning-72246	219	26	(	(	PUNCT
geoplanning-72246	219	27	a	a	X
geoplanning-72246	219	28	)	)	PUNCT
geoplanning-72246	219	29	(	(	PUNCT
geoplanning-72246	219	30	b	b	X
geoplanning-72246	219	31	)	)	PUNCT
geoplanning-72246	219	32	(	(	PUNCT
geoplanning-72246	219	33	c	c	X
geoplanning-72246	219	34	)	)	PUNCT
geoplanning-72246	219	35	(	(	PUNCT
geoplanning-72246	219	36	d	d	X
geoplanning-72246	219	37	)	)	PUNCT
geoplanning-72246	219	38	(	(	PUNCT
geoplanning-72246	219	39	e	e	NOUN
geoplanning-72246	219	40	)	)	PUNCT
geoplanning-72246	219	41	(	(	PUNCT
geoplanning-72246	219	42	f	f	X
geoplanning-72246	219	43	)	)	PUNCT
geoplanning-72246	219	44	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PROPN
geoplanning-72246	220	1	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	NUM
geoplanning-72246	220	2	tran	tran	NOUN
geoplanning-72246	220	3	and	and	CCONJ
geoplanning-72246	220	4	nguyen	nguyen	NOUN
geoplanning-72246	220	5	/	/	SYM
geoplanning-72246	220	6	geoplanning	geoplanning	NOUN
geoplanning-72246	220	7	:	:	PUNCT
geoplanning-72246	220	8	journal	journal	NOUN
geoplanning-72246	220	9	of	of	ADP
geoplanning-72246	220	10	geomatics	geomatics	PROPN
geoplanning-72246	220	11	and	and	CCONJ
geoplanning-72246	220	12	planning	planning	NOUN
geoplanning-72246	220	13	,	,	PUNCT
geoplanning-72246	220	14	vol	vol	NOUN
geoplanning-72246	220	15	12	12	NUM
geoplanning-72246	220	16	,	,	PUNCT
geoplanning-72246	220	17	no	no	DET
geoplanning-72246	220	18	2	2	NUM
geoplanning-72246	220	19	,	,	PUNCT
geoplanning-72246	220	20	2025	2025	NUM
geoplanning-72246	220	21	,	,	PUNCT
geoplanning-72246	220	22	139	139	NUM
geoplanning-72246	220	23	-	-	SYM
geoplanning-72246	220	24	158	158	NUM
geoplanning-72246	220	25	doi	doi	NOUN
geoplanning-72246	220	26	:	:	PUNCT
geoplanning-72246	220	27	10.14710	10.14710	NUM
geoplanning-72246	220	28	/	/	SYM
geoplanning-72246	220	29	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	220	30	-	-	PUNCT
geoplanning-72246	220	31	158	158	NUM
geoplanning-72246	220	32	151	151	NUM
geoplanning-72246	220	33	therefore	therefore	ADV
geoplanning-72246	220	34	moving	move	VERB
geoplanning-72246	220	35	materials	material	NOUN
geoplanning-72246	220	36	up	up	ADP
geoplanning-72246	220	37	and	and	CCONJ
geoplanning-72246	220	38	over	over	ADP
geoplanning-72246	220	39	shore	shore	PROPN
geoplanning-72246	220	40	(	(	PUNCT
geoplanning-72246	220	41	cowell	cowell	PROPN
geoplanning-72246	220	42	&	&	CCONJ
geoplanning-72246	220	43	thom	thom	PROPN
geoplanning-72246	220	44	,	,	PUNCT
geoplanning-72246	220	45	2006	2006	NUM
geoplanning-72246	220	46	)	)	PUNCT
geoplanning-72246	220	47	;	;	PUNCT
geoplanning-72246	220	48	(	(	PUNCT
geoplanning-72246	220	49	8)	8)	NUM
geoplanning-72246	220	50	sea	sea	NOUN
geoplanning-72246	220	51	level	level	NOUN
geoplanning-72246	220	52	rise	rise	NOUN
geoplanning-72246	220	53	slowly	slowly	ADV
geoplanning-72246	220	54	submerges	submerge	VERB
geoplanning-72246	220	55	the	the	DET
geoplanning-72246	220	56	coastal	coastal	ADJ
geoplanning-72246	220	57	areas	area	NOUN
geoplanning-72246	220	58	and	and	CCONJ
geoplanning-72246	220	59	amplify	amplify	VERB
geoplanning-72246	220	60	chronic	chronic	ADJ
geoplanning-72246	220	61	erosion	erosion	NOUN
geoplanning-72246	220	62	.	.	PUNCT
geoplanning-72246	221	1	higher	high	ADJ
geoplanning-72246	221	2	sea	sea	NOUN
geoplanning-72246	221	3	levels	level	NOUN
geoplanning-72246	221	4	will	will	AUX
geoplanning-72246	221	5	reach	reach	VERB
geoplanning-72246	221	6	more	more	ADJ
geoplanning-72246	221	7	inlandtheir	inlandtheir	NOUN
geoplanning-72246	221	8	waves	wave	NOUN
geoplanning-72246	221	9	can	can	AUX
geoplanning-72246	221	10	travel	travel	VERB
geoplanning-72246	221	11	further	far	ADV
geoplanning-72246	221	12	(	(	PUNCT
geoplanning-72246	221	13	church	church	NOUN
geoplanning-72246	221	14	&	&	CCONJ
geoplanning-72246	221	15	white	white	PROPN
geoplanning-72246	221	16	,	,	PUNCT
geoplanning-72246	221	17	2011	2011	NUM
geoplanning-72246	221	18	;	;	PUNCT
geoplanning-72246	221	19	nicholls	nicholls	PROPN
geoplanning-72246	221	20	&	&	CCONJ
geoplanning-72246	221	21	cazenave	cazenave	PROPN
geoplanning-72246	221	22	,	,	PUNCT
geoplanning-72246	221	23	2010	2010	NUM
geoplanning-72246	221	24	)	)	PUNCT
geoplanning-72246	221	25	,	,	PUNCT
geoplanning-72246	221	26	and	and	CCONJ
geoplanning-72246	221	27	(	(	PUNCT
geoplanning-72246	221	28	9	9	X
geoplanning-72246	221	29	)	)	PUNCT
geoplanning-72246	221	30	rising	rise	VERB
geoplanning-72246	221	31	global	global	ADJ
geoplanning-72246	221	32	temperatures	temperature	NOUN
geoplanning-72246	221	33	expansion	expansion	NOUN
geoplanning-72246	221	34	of	of	ADP
geoplanning-72246	221	35	ocean	ocean	NOUN
geoplanning-72246	221	36	water	water	NOUN
geoplanning-72246	221	37	is	be	AUX
geoplanning-72246	221	38	another	another	DET
geoplanning-72246	221	39	thermal	thermal	ADJ
geoplanning-72246	221	40	load	load	NOUN
geoplanning-72246	221	41	that	that	PRON
geoplanning-72246	221	42	drives	drive	VERB
geoplanning-72246	221	43	sea	sea	NOUN
geoplanning-72246	221	44	level	level	NOUN
geoplanning-72246	221	45	rise	rise	NOUN
geoplanning-72246	221	46	.	.	PUNCT
geoplanning-72246	222	1	even	even	ADV
geoplanning-72246	222	2	more	more	ADV
geoplanning-72246	222	3	frequent	frequent	ADJ
geoplanning-72246	222	4	and	and	CCONJ
geoplanning-72246	222	5	severe	severe	ADJ
geoplanning-72246	222	6	storms	storm	NOUN
geoplanning-72246	222	7	and	and	CCONJ
geoplanning-72246	222	8	cyclones	cyclone	NOUN
geoplanning-72246	222	9	will	will	AUX
geoplanning-72246	222	10	further	far	ADV
geoplanning-72246	222	11	exacerbate	exacerbate	VERB
geoplanning-72246	222	12	coastal	coastal	ADJ
geoplanning-72246	222	13	erosion	erosion	NOUN
geoplanning-72246	222	14	(	(	PUNCT
geoplanning-72246	222	15	hansen	hansen	PROPN
geoplanning-72246	222	16	et	et	PROPN
geoplanning-72246	222	17	al	al	PROPN
geoplanning-72246	222	18	.	.	PROPN
geoplanning-72246	222	19	,	,	PUNCT
geoplanning-72246	222	20	2013	2013	NUM
geoplanning-72246	222	21	;	;	PUNCT
geoplanning-72246	222	22	rahmstorf	rahmstorf	PROPN
geoplanning-72246	222	23	,	,	PUNCT
geoplanning-72246	222	24	2007	2007	NUM
geoplanning-72246	222	25	)	)	PUNCT
geoplanning-72246	222	26	.	.	PUNCT
geoplanning-72246	223	1	anthropogenic	anthropogenic	ADJ
geoplanning-72246	223	2	influences	influence	NOUN
geoplanning-72246	223	3	on	on	ADP
geoplanning-72246	223	4	shoreline	shoreline	NOUN
geoplanning-72246	223	5	retreat	retreat	NOUN
geoplanning-72246	223	6	consisting	consist	VERB
geoplanning-72246	223	7	of	of	ADP
geoplanning-72246	223	8	deforestation	deforestation	NOUN
geoplanning-72246	223	9	of	of	ADP
geoplanning-72246	223	10	protective	protective	ADJ
geoplanning-72246	223	11	mangrove	mangrove	NOUN
geoplanning-72246	223	12	forests	forest	NOUN
geoplanning-72246	223	13	:	:	PUNCT
geoplanning-72246	223	14	mangrove	mangrove	VERB
geoplanning-72246	223	15	removal	removal	NOUN
geoplanning-72246	223	16	reduces	reduce	VERB
geoplanning-72246	223	17	natural	natural	ADJ
geoplanning-72246	223	18	defenses	defense	NOUN
geoplanning-72246	223	19	against	against	ADP
geoplanning-72246	223	20	erosion	erosion	NOUN
geoplanning-72246	223	21	(	(	PUNCT
geoplanning-72246	223	22	duke	duke	PROPN
geoplanning-72246	223	23	et	et	PROPN
geoplanning-72246	223	24	al	al	PROPN
geoplanning-72246	223	25	.	.	PROPN
geoplanning-72246	223	26	,	,	PUNCT
geoplanning-72246	223	27	2007	2007	NUM
geoplanning-72246	223	28	;	;	PUNCT
geoplanning-72246	223	29	giri	giri	PROPN
geoplanning-72246	223	30	et	et	PROPN
geoplanning-72246	223	31	al	al	PROPN
geoplanning-72246	223	32	.	.	PROPN
geoplanning-72246	223	33	,	,	PUNCT
geoplanning-72246	223	34	2011	2011	NUM
geoplanning-72246	223	35	)	)	PUNCT
geoplanning-72246	223	36	;	;	PUNCT
geoplanning-72246	223	37	coastal	coastal	ADJ
geoplanning-72246	223	38	engineering	engineering	NOUN
geoplanning-72246	223	39	and	and	CCONJ
geoplanning-72246	223	40	development	development	NOUN
geoplanning-72246	223	41	:	:	PUNCT
geoplanning-72246	223	42	poorly	poorly	ADV
geoplanning-72246	223	43	planned	plan	VERB
geoplanning-72246	223	44	construction	construction	NOUN
geoplanning-72246	223	45	of	of	ADP
geoplanning-72246	223	46	walls	wall	NOUN
geoplanning-72246	223	47	and	and	CCONJ
geoplanning-72246	223	48	dikes	dike	NOUN
geoplanning-72246	223	49	change	change	VERB
geoplanning-72246	223	50	the	the	DET
geoplanning-72246	223	51	sediment	sediment	NOUN
geoplanning-72246	223	52	flow	flow	NOUN
geoplanning-72246	223	53	,	,	PUNCT
geoplanning-72246	223	54	thereby	thereby	ADV
geoplanning-72246	223	55	exacerbating	exacerbate	VERB
geoplanning-72246	223	56	erosion	erosion	NOUN
geoplanning-72246	223	57	(	(	PUNCT
geoplanning-72246	223	58	anthony	anthony	PROPN
geoplanning-72246	223	59	,	,	PUNCT
geoplanning-72246	223	60	2016	2016	NUM
geoplanning-72246	223	61	;	;	PUNCT
geoplanning-72246	223	62	hapke	hapke	PROPN
geoplanning-72246	223	63	et	et	PROPN
geoplanning-72246	223	64	al	al	PROPN
geoplanning-72246	223	65	.	.	PROPN
geoplanning-72246	223	66	,	,	PUNCT
geoplanning-72246	223	67	2009	2009	NUM
geoplanning-72246	223	68	)	)	PUNCT
geoplanning-72246	223	69	;	;	PUNCT
geoplanning-72246	223	70	aquaculture	aquaculture	NOUN
geoplanning-72246	223	71	/	/	SYM
geoplanning-72246	223	72	land	land	NOUN
geoplanning-72246	223	73	use	use	NOUN
geoplanning-72246	223	74	changes	change	NOUN
geoplanning-72246	223	75	(	(	PUNCT
geoplanning-72246	223	76	excessive	excessive	ADJ
geoplanning-72246	223	77	shrimp	shrimp	NOUN
geoplanning-72246	223	78	farming	farming	NOUN
geoplanning-72246	223	79	and	and	CCONJ
geoplanning-72246	223	80	conversion	conversion	NOUN
geoplanning-72246	223	81	of	of	ADP
geoplanning-72246	223	82	land	land	NOUN
geoplanning-72246	223	83	forces	force	NOUN
geoplanning-72246	223	84	it	it	PRON
geoplanning-72246	223	85	to	to	PART
geoplanning-72246	223	86	destabilize	destabilize	VERB
geoplanning-72246	223	87	;	;	PUNCT
geoplanning-72246	223	88	amount	amount	NOUN
geoplanning-72246	223	89	of	of	ADP
geoplanning-72246	223	90	fishermen	fisherman	NOUN
geoplanning-72246	223	91	reported	report	VERB
geoplanning-72246	223	92	washed	wash	VERB
geoplanning-72246	223	93	away	away	ADP
geoplanning-72246	223	94	landbased	landbase	VERB
geoplanning-72246	223	95	extraction	extraction	NOUN
geoplanning-72246	223	96	(	(	PUNCT
geoplanning-72246	223	97	barbier	barbier	NOUN
geoplanning-72246	223	98	et	et	PROPN
geoplanning-72246	223	99	al	al	PROPN
geoplanning-72246	223	100	.	.	PROPN
geoplanning-72246	223	101	,	,	PUNCT
geoplanning-72246	223	102	2013	2013	NUM
geoplanning-72246	223	103	;	;	PUNCT
geoplanning-72246	223	104	hamilton	hamilton	PROPN
geoplanning-72246	223	105	,	,	PUNCT
geoplanning-72246	223	106	2013	2013	NUM
geoplanning-72246	223	107	;	;	PUNCT
geoplanning-72246	223	108	primavera	primavera	PROPN
geoplanning-72246	223	109	,	,	PUNCT
geoplanning-72246	223	110	2006	2006	NUM
geoplanning-72246	223	111	)	)	PUNCT
geoplanning-72246	223	112	.	.	PUNCT
geoplanning-72246	224	1	vietnam	vietnam	PROPN
geoplanning-72246	224	2	continental	continental	PROPN
geoplanning-72246	224	3	type	type	NOUN
geoplanning-72246	224	4	coastline	coastline	ADJ
geoplanning-72246	224	5	degradation	degradation	NOUN
geoplanning-72246	224	6	is	be	AUX
geoplanning-72246	224	7	brought	bring	VERB
geoplanning-72246	224	8	about	about	ADP
geoplanning-72246	224	9	by	by	ADP
geoplanning-72246	224	10	a	a	DET
geoplanning-72246	224	11	complex	complex	ADJ
geoplanning-72246	224	12	mixture	mixture	NOUN
geoplanning-72246	224	13	of	of	ADP
geoplanning-72246	224	14	climatic	climatic	ADJ
geoplanning-72246	224	15	,	,	PUNCT
geoplanning-72246	224	16	oceanic	oceanic	ADJ
geoplanning-72246	224	17	,	,	PUNCT
geoplanning-72246	224	18	geological	geological	ADJ
geoplanning-72246	224	19	and	and	CCONJ
geoplanning-72246	224	20	also	also	ADV
geoplanning-72246	224	21	anthropogenic	anthropogenic	ADJ
geoplanning-72246	224	22	activities	activity	NOUN
geoplanning-72246	224	23	.	.	PUNCT
geoplanning-72246	225	1	to	to	PART
geoplanning-72246	225	2	cope	cope	VERB
geoplanning-72246	225	3	with	with	ADP
geoplanning-72246	225	4	this	this	DET
geoplanning-72246	225	5	,	,	PUNCT
geoplanning-72246	225	6	integrated	integrate	VERB
geoplanning-72246	225	7	coastal	coastal	ADJ
geoplanning-72246	225	8	zone	zone	NOUN
geoplanning-72246	225	9	management	management	NOUN
geoplanning-72246	225	10	(	(	PUNCT
geoplanning-72246	225	11	book	book	NOUN
geoplanning-72246	225	12	cover	cover	NOUN
geoplanning-72246	225	13	report	report	NOUN
geoplanning-72246	225	14	perhaps	perhaps	ADV
geoplanning-72246	225	15	)	)	PUNCT
geoplanning-72246	225	16	is	be	AUX
geoplanning-72246	225	17	vital	vital	ADJ
geoplanning-72246	225	18	which	which	PRON
geoplanning-72246	225	19	includes	include	VERB
geoplanning-72246	225	20	restoration	restoration	NOUN
geoplanning-72246	225	21	of	of	ADP
geoplanning-72246	225	22	mangrove	mangrove	NOUN
geoplanning-72246	225	23	systems	system	NOUN
geoplanning-72246	225	24	,	,	PUNCT
geoplanning-72246	225	25	livelihood	livelihood	VERB
geoplanning-72246	225	26	regulation	regulation	NOUN
geoplanning-72246	225	27	and	and	CCONJ
geoplanning-72246	225	28	also	also	ADV
geoplanning-72246	225	29	construction	construction	VERB
geoplanning-72246	225	30	coastal	coastal	ADJ
geoplanning-72246	225	31	security	security	NOUN
geoplanning-72246	225	32	to	to	PART
geoplanning-72246	225	33	reduce	reduce	VERB
geoplanning-72246	225	34	damages	damage	NOUN
geoplanning-72246	225	35	further	far	ADV
geoplanning-72246	225	36	.	.	PUNCT
geoplanning-72246	226	1	figure	figure	VERB
geoplanning-72246	226	2	17	17	NUM
geoplanning-72246	226	3	.	.	PUNCT
geoplanning-72246	227	1	coastal	coastal	ADJ
geoplanning-72246	227	2	erosion	erosion	NOUN
geoplanning-72246	227	3	points	point	VERB
geoplanning-72246	227	4	the	the	DET
geoplanning-72246	227	5	data	datum	NOUN
geoplanning-72246	227	6	for	for	ADP
geoplanning-72246	227	7	this	this	DET
geoplanning-72246	227	8	study	study	NOUN
geoplanning-72246	227	9	was	be	AUX
geoplanning-72246	227	10	sourced	source	VERB
geoplanning-72246	227	11	from	from	ADP
geoplanning-72246	227	12	the	the	DET
geoplanning-72246	227	13	open	open	ADJ
geoplanning-72246	227	14	development	development	NOUN
geoplanning-72246	227	15	mekong	mekong	PROPN
geoplanning-72246	227	16	website	website	NOUN
geoplanning-72246	227	17	,	,	PUNCT
geoplanning-72246	227	18	the	the	DET
geoplanning-72246	227	19	national	national	ADJ
geoplanning-72246	227	20	centre	centre	NOUN
geoplanning-72246	227	21	for	for	ADP
geoplanning-72246	227	22	hydro	hydro	NOUN
geoplanning-72246	227	23	-	-	PUNCT
geoplanning-72246	227	24	meteorological	meteorological	ADJ
geoplanning-72246	227	25	forecasting	forecasting	NOUN
geoplanning-72246	227	26	of	of	ADP
geoplanning-72246	227	27	vietnam	vietnam	PROPN
geoplanning-72246	227	28	,	,	PUNCT
geoplanning-72246	227	29	and	and	CCONJ
geoplanning-72246	227	30	landsat	landsat	PROPN
geoplanning-72246	227	31	8	8	NUM
geoplanning-72246	227	32	oli	oli	PROPN
geoplanning-72246	227	33	/	/	SYM
geoplanning-72246	227	34	tirs	tirs	NOUN
geoplanning-72246	227	35	satellite	satellite	NOUN
geoplanning-72246	227	36	imagery	imagery	NOUN
geoplanning-72246	227	37	for	for	ADP
geoplanning-72246	227	38	six	six	NUM
geoplanning-72246	227	39	years	year	NOUN
geoplanning-72246	227	40	(	(	PUNCT
geoplanning-72246	227	41	from	from	ADP
geoplanning-72246	227	42	2016	2016	NUM
geoplanning-72246	227	43	to	to	ADP
geoplanning-72246	227	44	2022	2022	NUM
geoplanning-72246	227	45	)	)	PUNCT
geoplanning-72246	227	46	.	.	PUNCT
geoplanning-72246	228	1	using	use	VERB
geoplanning-72246	228	2	python	python	NOUN
geoplanning-72246	228	3	,	,	PUNCT
geoplanning-72246	228	4	an	an	DET
geoplanning-72246	228	5	analysis	analysis	NOUN
geoplanning-72246	228	6	was	be	AUX
geoplanning-72246	228	7	conducted	conduct	VERB
geoplanning-72246	228	8	on	on	ADP
geoplanning-72246	228	9	52	52	NUM
geoplanning-72246	228	10	coastal	coastal	ADJ
geoplanning-72246	228	11	erosion	erosion	NOUN
geoplanning-72246	228	12	sites	site	NOUN
geoplanning-72246	228	13	along	along	ADP
geoplanning-72246	228	14	the	the	DET
geoplanning-72246	228	15	vietnamese	vietnamese	ADJ
geoplanning-72246	228	16	shoreline	shoreline	NOUN
geoplanning-72246	228	17	;	;	PUNCT
geoplanning-72246	228	18	at	at	ADP
geoplanning-72246	228	19	the	the	DET
geoplanning-72246	228	20	same	same	ADJ
geoplanning-72246	228	21	time	time	NOUN
geoplanning-72246	228	22	,	,	PUNCT
geoplanning-72246	228	23	52	52	NUM
geoplanning-72246	228	24	gathered	gather	VERB
geoplanning-72246	228	25	samplers	sampler	NOUN
geoplanning-72246	228	26	are	be	AUX
geoplanning-72246	228	27	divided	divide	VERB
geoplanning-72246	228	28	into	into	ADP
geoplanning-72246	228	29	80	80	NUM
geoplanning-72246	228	30	%	%	NOUN
geoplanning-72246	228	31	,	,	PUNCT
geoplanning-72246	228	32	and	and	CCONJ
geoplanning-72246	228	33	20	20	NUM
geoplanning-72246	228	34	%	%	NOUN
geoplanning-72246	228	35	for	for	ADP
geoplanning-72246	228	36	training	training	NOUN
geoplanning-72246	228	37	and	and	CCONJ
geoplanning-72246	228	38	testing	testing	NOUN
geoplanning-72246	228	39	phases	phase	NOUN
geoplanning-72246	228	40	.	.	PUNCT
geoplanning-72246	229	1	figure	figure	VERB
geoplanning-72246	229	2	17	17	NUM
geoplanning-72246	229	3	demonstrates	demonstrate	VERB
geoplanning-72246	229	4	the	the	DET
geoplanning-72246	229	5	locations	location	NOUN
geoplanning-72246	229	6	of	of	ADP
geoplanning-72246	229	7	beach	beach	NOUN
geoplanning-72246	229	8	erosion	erosion	NOUN
geoplanning-72246	229	9	,	,	PUNCT
geoplanning-72246	229	10	categorized	categorize	VERB
geoplanning-72246	229	11	by	by	ADP
geoplanning-72246	229	12	severity	severity	NOUN
geoplanning-72246	229	13	levels	level	NOUN
geoplanning-72246	229	14	:	:	PUNCT
geoplanning-72246	229	15	level	level	NOUN
geoplanning-72246	229	16	5	5	NUM
geoplanning-72246	229	17	(	(	PUNCT
geoplanning-72246	229	18	"	"	PUNCT
geoplanning-72246	229	19	hazardous	hazardous	ADJ
geoplanning-72246	229	20	points	point	NOUN
geoplanning-72246	229	21	without	without	ADP
geoplanning-72246	229	22	planned	planned	ADJ
geoplanning-72246	229	23	repair	repair	NOUN
geoplanning-72246	229	24	funding	funding	NOUN
geoplanning-72246	229	25	"	"	PUNCT
geoplanning-72246	229	26	)	)	PUNCT
geoplanning-72246	229	27	–	–	PUNCT
geoplanning-72246	229	28	red	red	ADJ
geoplanning-72246	229	29	,	,	PUNCT
geoplanning-72246	229	30	level	level	NOUN
geoplanning-72246	229	31	4	4	NUM
geoplanning-72246	229	32	(	(	PUNCT
geoplanning-72246	229	33	"	"	PUNCT
geoplanning-72246	229	34	hazardous	hazardous	ADJ
geoplanning-72246	229	35	points	point	NOUN
geoplanning-72246	229	36	with	with	ADP
geoplanning-72246	229	37	planned	planned	ADJ
geoplanning-72246	229	38	repair	repair	NOUN
geoplanning-72246	229	39	funding	funding	NOUN
geoplanning-72246	229	40	"	"	PUNCT
geoplanning-72246	229	41	)	)	PUNCT
geoplanning-72246	229	42	–	–	PUNCT
geoplanning-72246	229	43	orange	orange	ADJ
geoplanning-72246	229	44	,	,	PUNCT
geoplanning-72246	229	45	level	level	NOUN
geoplanning-72246	229	46	3	3	NUM
geoplanning-72246	229	47	(	(	PUNCT
geoplanning-72246	229	48	"	"	PUNCT
geoplanning-72246	229	49	extremely	extremely	ADV
geoplanning-72246	229	50	hazardous	hazardous	ADJ
geoplanning-72246	229	51	points	point	NOUN
geoplanning-72246	229	52	"	"	PUNCT
geoplanning-72246	229	53	)	)	PUNCT
geoplanning-72246	229	54	–	–	PUNCT
geoplanning-72246	229	55	green	green	ADJ
geoplanning-72246	229	56	,	,	PUNCT
geoplanning-72246	229	57	level	level	NOUN
geoplanning-72246	229	58	2	2	NUM
geoplanning-72246	229	59	(	(	PUNCT
geoplanning-72246	229	60	"	"	PUNCT
geoplanning-72246	229	61	normal	normal	ADJ
geoplanning-72246	229	62	erosion	erosion	NOUN
geoplanning-72246	229	63	points	point	NOUN
geoplanning-72246	229	64	"	"	PUNCT
geoplanning-72246	229	65	)	)	PUNCT
geoplanning-72246	229	66	–	–	PUNCT
geoplanning-72246	229	67	blue	blue	ADJ
geoplanning-72246	229	68	,	,	PUNCT
geoplanning-72246	229	69	level	level	NOUN
geoplanning-72246	229	70	1	1	NUM
geoplanning-72246	229	71	(	(	PUNCT
geoplanning-72246	229	72	"	"	PUNCT
geoplanning-72246	229	73	points	point	NOUN
geoplanning-72246	229	74	with	with	ADP
geoplanning-72246	229	75	extremely	extremely	ADV
geoplanning-72246	229	76	critical	critical	ADJ
geoplanning-72246	229	77	erosion	erosion	NOUN
geoplanning-72246	229	78	velocity	velocity	NOUN
geoplanning-72246	229	79	"	"	PUNCT
geoplanning-72246	229	80	)	)	PUNCT
geoplanning-72246	229	81	–	–	PUNCT
geoplanning-72246	229	82	purple	purple	ADJ
geoplanning-72246	229	83	.	.	PUNCT
geoplanning-72246	230	1	natural	natural	ADJ
geoplanning-72246	230	2	negative	negative	ADJ
geoplanning-72246	230	3	factors	factor	NOUN
geoplanning-72246	230	4	affecting	affect	VERB
geoplanning-72246	230	5	coastal	coastal	ADJ
geoplanning-72246	230	6	erosion	erosion	NOUN
geoplanning-72246	230	7	:	:	PUNCT
geoplanning-72246	230	8	tide	tide	NOUN
geoplanning-72246	230	9	height	height	NOUN
geoplanning-72246	230	10	(	(	PUNCT
geoplanning-72246	230	11	m	m	NOUN
geoplanning-72246	230	12	)	)	PUNCT
geoplanning-72246	230	13	,	,	PUNCT
geoplanning-72246	230	14	wave	wave	NOUN
geoplanning-72246	230	15	height	height	NOUN
geoplanning-72246	230	16	(	(	PUNCT
geoplanning-72246	230	17	m	m	NOUN
geoplanning-72246	230	18	)	)	PUNCT
geoplanning-72246	230	19	,	,	PUNCT
geoplanning-72246	230	20	storm	storm	NOUN
geoplanning-72246	230	21	intensity	intensity	NOUN
geoplanning-72246	230	22	(	(	PUNCT
geoplanning-72246	230	23	km	km	NOUN
geoplanning-72246	230	24	/	/	SYM
geoplanning-72246	230	25	h	h	NOUN
geoplanning-72246	230	26	)	)	PUNCT
geoplanning-72246	230	27	,	,	PUNCT
geoplanning-72246	230	28	storm	storm	NOUN
geoplanning-72246	230	29	geomorphology	geomorphology	PROPN
geoplanning-72246	230	30	slope(degree	slope(degree	PROPN
geoplanning-72246	230	31	)	)	PUNCT
geoplanning-72246	230	32	,	,	PUNCT
geoplanning-72246	230	33	monsoon	monsoon	NOUN
geoplanning-72246	230	34	winds	wind	NOUN
geoplanning-72246	230	35	(	(	PUNCT
geoplanning-72246	230	36	km	km	NOUN
geoplanning-72246	230	37	/	/	SYM
geoplanning-72246	230	38	h	h	NOUN
geoplanning-72246	230	39	)	)	PUNCT
geoplanning-72246	230	40	,	,	PUNCT
geoplanning-72246	230	41	rainfall	rainfall	NOUN
geoplanning-72246	230	42	(	(	PUNCT
geoplanning-72246	230	43	l	l	NOUN
geoplanning-72246	230	44	)	)	PUNCT
geoplanning-72246	230	45	,	,	PUNCT
geoplanning-72246	230	46	sea	sea	NOUN
geoplanning-72246	230	47	level	level	NOUN
geoplanning-72246	230	48	rise	rise	NOUN
geoplanning-72246	230	49	(	(	PUNCT
geoplanning-72246	230	50	m	m	NOUN
geoplanning-72246	230	51	)	)	PUNCT
geoplanning-72246	230	52	,	,	PUNCT
geoplanning-72246	230	53	temperature	temperature	NOUN
geoplanning-72246	230	54	(	(	PUNCT
geoplanning-72246	230	55	°	°	ADP
geoplanning-72246	230	56	c	c	NOUN
geoplanning-72246	230	57	)	)	PUNCT
geoplanning-72246	230	58	.	.	PUNCT
geoplanning-72246	231	1	paracel	paracel	PROPN
geoplanning-72246	231	2	islands	islands	PROPN
geoplanning-72246	231	3	spratly	spratly	PROPN
geoplanning-72246	231	4	islands	islands	PROPN
geoplanning-72246	231	5	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PROPN
geoplanning-72246	231	6	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	AUX
geoplanning-72246	231	7	tran	tran	NOUN
geoplanning-72246	231	8	and	and	CCONJ
geoplanning-72246	231	9	nguyen	nguyen	NOUN
geoplanning-72246	231	10	/	/	SYM
geoplanning-72246	231	11	geoplanning	geoplanning	NOUN
geoplanning-72246	231	12	:	:	PUNCT
geoplanning-72246	231	13	journal	journal	NOUN
geoplanning-72246	231	14	of	of	ADP
geoplanning-72246	231	15	geomatics	geomatics	PROPN
geoplanning-72246	231	16	and	and	CCONJ
geoplanning-72246	231	17	planning	planning	NOUN
geoplanning-72246	231	18	,	,	PUNCT
geoplanning-72246	231	19	vol	vol	NOUN
geoplanning-72246	231	20	12	12	NUM
geoplanning-72246	231	21	,	,	PUNCT
geoplanning-72246	231	22	no	no	DET
geoplanning-72246	231	23	2	2	NUM
geoplanning-72246	231	24	,	,	PUNCT
geoplanning-72246	231	25	2025	2025	NUM
geoplanning-72246	231	26	,	,	PUNCT
geoplanning-72246	231	27	139	139	NUM
geoplanning-72246	231	28	-	-	SYM
geoplanning-72246	231	29	158	158	NUM
geoplanning-72246	231	30	doi	doi	NOUN
geoplanning-72246	231	31	:	:	PUNCT
geoplanning-72246	231	32	10.14710	10.14710	NUM
geoplanning-72246	231	33	/	/	SYM
geoplanning-72246	231	34	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	231	35	-	-	PUNCT
geoplanning-72246	231	36	158	158	NUM
geoplanning-72246	231	37	152	152	NUM
geoplanning-72246	231	38	figure	figure	NOUN
geoplanning-72246	231	39	18	18	NUM
geoplanning-72246	231	40	.	.	PUNCT
geoplanning-72246	231	41	pearson	pearson	PROPN
geoplanning-72246	231	42	correlation	correlation	NOUN
geoplanning-72246	231	43	matrix	matrix	NOUN
geoplanning-72246	231	44	for	for	ADP
geoplanning-72246	231	45	coastal	coastal	ADJ
geoplanning-72246	231	46	erosion	erosion	NOUN
geoplanning-72246	231	47	factors	factor	NOUN
geoplanning-72246	231	48	for	for	ADP
geoplanning-72246	231	49	all	all	DET
geoplanning-72246	231	50	things	thing	NOUN
geoplanning-72246	231	51	except	except	SCONJ
geoplanning-72246	231	52	coastal	coastal	ADJ
geoplanning-72246	231	53	geomorphology	geomorphology	NOUN
geoplanning-72246	231	54	the	the	DET
geoplanning-72246	231	55	scale	scale	NOUN
geoplanning-72246	231	56	of	of	ADP
geoplanning-72246	231	57	these	these	DET
geoplanning-72246	231	58	forces	force	NOUN
geoplanning-72246	231	59	was	be	AUX
geoplanning-72246	231	60	mapped	map	VERB
geoplanning-72246	231	61	by	by	ADP
geoplanning-72246	231	62	their	their	PRON
geoplanning-72246	231	63	equal	equal	ADJ
geoplanning-72246	231	64	annual	annual	ADJ
geoplanning-72246	231	65	,	,	PUNCT
geoplanning-72246	231	66	average	average	ADJ
geoplanning-72246	231	67	measured	measure	VERB
geoplanning-72246	231	68	.	.	PUNCT
geoplanning-72246	232	1	figure	figure	NOUN
geoplanning-72246	232	2	18	18	NUM
geoplanning-72246	232	3	explains	explain	VERB
geoplanning-72246	232	4	the	the	DET
geoplanning-72246	232	5	distribution	distribution	NOUN
geoplanning-72246	232	6	of	of	ADP
geoplanning-72246	232	7	variables	variable	NOUN
geoplanning-72246	232	8	based	base	VERB
geoplanning-72246	232	9	on	on	ADP
geoplanning-72246	232	10	pearson	pearson	PROPN
geoplanning-72246	232	11	correlation	correlation	NOUN
geoplanning-72246	232	12	coefficients	coefficient	NOUN
geoplanning-72246	232	13	,	,	PUNCT
geoplanning-72246	232	14	which	which	PRON
geoplanning-72246	232	15	quantify	quantify	VERB
geoplanning-72246	232	16	the	the	DET
geoplanning-72246	232	17	strength	strength	NOUN
geoplanning-72246	232	18	and	and	CCONJ
geoplanning-72246	232	19	direction	direction	NOUN
geoplanning-72246	232	20	of	of	ADP
geoplanning-72246	232	21	their	their	PRON
geoplanning-72246	232	22	relationships	relationship	NOUN
geoplanning-72246	232	23	.	.	PUNCT
geoplanning-72246	233	1	these	these	DET
geoplanning-72246	233	2	coefficients	coefficient	NOUN
geoplanning-72246	233	3	range	range	VERB
geoplanning-72246	233	4	from	from	ADP
geoplanning-72246	233	5	-1	-1	PUNCT
geoplanning-72246	233	6	to	to	ADP
geoplanning-72246	233	7	1	1	NUM
geoplanning-72246	233	8	(	(	PUNCT
geoplanning-72246	233	9	asuero	asuero	NOUN
geoplanning-72246	233	10	et	et	PROPN
geoplanning-72246	233	11	al	al	PROPN
geoplanning-72246	233	12	.	.	PROPN
geoplanning-72246	233	13	,	,	PUNCT
geoplanning-72246	233	14	2006	2006	NUM
geoplanning-72246	233	15	;	;	PUNCT
geoplanning-72246	233	16	šverko	šverko	PROPN
geoplanning-72246	233	17	et	et	PROPN
geoplanning-72246	233	18	al	al	PROPN
geoplanning-72246	233	19	.	.	PROPN
geoplanning-72246	233	20	,	,	PUNCT
geoplanning-72246	233	21	2022	2022	NUM
geoplanning-72246	233	22	)	)	PUNCT
geoplanning-72246	233	23	,	,	PUNCT
geoplanning-72246	233	24	where	where	SCONJ
geoplanning-72246	233	25	higher	high	ADJ
geoplanning-72246	233	26	absolute	absolute	ADJ
geoplanning-72246	233	27	values	value	NOUN
geoplanning-72246	233	28	indicate	indicate	VERB
geoplanning-72246	233	29	stronger	strong	ADJ
geoplanning-72246	233	30	associations	association	NOUN
geoplanning-72246	233	31	,	,	PUNCT
geoplanning-72246	233	32	while	while	SCONJ
geoplanning-72246	233	33	values	value	NOUN
geoplanning-72246	233	34	closer	close	ADV
geoplanning-72246	233	35	to	to	ADP
geoplanning-72246	233	36	0	0	NUM
geoplanning-72246	233	37	suggest	suggest	VERB
geoplanning-72246	233	38	weaker	weak	ADJ
geoplanning-72246	233	39	correlations	correlation	NOUN
geoplanning-72246	233	40	.	.	PUNCT
geoplanning-72246	234	1	the	the	DET
geoplanning-72246	234	2	pearson	pearson	PROPN
geoplanning-72246	234	3	correlation	correlation	NOUN
geoplanning-72246	234	4	analysis	analysis	NOUN
geoplanning-72246	234	5	revealed	reveal	VERB
geoplanning-72246	234	6	varying	vary	VERB
geoplanning-72246	234	7	degrees	degree	NOUN
geoplanning-72246	234	8	of	of	ADP
geoplanning-72246	234	9	association	association	NOUN
geoplanning-72246	234	10	among	among	ADP
geoplanning-72246	234	11	key	key	ADJ
geoplanning-72246	234	12	environmental	environmental	ADJ
geoplanning-72246	234	13	factors	factor	NOUN
geoplanning-72246	234	14	,	,	PUNCT
geoplanning-72246	234	15	with	with	ADP
geoplanning-72246	234	16	certain	certain	ADJ
geoplanning-72246	234	17	variables	variable	NOUN
geoplanning-72246	234	18	exhibiting	exhibit	VERB
geoplanning-72246	234	19	strong	strong	ADJ
geoplanning-72246	234	20	positive	positive	ADJ
geoplanning-72246	234	21	correlations	correlation	NOUN
geoplanning-72246	234	22	.	.	PUNCT
geoplanning-72246	235	1	contrarily	contrarily	ADV
geoplanning-72246	235	2	another	another	PRON
geoplanning-72246	235	3	could	could	AUX
geoplanning-72246	235	4	have	have	VERB
geoplanning-72246	235	5	weak	weak	ADJ
geoplanning-72246	235	6	or	or	CCONJ
geoplanning-72246	235	7	even	even	ADV
geoplanning-72246	235	8	negative	negative	ADJ
geoplanning-72246	235	9	associations	association	NOUN
geoplanning-72246	235	10	.	.	PUNCT
geoplanning-72246	236	1	specifically	specifically	ADV
geoplanning-72246	236	2	,	,	PUNCT
geoplanning-72246	236	3	the	the	DET
geoplanning-72246	236	4	analysis	analysis	NOUN
geoplanning-72246	236	5	also	also	ADV
geoplanning-72246	236	6	identified	identify	VERB
geoplanning-72246	236	7	positive	positive	ADJ
geoplanning-72246	236	8	relationships	relationship	NOUN
geoplanning-72246	236	9	including	include	VERB
geoplanning-72246	236	10	coastal	coastal	ADJ
geoplanning-72246	236	11	geomorphology	geomorphology	NOUN
geoplanning-72246	236	12	and	and	CCONJ
geoplanning-72246	236	13	storm	storm	NOUN
geoplanning-72246	236	14	intensity	intensity	NOUN
geoplanning-72246	236	15	(	(	PUNCT
geoplanning-72246	236	16	cc	cc	X
geoplanning-72246	236	17	=	=	NOUN
geoplanning-72246	236	18	0.50	0.50	NUM
geoplanning-72246	236	19	)	)	PUNCT
geoplanning-72246	236	20	with	with	ADP
geoplanning-72246	236	21	temperature	temperature	NOUN
geoplanning-72246	236	22	(	(	PUNCT
geoplanning-72246	236	23	cc	cc	X
geoplanning-72246	236	24	=	=	NOUN
geoplanning-72246	236	25	0.53	0.53	NUM
geoplanning-72246	236	26	)	)	PUNCT
geoplanning-72246	236	27	,	,	PUNCT
geoplanning-72246	236	28	wave	wave	NOUN
geoplanning-72246	236	29	height	height	NOUN
geoplanning-72246	236	30	.	.	PUNCT
geoplanning-72246	237	1	in	in	ADP
geoplanning-72246	237	2	contrast	contrast	NOUN
geoplanning-72246	237	3	,	,	PUNCT
geoplanning-72246	237	4	tidal	tidal	ADJ
geoplanning-72246	237	5	height	height	NOUN
geoplanning-72246	237	6	showed	show	VERB
geoplanning-72246	237	7	negative	negative	ADJ
geoplanning-72246	237	8	correlations	correlation	NOUN
geoplanning-72246	237	9	with	with	ADP
geoplanning-72246	237	10	rainfall	rainfall	NOUN
geoplanning-72246	237	11	(	(	PUNCT
geoplanning-72246	237	12	-0.52	-0.52	NUM
geoplanning-72246	237	13	)	)	PUNCT
geoplanning-72246	237	14	,	,	PUNCT
geoplanning-72246	237	15	storm	storm	NOUN
geoplanning-72246	237	16	intensity	intensity	NOUN
geoplanning-72246	237	17	(	(	PUNCT
geoplanning-72246	237	18	-0.55	-0.55	NOUN
geoplanning-72246	237	19	)	)	PUNCT
geoplanning-72246	237	20	,	,	PUNCT
geoplanning-72246	237	21	coastal	coastal	ADJ
geoplanning-72246	237	22	slope	slope	NOUN
geoplanning-72246	237	23	(	(	PUNCT
geoplanning-72246	237	24	-0.39	-0.39	NOUN
geoplanning-72246	237	25	)	)	PUNCT
geoplanning-72246	237	26	,	,	PUNCT
geoplanning-72246	237	27	and	and	CCONJ
geoplanning-72246	237	28	wave	wave	VERB
geoplanning-72246	237	29	height	height	NOUN
geoplanning-72246	237	30	(	(	PUNCT
geoplanning-72246	237	31	-0.42	-0.42	NUM
geoplanning-72246	237	32	)	)	PUNCT
geoplanning-72246	237	33	.	.	PUNCT
geoplanning-72246	238	1	sea	sea	NOUN
geoplanning-72246	238	2	level	level	NOUN
geoplanning-72246	238	3	erosion	erosion	NOUN
geoplanning-72246	238	4	also	also	ADV
geoplanning-72246	238	5	upon	upon	SCONJ
geoplanning-72246	238	6	closer	close	ADJ
geoplanning-72246	238	7	observation	observation	NOUN
geoplanning-72246	238	8	showed	show	VERB
geoplanning-72246	238	9	minor	minor	ADJ
geoplanning-72246	238	10	positive	positive	ADJ
geoplanning-72246	238	11	correlation	correlation	NOUN
geoplanning-72246	238	12	with	with	ADP
geoplanning-72246	238	13	temperature	temperature	NOUN
geoplanning-72246	238	14	(	(	PUNCT
geoplanning-72246	238	15	cc	cc	X
geoplanning-72246	238	16	=	=	NOUN
geoplanning-72246	238	17	0.42	0.42	NUM
geoplanning-72246	238	18	)	)	PUNCT
geoplanning-72246	238	19	.	.	PUNCT
geoplanning-72246	239	1	figure	figure	NOUN
geoplanning-72246	239	2	19	19	NUM
geoplanning-72246	239	3	.	.	PUNCT
geoplanning-72246	240	1	statistic	statistic	PROPN
geoplanning-72246	240	2	for	for	ADP
geoplanning-72246	240	3	level	level	NOUN
geoplanning-72246	240	4	of	of	ADP
geoplanning-72246	240	5	coastal	coastal	ADJ
geoplanning-72246	240	6	erosion	erosion	NOUN
geoplanning-72246	240	7	table	table	NOUN
geoplanning-72246	240	8	1	1	NUM
geoplanning-72246	240	9	illustrates	illustrate	VERB
geoplanning-72246	240	10	some	some	DET
geoplanning-72246	240	11	descriptive	descriptive	ADJ
geoplanning-72246	240	12	statistics	statistic	NOUN
geoplanning-72246	240	13	of	of	ADP
geoplanning-72246	240	14	mean	mean	ADJ
geoplanning-72246	240	15	,	,	PUNCT
geoplanning-72246	240	16	standard	standard	ADJ
geoplanning-72246	240	17	deviation	deviation	NOUN
geoplanning-72246	240	18	(	(	PUNCT
geoplanning-72246	240	19	std	std	NOUN
geoplanning-72246	240	20	)	)	PUNCT
geoplanning-72246	240	21	,	,	PUNCT
geoplanning-72246	240	22	minimum	minimum	NOUN
geoplanning-72246	240	23	(	(	PUNCT
geoplanning-72246	240	24	min	min	NOUN
geoplanning-72246	240	25	)	)	PUNCT
geoplanning-72246	240	26	,	,	PUNCT
geoplanning-72246	240	27	maximum(max	maximum(max	PROPN
geoplanning-72246	240	28	)	)	PUNCT
geoplanning-72246	240	29	parameters	parameter	NOUN
geoplanning-72246	240	30	of	of	ADP
geoplanning-72246	240	31	data	datum	NOUN
geoplanning-72246	240	32	quality	quality	NOUN
geoplanning-72246	240	33	across	across	ADP
geoplanning-72246	240	34	42	42	NUM
geoplanning-72246	240	35	stations	station	NOUN
geoplanning-72246	240	36	,	,	PUNCT
geoplanning-72246	240	37	moreover	moreover	ADV
geoplanning-72246	240	38	mean	mean	VERB
geoplanning-72246	240	39	and	and	CCONJ
geoplanning-72246	240	40	std	std	NOUN
geoplanning-72246	240	41	of	of	ADP
geoplanning-72246	240	42	input	input	NOUN
geoplanning-72246	240	43	evaluator	evaluator	NOUN
geoplanning-72246	240	44	attributes	attribute	NOUN
geoplanning-72246	240	45	are	be	AUX
geoplanning-72246	240	46	soil	soil	NOUN
geoplanning-72246	240	47	porosity(38.27,6.33	porosity(38.27,6.33	ADJ
geoplanning-72246	240	48	)	)	PUNCT
geoplanning-72246	240	49	,	,	PUNCT
geoplanning-72246	240	50	tide	tide	NOUN
geoplanning-72246	240	51	height	height	NOUN
geoplanning-72246	240	52	(	(	PUNCT
geoplanning-72246	240	53	2.48,0.64	2.48,0.64	NUM
geoplanning-72246	240	54	)	)	PUNCT
geoplanning-72246	240	55	,	,	PUNCT
geoplanning-72246	240	56	monsoon	monsoon	NOUN
geoplanning-72246	240	57	winds	wind	NOUN
geoplanning-72246	240	58	(	(	PUNCT
geoplanning-72246	240	59	43.37,8.67	43.37,8.67	NOUN
geoplanning-72246	240	60	)	)	PUNCT
geoplanning-72246	240	61	,	,	PUNCT
geoplanning-72246	240	62	rainfall	rainfall	NOUN
geoplanning-72246	240	63	(	(	PUNCT
geoplanning-72246	240	64	2.33,0.44	2.33,0.44	NOUN
geoplanning-72246	240	65	)	)	PUNCT
geoplanning-72246	240	66	,	,	PUNCT
geoplanning-72246	240	67	storm	storm	NOUN
geoplanning-72246	240	68	intensity	intensity	NOUN
geoplanning-72246	240	69	(	(	PUNCT
geoplanning-72246	240	70	151.35,34.47	151.35,34.47	NUM
geoplanning-72246	240	71	)	)	PUNCT
geoplanning-72246	240	72	,	,	PUNCT
geoplanning-72246	240	73	coastal	coastal	ADJ
geoplanning-72246	240	74	slope	slope	NOUN
geoplanning-72246	240	75	(	(	PUNCT
geoplanning-72246	240	76	4.40,4.12	4.40,4.12	NUM
geoplanning-72246	240	77	)	)	PUNCT
geoplanning-72246	240	78	,	,	PUNCT
geoplanning-72246	240	79	wave	wave	NOUN
geoplanning-72246	240	80	height(1.92,0.88	height(1.92,0.88	PROPN
geoplanning-72246	240	81	)	)	PUNCT
geoplanning-72246	240	82	,	,	PUNCT
geoplanning-72246	240	83	sea	sea	NOUN
geoplanning-72246	240	84	level	level	NOUN
geoplanning-72246	240	85	rise	rise	NOUN
geoplanning-72246	240	86	(	(	PUNCT
geoplanning-72246	240	87	4.81,0.53	4.81,0.53	NOUN
geoplanning-72246	240	88	)	)	PUNCT
geoplanning-72246	240	89	,	,	PUNCT
geoplanning-72246	240	90	temperature	temperature	NOUN
geoplanning-72246	240	91	(	(	PUNCT
geoplanning-72246	240	92	30.21,1.09	30.21,1.09	NUM
geoplanning-72246	240	93	)	)	PUNCT
geoplanning-72246	240	94	,	,	PUNCT
geoplanning-72246	240	95	the	the	DET
geoplanning-72246	240	96	level	level	NOUN
geoplanning-72246	240	97	of	of	ADP
geoplanning-72246	240	98	erosion	erosion	NOUN
geoplanning-72246	240	99	(	(	PUNCT
geoplanning-72246	240	100	2.77,1.29	2.77,1.29	NOUN
geoplanning-72246	240	101	)	)	PUNCT
geoplanning-72246	240	102	.	.	PUNCT
geoplanning-72246	241	1	the	the	DET
geoplanning-72246	241	2	std	std	NOUN
geoplanning-72246	241	3	range	range	NOUN
geoplanning-72246	241	4	is	be	AUX
geoplanning-72246	241	5	concentrated	concentrate	VERB
geoplanning-72246	241	6	near	near	ADP
geoplanning-72246	241	7	the	the	DET
geoplanning-72246	241	8	mean	mean	NOUN
geoplanning-72246	241	9	with	with	ADP
geoplanning-72246	241	10	minimal	minimal	ADJ
geoplanning-72246	241	11	variation	variation	NOUN
geoplanning-72246	241	12	,	,	PUNCT
geoplanning-72246	241	13	indicating	indicate	VERB
geoplanning-72246	241	14	acceptable	acceptable	ADJ
geoplanning-72246	241	15	reliability	reliability	NOUN
geoplanning-72246	241	16	for	for	ADP
geoplanning-72246	241	17	forecasting	forecast	VERB
geoplanning-72246	241	18	coastal	coastal	ADJ
geoplanning-72246	241	19	erosion	erosion	NOUN
geoplanning-72246	241	20	changes	change	NOUN
geoplanning-72246	241	21	.	.	PUNCT
geoplanning-72246	242	1	in	in	ADP
geoplanning-72246	242	2	addition	addition	NOUN
geoplanning-72246	242	3	,	,	PUNCT
geoplanning-72246	242	4	figure	figure	VERB
geoplanning-72246	242	5	19	19	NUM
geoplanning-72246	242	6	displays	display	VERB
geoplanning-72246	242	7	the	the	DET
geoplanning-72246	242	8	levels	level	NOUN
geoplanning-72246	242	9	of	of	ADP
geoplanning-72246	242	10	coastal	coastal	ADJ
geoplanning-72246	242	11	erosion	erosion	NOUN
geoplanning-72246	242	12	,	,	PUNCT
geoplanning-72246	242	13	indicating	indicate	VERB
geoplanning-72246	242	14	that	that	SCONJ
geoplanning-72246	242	15	along	along	ADP
geoplanning-72246	242	16	the	the	DET
geoplanning-72246	242	17	vietnamese	vietnamese	ADJ
geoplanning-72246	242	18	shoreline	shoreline	NOUN
geoplanning-72246	242	19	,	,	PUNCT
geoplanning-72246	242	20	level	level	NOUN
geoplanning-72246	242	21	1	1	NUM
geoplanning-72246	242	22	,	,	PUNCT
geoplanning-72246	242	23	level	level	NOUN
geoplanning-72246	242	24	2	2	NUM
geoplanning-72246	242	25	,	,	PUNCT
geoplanning-72246	242	26	level	level	NOUN
geoplanning-72246	242	27	3	3	NUM
geoplanning-72246	242	28	,	,	PUNCT
geoplanning-72246	242	29	level	level	NOUN
geoplanning-72246	242	30	4	4	NUM
geoplanning-72246	242	31	,	,	PUNCT
geoplanning-72246	242	32	and	and	CCONJ
geoplanning-72246	242	33	level	level	NOUN
geoplanning-72246	242	34	5	5	NUM
geoplanning-72246	242	35	correspond	correspond	NOUN
geoplanning-72246	242	36	to	to	ADP
geoplanning-72246	242	37	10	10	NUM
geoplanning-72246	242	38	,	,	PUNCT
geoplanning-72246	242	39	15	15	NUM
geoplanning-72246	242	40	,	,	PUNCT
geoplanning-72246	242	41	9	9	NUM
geoplanning-72246	242	42	,	,	PUNCT
geoplanning-72246	242	43	13	13	NUM
geoplanning-72246	242	44	,	,	PUNCT
geoplanning-72246	242	45	and	and	CCONJ
geoplanning-72246	242	46	5	5	NUM
geoplanning-72246	242	47	points	point	NOUN
geoplanning-72246	242	48	,	,	PUNCT
geoplanning-72246	242	49	respectively	respectively	ADV
geoplanning-72246	242	50	.	.	PUNCT
geoplanning-72246	243	1	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PRON
geoplanning-72246	243	2	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	NUM
geoplanning-72246	243	3	tran	tran	NOUN
geoplanning-72246	243	4	and	and	CCONJ
geoplanning-72246	243	5	nguyen	nguyen	NOUN
geoplanning-72246	243	6	/	/	SYM
geoplanning-72246	243	7	geoplanning	geoplanning	NOUN
geoplanning-72246	243	8	:	:	PUNCT
geoplanning-72246	243	9	journal	journal	NOUN
geoplanning-72246	243	10	of	of	ADP
geoplanning-72246	243	11	geomatics	geomatics	PROPN
geoplanning-72246	243	12	and	and	CCONJ
geoplanning-72246	243	13	planning	planning	NOUN
geoplanning-72246	243	14	,	,	PUNCT
geoplanning-72246	243	15	vol	vol	NOUN
geoplanning-72246	243	16	12	12	NUM
geoplanning-72246	243	17	,	,	PUNCT
geoplanning-72246	243	18	no	no	DET
geoplanning-72246	243	19	2	2	NUM
geoplanning-72246	243	20	,	,	PUNCT
geoplanning-72246	243	21	2025	2025	NUM
geoplanning-72246	243	22	,	,	PUNCT
geoplanning-72246	243	23	139	139	NUM
geoplanning-72246	243	24	-	-	SYM
geoplanning-72246	243	25	158	158	NUM
geoplanning-72246	243	26	doi	doi	NOUN
geoplanning-72246	243	27	:	:	PUNCT
geoplanning-72246	243	28	10.14710	10.14710	NUM
geoplanning-72246	243	29	/	/	SYM
geoplanning-72246	243	30	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	243	31	-	-	PUNCT
geoplanning-72246	243	32	158	158	NUM
geoplanning-72246	243	33	153	153	NUM
geoplanning-72246	243	34	table	table	NOUN
geoplanning-72246	243	35	1	1	NUM
geoplanning-72246	243	36	.	.	PUNCT
geoplanning-72246	243	37	descriptive	descriptive	ADJ
geoplanning-72246	243	38	data	datum	NOUN
geoplanning-72246	243	39	analysis	analysis	NOUN
geoplanning-72246	243	40	cate	cate	PROPN
geoplanning-72246	243	41	gory	gory	NOUN
geoplanning-72246	243	42	soil	soil	NOUN
geoplanning-72246	243	43	porosity	porosity	NOUN
geoplanning-72246	243	44	(	(	PUNCT
geoplanning-72246	243	45	%	%	INTJ
geoplanning-72246	243	46	)	)	PUNCT
geoplanning-72246	243	47	tidal	tidal	ADJ
geoplanning-72246	243	48	height	height	NOUN
geoplanning-72246	243	49	(	(	PUNCT
geoplanning-72246	243	50	m	m	NOUN
geoplanning-72246	243	51	)	)	PUNCT
geoplanning-72246	243	52	monsoon	monsoon	NOUN
geoplanning-72246	243	53	winds	wind	NOUN
geoplanning-72246	243	54	(	(	PUNCT
geoplanning-72246	243	55	km	km	NOUN
geoplanning-72246	243	56	/	/	SYM
geoplanning-72246	243	57	h	h	NOUN
geoplanning-72246	243	58	)	)	PUNCT
geoplanning-72246	243	59	rainf	rainf	NOUN
geoplanning-72246	243	60	all	all	DET
geoplanning-72246	243	61	(	(	PUNCT
geoplanning-72246	243	62	l	l	NOUN
geoplanning-72246	243	63	)	)	PUNCT
geoplanning-72246	243	64	storm	storm	NOUN
geoplanning-72246	243	65	intensity	intensity	NOUN
geoplanning-72246	243	66	(	(	PUNCT
geoplanning-72246	243	67	km	km	NOUN
geoplanning-72246	243	68	/	/	SYM
geoplanning-72246	243	69	h	h	NOUN
geoplanning-72246	243	70	)	)	PUNCT
geoplanning-72246	243	71	coastal	coastal	ADJ
geoplanning-72246	243	72	slope	slope	NOUN
geoplanning-72246	243	73	(	(	PUNCT
geoplanning-72246	243	74	degree	degree	NOUN
geoplanning-72246	243	75	)	)	PUNCT
geoplanning-72246	243	76	wave	wave	NOUN
geoplanning-72246	243	77	height	height	NOUN
geoplanning-72246	243	78	(	(	PUNCT
geoplanning-72246	243	79	m	m	NOUN
geoplanning-72246	243	80	)	)	PUNCT
geoplanning-72246	243	81	sea	sea	NOUN
geoplanning-72246	243	82	level	level	NOUN
geoplanning-72246	243	83	rise	rise	NOUN
geoplanning-72246	243	84	(	(	PUNCT
geoplanning-72246	243	85	mm	mm	NOUN
geoplanning-72246	243	86	/	/	SYM
geoplanning-72246	243	87	year	year	NOUN
geoplanning-72246	243	88	)	)	PUNCT
geoplanning-72246	243	89	tempera	tempera	NOUN
geoplanning-72246	243	90	ture	ture	NOUN
geoplanning-72246	243	91	(	(	PUNCT
geoplanning-72246	243	92	𝒐𝒄	𝒐𝒄	NOUN
geoplanning-72246	243	93	)	)	PUNCT
geoplanning-72246	243	94	level	level	NOUN
geoplanning-72246	243	95	of	of	ADP
geoplanning-72246	243	96	erosion	erosion	NOUN
geoplanning-72246	243	97	mean	mean	VERB
geoplanning-72246	243	98	38.27	38.27	NUM
geoplanning-72246	243	99	2.48	2.48	NUM
geoplanning-72246	243	100	43.37	43.37	NUM
geoplanning-72246	243	101	2.33	2.33	NUM
geoplanning-72246	243	102	151.35	151.35	NUM
geoplanning-72246	243	103	4.40	4.40	NUM
geoplanning-72246	243	104	1.92	1.92	NUM
geoplanning-72246	243	105	4.81	4.81	NUM
geoplanning-72246	243	106	30.21	30.21	NUM
geoplanning-72246	243	107	2.77	2.77	NUM
geoplanning-72246	243	108	std	std	NOUN
geoplanning-72246	243	109	6.33	6.33	NUM
geoplanning-72246	243	110	0.64	0.64	NUM
geoplanning-72246	243	111	8.67	8.67	NUM
geoplanning-72246	243	112	0.44	0.44	NUM
geoplanning-72246	243	113	34.47	34.47	NUM
geoplanning-72246	243	114	4.12	4.12	NUM
geoplanning-72246	243	115	0.88	0.88	NUM
geoplanning-72246	243	116	0.53	0.53	NUM
geoplanning-72246	243	117	1.09	1.09	NUM
geoplanning-72246	243	118	1.29	1.29	NUM
geoplanning-72246	243	119	min	min	NOUN
geoplanning-72246	243	120	25	25	NUM
geoplanning-72246	243	121	2	2	NUM
geoplanning-72246	243	122	25	25	NUM
geoplanning-72246	243	123	1.2	1.2	NUM
geoplanning-72246	243	124	80	80	NUM
geoplanning-72246	243	125	1	1	NUM
geoplanning-72246	243	126	1	1	NUM
geoplanning-72246	243	127	3	3	NUM
geoplanning-72246	243	128	27	27	NUM
geoplanning-72246	243	129	1	1	NUM
geoplanning-72246	243	130	max	max	NOUN
geoplanning-72246	243	131	60	60	NUM
geoplanning-72246	243	132	4	4	NUM
geoplanning-72246	243	133	70	70	NUM
geoplanning-72246	243	134	3.5	3.5	NUM
geoplanning-72246	243	135	200	200	NUM
geoplanning-72246	243	136	20	20	NUM
geoplanning-72246	243	137	4	4	NUM
geoplanning-72246	243	138	5	5	NUM
geoplanning-72246	243	139	32	32	NUM
geoplanning-72246	243	140	5	5	NUM
geoplanning-72246	243	141	figure	figure	NOUN
geoplanning-72246	243	142	20	20	NUM
geoplanning-72246	243	143	.	.	PUNCT
geoplanning-72246	244	1	(	(	PUNCT
geoplanning-72246	244	2	a)training	a)traine	VERB
geoplanning-72246	244	3	loss	loss	NOUN
geoplanning-72246	244	4	,	,	PUNCT
geoplanning-72246	244	5	(	(	PUNCT
geoplanning-72246	244	6	b)validation	b)validation	NOUN
geoplanning-72246	244	7	loss	loss	NOUN
geoplanning-72246	244	8	for	for	ADP
geoplanning-72246	244	9	activation	activation	NOUN
geoplanning-72246	244	10	functions	function	NOUN
geoplanning-72246	244	11	using	use	VERB
geoplanning-72246	244	12	5	5	NUM
geoplanning-72246	244	13	models	model	NOUN
geoplanning-72246	244	14	regarding	regard	VERB
geoplanning-72246	244	15	to	to	PART
geoplanning-72246	244	16	deploy	deploy	VERB
geoplanning-72246	244	17	deep	deep	ADJ
geoplanning-72246	244	18	learning	learning	NOUN
geoplanning-72246	244	19	for	for	ADP
geoplanning-72246	244	20	coastal	coastal	ADJ
geoplanning-72246	244	21	erosion	erosion	NOUN
geoplanning-72246	244	22	analysis	analysis	NOUN
geoplanning-72246	244	23	,	,	PUNCT
geoplanning-72246	244	24	figure	figure	VERB
geoplanning-72246	244	25	20	20	NUM
geoplanning-72246	244	26	presents	present	VERB
geoplanning-72246	244	27	the	the	DET
geoplanning-72246	244	28	combined	combined	ADJ
geoplanning-72246	244	29	loss	loss	NOUN
geoplanning-72246	244	30	curves	curve	NOUN
geoplanning-72246	244	31	(	(	PUNCT
geoplanning-72246	244	32	loss	loss	NOUN
geoplanning-72246	244	33	and	and	CCONJ
geoplanning-72246	244	34	validation	validation	NOUN
geoplanning-72246	244	35	loss	loss	NOUN
geoplanning-72246	244	36	)	)	PUNCT
geoplanning-72246	244	37	and	and	CCONJ
geoplanning-72246	244	38	accuracy	accuracy	NOUN
geoplanning-72246	244	39	curves	curve	NOUN
geoplanning-72246	244	40	(	(	PUNCT
geoplanning-72246	244	41	accuracy	accuracy	NOUN
geoplanning-72246	244	42	and	and	CCONJ
geoplanning-72246	244	43	validation	validation	NOUN
geoplanning-72246	244	44	accuracy	accuracy	NOUN
geoplanning-72246	244	45	)	)	PUNCT
geoplanning-72246	244	46	for	for	ADP
geoplanning-72246	244	47	the	the	DET
geoplanning-72246	244	48	five	five	NUM
geoplanning-72246	244	49	models	model	NOUN
geoplanning-72246	244	50	at	at	ADP
geoplanning-72246	244	51	the	the	DET
geoplanning-72246	244	52	150th	150th	ADJ
geoplanning-72246	244	53	epoch	epoch	NOUN
geoplanning-72246	244	54	.	.	PUNCT
geoplanning-72246	245	1	the	the	DET
geoplanning-72246	245	2	diagrams	diagram	NOUN
geoplanning-72246	245	3	highlight	highlight	VERB
geoplanning-72246	245	4	the	the	DET
geoplanning-72246	245	5	influence	influence	NOUN
geoplanning-72246	245	6	of	of	ADP
geoplanning-72246	245	7	convergence	convergence	NOUN
geoplanning-72246	245	8	and	and	CCONJ
geoplanning-72246	245	9	model	model	NOUN
geoplanning-72246	245	10	performance	performance	NOUN
geoplanning-72246	245	11	,	,	PUNCT
geoplanning-72246	245	12	revealing	reveal	VERB
geoplanning-72246	245	13	that	that	SCONJ
geoplanning-72246	245	14	the	the	DET
geoplanning-72246	245	15	validation	validation	NOUN
geoplanning-72246	245	16	loss	loss	NOUN
geoplanning-72246	245	17	and	and	CCONJ
geoplanning-72246	245	18	accuracy	accuracy	NOUN
geoplanning-72246	245	19	of	of	ADP
geoplanning-72246	245	20	the	the	DET
geoplanning-72246	245	21	rnn	rnn	NOUN
geoplanning-72246	245	22	and	and	CCONJ
geoplanning-72246	245	23	its	its	PRON
geoplanning-72246	245	24	variant	variant	NOUN
geoplanning-72246	245	25	models	model	NOUN
geoplanning-72246	245	26	failed	fail	VERB
geoplanning-72246	245	27	to	to	PART
geoplanning-72246	245	28	converge	converge	VERB
geoplanning-72246	245	29	.	.	PUNCT
geoplanning-72246	246	1	meanwhile	meanwhile	ADV
geoplanning-72246	246	2	,	,	PUNCT
geoplanning-72246	246	3	other	other	ADJ
geoplanning-72246	246	4	models	model	NOUN
geoplanning-72246	246	5	exhibited	exhibit	VERB
geoplanning-72246	246	6	significant	significant	ADJ
geoplanning-72246	246	7	fluctuations	fluctuation	NOUN
geoplanning-72246	246	8	under	under	ADP
geoplanning-72246	246	9	specific	specific	ADJ
geoplanning-72246	246	10	training	training	NOUN
geoplanning-72246	246	11	conditions	condition	NOUN
geoplanning-72246	246	12	,	,	PUNCT
geoplanning-72246	246	13	indicating	indicate	VERB
geoplanning-72246	246	14	instability	instability	NOUN
geoplanning-72246	246	15	in	in	ADP
geoplanning-72246	246	16	their	their	PRON
geoplanning-72246	246	17	learning	learning	NOUN
geoplanning-72246	246	18	process	process	NOUN
geoplanning-72246	246	19	.	.	PUNCT
geoplanning-72246	247	1	additionally	additionally	ADV
geoplanning-72246	247	2	,	,	PUNCT
geoplanning-72246	247	3	the	the	DET
geoplanning-72246	247	4	study	study	NOUN
geoplanning-72246	247	5	conducted	conduct	VERB
geoplanning-72246	247	6	experiments	experiment	NOUN
geoplanning-72246	247	7	on	on	ADP
geoplanning-72246	247	8	all	all	DET
geoplanning-72246	247	9	models	model	NOUN
geoplanning-72246	247	10	,	,	PUNCT
geoplanning-72246	247	11	and	and	CCONJ
geoplanning-72246	247	12	the	the	DET
geoplanning-72246	247	13	results	result	NOUN
geoplanning-72246	247	14	presented	present	VERB
geoplanning-72246	247	15	in	in	ADP
geoplanning-72246	247	16	table	table	NOUN
geoplanning-72246	247	17	2	2	NUM
geoplanning-72246	247	18	,	,	PUNCT
geoplanning-72246	247	19	and	and	CCONJ
geoplanning-72246	247	20	figure	figure	VERB
geoplanning-72246	247	21	21	21	NUM
geoplanning-72246	247	22	present	present	VERB
geoplanning-72246	247	23	the	the	DET
geoplanning-72246	247	24	simulation	simulation	NOUN
geoplanning-72246	247	25	outcomes	outcome	NOUN
geoplanning-72246	247	26	of	of	ADP
geoplanning-72246	247	27	the	the	DET
geoplanning-72246	247	28	five	five	NUM
geoplanning-72246	247	29	models	model	NOUN
geoplanning-72246	247	30	.	.	PUNCT
geoplanning-72246	248	1	results	result	NOUN
geoplanning-72246	248	2	suggest	suggest	VERB
geoplanning-72246	248	3	the	the	DET
geoplanning-72246	248	4	best	good	ADJ
geoplanning-72246	248	5	forecasting	forecasting	NOUN
geoplanning-72246	248	6	model	model	NOUN
geoplanning-72246	248	7	is	be	AUX
geoplanning-72246	248	8	hybrid	hybrid	ADJ
geoplanning-72246	248	9	rnn_lstm	rnn_lstm	X
geoplanning-72246	248	10	(	(	PUNCT
geoplanning-72246	248	11	5.85	5.85	NUM
geoplanning-72246	248	12	)	)	PUNCT
geoplanning-72246	248	13	followed	follow	VERB
geoplanning-72246	248	14	by	by	ADP
geoplanning-72246	248	15	simple	simple	ADJ
geoplanning-72246	248	16	rnn	rnn	NOUN
geoplanning-72246	248	17	.	.	PUNCT
geoplanning-72246	249	1	the	the	DET
geoplanning-72246	249	2	other	other	ADJ
geoplanning-72246	249	3	models	model	NOUN
geoplanning-72246	249	4	(	(	PUNCT
geoplanning-72246	249	5	lstm	lstm	PROPN
geoplanning-72246	249	6	,	,	PUNCT
geoplanning-72246	249	7	birnn	birnn	NOUN
geoplanning-72246	249	8	,	,	PUNCT
geoplanning-72246	249	9	bilstm	bilstm	NOUN
geoplanning-72246	249	10	)	)	PUNCT
geoplanning-72246	249	11	also	also	ADV
geoplanning-72246	249	12	provide	provide	VERB
geoplanning-72246	249	13	reasonable	reasonable	ADJ
geoplanning-72246	249	14	performance	performance	NOUN
geoplanning-72246	249	15	but	but	CCONJ
geoplanning-72246	249	16	somewhat	somewhat	ADV
geoplanning-72246	249	17	lower	low	ADJ
geoplanning-72246	249	18	in	in	ADP
geoplanning-72246	249	19	accuracy	accuracy	NOUN
geoplanning-72246	249	20	than	than	ADP
geoplanning-72246	249	21	the	the	DET
geoplanning-72246	249	22	top	top	ADJ
geoplanning-72246	249	23	two	two	NUM
geoplanning-72246	249	24	models	model	NOUN
geoplanning-72246	249	25	.	.	PUNCT
geoplanning-72246	250	1	table	table	NOUN
geoplanning-72246	250	2	2	2	NUM
geoplanning-72246	250	3	.	.	X
geoplanning-72246	250	4	standard	standard	ADJ
geoplanning-72246	250	5	metrics	metric	NOUN
geoplanning-72246	250	6	for	for	ADP
geoplanning-72246	250	7	accuracy	accuracy	NOUN
geoplanning-72246	250	8	model	model	NOUN
geoplanning-72246	250	9	rmse	rmse	PROPN
geoplanning-72246	250	10	r_squared	r_square	VERB
geoplanning-72246	250	11	mae	mae	PROPN
geoplanning-72246	250	12	cc	cc	PROPN
geoplanning-72246	250	13	std	std	PROPN
geoplanning-72246	250	14	rnn	rnn	VERB
geoplanning-72246	250	15	0.77	0.77	NUM
geoplanning-72246	250	16	0.74	0.74	NUM
geoplanning-72246	250	17	0.43	0.43	NUM
geoplanning-72246	250	18	0.90	0.90	NUM
geoplanning-72246	250	19	1.62	1.62	NUM
geoplanning-72246	250	20	birnn	birnn	NOUN
geoplanning-72246	250	21	0.93	0.93	NUM
geoplanning-72246	250	22	0.53	0.53	NUM
geoplanning-72246	250	23	0.57	0.57	NUM
geoplanning-72246	250	24	0.86	0.86	NUM
geoplanning-72246	250	25	1.80	1.80	NUM
geoplanning-72246	250	26	lstm	lstm	NOUN
geoplanning-72246	250	27	0.83	0.83	NUM
geoplanning-72246	250	28	0.66	0.66	NUM
geoplanning-72246	250	29	0.77	0.77	NUM
geoplanning-72246	250	30	0.85	0.85	NUM
geoplanning-72246	250	31	0.61	0.61	NUM
geoplanning-72246	250	32	bilstm	bilstm	NOUN
geoplanning-72246	250	33	0.88	0.88	NUM
geoplanning-72246	250	34	0.51	0.51	NUM
geoplanning-72246	250	35	0.74	0.74	NUM
geoplanning-72246	250	36	0.80	0.80	NUM
geoplanning-72246	250	37	0.84	0.84	NUM
geoplanning-72246	250	38	hybrid	hybrid	NOUN
geoplanning-72246	250	39	rnn_lstm	rnn_lstm	NOUN
geoplanning-72246	250	40	0.71	0.71	NUM
geoplanning-72246	250	41	0.77	0.77	NUM
geoplanning-72246	250	42	0.35	0.35	NUM
geoplanning-72246	250	43	0.91	0.91	NUM
geoplanning-72246	250	44	1.54	1.54	NUM
geoplanning-72246	250	45	a	a	DET
geoplanning-72246	250	46	taylor	taylor	PROPN
geoplanning-72246	250	47	diagram	diagram	NOUN
geoplanning-72246	250	48	illustrates	illustrate	VERB
geoplanning-72246	250	49	in	in	ADP
geoplanning-72246	250	50	a	a	DET
geoplanning-72246	250	51	graphical	graphical	ADJ
geoplanning-72246	250	52	way	way	NOUN
geoplanning-72246	250	53	how	how	SCONJ
geoplanning-72246	250	54	std	std	NOUN
geoplanning-72246	250	55	and	and	CCONJ
geoplanning-72246	250	56	cc	cc	NOUN
geoplanning-72246	250	57	are	be	AUX
geoplanning-72246	250	58	related	relate	VERB
geoplanning-72246	250	59	for	for	ADP
geoplanning-72246	250	60	varying	vary	VERB
geoplanning-72246	250	61	models	model	NOUN
geoplanning-72246	250	62	(	(	PUNCT
geoplanning-72246	250	63	rnns	rnns	NOUN
geoplanning-72246	250	64	,	,	PUNCT
geoplanning-72246	250	65	birnns	birnn	NOUN
geoplanning-72246	250	66	,	,	PUNCT
geoplanning-72246	250	67	lstms	lstms	ADJ
geoplanning-72246	250	68	and	and	CCONJ
geoplanning-72246	250	69	bi	bi	ADJ
geoplanning-72246	250	70	-	-	ADJ
geoplanning-72246	250	71	lstms	lstms	ADJ
geoplanning-72246	250	72	and	and	CCONJ
geoplanning-72246	250	73	hybrid_rnn_lstm	hybrid_rnn_lstm	NOUN
geoplanning-72246	250	74	)	)	PUNCT
geoplanning-72246	250	75	against	against	ADP
geoplanning-72246	250	76	an	an	DET
geoplanning-72246	250	77	ideal	ideal	ADJ
geoplanning-72246	250	78	reference	reference	NOUN
geoplanning-72246	250	79	.	.	PUNCT
geoplanning-72246	251	1	in	in	ADP
geoplanning-72246	251	2	particular	particular	ADJ
geoplanning-72246	251	3	,	,	PUNCT
geoplanning-72246	251	4	figure	figure	NOUN
geoplanning-72246	251	5	22	22	NUM
geoplanning-72246	251	6	shows	show	VERB
geoplanning-72246	251	7	a	a	DET
geoplanning-72246	251	8	visual	visual	ADJ
geoplanning-72246	251	9	std	std	NOUN
geoplanning-72246	251	10	and	and	CCONJ
geoplanning-72246	251	11	cc	cc	ADP
geoplanning-72246	251	12	comparisons	comparison	NOUN
geoplanning-72246	251	13	for	for	ADP
geoplanning-72246	251	14	std	std	NOUN
geoplanning-72246	251	15	from	from	ADP
geoplanning-72246	251	16	different	different	ADJ
geoplanning-72246	251	17	models	model	NOUN
geoplanning-72246	251	18	.	.	PUNCT
geoplanning-72246	252	1	the	the	DET
geoplanning-72246	252	2	hybrid	hybrid	PROPN
geoplanning-72246	252	3	rnn‐lstm	rnn‐lstm	PROPN
geoplanning-72246	252	4	model	model	PROPN
geoplanning-72246	252	5	has	have	VERB
geoplanning-72246	252	6	strongest	strong	ADJ
geoplanning-72246	252	7	correlation	correlation	NOUN
geoplanning-72246	252	8	(	(	PUNCT
geoplanning-72246	252	9	0.91	0.91	NUM
geoplanning-72246	252	10	)	)	PUNCT
geoplanning-72246	252	11	with	with	ADP
geoplanning-72246	252	12	smallest	small	ADJ
geoplanning-72246	252	13	standard	standard	ADJ
geoplanning-72246	252	14	deviation	deviation	NOUN
geoplanning-72246	252	15	;	;	PUNCT
geoplanning-72246	252	16	hence	hence	ADV
geoplanning-72246	252	17	,	,	PUNCT
geoplanning-72246	252	18	this	this	PRON
geoplanning-72246	252	19	is	be	AUX
geoplanning-72246	252	20	considered	consider	VERB
geoplanning-72246	252	21	as	as	ADP
geoplanning-72246	252	22	a	a	DET
geoplanning-72246	252	23	perfect	perfect	ADJ
geoplanning-72246	252	24	forecasting	forecasting	NOUN
geoplanning-72246	252	25	model	model	NOUN
geoplanning-72246	252	26	.	.	PUNCT
geoplanning-72246	253	1	the	the	DET
geoplanning-72246	253	2	rnn	rnn	PROPN
geoplanning-72246	253	3	model	model	NOUN
geoplanning-72246	253	4	showed	show	VERB
geoplanning-72246	253	5	good	good	ADJ
geoplanning-72246	253	6	performance	performance	NOUN
geoplanning-72246	253	7	with	with	ADP
geoplanning-72246	253	8	cc	cc	PROPN
geoplanning-72246	253	9	of	of	ADP
geoplanning-72246	253	10	~0.90	~0.90	PRON
geoplanning-72246	253	11	.	.	PUNCT
geoplanning-72246	254	1	other	other	ADJ
geoplanning-72246	254	2	models	model	NOUN
geoplanning-72246	254	3	(	(	PUNCT
geoplanning-72246	254	4	birnn	birnn	NOUN
geoplanning-72246	254	5	,	,	PUNCT
geoplanning-72246	254	6	lstm	lstm	NOUN
geoplanning-72246	254	7	,	,	PUNCT
geoplanning-72246	254	8	bilstm	bilstm	NOUN
geoplanning-72246	254	9	)	)	PUNCT
geoplanning-72246	254	10	have	have	VERB
geoplanning-72246	254	11	relatively	relatively	ADV
geoplanning-72246	254	12	lower	low	ADJ
geoplanning-72246	254	13	cc	cc	ADP
geoplanning-72246	254	14	values	value	NOUN
geoplanning-72246	254	15	.	.	PUNCT
geoplanning-72246	255	1	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PRON
geoplanning-72246	255	2	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PRON
geoplanning-72246	255	3	tran	tran	NOUN
geoplanning-72246	255	4	and	and	CCONJ
geoplanning-72246	255	5	nguyen	nguyen	NOUN
geoplanning-72246	255	6	/	/	SYM
geoplanning-72246	255	7	geoplanning	geoplanning	NOUN
geoplanning-72246	255	8	:	:	PUNCT
geoplanning-72246	255	9	journal	journal	NOUN
geoplanning-72246	255	10	of	of	ADP
geoplanning-72246	255	11	geomatics	geomatics	PROPN
geoplanning-72246	255	12	and	and	CCONJ
geoplanning-72246	255	13	planning	planning	NOUN
geoplanning-72246	255	14	,	,	PUNCT
geoplanning-72246	255	15	vol	vol	NOUN
geoplanning-72246	255	16	12	12	NUM
geoplanning-72246	255	17	,	,	PUNCT
geoplanning-72246	255	18	no	no	DET
geoplanning-72246	255	19	2	2	NUM
geoplanning-72246	255	20	,	,	PUNCT
geoplanning-72246	255	21	2025	2025	NUM
geoplanning-72246	255	22	,	,	PUNCT
geoplanning-72246	255	23	139	139	NUM
geoplanning-72246	255	24	-	-	SYM
geoplanning-72246	255	25	158	158	NUM
geoplanning-72246	255	26	doi	doi	NOUN
geoplanning-72246	255	27	:	:	PUNCT
geoplanning-72246	255	28	10.14710	10.14710	NUM
geoplanning-72246	255	29	/	/	SYM
geoplanning-72246	255	30	geoplanning.12.2.139	geoplanning.12.2.139	NUM
geoplanning-72246	255	31	-	-	PUNCT
geoplanning-72246	255	32	158	158	NUM
geoplanning-72246	255	33	154	154	NUM
geoplanning-72246	255	34	figure	figure	NOUN
geoplanning-72246	255	35	21	21	NUM
geoplanning-72246	255	36	.	.	PUNCT
geoplanning-72246	256	1	the	the	DET
geoplanning-72246	256	2	regression	regression	NOUN
geoplanning-72246	256	3	for	for	ADP
geoplanning-72246	256	4	forecasting	forecasting	NOUN
geoplanning-72246	256	5	of	of	ADP
geoplanning-72246	256	6	five	five	NUM
geoplanning-72246	256	7	models	model	NOUN
geoplanning-72246	256	8	based	base	VERB
geoplanning-72246	256	9	on	on	ADP
geoplanning-72246	256	10	testing	testing	NOUN
geoplanning-72246	256	11	phase	phase	NOUN
geoplanning-72246	256	12	figure	figure	NOUN
geoplanning-72246	256	13	22	22	NUM
geoplanning-72246	256	14	.	.	PUNCT
geoplanning-72246	257	1	taylor	taylor	PROPN
geoplanning-72246	257	2	diagram	diagram	PROPN
geoplanning-72246	257	3	for	for	ADP
geoplanning-72246	257	4	models	model	NOUN
geoplanning-72246	257	5	’	'	PUNCT
geoplanning-72246	257	6	performance	performance	NOUN
geoplanning-72246	257	7	figure	figure	NOUN
geoplanning-72246	257	8	23	23	NUM
geoplanning-72246	257	9	summaries	summary	NOUN
geoplanning-72246	257	10	shap	shap	PROPN
geoplanning-72246	257	11	plot	plot	NOUN
geoplanning-72246	257	12	to	to	PART
geoplanning-72246	257	13	provide	provide	VERB
geoplanning-72246	257	14	insights	insight	NOUN
geoplanning-72246	257	15	into	into	ADP
geoplanning-72246	257	16	the	the	DET
geoplanning-72246	257	17	impact	impact	NOUN
geoplanning-72246	257	18	of	of	ADP
geoplanning-72246	257	19	different	different	ADJ
geoplanning-72246	257	20	features	feature	NOUN
geoplanning-72246	257	21	on	on	ADP
geoplanning-72246	257	22	the	the	DET
geoplanning-72246	257	23	model	model	NOUN
geoplanning-72246	257	24	's	's	PART
geoplanning-72246	257	25	predictions	prediction	NOUN
geoplanning-72246	257	26	for	for	ADP
geoplanning-72246	257	27	coastal	coastal	ADJ
geoplanning-72246	257	28	erosion	erosion	NOUN
geoplanning-72246	257	29	levels	level	NOUN
geoplanning-72246	257	30	.	.	PUNCT
geoplanning-72246	258	1	it	it	PRON
geoplanning-72246	258	2	highlights	highlight	VERB
geoplanning-72246	258	3	that	that	SCONJ
geoplanning-72246	258	4	monsoon	monsoon	NOUN
geoplanning-72246	258	5	winds	wind	NOUN
geoplanning-72246	258	6	,	,	PUNCT
geoplanning-72246	258	7	storm	storm	NOUN
geoplanning-72246	258	8	intensity	intensity	NOUN
geoplanning-72246	258	9	,	,	PUNCT
geoplanning-72246	258	10	and	and	CCONJ
geoplanning-72246	258	11	tidal	tidal	ADJ
geoplanning-72246	258	12	height	height	NOUN
geoplanning-72246	258	13	have	have	VERB
geoplanning-72246	258	14	the	the	DET
geoplanning-72246	258	15	most	most	ADV
geoplanning-72246	258	16	significant	significant	ADJ
geoplanning-72246	258	17	influence	influence	NOUN
geoplanning-72246	258	18	,	,	PUNCT
geoplanning-72246	258	19	as	as	SCONJ
geoplanning-72246	258	20	indicated	indicate	VERB
geoplanning-72246	258	21	by	by	ADP
geoplanning-72246	258	22	the	the	DET
geoplanning-72246	258	23	wider	wide	ADJ
geoplanning-72246	258	24	spread	spread	NOUN
geoplanning-72246	258	25	of	of	ADP
geoplanning-72246	258	26	shap	shap	PROPN
geoplanning-72246	258	27	values	value	NOUN
geoplanning-72246	258	28	along	along	ADP
geoplanning-72246	258	29	the	the	DET
geoplanning-72246	258	30	x	x	NOUN
geoplanning-72246	258	31	-	-	NOUN
geoplanning-72246	258	32	axis	axis	ADJ
geoplanning-72246	258	33	.	.	PUNCT
geoplanning-72246	259	1	these	these	DET
geoplanning-72246	259	2	combination	combination	NOUN
geoplanning-72246	259	3	of	of	ADP
geoplanning-72246	259	4	features	feature	NOUN
geoplanning-72246	259	5	have	have	VERB
geoplanning-72246	259	6	a	a	DET
geoplanning-72246	259	7	positive	positive	ADJ
geoplanning-72246	259	8	contribution	contribution	NOUN
geoplanning-72246	259	9	as	as	ADV
geoplanning-72246	259	10	well	well	ADV
geoplanning-72246	259	11	as	as	ADP
geoplanning-72246	259	12	a	a	DET
geoplanning-72246	259	13	negative	negative	ADJ
geoplanning-72246	259	14	one	one	NOUN
geoplanning-72246	259	15	,	,	PUNCT
geoplanning-72246	259	16	meaning	mean	VERB
geoplanning-72246	259	17	that	that	SCONJ
geoplanning-72246	259	18	they	they	PRON
geoplanning-72246	259	19	play	play	VERB
geoplanning-72246	259	20	an	an	DET
geoplanning-72246	259	21	important	important	ADJ
geoplanning-72246	259	22	role	role	NOUN
geoplanning-72246	259	23	on	on	ADP
geoplanning-72246	259	24	differences	difference	NOUN
geoplanning-72246	259	25	in	in	ADP
geoplanning-72246	259	26	coastal	coastal	ADJ
geoplanning-72246	259	27	erosion	erosion	NOUN
geoplanning-72246	259	28	.	.	PUNCT
geoplanning-72246	260	1	they	they	PRON
geoplanning-72246	260	2	influence	influence	VERB
geoplanning-72246	260	3	the	the	DET
geoplanning-72246	260	4	model	model	NOUN
geoplanning-72246	260	5	,	,	PUNCT
geoplanning-72246	260	6	too	too	ADV
geoplanning-72246	260	7	:	:	PUNCT
geoplanning-72246	260	8	coastal	coastal	ADJ
geoplanning-72246	260	9	slope	slope	NOUN
geoplanning-72246	260	10	,	,	PUNCT
geoplanning-72246	260	11	wave	wave	NOUN
geoplanning-72246	260	12	height	height	NOUN
geoplanning-72246	260	13	and	and	CCONJ
geoplanning-72246	260	14	soil	soil	NOUN
geoplanning-72246	260	15	porosity	porosity	NOUN
geoplanning-72246	260	16	have	have	VERB
geoplanning-72246	260	17	a	a	DET
geoplanning-72246	260	18	lower	low	ADJ
geoplanning-72246	260	19	shap	shap	NOUN
geoplanning-72246	260	20	value	value	NOUN
geoplanning-72246	260	21	where	where	SCONJ
geoplanning-72246	260	22	,	,	PUNCT
geoplanning-72246	260	23	again	again	ADV
geoplanning-72246	260	24	the	the	DET
geoplanning-72246	260	25	range	range	NOUN
geoplanning-72246	260	26	is	be	AUX
geoplanning-72246	260	27	smaller	small	ADJ
geoplanning-72246	260	28	than	than	ADP
geoplanning-72246	260	29	monsoon	monsoon	NOUN
geoplanning-72246	260	30	winds	wind	NOUN
geoplanning-72246	260	31	or	or	CCONJ
geoplanning-72246	260	32	tidal	tidal	ADJ
geoplanning-72246	260	33	height	height	NOUN
geoplanning-72246	260	34	but	but	CCONJ
geoplanning-72246	260	35	higher	high	ADJ
geoplanning-72246	260	36	than	than	ADP
geoplanning-72246	260	37	more	more	ADV
geoplanning-72246	260	38	moderate	moderate	ADJ
geoplanning-72246	260	39	impacts	impact	NOUN
geoplanning-72246	260	40	in	in	ADP
geoplanning-72246	260	41	contrast	contrast	NOUN
geoplanning-72246	260	42	sea	sea	NOUN
geoplanning-72246	260	43	level	level	NOUN
geoplanning-72246	260	44	rise	rise	NOUN
geoplanning-72246	260	45	and	and	CCONJ
geoplanning-72246	260	46	rainfall	rainfall	NOUN
geoplanning-72246	260	47	display	display	VERB
geoplanning-72246	260	48	less	less	ADJ
geoplanning-72246	260	49	shap	shap	PROPN
geoplanning-72246	260	50	values	value	NOUN
geoplanning-72246	260	51	spread	spread	VERB
geoplanning-72246	260	52	suggesting	suggest	VERB
geoplanning-72246	260	53	a	a	DET
geoplanning-72246	260	54	lesser	less	ADJ
geoplanning-72246	260	55	overall	overall	ADJ
geoplanning-72246	260	56	effect	effect	NOUN
geoplanning-72246	260	57	.	.	PUNCT
geoplanning-72246	261	1	on	on	ADP
geoplanning-72246	261	2	the	the	DET
geoplanning-72246	261	3	other	other	ADJ
geoplanning-72246	261	4	hand	hand	NOUN
geoplanning-72246	261	5	,	,	PUNCT
geoplanning-72246	261	6	sea	sea	NOUN
geoplanning-72246	261	7	level	level	NOUN
geoplanning-72246	261	8	rise	rise	NOUN
geoplanning-72246	261	9	and	and	CCONJ
geoplanning-72246	261	10	rainfall	rainfall	NOUN
geoplanning-72246	261	11	have	have	VERB
geoplanning-72246	261	12	not	not	PART
geoplanning-72246	261	13	such	such	ADJ
geoplanning-72246	261	14	rounded	rounded	ADJ
geoplanning-72246	261	15	shap	shap	NOUN
geoplanning-72246	261	16	values	value	NOUN
geoplanning-72246	261	17	span	span	NOUN
geoplanning-72246	261	18	(	(	PUNCT
geoplanning-72246	261	19	smaller	small	ADJ
geoplanning-72246	261	20	effect	effect	NOUN
geoplanning-72246	261	21	)	)	PUNCT
geoplanning-72246	261	22	,	,	PUNCT
geoplanning-72246	261	23	as	as	ADP
geoplanning-72246	261	24	an	an	DET
geoplanning-72246	261	25	example	example	NOUN
geoplanning-72246	261	26	.	.	PUNCT
geoplanning-72246	262	1	rainfall	rainfall	NOUN
geoplanning-72246	262	2	appears	appear	VERB
geoplanning-72246	262	3	to	to	PART
geoplanning-72246	262	4	have	have	VERB
geoplanning-72246	262	5	almost	almost	ADV
geoplanning-72246	262	6	zero	zero	NUM
geoplanning-72246	262	7	effect	effect	NOUN
geoplanning-72246	262	8	,	,	PUNCT
geoplanning-72246	262	9	with	with	ADP
geoplanning-72246	262	10	shap	shap	PROPN
geoplanning-72246	262	11	values	value	NOUN
geoplanning-72246	262	12	distributed	distribute	VERB
geoplanning-72246	262	13	around	around	ADP
geoplanning-72246	262	14	zero	zero	NUM
geoplanning-72246	262	15	which	which	PRON
geoplanning-72246	262	16	would	would	AUX
geoplanning-72246	262	17	mean	mean	VERB
geoplanning-72246	262	18	minor	minor	ADJ
geoplanning-72246	262	19	influence	influence	NOUN
geoplanning-72246	262	20	on	on	ADP
geoplanning-72246	262	21	the	the	DET
geoplanning-72246	262	22	model	model	NOUN
geoplanning-72246	262	23	.	.	PUNCT
geoplanning-72246	263	1	image	image	VERB
geoplanning-72246	263	2	the	the	DET
geoplanning-72246	263	3	northern	northern	ADJ
geoplanning-72246	263	4	coast	coast	NOUN
geoplanning-72246	263	5	to	to	ADP
geoplanning-72246	263	6	southern	southern	ADJ
geoplanning-72246	263	7	regions	region	NOUN
geoplanning-72246	263	8	of	of	ADP
geoplanning-72246	263	9	vietnam	vietnam	PROPN
geoplanning-72246	263	10	:	:	PUNCT
geoplanning-72246	263	11	one	one	NUM
geoplanning-72246	263	12	of	of	ADP
geoplanning-72246	263	13	the	the	DET
geoplanning-72246	263	14	countries	country	NOUN
geoplanning-72246	263	15	which	which	PRON
geoplanning-72246	263	16	gets	get	VERB
geoplanning-72246	263	17	maximum	maximum	ADJ
geoplanning-72246	263	18	tempo	tempo	NOUN
geoplanning-72246	263	19	changed	change	VERB
geoplanning-72246	263	20	weather	weather	NOUN
geoplanning-72246	263	21	,	,	PUNCT
geoplanning-72246	263	22	coastal	coastal	ADJ
geoplanning-72246	263	23	erosion	erosion	NOUN
geoplanning-72246	263	24	has	have	AUX
geoplanning-72246	263	25	been	be	AUX
geoplanning-72246	263	26	the	the	DET
geoplanning-72246	263	27	most	most	ADV
geoplanning-72246	263	28	threatening	threatening	ADJ
geoplanning-72246	263	29	issue	issue	NOUN
geoplanning-72246	263	30	on	on	ADP
geoplanning-72246	263	31	land	land	NOUN
geoplanning-72246	263	32	from	from	ADP
geoplanning-72246	263	33	northwards	northward	NOUN
geoplanning-72246	263	34	.	.	PUNCT
geoplanning-72246	264	1	studying	study	VERB
geoplanning-72246	264	2	and	and	CCONJ
geoplanning-72246	264	3	predicting	predict	VERB
geoplanning-72246	264	4	coastal	coastal	ADJ
geoplanning-72246	264	5	erosion	erosion	NOUN
geoplanning-72246	264	6	is	be	AUX
geoplanning-72246	264	7	therefore	therefore	ADV
geoplanning-72246	264	8	central	central	ADJ
geoplanning-72246	264	9	to	to	ADP
geoplanning-72246	264	10	developing	develop	VERB
geoplanning-72246	264	11	effective	effective	ADJ
geoplanning-72246	264	12	mitigation	mitigation	NOUN
geoplanning-72246	264	13	strategies	strategy	NOUN
geoplanning-72246	264	14	for	for	ADP
geoplanning-72246	264	15	local	local	ADJ
geoplanning-72246	264	16	communities	community	NOUN
geoplanning-72246	264	17	to	to	PART
geoplanning-72246	264	18	help	help	VERB
geoplanning-72246	264	19	reduce	reduce	VERB
geoplanning-72246	264	20	its	its	PRON
geoplanning-72246	264	21	impact	impact	NOUN
geoplanning-72246	264	22	.	.	PUNCT
geoplanning-72246	265	1	we	we	PRON
geoplanning-72246	265	2	used	use	VERB
geoplanning-72246	265	3	the	the	DET
geoplanning-72246	265	4	forecasting	forecasting	NOUN
geoplanning-72246	265	5	models	model	NOUN
geoplanning-72246	265	6	to	to	PART
geoplanning-72246	265	7	predict	predict	VERB
geoplanning-72246	265	8	coastal	coastal	ADJ
geoplanning-72246	265	9	erosion	erosion	NOUN
geoplanning-72246	265	10	at	at	ADP
geoplanning-72246	265	11	52	52	NUM
geoplanning-72246	265	12	sites	site	NOUN
geoplanning-72246	265	13	along	along	ADP
geoplanning-72246	265	14	vietnam	vietnam	PROPN
geoplanning-72246	265	15	coastline	coastline	NOUN
geoplanning-72246	265	16	,	,	PUNCT
geoplanning-72246	265	17	this	this	DET
geoplanning-72246	265	18	study	study	NOUN
geoplanning-72246	265	19	findings	finding	NOUN
geoplanning-72246	265	20	showed	show	VERB
geoplanning-72246	265	21	that	that	SCONJ
geoplanning-72246	265	22	the	the	DET
geoplanning-72246	265	23	number	number	NOUN
geoplanning-72246	265	24	of	of	ADP
geoplanning-72246	265	25	erosion	erosion	NOUN
geoplanning-72246	265	26	points	point	NOUN
geoplanning-72246	265	27	is	be	AUX
geoplanning-72246	265	28	highest	high	ADJ
geoplanning-72246	265	29	in	in	ADP
geoplanning-72246	265	30	mekong	mekong	PROPN
geoplanning-72246	265	31	delta	delta	NOUN
geoplanning-72246	265	32	,	,	PUNCT
geoplanning-72246	265	33	followed	follow	VERB
geoplanning-72246	265	34	by	by	ADP
geoplanning-72246	265	35	central	central	ADJ
geoplanning-72246	265	36	coast	coast	NOUN
geoplanning-72246	265	37	and	and	CCONJ
geoplanning-72246	265	38	red	red	PROPN
geoplanning-72246	265	39	river	river	PROPN
geoplanning-72246	265	40	delta	delta	NOUN
geoplanning-72246	265	41	.	.	PUNCT
geoplanning-72246	266	1	recent	recent	ADJ
geoplanning-72246	266	2	(	(	PUNCT
geoplanning-72246	266	3	2010	2010	NUM
geoplanning-72246	266	4	and	and	CCONJ
geoplanning-72246	266	5	later	later	ADV
geoplanning-72246	266	6	)	)	PUNCT
geoplanning-72246	266	7	landsat	landsat	PROPN
geoplanning-72246	266	8	8	8	NUM
geoplanning-72246	266	9	oli	oli	ADJ
geoplanning-72246	266	10	/	/	SYM
geoplanning-72246	266	11	tirs	tirs	NOUN
geoplanning-72246	266	12	satellite	satellite	NOUN
geoplanning-72246	266	13	imagery	imagery	NOUN
geoplanning-72246	266	14	analysis	analysis	NOUN
geoplanning-72246	266	15	revealed	reveal	VERB
geoplanning-72246	266	16	that	that	SCONJ
geoplanning-72246	266	17	these	these	PRON
geoplanning-72246	266	18	are	be	AUX
geoplanning-72246	266	19	treeless	treeless	ADJ
geoplanning-72246	266	20	regions	region	NOUN
geoplanning-72246	266	21	and	and	CCONJ
geoplanning-72246	266	22	predominantly	predominantly	ADV
geoplanning-72246	266	23	located	locate	VERB
geoplanning-72246	266	24	at	at	ADP
geoplanning-72246	266	25	the	the	DET
geoplanning-72246	266	26	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PROPN
geoplanning-72246	266	27	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PUNCT
geoplanning-72246	266	28	tran	tran	NOUN
geoplanning-72246	266	29	and	and	CCONJ
geoplanning-72246	266	30	nguyen	nguyen	NOUN
geoplanning-72246	266	31	/	/	SYM
geoplanning-72246	266	32	geoplanning	geoplanning	NOUN
geoplanning-72246	266	33	:	:	PUNCT
geoplanning-72246	266	34	journal	journal	NOUN
geoplanning-72246	266	35	of	of	ADP
geoplanning-72246	266	36	geomatics	geomatics	PROPN
geoplanning-72246	266	37	and	and	CCONJ
geoplanning-72246	266	38	planning	planning	NOUN
geoplanning-72246	266	39	,	,	PUNCT
geoplanning-72246	266	40	vol	vol	NOUN
geoplanning-72246	266	41	12	12	NUM
geoplanning-72246	266	42	,	,	PUNCT
geoplanning-72246	266	43	no	no	DET
geoplanning-72246	266	44	2	2	NUM
geoplanning-72246	266	45	,	,	PUNCT
geoplanning-72246	266	46	2025	2025	NUM
geoplanning-72246	266	47	,	,	PUNCT
geoplanning-72246	266	48	139	139	NUM
geoplanning-72246	266	49	-	-	SYM
geoplanning-72246	266	50	158	158	NUM
geoplanning-72246	266	51	doi	doi	NOUN
geoplanning-72246	266	52	:	:	PUNCT
geoplanning-72246	266	53	10.14710	10.14710	NUM
geoplanning-72246	266	54	/	/	SYM
geoplanning-72246	266	55	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	266	56	-	-	PUNCT
geoplanning-72246	266	57	158	158	NUM
geoplanning-72246	266	58	155	155	NUM
geoplanning-72246	266	59	mouths	mouth	NOUN
geoplanning-72246	266	60	,	,	PUNCT
geoplanning-72246	266	61	where	where	SCONJ
geoplanning-72246	266	62	high	high	ADJ
geoplanning-72246	266	63	sediment	sediment	NOUN
geoplanning-72246	266	64	transport	transport	NOUN
geoplanning-72246	266	65	potentially	potentially	ADV
geoplanning-72246	266	66	balances	balance	VERB
geoplanning-72246	266	67	coastal	coastal	ADJ
geoplanning-72246	266	68	resilience	resilience	NOUN
geoplanning-72246	266	69	across	across	ADP
geoplanning-72246	266	70	this	this	DET
geoplanning-72246	266	71	extent	extent	NOUN
geoplanning-72246	266	72	.	.	PUNCT
geoplanning-72246	267	1	this	this	DET
geoplanning-72246	267	2	study	study	NOUN
geoplanning-72246	267	3	was	be	AUX
geoplanning-72246	267	4	based	base	VERB
geoplanning-72246	267	5	on	on	ADP
geoplanning-72246	267	6	nine	nine	NUM
geoplanning-72246	267	7	main	main	ADJ
geoplanning-72246	267	8	natural	natural	ADJ
geoplanning-72246	267	9	factors	factor	NOUN
geoplanning-72246	267	10	for	for	ADP
geoplanning-72246	267	11	coastal	coastal	ADJ
geoplanning-72246	267	12	erosion	erosion	NOUN
geoplanning-72246	267	13	as	as	ADP
geoplanning-72246	267	14	major	major	ADJ
geoplanning-72246	267	15	drivers	driver	NOUN
geoplanning-72246	267	16	.	.	PUNCT
geoplanning-72246	268	1	while	while	SCONJ
geoplanning-72246	268	2	the	the	DET
geoplanning-72246	268	3	model	model	NOUN
geoplanning-72246	268	4	can	can	AUX
geoplanning-72246	268	5	be	be	AUX
geoplanning-72246	268	6	more	more	ADV
geoplanning-72246	268	7	precise	precise	ADJ
geoplanning-72246	268	8	if	if	SCONJ
geoplanning-72246	268	9	additional	additional	ADJ
geoplanning-72246	268	10	parameters	parameter	NOUN
geoplanning-72246	268	11	such	such	ADJ
geoplanning-72246	268	12	as	as	ADP
geoplanning-72246	268	13	human	human	ADJ
geoplanning-72246	268	14	activities	activity	NOUN
geoplanning-72246	268	15	were	be	AUX
geoplanning-72246	268	16	considered	consider	VERB
geoplanning-72246	268	17	,	,	PUNCT
geoplanning-72246	268	18	the	the	DET
geoplanning-72246	268	19	deep	deep	ADJ
geoplanning-72246	268	20	learning	learning	NOUN
geoplanning-72246	268	21	-	-	PUNCT
geoplanning-72246	268	22	based	base	VERB
geoplanning-72246	268	23	approach	approach	NOUN
geoplanning-72246	268	24	offers	offer	VERB
geoplanning-72246	268	25	accurate	accurate	ADJ
geoplanning-72246	268	26	forecasting	forecasting	NOUN
geoplanning-72246	268	27	features	feature	NOUN
geoplanning-72246	268	28	.	.	PUNCT
geoplanning-72246	269	1	the	the	DET
geoplanning-72246	269	2	conclusion	conclusion	NOUN
geoplanning-72246	269	3	of	of	ADP
geoplanning-72246	269	4	this	this	DET
geoplanning-72246	269	5	research	research	NOUN
geoplanning-72246	269	6	indicated	indicate	VERB
geoplanning-72246	269	7	that	that	SCONJ
geoplanning-72246	269	8	the	the	DET
geoplanning-72246	269	9	five	five	NUM
geoplanning-72246	269	10	predictive	predictive	ADJ
geoplanning-72246	269	11	models	model	NOUN
geoplanning-72246	269	12	are	be	AUX
geoplanning-72246	269	13	good	good	ADJ
geoplanning-72246	269	14	predicting	predicting	NOUN
geoplanning-72246	269	15	models	model	NOUN
geoplanning-72246	269	16	and	and	CCONJ
geoplanning-72246	269	17	effective	effective	ADJ
geoplanning-72246	269	18	for	for	ADP
geoplanning-72246	269	19	forecasting	forecasting	NOUN
geoplanning-72246	269	20	study	study	NOUN
geoplanning-72246	269	21	canyon	canyon	NOUN
geoplanning-72246	269	22	landslides	landslide	NOUN
geoplanning-72246	269	23	in	in	ADP
geoplanning-72246	269	24	regions	region	NOUN
geoplanning-72246	269	25	with	with	ADP
geoplanning-72246	269	26	specific	specific	ADJ
geoplanning-72246	269	27	environmental	environmental	ADJ
geoplanning-72246	269	28	condition	condition	NOUN
geoplanning-72246	269	29	.	.	PUNCT
geoplanning-72246	270	1	figure	figure	NOUN
geoplanning-72246	270	2	23	23	NUM
geoplanning-72246	270	3	.	.	PUNCT
geoplanning-72246	271	1	the	the	DET
geoplanning-72246	271	2	impact	impact	NOUN
geoplanning-72246	271	3	of	of	ADP
geoplanning-72246	271	4	different	different	ADJ
geoplanning-72246	271	5	features	feature	NOUN
geoplanning-72246	271	6	on	on	ADP
geoplanning-72246	271	7	the	the	DET
geoplanning-72246	271	8	model	model	NOUN
geoplanning-72246	271	9	's	's	PART
geoplanning-72246	271	10	predictions	prediction	NOUN
geoplanning-72246	271	11	for	for	ADP
geoplanning-72246	271	12	coastal	coastal	ADJ
geoplanning-72246	271	13	erosion	erosion	NOUN
geoplanning-72246	271	14	levels	level	NOUN
geoplanning-72246	271	15	4	4	NUM
geoplanning-72246	271	16	.	.	PUNCT
geoplanning-72246	272	1	conclusion	conclusion	NOUN
geoplanning-72246	272	2	vietnamese	vietnamese	PROPN
geoplanning-72246	272	3	coastline	coastline	NOUN
geoplanning-72246	272	4	is	be	AUX
geoplanning-72246	272	5	a	a	DET
geoplanning-72246	272	6	pretty	pretty	ADV
geoplanning-72246	272	7	valuable	valuable	ADJ
geoplanning-72246	272	8	natural	natural	ADJ
geoplanning-72246	272	9	capital	capital	NOUN
geoplanning-72246	272	10	with	with	ADP
geoplanning-72246	272	11	its	its	PRON
geoplanning-72246	272	12	mesmerizing	mesmerizing	ADJ
geoplanning-72246	272	13	views	view	NOUN
geoplanning-72246	272	14	,	,	PUNCT
geoplanning-72246	272	15	marvelous	marvelous	ADJ
geoplanning-72246	272	16	biodiversity	biodiversity	NOUN
geoplanning-72246	272	17	and	and	CCONJ
geoplanning-72246	272	18	huge	huge	ADJ
geoplanning-72246	272	19	economic	economic	ADJ
geoplanning-72246	272	20	value	value	NOUN
geoplanning-72246	272	21	.	.	PUNCT
geoplanning-72246	273	1	nevertheless	nevertheless	ADV
geoplanning-72246	273	2	,	,	PUNCT
geoplanning-72246	273	3	it	it	PRON
geoplanning-72246	273	4	is	be	AUX
geoplanning-72246	273	5	currently	currently	ADV
geoplanning-72246	273	6	more	more	ADV
geoplanning-72246	273	7	and	and	CCONJ
geoplanning-72246	273	8	more	more	ADV
geoplanning-72246	273	9	being	be	AUX
geoplanning-72246	273	10	injured	injure	VERB
geoplanning-72246	273	11	naturally	naturally	ADV
geoplanning-72246	273	12	but	but	CCONJ
geoplanning-72246	273	13	also	also	ADV
geoplanning-72246	273	14	by	by	ADP
geoplanning-72246	273	15	human	human	ADJ
geoplanning-72246	273	16	activities	activity	NOUN
geoplanning-72246	273	17	.	.	PUNCT
geoplanning-72246	274	1	people	people	NOUN
geoplanning-72246	274	2	need	need	VERB
geoplanning-72246	274	3	to	to	PART
geoplanning-72246	274	4	ensure	ensure	VERB
geoplanning-72246	274	5	sustainable	sustainable	ADJ
geoplanning-72246	274	6	development	development	NOUN
geoplanning-72246	274	7	and	and	CCONJ
geoplanning-72246	274	8	conservation	conservation	NOUN
geoplanning-72246	274	9	programs	program	NOUN
geoplanning-72246	274	10	in	in	ADP
geoplanning-72246	274	11	order	order	NOUN
geoplanning-72246	274	12	to	to	PART
geoplanning-72246	274	13	preserve	preserve	VERB
geoplanning-72246	274	14	this	this	DET
geoplanning-72246	274	15	key	key	NOUN
geoplanning-72246	274	16	in	in	ADP
geoplanning-72246	274	17	next	next	ADJ
geoplanning-72246	274	18	generations	generation	NOUN
geoplanning-72246	274	19	'	'	PART
geoplanning-72246	274	20	use	use	NOUN
geoplanning-72246	274	21	.	.	PUNCT
geoplanning-72246	275	1	developed	develop	VERB
geoplanning-72246	275	2	deep	deep	ADJ
geoplanning-72246	275	3	learning	learning	NOUN
geoplanning-72246	275	4	models	model	NOUN
geoplanning-72246	275	5	to	to	PART
geoplanning-72246	275	6	evaluate	evaluate	VERB
geoplanning-72246	275	7	and	and	CCONJ
geoplanning-72246	275	8	predict	predict	VERB
geoplanning-72246	275	9	coastal	coastal	ADJ
geoplanning-72246	275	10	erosion	erosion	NOUN
geoplanning-72246	275	11	along	along	ADP
geoplanning-72246	275	12	vietnam	vietnam	PROPN
geoplanning-72246	275	13	's	's	PART
geoplanning-72246	275	14	coastline	coastline	NOUN
geoplanning-72246	275	15	by	by	ADP
geoplanning-72246	275	16	combining	combine	VERB
geoplanning-72246	275	17	nine	nine	NUM
geoplanning-72246	275	18	mandatory	mandatory	ADJ
geoplanning-72246	275	19	registers	register	NOUN
geoplanning-72246	275	20	of	of	ADP
geoplanning-72246	275	21	the	the	DET
geoplanning-72246	275	22	surrounding	surround	VERB
geoplanning-72246	275	23	environmental	environmental	ADJ
geoplanning-72246	275	24	conditions	condition	NOUN
geoplanning-72246	275	25	of	of	ADP
geoplanning-72246	275	26	this	this	DET
geoplanning-72246	275	27	study	study	NOUN
geoplanning-72246	275	28	.	.	PUNCT
geoplanning-72246	276	1	the	the	DET
geoplanning-72246	276	2	results	result	NOUN
geoplanning-72246	276	3	showed	show	VERB
geoplanning-72246	276	4	that	that	SCONJ
geoplanning-72246	276	5	the	the	DET
geoplanning-72246	276	6	hybrid	hybrid	ADJ
geoplanning-72246	276	7	rnn_lstm	rnn_lstm	NOUN
geoplanning-72246	276	8	model	model	NOUN
geoplanning-72246	276	9	outperformed	outperform	VERB
geoplanning-72246	276	10	other	other	ADJ
geoplanning-72246	276	11	models	model	NOUN
geoplanning-72246	276	12	in	in	ADP
geoplanning-72246	276	13	terms	term	NOUN
geoplanning-72246	276	14	of	of	ADP
geoplanning-72246	276	15	accuracy	accuracy	NOUN
geoplanning-72246	276	16	and	and	CCONJ
geoplanning-72246	276	17	reliability	reliability	NOUN
geoplanning-72246	276	18	.	.	PUNCT
geoplanning-72246	277	1	some	some	PRON
geoplanning-72246	277	2	of	of	ADP
geoplanning-72246	277	3	the	the	DET
geoplanning-72246	277	4	most	most	ADV
geoplanning-72246	277	5	important	important	ADJ
geoplanning-72246	277	6	were	be	AUX
geoplanning-72246	277	7	monsoon	monsoon	ADJ
geoplanning-72246	277	8	winds	wind	NOUN
geoplanning-72246	277	9	,	,	PUNCT
geoplanning-72246	277	10	storm	storm	NOUN
geoplanning-72246	277	11	power	power	NOUN
geoplanning-72246	277	12	,	,	PUNCT
geoplanning-72246	277	13	tidal	tidal	ADJ
geoplanning-72246	277	14	height	height	NOUN
geoplanning-72246	277	15	,	,	PUNCT
geoplanning-72246	277	16	whereas	whereas	ADV
geoplanning-72246	277	17	,	,	PUNCT
geoplanning-72246	277	18	rainfall	rainfall	NOUN
geoplanning-72246	277	19	and	and	CCONJ
geoplanning-72246	277	20	sea	sea	NOUN
geoplanning-72246	277	21	level	level	NOUN
geoplanning-72246	277	22	rise	rise	NOUN
geoplanning-72246	277	23	only	only	ADV
geoplanning-72246	277	24	had	have	VERB
geoplanning-72246	277	25	a	a	DET
geoplanning-72246	277	26	small	small	ADJ
geoplanning-72246	277	27	effect	effect	NOUN
geoplanning-72246	277	28	on	on	ADP
geoplanning-72246	277	29	erosion	erosion	NOUN
geoplanning-72246	277	30	prediction	prediction	NOUN
geoplanning-72246	277	31	.	.	PUNCT
geoplanning-72246	278	1	the	the	DET
geoplanning-72246	278	2	main	main	ADJ
geoplanning-72246	278	3	consideration	consideration	NOUN
geoplanning-72246	278	4	of	of	ADP
geoplanning-72246	278	5	this	this	DET
geoplanning-72246	278	6	study	study	NOUN
geoplanning-72246	278	7	was	be	AUX
geoplanning-72246	278	8	focused	focus	VERB
geoplanning-72246	278	9	on	on	ADP
geoplanning-72246	278	10	nine	nine	NUM
geoplanning-72246	278	11	input	input	NOUN
geoplanning-72246	278	12	factors	factor	NOUN
geoplanning-72246	278	13	but	but	CCONJ
geoplanning-72246	278	14	with	with	ADP
geoplanning-72246	278	15	consideration	consideration	NOUN
geoplanning-72246	278	16	of	of	ADP
geoplanning-72246	278	17	other	other	ADJ
geoplanning-72246	278	18	impacting	impact	VERB
geoplanning-72246	278	19	elements	element	NOUN
geoplanning-72246	278	20	like	like	ADP
geoplanning-72246	278	21	impact	impact	NOUN
geoplanning-72246	278	22	of	of	ADP
geoplanning-72246	278	23	human	human	ADJ
geoplanning-72246	278	24	intervention	intervention	NOUN
geoplanning-72246	278	25	,	,	PUNCT
geoplanning-72246	278	26	subsurface	subsurface	NOUN
geoplanning-72246	278	27	sedimentogenics	sedimentogenic	NOUN
geoplanning-72246	278	28	and	and	CCONJ
geoplanning-72246	278	29	ocean	ocean	NOUN
geoplanning-72246	278	30	currents	current	NOUN
geoplanning-72246	278	31	.	.	PUNCT
geoplanning-72246	279	1	these	these	DET
geoplanning-72246	279	2	findings	finding	NOUN
geoplanning-72246	279	3	recommend	recommend	VERB
geoplanning-72246	279	4	a	a	DET
geoplanning-72246	279	5	robust	robust	ADJ
geoplanning-72246	279	6	foundation	foundation	NOUN
geoplanning-72246	279	7	for	for	ADP
geoplanning-72246	279	8	integrating	integrate	VERB
geoplanning-72246	279	9	deep	deep	ADJ
geoplanning-72246	279	10	learning	learning	NOUN
geoplanning-72246	279	11	into	into	ADP
geoplanning-72246	279	12	coastal	coastal	ADJ
geoplanning-72246	279	13	management	management	NOUN
geoplanning-72246	279	14	frameworks	framework	NOUN
geoplanning-72246	279	15	,	,	PUNCT
geoplanning-72246	279	16	offering	offer	VERB
geoplanning-72246	279	17	actionable	actionable	ADJ
geoplanning-72246	279	18	insights	insight	NOUN
geoplanning-72246	279	19	for	for	ADP
geoplanning-72246	279	20	climate	climate	NOUN
geoplanning-72246	279	21	adaptation	adaptation	NOUN
geoplanning-72246	279	22	strategies	strategy	NOUN
geoplanning-72246	279	23	.	.	PUNCT
geoplanning-72246	280	1	furthermore	furthermore	ADV
geoplanning-72246	280	2	,	,	PUNCT
geoplanning-72246	280	3	the	the	DET
geoplanning-72246	280	4	analysis	analysis	NOUN
geoplanning-72246	280	5	is	be	AUX
geoplanning-72246	280	6	based	base	VERB
geoplanning-72246	280	7	on	on	ADP
geoplanning-72246	280	8	only	only	ADV
geoplanning-72246	280	9	five	five	NUM
geoplanning-72246	280	10	predictive	predictive	ADJ
geoplanning-72246	280	11	models	model	NOUN
geoplanning-72246	280	12	which	which	PRON
geoplanning-72246	280	13	arguably	arguably	ADV
geoplanning-72246	280	14	might	might	AUX
geoplanning-72246	280	15	open	open	VERB
geoplanning-72246	280	16	an	an	DET
geoplanning-72246	280	17	opportunity	opportunity	NOUN
geoplanning-72246	280	18	for	for	ADP
geoplanning-72246	280	19	improved	improved	ADJ
geoplanning-72246	280	20	performance	performance	NOUN
geoplanning-72246	280	21	without	without	ADP
geoplanning-72246	280	22	exploring	explore	VERB
geoplanning-72246	280	23	the	the	DET
geoplanning-72246	280	24	effect	effect	NOUN
geoplanning-72246	280	25	of	of	ADP
geoplanning-72246	280	26	other	other	ADJ
geoplanning-72246	280	27	models	model	NOUN
geoplanning-72246	280	28	such	such	ADJ
geoplanning-72246	280	29	as	as	ADP
geoplanning-72246	280	30	hybrid	hybrid	ADJ
geoplanning-72246	280	31	birnn_lstm	birnn_lstm	NOUN
geoplanning-72246	280	32	and	and	CCONJ
geoplanning-72246	280	33	birnn_bilstm	birnn_bilstm	NOUN
geoplanning-72246	280	34	.	.	PUNCT
geoplanning-72246	281	1	5	5	NUM
geoplanning-72246	281	2	.	.	X
geoplanning-72246	281	3	acknowledgement	acknowledgement	NOUN
geoplanning-72246	281	4	thanks	thank	NOUN
geoplanning-72246	281	5	for	for	ADP
geoplanning-72246	281	6	group	group	NOUN
geoplanning-72246	281	7	research	research	NOUN
geoplanning-72246	281	8	number	number	NOUN
geoplanning-72246	281	9	of	of	ADP
geoplanning-72246	281	10	nctb.dhh.2024.05	nctb.dhh.2024.05	PROPN
geoplanning-72246	281	11	of	of	ADP
geoplanning-72246	281	12	hue	hue	NOUN
geoplanning-72246	281	13	university	university	NOUN
geoplanning-72246	281	14	.	.	PUNCT
geoplanning-72246	282	1	6	6	NUM
geoplanning-72246	282	2	.	.	X
geoplanning-72246	282	3	references	reference	NOUN
geoplanning-72246	282	4	al	al	PROPN
geoplanning-72246	282	5	-	-	PUNCT
geoplanning-72246	282	6	selwi	selwi	ADJ
geoplanning-72246	282	7	,	,	PUNCT
geoplanning-72246	282	8	s.	s.	PROPN
geoplanning-72246	282	9	m.	m.	PROPN
geoplanning-72246	282	10	,	,	PUNCT
geoplanning-72246	282	11	hassan	hassan	PROPN
geoplanning-72246	282	12	,	,	PUNCT
geoplanning-72246	282	13	m.	m.	PROPN
geoplanning-72246	282	14	f.	f.	PROPN
geoplanning-72246	282	15	,	,	PUNCT
geoplanning-72246	282	16	abdulkadir	abdulkadir	PROPN
geoplanning-72246	282	17	,	,	PUNCT
geoplanning-72246	282	18	s.	s.	PROPN
geoplanning-72246	282	19	j.	j.	PROPN
geoplanning-72246	282	20	,	,	PUNCT
geoplanning-72246	282	21	muneer	muneer	NOUN
geoplanning-72246	282	22	,	,	PUNCT
geoplanning-72246	282	23	a.	a.	NOUN
geoplanning-72246	282	24	,	,	PUNCT
geoplanning-72246	282	25	sumiea	sumiea	NOUN
geoplanning-72246	282	26	,	,	PUNCT
geoplanning-72246	282	27	e.	e.	PROPN
geoplanning-72246	282	28	h.	h.	PROPN
geoplanning-72246	282	29	,	,	PUNCT
geoplanning-72246	282	30	alqushaibi	alqushaibi	PROPN
geoplanning-72246	282	31	,	,	PUNCT
geoplanning-72246	282	32	a.	a.	NOUN
geoplanning-72246	282	33	,	,	PUNCT
geoplanning-72246	282	34	&	&	CCONJ
geoplanning-72246	282	35	ragab	ragab	VERB
geoplanning-72246	282	36	,	,	PUNCT
geoplanning-72246	282	37	m.	m.	NOUN
geoplanning-72246	282	38	g.	g.	PROPN
geoplanning-72246	282	39	(	(	PUNCT
geoplanning-72246	282	40	2024	2024	NUM
geoplanning-72246	282	41	)	)	PUNCT
geoplanning-72246	282	42	.	.	PUNCT
geoplanning-72246	283	1	rnnlstm	rnnlstm	NOUN
geoplanning-72246	283	2	:	:	PUNCT
geoplanning-72246	283	3	from	from	ADP
geoplanning-72246	283	4	applications	application	NOUN
geoplanning-72246	283	5	to	to	ADP
geoplanning-72246	283	6	modeling	model	VERB
geoplanning-72246	283	7	techniques	technique	NOUN
geoplanning-72246	283	8	and	and	CCONJ
geoplanning-72246	283	9	beyond	beyond	ADP
geoplanning-72246	283	10	—	—	PUNCT
geoplanning-72246	283	11	systematic	systematic	ADJ
geoplanning-72246	283	12	review	review	NOUN
geoplanning-72246	283	13	.	.	PUNCT
geoplanning-72246	284	1	journal	journal	PROPN
geoplanning-72246	284	2	of	of	ADP
geoplanning-72246	284	3	king	king	PROPN
geoplanning-72246	284	4	saud	saud	PROPN
geoplanning-72246	284	5	universitycomputer	universitycomputer	PROPN
geoplanning-72246	284	6	and	and	CCONJ
geoplanning-72246	284	7	information	information	NOUN
geoplanning-72246	284	8	sciences	science	NOUN
geoplanning-72246	284	9	,	,	PUNCT
geoplanning-72246	284	10	36(5	36(5	NUM
geoplanning-72246	284	11	)	)	PUNCT
geoplanning-72246	284	12	,	,	PUNCT
geoplanning-72246	284	13	102068	102068	NUM
geoplanning-72246	284	14	.	.	PUNCT
geoplanning-72246	285	1	[	[	X
geoplanning-72246	285	2	crossref	crossref	X
geoplanning-72246	285	3	]	]	X
geoplanning-72246	285	4	anthony	anthony	PROPN
geoplanning-72246	285	5	,	,	PUNCT
geoplanning-72246	285	6	e.	e.	PROPN
geoplanning-72246	285	7	j.	j.	PROPN
geoplanning-72246	285	8	(	(	PUNCT
geoplanning-72246	285	9	2016	2016	NUM
geoplanning-72246	285	10	)	)	PUNCT
geoplanning-72246	285	11	.	.	PUNCT
geoplanning-72246	286	1	assessment	assessment	NOUN
geoplanning-72246	286	2	of	of	ADP
geoplanning-72246	286	3	peri	peri	PROPN
geoplanning-72246	286	4	-	-	PUNCT
geoplanning-72246	286	5	urban	urban	ADJ
geoplanning-72246	286	6	coastal	coastal	ADJ
geoplanning-72246	286	7	protection	protection	NOUN
geoplanning-72246	286	8	options	option	NOUN
geoplanning-72246	286	9	in	in	ADP
geoplanning-72246	286	10	paramaribo	paramaribo	PROPN
geoplanning-72246	286	11	-	-	PUNCT
geoplanning-72246	286	12	wanica	wanica	PROPN
geoplanning-72246	286	13	,	,	PUNCT
geoplanning-72246	286	14	suriname	suriname	PROPN
geoplanning-72246	286	15	.	.	PUNCT
geoplanning-72246	287	1	in	in	ADP
geoplanning-72246	287	2	wwf	wwf	PROPN
geoplanning-72246	287	3	guianas	guianas	PROPN
geoplanning-72246	287	4	,	,	PUNCT
geoplanning-72246	287	5	paramaribo	paramaribo	PROPN
geoplanning-72246	287	6	,	,	PUNCT
geoplanning-72246	287	7	suriname	suriname	PROPN
geoplanning-72246	287	8	.	.	PUNCT
geoplanning-72246	288	1	anthony	anthony	PROPN
geoplanning-72246	288	2	,	,	PUNCT
geoplanning-72246	288	3	e.	e.	PROPN
geoplanning-72246	288	4	j.	j.	PROPN
geoplanning-72246	288	5	,	,	PUNCT
geoplanning-72246	288	6	gardel	gardel	PROPN
geoplanning-72246	288	7	,	,	PUNCT
geoplanning-72246	288	8	a.	a.	PROPN
geoplanning-72246	288	9	,	,	PUNCT
geoplanning-72246	288	10	zainescu	zainescu	PROPN
geoplanning-72246	288	11	,	,	PUNCT
geoplanning-72246	288	12	f.	f.	PROPN
geoplanning-72246	288	13	,	,	PUNCT
geoplanning-72246	288	14	&	&	CCONJ
geoplanning-72246	288	15	brunier	brunier	PROPN
geoplanning-72246	288	16	,	,	PUNCT
geoplanning-72246	288	17	g.	g.	PROPN
geoplanning-72246	288	18	(	(	PUNCT
geoplanning-72246	288	19	2021	2021	NUM
geoplanning-72246	288	20	)	)	PUNCT
geoplanning-72246	288	21	.	.	PUNCT
geoplanning-72246	289	1	fine	fine	ADJ
geoplanning-72246	289	2	sediment	sediment	NOUN
geoplanning-72246	289	3	systems	system	NOUN
geoplanning-72246	289	4	.	.	PUNCT
geoplanning-72246	290	1	reference	reference	NOUN
geoplanning-72246	290	2	module	module	NOUN
geoplanning-72246	290	3	in	in	ADP
geoplanning-72246	290	4	earth	earth	NOUN
geoplanning-72246	290	5	systems	system	NOUN
geoplanning-72246	290	6	and	and	CCONJ
geoplanning-72246	290	7	environmental	environmental	ADJ
geoplanning-72246	290	8	sciences	science	NOUN
geoplanning-72246	290	9	,	,	PUNCT
geoplanning-72246	290	10	1016	1016	NUM
geoplanning-72246	290	11	,	,	PUNCT
geoplanning-72246	290	12	130–139	130–139	NUM
geoplanning-72246	290	13	.	.	PUNCT
geoplanning-72246	291	1	[	[	X
geoplanning-72246	291	2	crossref	crossref	X
geoplanning-72246	291	3	]	]	X
geoplanning-72246	291	4	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	X
geoplanning-72246	291	5	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PRON
geoplanning-72246	291	6	https://doi.org/https:/doi.org/10.1016/j.jksuci.2024.102068	https://doi.org/https:/doi.org/10.1016/j.jksuci.2024.102068	VERB
geoplanning-72246	291	7	https://doi.org/10.1016/b978-0-12-818234-5.00130-9	https://doi.org/10.1016/b978-0-12-818234-5.00130-9	PROPN
geoplanning-72246	291	8	tran	tran	PROPN
geoplanning-72246	291	9	and	and	CCONJ
geoplanning-72246	291	10	nguyen	nguyen	NOUN
geoplanning-72246	291	11	/	/	SYM
geoplanning-72246	291	12	geoplanning	geoplanning	NOUN
geoplanning-72246	291	13	:	:	PUNCT
geoplanning-72246	291	14	journal	journal	NOUN
geoplanning-72246	291	15	of	of	ADP
geoplanning-72246	291	16	geomatics	geomatics	PROPN
geoplanning-72246	291	17	and	and	CCONJ
geoplanning-72246	291	18	planning	planning	NOUN
geoplanning-72246	291	19	,	,	PUNCT
geoplanning-72246	291	20	vol	vol	NOUN
geoplanning-72246	291	21	12	12	NUM
geoplanning-72246	291	22	,	,	PUNCT
geoplanning-72246	291	23	no	no	DET
geoplanning-72246	291	24	2	2	NUM
geoplanning-72246	291	25	,	,	PUNCT
geoplanning-72246	291	26	2025	2025	NUM
geoplanning-72246	291	27	,	,	PUNCT
geoplanning-72246	291	28	139	139	NUM
geoplanning-72246	291	29	-	-	SYM
geoplanning-72246	291	30	158	158	NUM
geoplanning-72246	291	31	doi	doi	NOUN
geoplanning-72246	291	32	:	:	PUNCT
geoplanning-72246	291	33	10.14710	10.14710	NUM
geoplanning-72246	291	34	/	/	SYM
geoplanning-72246	291	35	geoplanning.12.2.139	geoplanning.12.2.139	NOUN
geoplanning-72246	291	36	-	-	PUNCT
geoplanning-72246	291	37	158	158	NUM
geoplanning-72246	291	38	156	156	NUM
geoplanning-72246	291	39	asuero	asuero	NOUN
geoplanning-72246	291	40	,	,	PUNCT
geoplanning-72246	291	41	a.	a.	NOUN
geoplanning-72246	291	42	g.	g.	PROPN
geoplanning-72246	291	43	,	,	PUNCT
geoplanning-72246	291	44	sayago	sayago	PROPN
geoplanning-72246	291	45	,	,	PUNCT
geoplanning-72246	291	46	a.	a.	PROPN
geoplanning-72246	291	47	,	,	PUNCT
geoplanning-72246	291	48	&	&	CCONJ
geoplanning-72246	291	49	gonzález	gonzález	PROPN
geoplanning-72246	291	50	,	,	PUNCT
geoplanning-72246	291	51	a.	a.	PROPN
geoplanning-72246	291	52	g.	g.	PROPN
geoplanning-72246	291	53	(	(	PUNCT
geoplanning-72246	291	54	2006	2006	NUM
geoplanning-72246	291	55	)	)	PUNCT
geoplanning-72246	291	56	.	.	PUNCT
geoplanning-72246	292	1	the	the	DET
geoplanning-72246	292	2	correlation	correlation	NOUN
geoplanning-72246	292	3	coefficient	coefficient	NOUN
geoplanning-72246	292	4	:	:	PUNCT
geoplanning-72246	292	5	an	an	DET
geoplanning-72246	292	6	overview	overview	NOUN
geoplanning-72246	292	7	.	.	PUNCT
geoplanning-72246	293	1	critical	critical	ADJ
geoplanning-72246	293	2	reviews	review	NOUN
geoplanning-72246	293	3	in	in	ADP
geoplanning-72246	293	4	analytical	analytical	ADJ
geoplanning-72246	293	5	chemistry	chemistry	NOUN
geoplanning-72246	293	6	,	,	PUNCT
geoplanning-72246	293	7	36(1	36(1	NUM
geoplanning-72246	293	8	)	)	PUNCT
geoplanning-72246	293	9	,	,	PUNCT
geoplanning-72246	293	10	41–59	41–59	NOUN
geoplanning-72246	293	11	.	.	PUNCT
geoplanning-72246	294	1	[	[	X
geoplanning-72246	294	2	crossref	crossref	X
geoplanning-72246	294	3	]	]	X
geoplanning-72246	294	4	barbier	barbier	NOUN
geoplanning-72246	294	5	,	,	PUNCT
geoplanning-72246	294	6	e.	e.	PROPN
geoplanning-72246	294	7	b.	b.	PROPN
geoplanning-72246	294	8	,	,	PUNCT
geoplanning-72246	294	9	georgiou	georgiou	PROPN
geoplanning-72246	294	10	,	,	PUNCT
geoplanning-72246	294	11	i.	i.	PROPN
geoplanning-72246	294	12	y.	y.	PROPN
geoplanning-72246	294	13	,	,	PUNCT
geoplanning-72246	294	14	enchelmeyer	enchelmeyer	PROPN
geoplanning-72246	294	15	,	,	PUNCT
geoplanning-72246	294	16	b.	b.	PROPN
geoplanning-72246	294	17	,	,	PUNCT
geoplanning-72246	294	18	&	&	CCONJ
geoplanning-72246	294	19	reed	reed	PROPN
geoplanning-72246	294	20	,	,	PUNCT
geoplanning-72246	294	21	d.	d.	PROPN
geoplanning-72246	294	22	j.	j.	PROPN
geoplanning-72246	294	23	(	(	PUNCT
geoplanning-72246	294	24	2013	2013	NUM
geoplanning-72246	294	25	)	)	PUNCT
geoplanning-72246	294	26	.	.	PUNCT
geoplanning-72246	295	1	the	the	DET
geoplanning-72246	295	2	value	value	NOUN
geoplanning-72246	295	3	of	of	ADP
geoplanning-72246	295	4	wetlands	wetland	NOUN
geoplanning-72246	295	5	in	in	ADP
geoplanning-72246	295	6	protecting	protect	VERB
geoplanning-72246	295	7	southeast	southeast	PROPN
geoplanning-72246	295	8	louisiana	louisiana	PROPN
geoplanning-72246	295	9	from	from	ADP
geoplanning-72246	295	10	hurricane	hurricane	NOUN
geoplanning-72246	295	11	storm	storm	NOUN
geoplanning-72246	295	12	surges	surge	VERB
geoplanning-72246	295	13	.	.	PUNCT
geoplanning-72246	296	1	plos	plos	PROPN
geoplanning-72246	296	2	one	one	NUM
geoplanning-72246	296	3	,	,	PUNCT
geoplanning-72246	296	4	8(3	8(3	NUM
geoplanning-72246	296	5	)	)	PUNCT
geoplanning-72246	296	6	,	,	PUNCT
geoplanning-72246	296	7	e58715	e58715	PROPN
geoplanning-72246	296	8	.	.	PUNCT
geoplanning-72246	297	1	[	[	X
geoplanning-72246	297	2	crossref	crossref	X
geoplanning-72246	297	3	]	]	X
geoplanning-72246	297	4	bird	bird	NOUN
geoplanning-72246	297	5	,	,	PUNCT
geoplanning-72246	297	6	e.	e.	PROPN
geoplanning-72246	297	7	c.	c.	PROPN
geoplanning-72246	297	8	f.	f.	PROPN
geoplanning-72246	297	9	(	(	PUNCT
geoplanning-72246	297	10	2008	2008	NUM
geoplanning-72246	297	11	)	)	PUNCT
geoplanning-72246	297	12	.	.	PUNCT
geoplanning-72246	298	1	coastal	coastal	ADJ
geoplanning-72246	298	2	geomorphology	geomorphology	NOUN
geoplanning-72246	298	3	:	:	PUNCT
geoplanning-72246	298	4	an	an	DET
geoplanning-72246	298	5	introduction	introduction	NOUN
geoplanning-72246	298	6	.	.	PUNCT
geoplanning-72246	299	1	john	john	PROPN
geoplanning-72246	299	2	wiley	wiley	PROPN
geoplanning-72246	299	3	\	\	PROPN
geoplanning-72246	299	4	&	&	CCONJ
geoplanning-72246	299	5	sons	son	NOUN
geoplanning-72246	299	6	.	.	PUNCT
geoplanning-72246	300	1	brocx	brocx	PROPN
geoplanning-72246	300	2	,	,	PUNCT
geoplanning-72246	300	3	m.	m.	NOUN
geoplanning-72246	300	4	,	,	PUNCT
geoplanning-72246	300	5	&	&	CCONJ
geoplanning-72246	300	6	semeniuk	semeniuk	PROPN
geoplanning-72246	300	7	,	,	PUNCT
geoplanning-72246	300	8	v.	v.	PROPN
geoplanning-72246	300	9	(	(	PUNCT
geoplanning-72246	300	10	2009	2009	NUM
geoplanning-72246	300	11	)	)	PUNCT
geoplanning-72246	300	12	.	.	PUNCT
geoplanning-72246	301	1	coastal	coastal	ADJ
geoplanning-72246	301	2	geoheritage	geoheritage	NOUN
geoplanning-72246	301	3	:	:	PUNCT
geoplanning-72246	301	4	encompassing	encompass	VERB
geoplanning-72246	301	5	physical	physical	ADJ
geoplanning-72246	301	6	,	,	PUNCT
geoplanning-72246	301	7	chemical	chemical	NOUN
geoplanning-72246	301	8	,	,	PUNCT
geoplanning-72246	301	9	and	and	CCONJ
geoplanning-72246	301	10	biological	biological	ADJ
geoplanning-72246	301	11	processes	process	NOUN
geoplanning-72246	301	12	,	,	PUNCT
geoplanning-72246	301	13	landforms	landform	NOUN
geoplanning-72246	301	14	,	,	PUNCT
geoplanning-72246	301	15	and	and	CCONJ
geoplanning-72246	301	16	other	other	ADJ
geoplanning-72246	301	17	geological	geological	ADJ
geoplanning-72246	301	18	features	feature	NOUN
geoplanning-72246	301	19	in	in	ADP
geoplanning-72246	301	20	the	the	DET
geoplanning-72246	301	21	coastal	coastal	ADJ
geoplanning-72246	301	22	zone	zone	NOUN
geoplanning-72246	301	23	.	.	PUNCT
geoplanning-72246	302	1	journal	journal	PROPN
geoplanning-72246	302	2	of	of	ADP
geoplanning-72246	302	3	the	the	DET
geoplanning-72246	302	4	royal	royal	ADJ
geoplanning-72246	302	5	society	society	NOUN
geoplanning-72246	302	6	of	of	ADP
geoplanning-72246	302	7	western	western	PROPN
geoplanning-72246	302	8	australia	australia	PROPN
geoplanning-72246	302	9	,	,	PUNCT
geoplanning-72246	302	10	92	92	NUM
geoplanning-72246	302	11	,	,	PUNCT
geoplanning-72246	302	12	243–260	243–260	NUM
geoplanning-72246	302	13	.	.	PUNCT
geoplanning-72246	302	14	brown	brown	PROPN
geoplanning-72246	302	15	,	,	PUNCT
geoplanning-72246	302	16	j.	j.	PROPN
geoplanning-72246	302	17	b.	b.	PROPN
geoplanning-72246	302	18	(	(	PUNCT
geoplanning-72246	302	19	2018	2018	NUM
geoplanning-72246	302	20	)	)	PUNCT
geoplanning-72246	302	21	.	.	PUNCT
geoplanning-72246	303	1	classifiers	classifier	NOUN
geoplanning-72246	303	2	and	and	CCONJ
geoplanning-72246	303	3	their	their	PRON
geoplanning-72246	303	4	metrics	metric	NOUN
geoplanning-72246	303	5	quantified	quantify	VERB
geoplanning-72246	303	6	.	.	PUNCT
geoplanning-72246	304	1	molecular	molecular	ADJ
geoplanning-72246	304	2	informatics	informatic	NOUN
geoplanning-72246	304	3	,	,	PUNCT
geoplanning-72246	304	4	37(1–2	37(1–2	PROPN
geoplanning-72246	304	5	)	)	PUNCT
geoplanning-72246	304	6	,	,	PUNCT
geoplanning-72246	304	7	1700127	1700127	NUM
geoplanning-72246	304	8	.	.	PUNCT
geoplanning-72246	305	1	[	[	X
geoplanning-72246	305	2	crossref	crossref	X
geoplanning-72246	305	3	]	]	X
geoplanning-72246	305	4	church	church	NOUN
geoplanning-72246	305	5	,	,	PUNCT
geoplanning-72246	305	6	j.	j.	PROPN
geoplanning-72246	305	7	a.	a.	PROPN
geoplanning-72246	305	8	,	,	PUNCT
geoplanning-72246	305	9	&	&	CCONJ
geoplanning-72246	305	10	white	white	ADJ
geoplanning-72246	305	11	,	,	PUNCT
geoplanning-72246	305	12	n.	n.	PROPN
geoplanning-72246	305	13	j.	j.	PROPN
geoplanning-72246	305	14	(	(	PUNCT
geoplanning-72246	305	15	2011	2011	NUM
geoplanning-72246	305	16	)	)	PUNCT
geoplanning-72246	305	17	.	.	PUNCT
geoplanning-72246	306	1	sea	sea	NOUN
geoplanning-72246	306	2	-	-	PUNCT
geoplanning-72246	306	3	level	level	NOUN
geoplanning-72246	306	4	rise	rise	NOUN
geoplanning-72246	306	5	from	from	ADP
geoplanning-72246	306	6	the	the	DET
geoplanning-72246	306	7	late	late	ADJ
geoplanning-72246	306	8	19th	19th	NOUN
geoplanning-72246	306	9	to	to	ADP
geoplanning-72246	306	10	the	the	DET
geoplanning-72246	306	11	early	early	ADJ
geoplanning-72246	306	12	21st	21st	ADJ
geoplanning-72246	306	13	century	century	NOUN
geoplanning-72246	306	14	.	.	PUNCT
geoplanning-72246	307	1	surveys	survey	NOUN
geoplanning-72246	307	2	in	in	ADP
geoplanning-72246	307	3	geophysics	geophysic	NOUN
geoplanning-72246	307	4	,	,	PUNCT
geoplanning-72246	307	5	32(4	32(4	NUM
geoplanning-72246	307	6	)	)	PUNCT
geoplanning-72246	307	7	,	,	PUNCT
geoplanning-72246	307	8	585–602	585–602	NUM
geoplanning-72246	307	9	.	.	PUNCT
geoplanning-72246	308	1	[	[	X
geoplanning-72246	308	2	crossref	crossref	X
geoplanning-72246	308	3	]	]	X
geoplanning-72246	308	4	collins	collins	PROPN
geoplanning-72246	308	5	,	,	PUNCT
geoplanning-72246	308	6	b.	b.	PROPN
geoplanning-72246	308	7	d.	d.	PROPN
geoplanning-72246	308	8	,	,	PUNCT
geoplanning-72246	308	9	&	&	CCONJ
geoplanning-72246	308	10	sitar	sitar	NOUN
geoplanning-72246	308	11	,	,	PUNCT
geoplanning-72246	308	12	n.	n.	NOUN
geoplanning-72246	308	13	(	(	PUNCT
geoplanning-72246	308	14	2008	2008	NUM
geoplanning-72246	308	15	)	)	PUNCT
geoplanning-72246	308	16	.	.	PUNCT
geoplanning-72246	309	1	processes	process	NOUN
geoplanning-72246	309	2	of	of	ADP
geoplanning-72246	309	3	coastal	coastal	ADJ
geoplanning-72246	309	4	bluff	bluff	NOUN
geoplanning-72246	309	5	erosion	erosion	NOUN
geoplanning-72246	309	6	in	in	ADP
geoplanning-72246	309	7	weakly	weakly	ADJ
geoplanning-72246	309	8	lithified	lithified	ADJ
geoplanning-72246	309	9	sands	sand	NOUN
geoplanning-72246	309	10	,	,	PUNCT
geoplanning-72246	309	11	pacifica	pacifica	PROPN
geoplanning-72246	309	12	,	,	PUNCT
geoplanning-72246	309	13	california	california	PROPN
geoplanning-72246	309	14	,	,	PUNCT
geoplanning-72246	309	15	usa	usa	PROPN
geoplanning-72246	309	16	.	.	PROPN
geoplanning-72246	309	17	geomorphology	geomorphology	PROPN
geoplanning-72246	309	18	,	,	PUNCT
geoplanning-72246	309	19	97(3–4	97(3–4	PROPN
geoplanning-72246	309	20	)	)	PUNCT
geoplanning-72246	309	21	,	,	PUNCT
geoplanning-72246	309	22	483–501	483–501	NUM
geoplanning-72246	309	23	.	.	PUNCT
geoplanning-72246	310	1	[	[	X
geoplanning-72246	310	2	crossref	crossref	X
geoplanning-72246	310	3	]	]	X
geoplanning-72246	310	4	cowell	cowell	NOUN
geoplanning-72246	310	5	,	,	PUNCT
geoplanning-72246	310	6	p.	p.	PROPN
geoplanning-72246	310	7	j.	j.	PROPN
geoplanning-72246	310	8	,	,	PUNCT
geoplanning-72246	310	9	&	&	CCONJ
geoplanning-72246	310	10	thom	thom	PROPN
geoplanning-72246	310	11	,	,	PUNCT
geoplanning-72246	310	12	b.	b.	PROPN
geoplanning-72246	310	13	g.	g.	PROPN
geoplanning-72246	310	14	(	(	PUNCT
geoplanning-72246	310	15	2006	2006	NUM
geoplanning-72246	310	16	)	)	PUNCT
geoplanning-72246	310	17	.	.	PUNCT
geoplanning-72246	311	1	discussion	discussion	NOUN
geoplanning-72246	311	2	of	of	ADP
geoplanning-72246	311	3	:	:	PUNCT
geoplanning-72246	311	4	.	.	PUNCT
geoplanning-72246	312	1	management	management	NOUN
geoplanning-72246	312	2	of	of	ADP
geoplanning-72246	312	3	uncertainty	uncertainty	NOUN
geoplanning-72246	312	4	in	in	ADP
geoplanning-72246	312	5	predicting	predict	VERB
geoplanning-72246	312	6	climate	climate	NOUN
geoplanning-72246	312	7	-	-	PUNCT
geoplanning-72246	312	8	change	change	NOUN
geoplanning-72246	312	9	impacts	impact	NOUN
geoplanning-72246	312	10	on	on	ADP
geoplanning-72246	312	11	beaches	beach	NOUN
geoplanning-72246	312	12	.	.	PUNCT
geoplanning-72246	313	1	journal	journal	NOUN
geoplanning-72246	313	2	of	of	ADP
geoplanning-72246	313	3	coastal	coastal	ADJ
geoplanning-72246	313	4	research	research	NOUN
geoplanning-72246	313	5	,	,	PUNCT
geoplanning-72246	313	6	22(6	22(6	NUM
geoplanning-72246	313	7	)	)	PUNCT
geoplanning-72246	313	8	,	,	PUNCT
geoplanning-72246	313	9	1577–1579	1577–1579	NUM
geoplanning-72246	313	10	.	.	PUNCT
geoplanning-72246	314	1	[	[	X
geoplanning-72246	314	2	crossref	crossref	X
geoplanning-72246	314	3	]	]	X
geoplanning-72246	314	4	crozier	crozier	NOUN
geoplanning-72246	314	5	,	,	PUNCT
geoplanning-72246	314	6	m.	m.	NOUN
geoplanning-72246	314	7	j.	j.	PROPN
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geoplanning-72246	314	9	2010	2010	NUM
geoplanning-72246	314	10	)	)	PUNCT
geoplanning-72246	314	11	.	.	PUNCT
geoplanning-72246	315	1	deciphering	decipher	VERB
geoplanning-72246	315	2	the	the	DET
geoplanning-72246	315	3	effect	effect	NOUN
geoplanning-72246	315	4	of	of	ADP
geoplanning-72246	315	5	climate	climate	NOUN
geoplanning-72246	315	6	change	change	NOUN
geoplanning-72246	315	7	on	on	ADP
geoplanning-72246	315	8	landslide	landslide	NOUN
geoplanning-72246	315	9	activity	activity	NOUN
geoplanning-72246	315	10	:	:	PUNCT
geoplanning-72246	315	11	a	a	DET
geoplanning-72246	315	12	review	review	NOUN
geoplanning-72246	315	13	.	.	PUNCT
geoplanning-72246	316	1	geomorphology	geomorphology	NOUN
geoplanning-72246	316	2	,	,	PUNCT
geoplanning-72246	316	3	124(3–4	124(3–4	NUM
geoplanning-72246	316	4	)	)	PUNCT
geoplanning-72246	316	5	,	,	PUNCT
geoplanning-72246	316	6	260–267	260–267	NUM
geoplanning-72246	316	7	.	.	PUNCT
geoplanning-72246	317	1	[	[	X
geoplanning-72246	317	2	crossref	crossref	X
geoplanning-72246	317	3	]	]	X
geoplanning-72246	317	4	dong	dong	PROPN
geoplanning-72246	317	5	,	,	PUNCT
geoplanning-72246	317	6	w.	w.	PROPN
geoplanning-72246	317	7	s.	s.	PROPN
geoplanning-72246	317	8	,	,	PUNCT
geoplanning-72246	317	9	ismailluddin	ismailluddin	PROPN
geoplanning-72246	317	10	,	,	PUNCT
geoplanning-72246	317	11	a.	a.	PROPN
geoplanning-72246	317	12	,	,	PUNCT
geoplanning-72246	317	13	yun	yun	PROPN
geoplanning-72246	317	14	,	,	PUNCT
geoplanning-72246	317	15	l.	l.	PROPN
geoplanning-72246	317	16	s.	s.	PROPN
geoplanning-72246	317	17	,	,	PUNCT
geoplanning-72246	317	18	ariffin	ariffin	PROPN
geoplanning-72246	317	19	,	,	PUNCT
geoplanning-72246	317	20	e.	e.	PROPN
geoplanning-72246	317	21	h.	h.	PROPN
geoplanning-72246	317	22	,	,	PUNCT
geoplanning-72246	317	23	saengsupavanich	saengsupavanich	PROPN
geoplanning-72246	317	24	,	,	PUNCT
geoplanning-72246	317	25	c.	c.	PROPN
geoplanning-72246	317	26	,	,	PUNCT
geoplanning-72246	317	27	maulud	maulud	PROPN
geoplanning-72246	317	28	,	,	PUNCT
geoplanning-72246	317	29	k.	k.	PROPN
geoplanning-72246	317	30	n.	n.	PROPN
geoplanning-72246	317	31	a.	a.	PROPN
geoplanning-72246	317	32	,	,	PUNCT
geoplanning-72246	317	33	ramli	ramli	PROPN
geoplanning-72246	317	34	,	,	PUNCT
geoplanning-72246	317	35	m.	m.	NOUN
geoplanning-72246	317	36	z.	z.	PROPN
geoplanning-72246	317	37	,	,	PUNCT
geoplanning-72246	317	38	miskon	miskon	PROPN
geoplanning-72246	317	39	,	,	PUNCT
geoplanning-72246	317	40	m.	m.	PROPN
geoplanning-72246	317	41	f.	f.	PROPN
geoplanning-72246	317	42	,	,	PUNCT
geoplanning-72246	317	43	jeofry	jeofry	PROPN
geoplanning-72246	317	44	,	,	PUNCT
geoplanning-72246	317	45	m.	m.	PROPN
geoplanning-72246	317	46	h.	h.	PROPN
geoplanning-72246	317	47	,	,	PUNCT
geoplanning-72246	317	48	mohamed	mohamed	PROPN
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geoplanning-72246	317	54	.	.	PUNCT
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geoplanning-72246	318	2	2024	2024	NUM
geoplanning-72246	318	3	)	)	PUNCT
geoplanning-72246	318	4	.	.	PUNCT
geoplanning-72246	319	1	the	the	DET
geoplanning-72246	319	2	impact	impact	NOUN
geoplanning-72246	319	3	of	of	ADP
geoplanning-72246	319	4	climate	climate	NOUN
geoplanning-72246	319	5	change	change	NOUN
geoplanning-72246	319	6	on	on	ADP
geoplanning-72246	319	7	coastal	coastal	ADJ
geoplanning-72246	319	8	erosion	erosion	NOUN
geoplanning-72246	319	9	in	in	ADP
geoplanning-72246	319	10	southeast	southeast	PROPN
geoplanning-72246	319	11	asia	asia	PROPN
geoplanning-72246	319	12	and	and	CCONJ
geoplanning-72246	319	13	the	the	DET
geoplanning-72246	319	14	compelling	compelling	ADJ
geoplanning-72246	319	15	need	need	NOUN
geoplanning-72246	319	16	to	to	PART
geoplanning-72246	319	17	establish	establish	VERB
geoplanning-72246	319	18	robust	robust	ADJ
geoplanning-72246	319	19	adaptation	adaptation	NOUN
geoplanning-72246	319	20	strategies	strategy	NOUN
geoplanning-72246	319	21	.	.	PUNCT
geoplanning-72246	320	1	heliyon	heliyon	NOUN
geoplanning-72246	320	2	,	,	PUNCT
geoplanning-72246	320	3	10(4	10(4	NUM
geoplanning-72246	320	4	)	)	PUNCT
geoplanning-72246	320	5	.	.	PUNCT
geoplanning-72246	321	1	[	[	X
geoplanning-72246	321	2	crossref	crossref	X
geoplanning-72246	321	3	]	]	X
geoplanning-72246	321	4	donkol	donkol	NOUN
geoplanning-72246	321	5	,	,	PUNCT
geoplanning-72246	321	6	a.	a.	NOUN
geoplanning-72246	321	7	a.	a.	PROPN
geoplanning-72246	321	8	e.-b	e.-b	PROPN
geoplanning-72246	321	9	.	.	PROPN
geoplanning-72246	321	10	,	,	PUNCT
geoplanning-72246	321	11	hafez	hafez	PROPN
geoplanning-72246	321	12	,	,	PUNCT
geoplanning-72246	321	13	a.	a.	NOUN
geoplanning-72246	321	14	g.	g.	PROPN
geoplanning-72246	321	15	,	,	PUNCT
geoplanning-72246	321	16	hussein	hussein	PROPN
geoplanning-72246	321	17	,	,	PUNCT
geoplanning-72246	321	18	a.	a.	NOUN
geoplanning-72246	321	19	i.	i.	PROPN
geoplanning-72246	321	20	,	,	PUNCT
geoplanning-72246	321	21	&	&	CCONJ
geoplanning-72246	321	22	mabrook	mabrook	PROPN
geoplanning-72246	321	23	,	,	PUNCT
geoplanning-72246	321	24	m.	m.	NOUN
geoplanning-72246	321	25	m.	m.	NOUN
geoplanning-72246	321	26	(	(	PUNCT
geoplanning-72246	321	27	2023	2023	NUM
geoplanning-72246	321	28	)	)	PUNCT
geoplanning-72246	321	29	.	.	PUNCT
geoplanning-72246	322	1	optimization	optimization	NOUN
geoplanning-72246	322	2	of	of	ADP
geoplanning-72246	322	3	intrusion	intrusion	NOUN
geoplanning-72246	322	4	detection	detection	NOUN
geoplanning-72246	322	5	using	use	VERB
geoplanning-72246	322	6	likely	likely	ADJ
geoplanning-72246	322	7	point	point	NOUN
geoplanning-72246	322	8	pso	pso	NOUN
geoplanning-72246	322	9	and	and	CCONJ
geoplanning-72246	322	10	enhanced	enhance	VERB
geoplanning-72246	322	11	lstm	lstm	PROPN
geoplanning-72246	322	12	-	-	PUNCT
geoplanning-72246	322	13	rnn	rnn	VERB
geoplanning-72246	322	14	hybrid	hybrid	ADJ
geoplanning-72246	322	15	technique	technique	NOUN
geoplanning-72246	322	16	in	in	ADP
geoplanning-72246	322	17	communication	communication	NOUN
geoplanning-72246	322	18	networks	network	NOUN
geoplanning-72246	322	19	.	.	PUNCT
geoplanning-72246	323	1	ieee	ieee	NOUN
geoplanning-72246	323	2	access	access	NOUN
geoplanning-72246	323	3	,	,	PUNCT
geoplanning-72246	323	4	11	11	NUM
geoplanning-72246	323	5	,	,	PUNCT
geoplanning-72246	323	6	9469–9482	9469–9482	NUM
geoplanning-72246	323	7	.	.	PUNCT
geoplanning-72246	324	1	[	[	X
geoplanning-72246	324	2	crossref	crossref	X
geoplanning-72246	324	3	]	]	X
geoplanning-72246	324	4	duc	duc	PROPN
geoplanning-72246	324	5	,	,	PUNCT
geoplanning-72246	324	6	d.	d.	PROPN
geoplanning-72246	324	7	m.	m.	PROPN
geoplanning-72246	324	8	,	,	PUNCT
geoplanning-72246	324	9	&	&	CCONJ
geoplanning-72246	324	10	hieu	hieu	PROPN
geoplanning-72246	324	11	,	,	PUNCT
geoplanning-72246	324	12	n.	n.	NOUN
geoplanning-72246	324	13	m.	m.	NOUN
geoplanning-72246	324	14	(	(	PUNCT
geoplanning-72246	324	15	2017	2017	NUM
geoplanning-72246	324	16	)	)	PUNCT
geoplanning-72246	324	17	.	.	PUNCT
geoplanning-72246	325	1	analysis	analysis	NOUN
geoplanning-72246	325	2	of	of	ADP
geoplanning-72246	325	3	sea	sea	NOUN
geoplanning-72246	325	4	-	-	PUNCT
geoplanning-72246	325	5	level	level	NOUN
geoplanning-72246	325	6	rise	rise	NOUN
geoplanning-72246	325	7	impacts	impact	NOUN
geoplanning-72246	325	8	on	on	ADP
geoplanning-72246	325	9	sea	sea	NOUN
geoplanning-72246	325	10	dike	dike	NOUN
geoplanning-72246	325	11	stability	stability	NOUN
geoplanning-72246	325	12	in	in	ADP
geoplanning-72246	325	13	hai	hai	PROPN
geoplanning-72246	325	14	hau	hau	PROPN
geoplanning-72246	325	15	coast	coast	PROPN
geoplanning-72246	325	16	,	,	PUNCT
geoplanning-72246	325	17	vietnam	vietnam	PROPN
geoplanning-72246	325	18	.	.	PUNCT
geoplanning-72246	326	1	international	international	ADJ
geoplanning-72246	326	2	journal	journal	NOUN
geoplanning-72246	326	3	of	of	ADP
geoplanning-72246	326	4	civil	civil	ADJ
geoplanning-72246	326	5	engineering	engineering	NOUN
geoplanning-72246	326	6	,	,	PUNCT
geoplanning-72246	326	7	15(3	15(3	NUM
geoplanning-72246	326	8	)	)	PUNCT
geoplanning-72246	326	9	,	,	PUNCT
geoplanning-72246	326	10	377–389	377–389	NUM
geoplanning-72246	326	11	.	.	PUNCT
geoplanning-72246	327	1	[	[	X
geoplanning-72246	327	2	crossref	crossref	X
geoplanning-72246	327	3	]	]	X
geoplanning-72246	327	4	duke	duke	NOUN
geoplanning-72246	327	5	,	,	PUNCT
geoplanning-72246	327	6	n.	n.	PROPN
geoplanning-72246	327	7	c.	c.	PROPN
geoplanning-72246	327	8	,	,	PUNCT
geoplanning-72246	327	9	meynecke	meynecke	NOUN
geoplanning-72246	327	10	,	,	PUNCT
geoplanning-72246	327	11	j.-o	j.-o	NOUN
geoplanning-72246	327	12	.	.	PUNCT
geoplanning-72246	327	13	,	,	PUNCT
geoplanning-72246	327	14	dittmann	dittmann	PROPN
geoplanning-72246	327	15	,	,	PUNCT
geoplanning-72246	327	16	s.	s.	PROPN
geoplanning-72246	327	17	,	,	PUNCT
geoplanning-72246	327	18	ellison	ellison	PROPN
geoplanning-72246	327	19	,	,	PUNCT
geoplanning-72246	327	20	a.	a.	NOUN
geoplanning-72246	327	21	m.	m.	NOUN
geoplanning-72246	327	22	,	,	PUNCT
geoplanning-72246	327	23	anger	anger	NOUN
geoplanning-72246	327	24	,	,	PUNCT
geoplanning-72246	327	25	k.	k.	PROPN
geoplanning-72246	327	26	,	,	PUNCT
geoplanning-72246	327	27	berger	berger	PROPN
geoplanning-72246	327	28	,	,	PUNCT
geoplanning-72246	327	29	u.	u.	PROPN
geoplanning-72246	327	30	,	,	PUNCT
geoplanning-72246	327	31	cannicci	cannicci	PROPN
geoplanning-72246	327	32	,	,	PUNCT
geoplanning-72246	327	33	s.	s.	PROPN
geoplanning-72246	327	34	,	,	PUNCT
geoplanning-72246	327	35	diele	diele	PROPN
geoplanning-72246	327	36	,	,	PUNCT
geoplanning-72246	327	37	k.	k.	PROPN
geoplanning-72246	327	38	,	,	PUNCT
geoplanning-72246	327	39	ewel	ewel	PROPN
geoplanning-72246	327	40	,	,	PUNCT
geoplanning-72246	327	41	k.	k.	PROPN
geoplanning-72246	327	42	c.	c.	PROPN
geoplanning-72246	327	43	,	,	PUNCT
geoplanning-72246	327	44	field	field	NOUN
geoplanning-72246	327	45	,	,	PUNCT
geoplanning-72246	327	46	c.	c.	PROPN
geoplanning-72246	327	47	d.	d.	PROPN
geoplanning-72246	327	48	,	,	PUNCT
geoplanning-72246	327	49	&	&	CCONJ
geoplanning-72246	327	50	others	other	NOUN
geoplanning-72246	327	51	.	.	PUNCT
geoplanning-72246	328	1	(	(	PUNCT
geoplanning-72246	328	2	2007	2007	NUM
geoplanning-72246	328	3	)	)	PUNCT
geoplanning-72246	328	4	.	.	PUNCT
geoplanning-72246	329	1	a	a	DET
geoplanning-72246	329	2	world	world	NOUN
geoplanning-72246	329	3	without	without	ADP
geoplanning-72246	329	4	mangroves	mangrove	NOUN
geoplanning-72246	329	5	?	?	PUNCT
geoplanning-72246	330	1	science	science	NOUN
geoplanning-72246	330	2	,	,	PUNCT
geoplanning-72246	330	3	317(5834	317(5834	NUM
geoplanning-72246	330	4	)	)	PUNCT
geoplanning-72246	330	5	,	,	PUNCT
geoplanning-72246	330	6	41–42	41–42	NUM
geoplanning-72246	330	7	.	.	PUNCT
geoplanning-72246	331	1	[	[	X
geoplanning-72246	331	2	crossref	crossref	X
geoplanning-72246	331	3	]	]	X
geoplanning-72246	331	4	fitzgerald	fitzgerald	PROPN
geoplanning-72246	331	5	,	,	PUNCT
geoplanning-72246	331	6	d.	d.	PROPN
geoplanning-72246	331	7	m.	m.	PROPN
geoplanning-72246	331	8	,	,	PUNCT
geoplanning-72246	331	9	fenster	fenster	NOUN
geoplanning-72246	331	10	,	,	PUNCT
geoplanning-72246	331	11	m.	m.	NOUN
geoplanning-72246	331	12	s.	s.	PROPN
geoplanning-72246	331	13	,	,	PUNCT
geoplanning-72246	331	14	argow	argow	PROPN
geoplanning-72246	331	15	,	,	PUNCT
geoplanning-72246	331	16	b.	b.	PROPN
geoplanning-72246	331	17	a.	a.	PROPN
geoplanning-72246	331	18	,	,	PUNCT
geoplanning-72246	331	19	&	&	CCONJ
geoplanning-72246	331	20	buynevich	buynevich	PROPN
geoplanning-72246	331	21	,	,	PUNCT
geoplanning-72246	331	22	i.	i.	PROPN
geoplanning-72246	331	23	v.	v.	PROPN
geoplanning-72246	331	24	(	(	PUNCT
geoplanning-72246	331	25	2008	2008	NUM
geoplanning-72246	331	26	)	)	PUNCT
geoplanning-72246	331	27	.	.	PUNCT
geoplanning-72246	332	1	coastal	coastal	ADJ
geoplanning-72246	332	2	impacts	impact	NOUN
geoplanning-72246	332	3	ue	ue	INTJ
geoplanning-72246	332	4	to	to	ADP
geoplanning-72246	332	5	sea	sea	NOUN
geoplanning-72246	332	6	-	-	PUNCT
geoplanning-72246	332	7	level	level	NOUN
geoplanning-72246	332	8	rise	rise	NOUN
geoplanning-72246	332	9	.	.	PUNCT
geoplanning-72246	333	1	annu	annu	NOUN
geoplanning-72246	333	2	.	.	PUNCT
geoplanning-72246	333	3	rev	rev	PROPN
geoplanning-72246	333	4	.	.	PROPN
geoplanning-72246	333	5	earth	earth	NOUN
geoplanning-72246	333	6	planet	planet	NOUN
geoplanning-72246	333	7	.	.	PUNCT
geoplanning-72246	334	1	sci	sci	PROPN
geoplanning-72246	334	2	.	.	PROPN
geoplanning-72246	334	3	,	,	PUNCT
geoplanning-72246	334	4	36(1	36(1	NUM
geoplanning-72246	334	5	)	)	PUNCT
geoplanning-72246	334	6	,	,	PUNCT
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geoplanning-72246	334	8	.	.	PUNCT
geoplanning-72246	335	1	[	[	X
geoplanning-72246	335	2	crossref	crossref	X
geoplanning-72246	335	3	]	]	X
geoplanning-72246	335	4	gao	gao	PROPN
geoplanning-72246	335	5	,	,	PUNCT
geoplanning-72246	335	6	j.	j.	PROPN
geoplanning-72246	335	7	(	(	PUNCT
geoplanning-72246	335	8	2024	2024	NUM
geoplanning-72246	335	9	)	)	PUNCT
geoplanning-72246	335	10	.	.	PUNCT
geoplanning-72246	336	1	r	r	X
geoplanning-72246	336	2	-	-	PUNCT
geoplanning-72246	336	3	squared	square	VERB
geoplanning-72246	336	4	(	(	PUNCT
geoplanning-72246	336	5	r2)--how	r2)--how	ADV
geoplanning-72246	336	6	much	much	ADJ
geoplanning-72246	336	7	variation	variation	NOUN
geoplanning-72246	336	8	is	be	AUX
geoplanning-72246	336	9	explained	explain	VERB
geoplanning-72246	336	10	?	?	PUNCT
geoplanning-72246	337	1	research	research	NOUN
geoplanning-72246	337	2	methods	method	NOUN
geoplanning-72246	337	3	in	in	ADP
geoplanning-72246	337	4	medicine	medicine	NOUN
geoplanning-72246	337	5	\	\	PROPN
geoplanning-72246	337	6	&	&	CCONJ
geoplanning-72246	337	7	health	health	NOUN
geoplanning-72246	337	8	sciences	sciences	PROPN
geoplanning-72246	337	9	,	,	PUNCT
geoplanning-72246	337	10	5(4	5(4	NUM
geoplanning-72246	337	11	)	)	PUNCT
geoplanning-72246	337	12	,	,	PUNCT
geoplanning-72246	337	13	104–109	104–109	NUM
geoplanning-72246	337	14	.	.	PUNCT
geoplanning-72246	338	1	[	[	X
geoplanning-72246	338	2	crossref	crossref	X
geoplanning-72246	338	3	]	]	X
geoplanning-72246	338	4	giri	giri	PROPN
geoplanning-72246	338	5	,	,	PUNCT
geoplanning-72246	338	6	c.	c.	PROPN
geoplanning-72246	338	7	,	,	PUNCT
geoplanning-72246	338	8	ochieng	ochieng	PROPN
geoplanning-72246	338	9	,	,	PUNCT
geoplanning-72246	338	10	e.	e.	PROPN
geoplanning-72246	338	11	,	,	PUNCT
geoplanning-72246	338	12	tieszen	tieszen	PROPN
geoplanning-72246	338	13	,	,	PUNCT
geoplanning-72246	338	14	l.	l.	PROPN
geoplanning-72246	338	15	l.	l.	PROPN
geoplanning-72246	338	16	,	,	PUNCT
geoplanning-72246	338	17	zhu	zhu	PROPN
geoplanning-72246	338	18	,	,	PUNCT
geoplanning-72246	338	19	z.	z.	PROPN
geoplanning-72246	338	20	,	,	PUNCT
geoplanning-72246	338	21	singh	singh	PROPN
geoplanning-72246	338	22	,	,	PUNCT
geoplanning-72246	338	23	a.	a.	PROPN
geoplanning-72246	338	24	,	,	PUNCT
geoplanning-72246	338	25	loveland	loveland	PROPN
geoplanning-72246	338	26	,	,	PUNCT
geoplanning-72246	338	27	t.	t.	PROPN
geoplanning-72246	338	28	,	,	PUNCT
geoplanning-72246	338	29	masek	masek	PROPN
geoplanning-72246	338	30	,	,	PUNCT
geoplanning-72246	338	31	j.	j.	PROPN
geoplanning-72246	338	32	,	,	PUNCT
geoplanning-72246	338	33	&	&	CCONJ
geoplanning-72246	338	34	duke	duke	PROPN
geoplanning-72246	338	35	,	,	PUNCT
geoplanning-72246	338	36	n.	n.	NOUN
geoplanning-72246	338	37	(	(	PUNCT
geoplanning-72246	338	38	2011	2011	NUM
geoplanning-72246	338	39	)	)	PUNCT
geoplanning-72246	338	40	.	.	PUNCT
geoplanning-72246	339	1	status	status	NOUN
geoplanning-72246	339	2	and	and	CCONJ
geoplanning-72246	339	3	distribution	distribution	NOUN
geoplanning-72246	339	4	of	of	ADP
geoplanning-72246	339	5	mangrove	mangrove	NOUN
geoplanning-72246	339	6	forests	forest	NOUN
geoplanning-72246	339	7	of	of	ADP
geoplanning-72246	339	8	the	the	DET
geoplanning-72246	339	9	world	world	NOUN
geoplanning-72246	339	10	using	use	VERB
geoplanning-72246	339	11	earth	earth	NOUN
geoplanning-72246	339	12	observation	observation	NOUN
geoplanning-72246	339	13	satellite	satellite	NOUN
geoplanning-72246	339	14	data	datum	NOUN
geoplanning-72246	339	15	.	.	PUNCT
geoplanning-72246	340	1	global	global	ADJ
geoplanning-72246	340	2	ecology	ecology	NOUN
geoplanning-72246	340	3	and	and	CCONJ
geoplanning-72246	340	4	biogeography	biogeography	NOUN
geoplanning-72246	340	5	,	,	PUNCT
geoplanning-72246	340	6	20(1	20(1	NUM
geoplanning-72246	340	7	)	)	PUNCT
geoplanning-72246	340	8	,	,	PUNCT
geoplanning-72246	340	9	154–159	154–159	NUM
geoplanning-72246	340	10	.	.	PUNCT
geoplanning-72246	341	1	[	[	X
geoplanning-72246	341	2	crossref	crossref	X
geoplanning-72246	341	3	]	]	X
geoplanning-72246	341	4	gracia	gracia	PROPN
geoplanning-72246	341	5	,	,	PUNCT
geoplanning-72246	341	6	a.	a.	PROPN
geoplanning-72246	341	7	,	,	PUNCT
geoplanning-72246	341	8	rangel	rangel	PROPN
geoplanning-72246	341	9	-	-	PUNCT
geoplanning-72246	341	10	buitrago	buitrago	PROPN
geoplanning-72246	341	11	,	,	PUNCT
geoplanning-72246	341	12	n.	n.	NOUN
geoplanning-72246	341	13	,	,	PUNCT
geoplanning-72246	341	14	oakley	oakley	PROPN
geoplanning-72246	341	15	,	,	PUNCT
geoplanning-72246	341	16	j.	j.	PROPN
geoplanning-72246	341	17	a.	a.	PROPN
geoplanning-72246	341	18	,	,	PUNCT
geoplanning-72246	341	19	&	&	CCONJ
geoplanning-72246	341	20	williams	williams	PROPN
geoplanning-72246	341	21	,	,	PUNCT
geoplanning-72246	341	22	a.	a.	NOUN
geoplanning-72246	341	23	t.	t.	PROPN
geoplanning-72246	341	24	(	(	PUNCT
geoplanning-72246	341	25	2018	2018	NUM
geoplanning-72246	341	26	)	)	PUNCT
geoplanning-72246	341	27	.	.	PUNCT
geoplanning-72246	342	1	use	use	NOUN
geoplanning-72246	342	2	of	of	ADP
geoplanning-72246	342	3	ecosystems	ecosystem	NOUN
geoplanning-72246	342	4	in	in	ADP
geoplanning-72246	342	5	coastal	coastal	ADJ
geoplanning-72246	342	6	erosion	erosion	NOUN
geoplanning-72246	342	7	management	management	NOUN
geoplanning-72246	342	8	.	.	PUNCT
geoplanning-72246	343	1	ocean	ocean	PROPN
geoplanning-72246	343	2	&	&	CCONJ
geoplanning-72246	343	3	coastal	coastal	PROPN
geoplanning-72246	343	4	management	management	NOUN
geoplanning-72246	343	5	,	,	PUNCT
geoplanning-72246	343	6	156	156	NUM
geoplanning-72246	343	7	,	,	PUNCT
geoplanning-72246	343	8	277–289	277–289	NUM
geoplanning-72246	343	9	.	.	PUNCT
geoplanning-72246	344	1	[	[	X
geoplanning-72246	344	2	crossref	crossref	X
geoplanning-72246	344	3	]	]	X
geoplanning-72246	344	4	hameed	hameed	PROPN
geoplanning-72246	344	5	,	,	PUNCT
geoplanning-72246	344	6	z.	z.	PROPN
geoplanning-72246	344	7	,	,	PUNCT
geoplanning-72246	344	8	&	&	CCONJ
geoplanning-72246	344	9	garcia	garcia	PROPN
geoplanning-72246	344	10	-	-	PUNCT
geoplanning-72246	344	11	zapirain	zapirain	PROPN
geoplanning-72246	344	12	,	,	PUNCT
geoplanning-72246	344	13	b.	b.	PROPN
geoplanning-72246	344	14	(	(	PUNCT
geoplanning-72246	344	15	2020	2020	NUM
geoplanning-72246	344	16	)	)	PUNCT
geoplanning-72246	344	17	.	.	PUNCT
geoplanning-72246	345	1	sentiment	sentiment	NOUN
geoplanning-72246	345	2	classification	classification	NOUN
geoplanning-72246	345	3	using	use	VERB
geoplanning-72246	345	4	a	a	DET
geoplanning-72246	345	5	single	single	ADJ
geoplanning-72246	345	6	-	-	PUNCT
geoplanning-72246	345	7	layered	layered	ADJ
geoplanning-72246	345	8	bilstm	bilstm	NOUN
geoplanning-72246	345	9	model	model	NOUN
geoplanning-72246	345	10	.	.	PUNCT
geoplanning-72246	346	1	ieee	ieee	NOUN
geoplanning-72246	346	2	access	access	NOUN
geoplanning-72246	346	3	,	,	PUNCT
geoplanning-72246	346	4	8	8	NUM
geoplanning-72246	346	5	,	,	PUNCT
geoplanning-72246	346	6	73992–74001	73992–74001	NUM
geoplanning-72246	346	7	.	.	PUNCT
geoplanning-72246	347	1	[	[	X
geoplanning-72246	347	2	crossref	crossref	X
geoplanning-72246	347	3	]	]	X
geoplanning-72246	347	4	hamilton	hamilton	PROPN
geoplanning-72246	347	5	,	,	PUNCT
geoplanning-72246	347	6	s.	s.	PROPN
geoplanning-72246	347	7	(	(	PUNCT
geoplanning-72246	347	8	2013	2013	NUM
geoplanning-72246	347	9	)	)	PUNCT
geoplanning-72246	347	10	.	.	PUNCT
geoplanning-72246	348	1	assessing	assess	VERB
geoplanning-72246	348	2	the	the	DET
geoplanning-72246	348	3	role	role	NOUN
geoplanning-72246	348	4	of	of	ADP
geoplanning-72246	348	5	commercial	commercial	ADJ
geoplanning-72246	348	6	aquaculture	aquaculture	NOUN
geoplanning-72246	348	7	in	in	ADP
geoplanning-72246	348	8	displacing	displace	VERB
geoplanning-72246	348	9	mangrove	mangrove	NOUN
geoplanning-72246	348	10	forest	forest	NOUN
geoplanning-72246	348	11	.	.	PUNCT
geoplanning-72246	349	1	bulletin	bulletin	NOUN
geoplanning-72246	349	2	of	of	ADP
geoplanning-72246	349	3	marine	marine	ADJ
geoplanning-72246	349	4	science	science	NOUN
geoplanning-72246	349	5	,	,	PUNCT
geoplanning-72246	349	6	89(2	89(2	NOUN
geoplanning-72246	349	7	)	)	PUNCT
geoplanning-72246	349	8	,	,	PUNCT
geoplanning-72246	349	9	585–601	585–601	NUM
geoplanning-72246	349	10	.	.	PUNCT
geoplanning-72246	350	1	[	[	X
geoplanning-72246	350	2	crossref	crossref	X
geoplanning-72246	350	3	]	]	X
geoplanning-72246	350	4	hansen	hansen	PROPN
geoplanning-72246	350	5	,	,	PUNCT
geoplanning-72246	350	6	j.	j.	PROPN
geoplanning-72246	350	7	,	,	PUNCT
geoplanning-72246	350	8	sato	sato	PROPN
geoplanning-72246	350	9	,	,	PUNCT
geoplanning-72246	350	10	m.	m.	NOUN
geoplanning-72246	350	11	,	,	PUNCT
geoplanning-72246	350	12	russell	russell	PROPN
geoplanning-72246	350	13	,	,	PUNCT
geoplanning-72246	350	14	g.	g.	PROPN
geoplanning-72246	350	15	,	,	PUNCT
geoplanning-72246	350	16	&	&	CCONJ
geoplanning-72246	350	17	kharecha	kharecha	PROPN
geoplanning-72246	350	18	,	,	PUNCT
geoplanning-72246	350	19	p.	p.	NOUN
geoplanning-72246	350	20	(	(	PUNCT
geoplanning-72246	350	21	2013	2013	NUM
geoplanning-72246	350	22	)	)	PUNCT
geoplanning-72246	350	23	.	.	PUNCT
geoplanning-72246	351	1	climate	climate	NOUN
geoplanning-72246	351	2	sensitivity	sensitivity	NOUN
geoplanning-72246	351	3	,	,	PUNCT
geoplanning-72246	351	4	sea	sea	NOUN
geoplanning-72246	351	5	level	level	NOUN
geoplanning-72246	351	6	and	and	CCONJ
geoplanning-72246	351	7	atmospheric	atmospheric	ADJ
geoplanning-72246	351	8	carbon	carbon	NOUN
geoplanning-72246	351	9	dioxide	dioxide	NOUN
geoplanning-72246	351	10	.	.	PUNCT
geoplanning-72246	352	1	philosophical	philosophical	ADJ
geoplanning-72246	352	2	transactions	transaction	NOUN
geoplanning-72246	352	3	of	of	ADP
geoplanning-72246	352	4	the	the	DET
geoplanning-72246	352	5	royal	royal	ADJ
geoplanning-72246	352	6	society	society	NOUN
geoplanning-72246	352	7	a	a	DET
geoplanning-72246	352	8	:	:	PUNCT
geoplanning-72246	352	9	mathematical	mathematical	ADJ
geoplanning-72246	352	10	,	,	PUNCT
geoplanning-72246	352	11	physical	physical	ADJ
geoplanning-72246	352	12	and	and	CCONJ
geoplanning-72246	352	13	engineering	engineering	NOUN
geoplanning-72246	352	14	sciences	science	NOUN
geoplanning-72246	352	15	,	,	PUNCT
geoplanning-72246	352	16	371(2001	371(2001	NUM
geoplanning-72246	352	17	)	)	PUNCT
geoplanning-72246	352	18	,	,	PUNCT
geoplanning-72246	352	19	20120294	20120294	NUM
geoplanning-72246	352	20	.	.	PUNCT
geoplanning-72246	353	1	[	[	X
geoplanning-72246	353	2	crossref	crossref	X
geoplanning-72246	353	3	]	]	X
geoplanning-72246	353	4	hapke	hapke	PROPN
geoplanning-72246	353	5	,	,	PUNCT
geoplanning-72246	353	6	c.	c.	PROPN
geoplanning-72246	353	7	j.	j.	PROPN
geoplanning-72246	353	8	,	,	PUNCT
geoplanning-72246	353	9	reid	reid	PROPN
geoplanning-72246	353	10	,	,	PUNCT
geoplanning-72246	353	11	d.	d.	PROPN
geoplanning-72246	353	12	,	,	PUNCT
geoplanning-72246	353	13	&	&	CCONJ
geoplanning-72246	353	14	richmond	richmond	PROPN
geoplanning-72246	353	15	,	,	PUNCT
geoplanning-72246	353	16	b.	b.	PROPN
geoplanning-72246	353	17	(	(	PUNCT
geoplanning-72246	353	18	2009	2009	NUM
geoplanning-72246	353	19	)	)	PUNCT
geoplanning-72246	353	20	.	.	PUNCT
geoplanning-72246	354	1	rates	rate	NOUN
geoplanning-72246	354	2	and	and	CCONJ
geoplanning-72246	354	3	trends	trend	NOUN
geoplanning-72246	354	4	of	of	ADP
geoplanning-72246	354	5	coastal	coastal	ADJ
geoplanning-72246	354	6	change	change	NOUN
geoplanning-72246	354	7	in	in	ADP
geoplanning-72246	354	8	california	california	PROPN
geoplanning-72246	354	9	and	and	CCONJ
geoplanning-72246	354	10	the	the	DET
geoplanning-72246	354	11	regional	regional	ADJ
geoplanning-72246	354	12	behavior	behavior	NOUN
geoplanning-72246	354	13	of	of	ADP
geoplanning-72246	354	14	the	the	DET
geoplanning-72246	354	15	beach	beach	NOUN
geoplanning-72246	354	16	and	and	CCONJ
geoplanning-72246	354	17	cliff	cliff	NOUN
geoplanning-72246	354	18	system	system	NOUN
geoplanning-72246	354	19	.	.	PUNCT
geoplanning-72246	355	1	journal	journal	NOUN
geoplanning-72246	355	2	of	of	ADP
geoplanning-72246	355	3	coastal	coastal	ADJ
geoplanning-72246	355	4	research	research	NOUN
geoplanning-72246	355	5	,	,	PUNCT
geoplanning-72246	355	6	25(3	25(3	NUM
geoplanning-72246	355	7	)	)	PUNCT
geoplanning-72246	355	8	,	,	PUNCT
geoplanning-72246	355	9	603–615	603–615	NUM
geoplanning-72246	355	10	.	.	PUNCT
geoplanning-72246	356	1	[	[	X
geoplanning-72246	356	2	crossref	crossref	X
geoplanning-72246	356	3	]	]	X
geoplanning-72246	356	4	hens	hen	NOUN
geoplanning-72246	356	5	,	,	PUNCT
geoplanning-72246	356	6	l.	l.	PROPN
geoplanning-72246	356	7	,	,	PUNCT
geoplanning-72246	356	8	thinh	thinh	PROPN
geoplanning-72246	356	9	,	,	PUNCT
geoplanning-72246	356	10	n.	n.	PROPN
geoplanning-72246	356	11	a.	a.	PROPN
geoplanning-72246	356	12	,	,	PUNCT
geoplanning-72246	356	13	hanh	hanh	NOUN
geoplanning-72246	356	14	,	,	PUNCT
geoplanning-72246	356	15	t.	t.	PROPN
geoplanning-72246	356	16	h.	h.	PROPN
geoplanning-72246	356	17	,	,	PUNCT
geoplanning-72246	356	18	cuong	cuong	PROPN
geoplanning-72246	356	19	,	,	PUNCT
geoplanning-72246	356	20	n.	n.	PROPN
geoplanning-72246	356	21	s.	s.	PROPN
geoplanning-72246	356	22	,	,	PUNCT
geoplanning-72246	356	23	lan	lan	PROPN
geoplanning-72246	356	24	,	,	PUNCT
geoplanning-72246	356	25	t.	t.	PROPN
geoplanning-72246	356	26	d.	d.	PROPN
geoplanning-72246	356	27	,	,	PUNCT
geoplanning-72246	356	28	van	van	PROPN
geoplanning-72246	356	29	thanh	thanh	PROPN
geoplanning-72246	356	30	,	,	PUNCT
geoplanning-72246	356	31	n.	n.	NOUN
geoplanning-72246	356	32	,	,	PUNCT
geoplanning-72246	356	33	&	&	CCONJ
geoplanning-72246	356	34	le	le	PROPN
geoplanning-72246	356	35	,	,	PUNCT
geoplanning-72246	356	36	d.	d.	PROPN
geoplanning-72246	356	37	t.	t.	PROPN
geoplanning-72246	356	38	(	(	PUNCT
geoplanning-72246	356	39	2018	2018	NUM
geoplanning-72246	356	40	)	)	PUNCT
geoplanning-72246	356	41	.	.	PUNCT
geoplanning-72246	357	1	sea	sea	NOUN
geoplanning-72246	357	2	-	-	PUNCT
geoplanning-72246	357	3	level	level	NOUN
geoplanning-72246	357	4	rise	rise	NOUN
geoplanning-72246	357	5	and	and	CCONJ
geoplanning-72246	357	6	resilience	resilience	NOUN
geoplanning-72246	357	7	in	in	ADP
geoplanning-72246	357	8	vietnam	vietnam	PROPN
geoplanning-72246	357	9	and	and	CCONJ
geoplanning-72246	357	10	the	the	DET
geoplanning-72246	357	11	asia	asia	PROPN
geoplanning-72246	357	12	-	-	PUNCT
geoplanning-72246	357	13	pacific	pacific	PROPN
geoplanning-72246	357	14	:	:	PUNCT
geoplanning-72246	357	15	a	a	DET
geoplanning-72246	357	16	synthesis	synthesis	NOUN
geoplanning-72246	357	17	.	.	PUNCT
geoplanning-72246	358	1	vietnam	vietnam	PROPN
geoplanning-72246	358	2	journal	journal	PROPN
geoplanning-72246	358	3	of	of	ADP
geoplanning-72246	358	4	earth	earth	PROPN
geoplanning-72246	358	5	sciences	sciences	PROPN
geoplanning-72246	358	6	,	,	PUNCT
geoplanning-72246	358	7	40(2	40(2	NUM
geoplanning-72246	358	8	)	)	PUNCT
geoplanning-72246	358	9	,	,	PUNCT
geoplanning-72246	358	10	126–152	126–152	NUM
geoplanning-72246	358	11	.	.	PUNCT
geoplanning-72246	359	1	[	[	X
geoplanning-72246	359	2	crossref	crossref	X
geoplanning-72246	359	3	]	]	X
geoplanning-72246	359	4	karch	karch	PROPN
geoplanning-72246	359	5	,	,	PUNCT
geoplanning-72246	359	6	j.	j.	PROPN
geoplanning-72246	359	7	(	(	PUNCT
geoplanning-72246	359	8	2020	2020	NUM
geoplanning-72246	359	9	)	)	PUNCT
geoplanning-72246	359	10	.	.	PUNCT
geoplanning-72246	360	1	improving	improve	VERB
geoplanning-72246	360	2	on	on	ADP
geoplanning-72246	360	3	adjusted	adjust	VERB
geoplanning-72246	360	4	r	r	NOUN
geoplanning-72246	360	5	-	-	PUNCT
geoplanning-72246	360	6	squared	square	VERB
geoplanning-72246	360	7	.	.	PUNCT
geoplanning-72246	361	1	collabra	collabra	PROPN
geoplanning-72246	361	2	:	:	PUNCT
geoplanning-72246	361	3	psychology	psychology	NOUN
geoplanning-72246	361	4	,	,	PUNCT
geoplanning-72246	361	5	6(1	6(1	NUM
geoplanning-72246	361	6	)	)	PUNCT
geoplanning-72246	361	7	,	,	PUNCT
geoplanning-72246	361	8	45	45	NUM
geoplanning-72246	361	9	.	.	PUNCT
geoplanning-72246	362	1	[	[	X
geoplanning-72246	362	2	crossref	crossref	X
geoplanning-72246	362	3	]	]	X
geoplanning-72246	362	4	kardani	kardani	X
geoplanning-72246	362	5	,	,	PUNCT
geoplanning-72246	362	6	n.	n.	NOUN
geoplanning-72246	362	7	,	,	PUNCT
geoplanning-72246	362	8	zhou	zhou	PROPN
geoplanning-72246	362	9	,	,	PUNCT
geoplanning-72246	362	10	a.	a.	PROPN
geoplanning-72246	362	11	,	,	PUNCT
geoplanning-72246	362	12	nazem	nazem	NOUN
geoplanning-72246	362	13	,	,	PUNCT
geoplanning-72246	362	14	m.	m.	NOUN
geoplanning-72246	362	15	,	,	PUNCT
geoplanning-72246	362	16	&	&	CCONJ
geoplanning-72246	362	17	shen	shen	PROPN
geoplanning-72246	362	18	,	,	PUNCT
geoplanning-72246	362	19	s.-l	s.-l	NOUN
geoplanning-72246	362	20	.	.	PUNCT
geoplanning-72246	363	1	(	(	PUNCT
geoplanning-72246	363	2	2020	2020	NUM
geoplanning-72246	363	3	)	)	PUNCT
geoplanning-72246	363	4	.	.	PUNCT
geoplanning-72246	364	1	estimation	estimation	NOUN
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geoplanning-72246	364	3	bearing	bear	VERB
geoplanning-72246	364	4	capacity	capacity	NOUN
geoplanning-72246	364	5	of	of	ADP
geoplanning-72246	364	6	piles	pile	NOUN
geoplanning-72246	364	7	in	in	ADP
geoplanning-72246	364	8	cohesionless	cohesionless	NOUN
geoplanning-72246	364	9	soil	soil	NOUN
geoplanning-72246	364	10	using	use	VERB
geoplanning-72246	364	11	optimised	optimise	VERB
geoplanning-72246	364	12	machine	machine	NOUN
geoplanning-72246	364	13	learning	learning	NOUN
geoplanning-72246	364	14	approaches	approach	NOUN
geoplanning-72246	364	15	.	.	PUNCT
geoplanning-72246	365	1	geotechnical	geotechnical	ADJ
geoplanning-72246	365	2	and	and	CCONJ
geoplanning-72246	365	3	geological	geological	ADJ
geoplanning-72246	365	4	engineering	engineering	NOUN
geoplanning-72246	365	5	,	,	PUNCT
geoplanning-72246	365	6	38(2	38(2	NOUN
geoplanning-72246	365	7	)	)	PUNCT
geoplanning-72246	365	8	,	,	PUNCT
geoplanning-72246	365	9	2271–2291	2271–2291	NUM
geoplanning-72246	365	10	.	.	PUNCT
geoplanning-72246	366	1	[	[	X
geoplanning-72246	366	2	crossref	crossref	X
geoplanning-72246	366	3	]	]	X
geoplanning-72246	366	4	karlsrud	karlsrud	NOUN
geoplanning-72246	366	5	,	,	PUNCT
geoplanning-72246	366	6	k.	k.	PROPN
geoplanning-72246	366	7	,	,	PUNCT
geoplanning-72246	366	8	vangelsten	vangelsten	VERB
geoplanning-72246	366	9	,	,	PUNCT
geoplanning-72246	366	10	b.	b.	PROPN
geoplanning-72246	366	11	v	v	PROPN
geoplanning-72246	366	12	,	,	PUNCT
geoplanning-72246	366	13	&	&	CCONJ
geoplanning-72246	366	14	frauenfelder	frauenfelder	PROPN
geoplanning-72246	366	15	,	,	PUNCT
geoplanning-72246	366	16	r.	r.	PROPN
geoplanning-72246	366	17	(	(	PUNCT
geoplanning-72246	366	18	2017	2017	NUM
geoplanning-72246	366	19	)	)	PUNCT
geoplanning-72246	366	20	.	.	PUNCT
geoplanning-72246	367	1	subsidence	subsidence	NOUN
geoplanning-72246	367	2	and	and	CCONJ
geoplanning-72246	367	3	shoreline	shoreline	NOUN
geoplanning-72246	367	4	retreat	retreat	NOUN
geoplanning-72246	367	5	in	in	ADP
geoplanning-72246	367	6	the	the	DET
geoplanning-72246	367	7	ca	ca	PROPN
geoplanning-72246	367	8	mau	mau	PROPN
geoplanning-72246	367	9	province	province	PROPN
geoplanning-72246	367	10	-	-	PUNCT
geoplanning-72246	367	11	vietnam	vietnam	PROPN
geoplanning-72246	367	12	:	:	PUNCT
geoplanning-72246	367	13	causes	cause	NOUN
geoplanning-72246	367	14	,	,	PUNCT
geoplanning-72246	367	15	consequences	consequence	NOUN
geoplanning-72246	367	16	and	and	CCONJ
geoplanning-72246	367	17	mitigation	mitigation	NOUN
geoplanning-72246	367	18	options	option	NOUN
geoplanning-72246	367	19	.	.	PUNCT
geoplanning-72246	368	1	geotechnical	geotechnical	ADJ
geoplanning-72246	368	2	engineering	engineering	NOUN
geoplanning-72246	368	3	journal	journal	NOUN
geoplanning-72246	368	4	of	of	ADP
geoplanning-72246	368	5	the	the	DET
geoplanning-72246	368	6	seags	seag	NOUN
geoplanning-72246	368	7	&	&	CCONJ
geoplanning-72246	368	8	agssea	agssea	NOUN
geoplanning-72246	368	9	,	,	PUNCT
geoplanning-72246	368	10	48(1	48(1	NOUN
geoplanning-72246	368	11	)	)	PUNCT
geoplanning-72246	368	12	,	,	PUNCT
geoplanning-72246	368	13	26–32	26–32	X
geoplanning-72246	368	14	.	.	PUNCT
geoplanning-72246	369	1	[	[	X
geoplanning-72246	369	2	crossref	crossref	X
geoplanning-72246	369	3	]	]	X
geoplanning-72246	369	4	kim	kim	PROPN
geoplanning-72246	369	5	,	,	PUNCT
geoplanning-72246	369	6	s.	s.	PROPN
geoplanning-72246	369	7	,	,	PUNCT
geoplanning-72246	369	8	&	&	CCONJ
geoplanning-72246	369	9	kim	kim	PROPN
geoplanning-72246	369	10	,	,	PUNCT
geoplanning-72246	369	11	h.	h.	PROPN
geoplanning-72246	369	12	(	(	PUNCT
geoplanning-72246	369	13	2016	2016	NUM
geoplanning-72246	369	14	)	)	PUNCT
geoplanning-72246	369	15	.	.	PUNCT
geoplanning-72246	370	1	a	a	DET
geoplanning-72246	370	2	new	new	ADJ
geoplanning-72246	370	3	metric	metric	NOUN
geoplanning-72246	370	4	of	of	ADP
geoplanning-72246	370	5	absolute	absolute	ADJ
geoplanning-72246	370	6	percentage	percentage	NOUN
geoplanning-72246	370	7	error	error	NOUN
geoplanning-72246	370	8	for	for	ADP
geoplanning-72246	370	9	intermittent	intermittent	ADJ
geoplanning-72246	370	10	demand	demand	NOUN
geoplanning-72246	370	11	forecasts	forecast	NOUN
geoplanning-72246	370	12	.	.	PUNCT
geoplanning-72246	371	1	international	international	ADJ
geoplanning-72246	371	2	journal	journal	PROPN
geoplanning-72246	371	3	of	of	ADP
geoplanning-72246	371	4	forecasting	forecasting	NOUN
geoplanning-72246	371	5	,	,	PUNCT
geoplanning-72246	371	6	32(3	32(3	NUM
geoplanning-72246	371	7	)	)	PUNCT
geoplanning-72246	371	8	,	,	PUNCT
geoplanning-72246	371	9	669–679	669–679	NUM
geoplanning-72246	371	10	.	.	PUNCT
geoplanning-72246	372	1	[	[	X
geoplanning-72246	372	2	crossref	crossref	X
geoplanning-72246	372	3	]	]	X
geoplanning-72246	372	4	komar	komar	PROPN
geoplanning-72246	372	5	,	,	PUNCT
geoplanning-72246	372	6	p.	p.	PROPN
geoplanning-72246	372	7	d.	d.	PROPN
geoplanning-72246	372	8	(	(	PUNCT
geoplanning-72246	372	9	1977	1977	NUM
geoplanning-72246	372	10	)	)	PUNCT
geoplanning-72246	372	11	.	.	PUNCT
geoplanning-72246	373	1	beach	beach	NOUN
geoplanning-72246	373	2	processes	process	NOUN
geoplanning-72246	373	3	and	and	CCONJ
geoplanning-72246	373	4	sedimentation	sedimentation	NOUN
geoplanning-72246	373	5	.	.	PUNCT
geoplanning-72246	374	1	lal	lal	PROPN
geoplanning-72246	374	2	,	,	PUNCT
geoplanning-72246	374	3	r.	r.	PROPN
geoplanning-72246	374	4	,	,	PUNCT
geoplanning-72246	374	5	&	&	CCONJ
geoplanning-72246	374	6	stewart	stewart	PROPN
geoplanning-72246	374	7	,	,	PUNCT
geoplanning-72246	374	8	b.	b.	PROPN
geoplanning-72246	374	9	a.	a.	PROPN
geoplanning-72246	374	10	(	(	PUNCT
geoplanning-72246	374	11	2018	2018	NUM
geoplanning-72246	374	12	)	)	PUNCT
geoplanning-72246	374	13	.	.	PUNCT
geoplanning-72246	375	1	soil	soil	NOUN
geoplanning-72246	375	2	and	and	CCONJ
geoplanning-72246	375	3	climate	climate	NOUN
geoplanning-72246	375	4	.	.	PUNCT
geoplanning-72246	376	1	crc	crc	PROPN
geoplanning-72246	376	2	press	press	PROPN
geoplanning-72246	376	3	,	,	PUNCT
geoplanning-72246	376	4	taylor	taylor	PROPN
geoplanning-72246	376	5	&	&	CCONJ
geoplanning-72246	376	6	francis	francis	PROPN
geoplanning-72246	376	7	group	group	PROPN
geoplanning-72246	376	8	.	.	PUNCT
geoplanning-72246	377	1	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PUNCT
geoplanning-72246	378	1	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	NUM
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geoplanning-72246	378	4	https://doi.org/10.1002/minf.201700127	https://doi.org/10.1002/minf.201700127	NOUN
geoplanning-72246	378	5	https://doi.org/10.1007/s10712-011-9119-1	https://doi.org/10.1007/s10712-011-9119-1	NUM
geoplanning-72246	378	6	https://doi.org/10.1016/j.geomorph.2007.09.004	https://doi.org/10.1016/j.geomorph.2007.09.004	NOUN
geoplanning-72246	378	7	https://doi.org/10.2112/06a-0015.1	https://doi.org/10.2112/06a-0015.1	ADV
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geoplanning-72246	378	11	https://doi.org/10.1007/s40999-017-0191-x	https://doi.org/10.1007/s40999-017-0191-x	PROPN
geoplanning-72246	378	12	https://doi.org/10.1126/science.317.5834.41b	https://doi.org/10.1126/science.317.5834.41b	VERB
geoplanning-72246	378	13	https://doi.org/10.1146/annurev.earth.35.031306.140139	https://doi.org/10.1146/annurev.earth.35.031306.140139	PROPN
geoplanning-72246	378	14	https://doi.org/10.1177/26320843231186398	https://doi.org/10.1177/26320843231186398	X
geoplanning-72246	378	15	https://doi.org/10.1111/j.1466-8238.2010.00584.x	https://doi.org/10.1111/j.1466-8238.2010.00584.x	VERB
geoplanning-72246	378	16	https://doi.org/10.1016/j.ocecoaman.2017.07.009	https://doi.org/10.1016/j.ocecoaman.2017.07.009	PROPN
geoplanning-72246	378	17	https://doi.org/10.1109/access.2020.2988550	https://doi.org/10.1109/access.2020.2988550	PROPN
geoplanning-72246	378	18	https://doi.org/10.5343/bms.2012.1069	https://doi.org/10.5343/bms.2012.1069	PROPN
geoplanning-72246	378	19	https://doi.org/10.1098/rsta.2012.0294	https://doi.org/10.1098/rsta.2012.0294	PROPN
geoplanning-72246	378	20	https://doi.org/10.2112/08-1006.1	https://doi.org/10.2112/08-1006.1	PROPN
geoplanning-72246	378	21	https://doi.org/10.15625/0866-7187/40/2/11107	https://doi.org/10.15625/0866-7187/40/2/11107	PROPN
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geoplanning-72246	378	27	and	and	CCONJ
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geoplanning-72246	378	29	/	/	SYM
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geoplanning-72246	378	31	:	:	PUNCT
geoplanning-72246	378	32	journal	journal	NOUN
geoplanning-72246	378	33	of	of	ADP
geoplanning-72246	378	34	geomatics	geomatics	PROPN
geoplanning-72246	378	35	and	and	CCONJ
geoplanning-72246	378	36	planning	planning	NOUN
geoplanning-72246	378	37	,	,	PUNCT
geoplanning-72246	378	38	vol	vol	NOUN
geoplanning-72246	378	39	12	12	NUM
geoplanning-72246	378	40	,	,	PUNCT
geoplanning-72246	378	41	no	no	DET
geoplanning-72246	378	42	2	2	NUM
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geoplanning-72246	378	45	,	,	PUNCT
geoplanning-72246	378	46	139	139	NUM
geoplanning-72246	378	47	-	-	SYM
geoplanning-72246	378	48	158	158	NUM
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geoplanning-72246	378	50	:	:	PUNCT
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geoplanning-72246	378	52	/	/	SYM
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geoplanning-72246	378	54	-	-	PUNCT
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geoplanning-72246	378	56	157	157	NUM
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geoplanning-72246	378	59	q.	q.	PROPN
geoplanning-72246	378	60	,	,	PUNCT
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geoplanning-72246	378	62	,	,	PUNCT
geoplanning-72246	378	63	p.	p.	NOUN
geoplanning-72246	378	64	m.	m.	NOUN
geoplanning-72246	378	65	,	,	PUNCT
geoplanning-72246	378	66	ragni	ragni	PROPN
geoplanning-72246	378	67	,	,	PUNCT
geoplanning-72246	378	68	a.	a.	PROPN
geoplanning-72246	378	69	,	,	PUNCT
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geoplanning-72246	378	71	gales	gales	PROPN
geoplanning-72246	378	72	,	,	PUNCT
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geoplanning-72246	378	74	j.	j.	PROPN
geoplanning-72246	378	75	f.	f.	PROPN
geoplanning-72246	378	76	(	(	PUNCT
geoplanning-72246	378	77	2019	2019	NUM
geoplanning-72246	378	78	)	)	PUNCT
geoplanning-72246	378	79	.	.	PUNCT
geoplanning-72246	379	1	bi	bi	ADJ
geoplanning-72246	379	2	-	-	ADJ
geoplanning-72246	379	3	directional	directional	ADJ
geoplanning-72246	379	4	lattice	lattice	NOUN
geoplanning-72246	379	5	recurrent	recurrent	ADJ
geoplanning-72246	379	6	neural	neural	ADJ
geoplanning-72246	379	7	networks	network	NOUN
geoplanning-72246	379	8	for	for	ADP
geoplanning-72246	379	9	confidence	confidence	NOUN
geoplanning-72246	379	10	estimation	estimation	NOUN
geoplanning-72246	379	11	.	.	PUNCT
geoplanning-72246	380	1	icassp	icassp	VERB
geoplanning-72246	380	2	2019	2019	NUM
geoplanning-72246	380	3	-	-	SYM
geoplanning-72246	380	4	2019	2019	NUM
geoplanning-72246	380	5	ieee	ieee	NOUN
geoplanning-72246	380	6	international	international	ADJ
geoplanning-72246	380	7	conference	conference	NOUN
geoplanning-72246	380	8	on	on	ADP
geoplanning-72246	380	9	acoustics	acoustic	NOUN
geoplanning-72246	380	10	,	,	PUNCT
geoplanning-72246	380	11	speech	speech	NOUN
geoplanning-72246	380	12	and	and	CCONJ
geoplanning-72246	380	13	signal	signal	NOUN
geoplanning-72246	380	14	processing	processing	NOUN
geoplanning-72246	380	15	(	(	PUNCT
geoplanning-72246	380	16	icassp	icassp	PROPN
geoplanning-72246	380	17	)	)	PUNCT
geoplanning-72246	380	18	,	,	PUNCT
geoplanning-72246	380	19	6755–6759	6755–6759	NUM
geoplanning-72246	380	20	.	.	PUNCT
geoplanning-72246	381	1	[	[	X
geoplanning-72246	381	2	crossref	crossref	X
geoplanning-72246	381	3	]	]	X
geoplanning-72246	381	4	lin	lin	PROPN
geoplanning-72246	381	5	,	,	PUNCT
geoplanning-72246	381	6	t.	t.	PROPN
geoplanning-72246	381	7	y.	y.	PROPN
geoplanning-72246	381	8	,	,	PUNCT
geoplanning-72246	381	9	van	van	PROPN
geoplanning-72246	381	10	onselen	onselen	PROPN
geoplanning-72246	381	11	,	,	PUNCT
geoplanning-72246	381	12	v.	v.	ADP
geoplanning-72246	381	13	m.	m.	NOUN
geoplanning-72246	381	14	,	,	PUNCT
geoplanning-72246	381	15	&	&	CCONJ
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geoplanning-72246	381	19	p.	p.	PROPN
geoplanning-72246	381	20	(	(	PUNCT
geoplanning-72246	381	21	2021	2021	NUM
geoplanning-72246	381	22	)	)	PUNCT
geoplanning-72246	381	23	.	.	PUNCT
geoplanning-72246	382	1	coastal	coastal	ADJ
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geoplanning-72246	382	3	in	in	ADP
geoplanning-72246	382	4	vietnam	vietnam	PROPN
geoplanning-72246	382	5	:	:	PUNCT
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geoplanning-72246	382	7	studies	study	NOUN
geoplanning-72246	382	8	and	and	CCONJ
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geoplanning-72246	382	10	for	for	ADP
geoplanning-72246	382	11	integrated	integrate	VERB
geoplanning-72246	382	12	coastal	coastal	ADJ
geoplanning-72246	382	13	zone	zone	NOUN
geoplanning-72246	382	14	management	management	NOUN
geoplanning-72246	382	15	in	in	ADP
geoplanning-72246	382	16	the	the	DET
geoplanning-72246	382	17	vietnamese	vietnamese	ADJ
geoplanning-72246	382	18	south	south	ADJ
geoplanning-72246	382	19	-	-	PUNCT
geoplanning-72246	382	20	central	central	ADJ
geoplanning-72246	382	21	coastline	coastline	NOUN
geoplanning-72246	382	22	.	.	PUNCT
geoplanning-72246	383	1	iop	iop	PROPN
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geoplanning-72246	383	4	:	:	PUNCT
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geoplanning-72246	383	10	652(1	652(1	NUM
geoplanning-72246	383	11	)	)	PUNCT
geoplanning-72246	383	12	,	,	PUNCT
geoplanning-72246	383	13	12009	12009	NUM
geoplanning-72246	383	14	.	.	PUNCT
geoplanning-72246	384	1	[	[	X
geoplanning-72246	384	2	crossref	crossref	X
geoplanning-72246	384	3	]	]	X
geoplanning-72246	384	4	lindemann	lindemann	PROPN
geoplanning-72246	384	5	,	,	PUNCT
geoplanning-72246	384	6	b.	b.	PROPN
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geoplanning-72246	384	9	,	,	PUNCT
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geoplanning-72246	384	11	,	,	PUNCT
geoplanning-72246	384	12	vietz	vietz	PROPN
geoplanning-72246	384	13	,	,	PUNCT
geoplanning-72246	384	14	h.	h.	PROPN
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geoplanning-72246	384	24	(	(	PUNCT
geoplanning-72246	384	25	2021	2021	NUM
geoplanning-72246	384	26	)	)	PUNCT
geoplanning-72246	384	27	.	.	PUNCT
geoplanning-72246	385	1	a	a	DET
geoplanning-72246	385	2	survey	survey	NOUN
geoplanning-72246	385	3	on	on	ADP
geoplanning-72246	385	4	long	long	ADJ
geoplanning-72246	385	5	short	short	ADJ
geoplanning-72246	385	6	-	-	PUNCT
geoplanning-72246	385	7	term	term	NOUN
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geoplanning-72246	385	9	networks	network	NOUN
geoplanning-72246	385	10	for	for	ADP
geoplanning-72246	385	11	time	time	NOUN
geoplanning-72246	385	12	series	series	PROPN
geoplanning-72246	385	13	prediction	prediction	PROPN
geoplanning-72246	385	14	.	.	PUNCT
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geoplanning-72246	386	5	,	,	PUNCT
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geoplanning-72246	387	3	]	]	X
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geoplanning-72246	387	15	)	)	PUNCT
geoplanning-72246	387	16	.	.	PUNCT
geoplanning-72246	388	1	a	a	DET
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geoplanning-72246	388	5	based	base	VERB
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geoplanning-72246	389	2	conference	conference	NOUN
geoplanning-72246	389	3	on	on	ADP
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geoplanning-72246	389	10	&	&	CCONJ
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geoplanning-72246	390	8	,	,	PUNCT
geoplanning-72246	390	9	&	&	CCONJ
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geoplanning-72246	391	4	processes	process	NOUN
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geoplanning-72246	391	7	.	.	PUNCT
geoplanning-72246	392	1	routledge	routledge	PROPN
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geoplanning-72246	393	1	[	[	X
geoplanning-72246	393	2	crossref	crossref	X
geoplanning-72246	393	3	]	]	X
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geoplanning-72246	393	10	s.	s.	PROPN
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geoplanning-72246	393	18	z.	z.	PROPN
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geoplanning-72246	393	22	y.	y.	PROPN
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geoplanning-72246	393	34	)	)	PUNCT
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geoplanning-72246	394	1	understanding	understand	VERB
geoplanning-72246	394	2	hidden	hide	VERB
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geoplanning-72246	395	5	visual	visual	ADJ
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geoplanning-72246	395	12	)	)	PUNCT
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geoplanning-72246	396	1	[	[	X
geoplanning-72246	396	2	crossref	crossref	X
geoplanning-72246	396	3	]	]	X
geoplanning-72246	396	4	morton	morton	PROPN
geoplanning-72246	396	5	,	,	PUNCT
geoplanning-72246	396	6	r.	r.	PROPN
geoplanning-72246	396	7	a.	a.	PROPN
geoplanning-72246	396	8	(	(	PUNCT
geoplanning-72246	396	9	2003	2003	NUM
geoplanning-72246	396	10	)	)	PUNCT
geoplanning-72246	396	11	.	.	PUNCT
geoplanning-72246	397	1	an	an	DET
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geoplanning-72246	397	3	of	of	ADP
geoplanning-72246	397	4	coastal	coastal	ADJ
geoplanning-72246	397	5	land	land	NOUN
geoplanning-72246	397	6	loss	loss	NOUN
geoplanning-72246	397	7	:	:	PUNCT
geoplanning-72246	397	8	with	with	ADP
geoplanning-72246	397	9	emphasis	emphasis	NOUN
geoplanning-72246	397	10	on	on	ADP
geoplanning-72246	397	11	the	the	DET
geoplanning-72246	397	12	southeastern	southeastern	ADJ
geoplanning-72246	397	13	united	united	PROPN
geoplanning-72246	397	14	states	states	PROPN
geoplanning-72246	397	15	.	.	PUNCT
geoplanning-72246	398	1	us	we	PRON
geoplanning-72246	398	2	geological	geological	ADJ
geoplanning-72246	398	3	survey	survey	NOUN
geoplanning-72246	398	4	,	,	PUNCT
geoplanning-72246	398	5	center	center	NOUN
geoplanning-72246	398	6	for	for	ADP
geoplanning-72246	398	7	coastal	coastal	ADJ
geoplanning-72246	398	8	and	and	CCONJ
geoplanning-72246	398	9	watershed	watershe	VERB
geoplanning-72246	398	10	studies	study	NOUN
geoplanning-72246	398	11	st~	st~	PROPN
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geoplanning-72246	398	13	.	.	PUNCT
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geoplanning-72246	399	2	,	,	PUNCT
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geoplanning-72246	399	4	a.	a.	PROPN
geoplanning-72246	399	5	,	,	PUNCT
geoplanning-72246	399	6	foster	foster	PROPN
geoplanning-72246	399	7	,	,	PUNCT
geoplanning-72246	399	8	g.	g.	PROPN
geoplanning-72246	399	9	r.	r.	PROPN
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geoplanning-72246	399	16	&	&	CCONJ
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geoplanning-72246	399	18	,	,	PUNCT
geoplanning-72246	399	19	s.	s.	PROPN
geoplanning-72246	399	20	c.	c.	PROPN
geoplanning-72246	399	21	(	(	PUNCT
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geoplanning-72246	399	23	)	)	PUNCT
geoplanning-72246	399	24	.	.	PUNCT
geoplanning-72246	400	1	a	a	DET
geoplanning-72246	400	2	process	process	NOUN
geoplanning-72246	400	3	-	-	PUNCT
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geoplanning-72246	400	10	-	-	PUNCT
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geoplanning-72246	400	14	project	project	NOUN
geoplanning-72246	400	15	technology	technology	NOUN
geoplanning-72246	400	16	.	.	PUNCT
geoplanning-72246	401	1	transactions	transaction	NOUN
geoplanning-72246	401	2	of	of	ADP
geoplanning-72246	401	3	the	the	DET
geoplanning-72246	401	4	asae	asae	NOUN
geoplanning-72246	401	5	,	,	PUNCT
geoplanning-72246	401	6	32(5	32(5	NOUN
geoplanning-72246	401	7	)	)	PUNCT
geoplanning-72246	401	8	,	,	PUNCT
geoplanning-72246	401	9	1587–1593	1587–1593	NUM
geoplanning-72246	401	10	.	.	PUNCT
geoplanning-72246	402	1	[	[	X
geoplanning-72246	402	2	crossref	crossref	X
geoplanning-72246	402	3	]	]	X
geoplanning-72246	402	4	nga	nga	NOUN
geoplanning-72246	402	5	,	,	PUNCT
geoplanning-72246	402	6	t.	t.	PROPN
geoplanning-72246	402	7	n.	n.	PROPN
geoplanning-72246	402	8	q.	q.	PROPN
geoplanning-72246	402	9	,	,	PUNCT
geoplanning-72246	402	10	bay	bay	PROPN
geoplanning-72246	402	11	,	,	PUNCT
geoplanning-72246	402	12	n.	n.	PROPN
geoplanning-72246	402	13	t.	t.	PROPN
geoplanning-72246	402	14	,	,	PUNCT
geoplanning-72246	402	15	long	long	ADV
geoplanning-72246	402	16	,	,	PUNCT
geoplanning-72246	402	17	t.	t.	PROPN
geoplanning-72246	402	18	t.	t.	PROPN
geoplanning-72246	402	19	,	,	PUNCT
geoplanning-72246	402	20	&	&	CCONJ
geoplanning-72246	402	21	hoai	hoai	PROPN
geoplanning-72246	402	22	,	,	PUNCT
geoplanning-72246	402	23	h.	h.	PROPN
geoplanning-72246	402	24	c.	c.	PROPN
geoplanning-72246	402	25	(	(	PUNCT
geoplanning-72246	402	26	2025	2025	NUM
geoplanning-72246	402	27	)	)	PUNCT
geoplanning-72246	402	28	.	.	PUNCT
geoplanning-72246	403	1	drivers	driver	NOUN
geoplanning-72246	403	2	and	and	CCONJ
geoplanning-72246	403	3	mechanisms	mechanism	NOUN
geoplanning-72246	403	4	of	of	ADP
geoplanning-72246	403	5	erosion	erosion	NOUN
geoplanning-72246	403	6	in	in	ADP
geoplanning-72246	403	7	the	the	DET
geoplanning-72246	403	8	vietnamese	vietnamese	ADJ
geoplanning-72246	403	9	mekong	mekong	PROPN
geoplanning-72246	403	10	delta	delta	PROPN
geoplanning-72246	403	11	.	.	PUNCT
geoplanning-72246	404	1	in	in	ADP
geoplanning-72246	404	2	the	the	DET
geoplanning-72246	404	3	mekong	mekong	PROPN
geoplanning-72246	404	4	delta	delta	PROPN
geoplanning-72246	404	5	environmental	environmental	ADJ
geoplanning-72246	404	6	research	research	NOUN
geoplanning-72246	404	7	guidebook	guidebook	NOUN
geoplanning-72246	404	8	(	(	PUNCT
geoplanning-72246	404	9	pp	pp	ADJ
geoplanning-72246	404	10	.	.	PUNCT
geoplanning-72246	405	1	107–130	107–130	NUM
geoplanning-72246	405	2	)	)	PUNCT
geoplanning-72246	405	3	.	.	PUNCT
geoplanning-72246	406	1	elsevier	elsevier	NOUN
geoplanning-72246	406	2	.	.	PUNCT
geoplanning-72246	407	1	[	[	X
geoplanning-72246	407	2	crossref	crossref	X
geoplanning-72246	407	3	]	]	X
geoplanning-72246	407	4	nguyen	nguyen	NOUN
geoplanning-72246	407	5	,	,	PUNCT
geoplanning-72246	407	6	a.	a.	NOUN
geoplanning-72246	407	7	t.	t.	PROPN
geoplanning-72246	407	8	,	,	PUNCT
geoplanning-72246	407	9	vu	vu	PROPN
geoplanning-72246	407	10	,	,	PUNCT
geoplanning-72246	407	11	a.	a.	PROPN
geoplanning-72246	407	12	d.	d.	PROPN
geoplanning-72246	407	13	,	,	PUNCT
geoplanning-72246	407	14	dang	dang	PROPN
geoplanning-72246	407	15	,	,	PUNCT
geoplanning-72246	407	16	g.	g.	PROPN
geoplanning-72246	407	17	t.	t.	PROPN
geoplanning-72246	407	18	h.	h.	PROPN
geoplanning-72246	407	19	,	,	PUNCT
geoplanning-72246	407	20	hoang	hoang	PROPN
geoplanning-72246	407	21	,	,	PUNCT
geoplanning-72246	407	22	a.	a.	PROPN
geoplanning-72246	407	23	h.	h.	PROPN
geoplanning-72246	407	24	,	,	PUNCT
geoplanning-72246	407	25	&	&	CCONJ
geoplanning-72246	407	26	hens	hen	NOUN
geoplanning-72246	407	27	,	,	PUNCT
geoplanning-72246	407	28	l.	l.	PROPN
geoplanning-72246	407	29	(	(	PUNCT
geoplanning-72246	407	30	2018	2018	NUM
geoplanning-72246	407	31	)	)	PUNCT
geoplanning-72246	407	32	.	.	PUNCT
geoplanning-72246	408	1	how	how	SCONJ
geoplanning-72246	408	2	do	do	AUX
geoplanning-72246	408	3	local	local	ADJ
geoplanning-72246	408	4	communities	community	NOUN
geoplanning-72246	408	5	adapt	adapt	VERB
geoplanning-72246	408	6	to	to	ADP
geoplanning-72246	408	7	climate	climate	NOUN
geoplanning-72246	408	8	changes	change	NOUN
geoplanning-72246	408	9	along	along	ADP
geoplanning-72246	408	10	heavily	heavily	ADV
geoplanning-72246	408	11	damaged	damage	VERB
geoplanning-72246	408	12	coasts	coast	NOUN
geoplanning-72246	408	13	?	?	PUNCT
geoplanning-72246	409	1	a	a	DET
geoplanning-72246	409	2	stakeholder	stakeholder	NOUN
geoplanning-72246	409	3	delphi	delphi	NOUN
geoplanning-72246	409	4	study	study	NOUN
geoplanning-72246	409	5	in	in	ADP
geoplanning-72246	409	6	ky	ky	PROPN
geoplanning-72246	409	7	anh	anh	PROPN
geoplanning-72246	409	8	(	(	PUNCT
geoplanning-72246	409	9	central	central	ADJ
geoplanning-72246	409	10	vietnam	vietnam	PROPN
geoplanning-72246	409	11	)	)	PUNCT
geoplanning-72246	409	12	.	.	PUNCT
geoplanning-72246	410	1	environment	environment	NOUN
geoplanning-72246	410	2	,	,	PUNCT
geoplanning-72246	410	3	development	development	NOUN
geoplanning-72246	410	4	and	and	CCONJ
geoplanning-72246	410	5	sustainability	sustainability	NOUN
geoplanning-72246	410	6	,	,	PUNCT
geoplanning-72246	410	7	20(2	20(2	NUM
geoplanning-72246	410	8	)	)	PUNCT
geoplanning-72246	410	9	,	,	PUNCT
geoplanning-72246	410	10	749–767	749–767	NUM
geoplanning-72246	410	11	.	.	PUNCT
geoplanning-72246	411	1	[	[	X
geoplanning-72246	411	2	crossref	crossref	X
geoplanning-72246	411	3	]	]	X
geoplanning-72246	411	4	nicholls	nicholls	PROPN
geoplanning-72246	411	5	,	,	PUNCT
geoplanning-72246	411	6	r.	r.	PROPN
geoplanning-72246	411	7	j.	j.	PROPN
geoplanning-72246	411	8	,	,	PUNCT
geoplanning-72246	411	9	&	&	CCONJ
geoplanning-72246	411	10	cazenave	cazenave	PROPN
geoplanning-72246	411	11	,	,	PUNCT
geoplanning-72246	411	12	a.	a.	NOUN
geoplanning-72246	411	13	(	(	PUNCT
geoplanning-72246	411	14	2010	2010	NUM
geoplanning-72246	411	15	)	)	PUNCT
geoplanning-72246	411	16	.	.	PUNCT
geoplanning-72246	412	1	sea	sea	NOUN
geoplanning-72246	412	2	-	-	PUNCT
geoplanning-72246	412	3	level	level	NOUN
geoplanning-72246	412	4	rise	rise	NOUN
geoplanning-72246	412	5	and	and	CCONJ
geoplanning-72246	412	6	its	its	PRON
geoplanning-72246	412	7	impact	impact	NOUN
geoplanning-72246	412	8	on	on	ADP
geoplanning-72246	412	9	coastal	coastal	ADJ
geoplanning-72246	412	10	zones	zone	NOUN
geoplanning-72246	412	11	.	.	PUNCT
geoplanning-72246	413	1	science	science	NOUN
geoplanning-72246	413	2	,	,	PUNCT
geoplanning-72246	413	3	328(5985	328(5985	NUM
geoplanning-72246	413	4	)	)	PUNCT
geoplanning-72246	413	5	,	,	PUNCT
geoplanning-72246	413	6	1517–1520	1517–1520	NUM
geoplanning-72246	413	7	.	.	PUNCT
geoplanning-72246	414	1	[	[	X
geoplanning-72246	414	2	crossref	crossref	X
geoplanning-72246	414	3	]	]	X
geoplanning-72246	414	4	nichols	nichols	PROPN
geoplanning-72246	414	5	,	,	PUNCT
geoplanning-72246	414	6	c.	c.	PROPN
geoplanning-72246	414	7	r.	r.	PROPN
geoplanning-72246	414	8	,	,	PUNCT
geoplanning-72246	414	9	zinnert	zinnert	PROPN
geoplanning-72246	414	10	,	,	PUNCT
geoplanning-72246	414	11	j.	j.	PROPN
geoplanning-72246	414	12	,	,	PUNCT
geoplanning-72246	414	13	&	&	CCONJ
geoplanning-72246	414	14	young	young	PROPN
geoplanning-72246	414	15	,	,	PUNCT
geoplanning-72246	414	16	d.	d.	PROPN
geoplanning-72246	414	17	r.	r.	PROPN
geoplanning-72246	414	18	(	(	PUNCT
geoplanning-72246	414	19	2018	2018	NUM
geoplanning-72246	414	20	)	)	PUNCT
geoplanning-72246	414	21	.	.	PUNCT
geoplanning-72246	415	1	degradation	degradation	NOUN
geoplanning-72246	415	2	of	of	ADP
geoplanning-72246	415	3	coastal	coastal	ADJ
geoplanning-72246	415	4	ecosystems	ecosystem	NOUN
geoplanning-72246	415	5	:	:	PUNCT
geoplanning-72246	415	6	causes	cause	NOUN
geoplanning-72246	415	7	,	,	PUNCT
geoplanning-72246	415	8	impacts	impact	NOUN
geoplanning-72246	415	9	and	and	CCONJ
geoplanning-72246	415	10	mitigation	mitigation	NOUN
geoplanning-72246	415	11	efforts	effort	NOUN
geoplanning-72246	415	12	.	.	PUNCT
geoplanning-72246	416	1	in	in	ADP
geoplanning-72246	416	2	tomorrow	tomorrow	NOUN
geoplanning-72246	416	3	’s	’s	PART
geoplanning-72246	416	4	coasts	coast	NOUN
geoplanning-72246	416	5	:	:	PUNCT
geoplanning-72246	416	6	complex	complex	ADJ
geoplanning-72246	416	7	and	and	CCONJ
geoplanning-72246	416	8	impermanent	impermanent	NOUN
geoplanning-72246	416	9	(	(	PUNCT
geoplanning-72246	416	10	pp	pp	ADJ
geoplanning-72246	416	11	.	.	PUNCT
geoplanning-72246	417	1	119–136	119–136	NUM
geoplanning-72246	417	2	)	)	PUNCT
geoplanning-72246	417	3	.	.	PUNCT
geoplanning-72246	418	1	springer	springer	NOUN
geoplanning-72246	418	2	.	.	PUNCT
geoplanning-72246	419	1	[	[	X
geoplanning-72246	419	2	crossref	crossref	X
geoplanning-72246	419	3	]	]	X
geoplanning-72246	419	4	niedbała	niedbała	NOUN
geoplanning-72246	419	5	,	,	PUNCT
geoplanning-72246	419	6	g.	g.	PROPN
geoplanning-72246	419	7	(	(	PUNCT
geoplanning-72246	419	8	2019	2019	NUM
geoplanning-72246	419	9	)	)	PUNCT
geoplanning-72246	419	10	.	.	PUNCT
geoplanning-72246	420	1	simple	simple	ADJ
geoplanning-72246	420	2	model	model	NOUN
geoplanning-72246	420	3	based	base	VERB
geoplanning-72246	420	4	on	on	ADP
geoplanning-72246	420	5	artificial	artificial	ADJ
geoplanning-72246	420	6	neural	neural	ADJ
geoplanning-72246	420	7	network	network	NOUN
geoplanning-72246	420	8	for	for	ADP
geoplanning-72246	420	9	early	early	ADJ
geoplanning-72246	420	10	prediction	prediction	NOUN
geoplanning-72246	420	11	and	and	CCONJ
geoplanning-72246	420	12	simulation	simulation	NOUN
geoplanning-72246	420	13	winter	winter	NOUN
geoplanning-72246	420	14	rapeseed	rapeseed	NOUN
geoplanning-72246	420	15	yield	yield	NOUN
geoplanning-72246	420	16	.	.	PUNCT
geoplanning-72246	421	1	journal	journal	NOUN
geoplanning-72246	421	2	of	of	ADP
geoplanning-72246	421	3	integrative	integrative	ADJ
geoplanning-72246	421	4	agriculture	agriculture	NOUN
geoplanning-72246	421	5	,	,	PUNCT
geoplanning-72246	421	6	18(1	18(1	NUM
geoplanning-72246	421	7	)	)	PUNCT
geoplanning-72246	421	8	,	,	PUNCT
geoplanning-72246	421	9	54–61	54–61	X
geoplanning-72246	421	10	.	.	PUNCT
geoplanning-72246	422	1	[	[	X
geoplanning-72246	422	2	crossref	crossref	X
geoplanning-72246	422	3	]	]	X
geoplanning-72246	422	4	owens	owens	PROPN
geoplanning-72246	422	5	,	,	PUNCT
geoplanning-72246	422	6	p.	p.	PROPN
geoplanning-72246	422	7	n.	n.	PROPN
geoplanning-72246	422	8	(	(	PUNCT
geoplanning-72246	422	9	2020	2020	NUM
geoplanning-72246	422	10	)	)	PUNCT
geoplanning-72246	422	11	.	.	PUNCT
geoplanning-72246	423	1	soil	soil	NOUN
geoplanning-72246	423	2	erosion	erosion	NOUN
geoplanning-72246	423	3	and	and	CCONJ
geoplanning-72246	423	4	sediment	sediment	NOUN
geoplanning-72246	423	5	dynamics	dynamic	NOUN
geoplanning-72246	423	6	in	in	ADP
geoplanning-72246	423	7	the	the	DET
geoplanning-72246	423	8	anthropocene	anthropocene	NOUN
geoplanning-72246	423	9	:	:	PUNCT
geoplanning-72246	423	10	a	a	DET
geoplanning-72246	423	11	review	review	NOUN
geoplanning-72246	423	12	of	of	ADP
geoplanning-72246	423	13	human	human	ADJ
geoplanning-72246	423	14	impacts	impact	NOUN
geoplanning-72246	423	15	during	during	ADP
geoplanning-72246	423	16	a	a	DET
geoplanning-72246	423	17	period	period	NOUN
geoplanning-72246	423	18	of	of	ADP
geoplanning-72246	423	19	rapid	rapid	ADJ
geoplanning-72246	423	20	global	global	ADJ
geoplanning-72246	423	21	environmental	environmental	ADJ
geoplanning-72246	423	22	change	change	NOUN
geoplanning-72246	423	23	.	.	PUNCT
geoplanning-72246	424	1	journal	journal	NOUN
geoplanning-72246	424	2	of	of	ADP
geoplanning-72246	424	3	soils	soil	NOUN
geoplanning-72246	424	4	and	and	CCONJ
geoplanning-72246	424	5	sediments	sediment	NOUN
geoplanning-72246	424	6	,	,	PUNCT
geoplanning-72246	424	7	20(12	20(12	NUM
geoplanning-72246	424	8	)	)	PUNCT
geoplanning-72246	424	9	,	,	PUNCT
geoplanning-72246	424	10	4115–4143	4115–4143	NOUN
geoplanning-72246	424	11	.	.	PUNCT
geoplanning-72246	425	1	[	[	X
geoplanning-72246	425	2	crossref	crossref	X
geoplanning-72246	425	3	]	]	X
geoplanning-72246	425	4	primavera	primavera	PROPN
geoplanning-72246	425	5	,	,	PUNCT
geoplanning-72246	425	6	j.	j.	PROPN
geoplanning-72246	425	7	h.	h.	PROPN
geoplanning-72246	425	8	(	(	PUNCT
geoplanning-72246	425	9	2006	2006	NUM
geoplanning-72246	425	10	)	)	PUNCT
geoplanning-72246	425	11	.	.	PUNCT
geoplanning-72246	426	1	overcoming	overcome	VERB
geoplanning-72246	426	2	the	the	DET
geoplanning-72246	426	3	impacts	impact	NOUN
geoplanning-72246	426	4	of	of	ADP
geoplanning-72246	426	5	aquaculture	aquaculture	NOUN
geoplanning-72246	426	6	on	on	ADP
geoplanning-72246	426	7	the	the	DET
geoplanning-72246	426	8	coastal	coastal	ADJ
geoplanning-72246	426	9	zone	zone	NOUN
geoplanning-72246	426	10	.	.	PUNCT
geoplanning-72246	427	1	ocean	ocean	PROPN
geoplanning-72246	427	2	&	&	CCONJ
geoplanning-72246	427	3	coastal	coastal	ADJ
geoplanning-72246	427	4	management	management	NOUN
geoplanning-72246	427	5	,	,	PUNCT
geoplanning-72246	427	6	49(9	49(9	NUM
geoplanning-72246	427	7	–	–	PUNCT
geoplanning-72246	427	8	10	10	NUM
geoplanning-72246	427	9	)	)	PUNCT
geoplanning-72246	427	10	,	,	PUNCT
geoplanning-72246	427	11	531–545	531–545	NUM
geoplanning-72246	427	12	.	.	PUNCT
geoplanning-72246	428	1	[	[	X
geoplanning-72246	428	2	crossref	crossref	X
geoplanning-72246	428	3	]	]	X
geoplanning-72246	428	4	pugh	pugh	PROPN
geoplanning-72246	428	5	,	,	PUNCT
geoplanning-72246	428	6	d.	d.	PROPN
geoplanning-72246	428	7	(	(	PUNCT
geoplanning-72246	428	8	2004	2004	NUM
geoplanning-72246	428	9	)	)	PUNCT
geoplanning-72246	428	10	.	.	PUNCT
geoplanning-72246	429	1	changing	change	VERB
geoplanning-72246	429	2	sea	sea	NOUN
geoplanning-72246	429	3	levels	level	NOUN
geoplanning-72246	429	4	:	:	PUNCT
geoplanning-72246	429	5	effects	effect	NOUN
geoplanning-72246	429	6	of	of	ADP
geoplanning-72246	429	7	tides	tide	NOUN
geoplanning-72246	429	8	,	,	PUNCT
geoplanning-72246	429	9	weather	weather	NOUN
geoplanning-72246	429	10	and	and	CCONJ
geoplanning-72246	429	11	climate	climate	NOUN
geoplanning-72246	429	12	.	.	PUNCT
geoplanning-72246	430	1	cambridge	cambridge	PROPN
geoplanning-72246	430	2	university	university	PROPN
geoplanning-72246	430	3	press	press	NOUN
geoplanning-72246	430	4	.	.	PUNCT
geoplanning-72246	431	1	rahmstorf	rahmstorf	PROPN
geoplanning-72246	431	2	,	,	PUNCT
geoplanning-72246	431	3	s.	s.	PROPN
geoplanning-72246	431	4	(	(	PUNCT
geoplanning-72246	431	5	2007	2007	NUM
geoplanning-72246	431	6	)	)	PUNCT
geoplanning-72246	431	7	.	.	PUNCT
geoplanning-72246	432	1	a	a	DET
geoplanning-72246	432	2	semi	semi	ADJ
geoplanning-72246	432	3	-	-	ADJ
geoplanning-72246	432	4	empirical	empirical	ADJ
geoplanning-72246	432	5	approach	approach	NOUN
geoplanning-72246	432	6	to	to	ADP
geoplanning-72246	432	7	projecting	project	VERB
geoplanning-72246	432	8	future	future	ADJ
geoplanning-72246	432	9	sea	sea	NOUN
geoplanning-72246	432	10	-	-	PUNCT
geoplanning-72246	432	11	level	level	NOUN
geoplanning-72246	432	12	rise	rise	NOUN
geoplanning-72246	432	13	.	.	PUNCT
geoplanning-72246	433	1	science	science	NOUN
geoplanning-72246	433	2	,	,	PUNCT
geoplanning-72246	433	3	315(5810	315(5810	NUM
geoplanning-72246	433	4	)	)	PUNCT
geoplanning-72246	433	5	,	,	PUNCT
geoplanning-72246	433	6	368–370	368–370	NUM
geoplanning-72246	433	7	.	.	PUNCT
geoplanning-72246	434	1	[	[	X
geoplanning-72246	434	2	crossref	crossref	X
geoplanning-72246	434	3	]	]	X
geoplanning-72246	434	4	sahavacharin	sahavacharin	NOUN
geoplanning-72246	434	5	,	,	PUNCT
geoplanning-72246	434	6	a.	a.	NOUN
geoplanning-72246	434	7	,	,	PUNCT
geoplanning-72246	434	8	sompongchaiyakul	sompongchaiyakul	PROPN
geoplanning-72246	434	9	,	,	PUNCT
geoplanning-72246	434	10	p.	p.	PROPN
geoplanning-72246	434	11	,	,	PUNCT
geoplanning-72246	434	12	&	&	CCONJ
geoplanning-72246	434	13	thaitakoo	thaitakoo	PROPN
geoplanning-72246	434	14	,	,	PUNCT
geoplanning-72246	434	15	d.	d.	PROPN
geoplanning-72246	434	16	(	(	PUNCT
geoplanning-72246	434	17	2022	2022	NUM
geoplanning-72246	434	18	)	)	PUNCT
geoplanning-72246	434	19	.	.	PUNCT
geoplanning-72246	435	1	the	the	DET
geoplanning-72246	435	2	effects	effect	NOUN
geoplanning-72246	435	3	of	of	ADP
geoplanning-72246	435	4	land	land	NOUN
geoplanning-72246	435	5	-	-	PUNCT
geoplanning-72246	435	6	based	base	VERB
geoplanning-72246	435	7	change	change	NOUN
geoplanning-72246	435	8	on	on	ADP
geoplanning-72246	435	9	coastal	coastal	ADJ
geoplanning-72246	435	10	ecosystems	ecosystem	NOUN
geoplanning-72246	435	11	.	.	PUNCT
geoplanning-72246	436	1	landscape	landscape	NOUN
geoplanning-72246	436	2	and	and	CCONJ
geoplanning-72246	436	3	ecological	ecological	ADJ
geoplanning-72246	436	4	engineering	engineering	NOUN
geoplanning-72246	436	5	,	,	PUNCT
geoplanning-72246	436	6	18(3	18(3	NUM
geoplanning-72246	436	7	)	)	PUNCT
geoplanning-72246	436	8	,	,	PUNCT
geoplanning-72246	436	9	351–366	351–366	NUM
geoplanning-72246	436	10	.	.	PUNCT
geoplanning-72246	437	1	salih	salih	PROPN
geoplanning-72246	437	2	,	,	PUNCT
geoplanning-72246	437	3	a.	a.	NOUN
geoplanning-72246	437	4	a.	a.	PROPN
geoplanning-72246	437	5	,	,	PUNCT
geoplanning-72246	437	6	&	&	CCONJ
geoplanning-72246	437	7	abdulazeez	abdulazeez	PROPN
geoplanning-72246	437	8	,	,	PUNCT
geoplanning-72246	437	9	a.	a.	NOUN
geoplanning-72246	437	10	m.	m.	NOUN
geoplanning-72246	437	11	(	(	PUNCT
geoplanning-72246	437	12	2021	2021	NUM
geoplanning-72246	437	13	)	)	PUNCT
geoplanning-72246	437	14	.	.	PUNCT
geoplanning-72246	438	1	evaluation	evaluation	NOUN
geoplanning-72246	438	2	of	of	ADP
geoplanning-72246	438	3	classification	classification	NOUN
geoplanning-72246	438	4	algorithms	algorithm	NOUN
geoplanning-72246	438	5	for	for	ADP
geoplanning-72246	438	6	intrusion	intrusion	NOUN
geoplanning-72246	438	7	detection	detection	NOUN
geoplanning-72246	438	8	system	system	NOUN
geoplanning-72246	438	9	:	:	PUNCT
geoplanning-72246	438	10	a	a	DET
geoplanning-72246	438	11	review	review	NOUN
geoplanning-72246	438	12	.	.	PUNCT
geoplanning-72246	439	1	journal	journal	NOUN
geoplanning-72246	439	2	of	of	ADP
geoplanning-72246	439	3	soft	soft	ADJ
geoplanning-72246	439	4	computing	computing	NOUN
geoplanning-72246	439	5	and	and	CCONJ
geoplanning-72246	439	6	data	datum	NOUN
geoplanning-72246	439	7	mining	mining	NOUN
geoplanning-72246	439	8	,	,	PUNCT
geoplanning-72246	439	9	2(1	2(1	NUM
geoplanning-72246	439	10	)	)	PUNCT
geoplanning-72246	439	11	,	,	PUNCT
geoplanning-72246	439	12	31–40	31–40	NUM
geoplanning-72246	439	13	.	.	PUNCT
geoplanning-72246	440	1	[	[	X
geoplanning-72246	440	2	crossref	crossref	X
geoplanning-72246	440	3	]	]	X
geoplanning-72246	440	4	sallenger	sallenger	NOUN
geoplanning-72246	440	5	jr	jr	PROPN
geoplanning-72246	440	6	,	,	PUNCT
geoplanning-72246	440	7	a.	a.	PROPN
geoplanning-72246	440	8	h.	h.	PROPN
geoplanning-72246	440	9	(	(	PUNCT
geoplanning-72246	440	10	2000	2000	NUM
geoplanning-72246	440	11	)	)	PUNCT
geoplanning-72246	440	12	.	.	PUNCT
geoplanning-72246	441	1	storm	storm	NOUN
geoplanning-72246	441	2	impact	impact	NOUN
geoplanning-72246	441	3	scale	scale	NOUN
geoplanning-72246	441	4	for	for	ADP
geoplanning-72246	441	5	barrier	barrier	NOUN
geoplanning-72246	441	6	islands	island	NOUN
geoplanning-72246	441	7	.	.	PUNCT
geoplanning-72246	442	1	journal	journal	PROPN
geoplanning-72246	442	2	of	of	ADP
geoplanning-72246	442	3	coastal	coastal	ADJ
geoplanning-72246	442	4	research	research	NOUN
geoplanning-72246	442	5	,	,	PUNCT
geoplanning-72246	442	6	16(3	16(3	NOUN
geoplanning-72246	442	7	)	)	PUNCT
geoplanning-72246	442	8	,	,	PUNCT
geoplanning-72246	442	9	890–895	890–895	NUM
geoplanning-72246	442	10	.	.	PUNCT
geoplanning-72246	443	1	[	[	X
geoplanning-72246	443	2	crossref	crossref	X
geoplanning-72246	443	3	]	]	X
geoplanning-72246	443	4	shukla	shukla	NOUN
geoplanning-72246	443	5	,	,	PUNCT
geoplanning-72246	443	6	m.	m.	NOUN
geoplanning-72246	443	7	k.	k.	PROPN
geoplanning-72246	443	8	(	(	PUNCT
geoplanning-72246	443	9	2003	2003	NUM
geoplanning-72246	443	10	)	)	PUNCT
geoplanning-72246	443	11	.	.	PUNCT
geoplanning-72246	444	1	soil	soil	NOUN
geoplanning-72246	444	2	physics	physics	PROPN
geoplanning-72246	444	3	:	:	PUNCT
geoplanning-72246	444	4	an	an	DET
geoplanning-72246	444	5	introduction	introduction	NOUN
geoplanning-72246	444	6	.	.	PUNCT
geoplanning-72246	445	1	crc	crc	PROPN
geoplanning-72246	445	2	press	press	PROPN
geoplanning-72246	445	3	,	,	PUNCT
geoplanning-72246	445	4	taylor	taylor	PROPN
geoplanning-72246	445	5	&	&	CCONJ
geoplanning-72246	445	6	francis	francis	PROPN
geoplanning-72246	445	7	group	group	PROPN
geoplanning-72246	445	8	.	.	PUNCT
geoplanning-72246	446	1	[	[	X
geoplanning-72246	446	2	crossref	crossref	X
geoplanning-72246	446	3	]	]	X
geoplanning-72246	446	4	siami	siami	NOUN
geoplanning-72246	446	5	-	-	PUNCT
geoplanning-72246	446	6	namini	namini	ADJ
geoplanning-72246	446	7	,	,	PUNCT
geoplanning-72246	446	8	s.	s.	PROPN
geoplanning-72246	446	9	,	,	PUNCT
geoplanning-72246	446	10	tavakoli	tavakoli	PROPN
geoplanning-72246	446	11	,	,	PUNCT
geoplanning-72246	446	12	n.	n.	NOUN
geoplanning-72246	446	13	,	,	PUNCT
geoplanning-72246	446	14	&	&	CCONJ
geoplanning-72246	446	15	namin	namin	PROPN
geoplanning-72246	446	16	,	,	PUNCT
geoplanning-72246	446	17	a.	a.	PROPN
geoplanning-72246	446	18	s.	s.	PROPN
geoplanning-72246	446	19	(	(	PUNCT
geoplanning-72246	446	20	2019	2019	NUM
geoplanning-72246	446	21	)	)	PUNCT
geoplanning-72246	446	22	.	.	PUNCT
geoplanning-72246	447	1	the	the	DET
geoplanning-72246	447	2	performance	performance	NOUN
geoplanning-72246	447	3	of	of	ADP
geoplanning-72246	447	4	lstm	lstm	NOUN
geoplanning-72246	447	5	and	and	CCONJ
geoplanning-72246	447	6	bilstm	bilstm	NOUN
geoplanning-72246	447	7	in	in	ADP
geoplanning-72246	447	8	forecasting	forecasting	NOUN
geoplanning-72246	447	9	time	time	NOUN
geoplanning-72246	447	10	series	series	PROPN
geoplanning-72246	447	11	.	.	PUNCT
geoplanning-72246	448	1	2019	2019	NUM
geoplanning-72246	448	2	ieee	ieee	PROPN
geoplanning-72246	448	3	international	international	ADJ
geoplanning-72246	448	4	conference	conference	NOUN
geoplanning-72246	448	5	on	on	ADP
geoplanning-72246	448	6	big	big	ADJ
geoplanning-72246	448	7	data	datum	NOUN
geoplanning-72246	448	8	(	(	PUNCT
geoplanning-72246	448	9	big	big	ADJ
geoplanning-72246	448	10	data	datum	NOUN
geoplanning-72246	448	11	)	)	PUNCT
geoplanning-72246	448	12	,	,	PUNCT
geoplanning-72246	448	13	3285–3292	3285–3292	NUM
geoplanning-72246	448	14	.	.	PUNCT
geoplanning-72246	449	1	[	[	X
geoplanning-72246	449	2	crossref	crossref	X
geoplanning-72246	449	3	]	]	X
geoplanning-72246	449	4	sidle	sidle	NOUN
geoplanning-72246	449	5	,	,	PUNCT
geoplanning-72246	449	6	r.	r.	PROPN
geoplanning-72246	449	7	c.	c.	PROPN
geoplanning-72246	449	8	,	,	PUNCT
geoplanning-72246	449	9	&	&	CCONJ
geoplanning-72246	449	10	bogaard	bogaard	ADJ
geoplanning-72246	449	11	,	,	PUNCT
geoplanning-72246	449	12	t.	t.	NOUN
geoplanning-72246	449	13	a.	a.	NOUN
geoplanning-72246	449	14	(	(	PUNCT
geoplanning-72246	449	15	2016	2016	NUM
geoplanning-72246	449	16	)	)	PUNCT
geoplanning-72246	449	17	.	.	PUNCT
geoplanning-72246	450	1	dynamic	dynamic	ADJ
geoplanning-72246	450	2	earth	earth	NOUN
geoplanning-72246	450	3	system	system	NOUN
geoplanning-72246	450	4	and	and	CCONJ
geoplanning-72246	450	5	ecological	ecological	ADJ
geoplanning-72246	450	6	controls	control	NOUN
geoplanning-72246	450	7	of	of	ADP
geoplanning-72246	450	8	rainfall	rainfall	NOUN
geoplanning-72246	450	9	-	-	PUNCT
geoplanning-72246	450	10	initiated	initiate	VERB
geoplanning-72246	450	11	landslides	landslide	NOUN
geoplanning-72246	450	12	.	.	PUNCT
geoplanning-72246	451	1	earthscience	earthscience	NOUN
geoplanning-72246	451	2	reviews	review	NOUN
geoplanning-72246	451	3	,	,	PUNCT
geoplanning-72246	451	4	159	159	NUM
geoplanning-72246	451	5	,	,	PUNCT
geoplanning-72246	451	6	275–291	275–291	NUM
geoplanning-72246	451	7	.	.	PUNCT
geoplanning-72246	452	1	[	[	X
geoplanning-72246	452	2	crossref	crossref	X
geoplanning-72246	452	3	]	]	X
geoplanning-72246	452	4	šverko	šverko	PROPN
geoplanning-72246	452	5	,	,	PUNCT
geoplanning-72246	452	6	z.	z.	PROPN
geoplanning-72246	452	7	,	,	PUNCT
geoplanning-72246	452	8	vrankić	vrankić	VERB
geoplanning-72246	452	9	,	,	PUNCT
geoplanning-72246	452	10	m.	m.	NOUN
geoplanning-72246	452	11	,	,	PUNCT
geoplanning-72246	452	12	vlahinić	vlahinić	PROPN
geoplanning-72246	452	13	,	,	PUNCT
geoplanning-72246	452	14	s.	s.	PROPN
geoplanning-72246	452	15	,	,	PUNCT
geoplanning-72246	452	16	&	&	CCONJ
geoplanning-72246	452	17	rogelj	rogelj	PROPN
geoplanning-72246	452	18	,	,	PUNCT
geoplanning-72246	452	19	p.	p.	NOUN
geoplanning-72246	452	20	(	(	PUNCT
geoplanning-72246	452	21	2022	2022	NUM
geoplanning-72246	452	22	)	)	PUNCT
geoplanning-72246	452	23	.	.	PUNCT
geoplanning-72246	453	1	complex	complex	ADJ
geoplanning-72246	453	2	pearson	pearson	PROPN
geoplanning-72246	453	3	correlation	correlation	NOUN
geoplanning-72246	453	4	coefficient	coefficient	NOUN
geoplanning-72246	453	5	for	for	ADP
geoplanning-72246	453	6	eeg	eeg	NOUN
geoplanning-72246	453	7	connectivity	connectivity	NOUN
geoplanning-72246	453	8	analysis	analysis	NOUN
geoplanning-72246	453	9	.	.	PUNCT
geoplanning-72246	454	1	sensors	sensor	NOUN
geoplanning-72246	454	2	,	,	PUNCT
geoplanning-72246	454	3	22(4	22(4	NUM
geoplanning-72246	454	4	)	)	PUNCT
geoplanning-72246	454	5	,	,	PUNCT
geoplanning-72246	454	6	1477	1477	NUM
geoplanning-72246	454	7	.	.	PUNCT
geoplanning-72246	455	1	[	[	X
geoplanning-72246	455	2	crossref	crossref	X
geoplanning-72246	455	3	]	]	X
geoplanning-72246	455	4	thepsiriamnuay	thepsiriamnuay	PROPN
geoplanning-72246	455	5	,	,	PUNCT
geoplanning-72246	455	6	h.	h.	PROPN
geoplanning-72246	455	7	,	,	PUNCT
geoplanning-72246	455	8	&	&	CCONJ
geoplanning-72246	455	9	pumijumnong	pumijumnong	PROPN
geoplanning-72246	455	10	,	,	PUNCT
geoplanning-72246	455	11	n.	n.	PROPN
geoplanning-72246	455	12	(	(	PUNCT
geoplanning-72246	455	13	2019	2019	NUM
geoplanning-72246	455	14	)	)	PUNCT
geoplanning-72246	455	15	.	.	PUNCT
geoplanning-72246	456	1	modelling	model	VERB
geoplanning-72246	456	2	assessment	assessment	NOUN
geoplanning-72246	456	3	of	of	ADP
geoplanning-72246	456	4	sandy	sandy	ADJ
geoplanning-72246	456	5	beaches	beach	NOUN
geoplanning-72246	456	6	erosion	erosion	NOUN
geoplanning-72246	456	7	in	in	ADP
geoplanning-72246	456	8	thailand	thailand	PROPN
geoplanning-72246	456	9	.	.	PUNCT
geoplanning-72246	457	1	environment	environment	NOUN
geoplanning-72246	457	2	and	and	CCONJ
geoplanning-72246	457	3	natural	natural	ADJ
geoplanning-72246	457	4	resources	resource	NOUN
geoplanning-72246	457	5	journal	journal	NOUN
geoplanning-72246	457	6	,	,	PUNCT
geoplanning-72246	457	7	17(2	17(2	NUM
geoplanning-72246	457	8	)	)	PUNCT
geoplanning-72246	457	9	,	,	PUNCT
geoplanning-72246	457	10	71–86	71–86	NUM
geoplanning-72246	457	11	.	.	PUNCT
geoplanning-72246	458	1	[	[	X
geoplanning-72246	458	2	crossref	crossref	X
geoplanning-72246	458	3	]	]	X
geoplanning-72246	458	4	touzani	touzani	NOUN
geoplanning-72246	458	5	,	,	PUNCT
geoplanning-72246	458	6	s.	s.	PROPN
geoplanning-72246	458	7	,	,	PUNCT
geoplanning-72246	458	8	granderson	granderson	PROPN
geoplanning-72246	458	9	,	,	PUNCT
geoplanning-72246	458	10	j.	j.	PROPN
geoplanning-72246	458	11	,	,	PUNCT
geoplanning-72246	458	12	&	&	CCONJ
geoplanning-72246	458	13	fernandes	fernandes	PROPN
geoplanning-72246	458	14	,	,	PUNCT
geoplanning-72246	458	15	s.	s.	PROPN
geoplanning-72246	458	16	(	(	PUNCT
geoplanning-72246	458	17	2018	2018	NUM
geoplanning-72246	458	18	)	)	PUNCT
geoplanning-72246	458	19	.	.	PUNCT
geoplanning-72246	459	1	gradient	gradient	ADJ
geoplanning-72246	459	2	boosting	boost	VERB
geoplanning-72246	459	3	machine	machine	NOUN
geoplanning-72246	459	4	for	for	ADP
geoplanning-72246	459	5	modeling	model	VERB
geoplanning-72246	459	6	the	the	DET
geoplanning-72246	459	7	energy	energy	NOUN
geoplanning-72246	459	8	consumption	consumption	NOUN
geoplanning-72246	459	9	of	of	ADP
geoplanning-72246	459	10	commercial	commercial	ADJ
geoplanning-72246	459	11	buildings	building	NOUN
geoplanning-72246	459	12	.	.	PUNCT
geoplanning-72246	460	1	energy	energy	NOUN
geoplanning-72246	460	2	and	and	CCONJ
geoplanning-72246	460	3	buildings	building	NOUN
geoplanning-72246	460	4	,	,	PUNCT
geoplanning-72246	460	5	158	158	NUM
geoplanning-72246	460	6	,	,	PUNCT
geoplanning-72246	460	7	1533–1543	1533–1543	NUM
geoplanning-72246	460	8	.	.	PUNCT
geoplanning-72246	461	1	[	[	X
geoplanning-72246	461	2	crossref	crossref	X
geoplanning-72246	461	3	]	]	X
geoplanning-72246	461	4	toy	toy	NOUN
geoplanning-72246	461	5	,	,	PUNCT
geoplanning-72246	461	6	t.	t.	PROPN
geoplanning-72246	461	7	j.	j.	PROPN
geoplanning-72246	461	8	,	,	PUNCT
geoplanning-72246	461	9	foster	foster	PROPN
geoplanning-72246	461	10	,	,	PUNCT
geoplanning-72246	461	11	g.	g.	PROPN
geoplanning-72246	461	12	r.	r.	PROPN
geoplanning-72246	461	13	,	,	PUNCT
geoplanning-72246	461	14	&	&	CCONJ
geoplanning-72246	461	15	renard	renard	PROPN
geoplanning-72246	461	16	,	,	PUNCT
geoplanning-72246	461	17	k.	k.	PROPN
geoplanning-72246	461	18	g.	g.	PROPN
geoplanning-72246	461	19	(	(	PUNCT
geoplanning-72246	461	20	2002	2002	NUM
geoplanning-72246	461	21	)	)	PUNCT
geoplanning-72246	461	22	.	.	PUNCT
geoplanning-72246	462	1	soil	soil	NOUN
geoplanning-72246	462	2	erosion	erosion	NOUN
geoplanning-72246	462	3	:	:	PUNCT
geoplanning-72246	462	4	processes	process	NOUN
geoplanning-72246	462	5	,	,	PUNCT
geoplanning-72246	462	6	prediction	prediction	NOUN
geoplanning-72246	462	7	,	,	PUNCT
geoplanning-72246	462	8	measurement	measurement	NOUN
geoplanning-72246	462	9	,	,	PUNCT
geoplanning-72246	462	10	and	and	CCONJ
geoplanning-72246	462	11	control	control	NOUN
geoplanning-72246	462	12	.	.	PUNCT
geoplanning-72246	463	1	john	john	PROPN
geoplanning-72246	463	2	wiley	wiley	PROPN
geoplanning-72246	463	3	&	&	CCONJ
geoplanning-72246	463	4	sons	sons	PROPN
geoplanning-72246	463	5	,	,	PUNCT
geoplanning-72246	463	6	inc	inc	PROPN
geoplanning-72246	463	7	.	.	PROPN
geoplanning-72246	463	8	van	van	PROPN
geoplanning-72246	463	9	tho	tho	PROPN
geoplanning-72246	463	10	,	,	PUNCT
geoplanning-72246	463	11	n.	n.	NOUN
geoplanning-72246	463	12	(	(	PUNCT
geoplanning-72246	463	13	2019	2019	NUM
geoplanning-72246	463	14	)	)	PUNCT
geoplanning-72246	463	15	.	.	PUNCT
geoplanning-72246	464	1	coastal	coastal	ADJ
geoplanning-72246	464	2	erosion	erosion	NOUN
geoplanning-72246	464	3	,	,	PUNCT
geoplanning-72246	464	4	river	river	NOUN
geoplanning-72246	464	5	bank	bank	NOUN
geoplanning-72246	464	6	erosion	erosion	NOUN
geoplanning-72246	464	7	and	and	CCONJ
geoplanning-72246	464	8	landslides	landslide	NOUN
geoplanning-72246	464	9	in	in	ADP
geoplanning-72246	464	10	the	the	DET
geoplanning-72246	464	11	mekong	mekong	PROPN
geoplanning-72246	464	12	delta	delta	NOUN
geoplanning-72246	464	13	:	:	PUNCT
geoplanning-72246	464	14	causes	cause	NOUN
geoplanning-72246	464	15	,	,	PUNCT
geoplanning-72246	464	16	effects	effect	NOUN
geoplanning-72246	464	17	and	and	CCONJ
geoplanning-72246	464	18	solutions	solution	NOUN
geoplanning-72246	464	19	.	.	PUNCT
geoplanning-72246	465	1	geotechnics	geotechnic	NOUN
geoplanning-72246	465	2	for	for	ADP
geoplanning-72246	465	3	sustainable	sustainable	ADJ
geoplanning-72246	465	4	infrastructure	infrastructure	NOUN
geoplanning-72246	465	5	development	development	NOUN
geoplanning-72246	465	6	,	,	PUNCT
geoplanning-72246	465	7	957–962	957–962	NUM
geoplanning-72246	465	8	.	.	PUNCT
geoplanning-72246	466	1	[	[	X
geoplanning-72246	466	2	crossref	crossref	X
geoplanning-72246	466	3	]	]	X
geoplanning-72246	466	4	veettil	veettil	PROPN
geoplanning-72246	466	5	,	,	PUNCT
geoplanning-72246	466	6	b.	b.	PROPN
geoplanning-72246	466	7	k.	k.	PROPN
geoplanning-72246	466	8	,	,	PUNCT
geoplanning-72246	466	9	ward	ward	PROPN
geoplanning-72246	466	10	,	,	PUNCT
geoplanning-72246	466	11	r.	r.	PROPN
geoplanning-72246	466	12	d.	d.	PROPN
geoplanning-72246	466	13	,	,	PUNCT
geoplanning-72246	466	14	dung	dung	NOUN
geoplanning-72246	466	15	,	,	PUNCT
geoplanning-72246	466	16	n.	n.	NOUN
geoplanning-72246	466	17	t.	t.	PROPN
geoplanning-72246	466	18	k.	k.	PROPN
geoplanning-72246	466	19	,	,	PUNCT
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geoplanning-72246	466	21	,	,	PUNCT
geoplanning-72246	466	22	d.	d.	PROPN
geoplanning-72246	466	23	d.	d.	PROPN
geoplanning-72246	466	24	,	,	PUNCT
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geoplanning-72246	466	26	,	,	PUNCT
geoplanning-72246	466	27	n.	n.	PROPN
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geoplanning-72246	467	3	)	)	PUNCT
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geoplanning-72246	468	1	the	the	DET
geoplanning-72246	468	2	use	use	NOUN
geoplanning-72246	468	3	of	of	ADP
geoplanning-72246	468	4	bioshields	bioshield	NOUN
geoplanning-72246	468	5	for	for	ADP
geoplanning-72246	468	6	coastal	coastal	ADJ
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geoplanning-72246	468	10	:	:	PUNCT
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geoplanning-72246	469	4	marine	marine	ADJ
geoplanning-72246	469	5	science	science	NOUN
geoplanning-72246	469	6	,	,	PUNCT
geoplanning-72246	469	7	47	47	NUM
geoplanning-72246	469	8	,	,	PUNCT
geoplanning-72246	469	9	101945	101945	NUM
geoplanning-72246	469	10	.	.	PUNCT
geoplanning-72246	470	1	[	[	X
geoplanning-72246	470	2	crossref	crossref	X
geoplanning-72246	470	3	]	]	X
geoplanning-72246	470	4	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	X
geoplanning-72246	470	5	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	NUM
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geoplanning-72246	470	15	https://doi.org/10.1007/978-3-319-75453-6_8	https://doi.org/10.1007/978-3-319-75453-6_8	PUNCT
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geoplanning-72246	470	23	https://doi.org/10.1109/bigdata47090.2019.9005997	https://doi.org/10.1109/bigdata47090.2019.9005997	NOUN
geoplanning-72246	470	24	https://doi.org/10.1016/j.earscirev.2016.05.013	https://doi.org/10.1016/j.earscirev.2016.05.013	PROPN
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geoplanning-72246	470	30	tran	tran	PROPN
geoplanning-72246	470	31	and	and	CCONJ
geoplanning-72246	470	32	nguyen	nguyen	NOUN
geoplanning-72246	470	33	/	/	PUNCT
geoplanning-72246	470	34	geoplanning	geoplanning	NOUN
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geoplanning-72246	470	37	of	of	ADP
geoplanning-72246	470	38	geomatics	geomatics	PROPN
geoplanning-72246	470	39	and	and	CCONJ
geoplanning-72246	470	40	planning	planning	NOUN
geoplanning-72246	470	41	,	,	PUNCT
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geoplanning-72246	470	43	12	12	NUM
geoplanning-72246	470	44	,	,	PUNCT
geoplanning-72246	470	45	no	no	DET
geoplanning-72246	470	46	2	2	NUM
geoplanning-72246	470	47	,	,	PUNCT
geoplanning-72246	470	48	2025	2025	NUM
geoplanning-72246	470	49	,	,	PUNCT
geoplanning-72246	470	50	139	139	NUM
geoplanning-72246	470	51	-	-	SYM
geoplanning-72246	470	52	158	158	NUM
geoplanning-72246	470	53	doi	doi	NOUN
geoplanning-72246	470	54	:	:	PUNCT
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geoplanning-72246	470	58	-	-	PUNCT
geoplanning-72246	470	59	158	158	NUM
geoplanning-72246	470	60	158	158	NUM
geoplanning-72246	470	61	weerakody	weerakody	NOUN
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geoplanning-72246	470	80	2021	2021	NUM
geoplanning-72246	470	81	)	)	PUNCT
geoplanning-72246	470	82	.	.	PUNCT
geoplanning-72246	471	1	a	a	DET
geoplanning-72246	471	2	review	review	NOUN
geoplanning-72246	471	3	of	of	ADP
geoplanning-72246	471	4	irregular	irregular	ADJ
geoplanning-72246	471	5	time	time	NOUN
geoplanning-72246	471	6	series	series	PROPN
geoplanning-72246	471	7	data	datum	NOUN
geoplanning-72246	471	8	handling	handle	VERB
geoplanning-72246	471	9	with	with	ADP
geoplanning-72246	471	10	gated	gate	VERB
geoplanning-72246	471	11	recurrent	recurrent	ADJ
geoplanning-72246	471	12	neural	neural	ADJ
geoplanning-72246	471	13	networks	network	NOUN
geoplanning-72246	471	14	.	.	PUNCT
geoplanning-72246	472	1	neurocomputing	neurocompute	VERB
geoplanning-72246	472	2	,	,	PUNCT
geoplanning-72246	472	3	441	441	NUM
geoplanning-72246	472	4	,	,	PUNCT
geoplanning-72246	472	5	161–178	161–178	NUM
geoplanning-72246	472	6	.	.	PUNCT
geoplanning-72246	473	1	[	[	X
geoplanning-72246	473	2	crossref	crossref	X
geoplanning-72246	473	3	]	]	X
geoplanning-72246	473	4	xiang	xiang	PROPN
geoplanning-72246	473	5	,	,	PUNCT
geoplanning-72246	473	6	z.	z.	PROPN
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geoplanning-72246	473	9	,	,	PUNCT
geoplanning-72246	473	10	j.	j.	PROPN
geoplanning-72246	473	11	,	,	PUNCT
geoplanning-72246	473	12	&	&	CCONJ
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geoplanning-72246	473	14	,	,	PUNCT
geoplanning-72246	473	15	i.	i.	PROPN
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geoplanning-72246	473	17	2020	2020	NUM
geoplanning-72246	473	18	)	)	PUNCT
geoplanning-72246	473	19	.	.	PUNCT
geoplanning-72246	474	1	a	a	DET
geoplanning-72246	474	2	rainfall‐runoff	rainfall‐runoff	NOUN
geoplanning-72246	474	3	model	model	NOUN
geoplanning-72246	474	4	with	with	ADP
geoplanning-72246	474	5	lstm‐based	lstm‐base	VERB
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geoplanning-72246	474	7	learning	learning	NOUN
geoplanning-72246	474	8	.	.	PUNCT
geoplanning-72246	475	1	water	water	NOUN
geoplanning-72246	475	2	resources	resource	NOUN
geoplanning-72246	475	3	research	research	NOUN
geoplanning-72246	475	4	,	,	PUNCT
geoplanning-72246	475	5	56(1	56(1	NUM
geoplanning-72246	475	6	)	)	PUNCT
geoplanning-72246	475	7	,	,	PUNCT
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geoplanning-72246	476	1	[	[	X
geoplanning-72246	476	2	crossref	crossref	X
geoplanning-72246	476	3	]	]	X
geoplanning-72246	476	4	yaacob	yaacob	PROPN
geoplanning-72246	476	5	,	,	PUNCT
geoplanning-72246	476	6	r.	r.	PROPN
geoplanning-72246	476	7	,	,	PUNCT
geoplanning-72246	476	8	shaari	shaari	PROPN
geoplanning-72246	476	9	,	,	PUNCT
geoplanning-72246	476	10	h.	h.	PROPN
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geoplanning-72246	476	20	,	,	PUNCT
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geoplanning-72246	476	22	,	,	PUNCT
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geoplanning-72246	476	37	)	)	PUNCT
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geoplanning-72246	477	5	profile	profile	NOUN
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geoplanning-72246	477	18	.	.	PUNCT
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geoplanning-72246	478	4	sciences	sciences	PROPN
geoplanning-72246	478	5	&	&	CCONJ
geoplanning-72246	478	6	engineering	engineering	PROPN
geoplanning-72246	478	7	)	)	PUNCT
geoplanning-72246	478	8	,	,	PUNCT
geoplanning-72246	478	9	80(5	80(5	NUM
geoplanning-72246	478	10	)	)	PUNCT
geoplanning-72246	478	11	.	.	PUNCT
geoplanning-72246	479	1	[	[	X
geoplanning-72246	479	2	crossref	crossref	X
geoplanning-72246	479	3	]	]	X
geoplanning-72246	479	4	yasuhara	yasuhara	PROPN
geoplanning-72246	479	5	,	,	PUNCT
geoplanning-72246	479	6	k.	k.	PROPN
geoplanning-72246	479	7	,	,	PUNCT
geoplanning-72246	479	8	tamura	tamura	PROPN
geoplanning-72246	479	9	,	,	PUNCT
geoplanning-72246	479	10	m.	m.	NOUN
geoplanning-72246	479	11	,	,	PUNCT
geoplanning-72246	479	12	van	van	PROPN
geoplanning-72246	479	13	,	,	PUNCT
geoplanning-72246	479	14	t.	t.	PROPN
geoplanning-72246	479	15	c.	c.	PROPN
geoplanning-72246	479	16	,	,	PUNCT
geoplanning-72246	479	17	&	&	CCONJ
geoplanning-72246	479	18	duc	duc	PROPN
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geoplanning-72246	479	20	d.	d.	PROPN
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geoplanning-72246	479	24	)	)	PUNCT
geoplanning-72246	479	25	.	.	PUNCT
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geoplanning-72246	480	3	to	to	ADP
geoplanning-72246	480	4	the	the	DET
geoplanning-72246	480	5	vietnamese	vietnamese	ADJ
geoplanning-72246	480	6	coastal	coastal	ADJ
geoplanning-72246	480	7	and	and	CCONJ
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geoplanning-72246	480	9	erosion	erosion	NOUN
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geoplanning-72246	481	7	\	\	PROPN
geoplanning-72246	481	8	&	&	CCONJ
geoplanning-72246	481	9	agssea	agssea	NOUN
geoplanning-72246	481	10	,	,	PUNCT
geoplanning-72246	481	11	47(1	47(1	NUM
geoplanning-72246	481	12	)	)	PUNCT
geoplanning-72246	481	13	,	,	PUNCT
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geoplanning-72246	481	15	.	.	PUNCT
geoplanning-72246	482	1	[	[	X
geoplanning-72246	482	2	crossref	crossref	X
geoplanning-72246	482	3	]	]	X
geoplanning-72246	482	4	zhang	zhang	PROPN
geoplanning-72246	482	5	,	,	PUNCT
geoplanning-72246	482	6	k.	k.	PROPN
geoplanning-72246	482	7	,	,	PUNCT
geoplanning-72246	482	8	douglas	douglas	PROPN
geoplanning-72246	482	9	,	,	PUNCT
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geoplanning-72246	482	11	c.	c.	PROPN
geoplanning-72246	482	12	,	,	PUNCT
geoplanning-72246	482	13	&	&	CCONJ
geoplanning-72246	482	14	leatherman	leatherman	PROPN
geoplanning-72246	482	15	,	,	PUNCT
geoplanning-72246	482	16	s.	s.	PROPN
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geoplanning-72246	482	18	(	(	PUNCT
geoplanning-72246	482	19	2004	2004	NUM
geoplanning-72246	482	20	)	)	PUNCT
geoplanning-72246	482	21	.	.	PUNCT
geoplanning-72246	483	1	global	global	ADJ
geoplanning-72246	483	2	warming	warming	NOUN
geoplanning-72246	483	3	and	and	CCONJ
geoplanning-72246	483	4	coastal	coastal	ADJ
geoplanning-72246	483	5	erosion	erosion	NOUN
geoplanning-72246	483	6	.	.	PUNCT
geoplanning-72246	484	1	climatic	climatic	ADJ
geoplanning-72246	484	2	change	change	NOUN
geoplanning-72246	484	3	,	,	PUNCT
geoplanning-72246	484	4	64(1	64(1	NUM
geoplanning-72246	484	5	)	)	PUNCT
geoplanning-72246	484	6	,	,	PUNCT
geoplanning-72246	484	7	41–58	41–58	NOUN
geoplanning-72246	484	8	.	.	PUNCT
geoplanning-72246	485	1	[	[	X
geoplanning-72246	485	2	crossref	crossref	X
geoplanning-72246	485	3	]	]	X
geoplanning-72246	485	4	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	X
geoplanning-72246	485	5	https://doi.org/10.14710/geoplanning.12.2.139-158	https://doi.org/10.14710/geoplanning.12.2.139-158	PUNCT
geoplanning-72246	485	6	https://doi.org/10.1016/j.neucom.2021.02.046	https://doi.org/10.1016/j.neucom.2021.02.046	VERB
geoplanning-72246	485	7	https://doi.org/10.1029/2019wr025326	https://doi.org/10.1029/2019wr025326	NUM
geoplanning-72246	485	8	https://doi.org/10.11113/jt.v80.11196	https://doi.org/10.11113/jt.v80.11196	ADJ
geoplanning-72246	485	9	https://doi.org/10.14456/seagj.2016.53	https://doi.org/10.14456/seagj.2016.53	PROPN
geoplanning-72246	485	10	https://doi.org/10.1023/b:clim.0000024690.32682.48	https://doi.org/10.1023/b:clim.0000024690.32682.48	PROPN