id	sid	tid	token	lemma	pos
cana-1622	1	1	communications	communication	NOUN
cana-1622	1	2	on	on	ADP
cana-1622	1	3	applied	apply	VERB
cana-1622	1	4	nonlinear	nonlinear	ADJ
cana-1622	1	5	analysis	analysis	NOUN
cana-1622	1	6	issn	issn	NOUN
cana-1622	1	7	:	:	PUNCT
cana-1622	1	8	1074	1074	NUM
cana-1622	1	9	-	-	PUNCT
cana-1622	1	10	133x	133x	NUM
cana-1622	1	11	vol	vol	NOUN
cana-1622	1	12	32	32	NUM
cana-1622	1	13	no	no	NOUN
cana-1622	1	14	.	.	NOUN
cana-1622	1	15	1	1	NUM
cana-1622	1	16	(	(	PUNCT
cana-1622	1	17	2025	2025	NUM
cana-1622	1	18	)	)	PUNCT
cana-1622	1	19	72	72	NUM
cana-1622	1	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	1	21	urban	urban	ADJ
cana-1622	1	22	drainage	drainage	NOUN
cana-1622	1	23	network	network	NOUN
cana-1622	1	24	structure	structure	NOUN
cana-1622	1	25	optimization	optimization	NOUN
cana-1622	1	26	using	use	VERB
cana-1622	1	27	emperor	emperor	NOUN
cana-1622	1	28	penguin	penguin	NOUN
cana-1622	1	29	optimization	optimization	NOUN
cana-1622	1	30	algorithm	algorithm	PROPN
cana-1622	1	31	j.	j.	PROPN
cana-1622	1	32	suganthi1	suganthi1	PROPN
cana-1622	1	33	*	*	PROPN
cana-1622	1	34	,	,	PUNCT
cana-1622	1	35	i.	i.	PROPN
cana-1622	1	36	paulraj	paulraj	PROPN
cana-1622	1	37	jayasimman2	jayasimman2	PROPN
cana-1622	1	38	1*research	1*research	NUM
cana-1622	1	39	scholar	scholar	NOUN
cana-1622	1	40	,	,	PUNCT
cana-1622	1	41	academy	academy	NOUN
cana-1622	1	42	of	of	ADP
cana-1622	1	43	maritime	maritime	ADJ
cana-1622	1	44	education	education	NOUN
cana-1622	1	45	and	and	CCONJ
cana-1622	1	46	training	training	NOUN
cana-1622	1	47	(	(	PUNCT
cana-1622	1	48	amet	amet	PROPN
cana-1622	1	49	)	)	PUNCT
cana-1622	1	50	,	,	PUNCT
cana-1622	1	51	deemed	deem	VERB
cana-1622	1	52	to	to	PART
cana-1622	1	53	be	be	AUX
cana-1622	1	54	university	university	NOUN
cana-1622	1	55	,	,	PUNCT
cana-1622	1	56	india	india	PROPN
cana-1622	1	57	.	.	PUNCT
cana-1622	1	58	email	email	NOUN
cana-1622	1	59	:	:	PUNCT
cana-1622	1	60	sugisuresh27@yahoo.in	sugisuresh27@yahoo.in	PROPN
cana-1622	1	61	2associate	2associate	NUM
cana-1622	1	62	professor	professor	NOUN
cana-1622	1	63	,	,	PUNCT
cana-1622	1	64	department	department	NOUN
cana-1622	1	65	of	of	ADP
cana-1622	1	66	mathematics	mathematics	PROPN
cana-1622	1	67	,	,	PUNCT
cana-1622	1	68	academy	academy	NOUN
cana-1622	1	69	of	of	ADP
cana-1622	1	70	maritime	maritime	ADJ
cana-1622	1	71	education	education	NOUN
cana-1622	1	72	and	and	CCONJ
cana-1622	1	73	training	training	NOUN
cana-1622	1	74	(	(	PUNCT
cana-1622	1	75	amet	amet	PROPN
cana-1622	1	76	)	)	PUNCT
cana-1622	1	77	,	,	PUNCT
cana-1622	1	78	deemed	deem	VERB
cana-1622	1	79	to	to	PART
cana-1622	1	80	be	be	AUX
cana-1622	1	81	university	university	NOUN
cana-1622	1	82	,	,	PUNCT
cana-1622	1	83	india	india	PROPN
cana-1622	1	84	.	.	PUNCT
cana-1622	1	85	2ipjayasimman@ametuniv.ac.in	2ipjayasimman@ametuniv.ac.in	NUM
cana-1622	2	1	1*corresponding	1*corresponde	VERB
cana-1622	2	2	author	author	NOUN
cana-1622	2	3	article	article	NOUN
cana-1622	2	4	history	history	NOUN
cana-1622	2	5	:	:	PUNCT
cana-1622	2	6	received	receive	VERB
cana-1622	2	7	:	:	PUNCT
cana-1622	2	8	08	08	NUM
cana-1622	2	9	-	-	SYM
cana-1622	2	10	07	07	NUM
cana-1622	2	11	-	-	PUNCT
cana-1622	2	12	2024	2024	NUM
cana-1622	2	13	revised	revise	VERB
cana-1622	2	14	:	:	PUNCT
cana-1622	2	15	21	21	NUM
cana-1622	2	16	-	-	SYM
cana-1622	2	17	08	08	NUM
cana-1622	2	18	-	-	PUNCT
cana-1622	2	19	2024	2024	NUM
cana-1622	2	20	accepted	accept	VERB
cana-1622	2	21	:	:	PUNCT
cana-1622	2	22	04	04	NUM
cana-1622	2	23	-	-	PUNCT
cana-1622	2	24	09	09	NUM
cana-1622	2	25	-	-	PUNCT
cana-1622	2	26	2024	2024	NUM
cana-1622	2	27	abstract	abstract	NOUN
cana-1622	2	28	:	:	PUNCT
cana-1622	2	29	urban	urban	ADJ
cana-1622	2	30	drainage	drainage	NOUN
cana-1622	2	31	systems	system	NOUN
cana-1622	2	32	are	be	AUX
cana-1622	2	33	an	an	DET
cana-1622	2	34	essential	essential	ADJ
cana-1622	2	35	component	component	NOUN
cana-1622	2	36	of	of	ADP
cana-1622	2	37	urban	urban	ADJ
cana-1622	2	38	infrastructure	infrastructure	NOUN
cana-1622	2	39	that	that	PRON
cana-1622	2	40	plays	play	VERB
cana-1622	2	41	a	a	DET
cana-1622	2	42	critical	critical	ADJ
cana-1622	2	43	role	role	NOUN
cana-1622	2	44	in	in	ADP
cana-1622	2	45	managing	manage	VERB
cana-1622	2	46	stormwater	stormwater	NOUN
cana-1622	2	47	and	and	CCONJ
cana-1622	2	48	preventing	prevent	VERB
cana-1622	2	49	flooding	flooding	NOUN
cana-1622	2	50	in	in	ADP
cana-1622	2	51	urban	urban	ADJ
cana-1622	2	52	areas	area	NOUN
cana-1622	2	53	.	.	PUNCT
cana-1622	3	1	with	with	ADP
cana-1622	3	2	the	the	DET
cana-1622	3	3	changing	change	VERB
cana-1622	3	4	climate	climate	NOUN
cana-1622	3	5	and	and	CCONJ
cana-1622	3	6	urbanization	urbanization	NOUN
cana-1622	3	7	,	,	PUNCT
cana-1622	3	8	the	the	DET
cana-1622	3	9	challenges	challenge	NOUN
cana-1622	3	10	faced	face	VERB
cana-1622	3	11	by	by	ADP
cana-1622	3	12	urban	urban	ADJ
cana-1622	3	13	drainage	drainage	NOUN
cana-1622	3	14	systems	system	NOUN
cana-1622	3	15	are	be	AUX
cana-1622	3	16	becoming	become	VERB
cana-1622	3	17	increasingly	increasingly	ADV
cana-1622	3	18	complex	complex	ADJ
cana-1622	3	19	.	.	PUNCT
cana-1622	4	1	additionally	additionally	ADV
cana-1622	4	2	,	,	PUNCT
cana-1622	4	3	aging	age	VERB
cana-1622	4	4	infrastructure	infrastructure	NOUN
cana-1622	4	5	further	far	ADV
cana-1622	4	6	exacerbates	exacerbate	VERB
cana-1622	4	7	the	the	DET
cana-1622	4	8	problem	problem	NOUN
cana-1622	4	9	,	,	PUNCT
cana-1622	4	10	creating	create	VERB
cana-1622	4	11	anurban	anurban	ADJ
cana-1622	4	12	sewage	sewage	NOUN
cana-1622	4	13	line	line	NOUN
cana-1622	4	14	that	that	PRON
cana-1622	4	15	must	must	AUX
cana-1622	4	16	be	be	AUX
cana-1622	4	17	made	make	VERB
cana-1622	4	18	more	more	ADV
cana-1622	4	19	resilient	resilient	ADJ
cana-1622	4	20	.	.	PUNCT
cana-1622	5	1	redundancy	redundancy	NOUN
cana-1622	5	2	is	be	AUX
cana-1622	5	3	just	just	ADV
cana-1622	5	4	a	a	DET
cana-1622	5	5	fundamental	fundamental	ADJ
cana-1622	5	6	characteristic	characteristic	NOUN
cana-1622	5	7	of	of	ADP
cana-1622	5	8	such	such	DET
cana-1622	5	9	a	a	DET
cana-1622	5	10	robust	robust	ADJ
cana-1622	5	11	urban	urban	ADJ
cana-1622	5	12	drainage	drainage	NOUN
cana-1622	5	13	network	network	NOUN
cana-1622	5	14	.	.	PUNCT
cana-1622	6	1	redundancy	redundancy	NOUN
cana-1622	6	2	in	in	ADP
cana-1622	6	3	urban	urban	ADJ
cana-1622	6	4	drainage	drainage	NOUN
cana-1622	6	5	systems	system	NOUN
cana-1622	6	6	can	can	AUX
cana-1622	6	7	help	help	VERB
cana-1622	6	8	to	to	PART
cana-1622	6	9	ensure	ensure	VERB
cana-1622	6	10	that	that	SCONJ
cana-1622	6	11	the	the	DET
cana-1622	6	12	system	system	NOUN
cana-1622	6	13	continues	continue	VERB
cana-1622	6	14	to	to	PART
cana-1622	6	15	function	function	VERB
cana-1622	6	16	during	during	ADP
cana-1622	6	17	extreme	extreme	ADJ
cana-1622	6	18	weather	weather	NOUN
cana-1622	6	19	events	event	NOUN
cana-1622	6	20	or	or	CCONJ
cana-1622	6	21	emergencies	emergency	NOUN
cana-1622	6	22	,	,	PUNCT
cana-1622	6	23	reducing	reduce	VERB
cana-1622	6	24	the	the	DET
cana-1622	6	25	likelihood	likelihood	NOUN
cana-1622	6	26	of	of	ADP
cana-1622	6	27	flooding	flooding	NOUN
cana-1622	6	28	and	and	CCONJ
cana-1622	6	29	damage	damage	NOUN
cana-1622	6	30	.	.	PUNCT
cana-1622	7	1	however	however	ADV
cana-1622	7	2	,	,	PUNCT
cana-1622	7	3	the	the	DET
cana-1622	7	4	exact	exact	ADJ
cana-1622	7	5	locations	location	NOUN
cana-1622	7	6	where	where	SCONJ
cana-1622	7	7	redundancy	redundancy	NOUN
cana-1622	7	8	should	should	AUX
cana-1622	7	9	be	be	AUX
cana-1622	7	10	increased	increase	VERB
cana-1622	7	11	and	and	CCONJ
cana-1622	7	12	its	its	PRON
cana-1622	7	13	contribution	contribution	NOUN
cana-1622	7	14	to	to	ADP
cana-1622	7	15	resilience	resilience	NOUN
cana-1622	7	16	are	be	AUX
cana-1622	7	17	not	not	PART
cana-1622	7	18	well	well	ADV
cana-1622	7	19	understood	understand	VERB
cana-1622	7	20	.	.	PUNCT
cana-1622	8	1	in	in	ADP
cana-1622	8	2	recent	recent	ADJ
cana-1622	8	3	years	year	NOUN
cana-1622	8	4	,	,	PUNCT
cana-1622	8	5	several	several	ADJ
cana-1622	8	6	studies	study	NOUN
cana-1622	8	7	have	have	AUX
cana-1622	8	8	focused	focus	VERB
cana-1622	8	9	on	on	ADP
cana-1622	8	10	developing	develop	VERB
cana-1622	8	11	frameworks	framework	NOUN
cana-1622	8	12	for	for	ADP
cana-1622	8	13	optimising	optimise	VERB
cana-1622	8	14	urban	urban	ADJ
cana-1622	8	15	drainage	drainage	NOUN
cana-1622	8	16	structures	structure	NOUN
cana-1622	8	17	which	which	DET
cana-1622	8	18	account	account	VERB
cana-1622	8	19	pipeline	pipeline	NOUN
cana-1622	8	20	redundancy.one	redundancy.one	X
cana-1622	8	21	similar	similar	ADJ
cana-1622	8	22	research	research	NOUN
cana-1622	8	23	presented	present	VERB
cana-1622	8	24	a	a	DET
cana-1622	8	25	paradigm	paradigm	NOUN
cana-1622	8	26	for	for	ADP
cana-1622	8	27	constructing	construct	VERB
cana-1622	8	28	the	the	DET
cana-1622	8	29	ideal	ideal	ADJ
cana-1622	8	30	network	network	NOUN
cana-1622	8	31	layout	layout	NOUN
cana-1622	8	32	for	for	ADP
cana-1622	8	33	urban	urban	ADJ
cana-1622	8	34	drainage	drainage	NOUN
cana-1622	8	35	infrastructure	infrastructure	NOUN
cana-1622	8	36	,	,	PUNCT
cana-1622	8	37	which	which	PRON
cana-1622	8	38	considers	consider	VERB
cana-1622	8	39	pipeline	pipeline	NOUN
cana-1622	8	40	redundancy	redundancy	NOUN
cana-1622	8	41	under	under	ADP
cana-1622	8	42	consideration	consideration	NOUN
cana-1622	8	43	.	.	PUNCT
cana-1622	9	1	the	the	DET
cana-1622	9	2	original	original	ADJ
cana-1622	9	3	architecture	architecture	NOUN
cana-1622	9	4	and	and	CCONJ
cana-1622	9	5	structure	structure	NOUN
cana-1622	9	6	of	of	ADP
cana-1622	9	7	the	the	DET
cana-1622	9	8	urban	urban	ADJ
cana-1622	9	9	drainage	drainage	NOUN
cana-1622	9	10	network	network	NOUN
cana-1622	9	11	was	be	AUX
cana-1622	9	12	developed	develop	VERB
cana-1622	9	13	using	use	VERB
cana-1622	9	14	emperor	emperor	NOUN
cana-1622	9	15	penguin	penguin	NOUN
cana-1622	9	16	optimizer	optimizer	NOUN
cana-1622	9	17	algorithms	algorithm	NOUN
cana-1622	9	18	and	and	CCONJ
cana-1622	9	19	graph	graph	NOUN
cana-1622	9	20	theory	theory	NOUN
cana-1622	9	21	in	in	ADP
cana-1622	9	22	the	the	DET
cana-1622	9	23	research	research	NOUN
cana-1622	9	24	.	.	PUNCT
cana-1622	10	1	complicated	complicated	ADJ
cana-1622	10	2	system	system	NOUN
cana-1622	10	3	modelling	modelling	NOUN
cana-1622	10	4	was	be	AUX
cana-1622	10	5	done	do	VERB
cana-1622	10	6	to	to	PART
cana-1622	10	7	find	find	VERB
cana-1622	10	8	extra	extra	ADJ
cana-1622	10	9	water	water	NOUN
cana-1622	10	10	pathways	pathway	NOUN
cana-1622	10	11	or	or	CCONJ
cana-1622	10	12	redundancy	redundancy	NOUN
cana-1622	10	13	which	which	PRON
cana-1622	10	14	might	might	AUX
cana-1622	10	15	well	well	ADV
cana-1622	10	16	be	be	AUX
cana-1622	10	17	implemented	implement	VERB
cana-1622	10	18	to	to	PART
cana-1622	10	19	boost	boost	VERB
cana-1622	10	20	resistance	resistance	NOUN
cana-1622	10	21	.	.	PUNCT
cana-1622	11	1	the	the	DET
cana-1622	11	2	suggested	suggest	VERB
cana-1622	11	3	approach	approach	NOUN
cana-1622	11	4	has	have	AUX
cana-1622	11	5	been	be	AUX
cana-1622	11	6	utilised	utilise	VERB
cana-1622	11	7	to	to	ADP
cana-1622	11	8	the	the	DET
cana-1622	11	9	test	test	NOUN
cana-1622	11	10	region	region	NOUN
cana-1622	11	11	in	in	ADP
cana-1622	11	12	dongying	dongye	VERB
cana-1622	11	13	city	city	NOUN
cana-1622	11	14	,	,	PUNCT
cana-1622	11	15	shandong	shandong	PROPN
cana-1622	11	16	province	province	PROPN
cana-1622	11	17	,	,	PUNCT
cana-1622	11	18	china	china	PROPN
cana-1622	11	19	,	,	PUNCT
cana-1622	11	20	and	and	CCONJ
cana-1622	11	21	its	its	PRON
cana-1622	11	22	findings	finding	NOUN
cana-1622	11	23	revealed	reveal	VERB
cana-1622	11	24	even	even	ADV
cana-1622	11	25	under	under	ADP
cana-1622	11	26	rainfall	rainfall	NOUN
cana-1622	11	27	above	above	ADP
cana-1622	11	28	the	the	DET
cana-1622	11	29	design	design	NOUN
cana-1622	11	30	specification	specification	NOUN
cana-1622	11	31	,	,	PUNCT
cana-1622	11	32	the	the	DET
cana-1622	11	33	entire	entire	ADJ
cana-1622	11	34	overflow	overflow	NOUN
cana-1622	11	35	capacity	capacity	NOUN
cana-1622	11	36	of	of	ADP
cana-1622	11	37	such	such	ADJ
cana-1622	11	38	urban	urban	ADJ
cana-1622	11	39	drainage	drainage	NOUN
cana-1622	11	40	network	network	NOUN
cana-1622	11	41	including	include	VERB
cana-1622	11	42	pipeline	pipeline	NOUN
cana-1622	11	43	redundancy	redundancy	NOUN
cana-1622	11	44	significantly	significantly	ADV
cana-1622	11	45	decreased	decrease	VERB
cana-1622	11	46	about	about	ADV
cana-1622	11	47	20	20	NUM
cana-1622	11	48	-	-	SYM
cana-1622	11	49	30	30	NUM
cana-1622	11	50	%	%	NOUN
cana-1622	11	51	,	,	PUNCT
cana-1622	11	52	compared	compare	VERB
cana-1622	11	53	to	to	ADP
cana-1622	11	54	the	the	DET
cana-1622	11	55	network	network	NOUN
cana-1622	11	56	without	without	ADP
cana-1622	11	57	pipeline	pipeline	NOUN
cana-1622	11	58	redundancies	redundancy	NOUN
cana-1622	11	59	.	.	PUNCT
cana-1622	12	1	the	the	DET
cana-1622	12	2	interest	interest	NOUN
cana-1622	12	3	in	in	ADP
cana-1622	12	4	creating	create	VERB
cana-1622	12	5	optimization	optimization	NOUN
cana-1622	12	6	algorithms	algorithm	NOUN
cana-1622	12	7	had	have	AUX
cana-1622	12	8	also	also	ADV
cana-1622	12	9	increased	increase	VERB
cana-1622	12	10	recently	recently	ADV
cana-1622	12	11	that	that	PRON
cana-1622	12	12	can	can	AUX
cana-1622	12	13	be	be	AUX
cana-1622	12	14	used	use	VERB
cana-1622	12	15	to	to	PART
cana-1622	12	16	design	design	VERB
cana-1622	12	17	and	and	CCONJ
cana-1622	12	18	manage	manage	VERB
cana-1622	12	19	urban	urban	ADJ
cana-1622	12	20	infrastructure	infrastructure	NOUN
cana-1622	12	21	systems	system	NOUN
cana-1622	12	22	.	.	PUNCT
cana-1622	13	1	one	one	NUM
cana-1622	13	2	such	such	ADJ
cana-1622	13	3	algorithm	algorithm	NOUN
cana-1622	13	4	is	be	AUX
cana-1622	13	5	the	the	DET
cana-1622	13	6	emperor	emperor	NOUN
cana-1622	13	7	penguin	penguin	NOUN
cana-1622	13	8	optimization	optimization	NOUN
cana-1622	13	9	(	(	PUNCT
cana-1622	13	10	epo	epo	NOUN
cana-1622	13	11	)	)	PUNCT
cana-1622	13	12	algorithm	algorithm	NOUN
cana-1622	13	13	.	.	PUNCT
cana-1622	14	1	epo	epo	PROPN
cana-1622	14	2	was	be	AUX
cana-1622	14	3	a	a	DET
cana-1622	14	4	recently	recently	ADV
cana-1622	14	5	developed	develop	VERB
cana-1622	14	6	swarm	swarm	NOUN
cana-1622	14	7	-	-	PUNCT
cana-1622	14	8	based	base	VERB
cana-1622	14	9	optimization	optimization	NOUN
cana-1622	14	10	an	an	DET
cana-1622	14	11	algorithm	algorithm	NOUN
cana-1622	14	12	which	which	PRON
cana-1622	14	13	simulates	simulate	VERB
cana-1622	14	14	emperor	emperor	NOUN
cana-1622	14	15	penguins	penguin	VERB
cana-1622	14	16	behaviour	behaviour	NOUN
cana-1622	14	17	in	in	ADP
cana-1622	14	18	their	their	PRON
cana-1622	14	19	search	search	NOUN
cana-1622	14	20	for	for	ADP
cana-1622	14	21	food	food	NOUN
cana-1622	14	22	in	in	ADP
cana-1622	14	23	antarctica	antarctica	PROPN
cana-1622	14	24	.	.	PUNCT
cana-1622	15	1	the	the	DET
cana-1622	15	2	algorithm	algorithm	NOUN
cana-1622	15	3	has	have	AUX
cana-1622	15	4	shown	show	VERB
cana-1622	15	5	promising	promising	ADJ
cana-1622	15	6	results	result	NOUN
cana-1622	15	7	in	in	ADP
cana-1622	15	8	solving	solve	VERB
cana-1622	15	9	complex	complex	ADJ
cana-1622	15	10	optimization	optimization	NOUN
cana-1622	15	11	problems	problem	NOUN
cana-1622	15	12	in	in	ADP
cana-1622	15	13	different	different	ADJ
cana-1622	15	14	fields	field	NOUN
cana-1622	15	15	,	,	PUNCT
cana-1622	15	16	including	include	VERB
cana-1622	15	17	engineering	engineering	NOUN
cana-1622	15	18	,	,	PUNCT
cana-1622	15	19	computer	computer	NOUN
cana-1622	15	20	science	science	NOUN
cana-1622	15	21	,	,	PUNCT
cana-1622	15	22	and	and	CCONJ
cana-1622	15	23	management	management	NOUN
cana-1622	15	24	.	.	PUNCT
cana-1622	16	1	the	the	DET
cana-1622	16	2	epo	epo	PROPN
cana-1622	16	3	algorithm	algorithm	PROPN
cana-1622	16	4	's	's	PART
cana-1622	16	5	key	key	ADJ
cana-1622	16	6	features	feature	NOUN
cana-1622	16	7	include	include	VERB
cana-1622	16	8	an	an	DET
cana-1622	16	9	emperor	emperor	NOUN
cana-1622	16	10	search	search	NOUN
cana-1622	16	11	strategy	strategy	NOUN
cana-1622	16	12	,	,	PUNCT
cana-1622	16	13	local	local	ADJ
cana-1622	16	14	search	search	NOUN
cana-1622	16	15	,	,	PUNCT
cana-1622	16	16	and	and	CCONJ
cana-1622	16	17	randomization	randomization	NOUN
cana-1622	16	18	,	,	PUNCT
cana-1622	16	19	enabling	enable	VERB
cana-1622	16	20	that	that	PRON
cana-1622	16	21	to	to	PART
cana-1622	16	22	efficiently	efficiently	ADV
cana-1622	16	23	and	and	CCONJ
cana-1622	16	24	successfully	successfully	ADV
cana-1622	16	25	examine	examine	VERB
cana-1622	16	26	the	the	DET
cana-1622	16	27	search	search	NOUN
cana-1622	16	28	process	process	NOUN
cana-1622	16	29	.	.	PUNCT
cana-1622	17	1	the	the	DET
cana-1622	17	2	algorithm	algorithm	NOUN
cana-1622	17	3	's	's	PART
cana-1622	17	4	emperor	emperor	NOUN
cana-1622	17	5	penguin	penguin	NOUN
cana-1622	17	6	search	search	NOUN
cana-1622	17	7	strategy	strategy	NOUN
cana-1622	17	8	enables	enable	VERB
cana-1622	17	9	it	it	PRON
cana-1622	17	10	to	to	PART
cana-1622	17	11	dynamically	dynamically	ADV
cana-1622	17	12	adjust	adjust	VERB
cana-1622	17	13	the	the	DET
cana-1622	17	14	search	search	NOUN
cana-1622	17	15	parameters	parameter	NOUN
cana-1622	17	16	based	base	VERB
cana-1622	17	17	on	on	ADP
cana-1622	17	18	the	the	DET
cana-1622	17	19	problem	problem	NOUN
cana-1622	17	20	's	's	PART
cana-1622	17	21	characteristics	characteristic	NOUN
cana-1622	17	22	and	and	CCONJ
cana-1622	17	23	progress	progress	NOUN
cana-1622	17	24	.	.	PUNCT
cana-1622	18	1	the	the	DET
cana-1622	18	2	local	local	ADJ
cana-1622	18	3	search	search	NOUN
cana-1622	18	4	feature	feature	NOUN
cana-1622	18	5	allows	allow	VERB
cana-1622	18	6	it	it	PRON
cana-1622	18	7	to	to	PART
cana-1622	18	8	escape	escape	VERB
cana-1622	18	9	local	local	ADJ
cana-1622	18	10	optima	optima	NOUN
cana-1622	18	11	and	and	CCONJ
cana-1622	18	12	explore	explore	VERB
cana-1622	18	13	the	the	DET
cana-1622	18	14	search	search	NOUN
cana-1622	18	15	space	space	NOUN
cana-1622	18	16	further	far	ADV
cana-1622	18	17	.	.	PUNCT
cana-1622	19	1	finally	finally	ADV
cana-1622	19	2	,	,	PUNCT
cana-1622	19	3	the	the	DET
cana-1622	19	4	randomization	randomization	NOUN
cana-1622	19	5	feature	feature	NOUN
cana-1622	19	6	adds	add	VERB
cana-1622	19	7	stochasticity	stochasticity	NOUN
cana-1622	19	8	to	to	ADP
cana-1622	19	9	the	the	DET
cana-1622	19	10	search	search	NOUN
cana-1622	19	11	process	process	NOUN
cana-1622	19	12	,	,	PUNCT
cana-1622	19	13	helping	help	VERB
cana-1622	19	14	to	to	PART
cana-1622	19	15	ensure	ensure	VERB
cana-1622	19	16	that	that	SCONJ
cana-1622	19	17	the	the	DET
cana-1622	19	18	algorithm	algorithm	NOUN
cana-1622	19	19	can	can	AUX
cana-1622	19	20	avoid	avoid	VERB
cana-1622	19	21	getting	getting	AUX
cana-1622	19	22	stuck	stick	VERB
cana-1622	19	23	in	in	ADP
cana-1622	19	24	a	a	DET
cana-1622	19	25	sub	sub	ADJ
cana-1622	19	26	-	-	ADJ
cana-1622	19	27	optimal	optimal	ADJ
cana-1622	19	28	solution	solution	NOUN
cana-1622	19	29	.	.	PUNCT
cana-1622	20	1	in	in	ADP
cana-1622	20	2	this	this	DET
cana-1622	20	3	article	article	NOUN
cana-1622	20	4	,	,	PUNCT
cana-1622	20	5	we	we	PRON
cana-1622	20	6	aim	aim	VERB
cana-1622	20	7	to	to	PART
cana-1622	20	8	explore	explore	VERB
cana-1622	20	9	the	the	DET
cana-1622	20	10	potential	potential	NOUN
cana-1622	20	11	of	of	ADP
cana-1622	20	12	epo	epo	PROPN
cana-1622	20	13	as	as	ADP
cana-1622	20	14	a	a	DET
cana-1622	20	15	tool	tool	NOUN
cana-1622	20	16	for	for	ADP
cana-1622	20	17	optimizing	optimize	VERB
cana-1622	20	18	urban	urban	ADJ
cana-1622	20	19	drainage	drainage	NOUN
cana-1622	20	20	solutions	solution	NOUN
cana-1622	20	21	which	which	PRON
cana-1622	20	22	take	take	VERB
cana-1622	20	23	mailto:sugisuresh27@yahoo.in	mailto:sugisuresh27@yahoo.in	ADV
cana-1622	20	24	mailto:2ipjayasimman@ametuniv.ac.in	mailto:2ipjayasimman@ametuniv.ac.in	AUX
cana-1622	20	25	communications	communication	NOUN
cana-1622	20	26	on	on	ADP
cana-1622	20	27	applied	apply	VERB
cana-1622	20	28	nonlinear	nonlinear	ADJ
cana-1622	20	29	analysis	analysis	NOUN
cana-1622	20	30	issn	issn	NOUN
cana-1622	20	31	:	:	PUNCT
cana-1622	20	32	1074	1074	NUM
cana-1622	20	33	-	-	PUNCT
cana-1622	20	34	133x	133x	NUM
cana-1622	20	35	vol	vol	NOUN
cana-1622	20	36	32	32	NUM
cana-1622	20	37	no	no	NOUN
cana-1622	20	38	.	.	NOUN
cana-1622	20	39	1	1	NUM
cana-1622	20	40	(	(	PUNCT
cana-1622	20	41	2025	2025	NUM
cana-1622	20	42	)	)	PUNCT
cana-1622	20	43	73	73	NUM
cana-1622	20	44	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	20	45	into	into	ADP
cana-1622	20	46	account	account	NOUN
cana-1622	20	47	pipeline	pipeline	NOUN
cana-1622	20	48	redundancy	redundancy	NOUN
cana-1622	20	49	.	.	PUNCT
cana-1622	21	1	we	we	PRON
cana-1622	21	2	will	will	AUX
cana-1622	21	3	start	start	VERB
cana-1622	21	4	by	by	ADP
cana-1622	21	5	reviewing	review	VERB
cana-1622	21	6	the	the	DET
cana-1622	21	7	existing	exist	VERB
cana-1622	21	8	literature	literature	NOUN
cana-1622	21	9	upon	upon	SCONJ
cana-1622	21	10	that	that	DET
cana-1622	21	11	optimization	optimization	NOUN
cana-1622	21	12	in	in	ADP
cana-1622	21	13	urban	urban	ADJ
cana-1622	21	14	drainage	drainage	NOUN
cana-1622	21	15	facilities	facility	NOUN
cana-1622	21	16	,	,	PUNCT
cana-1622	21	17	particularly	particularly	ADV
cana-1622	21	18	the	the	DET
cana-1622	21	19	application	application	NOUN
cana-1622	21	20	of	of	ADP
cana-1622	21	21	particle	particle	NOUN
cana-1622	21	22	swarm	swarm	NOUN
cana-1622	21	23	optimization	optimization	NOUN
cana-1622	21	24	,	,	PUNCT
cana-1622	21	25	genetic	genetic	ADJ
cana-1622	21	26	algorithms	algorithm	NOUN
cana-1622	21	27	,	,	PUNCT
cana-1622	21	28	and	and	CCONJ
cana-1622	21	29	ant	ant	ADJ
cana-1622	21	30	colony	colony	NOUN
cana-1622	21	31	enhancement	enhancement	NOUN
cana-1622	21	32	.	.	PUNCT
cana-1622	22	1	the	the	DET
cana-1622	22	2	epo	epo	PROPN
cana-1622	22	3	algorithm	algorithm	NOUN
cana-1622	22	4	will	will	AUX
cana-1622	22	5	next	next	ADV
cana-1622	22	6	be	be	AUX
cana-1622	22	7	described	describe	VERB
cana-1622	22	8	in	in	ADP
cana-1622	22	9	full	full	ADJ
cana-1622	22	10	including	include	VERB
cana-1622	22	11	its	its	PRON
cana-1622	22	12	working	work	VERB
cana-1622	22	13	principle	principle	NOUN
cana-1622	22	14	,	,	PUNCT
cana-1622	22	15	key	key	ADJ
cana-1622	22	16	features	feature	NOUN
cana-1622	22	17	,	,	PUNCT
cana-1622	22	18	and	and	CCONJ
cana-1622	22	19	the	the	DET
cana-1622	22	20	steps	step	NOUN
cana-1622	22	21	involved	involve	VERB
cana-1622	22	22	in	in	ADP
cana-1622	22	23	applying	apply	VERB
cana-1622	22	24	it	it	PRON
cana-1622	22	25	to	to	ADP
cana-1622	22	26	an	an	DET
cana-1622	22	27	optimization	optimization	NOUN
cana-1622	22	28	problem	problem	NOUN
cana-1622	22	29	.	.	PUNCT
cana-1622	23	1	finally	finally	ADV
cana-1622	23	2	,	,	PUNCT
cana-1622	23	3	we	we	PRON
cana-1622	23	4	will	will	AUX
cana-1622	23	5	present	present	VERB
cana-1622	23	6	a	a	DET
cana-1622	23	7	case	case	NOUN
cana-1622	23	8	study	study	NOUN
cana-1622	23	9	that	that	PRON
cana-1622	23	10	applies	apply	VERB
cana-1622	23	11	the	the	DET
cana-1622	23	12	epo	epo	NOUN
cana-1622	23	13	technique	technique	NOUN
cana-1622	23	14	was	be	AUX
cana-1622	23	15	developed	develop	VERB
cana-1622	23	16	to	to	PART
cana-1622	23	17	optimise	optimise	VERB
cana-1622	23	18	the	the	DET
cana-1622	23	19	network	network	NOUN
cana-1622	23	20	model	model	NOUN
cana-1622	23	21	of	of	ADP
cana-1622	23	22	such	such	DET
cana-1622	23	23	an	an	DET
cana-1622	23	24	urban	urban	ADJ
cana-1622	23	25	drainage	drainage	NOUN
cana-1622	23	26	infrastructure	infrastructure	NOUN
cana-1622	23	27	taking	take	VERB
cana-1622	23	28	into	into	ADP
cana-1622	23	29	account	account	NOUN
cana-1622	23	30	pipeline	pipeline	NOUN
cana-1622	23	31	redundancies	redundancy	NOUN
cana-1622	23	32	,	,	PUNCT
cana-1622	23	33	and	and	CCONJ
cana-1622	23	34	compare	compare	VERB
cana-1622	23	35	the	the	DET
cana-1622	23	36	results	result	NOUN
cana-1622	23	37	with	with	ADP
cana-1622	23	38	other	other	ADJ
cana-1622	23	39	optimization	optimization	NOUN
cana-1622	23	40	algorithms	algorithm	NOUN
cana-1622	23	41	.	.	PUNCT
cana-1622	24	1	through	through	ADP
cana-1622	24	2	this	this	PRON
cana-1622	24	3	,	,	PUNCT
cana-1622	24	4	we	we	PRON
cana-1622	24	5	aim	aim	VERB
cana-1622	24	6	to	to	PART
cana-1622	24	7	demonstrate	demonstrate	VERB
cana-1622	24	8	the	the	DET
cana-1622	24	9	potential	potential	NOUN
cana-1622	24	10	of	of	ADP
cana-1622	24	11	epo	epo	PROPN
cana-1622	24	12	as	as	ADP
cana-1622	24	13	a	a	DET
cana-1622	24	14	powerful	powerful	ADJ
cana-1622	24	15	tool	tool	NOUN
cana-1622	24	16	for	for	ADP
cana-1622	24	17	designing	design	VERB
cana-1622	24	18	and	and	CCONJ
cana-1622	24	19	managing	manage	VERB
cana-1622	24	20	urban	urban	ADJ
cana-1622	24	21	infrastructure	infrastructure	NOUN
cana-1622	24	22	systems	system	NOUN
cana-1622	24	23	,	,	PUNCT
cana-1622	24	24	particularly	particularly	ADV
cana-1622	24	25	for	for	ADP
cana-1622	24	26	enhancing	enhance	VERB
cana-1622	24	27	the	the	DET
cana-1622	24	28	resilience	resilience	NOUN
cana-1622	24	29	of	of	ADP
cana-1622	24	30	urban	urban	ADJ
cana-1622	24	31	drainage	drainage	NOUN
cana-1622	24	32	systems	system	NOUN
cana-1622	24	33	.	.	PUNCT
cana-1622	25	1	the	the	DET
cana-1622	25	2	study	study	NOUN
cana-1622	25	3	will	will	AUX
cana-1622	25	4	provide	provide	VERB
cana-1622	25	5	valuable	valuable	ADJ
cana-1622	25	6	insights	insight	NOUN
cana-1622	25	7	into	into	ADP
cana-1622	25	8	the	the	DET
cana-1622	25	9	optimal	optimal	ADJ
cana-1622	25	10	design	design	NOUN
cana-1622	25	11	of	of	ADP
cana-1622	25	12	urban	urban	ADJ
cana-1622	25	13	drainage	drainage	NOUN
cana-1622	25	14	technologies	technology	NOUN
cana-1622	25	15	which	which	PRON
cana-1622	25	16	take	take	VERB
cana-1622	25	17	into	into	ADP
cana-1622	25	18	account	account	NOUN
cana-1622	25	19	pipeline	pipeline	NOUN
cana-1622	25	20	redundancy	redundancy	NOUN
cana-1622	25	21	,	,	PUNCT
cana-1622	25	22	helping	help	VERB
cana-1622	25	23	policymakers	policymaker	NOUN
cana-1622	25	24	and	and	CCONJ
cana-1622	25	25	urban	urban	ADJ
cana-1622	25	26	planners	planner	NOUN
cana-1622	25	27	make	make	VERB
cana-1622	25	28	informed	informed	ADJ
cana-1622	25	29	decisions	decision	NOUN
cana-1622	25	30	about	about	ADP
cana-1622	25	31	improvingthe	improvingthe	ADJ
cana-1622	25	32	adaptability	adaptability	NOUN
cana-1622	25	33	of	of	ADP
cana-1622	25	34	urban	urban	ADJ
cana-1622	25	35	drainage	drainage	NOUN
cana-1622	25	36	networks	network	NOUN
cana-1622	25	37	.	.	PUNCT
cana-1622	26	1	the	the	DET
cana-1622	26	2	findings	finding	NOUN
cana-1622	26	3	can	can	AUX
cana-1622	26	4	contribute	contribute	VERB
cana-1622	26	5	to	to	ADP
cana-1622	26	6	the	the	DET
cana-1622	26	7	development	development	NOUN
cana-1622	26	8	of	of	ADP
cana-1622	26	9	sustainable	sustainable	ADJ
cana-1622	26	10	and	and	CCONJ
cana-1622	26	11	resilient	resilient	ADJ
cana-1622	26	12	urban	urban	ADJ
cana-1622	26	13	infrastructure	infrastructure	NOUN
cana-1622	26	14	systems	system	NOUN
cana-1622	26	15	,	,	PUNCT
cana-1622	26	16	which	which	PRON
cana-1622	26	17	are	be	AUX
cana-1622	26	18	essential	essential	ADJ
cana-1622	26	19	for	for	ADP
cana-1622	26	20	ensuring	ensure	VERB
cana-1622	26	21	the	the	DET
cana-1622	26	22	well	well	ADV
cana-1622	26	23	-	-	PUNCT
cana-1622	26	24	being	being	NOUN
cana-1622	26	25	and	and	CCONJ
cana-1622	26	26	prosperity	prosperity	NOUN
cana-1622	26	27	of	of	ADP
cana-1622	26	28	urban	urban	ADJ
cana-1622	26	29	residents	resident	NOUN
cana-1622	26	30	.	.	PUNCT
cana-1622	27	1	keywords	keyword	NOUN
cana-1622	27	2	:	:	PUNCT
cana-1622	27	3	urban	urban	ADJ
cana-1622	27	4	drainage	drainage	NOUN
cana-1622	27	5	network	network	NOUN
cana-1622	27	6	,	,	PUNCT
cana-1622	27	7	emperor	emperor	NOUN
cana-1622	27	8	penguin	penguin	NOUN
cana-1622	27	9	optimization	optimization	NOUN
cana-1622	27	10	algorithm	algorithm	NOUN
cana-1622	27	11	,	,	PUNCT
cana-1622	27	12	hydraulic	hydraulic	ADJ
cana-1622	27	13	layout	layout	NOUN
cana-1622	27	14	,	,	PUNCT
cana-1622	27	15	storm	storm	NOUN
cana-1622	27	16	water	water	NOUN
cana-1622	27	17	management	management	NOUN
cana-1622	27	18	model	model	NOUN
cana-1622	27	19	1	1	NUM
cana-1622	27	20	.	.	PUNCT
cana-1622	27	21	introduction	introduction	NOUN
cana-1622	27	22	the	the	DET
cana-1622	27	23	recommended	recommend	VERB
cana-1622	27	24	experimental	experimental	ADJ
cana-1622	27	25	framework	framework	NOUN
cana-1622	27	26	,	,	PUNCT
cana-1622	27	27	primarily	primarily	ADV
cana-1622	27	28	depicted	depict	VERB
cana-1622	27	29	in	in	ADP
cana-1622	27	30	figure	figure	NOUN
cana-1622	27	31	1	1	NUM
cana-1622	27	32	,	,	PUNCT
cana-1622	27	33	consists	consist	VERB
cana-1622	27	34	of	of	ADP
cana-1622	27	35	three	three	NUM
cana-1622	27	36	major	major	ADJ
cana-1622	27	37	components	component	NOUN
cana-1622	27	38	.	.	PUNCT
cana-1622	28	1	the	the	DET
cana-1622	28	2	initial	initial	ADJ
cana-1622	28	3	stage	stage	NOUN
cana-1622	28	4	is	be	AUX
cana-1622	28	5	to	to	PART
cana-1622	28	6	use	use	VERB
cana-1622	28	7	a	a	DET
cana-1622	28	8	graph	graph	NOUN
cana-1622	28	9	theory	theory	NOUN
cana-1622	28	10	technique	technique	NOUN
cana-1622	28	11	for	for	SCONJ
cana-1622	28	12	determine	determine	VERB
cana-1622	28	13	the	the	DET
cana-1622	28	14	basic	basic	ADJ
cana-1622	28	15	structure	structure	NOUN
cana-1622	28	16	of	of	ADP
cana-1622	28	17	both	both	CCONJ
cana-1622	28	18	the	the	DET
cana-1622	28	19	urban	urban	ADJ
cana-1622	28	20	drainage	drainage	NOUN
cana-1622	28	21	network	network	NOUN
cana-1622	28	22	.	.	PUNCT
cana-1622	29	1	in	in	ADP
cana-1622	29	2	its	its	PRON
cana-1622	29	3	second	second	ADJ
cana-1622	29	4	step	step	NOUN
cana-1622	29	5	,	,	PUNCT
cana-1622	29	6	an	an	DET
cana-1622	29	7	emperor	emperor	NOUN
cana-1622	29	8	penguin	penguin	NOUN
cana-1622	29	9	algorithm	algorithm	NOUN
cana-1622	29	10	is	be	AUX
cana-1622	29	11	employed	employ	VERB
cana-1622	29	12	to	to	PART
cana-1622	29	13	obtain	obtain	VERB
cana-1622	29	14	the	the	DET
cana-1622	29	15	optimal	optimal	ADJ
cana-1622	29	16	hydraulic	hydraulic	ADJ
cana-1622	29	17	design	design	NOUN
cana-1622	29	18	.	.	PUNCT
cana-1622	30	1	the	the	DET
cana-1622	30	2	third	third	ADJ
cana-1622	30	3	step	step	NOUN
cana-1622	30	4	involves	involve	VERB
cana-1622	30	5	using	use	VERB
cana-1622	30	6	complex	complex	ADJ
cana-1622	30	7	network	network	NOUN
cana-1622	30	8	examination	examination	NOUN
cana-1622	30	9	to	to	PART
cana-1622	30	10	identify	identify	VERB
cana-1622	30	11	crucial	crucial	ADJ
cana-1622	30	12	nodes	node	NOUN
cana-1622	30	13	that	that	PRON
cana-1622	30	14	can	can	AUX
cana-1622	30	15	increase	increase	VERB
cana-1622	30	16	loop	loop	NOUN
cana-1622	30	17	and	and	CCONJ
cana-1622	30	18	redundancy	redundancy	NOUN
cana-1622	30	19	,	,	PUNCT
cana-1622	30	20	and	and	CCONJ
cana-1622	30	21	analyzing	analyze	VERB
cana-1622	30	22	the	the	DET
cana-1622	30	23	system	system	NOUN
cana-1622	30	24	's	's	PART
cana-1622	30	25	resiliency	resiliency	NOUN
cana-1622	30	26	effectiveness	effectiveness	NOUN
cana-1622	30	27	.	.	PUNCT
cana-1622	31	1	the	the	DET
cana-1622	31	2	analysis	analysis	NOUN
cana-1622	31	3	primarily	primarily	ADV
cana-1622	31	4	concentrates	concentrate	VERB
cana-1622	31	5	upon	upon	SCONJ
cana-1622	31	6	the	the	DET
cana-1622	31	7	above	above	ADJ
cana-1622	31	8	structure	structure	NOUN
cana-1622	31	9	’s	’s	PART
cana-1622	31	10	effectiveness	effectiveness	NOUN
cana-1622	31	11	inside	inside	ADP
cana-1622	31	12	the	the	DET
cana-1622	31	13	event	event	NOUN
cana-1622	31	14	of	of	ADP
cana-1622	31	15	a	a	DET
cana-1622	31	16	functional	functional	ADJ
cana-1622	31	17	breakdown	breakdown	NOUN
cana-1622	31	18	,	,	PUNCT
cana-1622	31	19	employing	employ	VERB
cana-1622	31	20	two	two	NUM
cana-1622	31	21	specified	specified	ADJ
cana-1622	31	22	metrics	metric	NOUN
cana-1622	31	23	:	:	PUNCT
cana-1622	31	24	mean	mean	VERB
cana-1622	31	25	flood	flood	NOUN
cana-1622	31	26	duration	duration	NOUN
cana-1622	31	27	(	(	PUNCT
cana-1622	31	28	mfd	mfd	PROPN
cana-1622	31	29	)	)	PUNCT
cana-1622	31	30	and	and	CCONJ
cana-1622	31	31	total	total	ADJ
cana-1622	31	32	overflow	overflow	NOUN
cana-1622	31	33	volume	volume	NOUN
cana-1622	31	34	(	(	PUNCT
cana-1622	31	35	tov	tov	INTJ
cana-1622	31	36	)	)	PUNCT
cana-1622	32	1	[	[	X
cana-1622	32	2	14,15	14,15	NUM
cana-1622	32	3	]	]	PUNCT
cana-1622	32	4	.	.	PUNCT
cana-1622	33	1	whenever	whenever	SCONJ
cana-1622	33	2	the	the	DET
cana-1622	33	3	outflow	outflow	ADJ
cana-1622	33	4	discharge	discharge	NOUN
cana-1622	33	5	surpasses	surpass	VERB
cana-1622	33	6	the	the	DET
cana-1622	33	7	capacity	capacity	NOUN
cana-1622	33	8	of	of	ADP
cana-1622	33	9	drainage	drainage	NOUN
cana-1622	33	10	,	,	PUNCT
cana-1622	33	11	the	the	DET
cana-1622	33	12	amount	amount	NOUN
cana-1622	33	13	of	of	ADP
cana-1622	33	14	rainwater	rainwater	NOUN
cana-1622	33	15	which	which	PRON
cana-1622	33	16	runs	run	VERB
cana-1622	33	17	through	through	ADP
cana-1622	33	18	the	the	DET
cana-1622	33	19	drainage	drainage	NOUN
cana-1622	33	20	system	system	NOUN
cana-1622	33	21	has	have	AUX
cana-1622	33	22	been	be	AUX
cana-1622	33	23	referred	refer	VERB
cana-1622	33	24	to	to	ADP
cana-1622	33	25	as	as	ADP
cana-1622	33	26	tov	tov	ADV
cana-1622	33	27	,	,	PUNCT
cana-1622	33	28	while	while	SCONJ
cana-1622	33	29	mfd	mfd	PROPN
cana-1622	33	30	refers	refer	VERB
cana-1622	33	31	to	to	ADP
cana-1622	33	32	the	the	DET
cana-1622	33	33	average	average	ADJ
cana-1622	33	34	duration	duration	NOUN
cana-1622	33	35	of	of	ADP
cana-1622	33	36	the	the	DET
cana-1622	33	37	flood	flood	NOUN
cana-1622	33	38	.	.	PUNCT
cana-1622	34	1	fig.1.an	fig.1.an	ADJ
cana-1622	34	2	elevated	elevated	ADJ
cana-1622	34	3	summary	summary	NOUN
cana-1622	34	4	of	of	ADP
cana-1622	34	5	such	such	ADJ
cana-1622	34	6	proposed	propose	VERB
cana-1622	34	7	research	research	NOUN
cana-1622	34	8	paradigm	paradigm	NOUN
cana-1622	34	9	.	.	PUNCT
cana-1622	35	1	termination	termination	NOUN
cana-1622	35	2	requirements	requirement	NOUN
cana-1622	35	3	(	(	PUNCT
cana-1622	35	4	1	1	NUM
cana-1622	35	5	):	):	PUNCT
cana-1622	35	6	include	include	VERB
cana-1622	35	7	all	all	DET
cana-1622	35	8	subsequence	subsequence	NOUN
cana-1622	35	9	’s	’s	PART
cana-1622	35	10	;	;	PUNCT
cana-1622	35	11	termination	termination	NOUN
cana-1622	35	12	condition	condition	NOUN
cana-1622	35	13	(	(	PUNCT
cana-1622	35	14	2	2	NUM
cana-1622	35	15	):	):	PUNCT
cana-1622	35	16	confirm	confirm	VERB
cana-1622	35	17	that	that	SCONJ
cana-1622	35	18	all	all	DET
cana-1622	35	19	patterns	pattern	NOUN
cana-1622	35	20	in	in	ADP
cana-1622	35	21	have	have	AUX
cana-1622	35	22	been	be	AUX
cana-1622	35	23	hydraulically	hydraulically	ADV
cana-1622	35	24	constructed	construct	VERB
cana-1622	35	25	.	.	PUNCT
cana-1622	36	1	swmm	swmm	PROPN
cana-1622	36	2	stands	stand	VERB
cana-1622	36	3	for	for	ADP
cana-1622	36	4	storm	storm	NOUN
cana-1622	36	5	water	water	NOUN
cana-1622	36	6	management	management	NOUN
cana-1622	36	7	system	system	NOUN
cana-1622	36	8	[	[	X
cana-1622	36	9	28	28	NUM
cana-1622	36	10	]	]	X
cana-1622	36	11	;	;	PUNCT
cana-1622	36	12	tov	tov	PROPN
cana-1622	36	13	refers	refer	VERB
cana-1622	36	14	for	for	ADP
cana-1622	36	15	total	total	ADJ
cana-1622	36	16	overflowing	overflowing	NOUN
cana-1622	36	17	flow	flow	NOUN
cana-1622	36	18	,	,	PUNCT
cana-1622	36	19	and	and	CCONJ
cana-1622	36	20	mfd	mfd	NOUN
cana-1622	36	21	refers	refer	NOUN
cana-1622	36	22	for	for	ADP
cana-1622	36	23	median	median	ADJ
cana-1622	36	24	flood	flood	NOUN
cana-1622	36	25	timeframe	timeframe	NOUN
cana-1622	36	26	.	.	PUNCT
cana-1622	37	1	communications	communication	NOUN
cana-1622	37	2	on	on	ADP
cana-1622	37	3	applied	apply	VERB
cana-1622	37	4	nonlinear	nonlinear	ADJ
cana-1622	37	5	analysis	analysis	NOUN
cana-1622	37	6	issn	issn	NOUN
cana-1622	37	7	:	:	PUNCT
cana-1622	37	8	1074	1074	NUM
cana-1622	37	9	-	-	PUNCT
cana-1622	37	10	133x	133x	NUM
cana-1622	37	11	vol	vol	NOUN
cana-1622	37	12	32	32	NUM
cana-1622	37	13	no	no	NOUN
cana-1622	37	14	.	.	NOUN
cana-1622	37	15	1	1	NUM
cana-1622	37	16	(	(	PUNCT
cana-1622	37	17	2025	2025	NUM
cana-1622	37	18	)	)	PUNCT
cana-1622	37	19	74	74	NUM
cana-1622	37	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	37	21	a.	a.	NOUN
cana-1622	37	22	methodology	methodology	NOUN
cana-1622	37	23	and	and	CCONJ
cana-1622	37	24	datasets	dataset	VERB
cana-1622	37	25	the	the	DET
cana-1622	37	26	portion	portion	NOUN
cana-1622	37	27	explains	explain	VERB
cana-1622	37	28	the	the	DET
cana-1622	37	29	approaches	approach	NOUN
cana-1622	37	30	utilized	utilize	VERB
cana-1622	37	31	before	before	ADP
cana-1622	37	32	implementing	implement	VERB
cana-1622	37	33	those	those	PRON
cana-1622	37	34	towards	towards	ADP
cana-1622	37	35	a	a	DET
cana-1622	37	36	research	research	NOUN
cana-1622	37	37	location	location	NOUN
cana-1622	37	38	in	in	ADP
cana-1622	37	39	“	"	PUNCT
cana-1622	37	40	dongying	dongying	NOUN
cana-1622	37	41	,	,	PUNCT
cana-1622	37	42	shandong	shandong	PROPN
cana-1622	37	43	province	province	PROPN
cana-1622	37	44	,	,	PUNCT
cana-1622	37	45	china	china	PROPN
cana-1622	37	46	”	"	PUNCT
cana-1622	37	47	,	,	PUNCT
cana-1622	37	48	like	like	ADP
cana-1622	37	49	pattern	pattern	NOUN
cana-1622	37	50	choosing	choosing	NOUN
cana-1622	37	51	,	,	PUNCT
cana-1622	37	52	hydraulic	hydraulic	ADJ
cana-1622	37	53	layout	layout	NOUN
cana-1622	37	54	,	,	PUNCT
cana-1622	37	55	and	and	CCONJ
cana-1622	37	56	complicated	complicated	ADJ
cana-1622	37	57	network	network	NOUN
cana-1622	37	58	evaluation	evaluation	NOUN
cana-1622	37	59	.	.	PUNCT
cana-1622	38	1	b.	b.	PROPN
cana-1622	38	2	methodology	methodology	PROPN
cana-1622	38	3	the	the	DET
cana-1622	38	4	infrastructure	infrastructure	NOUN
cana-1622	38	5	of	of	ADP
cana-1622	38	6	urban	urban	ADJ
cana-1622	38	7	drainage	drainage	NOUN
cana-1622	38	8	systems	system	NOUN
cana-1622	38	9	primarily	primarily	ADV
cana-1622	38	10	based	base	VERB
cana-1622	38	11	upon	upon	SCONJ
cana-1622	38	12	a	a	DET
cana-1622	38	13	framework	framework	NOUN
cana-1622	38	14	of	of	ADP
cana-1622	38	15	design	design	NOUN
cana-1622	38	16	choosing	choosing	NOUN
cana-1622	38	17	and	and	CCONJ
cana-1622	38	18	hydraulic	hydraulic	ADJ
cana-1622	38	19	planning	planning	NOUN
cana-1622	38	20	,	,	PUNCT
cana-1622	38	21	using	use	VERB
cana-1622	38	22	complex	complex	ADJ
cana-1622	38	23	network	network	NOUN
cana-1622	38	24	evaluation	evaluation	NOUN
cana-1622	38	25	used	use	VERB
cana-1622	38	26	further	far	ADV
cana-1622	38	27	to	to	PART
cana-1622	38	28	enhance	enhance	VERB
cana-1622	38	29	the	the	DET
cana-1622	38	30	network	network	NOUN
cana-1622	38	31	model	model	NOUN
cana-1622	38	32	.	.	PUNCT
cana-1622	39	1	c.	c.	NOUN
cana-1622	39	2	selection	selection	NOUN
cana-1622	39	3	of	of	ADP
cana-1622	39	4	layout	layout	NOUN
cana-1622	39	5	choosing	choose	VERB
cana-1622	39	6	a	a	DET
cana-1622	39	7	structure	structure	NOUN
cana-1622	39	8	comprises	comprise	NOUN
cana-1622	39	9	deciding	decide	VERB
cana-1622	39	10	the	the	DET
cana-1622	39	11	spot	spot	NOUN
cana-1622	39	12	as	as	ADV
cana-1622	39	13	well	well	ADV
cana-1622	39	14	as	as	ADP
cana-1622	39	15	amount	amount	NOUN
cana-1622	39	16	of	of	ADP
cana-1622	39	17	water	water	NOUN
cana-1622	39	18	pipes	pipe	NOUN
cana-1622	39	19	,	,	PUNCT
cana-1622	39	20	selecting	select	VERB
cana-1622	39	21	suitable	suitable	ADJ
cana-1622	39	22	pipelines	pipeline	NOUN
cana-1622	39	23	,	,	PUNCT
cana-1622	39	24	and	and	CCONJ
cana-1622	39	25	determining	determine	VERB
cana-1622	39	26	the	the	DET
cana-1622	39	27	pattern	pattern	NOUN
cana-1622	39	28	of	of	ADP
cana-1622	39	29	flow	flow	NOUN
cana-1622	39	30	of	of	ADP
cana-1622	39	31	water	water	NOUN
cana-1622	39	32	.	.	PUNCT
cana-1622	40	1	graph	graph	NOUN
cana-1622	40	2	theory	theory	NOUN
cana-1622	40	3	techniques	technique	NOUN
cana-1622	40	4	[	[	X
cana-1622	40	5	17,25	17,25	X
cana-1622	40	6	]	]	PUNCT
cana-1622	40	7	.	.	PUNCT
cana-1622	41	1	aare	aare	AUX
cana-1622	41	2	commonly	commonly	ADV
cana-1622	41	3	used	use	VERB
cana-1622	41	4	to	to	PART
cana-1622	41	5	assist	assist	VERB
cana-1622	41	6	with	with	ADP
cana-1622	41	7	layout	layout	NOUN
cana-1622	41	8	selection	selection	NOUN
cana-1622	41	9	.	.	PUNCT
cana-1622	42	1	a	a	DET
cana-1622	42	2	network	network	NOUN
cana-1622	42	3	was	be	AUX
cana-1622	42	4	made	make	VERB
cana-1622	42	5	up	up	ADP
cana-1622	42	6	of	of	ADP
cana-1622	42	7	connections	connection	NOUN
cana-1622	42	8	and	and	CCONJ
cana-1622	42	9	vertices	vertex	NOUN
cana-1622	42	10	,	,	PUNCT
cana-1622	42	11	where	where	SCONJ
cana-1622	42	12	vertices	vertex	NOUN
cana-1622	42	13	also	also	ADV
cana-1622	42	14	edges	edge	VERB
cana-1622	42	15	represent	represent	VERB
cana-1622	42	16	manholes	manhole	NOUN
cana-1622	42	17	and	and	CCONJ
cana-1622	42	18	pipes	pipe	NOUN
cana-1622	42	19	,	,	PUNCT
cana-1622	42	20	respectively	respectively	ADV
cana-1622	42	21	.	.	PUNCT
cana-1622	43	1	the	the	DET
cana-1622	43	2	starting	start	VERB
cana-1622	43	3	graph	graph	NOUN
cana-1622	43	4	contains	contain	VERB
cana-1622	43	5	every	every	DET
cana-1622	43	6	possible	possible	ADJ
cana-1622	43	7	pipeline	pipeline	NOUN
cana-1622	43	8	,	,	PUNCT
cana-1622	43	9	as	as	ADV
cana-1622	43	10	well	well	ADV
cana-1622	43	11	as	as	ADP
cana-1622	43	12	the	the	DET
cana-1622	43	13	loop	loop	NOUN
cana-1622	43	14	-	-	PUNCT
cana-1622	43	15	by	by	ADP
cana-1622	43	16	-	-	PUNCT
cana-1622	43	17	loop	loop	NOUN
cana-1622	43	18	chopping	chop	VERB
cana-1622	43	19	approach	approach	NOUN
cana-1622	43	20	is	be	AUX
cana-1622	43	21	used	use	VERB
cana-1622	43	22	to	to	PART
cana-1622	43	23	gradually	gradually	ADV
cana-1622	43	24	remove	remove	VERB
cana-1622	43	25	edges	edge	NOUN
cana-1622	43	26	from	from	ADP
cana-1622	43	27	the	the	DET
cana-1622	43	28	undirected	undirected	ADJ
cana-1622	43	29	base	base	NOUN
cana-1622	43	30	graph	graph	NOUN
cana-1622	43	31	to	to	PART
cana-1622	43	32	build	build	VERB
cana-1622	43	33	a	a	DET
cana-1622	43	34	workable	workable	ADJ
cana-1622	43	35	tree	tree	NOUN
cana-1622	43	36	architecture	architecture	NOUN
cana-1622	43	37	[	[	X
cana-1622	43	38	6,28	6,28	NUM
cana-1622	43	39	]	]	PUNCT
cana-1622	43	40	.	.	PUNCT
cana-1622	44	1	figure	figure	NOUN
cana-1622	44	2	2	2	NUM
cana-1622	44	3	depicts	depict	VERB
cana-1622	44	4	the	the	DET
cana-1622	44	5	process	process	NOUN
cana-1622	44	6	utilised	utilise	VERB
cana-1622	44	7	in	in	ADP
cana-1622	44	8	this	this	DET
cana-1622	44	9	study	study	NOUN
cana-1622	44	10	for	for	ADP
cana-1622	44	11	layout	layout	NOUN
cana-1622	44	12	selection	selection	NOUN
cana-1622	44	13	,	,	PUNCT
cana-1622	44	14	which	which	PRON
cana-1622	44	15	involves	involve	VERB
cana-1622	44	16	the	the	DET
cana-1622	44	17	following	follow	VERB
cana-1622	44	18	steps	step	NOUN
cana-1622	44	19	:	:	PUNCT
cana-1622	44	20	(	(	PUNCT
cana-1622	44	21	1	1	X
cana-1622	44	22	)	)	PUNCT
cana-1622	44	23	creating	create	VERB
cana-1622	44	24	the	the	DET
cana-1622	44	25	base	base	NOUN
cana-1622	44	26	graph	graph	NOUN
cana-1622	44	27	g	g	PROPN
cana-1622	44	28	(	(	PUNCT
cana-1622	44	29	v	v	NOUN
cana-1622	44	30	,	,	PUNCT
cana-1622	44	31	e	e	NOUN
cana-1622	44	32	)	)	PUNCT
cana-1622	44	33	and	and	CCONJ
cana-1622	44	34	recognising	recognise	VERB
cana-1622	44	35	every	every	DET
cana-1622	44	36	loops	loop	NOUN
cana-1622	44	37	inside	inside	ADP
cana-1622	44	38	the	the	DET
cana-1622	44	39	main	main	ADJ
cana-1622	44	40	graph	graph	NOUN
cana-1622	44	41	;	;	PUNCT
cana-1622	44	42	(	(	PUNCT
cana-1622	44	43	2	2	X
cana-1622	44	44	)	)	PUNCT
cana-1622	44	45	selecting	select	VERB
cana-1622	44	46	a	a	DET
cana-1622	44	47	loop	loop	NOUN
cana-1622	44	48	and	and	CCONJ
cana-1622	44	49	eliminating	eliminate	VERB
cana-1622	44	50	a	a	DET
cana-1622	44	51	border	border	NOUN
cana-1622	44	52	from	from	ADP
cana-1622	44	53	the	the	DET
cana-1622	44	54	loop	loop	NOUN
cana-1622	44	55	while	while	SCONJ
cana-1622	44	56	maintaining	maintain	VERB
cana-1622	44	57	connectivity	connectivity	NOUN
cana-1622	44	58	of	of	ADP
cana-1622	44	59	the	the	DET
cana-1622	44	60	remaining	remain	VERB
cana-1622	44	61	edges	edge	NOUN
cana-1622	44	62	;	;	PUNCT
cana-1622	44	63	(	(	PUNCT
cana-1622	44	64	3	3	X
cana-1622	44	65	)	)	PUNCT
cana-1622	44	66	checking	check	VERB
cana-1622	44	67	for	for	ADP
cana-1622	44	68	any	any	DET
cana-1622	44	69	remaining	remain	VERB
cana-1622	44	70	loops	loop	NOUN
cana-1622	44	71	in	in	ADP
cana-1622	44	72	the	the	DET
cana-1622	44	73	graph	graph	NOUN
cana-1622	44	74	and	and	CCONJ
cana-1622	44	75	repeating	repeat	VERB
cana-1622	44	76	step	step	NOUN
cana-1622	44	77	(	(	PUNCT
cana-1622	44	78	2	2	NUM
cana-1622	44	79	)	)	PUNCT
cana-1622	44	80	;	;	PUNCT
cana-1622	44	81	(	(	PUNCT
cana-1622	44	82	4	4	X
cana-1622	44	83	)	)	PUNCT
cana-1622	44	84	obtaining	obtain	VERB
cana-1622	44	85	every	every	DET
cana-1622	44	86	subgraphs	subgraph	NOUN
cana-1622	44	87	which	which	PRON
cana-1622	44	88	wo	will	AUX
cana-1622	44	89	n’t	not	PART
cana-1622	44	90	comprise	comprise	VERB
cana-1622	44	91	any	any	DET
cana-1622	44	92	loops	loop	NOUN
cana-1622	44	93	(	(	PUNCT
cana-1622	44	94	fig	fig	NOUN
cana-1622	44	95	.	.	PUNCT
cana-1622	45	1	2	2	NUM
cana-1622	45	2	)	)	PUNCT
cana-1622	45	3	.	.	PUNCT
cana-1622	46	1	fig	fig	PROPN
cana-1622	46	2	2.selection	2.selection	NUM
cana-1622	46	3	of	of	ADP
cana-1622	46	4	layout	layout	PROPN
cana-1622	46	5	d.	d.	PROPN
cana-1622	46	6	hydraulic	hydraulic	PROPN
cana-1622	46	7	designing	design	VERB
cana-1622	46	8	the	the	DET
cana-1622	46	9	hydraulic	hydraulic	ADJ
cana-1622	46	10	layout	layout	NOUN
cana-1622	46	11	was	be	AUX
cana-1622	46	12	generally	generally	ADV
cana-1622	46	13	utilized	utilize	VERB
cana-1622	46	14	to	to	PART
cana-1622	46	15	determine	determine	VERB
cana-1622	46	16	the	the	DET
cana-1622	46	17	size	size	NOUN
cana-1622	46	18	and	and	CCONJ
cana-1622	46	19	slopes	slope	NOUN
cana-1622	46	20	in	in	ADP
cana-1622	46	21	order	order	NOUN
cana-1622	46	22	to	to	PART
cana-1622	46	23	reduce	reduce	VERB
cana-1622	46	24	the	the	DET
cana-1622	46	25	requirement	requirement	NOUN
cana-1622	46	26	of	of	ADP
cana-1622	46	27	filling	fill	VERB
cana-1622	46	28	stations	station	NOUN
cana-1622	46	29	and	and	CCONJ
cana-1622	46	30	pressurised	pressurised	ADJ
cana-1622	46	31	pipelines	pipeline	NOUN
cana-1622	46	32	.	.	PUNCT
cana-1622	47	1	1	1	X
cana-1622	47	2	.	.	X
cana-1622	47	3	objective	objective	ADJ
cana-1622	47	4	function	function	NOUN
cana-1622	47	5	difficulty	difficulty	NOUN
cana-1622	47	6	on	on	ADP
cana-1622	47	7	optimising	optimise	VERB
cana-1622	47	8	the	the	DET
cana-1622	47	9	urban	urban	ADJ
cana-1622	47	10	drainage	drainage	NOUN
cana-1622	47	11	network	network	NOUN
cana-1622	47	12	might	might	AUX
cana-1622	47	13	be	be	AUX
cana-1622	47	14	described	describe	VERB
cana-1622	47	15	like	like	ADP
cana-1622	47	16	follows	follow	VERB
cana-1622	47	17	:	:	PUNCT
cana-1622	47	18	1	1	NUM
cana-1622	47	19	(	(	PUNCT
cana-1622	47	20	,	,	PUNCT
cana-1622	47	21	)	)	PUNCT
cana-1622	48	1	n	n	CCONJ
cana-1622	48	2	i	i	PRON
cana-1622	49	1	i	i	PRON
cana-1622	49	2	i	i	PRON
cana-1622	50	1	i	i	PRON
cana-1622	50	2	i	i	PRON
cana-1622	50	3	minimize	minimize	VERB
cana-1622	50	4	f	f	PROPN
cana-1622	50	5	c	c	NOUN
cana-1622	50	6	d	d	NOUN
cana-1622	50	7	h	h	NOUN
cana-1622	50	8	l	l	NOUN
cana-1622	51	1	=	=	PUNCT
cana-1622	52	1	=	=	SYM
cana-1622	52	2			X
cana-1622	52	3	(	(	PUNCT
cana-1622	52	4	1	1	X
cana-1622	52	5	)	)	PUNCT
cana-1622	52	6	communications	communication	NOUN
cana-1622	52	7	on	on	ADP
cana-1622	52	8	applied	apply	VERB
cana-1622	52	9	nonlinear	nonlinear	ADJ
cana-1622	52	10	analysis	analysis	NOUN
cana-1622	52	11	issn	issn	NOUN
cana-1622	52	12	:	:	PUNCT
cana-1622	52	13	1074	1074	NUM
cana-1622	52	14	-	-	PUNCT
cana-1622	52	15	133x	133x	NUM
cana-1622	52	16	vol	vol	NOUN
cana-1622	52	17	32	32	NUM
cana-1622	52	18	no	no	NOUN
cana-1622	52	19	.	.	NOUN
cana-1622	52	20	1	1	NUM
cana-1622	52	21	(	(	PUNCT
cana-1622	52	22	2025	2025	NUM
cana-1622	52	23	)	)	PUNCT
cana-1622	52	24	75	75	NUM
cana-1622	52	25	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	52	26	wherein	wherein	SCONJ
cana-1622	52	27	f	f	PROPN
cana-1622	52	28	indicates	indicate	VERB
cana-1622	52	29	the	the	DET
cana-1622	52	30	optimization	optimization	NOUN
cana-1622	52	31	technique	technique	NOUN
cana-1622	52	32	,	,	PUNCT
cana-1622	52	33	n	n	PRON
cana-1622	52	34	signifies	signify	VERB
cana-1622	52	35	the	the	DET
cana-1622	52	36	overall	overall	ADJ
cana-1622	52	37	numbers	number	NOUN
cana-1622	52	38	of	of	ADP
cana-1622	52	39	pipelines𝑖	pipelines𝑖	NOUN
cana-1622	52	40	:	:	PUNCT
cana-1622	52	41	i	i	PROPN
cana-1622	52	42	d	d	PROPN
cana-1622	52	43	represent	represent	VERB
cana-1622	52	44	the	the	DET
cana-1622	52	45	diameter	diameter	NOUN
cana-1622	52	46	,	,	PUNCT
cana-1622	52	47	ih	ih	PROPN
cana-1622	52	48	is	be	AUX
cana-1622	52	49	the	the	DET
cana-1622	52	50	submerged	submerged	ADJ
cana-1622	52	51	depths	depth	NOUN
cana-1622	52	52	,	,	PUNCT
cana-1622	52	53	and	and	CCONJ
cana-1622	52	54	il	il	PROPN
cana-1622	52	55	is	be	AUX
cana-1622	52	56	the	the	DET
cana-1622	52	57	pipeline	pipeline	NOUN
cana-1622	52	58	lengths	length	NOUN
cana-1622	52	59	.	.	PUNCT
cana-1622	53	1	2	2	X
cana-1622	53	2	.	.	X
cana-1622	53	3	design	design	NOUN
cana-1622	53	4	constraints	constraint	NOUN
cana-1622	53	5	the	the	DET
cana-1622	53	6	hydraulic	hydraulic	ADJ
cana-1622	53	7	layout	layout	NOUN
cana-1622	53	8	of	of	ADP
cana-1622	53	9	such	such	ADJ
cana-1622	53	10	urban	urban	ADJ
cana-1622	53	11	drainage	drainage	NOUN
cana-1622	53	12	infrastructure	infrastructure	NOUN
cana-1622	53	13	should	should	AUX
cana-1622	53	14	comply	comply	VERB
cana-1622	53	15	towards	towards	ADP
cana-1622	53	16	the	the	DET
cana-1622	53	17	appropriate	appropriate	ADJ
cana-1622	53	18	flow	flow	NOUN
cana-1622	53	19	velocity	velocity	NOUN
cana-1622	53	20	,	,	PUNCT
cana-1622	53	21	pipe	pipe	NOUN
cana-1622	53	22	diameter	diameter	NOUN
cana-1622	53	23	,	,	PUNCT
cana-1622	53	24	and	and	CCONJ
cana-1622	53	25	buried	bury	VERB
cana-1622	53	26	depths	depth	NOUN
cana-1622	53	27	restrictions	restriction	NOUN
cana-1622	53	28	:	:	PUNCT
cana-1622	53	29	min	min	PROPN
cana-1622	53	30	maxd	maxd	PROPN
cana-1622	53	31	d	d	PROPN
cana-1622	53	32	d	d	NOUN
cana-1622	53	33			NOUN
cana-1622	53	34	(	(	PUNCT
cana-1622	53	35	2	2	NUM
cana-1622	53	36	)	)	PUNCT
cana-1622	53	37	down	down	ADP
cana-1622	53	38	upd	upd	PROPN
cana-1622	53	39	d	d	PROPN
cana-1622	53	40	(	(	PUNCT
cana-1622	53	41	3	3	NUM
cana-1622	53	42	)	)	PUNCT
cana-1622	53	43	1	1	NUM
cana-1622	53	44	2	2	NUM
cana-1622	53	45	3	3	NUM
cana-1622	53	46	{	{	PUNCT
cana-1622	53	47	}	}	PUNCT
cana-1622	53	48	,	,	PUNCT
cana-1622	53	49	,	,	PUNCT
cana-1622	53	50	,	,	PUNCT
cana-1622	53	51	,	,	PUNCT
cana-1622	53	52	s	s	VERB
cana-1622	54	1	zd	zd	PROPN
cana-1622	54	2	d	d	PROPN
cana-1622	54	3	d	d	PROPN
cana-1622	54	4	d	d	X
cana-1622	54	5	d	d	X
cana-1622	54	6	d	d	PROPN
cana-1622	54	7	=	=	SYM
cana-1622	54	8			PROPN
cana-1622	54	9	(	(	PUNCT
cana-1622	54	10	4	4	NUM
cana-1622	54	11	)	)	PUNCT
cana-1622	54	12	min	min	NOUN
cana-1622	54	13	maxv	maxv	NOUN
cana-1622	55	1	v	v	ADP
cana-1622	55	2	v	v	VERB
cana-1622	55	3			NOUN
cana-1622	55	4	(	(	PUNCT
cana-1622	55	5	5	5	NUM
cana-1622	55	6	)	)	PUNCT
cana-1622	55	7	min	min	NOUN
cana-1622	55	8	maxdh	maxdh	PROPN
cana-1622	55	9	h	h	PROPN
cana-1622	55	10	dh	dh	VERB
cana-1622	55	11			NOUN
cana-1622	55	12	(	(	PUNCT
cana-1622	55	13	6	6	NUM
cana-1622	55	14	)	)	PUNCT
cana-1622	55	15	in	in	ADP
cana-1622	55	16	which	which	PRON
cana-1622	55	17	mind	mind	NOUN
cana-1622	55	18	represents	represent	VERB
cana-1622	55	19	the	the	DET
cana-1622	55	20	minimal	minimal	ADJ
cana-1622	55	21	pipeline	pipeline	NOUN
cana-1622	55	22	diameter	diameter	NOUN
cana-1622	55	23	,	,	PUNCT
cana-1622	55	24	maxd	maxd	PROPN
cana-1622	55	25	defines	define	VERB
cana-1622	55	26	the	the	DET
cana-1622	55	27	maximal	maximal	ADJ
cana-1622	55	28	pipeline	pipeline	NOUN
cana-1622	55	29	diameter	diameter	NOUN
cana-1622	55	30	,	,	PUNCT
cana-1622	55	31	d	d	PRON
cana-1622	55	32	represents	represent	VERB
cana-1622	55	33	the	the	DET
cana-1622	55	34	flowing	flow	VERB
cana-1622	55	35	pipeline	pipeline	NOUN
cana-1622	55	36	diameter	diameter	NOUN
cana-1622	55	37	,	,	PUNCT
cana-1622	55	38	downd	downd	NOUN
cana-1622	55	39	denotes	denote	VERB
cana-1622	55	40	the	the	DET
cana-1622	55	41	downstream	downstream	ADJ
cana-1622	55	42	pipeline	pipeline	NOUN
cana-1622	55	43	diameter	diameter	NOUN
cana-1622	55	44	,	,	PUNCT
cana-1622	55	45	and	and	CCONJ
cana-1622	55	46	upd	upd	PROPN
cana-1622	55	47	represents	represent	VERB
cana-1622	55	48	the	the	DET
cana-1622	55	49	upstream	upstream	ADJ
cana-1622	55	50	pipeline	pipeline	NOUN
cana-1622	55	51	diameter	diameter	NOUN
cana-1622	55	52	𝑣	𝑣	ADP
cana-1622	55	53	denotes	denote	VERB
cana-1622	55	54	the	the	DET
cana-1622	55	55	flow	flow	NOUN
cana-1622	55	56	rates	rate	NOUN
cana-1622	55	57	,	,	PUNCT
cana-1622	55	58	minv	minv	PROPN
cana-1622	55	59	seems	seem	VERB
cana-1622	55	60	to	to	PART
cana-1622	55	61	be	be	AUX
cana-1622	55	62	the	the	DET
cana-1622	55	63	minimum	minimum	ADJ
cana-1622	55	64	flow	flow	NOUN
cana-1622	55	65	speed	speed	NOUN
cana-1622	55	66	,	,	PUNCT
cana-1622	55	67	maxv	maxv	NOUN
cana-1622	55	68	seems	seem	VERB
cana-1622	55	69	to	to	PART
cana-1622	55	70	be	be	AUX
cana-1622	55	71	the	the	DET
cana-1622	55	72	maximum	maximum	ADJ
cana-1622	55	73	flowing	flow	VERB
cana-1622	55	74	velocity	velocity	NOUN
cana-1622	55	75	,	,	PUNCT
cana-1622	55	76	mindh	mindh	NOUN
cana-1622	55	77	seems	seem	VERB
cana-1622	55	78	to	to	PART
cana-1622	55	79	be	be	AUX
cana-1622	55	80	the	the	DET
cana-1622	55	81	buried	bury	VERB
cana-1622	55	82	depths	depth	NOUN
cana-1622	55	83	,	,	PUNCT
cana-1622	55	84	𝐻	𝐻	PROPN
cana-1622	55	85	denotes	denote	VERB
cana-1622	55	86	the	the	DET
cana-1622	55	87	depth	depth	NOUN
cana-1622	55	88	buried	bury	VERB
cana-1622	55	89	,	,	PUNCT
cana-1622	55	90	also	also	ADV
cana-1622	55	91	maxdh	maxdh	PROPN
cana-1622	55	92	represents	represent	VERB
cana-1622	55	93	its	its	PRON
cana-1622	55	94	greatest	great	ADJ
cana-1622	55	95	depth	depth	NOUN
cana-1622	55	96	buried	bury	VERB
cana-1622	55	97	.	.	PUNCT
cana-1622	56	1	3	3	X
cana-1622	56	2	.	.	X
cana-1622	56	3	emperor	emperor	NOUN
cana-1622	56	4	penguin	penguin	NOUN
cana-1622	56	5	optimizer	optimizer	VERB
cana-1622	56	6	the	the	DET
cana-1622	56	7	emperor	emperor	NOUN
cana-1622	56	8	penguin	penguin	NOUN
cana-1622	56	9	optimizer	optimizer	NOUN
cana-1622	56	10	(	(	PUNCT
cana-1622	56	11	epo	epo	NOUN
cana-1622	56	12	)	)	PUNCT
cana-1622	56	13	method	method	NOUN
cana-1622	56	14	was	be	AUX
cana-1622	56	15	indeed	indeed	ADV
cana-1622	56	16	the	the	DET
cana-1622	56	17	unique	unique	ADJ
cana-1622	56	18	meta	meta	ADJ
cana-1622	56	19	-	-	PUNCT
cana-1622	56	20	heuristic	heuristic	ADJ
cana-1622	56	21	technique	technique	NOUN
cana-1622	56	22	invented	invent	VERB
cana-1622	56	23	by	by	ADP
cana-1622	56	24	dhiman	dhiman	NOUN
cana-1622	56	25	around	around	ADP
cana-1622	56	26	2018	2018	NUM
cana-1622	56	27	that	that	PRON
cana-1622	56	28	is	be	AUX
cana-1622	56	29	motivated	motivate	VERB
cana-1622	56	30	from	from	ADP
cana-1622	56	31	emperor	emperor	NOUN
cana-1622	56	32	penguin	penguin	NOUN
cana-1622	56	33	huddling	huddle	VERB
cana-1622	56	34	habits	habit	NOUN
cana-1622	56	35	.	.	PUNCT
cana-1622	57	1	emperor	emperor	NOUN
cana-1622	57	2	penguins	penguin	NOUN
cana-1622	57	3	snuggle	snuggle	VERB
cana-1622	57	4	together	together	ADV
cana-1622	57	5	just	just	ADV
cana-1622	57	6	to	to	PART
cana-1622	57	7	stay	stay	VERB
cana-1622	57	8	warm	warm	ADJ
cana-1622	57	9	during	during	ADP
cana-1622	57	10	the	the	DET
cana-1622	57	11	hard	hard	ADJ
cana-1622	57	12	antarctic	antarctic	ADJ
cana-1622	57	13	winters	winter	NOUN
cana-1622	57	14	,	,	PUNCT
cana-1622	57	15	when	when	SCONJ
cana-1622	57	16	temperatures	temperature	NOUN
cana-1622	57	17	might	might	AUX
cana-1622	57	18	drop	drop	VERB
cana-1622	57	19	below	below	ADP
cana-1622	57	20	dangerously	dangerously	ADV
cana-1622	57	21	lower	low	ADJ
cana-1622	57	22	degrees	degree	NOUN
cana-1622	57	23	.	.	PUNCT
cana-1622	58	1	the	the	DET
cana-1622	58	2	huddling	huddle	VERB
cana-1622	58	3	activity	activity	NOUN
cana-1622	58	4	of	of	ADP
cana-1622	58	5	emperor	emperor	NOUN
cana-1622	58	6	penguins	penguin	NOUN
cana-1622	58	7	was	be	AUX
cana-1622	58	8	distinctive	distinctive	ADJ
cana-1622	58	9	and	and	CCONJ
cana-1622	58	10	also	also	ADV
cana-1622	58	11	is	be	AUX
cana-1622	58	12	affected	affect	VERB
cana-1622	58	13	by	by	ADP
cana-1622	58	14	a	a	DET
cana-1622	58	15	variety	variety	NOUN
cana-1622	58	16	of	of	ADP
cana-1622	58	17	elements	element	NOUN
cana-1622	58	18	such	such	ADJ
cana-1622	58	19	like	like	ADP
cana-1622	58	20	distance	distance	NOUN
cana-1622	58	21	,	,	PUNCT
cana-1622	58	22	temperature	temperature	NOUN
cana-1622	58	23	,	,	PUNCT
cana-1622	58	24	and	and	CCONJ
cana-1622	58	25	efficient	efficient	ADJ
cana-1622	58	26	movements	movement	NOUN
cana-1622	58	27	inside	inside	ADP
cana-1622	58	28	the	the	DET
cana-1622	58	29	cuddle	cuddle	NOUN
cana-1622	58	30	.	.	PUNCT
cana-1622	59	1	the	the	DET
cana-1622	59	2	epo	epo	PROPN
cana-1622	59	3	methodology	methodology	NOUN
cana-1622	59	4	was	be	AUX
cana-1622	59	5	founded	found	VERB
cana-1622	59	6	on	on	ADP
cana-1622	59	7	above	above	ADP
cana-1622	59	8	and	and	CCONJ
cana-1622	59	9	other	other	ADJ
cana-1622	59	10	parameters	parameter	NOUN
cana-1622	59	11	,	,	PUNCT
cana-1622	59	12	with	with	ADP
cana-1622	59	13	the	the	DET
cana-1622	59	14	observer	observer	NOUN
cana-1622	59	15	and	and	CCONJ
cana-1622	59	16	update	update	NOUN
cana-1622	59	17	equations	equation	NOUN
cana-1622	59	18	emulating	emulate	VERB
cana-1622	59	19	temperature	temperature	NOUN
cana-1622	59	20	and	and	CCONJ
cana-1622	59	21	distance	distance	NOUN
cana-1622	59	22	,	,	PUNCT
cana-1622	59	23	respectively	respectively	ADV
cana-1622	59	24	.	.	PUNCT
cana-1622	60	1	this	this	DET
cana-1622	60	2	algorithm	algorithm	NOUN
cana-1622	60	3	has	have	AUX
cana-1622	60	4	been	be	AUX
cana-1622	60	5	tested	test	VERB
cana-1622	60	6	on	on	ADP
cana-1622	60	7	several	several	ADJ
cana-1622	60	8	optimization	optimization	NOUN
cana-1622	60	9	problems	problem	NOUN
cana-1622	60	10	and	and	CCONJ
cana-1622	60	11	has	have	AUX
cana-1622	60	12	shown	show	VERB
cana-1622	60	13	to	to	PART
cana-1622	60	14	be	be	AUX
cana-1622	60	15	effective	effective	ADJ
cana-1622	60	16	.	.	PUNCT
cana-1622	61	1	the	the	DET
cana-1622	61	2	basic	basic	ADJ
cana-1622	61	3	goal	goal	NOUN
cana-1622	61	4	of	of	ADP
cana-1622	61	5	emperor	emperor	NOUN
cana-1622	61	6	penguin	penguin	NOUN
cana-1622	61	7	huddling	huddling	NOUN
cana-1622	61	8	is	be	AUX
cana-1622	61	9	just	just	ADV
cana-1622	61	10	to	to	PART
cana-1622	61	11	optimise	optimise	VERB
cana-1622	61	12	the	the	DET
cana-1622	61	13	environmental	environmental	ADJ
cana-1622	61	14	temperatures	temperature	NOUN
cana-1622	61	15	inside	inside	ADP
cana-1622	61	16	the	the	DET
cana-1622	61	17	cuddle	cuddle	NOUN
cana-1622	61	18	and	and	CCONJ
cana-1622	61	19	preserve	preserve	VERB
cana-1622	61	20	energy	energy	NOUN
cana-1622	61	21	.	.	PUNCT
cana-1622	62	1	the	the	DET
cana-1622	62	2	temperature	temperature	NOUN
cana-1622	62	3	t	t	PROPN
cana-1622	62	4	was	be	AUX
cana-1622	62	5	proportional	proportional	ADJ
cana-1622	62	6	towards	towards	ADP
cana-1622	62	7	the	the	DET
cana-1622	62	8	huddle	huddle	NOUN
cana-1622	62	9	polygon	polygon	NOUN
cana-1622	62	10	r	r	NOUN
cana-1622	62	11	circle	circle	NOUN
cana-1622	62	12	,	,	PUNCT
cana-1622	62	13	which	which	PRON
cana-1622	62	14	means	mean	VERB
cana-1622	62	15	that	that	SCONJ
cana-1622	62	16	as	as	ADP
cana-1622	62	17	the	the	DET
cana-1622	62	18	radius	radius	NOUN
cana-1622	62	19	of	of	ADP
cana-1622	62	20	the	the	DET
cana-1622	62	21	huddle	huddle	NOUN
cana-1622	62	22	increases	increase	NOUN
cana-1622	62	23	,	,	PUNCT
cana-1622	62	24	the	the	DET
cana-1622	62	25	temperature	temperature	NOUN
cana-1622	62	26	also	also	ADV
cana-1622	62	27	increases	increase	VERB
cana-1622	62	28	.	.	PUNCT
cana-1622	63	1	𝑇	𝑇	PROPN
cana-1622	63	2	=	=	SYM
cana-1622	63	3	{	{	PUNCT
cana-1622	63	4	0	0	NUM
cana-1622	63	5	.	.	PUNCT
cana-1622	63	6	𝑖𝑓	𝑖𝑓	PROPN
cana-1622	64	1	𝑅	𝑅	NOUN
cana-1622	64	2	>	>	X
cana-1622	64	3	1	1	NUM
cana-1622	64	4	1	1	NUM
cana-1622	64	5	.	.	PUNCT
cana-1622	64	6	𝑖𝑓	𝑖𝑓	VERB
cana-1622	65	1	𝑅	𝑅	NOUN
cana-1622	65	2	<	<	X
cana-1622	65	3	1	1	NUM
cana-1622	65	4	,	,	PUNCT
cana-1622	65	5	(	(	PUNCT
cana-1622	65	6	7	7	NUM
cana-1622	65	7	)	)	PUNCT
cana-1622	65	8	t0is	t0is	NOUN
cana-1622	65	9	a	a	DET
cana-1622	65	10	temperature	temperature	NOUN
cana-1622	65	11	profile	profile	NOUN
cana-1622	65	12	it	it	PRON
cana-1622	65	13	's	be	AUX
cana-1622	65	14	in	in	ADP
cana-1622	65	15	charge	charge	NOUN
cana-1622	65	16	of	of	ADP
cana-1622	65	17	the	the	DET
cana-1622	65	18	drilling	drilling	NOUN
cana-1622	65	19	and	and	CCONJ
cana-1622	65	20	extraction	extraction	NOUN
cana-1622	65	21	procedures	procedure	NOUN
cana-1622	65	22	.	.	PUNCT
cana-1622	66	1	it	it	PRON
cana-1622	66	2	really	really	ADV
cana-1622	66	3	is	be	AUX
cana-1622	66	4	calculated	calculate	VERB
cana-1622	66	5	as	as	SCONJ
cana-1622	66	6	specified	specify	VERB
cana-1622	66	7	:	:	PUNCT
cana-1622	66	8	0	0	NUM
cana-1622	66	9	,	,	PUNCT
cana-1622	66	10	mi	mi	PROPN
cana-1622	66	11	t	t	PROPN
cana-1622	66	12	t	t	PROPN
cana-1622	66	13	ci	ci	PROPN
cana-1622	66	14	mi	mi	PROPN
cana-1622	66	15	=	=	PROPN
cana-1622	67	1	−	−	PROPN
cana-1622	67	2	−	−	PROPN
cana-1622	67	3	(	(	PUNCT
cana-1622	67	4	8)	8)	NUM
cana-1622	67	5	communications	communication	NOUN
cana-1622	67	6	on	on	ADP
cana-1622	67	7	applied	apply	VERB
cana-1622	67	8	nonlinear	nonlinear	ADJ
cana-1622	67	9	analysis	analysis	NOUN
cana-1622	67	10	issn	issn	NOUN
cana-1622	67	11	:	:	PUNCT
cana-1622	67	12	1074	1074	NUM
cana-1622	67	13	-	-	PUNCT
cana-1622	67	14	133x	133x	NUM
cana-1622	67	15	vol	vol	NOUN
cana-1622	67	16	32	32	NUM
cana-1622	67	17	no	no	NOUN
cana-1622	67	18	.	.	NOUN
cana-1622	67	19	1	1	NUM
cana-1622	67	20	(	(	PUNCT
cana-1622	67	21	2025	2025	NUM
cana-1622	67	22	)	)	PUNCT
cana-1622	67	23	76	76	NUM
cana-1622	67	24	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	67	25	where	where	SCONJ
cana-1622	67	26	0	0	NUM
cana-1622	67	27	t	t	PROPN
cana-1622	67	28	represents	represent	VERB
cana-1622	67	29	the	the	DET
cana-1622	67	30	temperature	temperature	NOUN
cana-1622	67	31	distributions	distribution	NOUN
cana-1622	67	32	surrounding	surround	VERB
cana-1622	67	33	the	the	DET
cana-1622	67	34	cluster	cluster	NOUN
cana-1622	67	35	,	,	PUNCT
cana-1622	67	36	mi	mi	PROPN
cana-1622	67	37	represents	represent	VERB
cana-1622	67	38	the	the	DET
cana-1622	67	39	maximal	maximal	ADJ
cana-1622	67	40	quantity	quantity	NOUN
cana-1622	67	41	of	of	ADP
cana-1622	67	42	repetitions	repetition	NOUN
cana-1622	67	43	,	,	PUNCT
cana-1622	67	44	and	and	CCONJ
cana-1622	67	45	represents	represent	VERB
cana-1622	67	46	the	the	DET
cana-1622	67	47	current	current	ADJ
cana-1622	67	48	iteration	iteration	NOUN
cana-1622	67	49	ci	ci	NOUN
cana-1622	67	50	.	.	PUNCT
cana-1622	68	1	the	the	DET
cana-1622	68	2	separation	separation	NOUN
cana-1622	68	3	among	among	ADP
cana-1622	68	4	the	the	DET
cana-1622	68	5	best	well	ADV
cana-1622	68	6	-	-	PUNCT
cana-1622	68	7	determined	determine	VERB
cana-1622	68	8	optimum	optimum	ADJ
cana-1622	68	9	approach	approach	NOUN
cana-1622	68	10	and	and	CCONJ
cana-1622	68	11	the	the	DET
cana-1622	68	12	emperor	emperor	NOUN
cana-1622	68	13	penguin	penguin	NOUN
cana-1622	68	14	whenever	whenever	SCONJ
cana-1622	68	15	the	the	DET
cana-1622	68	16	huddle	huddle	NOUN
cana-1622	68	17	boundary	boundary	NOUN
cana-1622	68	18	was	be	AUX
cana-1622	68	19	formed	form	VERB
cana-1622	68	20	,	,	PUNCT
cana-1622	68	21	d	d	PRON
cana-1622	68	22	gets	get	AUX
cana-1622	68	23	calculated	calculate	VERB
cana-1622	68	24	.	.	PUNCT
cana-1622	69	1	,	,	PUNCT
cana-1622	69	2	(	(	PUNCT
cana-1622	69	3	)	)	PUNCT
cana-1622	69	4	(	(	PUNCT
cana-1622	69	5	)	)	PUNCT
cana-1622	69	6	)	)	PUNCT
cana-1622	69	7	.	.	PUNCT
cana-1622	70	1	(	(	PUNCT
cana-1622	70	2	.epd	.epd	NOUN
cana-1622	70	3	s	s	VERB
cana-1622	70	4	a	a	DET
cana-1622	70	5	p	p	X
cana-1622	70	6	x	x	X
cana-1622	70	7	c	c	PROPN
cana-1622	70	8	p	p	NOUN
cana-1622	70	9	x=	x=	PUNCT
cana-1622	71	1	−	−	PROPN
cana-1622	71	2	(	(	PUNCT
cana-1622	71	3	9	9	NUM
cana-1622	71	4	)	)	PUNCT
cana-1622	71	5	where	where	SCONJ
cana-1622	71	6	,	,	PUNCT
cana-1622	71	7	(	(	PUNCT
cana-1622	71	8	)	)	PUNCT
cana-1622	71	9	s	s	VERB
cana-1622	71	10	a	a	DET
cana-1622	71	11	denotes	denote	NOUN
cana-1622	71	12	emperor	emperor	NOUN
cana-1622	71	13	penguin	penguin	NOUN
cana-1622	71	14	social	social	ADJ
cana-1622	71	15	forces	force	NOUN
cana-1622	71	16	.	.	PUNCT
cana-1622	72	1	(	(	PUNCT
cana-1622	72	2	)	)	PUNCT
cana-1622	72	3	p	p	NOUN
cana-1622	72	4	x	x	NOUN
cana-1622	72	5	signifies	signify	VERB
cana-1622	72	6	the	the	DET
cana-1622	72	7	emperor	emperor	NOUN
cana-1622	72	8	penguin	penguin	NOUN
cana-1622	72	9	's	's	PART
cana-1622	72	10	current	current	ADJ
cana-1622	72	11	position	position	NOUN
cana-1622	72	12	vector	vector	NOUN
cana-1622	72	13	.	.	PUNCT
cana-1622	73	1	𝐴	𝐴	PROPN
cana-1622	73	2	,	,	PUNCT
cana-1622	73	3	𝐶denotes	𝐶denotes	PROPN
cana-1622	73	4	neighbour	neighbour	ADJ
cana-1622	73	5	anti	anti	ADJ
cana-1622	73	6	-	-	ADJ
cana-1622	73	7	collision	collision	ADJ
cana-1622	73	8	factors	factor	NOUN
cana-1622	73	9	.	.	PUNCT
cana-1622	74	1	(	(	PUNCT
cana-1622	74	2	)	)	PUNCT
cana-1622	74	3	epp	epp	PROPN
cana-1622	74	4	x	x	PROPN
cana-1622	74	5	signifies	signify	VERB
cana-1622	74	6	the	the	DET
cana-1622	74	7	vector	vector	NOUN
cana-1622	74	8	of	of	ADP
cana-1622	74	9	most	most	ADJ
cana-1622	74	10	optimum	optimum	ADJ
cana-1622	74	11	solutions	solution	NOUN
cana-1622	74	12	discovered	discover	VERB
cana-1622	74	13	.	.	PUNCT
cana-1622	75	1	a	a	PRON
cana-1622	75	2	and	and	CCONJ
cana-1622	75	3	c	c	NOUN
cana-1622	75	4	are	be	AUX
cana-1622	75	5	in	in	ADP
cana-1622	75	6	charge	charge	NOUN
cana-1622	75	7	of	of	ADP
cana-1622	75	8	fine	fine	ADV
cana-1622	75	9	-	-	PUNCT
cana-1622	75	10	tuning	tune	VERB
cana-1622	75	11	the	the	DET
cana-1622	75	12	distance	distance	NOUN
cana-1622	75	13	d	d	NOUN
cana-1622	75	14	,	,	PUNCT
cana-1622	75	15	and	and	CCONJ
cana-1622	75	16	they	they	PRON
cana-1622	75	17	may	may	AUX
cana-1622	75	18	be	be	AUX
cana-1622	75	19	computed	compute	VERB
cana-1622	75	20	using	use	VERB
cana-1622	75	21	the	the	DET
cana-1622	75	22	following	follow	VERB
cana-1622	75	23	equations	equation	NOUN
cana-1622	75	24	:	:	PUNCT
cana-1622	75	25	1,c	1,c	NUM
cana-1622	75	26	rand=	rand=	NUM
cana-1622	75	27	(	(	PUNCT
cana-1622	75	28	10	10	NUM
cana-1622	75	29	)	)	PUNCT
cana-1622	75	30	0	0	NUM
cana-1622	75	31	2	2	NUM
cana-1622	75	32	0	0	NUM
cana-1622	75	33	)	)	PUNCT
cana-1622	75	34	(	(	PUNCT
cana-1622	75	35	,	,	PUNCT
cana-1622	75	36	(	(	PUNCT
cana-1622	75	37	)	)	PUNCT
cana-1622	75	38	ga	ga	PROPN
cana-1622	75	39	m	m	PROPN
cana-1622	75	40	t	t	PROPN
cana-1622	75	41	p	p	X
cana-1622	75	42	ac	ac	PROPN
cana-1622	75	43	rand	rand	PROPN
cana-1622	75	44	t=	t=	PROPN
cana-1622	76	1			PROPN
cana-1622	77	1	+	+	CCONJ
cana-1622	77	2			PROPN
cana-1622	77	3	−	−	PROPN
cana-1622	77	4	(	(	PUNCT
cana-1622	77	5	11	11	NUM
cana-1622	77	6	)	)	PUNCT
cana-1622	77	7	)	)	PUNCT
cana-1622	78	1	,	,	PUNCT
cana-1622	78	2	(	(	PUNCT
cana-1622	78	3	(	(	PUNCT
cana-1622	78	4	)	)	PUNCT
cana-1622	78	5	(	(	PUNCT
cana-1622	78	6	)	)	PUNCT
cana-1622	78	7	g	g	PROPN
cana-1622	78	8	epp	epp	PROPN
cana-1622	78	9	ac	ac	PROPN
cana-1622	79	1	p	p	PROPN
cana-1622	79	2	x	x	X
cana-1622	79	3	p	p	X
cana-1622	79	4	x=	x=	PROPN
cana-1622	80	1	−	−	PROPN
cana-1622	80	2	(	(	PUNCT
cana-1622	80	3	12	12	NUM
cana-1622	80	4	)	)	PUNCT
cana-1622	80	5	where,𝑀	where,𝑀	NOUN
cana-1622	80	6	is	be	AUX
cana-1622	80	7	the	the	DET
cana-1622	80	8	mobility	mobility	NOUN
cana-1622	80	9	parameter	parameter	NOUN
cana-1622	80	10	that	that	PRON
cana-1622	80	11	maintains	maintain	VERB
cana-1622	80	12	a	a	DET
cana-1622	80	13	collision	collision	NOUN
cana-1622	80	14	distance	distance	NOUN
cana-1622	80	15	between	between	ADP
cana-1622	80	16	search	search	NOUN
cana-1622	80	17	agents	agent	NOUN
cana-1622	80	18	’	'	PUNCT
cana-1622	80	19	avoidance	avoidance	NOUN
cana-1622	80	20	.	.	PUNCT
cana-1622	81	1	the	the	DET
cana-1622	81	2	polygon	polygon	PROPN
cana-1622	81	3	grid	grid	NOUN
cana-1622	81	4	accuracy	accuracy	NOUN
cana-1622	81	5	is	be	AUX
cana-1622	81	6	defined	define	VERB
cana-1622	81	7	as	as	ADP
cana-1622	81	8	(	(	PUNCT
cana-1622	81	9	)	)	PUNCT
cana-1622	81	10	gp	gp	NOUN
cana-1622	81	11	ac	ac	NOUN
cana-1622	81	12	by	by	ADP
cana-1622	81	13	comparing	compare	VERB
cana-1622	81	14	the	the	DET
cana-1622	81	15	difference	difference	NOUN
cana-1622	81	16	between	between	ADP
cana-1622	81	17	emperor	emperor	NOUN
cana-1622	81	18	and	and	CCONJ
cana-1622	81	19	penguins	penguin	NOUN
cana-1622	81	20	.	.	PUNCT
cana-1622	82	1	the	the	DET
cana-1622	82	2	calculation	calculation	NOUN
cana-1622	82	3	of	of	ADP
cana-1622	82	4	s(a	s(a	PROPN
cana-1622	82	5	)	)	PUNCT
cana-1622	82	6	,	,	PUNCT
cana-1622	82	7	which	which	PRON
cana-1622	82	8	directs	direct	VERB
cana-1622	82	9	the	the	DET
cana-1622	82	10	optimal	optimal	ADJ
cana-1622	82	11	search	search	NOUN
cana-1622	82	12	agent	agent	NOUN
cana-1622	82	13	towards	towards	ADP
cana-1622	82	14	the	the	DET
cana-1622	82	15	best	good	ADJ
cana-1622	82	16	direction	direction	NOUN
cana-1622	82	17	,	,	PUNCT
cana-1622	82	18	can	can	AUX
cana-1622	82	19	be	be	AUX
cana-1622	82	20	determined	determine	VERB
cana-1622	82	21	using	use	VERB
cana-1622	82	22	equation	equation	NOUN
cana-1622	82	23	(	(	PUNCT
cana-1622	82	24	13	13	NUM
cana-1622	82	25	)	)	PUNCT
cana-1622	82	26	.	.	PUNCT
cana-1622	83	1	on	on	ADP
cana-1622	83	2	the	the	DET
cana-1622	83	3	other	other	ADJ
cana-1622	83	4	hand	hand	NOUN
cana-1622	83	5	,	,	PUNCT
cana-1622	83	6	equation	equation	NOUN
cana-1622	83	7	(	(	PUNCT
cana-1622	83	8	14	14	NUM
cana-1622	83	9	)	)	PUNCT
cana-1622	83	10	is	be	AUX
cana-1622	83	11	used	use	VERB
cana-1622	83	12	to	to	PART
cana-1622	83	13	update	update	VERB
cana-1622	83	14	the	the	DET
cana-1622	83	15	position	position	NOUN
cana-1622	83	16	of	of	ADP
cana-1622	83	17	the	the	DET
cana-1622	83	18	search	search	NOUN
cana-1622	83	19	agent	agent	NOUN
cana-1622	83	20	.	.	PUNCT
cana-1622	84	1	(	(	PUNCT
cana-1622	84	2	)	)	PUNCT
cana-1622	84	3	2	2	NUM
cana-1622	84	4	/	/	SYM
cana-1622	84	5	,	,	PUNCT
cana-1622	84	6	(	(	PUNCT
cana-1622	84	7	)	)	PUNCT
cana-1622	84	8	.	.	PUNCT
cana-1622	85	1	x	x	X
cana-1622	85	2	l	l	NOUN
cana-1622	85	3	xs	xs	PROPN
cana-1622	85	4	a	a	DET
cana-1622	85	5	f	f	X
cana-1622	85	6	e	e	X
cana-1622	85	7	e−	e−	PROPN
cana-1622	85	8	−=	−=	ADP
cana-1622	85	9	−	−	PROPN
cana-1622	85	10	(	(	PUNCT
cana-1622	85	11	13	13	NUM
cana-1622	85	12	)	)	PUNCT
cana-1622	85	13	,	,	PUNCT
cana-1622	85	14	(	(	PUNCT
cana-1622	85	15	(	(	PUNCT
cana-1622	85	16	)	)	PUNCT
cana-1622	85	17	1	1	X
cana-1622	85	18	)	)	PUNCT
cana-1622	85	19	epp	epp	NOUN
cana-1622	86	1	x	x	PROPN
cana-1622	86	2	p	p	X
cana-1622	86	3	x	x	X
cana-1622	86	4	a	a	DET
cana-1622	86	5	d+	d+	NOUN
cana-1622	86	6	=	=	SYM
cana-1622	86	7	−	−	PROPN
cana-1622	86	8			NOUN
cana-1622	86	9	(	(	PUNCT
cana-1622	86	10	14	14	NUM
cana-1622	86	11	)	)	PUNCT
cana-1622	86	12	where	where	SCONJ
cana-1622	86	13	f	f	PROPN
cana-1622	86	14	and	and	CCONJ
cana-1622	86	15	l	l	PROPN
cana-1622	86	16	are	be	AUX
cana-1622	86	17	parameters	parameter	NOUN
cana-1622	86	18	that	that	PRON
cana-1622	86	19	influence	influence	VERB
cana-1622	86	20	exploration	exploration	NOUN
cana-1622	86	21	and	and	CCONJ
cana-1622	86	22	exploitation	exploitation	NOUN
cana-1622	86	23	.	.	PUNCT
cana-1622	87	1	p(x+1	p(x+1	NOUN
cana-1622	87	2	)	)	PUNCT
cana-1622	87	3	indicates	indicate	VERB
cana-1622	87	4	the	the	DET
cana-1622	87	5	emperor	emperor	NOUN
cana-1622	87	6	penguin	penguin	NOUN
cana-1622	87	7	's	's	PART
cana-1622	87	8	next	next	ADJ
cana-1622	87	9	updated	update	VERB
cana-1622	87	10	position	position	NOUN
cana-1622	87	11	.	.	PUNCT
cana-1622	88	1	table	table	NOUN
cana-1622	88	2	1	1	NUM
cana-1622	88	3	shows	show	VERB
cana-1622	88	4	the	the	DET
cana-1622	88	5	proposed	propose	VERB
cana-1622	88	6	values	value	NOUN
cana-1622	88	7	for	for	ADP
cana-1622	88	8	the	the	DET
cana-1622	88	9	parameters	parameter	NOUN
cana-1622	88	10	utilised	utilise	VERB
cana-1622	88	11	in	in	ADP
cana-1622	88	12	the	the	DET
cana-1622	88	13	epo	epo	PROPN
cana-1622	88	14	algorithm	algorithm	NOUN
cana-1622	88	15	,	,	PUNCT
cana-1622	88	16	according	accord	VERB
cana-1622	88	17	to	to	ADP
cana-1622	88	18	[	[	X
cana-1622	88	19	1	1	NUM
cana-1622	88	20	]	]	PUNCT
cana-1622	88	21	.	.	PUNCT
cana-1622	89	1	figure	figure	NOUN
cana-1622	89	2	3	3	NUM
cana-1622	89	3	depicts	depict	VERB
cana-1622	89	4	the	the	DET
cana-1622	89	5	“	"	PUNCT
cana-1622	89	6	flow	flow	NOUN
cana-1622	89	7	chart	chart	NOUN
cana-1622	89	8	of	of	ADP
cana-1622	89	9	the	the	DET
cana-1622	89	10	epo	epo	PROPN
cana-1622	89	11	algorithm	algorithm	PROPN
cana-1622	89	12	”	"	PUNCT
cana-1622	89	13	,	,	PUNCT
cana-1622	89	14	whereas	whereas	SCONJ
cana-1622	89	15	following	follow	VERB
cana-1622	89	16	are	be	AUX
cana-1622	89	17	the	the	DET
cana-1622	89	18	major	major	ADJ
cana-1622	89	19	processes	process	NOUN
cana-1622	89	20	in	in	ADP
cana-1622	89	21	executing	execute	VERB
cana-1622	89	22	epo	epo	NOUN
cana-1622	89	23	:	:	PUNCT
cana-1622	89	24	communications	communication	NOUN
cana-1622	89	25	on	on	ADP
cana-1622	89	26	applied	apply	VERB
cana-1622	89	27	nonlinear	nonlinear	ADJ
cana-1622	89	28	analysis	analysis	NOUN
cana-1622	89	29	issn	issn	NOUN
cana-1622	89	30	:	:	PUNCT
cana-1622	89	31	1074	1074	NUM
cana-1622	89	32	-	-	PUNCT
cana-1622	89	33	133x	133x	NUM
cana-1622	89	34	vol	vol	NOUN
cana-1622	89	35	32	32	NUM
cana-1622	89	36	no	no	NOUN
cana-1622	89	37	.	.	NOUN
cana-1622	89	38	1	1	NUM
cana-1622	89	39	(	(	PUNCT
cana-1622	89	40	2025	2025	NUM
cana-1622	89	41	)	)	PUNCT
cana-1622	89	42	77	77	NUM
cana-1622	89	43	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	89	44	table	table	NOUN
cana-1622	89	45	1	1	NUM
cana-1622	89	46	:	:	PUNCT
cana-1622	89	47	parameter	parameter	NOUN
cana-1622	89	48	settings	setting	NOUN
cana-1622	89	49	for	for	ADP
cana-1622	89	50	the	the	DET
cana-1622	89	51	emperor	emperor	NOUN
cana-1622	89	52	penguin	penguin	NOUN
cana-1622	89	53	optimizer	optimizer	NOUN
cana-1622	89	54	(	(	PUNCT
cana-1622	89	55	epo	epo	NOUN
cana-1622	89	56	)	)	PUNCT
cana-1622	89	57	algorithm	algorithm	NOUN
cana-1622	90	1	[	[	X
cana-1622	90	2	1	1	NUM
cana-1622	90	3	]	]	PUNCT
cana-1622	90	4	.	.	PUNCT
cana-1622	91	1	parameter	parameter	PROPN
cana-1622	91	2	m	m	PROPN
cana-1622	91	3	rand	rand	PROPN
cana-1622	91	4	1	1	NUM
cana-1622	91	5	rand	rand	NOUN
cana-1622	91	6	2	2	NUM
cana-1622	91	7	f	f	NOUN
cana-1622	91	8	l	l	NOUN
cana-1622	91	9	minimum	minimum	NOUN
cana-1622	91	10	value	value	NOUN
cana-1622	91	11	set	set	VERB
cana-1622	91	12	to	to	ADP
cana-1622	91	13	2	2	NUM
cana-1622	91	14	0	0	NUM
cana-1622	91	15	0	0	NUM
cana-1622	91	16	2	2	NUM
cana-1622	91	17	1.5	1.5	NUM
cana-1622	91	18	maximum	maximum	ADJ
cana-1622	91	19	value	value	NOUN
cana-1622	91	20	1	1	NUM
cana-1622	91	21	1	1	NUM
cana-1622	91	22	3	3	NUM
cana-1622	91	23	2	2	NUM
cana-1622	91	24	step	step	NOUN
cana-1622	91	25	1	1	NUM
cana-1622	91	26	:	:	PUNCT
cana-1622	91	27	set	set	VERB
cana-1622	91	28	the	the	DET
cana-1622	91	29	starting	starting	NOUN
cana-1622	91	30	variables	variable	NOUN
cana-1622	91	31	for	for	ADP
cana-1622	91	32	rand1	rand1	PROPN
cana-1622	91	33	,	,	PUNCT
cana-1622	91	34	rand2	rand2	PROPN
cana-1622	91	35	,	,	PUNCT
cana-1622	91	36	r	r	PROPN
cana-1622	91	37	,	,	PUNCT
cana-1622	91	38	t	t	PROPN
cana-1622	91	39	,	,	PUNCT
cana-1622	91	40	t0	t0	PROPN
cana-1622	91	41	,	,	PUNCT
cana-1622	91	42	a	a	DET
cana-1622	91	43	,	,	PUNCT
cana-1622	91	44	c	c	NOUN
cana-1622	91	45	,	,	PUNCT
cana-1622	91	46	s(a	s(a	PROPN
cana-1622	91	47	)	)	PUNCT
cana-1622	91	48	,	,	PUNCT
cana-1622	91	49	m	m	PROPN
cana-1622	91	50	,	,	PUNCT
cana-1622	91	51	f	f	X
cana-1622	91	52	,	,	PUNCT
cana-1622	91	53	and	and	CCONJ
cana-1622	91	54	l.	l.	PROPN
cana-1622	91	55	step	step	NOUN
cana-1622	91	56	2	2	NUM
cana-1622	91	57	:	:	PUNCT
cana-1622	91	58	produce	produce	VERB
cana-1622	91	59	initial	initial	ADJ
cana-1622	91	60	values	value	NOUN
cana-1622	91	61	for	for	ADP
cana-1622	91	62	important	important	ADJ
cana-1622	91	63	parameters	parameter	NOUN
cana-1622	91	64	p(x	p(x	VERB
cana-1622	91	65	)	)	PUNCT
cana-1622	91	66	and	and	CCONJ
cana-1622	91	67	compute	compute	VERB
cana-1622	91	68	their	their	PRON
cana-1622	91	69	fitness	fitness	NOUN
cana-1622	91	70	values	value	NOUN
cana-1622	91	71	(	(	PUNCT
cana-1622	91	72	objective	objective	ADJ
cana-1622	91	73	function	function	NOUN
cana-1622	91	74	)	)	PUNCT
cana-1622	91	75	.	.	PUNCT
cana-1622	92	1	step	step	NOUN
cana-1622	92	2	3	3	NUM
cana-1622	92	3	:	:	PUNCT
cana-1622	92	4	determine	determine	VERB
cana-1622	92	5	the	the	DET
cana-1622	92	6	best	good	ADJ
cana-1622	92	7	initial	initial	ADJ
cana-1622	92	8	optimum	optimum	ADJ
cana-1622	92	9	solution	solution	NOUN
cana-1622	92	10	based	base	VERB
cana-1622	92	11	on	on	ADP
cana-1622	92	12	the	the	DET
cana-1622	92	13	computed	computed	ADJ
cana-1622	92	14	fitness	fitness	NOUN
cana-1622	92	15	.	.	PUNCT
cana-1622	93	1	step	step	NOUN
cana-1622	93	2	4	4	NUM
cana-1622	93	3	:	:	PUNCT
cana-1622	93	4	begin	begin	VERB
cana-1622	93	5	the	the	DET
cana-1622	93	6	first	first	ADJ
cana-1622	93	7	iteration	iteration	NOUN
cana-1622	93	8	by	by	ADP
cana-1622	93	9	computing	compute	VERB
cana-1622	93	10	the	the	DET
cana-1622	93	11	new	new	PROPN
cana-1622	93	12	t0	t0	PROPN
cana-1622	93	13	,	,	PUNCT
cana-1622	93	14	s(a	s(a	PROPN
cana-1622	93	15	)	)	PUNCT
cana-1622	93	16	,	,	PUNCT
cana-1622	93	17	pg(ac	pg(ac	PROPN
cana-1622	93	18	)	)	PUNCT
cana-1622	93	19	,	,	PUNCT
cana-1622	93	20	and	and	CCONJ
cana-1622	93	21	a	a	DET
cana-1622	93	22	values	value	NOUN
cana-1622	93	23	.	.	PUNCT
cana-1622	94	1	step	step	NOUN
cana-1622	94	2	5	5	NUM
cana-1622	94	3	:	:	PUNCT
cana-1622	94	4	determine	determine	VERB
cana-1622	94	5	the	the	DET
cana-1622	94	6	amount	amount	NOUN
cana-1622	94	7	of	of	ADP
cana-1622	94	8	d	d	NOUN
cana-1622	94	9	and	and	CCONJ
cana-1622	94	10	apply	apply	VERB
cana-1622	94	11	it	it	PRON
cana-1622	94	12	to	to	ADP
cana-1622	94	13	the	the	DET
cana-1622	94	14	best	good	ADJ
cana-1622	94	15	option	option	NOUN
cana-1622	94	16	.	.	PUNCT
cana-1622	95	1	pep(x	pep(x	PROPN
cana-1622	95	2	)	)	PUNCT
cana-1622	95	3	is	be	AUX
cana-1622	95	4	used	use	VERB
cana-1622	95	5	to	to	PART
cana-1622	95	6	compute	compute	VERB
cana-1622	95	7	the	the	DET
cana-1622	95	8	new	new	ADJ
cana-1622	95	9	and	and	CCONJ
cana-1622	95	10	updated	update	VERB
cana-1622	95	11	solutionsp(x+1	solutionsp(x+1	NOUN
cana-1622	95	12	)	)	PUNCT
cana-1622	95	13	.	.	PUNCT
cana-1622	96	1	step	step	NOUN
cana-1622	96	2	6	6	NUM
cana-1622	96	3	:	:	PUNCT
cana-1622	96	4	choose	choose	VERB
cana-1622	96	5	the	the	DET
cana-1622	96	6	greatest	great	ADJ
cana-1622	96	7	new	new	ADJ
cana-1622	96	8	ideal	ideal	ADJ
cana-1622	96	9	solution	solution	NOUN
cana-1622	96	10	and	and	CCONJ
cana-1622	96	11	save	save	VERB
cana-1622	96	12	it	it	PRON
cana-1622	96	13	in	in	ADP
cana-1622	96	14	pep	pep	NOUN
cana-1622	96	15	(	(	PUNCT
cana-1622	96	16	x	x	NOUN
cana-1622	96	17	)	)	PUNCT
cana-1622	96	18	.	.	PUNCT
cana-1622	97	1	moreover	moreover	ADV
cana-1622	97	2	,	,	PUNCT
cana-1622	97	3	save	save	VERB
cana-1622	97	4	the	the	DET
cana-1622	97	5	appropriate	appropriate	ADJ
cana-1622	97	6	best	good	ADJ
cana-1622	97	7	fitness	fitness	NOUN
cana-1622	97	8	.	.	PUNCT
cana-1622	98	1	step	step	NOUN
cana-1622	98	2	7	7	NUM
cana-1622	98	3	:	:	PUNCT
cana-1622	98	4	if	if	SCONJ
cana-1622	98	5	the	the	DET
cana-1622	98	6	iterations	iteration	NOUN
cana-1622	98	7	have	have	AUX
cana-1622	98	8	not	not	PART
cana-1622	98	9	ended	end	VERB
cana-1622	98	10	,	,	PUNCT
cana-1622	98	11	return	return	VERB
cana-1622	98	12	to	to	PART
cana-1622	98	13	step	step	VERB
cana-1622	98	14	4	4	NUM
cana-1622	98	15	and	and	CCONJ
cana-1622	98	16	repeat	repeat	VERB
cana-1622	98	17	until	until	SCONJ
cana-1622	98	18	the	the	DET
cana-1622	98	19	maximum	maximum	ADJ
cana-1622	98	20	number	number	NOUN
cana-1622	98	21	of	of	ADP
cana-1622	98	22	iterations	iteration	NOUN
cana-1622	98	23	has	have	AUX
cana-1622	98	24	been	be	AUX
cana-1622	98	25	achieved	achieve	VERB
cana-1622	98	26	.	.	PUNCT
cana-1622	99	1	step	step	NOUN
cana-1622	99	2	8	8	NUM
cana-1622	99	3	:	:	PUNCT
cana-1622	99	4	examine	examine	VERB
cana-1622	99	5	the	the	DET
cana-1622	99	6	fitness	fitness	NOUN
cana-1622	99	7	array	array	NOUN
cana-1622	99	8	to	to	PART
cana-1622	99	9	discover	discover	VERB
cana-1622	99	10	the	the	DET
cana-1622	99	11	best	good	ADJ
cana-1622	99	12	fitness	fitness	NOUN
cana-1622	99	13	and	and	CCONJ
cana-1622	99	14	present	present	VERB
cana-1622	99	15	the	the	DET
cana-1622	99	16	answer	answer	NOUN
cana-1622	99	17	.	.	PUNCT
cana-1622	100	1	communications	communication	NOUN
cana-1622	100	2	on	on	ADP
cana-1622	100	3	applied	apply	VERB
cana-1622	100	4	nonlinear	nonlinear	ADJ
cana-1622	100	5	analysis	analysis	NOUN
cana-1622	100	6	issn	issn	NOUN
cana-1622	100	7	:	:	PUNCT
cana-1622	100	8	1074	1074	NUM
cana-1622	100	9	-	-	PUNCT
cana-1622	100	10	133x	133x	NUM
cana-1622	100	11	vol	vol	NOUN
cana-1622	100	12	32	32	NUM
cana-1622	100	13	no	no	NOUN
cana-1622	100	14	.	.	NOUN
cana-1622	100	15	1	1	NUM
cana-1622	100	16	(	(	PUNCT
cana-1622	100	17	2025	2025	NUM
cana-1622	100	18	)	)	PUNCT
cana-1622	101	1	78	78	NUM
cana-1622	101	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	101	3	figure	figure	NOUN
cana-1622	101	4	3	3	NUM
cana-1622	101	5	.	.	PUNCT
cana-1622	101	6	flow	flow	VERB
cana-1622	101	7	chart	chart	NOUN
cana-1622	101	8	of	of	ADP
cana-1622	101	9	epo	epo	PROPN
cana-1622	101	10	a.	a.	NOUN
cana-1622	101	11	evaluation	evaluation	NOUN
cana-1622	101	12	of	of	ADP
cana-1622	101	13	complex	complex	ADJ
cana-1622	101	14	network	network	NOUN
cana-1622	101	15	acomplex	acomplex	NOUN
cana-1622	101	16	two	two	NUM
cana-1622	101	17	-	-	PUNCT
cana-1622	101	18	layer	layer	NOUN
cana-1622	101	19	networking	network	VERB
cana-1622	101	20	evaluation	evaluation	NOUN
cana-1622	101	21	was	be	AUX
cana-1622	101	22	created	create	VERB
cana-1622	101	23	,	,	PUNCT
cana-1622	101	24	comprising	comprise	VERB
cana-1622	101	25	a	a	DET
cana-1622	101	26	global	global	ADJ
cana-1622	101	27	networking	networking	NOUN
cana-1622	101	28	examination	examination	NOUN
cana-1622	101	29	conducted	conduct	VERB
cana-1622	101	30	to	to	ADP
cana-1622	101	31	every	every	DET
cana-1622	101	32	nodes	node	NOUN
cana-1622	101	33	as	as	ADV
cana-1622	101	34	well	well	ADV
cana-1622	101	35	as	as	ADP
cana-1622	101	36	a	a	DET
cana-1622	101	37	local	local	ADJ
cana-1622	101	38	system	system	NOUN
cana-1622	101	39	evaluation	evaluation	NOUN
cana-1622	101	40	performed	perform	VERB
cana-1622	101	41	to	to	ADP
cana-1622	101	42	every	every	DET
cana-1622	101	43	node	node	NOUN
cana-1622	101	44	independently	independently	ADV
cana-1622	101	45	(	(	PUNCT
cana-1622	101	46	fig	fig	NOUN
cana-1622	101	47	.	.	PUNCT
cana-1622	101	48	4	4	NUM
cana-1622	101	49	)	)	PUNCT
cana-1622	101	50	.	.	PUNCT
cana-1622	102	1	communications	communication	NOUN
cana-1622	102	2	on	on	ADP
cana-1622	102	3	applied	apply	VERB
cana-1622	102	4	nonlinear	nonlinear	ADJ
cana-1622	102	5	analysis	analysis	NOUN
cana-1622	102	6	issn	issn	NOUN
cana-1622	102	7	:	:	PUNCT
cana-1622	102	8	1074	1074	NUM
cana-1622	102	9	-	-	PUNCT
cana-1622	102	10	133x	133x	NUM
cana-1622	102	11	vol	vol	NOUN
cana-1622	102	12	32	32	NUM
cana-1622	102	13	no	no	NOUN
cana-1622	102	14	.	.	NOUN
cana-1622	102	15	1	1	NUM
cana-1622	102	16	(	(	PUNCT
cana-1622	102	17	2025	2025	NUM
cana-1622	102	18	)	)	PUNCT
cana-1622	102	19	79	79	NUM
cana-1622	102	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	102	21	fig	fig	NOUN
cana-1622	102	22	.	.	PUNCT
cana-1622	103	1	4the	4the	NUM
cana-1622	103	2	connection	connection	NOUN
cana-1622	103	3	among	among	ADP
cana-1622	103	4	global	global	ADJ
cana-1622	103	5	networking	networking	NOUN
cana-1622	103	6	evaluation	evaluation	NOUN
cana-1622	103	7	and	and	CCONJ
cana-1622	103	8	local	local	ADJ
cana-1622	103	9	networks	network	NOUN
cana-1622	103	10	evaluation	evaluation	NOUN
cana-1622	103	11	b.	b.	PROPN
cana-1622	103	12	global	global	PROPN
cana-1622	103	13	network	network	PROPN
cana-1622	103	14	analysis	analysis	NOUN
cana-1622	103	15	the	the	DET
cana-1622	103	16	application	application	NOUN
cana-1622	103	17	of	of	ADP
cana-1622	103	18	global	global	ADJ
cana-1622	103	19	network	network	NOUN
cana-1622	103	20	evaluation	evaluation	NOUN
cana-1622	103	21	can	can	AUX
cana-1622	103	22	be	be	AUX
cana-1622	103	23	useful	useful	ADJ
cana-1622	103	24	in	in	ADP
cana-1622	103	25	identifying	identify	VERB
cana-1622	103	26	crucial	crucial	ADJ
cana-1622	103	27	nodes	node	NOUN
cana-1622	103	28	in	in	ADP
cana-1622	103	29	urban	urban	ADJ
cana-1622	103	30	drainage	drainage	NOUN
cana-1622	103	31	systems	system	NOUN
cana-1622	103	32	.	.	PUNCT
cana-1622	104	1	closeness	closeness	NOUN
cana-1622	104	2	centrality	centrality	NOUN
cana-1622	104	3	,	,	PUNCT
cana-1622	104	4	like	like	ADP
cana-1622	104	5	as	as	ADP
cana-1622	104	6	betweenness	betweenness	NOUN
cana-1622	104	7	centrality	centrality	NOUN
cana-1622	104	8	and	and	CCONJ
cana-1622	104	9	centrality	centrality	NOUN
cana-1622	104	10	measures	measure	NOUN
cana-1622	104	11	[	[	X
cana-1622	104	12	2,5	2,5	NUM
cana-1622	104	13	]	]	PUNCT
cana-1622	104	14	are	be	AUX
cana-1622	104	15	commonly	commonly	ADV
cana-1622	104	16	used	use	VERB
cana-1622	104	17	to	to	PART
cana-1622	104	18	evaluate	evaluate	VERB
cana-1622	104	19	the	the	DET
cana-1622	104	20	role	role	NOUN
cana-1622	104	21	of	of	ADP
cana-1622	104	22	specific	specific	ADJ
cana-1622	104	23	nodes	node	NOUN
cana-1622	104	24	in	in	ADP
cana-1622	104	25	the	the	DET
cana-1622	104	26	network	network	NOUN
cana-1622	104	27	and	and	CCONJ
cana-1622	104	28	their	their	PRON
cana-1622	104	29	impact	impact	NOUN
cana-1622	104	30	on	on	ADP
cana-1622	104	31	the	the	DET
cana-1622	104	32	overall	overall	ADJ
cana-1622	104	33	system	system	NOUN
cana-1622	104	34	.	.	PUNCT
cana-1622	105	1	for	for	ADP
cana-1622	105	2	large	large	ADJ
cana-1622	105	3	water	water	NOUN
cana-1622	105	4	distribution	distribution	NOUN
cana-1622	105	5	systems	system	NOUN
cana-1622	105	6	,	,	PUNCT
cana-1622	105	7	the	the	DET
cana-1622	105	8	demand	demand	NOUN
cana-1622	105	9	can	can	AUX
cana-1622	105	10	be	be	AUX
cana-1622	105	11	estimated	estimate	VERB
cana-1622	105	12	using	use	VERB
cana-1622	105	13	betweenness	betweenness	ADJ
cana-1622	105	14	centrality	centrality	NOUN
cana-1622	106	1	[	[	X
cana-1622	106	2	22	22	NUM
cana-1622	106	3	]	]	PUNCT
cana-1622	106	4	.	.	PUNCT
cana-1622	107	1	in	in	ADP
cana-1622	107	2	sewage	sewage	NOUN
cana-1622	107	3	systems	system	NOUN
cana-1622	107	4	,	,	PUNCT
cana-1622	107	5	the	the	DET
cana-1622	107	6	edge	edge	NOUN
cana-1622	107	7	betweenness	betweenness	NOUN
cana-1622	107	8	centrality	centrality	NOUN
cana-1622	108	1	[	[	X
cana-1622	108	2	8	8	NUM
cana-1622	108	3	]	]	PUNCT
cana-1622	108	4	can	can	AUX
cana-1622	108	5	be	be	AUX
cana-1622	108	6	adjusted	adjust	VERB
cana-1622	108	7	to	to	PART
cana-1622	108	8	indicate	indicate	VERB
cana-1622	108	9	what	what	PRON
cana-1622	108	10	regularly	regularly	ADV
cana-1622	108	11	an	an	DET
cana-1622	108	12	edge	edge	NOUN
cana-1622	108	13	appears	appear	VERB
cana-1622	108	14	inside	inside	ADP
cana-1622	108	15	the	the	DET
cana-1622	108	16	quickest	quick	ADJ
cana-1622	108	17	route	route	NOUN
cana-1622	108	18	among	among	ADP
cana-1622	108	19	the	the	DET
cana-1622	108	20	supply	supply	NOUN
cana-1622	108	21	vertices	vertice	VERB
cana-1622	108	22	as	as	ADV
cana-1622	108	23	well	well	ADV
cana-1622	108	24	as	as	ADP
cana-1622	108	25	the	the	DET
cana-1622	108	26	output	output	NOUN
cana-1622	108	27	.	.	PUNCT
cana-1622	109	1	the	the	DET
cana-1622	109	2	research	research	NOUN
cana-1622	109	3	makes	make	VERB
cana-1622	109	4	specific	specific	ADJ
cana-1622	109	5	changes	change	NOUN
cana-1622	109	6	towards	towards	ADP
cana-1622	109	7	the	the	DET
cana-1622	109	8	centrality	centrality	NOUN
cana-1622	109	9	measurements	measurement	NOUN
cana-1622	109	10	.	.	PUNCT
cana-1622	110	1	betweenness	betweenness	ADJ
cana-1622	110	2	centrality	centrality	NOUN
cana-1622	110	3	was	be	AUX
cana-1622	110	4	characterised	characterise	VERB
cana-1622	110	5	by	by	ADP
cana-1622	110	6	the	the	DET
cana-1622	110	7	frequency	frequency	NOUN
cana-1622	110	8	that	that	SCONJ
cana-1622	110	9	a	a	DET
cana-1622	110	10	particular	particular	ADJ
cana-1622	110	11	node	node	NOUN
cana-1622	110	12	emerges	emerge	VERB
cana-1622	110	13	upon	upon	SCONJ
cana-1622	110	14	that	that	DET
cana-1622	110	15	network	network	NOUN
cana-1622	110	16	's	's	PART
cana-1622	110	17	smallest	small	ADJ
cana-1622	110	18	route	route	NOUN
cana-1622	110	19	.	.	PUNCT
cana-1622	111	1	closeness	closeness	NOUN
cana-1622	111	2	centrality	centrality	NOUN
cana-1622	111	3	,	,	PUNCT
cana-1622	111	4	on	on	ADP
cana-1622	111	5	the	the	DET
cana-1622	111	6	opposite	opposite	ADJ
cana-1622	111	7	hand	hand	NOUN
cana-1622	111	8	,	,	PUNCT
cana-1622	111	9	was	be	AUX
cana-1622	111	10	determined	determine	VERB
cana-1622	111	11	as	as	ADP
cana-1622	111	12	such	such	ADJ
cana-1622	111	13	average	average	ADJ
cana-1622	111	14	distances	distance	NOUN
cana-1622	111	15	from	from	ADP
cana-1622	111	16	a	a	DET
cana-1622	111	17	nodes	node	NOUN
cana-1622	111	18	towards	towards	ADP
cana-1622	111	19	the	the	DET
cana-1622	111	20	exit	exit	NOUN
cana-1622	111	21	.	.	PUNCT
cana-1622	112	1	these	these	DET
cana-1622	112	2	modifications	modification	NOUN
cana-1622	112	3	can	can	AUX
cana-1622	112	4	help	help	VERB
cana-1622	112	5	to	to	PART
cana-1622	112	6	further	far	ADV
cana-1622	112	7	analyze	analyze	VERB
cana-1622	112	8	and	and	CCONJ
cana-1622	112	9	identify	identify	VERB
cana-1622	112	10	the	the	DET
cana-1622	112	11	“	"	PUNCT
cana-1622	112	12	critical	critical	ADJ
cana-1622	112	13	nodes	node	NOUN
cana-1622	112	14	inside	inside	ADP
cana-1622	112	15	the	the	DET
cana-1622	112	16	urban	urban	ADJ
cana-1622	112	17	drainage	drainage	NOUN
cana-1622	112	18	system	system	NOUN
cana-1622	112	19	.	.	PUNCT
cana-1622	113	1	(	(	PUNCT
cana-1622	113	2	)	)	PUNCT
cana-1622	113	3	(	(	PUNCT
cana-1622	113	4	)	)	PUNCT
cana-1622	113	5	st	st	PROPN
cana-1622	113	6	b	b	PROPN
cana-1622	113	7	s	s	PROPN
cana-1622	113	8	t	t	PROPN
cana-1622	113	9	v	v	PROPN
cana-1622	113	10	v	v	PROPN
cana-1622	113	11	st	st	PROPN
cana-1622	113	12	v	v	ADP
cana-1622	113	13	c	c	NOUN
cana-1622	113	14	v	v	NOUN
cana-1622	113	15			PROPN
cana-1622	113	16			X
cana-1622	113	17			VERB
cana-1622	113	18			NOUN
cana-1622	113	19	=	=	X
cana-1622	113	20			X
cana-1622	113	21	(	(	PUNCT
cana-1622	113	22	15	15	NUM
cana-1622	113	23	)	)	PUNCT
cana-1622	113	24	𝐶𝑐(𝑣	𝐶𝑐(𝑣	ADJ
cana-1622	113	25	)	)	PUNCT
cana-1622	113	26	=	=	SYM
cana-1622	114	1	1	1	NUM
cana-1622	114	2	∑	∑	ADV
cana-1622	114	3	𝑑𝐺(𝑣,𝑡)𝑡∈𝐺	𝑑𝐺(𝑣,𝑡)𝑡∈𝐺	ADJ
cana-1622	114	4	(	(	PUNCT
cana-1622	114	5	16	16	NUM
cana-1622	114	6	)	)	PUNCT
cana-1622	114	7	𝐼	𝐼	PROPN
cana-1622	114	8	=	=	PUNCT
cana-1622	114	9	𝑤1	𝑤1	VERB
cana-1622	114	10	×	×	PROPN
cana-1622	114	11	𝐶𝐵(𝑣	𝐶𝐵(𝑣	NOUN
cana-1622	114	12	)	)	PUNCT
cana-1622	115	1	+	+	NUM
cana-1622	115	2	𝑤2	𝑤2	NOUN
cana-1622	115	3	×	×	NOUN
cana-1622	115	4	𝐶𝑐(𝑣	𝐶𝑐(𝑣	NOUN
cana-1622	115	5	)	)	PUNCT
cana-1622	115	6	(	(	PUNCT
cana-1622	115	7	17	17	NUM
cana-1622	115	8	)	)	PUNCT
cana-1622	115	9	where	where	SCONJ
cana-1622	115	10	(	(	PUNCT
cana-1622	115	11	)	)	PUNCT
cana-1622	115	12	bc	bc	PROPN
cana-1622	115	13	v	v	PROPN
cana-1622	115	14	is	be	AUX
cana-1622	115	15	the	the	DET
cana-1622	115	16	centrality	centrality	NOUN
cana-1622	115	17	betweenness	betweenness	NOUN
cana-1622	115	18	;	;	PUNCT
cana-1622	115	19	s	s	X
cana-1622	115	20	,	,	PUNCT
cana-1622	115	21	v	v	PROPN
cana-1622	115	22	,	,	PUNCT
cana-1622	115	23	t	t	PROPN
cana-1622	115	24	are	be	AUX
cana-1622	115	25	nodes	node	NOUN
cana-1622	115	26	;	;	PUNCT
cana-1622	115	27	v	v	X
cana-1622	115	28	denotes	denote	VERB
cana-1622	115	29	the	the	DET
cana-1622	115	30	node	node	NOUN
cana-1622	115	31	set	set	NOUN
cana-1622	115	32	;	;	PUNCT
cana-1622	115	33	(	(	PUNCT
cana-1622	115	34	)	)	PUNCT
cana-1622	115	35	st	st	PROPN
cana-1622	115	36	v	v	PROPN
cana-1622	115	37	denotes	denote	VERB
cana-1622	115	38	the	the	DET
cana-1622	115	39	number	number	NOUN
cana-1622	115	40	of	of	ADP
cana-1622	115	41	shortest	short	ADJ
cana-1622	115	42	pathways	pathway	NOUN
cana-1622	115	43	from	from	ADP
cana-1622	115	44	s	s	PRON
cana-1622	115	45	to	to	ADP
cana-1622	115	46	t	t	PROPN
cana-1622	115	47	through	through	ADP
cana-1622	115	48	v	v	NOUN
cana-1622	115	49	;	;	PUNCT
cana-1622	115	50	st	st	NOUN
cana-1622	115	51	denotes	denote	VERB
cana-1622	115	52	the	the	DET
cana-1622	115	53	number	number	NOUN
cana-1622	115	54	of	of	ADP
cana-1622	115	55	shortest	short	ADJ
cana-1622	115	56	paths	path	NOUN
cana-1622	115	57	from	from	ADP
cana-1622	115	58	s	s	PRON
cana-1622	115	59	to	to	ADP
cana-1622	115	60	t	t	PROPN
cana-1622	115	61	;	;	PUNCT
cana-1622	115	62	𝐶𝑐(𝑣	𝐶𝑐(𝑣	X
cana-1622	115	63	)	)	PUNCT
cana-1622	115	64	is	be	AUX
cana-1622	115	65	the	the	DET
cana-1622	115	66	centrality	centrality	NOUN
cana-1622	115	67	of	of	ADP
cana-1622	115	68	proximity	proximity	NOUN
cana-1622	115	69	;	;	PUNCT
cana-1622	115	70	g	g	PROPN
cana-1622	115	71	is	be	AUX
cana-1622	115	72	the	the	DET
cana-1622	115	73	graph	graph	NOUN
cana-1622	115	74	;	;	PUNCT
cana-1622	115	75	𝑑𝐺(𝑣	𝑑𝐺(𝑣	PROPN
cana-1622	115	76	,	,	PUNCT
cana-1622	115	77	𝑡	𝑡	PROPN
cana-1622	115	78	)	)	PUNCT
cana-1622	115	79	is	be	AUX
cana-1622	115	80	the	the	DET
cana-1622	115	81	shortest	short	ADJ
cana-1622	115	82	path	path	NOUN
cana-1622	115	83	linking	link	VERB
cana-1622	115	84	nodes	node	NOUN
cana-1622	115	85	v	v	ADP
cana-1622	115	86	and	and	CCONJ
cana-1622	115	87	t	t	PROPN
cana-1622	115	88	in	in	ADP
cana-1622	115	89	g	g	PROPN
cana-1622	115	90	;	;	PUNCT
cana-1622	115	91	i	i	PRON
cana-1622	115	92	is	be	AUX
cana-1622	115	93	node	node	ADJ
cana-1622	115	94	value	value	NOUN
cana-1622	115	95	;	;	PUNCT
cana-1622	115	96	and	and	CCONJ
cana-1622	115	97	𝑤1and	𝑤1and	PRON
cana-1622	115	98	𝑤2are	𝑤2are	VERB
cana-1622	115	99	weights	weight	NOUN
cana-1622	115	100	calculated	calculate	VERB
cana-1622	115	101	by	by	ADP
cana-1622	115	102	the	the	DET
cana-1622	115	103	analytic	analytic	ADJ
cana-1622	115	104	hierarchy	hierarchy	NOUN
cana-1622	115	105	process	process	NOUN
cana-1622	115	106	.	.	PUNCT
cana-1622	116	1	𝑤1is	𝑤1is	X
cana-1622	116	2	0.2	0.2	NUM
cana-1622	116	3	and	and	CCONJ
cana-1622	116	4	w𝑤2	w𝑤2	NOUN
cana-1622	116	5	is	be	AUX
cana-1622	116	6	0.8	0.8	NUM
cana-1622	116	7	in	in	ADP
cana-1622	116	8	this	this	DET
cana-1622	116	9	investigation	investigation	NOUN
cana-1622	116	10	”	"	PUNCT
cana-1622	116	11	.	.	PUNCT
cana-1622	117	1	analytic	analytic	ADJ
cana-1622	117	2	hierarchy	hierarchy	NOUN
cana-1622	117	3	process	process	NOUN
cana-1622	117	4	analysis	analysis	NOUN
cana-1622	117	5	was	be	AUX
cana-1622	117	6	performed	perform	VERB
cana-1622	117	7	zhang	zhang	PROPN
cana-1622	118	1	[	[	X
cana-1622	118	2	30	30	NUM
cana-1622	118	3	]	]	PUNCT
cana-1622	118	4	.	.	PUNCT
cana-1622	119	1	4	4	X
cana-1622	119	2	.	.	X
cana-1622	119	3	evaluation	evaluation	NOUN
cana-1622	119	4	of	of	ADP
cana-1622	119	5	local	local	ADJ
cana-1622	119	6	network	network	NOUN
cana-1622	119	7	local	local	ADJ
cana-1622	119	8	network	network	NOUN
cana-1622	119	9	evaluation	evaluation	NOUN
cana-1622	119	10	,	,	PUNCT
cana-1622	119	11	that	that	PRON
cana-1622	119	12	comprises	comprise	VERB
cana-1622	119	13	degree	degree	NOUN
cana-1622	119	14	(	(	PUNCT
cana-1622	119	15	d	d	NOUN
cana-1622	119	16	)	)	PUNCT
cana-1622	119	17	,	,	PUNCT
cana-1622	119	18	indegree	indegree	NOUN
cana-1622	119	19	(	(	PUNCT
cana-1622	119	20	ind	ind	NOUN
cana-1622	119	21	)	)	PUNCT
cana-1622	119	22	,	,	PUNCT
cana-1622	119	23	out	out	ADJ
cana-1622	119	24	-	-	PUNCT
cana-1622	119	25	degree	degree	NOUN
cana-1622	119	26	(	(	PUNCT
cana-1622	119	27	outd	outd	PROPN
cana-1622	119	28	)	)	PUNCT
cana-1622	119	29	,	,	PUNCT
cana-1622	119	30	as	as	ADV
cana-1622	119	31	well	well	ADV
cana-1622	119	32	as	as	ADP
cana-1622	119	33	the	the	DET
cana-1622	119	34	maximum	maximum	ADJ
cana-1622	119	35	degree	degree	NOUN
cana-1622	119	36	(	(	PUNCT
cana-1622	119	37	md	md	PROPN
cana-1622	119	38	)	)	PUNCT
cana-1622	119	39	,	,	PUNCT
cana-1622	119	40	was	be	AUX
cana-1622	119	41	a	a	DET
cana-1622	119	42	concentrated	concentrated	ADJ
cana-1622	119	43	evaluation	evaluation	NOUN
cana-1622	119	44	of	of	ADP
cana-1622	119	45	nodes	node	NOUN
cana-1622	119	46	having	have	VERB
cana-1622	119	47	greater	great	ADJ
cana-1622	119	48	scores	score	NOUN
cana-1622	119	49	resulting	result	VERB
cana-1622	119	50	on	on	ADP
cana-1622	119	51	global	global	ADJ
cana-1622	119	52	system	system	NOUN
cana-1622	119	53	evaluation	evaluation	NOUN
cana-1622	119	54	.	.	PUNCT
cana-1622	120	1	the	the	DET
cana-1622	120	2	degree	degree	NOUN
cana-1622	120	3	indicates	indicate	VERB
cana-1622	120	4	how	how	SCONJ
cana-1622	120	5	numerous	numerous	ADJ
cana-1622	120	6	edges	edge	NOUN
cana-1622	120	7	were	be	AUX
cana-1622	120	8	connected	connect	VERB
cana-1622	120	9	toward	toward	ADP
cana-1622	120	10	a	a	DET
cana-1622	120	11	node	node	NOUN
cana-1622	120	12	.	.	PUNCT
cana-1622	121	1	communications	communication	NOUN
cana-1622	121	2	on	on	ADP
cana-1622	121	3	applied	apply	VERB
cana-1622	121	4	nonlinear	nonlinear	ADJ
cana-1622	121	5	analysis	analysis	NOUN
cana-1622	121	6	issn	issn	NOUN
cana-1622	121	7	:	:	PUNCT
cana-1622	121	8	1074	1074	NUM
cana-1622	121	9	-	-	PUNCT
cana-1622	121	10	133x	133x	NUM
cana-1622	121	11	vol	vol	NOUN
cana-1622	121	12	32	32	NUM
cana-1622	121	13	no	no	NOUN
cana-1622	121	14	.	.	NOUN
cana-1622	121	15	1	1	NUM
cana-1622	121	16	(	(	PUNCT
cana-1622	121	17	2025	2025	NUM
cana-1622	121	18	)	)	PUNCT
cana-1622	121	19	80	80	NUM
cana-1622	121	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	121	21	in	in	ADP
cana-1622	121	22	-	-	PUNCT
cana-1622	121	23	degree	degree	NOUN
cana-1622	121	24	represents	represent	VERB
cana-1622	121	25	how	how	SCONJ
cana-1622	121	26	all	all	DET
cana-1622	121	27	those	those	DET
cana-1622	121	28	sides	side	NOUN
cana-1622	121	29	approach	approach	VERB
cana-1622	121	30	the	the	DET
cana-1622	121	31	cluster	cluster	NOUN
cana-1622	121	32	;	;	PUNCT
cana-1622	121	33	out	out	ADJ
cana-1622	121	34	-	-	PUNCT
cana-1622	121	35	degree	degree	NOUN
cana-1622	121	36	represents	represent	VERB
cana-1622	121	37	how	how	SCONJ
cana-1622	121	38	often	often	ADV
cana-1622	121	39	edges	edge	VERB
cana-1622	121	40	leave	leave	VERB
cana-1622	121	41	the	the	DET
cana-1622	121	42	cluster	cluster	NOUN
cana-1622	121	43	;	;	PUNCT
cana-1622	121	44	and	and	CCONJ
cana-1622	121	45	maximal	maximal	ADJ
cana-1622	121	46	degree	degree	NOUN
cana-1622	121	47	represents	represent	VERB
cana-1622	121	48	the	the	DET
cana-1622	121	49	maximal	maximal	ADJ
cana-1622	121	50	amount	amount	NOUN
cana-1622	121	51	of	of	ADP
cana-1622	121	52	edgesthat	edgesthat	PRON
cana-1622	121	53	may	may	AUX
cana-1622	121	54	connect	connect	VERB
cana-1622	121	55	to	to	ADP
cana-1622	121	56	the	the	DET
cana-1622	121	57	node	node	NOUN
cana-1622	121	58	:	:	PUNCT
cana-1622	121	59	in	in	ADP
cana-1622	121	60	outd	outd	NOUN
cana-1622	122	1	d	d	NOUN
cana-1622	122	2	d=	d=	NOUN
cana-1622	123	1	+	+	CCONJ
cana-1622	123	2	(	(	PUNCT
cana-1622	123	3	18	18	NUM
cana-1622	123	4	)	)	PUNCT
cana-1622	123	5	if	if	SCONJ
cana-1622	123	6	d	d	NOUN
cana-1622	123	7	=	=	SYM
cana-1622	123	8	dm	dm	PROPN
cana-1622	123	9	,	,	PUNCT
cana-1622	123	10	redundancies	redundancy	NOUN
cana-1622	123	11	may	may	AUX
cana-1622	123	12	be	be	AUX
cana-1622	123	13	raised	raise	VERB
cana-1622	123	14	;	;	PUNCT
cana-1622	123	15	otherwise	otherwise	ADV
cana-1622	123	16	,	,	PUNCT
cana-1622	123	17	redundancy	redundancy	NOUN
cana-1622	123	18	can	can	AUX
cana-1622	123	19	indeed	indeed	ADV
cana-1622	123	20	be	be	AUX
cana-1622	123	21	enhancedif	enhancedif	VERB
cana-1622	123	22	d	d	X
cana-1622	123	23	<	<	X
cana-1622	123	24	dm	dm	X
cana-1622	123	25	,	,	PUNCT
cana-1622	123	26	.	.	PUNCT
cana-1622	124	1	consider	consider	VERB
cana-1622	124	2	node	node	NOUN
cana-1622	124	3	c	c	PROPN
cana-1622	124	4	in	in	ADP
cana-1622	124	5	fig	fig	NOUN
cana-1622	124	6	.	.	PUNCT
cana-1622	125	1	4	4	NUM
cana-1622	125	2	,	,	PUNCT
cana-1622	125	3	which	which	PRON
cana-1622	125	4	has	have	VERB
cana-1622	125	5	a	a	DET
cana-1622	125	6	greatest	great	ADJ
cana-1622	125	7	severity	severity	NOUN
cana-1622	125	8	of	of	ADP
cana-1622	125	9	3	3	NUM
cana-1622	125	10	;	;	PUNCT
cana-1622	125	11	the	the	DET
cana-1622	125	12	present	present	ADJ
cana-1622	125	13	in	in	ADP
cana-1622	125	14	-	-	PUNCT
cana-1622	125	15	degree	degree	NOUN
cana-1622	125	16	is	be	AUX
cana-1622	125	17	1	1	NUM
cana-1622	125	18	;	;	PUNCT
cana-1622	125	19	the	the	DET
cana-1622	125	20	existing	exist	VERB
cana-1622	125	21	out	out	ADJ
cana-1622	125	22	-	-	PUNCT
cana-1622	125	23	degree	degree	NOUN
cana-1622	125	24	was	be	AUX
cana-1622	125	25	1	1	NUM
cana-1622	125	26	;	;	PUNCT
cana-1622	125	27	there	there	PRON
cana-1622	125	28	seems	seem	VERB
cana-1622	125	29	to	to	PART
cana-1622	125	30	be	be	AUX
cana-1622	125	31	opportunity	opportunity	NOUN
cana-1622	125	32	for	for	ADP
cana-1622	125	33	enhance	enhance	NOUN
cana-1622	125	34	redundancies	redundancy	NOUN
cana-1622	125	35	.	.	PUNCT
cana-1622	126	1	node	node	PROPN
cana-1622	126	2	b	b	PROPN
cana-1622	126	3	has	have	VERB
cana-1622	126	4	no	no	DET
cana-1622	126	5	space	space	NOUN
cana-1622	126	6	for	for	ADP
cana-1622	126	7	redundancy	redundancy	NOUN
cana-1622	126	8	since	since	SCONJ
cana-1622	126	9	it	it	PRON
cana-1622	126	10	's	be	AUX
cana-1622	126	11	able	able	ADJ
cana-1622	126	12	to	to	PART
cana-1622	126	13	have	have	VERB
cana-1622	126	14	a	a	DET
cana-1622	126	15	greatest	great	ADJ
cana-1622	126	16	value	value	NOUN
cana-1622	126	17	of	of	ADP
cana-1622	126	18	4	4	NUM
cana-1622	126	19	,	,	PUNCT
cana-1622	126	20	whereas	whereas	SCONJ
cana-1622	126	21	the	the	DET
cana-1622	126	22	in	in	NOUN
cana-1622	126	23	-	-	PUNCT
cana-1622	126	24	degree	degree	NOUN
cana-1622	126	25	and	and	CCONJ
cana-1622	126	26	out	out	NOUN
cana-1622	126	27	-	-	PUNCT
cana-1622	126	28	degrees	degree	NOUN
cana-1622	126	29	currently	currently	ADV
cana-1622	126	30	are	be	AUX
cana-1622	126	31	3	3	NUM
cana-1622	126	32	and	and	CCONJ
cana-1622	126	33	1	1	NUM
cana-1622	126	34	,	,	PUNCT
cana-1622	126	35	correspondingly	correspondingly	ADV
cana-1622	126	36	.	.	PUNCT
cana-1622	127	1	c.	c.	NOUN
cana-1622	127	2	datasets	dataset	NOUN
cana-1622	127	3	and	and	CCONJ
cana-1622	127	4	the	the	DET
cana-1622	127	5	study	study	NOUN
cana-1622	127	6	area	area	NOUN
cana-1622	127	7	the	the	DET
cana-1622	127	8	study	study	NOUN
cana-1622	127	9	location	location	NOUN
cana-1622	127	10	was	be	AUX
cana-1622	127	11	8.916	8.916	NUM
cana-1622	127	12	km2	km2	NOUN
cana-1622	127	13	in	in	ADP
cana-1622	127	14	size	size	NOUN
cana-1622	127	15	and	and	CCONJ
cana-1622	127	16	also	also	ADV
cana-1622	127	17	is	be	AUX
cana-1622	127	18	positioned	position	VERB
cana-1622	127	19	inside	inside	ADP
cana-1622	127	20	the	the	DET
cana-1622	127	21	eastern	eastern	ADJ
cana-1622	127	22	portion	portion	NOUN
cana-1622	127	23	of	of	ADP
cana-1622	127	24	dongying	dongye	VERB
cana-1622	127	25	city	city	NOUN
cana-1622	127	26	centre	centre	NOUN
cana-1622	127	27	,	,	PUNCT
cana-1622	127	28	shandong	shandong	PROPN
cana-1622	127	29	province	province	PROPN
cana-1622	127	30	,	,	PUNCT
cana-1622	127	31	china	china	PROPN
cana-1622	127	32	(	(	PUNCT
cana-1622	127	33	fig	fig	NOUN
cana-1622	127	34	.	.	PUNCT
cana-1622	127	35	5	5	NUM
cana-1622	127	36	)	)	PUNCT
cana-1622	127	37	.	.	PUNCT
cana-1622	128	1	[	[	X
cana-1622	128	2	20	20	NUM
cana-1622	128	3	]	]	PUNCT
cana-1622	128	4	.	.	PUNCT
cana-1622	129	1	fig	fig	NOUN
cana-1622	129	2	.	.	PUNCT
cana-1622	130	1	5	5	NUM
cana-1622	130	2	location	location	NOUN
cana-1622	130	3	of	of	ADP
cana-1622	130	4	the	the	DET
cana-1622	130	5	study	study	NOUN
cana-1622	130	6	area	area	NOUN
cana-1622	130	7	in	in	ADP
cana-1622	130	8	dongying	dongye	VERB
cana-1622	130	9	city	city	NOUN
cana-1622	130	10	,	,	PUNCT
cana-1622	130	11	shandong	shandong	PROPN
cana-1622	130	12	province	province	PROPN
cana-1622	130	13	,	,	PUNCT
cana-1622	130	14	china	china	PROPN
cana-1622	130	15	.	.	PUNCT
cana-1622	131	1	(	(	PUNCT
cana-1622	131	2	a	a	X
cana-1622	131	3	)	)	PUNCT
cana-1622	131	4	china	china	PROPN
cana-1622	131	5	;	;	PUNCT
cana-1622	131	6	(	(	PUNCT
cana-1622	131	7	b)dongying	b)dongye	VERB
cana-1622	131	8	city	city	NOUN
cana-1622	131	9	;	;	PUNCT
cana-1622	131	10	(	(	PUNCT
cana-1622	131	11	c	c	X
cana-1622	131	12	)	)	PUNCT
cana-1622	131	13	study	study	NOUN
cana-1622	131	14	area	area	NOUN
cana-1622	131	15	basic	basic	ADJ
cana-1622	131	16	graph	graph	NOUN
cana-1622	131	17	for	for	ADP
cana-1622	131	18	hydraulic	hydraulic	ADJ
cana-1622	131	19	analysis	analysis	NOUN
cana-1622	131	20	,	,	PUNCT
cana-1622	131	21	[	[	X
cana-1622	131	22	21	21	NUM
cana-1622	131	23	]	]	PUNCT
cana-1622	131	24	;	;	PUNCT
cana-1622	131	25	the	the	DET
cana-1622	131	26	storm	storm	NOUN
cana-1622	131	27	water	water	NOUN
cana-1622	131	28	management	management	NOUN
cana-1622	131	29	model	model	NOUN
cana-1622	131	30	(	(	PUNCT
cana-1622	131	31	swmm	swmm	NOUN
cana-1622	131	32	)	)	PUNCT
cana-1622	131	33	were	be	AUX
cana-1622	131	34	utilized	utilize	VERB
cana-1622	131	35	.	.	PUNCT
cana-1622	132	1	employing	employ	VERB
cana-1622	132	2	a	a	DET
cana-1622	132	3	digital	digital	ADJ
cana-1622	132	4	method	method	NOUN
cana-1622	132	5	of	of	ADP
cana-1622	132	6	the	the	DET
cana-1622	132	7	elevation	elevation	NOUN
cana-1622	132	8	information	information	NOUN
cana-1622	132	9	and	and	CCONJ
cana-1622	132	10	the	the	DET
cana-1622	132	11	current	current	ADJ
cana-1622	132	12	condition	condition	NOUN
cana-1622	132	13	,	,	PUNCT
cana-1622	132	14	the	the	DET
cana-1622	132	15	characteristics	characteristic	NOUN
cana-1622	132	16	of	of	ADP
cana-1622	132	17	the	the	DET
cana-1622	132	18	sub	sub	NOUN
cana-1622	132	19	catchment	catchment	NOUN
cana-1622	132	20	as	as	ADV
cana-1622	132	21	well	well	ADV
cana-1622	132	22	as	as	ADP
cana-1622	132	23	the	the	DET
cana-1622	132	24	basic	basic	ADJ
cana-1622	132	25	stormwater	stormwater	NOUN
cana-1622	132	26	technology	technology	NOUN
cana-1622	132	27	were	be	AUX
cana-1622	132	28	obtained	obtain	VERB
cana-1622	132	29	[	[	X
cana-1622	132	30	3,11	3,11	NOUN
cana-1622	132	31	]	]	X
cana-1622	132	32	.	.	PUNCT
cana-1622	133	1	the	the	DET
cana-1622	133	2	experimental	experimental	ADJ
cana-1622	133	3	area	area	NOUN
cana-1622	133	4	has	have	VERB
cana-1622	133	5	a	a	DET
cana-1622	133	6	strong	strong	ADJ
cana-1622	133	7	elevation	elevation	NOUN
cana-1622	133	8	inside	inside	ADP
cana-1622	133	9	the	the	DET
cana-1622	133	10	south	south	NOUN
cana-1622	133	11	as	as	ADV
cana-1622	133	12	well	well	ADV
cana-1622	133	13	as	as	ADP
cana-1622	133	14	a	a	DET
cana-1622	133	15	lower	low	ADJ
cana-1622	133	16	elevation	elevation	NOUN
cana-1622	133	17	with	with	ADP
cana-1622	133	18	in	in	ADP
cana-1622	133	19	north	north	NOUN
cana-1622	133	20	.	.	PUNCT
cana-1622	134	1	communications	communication	NOUN
cana-1622	134	2	on	on	ADP
cana-1622	134	3	applied	apply	VERB
cana-1622	134	4	nonlinear	nonlinear	ADJ
cana-1622	134	5	analysis	analysis	NOUN
cana-1622	134	6	issn	issn	NOUN
cana-1622	134	7	:	:	PUNCT
cana-1622	134	8	1074	1074	NUM
cana-1622	134	9	-	-	PUNCT
cana-1622	134	10	133x	133x	NUM
cana-1622	134	11	vol	vol	NOUN
cana-1622	134	12	32	32	NUM
cana-1622	134	13	no	no	NOUN
cana-1622	134	14	.	.	NOUN
cana-1622	134	15	1	1	NUM
cana-1622	134	16	(	(	PUNCT
cana-1622	134	17	2025	2025	NUM
cana-1622	134	18	)	)	PUNCT
cana-1622	134	19	81	81	NUM
cana-1622	134	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	134	21	the	the	DET
cana-1622	134	22	degree	degree	NOUN
cana-1622	134	23	of	of	ADP
cana-1622	134	24	impermeable	impermeable	ADJ
cana-1622	134	25	covering	covering	NOUN
cana-1622	134	26	was	be	AUX
cana-1622	134	27	90.9	90.9	NUM
cana-1622	134	28	%	%	NOUN
cana-1622	134	29	.	.	PUNCT
cana-1622	135	1	researchers	researcher	NOUN
cana-1622	135	2	utilized	utilize	VERB
cana-1622	135	3	elevation	elevation	NOUN
cana-1622	135	4	data	datum	NOUN
cana-1622	135	5	with	with	ADP
cana-1622	135	6	such	such	DET
cana-1622	135	7	a	a	DET
cana-1622	135	8	30	30	NUM
cana-1622	135	9	m	m	NUM
cana-1622	135	10	30	30	NUM
cana-1622	135	11	m	m	NOUN
cana-1622	135	12	resolution	resolution	NOUN
cana-1622	135	13	and	and	CCONJ
cana-1622	135	14	industrial	industrial	ADJ
cana-1622	135	15	usage	usage	NOUN
cana-1622	135	16	information	information	NOUN
cana-1622	135	17	with	with	ADP
cana-1622	135	18	just	just	ADV
cana-1622	135	19	an	an	DET
cana-1622	135	20	accuracy	accuracy	NOUN
cana-1622	135	21	of	of	ADP
cana-1622	135	22	10	10	NUM
cana-1622	135	23	m	m	NOUN
cana-1622	135	24	10	10	NUM
cana-1622	135	25	m.	m.	NOUN
cana-1622	135	26	(	(	PUNCT
cana-1622	135	27	fig	fig	NOUN
cana-1622	135	28	.	.	PUNCT
cana-1622	135	29	6	6	NUM
cana-1622	135	30	)	)	PUNCT
cana-1622	135	31	.	.	PUNCT
cana-1622	136	1	fig	fig	NOUN
cana-1622	136	2	.	.	PUNCT
cana-1622	137	1	6an	6an	ADJ
cana-1622	137	2	illustration	illustration	NOUN
cana-1622	137	3	of	of	ADP
cana-1622	137	4	the	the	DET
cana-1622	137	5	research	research	NOUN
cana-1622	137	6	field	field	NOUN
cana-1622	137	7	.	.	PUNCT
cana-1622	138	1	(	(	PUNCT
cana-1622	138	2	a	a	X
cana-1622	138	3	)	)	PUNCT
cana-1622	138	4	elevation	elevation	NOUN
cana-1622	138	5	of	of	ADP
cana-1622	138	6	the	the	DET
cana-1622	138	7	ground	ground	NOUN
cana-1622	138	8	;	;	PUNCT
cana-1622	138	9	(	(	PUNCT
cana-1622	138	10	b	b	X
cana-1622	138	11	)	)	PUNCT
cana-1622	138	12	land	land	NOUN
cana-1622	138	13	usage	usage	NOUN
cana-1622	138	14	the	the	DET
cana-1622	138	15	entire	entire	ADJ
cana-1622	138	16	extent	extent	NOUN
cana-1622	138	17	of	of	ADP
cana-1622	138	18	the	the	DET
cana-1622	138	19	primary	primary	ADJ
cana-1622	138	20	drainage	drainage	NOUN
cana-1622	138	21	pipeline	pipeline	NOUN
cana-1622	138	22	was	be	AUX
cana-1622	138	23	25,142	25,142	NUM
cana-1622	138	24	m	m	NOUN
cana-1622	138	25	,	,	PUNCT
cana-1622	138	26	as	as	ADV
cana-1622	138	27	well	well	ADV
cana-1622	138	28	as	as	ADP
cana-1622	138	29	the	the	DET
cana-1622	138	30	pipeline	pipeline	NOUN
cana-1622	138	31	thickness	thickness	NOUN
cana-1622	138	32	was	be	AUX
cana-1622	138	33	2.82	2.82	NUM
cana-1622	138	34	km	km	NOUN
cana-1622	138	35	/	/	SYM
cana-1622	138	36	km2	km2	NOUN
cana-1622	138	37	.	.	PUNCT
cana-1622	139	1	the	the	DET
cana-1622	139	2	tunnel	tunnel	NOUN
cana-1622	139	3	's	's	PART
cana-1622	139	4	dia	dia	PROPN
cana-1622	139	5	ranges	range	VERB
cana-1622	139	6	after	after	SCONJ
cana-1622	139	7	300	300	NUM
cana-1622	139	8	through	through	ADP
cana-1622	139	9	up	up	ADP
cana-1622	139	10	to	to	ADP
cana-1622	139	11	a	a	DET
cana-1622	139	12	2000	2000	NUM
cana-1622	139	13	mm.the	mm.the	PRON
cana-1622	139	14	researching	researching	NOUN
cana-1622	139	15	location	location	NOUN
cana-1622	139	16	features	feature	VERB
cana-1622	139	17	ponding	ponde	VERB
cana-1622	139	18	point	point	NOUN
cana-1622	139	19	monitoring	monitor	VERB
cana-1622	139	20	equipment	equipment	NOUN
cana-1622	139	21	also	also	ADV
cana-1622	139	22	a	a	DET
cana-1622	139	23	neighbouring	neighbouring	ADJ
cana-1622	139	24	rain	rain	NOUN
cana-1622	139	25	gauge	gauge	NOUN
cana-1622	139	26	station	station	NOUN
cana-1622	139	27	.	.	PUNCT
cana-1622	140	1	raingauge	raingauge	NOUN
cana-1622	140	2	station	station	NOUN
cana-1622	140	3	noted	note	VERB
cana-1622	140	4	rainfall	rainfall	NOUN
cana-1622	140	5	data	datum	NOUN
cana-1622	140	6	from	from	ADP
cana-1622	140	7	august	august	PROPN
cana-1622	140	8	18	18	NUM
cana-1622	140	9	to	to	ADP
cana-1622	140	10	august	august	PROPN
cana-1622	140	11	20	20	NUM
cana-1622	140	12	,	,	PUNCT
cana-1622	140	13	2018	2018	NUM
cana-1622	140	14	,	,	PUNCT
cana-1622	140	15	and	and	CCONJ
cana-1622	140	16	the	the	DET
cana-1622	140	17	flooding	flooding	NOUN
cana-1622	140	18	depth	depth	NOUN
cana-1622	140	19	data	datum	NOUN
cana-1622	140	20	from	from	ADP
cana-1622	140	21	the	the	DET
cana-1622	140	22	three	three	NUM
cana-1622	140	23	waterlogging	waterlogging	NOUN
cana-1622	140	24	stations	station	NOUN
cana-1622	140	25	were	be	AUX
cana-1622	140	26	utilised	utilise	VERB
cana-1622	140	27	to	to	ADP
cana-1622	140	28	fine	fine	ADJ
cana-1622	140	29	-	-	PUNCT
cana-1622	140	30	tune	tune	NOUN
cana-1622	140	31	the	the	DET
cana-1622	140	32	settings(fig	settings(fig	NOUN
cana-1622	140	33	.	.	PUNCT
cana-1622	141	1	7a	7a	NUM
cana-1622	141	2	)	)	PUNCT
cana-1622	141	3	.	.	PUNCT
cana-1622	142	1	figure	figure	VERB
cana-1622	142	2	7	7	NUM
cana-1622	142	3	depicts	depict	NOUN
cana-1622	142	4	the	the	DET
cana-1622	142	5	rainfall	rainfall	NOUN
cana-1622	142	6	data	datum	NOUN
cana-1622	142	7	utilised	utilise	VERB
cana-1622	142	8	in	in	ADP
cana-1622	142	9	the	the	DET
cana-1622	142	10	research	research	NOUN
cana-1622	142	11	.	.	PUNCT
cana-1622	143	1	(	(	PUNCT
cana-1622	143	2	a	a	X
cana-1622	143	3	)	)	PUNCT
cana-1622	143	4	a	a	DET
cana-1622	143	5	rainfall	rainfall	NOUN
cana-1622	143	6	event	event	NOUN
cana-1622	143	7	was	be	AUX
cana-1622	143	8	utilised	utilise	VERB
cana-1622	143	9	to	to	PART
cana-1622	143	10	calibrate	calibrate	VERB
cana-1622	143	11	the	the	DET
cana-1622	143	12	system	system	NOUN
cana-1622	143	13	;	;	PUNCT
cana-1622	143	14	because	because	SCONJ
cana-1622	143	15	all	all	DET
cana-1622	143	16	errors	error	NOUN
cana-1622	143	17	are	be	AUX
cana-1622	143	18	within	within	ADP
cana-1622	143	19	10	10	NUM
cana-1622	143	20	%	%	NOUN
cana-1622	143	21	,	,	PUNCT
cana-1622	143	22	the	the	DET
cana-1622	143	23	model	model	NOUN
cana-1622	143	24	is	be	AUX
cana-1622	143	25	acceptable	acceptable	ADJ
cana-1622	143	26	as	as	SCONJ
cana-1622	143	27	given	give	VERB
cana-1622	143	28	in	in	ADP
cana-1622	143	29	the	the	DET
cana-1622	143	30	table	table	NOUN
cana-1622	143	31	2	2	NUM
cana-1622	143	32	.	.	PUNCT
cana-1622	143	33	table	table	NOUN
cana-1622	143	34	2the	2the	NUM
cana-1622	143	35	three	three	NUM
cana-1622	143	36	waterlogging	waterlogging	NOUN
cana-1622	143	37	locations	location	NOUN
cana-1622	143	38	'	'	PART
cana-1622	143	39	flooding	flooding	NOUN
cana-1622	143	40	depths	depth	NOUN
cana-1622	143	41	point	point	NOUN
cana-1622	143	42	of	of	ADP
cana-1622	143	43	waterlogging	waterlogging	NOUN
cana-1622	143	44	value	value	NOUN
cana-1622	143	45	observed	observe	VERB
cana-1622	143	46	(	(	PUNCT
cana-1622	143	47	m	m	NOUN
cana-1622	143	48	)	)	PUNCT
cana-1622	143	49	value	value	NOUN
cana-1622	143	50	simulated	simulate	VERB
cana-1622	143	51	(	(	PUNCT
cana-1622	143	52	m	m	NOUN
cana-1622	143	53	)	)	PUNCT
cana-1622	143	54	00	00	NUM
cana-1622	144	1	%	%	NOUN
cana-1622	145	1	|	|	ADV
cana-1622	145	2	1	1	NUM
cana-1622	145	3	|sim	|sim	NOUN
cana-1622	145	4	obs	obs	X
cana-1622	145	5	e	e	PROPN
cana-1622	145	6	obs	obs	PROPN
cana-1622	145	7	v	v	ADP
cana-1622	145	8	v	v	NOUN
cana-1622	145	9	r	r	NOUN
cana-1622	145	10	v	v	NOUN
cana-1622	145	11	−	−	NOUN
cana-1622	145	12	=	=	PUNCT
cana-1622	145	13			NOUN
cana-1622	145	14	1	1	NUM
cana-1622	145	15	0.255	0.255	NUM
cana-1622	145	16	0.261	0.261	NUM
cana-1622	145	17	2.4	2.4	NUM
cana-1622	145	18	%	%	NOUN
cana-1622	145	19	2	2	NUM
cana-1622	145	20	0.238	0.238	NUM
cana-1622	145	21	0.217	0.217	NUM
cana-1622	145	22	8.8	8.8	NUM
cana-1622	145	23	%	%	NOUN
cana-1622	145	24	3	3	NUM
cana-1622	145	25	0.200	0.200	NUM
cana-1622	145	26	0.219	0.219	NUM
cana-1622	145	27	9.5	9.5	NUM
cana-1622	145	28	%	%	NOUN
cana-1622	145	29	where	where	SCONJ
cana-1622	145	30	the	the	DET
cana-1622	145	31	table	table	NOUN
cana-1622	145	32	3	3	NUM
cana-1622	145	33	displays	display	NOUN
cana-1622	145	34	swmm	swmm	NOUN
cana-1622	145	35	's	's	PART
cana-1622	145	36	final	final	ADJ
cana-1622	145	37	calibration	calibration	NOUN
cana-1622	145	38	parameter	parameter	NOUN
cana-1622	145	39	values	value	NOUN
cana-1622	145	40	.	.	PUNCT
cana-1622	146	1	communications	communication	NOUN
cana-1622	146	2	on	on	ADP
cana-1622	146	3	applied	apply	VERB
cana-1622	146	4	nonlinear	nonlinear	ADJ
cana-1622	146	5	analysis	analysis	NOUN
cana-1622	146	6	issn	issn	NOUN
cana-1622	146	7	:	:	PUNCT
cana-1622	146	8	1074	1074	NUM
cana-1622	146	9	-	-	PUNCT
cana-1622	146	10	133x	133x	NUM
cana-1622	146	11	vol	vol	NOUN
cana-1622	146	12	32	32	NUM
cana-1622	146	13	no	no	NOUN
cana-1622	146	14	.	.	NOUN
cana-1622	146	15	1	1	NUM
cana-1622	146	16	(	(	PUNCT
cana-1622	146	17	2025	2025	NUM
cana-1622	146	18	)	)	PUNCT
cana-1622	146	19	82	82	NUM
cana-1622	146	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	146	21	table	table	NOUN
cana-1622	146	22	3characteristics	3characteristics	NUM
cana-1622	146	23	for	for	ADP
cana-1622	146	24	the	the	DET
cana-1622	146	25	storm	storm	NOUN
cana-1622	146	26	water	water	NOUN
cana-1622	146	27	management	management	NOUN
cana-1622	146	28	framework	framework	NOUN
cana-1622	146	29	that	that	PRON
cana-1622	146	30	have	have	AUX
cana-1622	146	31	been	be	AUX
cana-1622	146	32	calibrated	calibrate	VERB
cana-1622	146	33	parameters	parameter	NOUN
cana-1622	146	34	explanation	explanation	VERB
cana-1622	146	35	rateof	rateof	ADJ
cana-1622	146	36	calibration	calibration	NOUN
cana-1622	146	37	n	n	CCONJ
cana-1622	146	38	-	-	PUNCT
cana-1622	146	39	imperv	imperv	ADJ
cana-1622	146	40	manning	manning	NOUN
cana-1622	146	41	's	's	PART
cana-1622	146	42	n	n	NOUN
cana-1622	146	43	for	for	ADP
cana-1622	146	44	the	the	DET
cana-1622	146	45	overland	overland	NOUN
cana-1622	146	46	flowing	flow	VERB
cana-1622	146	47	across	across	ADP
cana-1622	146	48	the	the	DET
cana-1622	146	49	sub	sub	NOUN
cana-1622	146	50	catchment	catchment	NOUN
cana-1622	146	51	's	's	PART
cana-1622	146	52	impervious	impervious	ADJ
cana-1622	146	53	part	part	NOUN
cana-1622	146	54	0.015	0.015	NUM
cana-1622	146	55	n	n	CCONJ
cana-1622	146	56	-	-	PUNCT
cana-1622	146	57	perv	perv	ADJ
cana-1622	146	58	manning	manning	NOUN
cana-1622	146	59	's	's	PART
cana-1622	146	60	n	n	PRON
cana-1622	146	61	governing	govern	VERB
cana-1622	146	62	overland	overland	NOUN
cana-1622	146	63	flowing	flow	VERB
cana-1622	146	64	across	across	ADP
cana-1622	146	65	the	the	DET
cana-1622	146	66	preceding	precede	VERB
cana-1622	146	67	sub	sub	NOUN
cana-1622	146	68	-	-	NOUN
cana-1622	146	69	catchment	catchment	ADJ
cana-1622	146	70	0.28	0.28	NUM
cana-1622	146	71	dstore	dstore	NOUN
cana-1622	146	72	-	-	PUNCT
cana-1622	146	73	imperv	imperv	NOUN
cana-1622	146	74	(	(	PUNCT
cana-1622	146	75	mm	mm	NOUN
cana-1622	146	76	)	)	PUNCT
cana-1622	146	77	depth	depth	NOUN
cana-1622	146	78	for	for	ADP
cana-1622	146	79	depressed	depressed	ADJ
cana-1622	146	80	storing	store	VERB
cana-1622	146	81	upon	upon	SCONJ
cana-1622	146	82	that	that	DET
cana-1622	146	83	sub	sub	NOUN
cana-1622	146	84	catchment	catchment	NOUN
cana-1622	146	85	's	's	PART
cana-1622	146	86	impermeable	impermeable	ADJ
cana-1622	146	87	section	section	NOUN
cana-1622	146	88	1	1	NUM
cana-1622	146	89	dstore	dstore	NOUN
cana-1622	146	90	-	-	PUNCT
cana-1622	146	91	perv	perv	NOUN
cana-1622	146	92	(	(	PUNCT
cana-1622	146	93	mm	mm	NOUN
cana-1622	146	94	)	)	PUNCT
cana-1622	146	95	depression	depression	NOUN
cana-1622	146	96	storage	storage	NOUN
cana-1622	146	97	depth	depth	NOUN
cana-1622	146	98	upon	upon	SCONJ
cana-1622	146	99	this	this	DET
cana-1622	146	100	previous	previous	ADJ
cana-1622	146	101	segment	segment	NOUN
cana-1622	146	102	of	of	ADP
cana-1622	146	103	sub	sub	NOUN
cana-1622	146	104	catch	catch	NOUN
cana-1622	146	105	6	6	NUM
cana-1622	146	106	maxrate	maxrate	NOUN
cana-1622	146	107	(	(	PUNCT
cana-1622	146	108	mm	mm	NOUN
cana-1622	146	109	h1	h1	PROPN
cana-1622	146	110	)	)	PUNCT
cana-1622	146	111	highest	high	ADJ
cana-1622	146	112	horton	horton	PROPN
cana-1622	146	113	curve	curve	NOUN
cana-1622	146	114	infiltrating	infiltrate	VERB
cana-1622	146	115	speed	speed	NOUN
cana-1622	146	116	51	51	NUM
cana-1622	146	117	minrate	minrate	NOUN
cana-1622	146	118	(	(	PUNCT
cana-1622	146	119	mm	mm	PROPN
cana-1622	146	120	h1	h1	PROPN
cana-1622	146	121	)	)	PUNCT
cana-1622	146	122	horton	horton	PROPN
cana-1622	146	123	curve	curve	VERB
cana-1622	146	124	minimum	minimum	NOUN
cana-1622	146	125	infiltration	infiltration	NOUN
cana-1622	146	126	capacity	capacity	NOUN
cana-1622	146	127	3.3	3.3	NUM
cana-1622	146	128	the	the	DET
cana-1622	146	129	verification	verification	NOUN
cana-1622	146	130	findings	finding	NOUN
cana-1622	146	131	demonstrate	demonstrate	VERB
cana-1622	146	132	that	that	SCONJ
cana-1622	146	133	its	its	PRON
cana-1622	146	134	coefficient	coefficient	NOUN
cana-1622	146	135	rewas	rewa	VERB
cana-1622	146	136	larger	large	ADJ
cana-1622	146	137	as	as	ADP
cana-1622	146	138	0.9	0.9	NUM
cana-1622	146	139	,	,	PUNCT
cana-1622	146	140	suggesting	suggest	VERB
cana-1622	146	141	that	that	SCONJ
cana-1622	146	142	its	its	PRON
cana-1622	146	143	model	model	NOUN
cana-1622	146	144	's	's	PART
cana-1622	146	145	reliability	reliability	NOUN
cana-1622	146	146	and	and	CCONJ
cana-1622	146	147	correctness	correctness	NOUN
cana-1622	146	148	meet	meet	NOUN
cana-1622	146	149	requirements	requirement	NOUN
cana-1622	146	150	(	(	PUNCT
cana-1622	146	151	table	table	NOUN
cana-1622	146	152	1	1	NUM
cana-1622	146	153	)	)	PUNCT
cana-1622	146	154	.	.	PUNCT
cana-1622	147	1	the	the	DET
cana-1622	147	2	measured	measure	VERB
cana-1622	147	3	readings	reading	NOUN
cana-1622	147	4	of	of	ADP
cana-1622	147	5	its	its	PRON
cana-1622	147	6	swmm	swmm	NOUN
cana-1622	147	7	characteristics	characteristic	NOUN
cana-1622	147	8	are	be	AUX
cana-1622	147	9	shown	show	VERB
cana-1622	147	10	in	in	ADP
cana-1622	147	11	table	table	NOUN
cana-1622	147	12	2	2	NUM
cana-1622	147	13	.	.	PUNCT
cana-1622	147	14	street	street	NOUN
cana-1622	147	15	systems	system	NOUN
cana-1622	147	16	as	as	ADV
cana-1622	147	17	well	well	ADV
cana-1622	147	18	as	as	ADP
cana-1622	147	19	urban	urban	ADJ
cana-1622	147	20	water	water	NOUN
cana-1622	147	21	systems	system	NOUN
cana-1622	147	22	have	have	VERB
cana-1622	147	23	a	a	DET
cana-1622	147	24	substantial	substantial	ADJ
cana-1622	147	25	correlation	correlation	NOUN
cana-1622	147	26	—	—	PUNCT
cana-1622	147	27	around	around	ADP
cana-1622	147	28	80	80	NUM
cana-1622	147	29	%	%	NOUN
cana-1622	147	30	of	of	ADP
cana-1622	147	31	total	total	ADJ
cana-1622	147	32	sewage	sewage	NOUN
cana-1622	147	33	networks	network	NOUN
cana-1622	147	34	connect	connect	VERB
cana-1622	147	35	with	with	ADP
cana-1622	147	36	50	50	NUM
cana-1622	147	37	%	%	NOUN
cana-1622	147	38	of	of	ADP
cana-1622	147	39	roadway	roadway	NOUN
cana-1622	147	40	networks	network	NOUN
cana-1622	147	41	[	[	X
cana-1622	147	42	13,29	13,29	NUM
cana-1622	147	43	]	]	X
cana-1622	147	44	.	.	PUNCT
cana-1622	148	1	the	the	DET
cana-1622	148	2	arrangement	arrangement	NOUN
cana-1622	148	3	of	of	ADP
cana-1622	148	4	buildings	building	NOUN
cana-1622	148	5	and	and	CCONJ
cana-1622	148	6	roadways	roadway	NOUN
cana-1622	148	7	in	in	ADP
cana-1622	148	8	the	the	DET
cana-1622	148	9	research	research	NOUN
cana-1622	148	10	area	area	NOUN
cana-1622	148	11	is	be	AUX
cana-1622	148	12	used	use	VERB
cana-1622	148	13	to	to	PART
cana-1622	148	14	divide	divide	VERB
cana-1622	148	15	sub	sub	NOUN
cana-1622	148	16	catchments	catchment	NOUN
cana-1622	148	17	.	.	PUNCT
cana-1622	149	1	to	to	PART
cana-1622	149	2	determine	determine	VERB
cana-1622	149	3	the	the	DET
cana-1622	149	4	flow	flow	NOUN
cana-1622	149	5	direction	direction	NOUN
cana-1622	149	6	,	,	PUNCT
cana-1622	149	7	analyses	analysis	NOUN
cana-1622	149	8	of	of	ADP
cana-1622	149	9	space	space	NOUN
cana-1622	149	10	are	be	AUX
cana-1622	149	11	conducted	conduct	VERB
cana-1622	149	12	upon	upon	SCONJ
cana-1622	149	13	that	that	DET
cana-1622	149	14	digital	digital	ADJ
cana-1622	149	15	concept	concept	NOUN
cana-1622	149	16	of	of	ADP
cana-1622	149	17	elevation	elevation	NOUN
cana-1622	149	18	.	.	PUNCT
cana-1622	150	1	drainage	drainage	NOUN
cana-1622	150	2	pipes	pipe	NOUN
cana-1622	150	3	in	in	ADP
cana-1622	150	4	high	high	ADJ
cana-1622	150	5	-	-	PUNCT
cana-1622	150	6	traffic	traffic	NOUN
cana-1622	150	7	locations	location	NOUN
cana-1622	150	8	have	have	VERB
cana-1622	150	9	a	a	DET
cana-1622	150	10	design	design	NOUN
cana-1622	150	11	return	return	NOUN
cana-1622	150	12	period	period	NOUN
cana-1622	150	13	of	of	ADP
cana-1622	150	14	3	3	NUM
cana-1622	150	15	-	-	SYM
cana-1622	150	16	5	5	NUM
cana-1622	150	17	years	year	NOUN
cana-1622	150	18	.	.	PUNCT
cana-1622	151	1	around	around	ADP
cana-1622	151	2	dongying	dongye	VERB
cana-1622	151	3	city	city	NOUN
cana-1622	151	4	,	,	PUNCT
cana-1622	151	5	where	where	SCONJ
cana-1622	151	6	the	the	DET
cana-1622	151	7	research	research	NOUN
cana-1622	151	8	location	location	NOUN
cana-1622	151	9	was	be	AUX
cana-1622	151	10	situated	situate	VERB
cana-1622	151	11	northern	northern	ADJ
cana-1622	151	12	residential	residential	ADJ
cana-1622	151	13	sector	sector	NOUN
cana-1622	151	14	,	,	PUNCT
cana-1622	151	15	which	which	PRON
cana-1622	151	16	is	be	AUX
cana-1622	151	17	a	a	DET
cana-1622	151	18	heavily	heavily	ADV
cana-1622	151	19	populated	populated	ADJ
cana-1622	151	20	residential	residential	ADJ
cana-1622	151	21	neighbourhood	neighbourhood	NOUN
cana-1622	151	22	.	.	PUNCT
cana-1622	152	1	for	for	ADP
cana-1622	152	2	safety	safety	NOUN
cana-1622	152	3	reasons	reason	NOUN
cana-1622	152	4	,	,	PUNCT
cana-1622	152	5	the	the	DET
cana-1622	152	6	5	5	NUM
cana-1622	152	7	-	-	PUNCT
cana-1622	152	8	year	year	NOUN
cana-1622	152	9	returning	return	VERB
cana-1622	152	10	period	period	NOUN
cana-1622	152	11	regarding	regard	VERB
cana-1622	152	12	designing	design	VERB
cana-1622	152	13	pipelines	pipeline	NOUN
cana-1622	152	14	was	be	AUX
cana-1622	152	15	established	establish	VERB
cana-1622	152	16	.	.	PUNCT
cana-1622	153	1	the	the	DET
cana-1622	153	2	hydraulic	hydraulic	ADJ
cana-1622	153	3	evaluation	evaluation	NOUN
cana-1622	153	4	[	[	X
cana-1622	153	5	7,18	7,18	X
cana-1622	153	6	]	]	PUNCT
cana-1622	153	7	in	in	ADP
cana-1622	153	8	its	its	PRON
cana-1622	153	9	urban	urban	ADJ
cana-1622	153	10	draining	drain	VERB
cana-1622	153	11	infrastructure	infrastructure	NOUN
cana-1622	153	12	utilizes	utilize	VERB
cana-1622	153	13	rainfall	rainfall	NOUN
cana-1622	153	14	between	between	ADP
cana-1622	153	15	10and	10and	PROPN
cana-1622	153	16	20	20	NUM
cana-1622	153	17	-	-	PUNCT
cana-1622	153	18	year	year	NOUN
cana-1622	153	19	returning	return	VERB
cana-1622	153	20	intervals	interval	NOUN
cana-1622	153	21	(	(	PUNCT
cana-1622	153	22	see	see	VERB
cana-1622	153	23	fig	fig	NOUN
cana-1622	153	24	.	.	PUNCT
cana-1622	154	1	7b	7b	NOUN
cana-1622	154	2	)	)	PUNCT
cana-1622	154	3	.	.	PUNCT
cana-1622	155	1	the	the	DET
cana-1622	155	2	rainfall	rainfall	NOUN
cana-1622	155	3	volumes	volume	NOUN
cana-1622	155	4	are	be	AUX
cana-1622	155	5	80.7	80.7	NUM
cana-1622	155	6	mm	mm	NOUN
cana-1622	155	7	and	and	CCONJ
cana-1622	155	8	92.3	92.3	NUM
cana-1622	155	9	mm	mm	NOUN
cana-1622	155	10	for	for	ADP
cana-1622	155	11	10and	10and	NOUN
cana-1622	155	12	20	20	NUM
cana-1622	155	13	-	-	PUNCT
cana-1622	155	14	yearsreturning	yearsreturning	ADJ
cana-1622	155	15	intervals	interval	NOUN
cana-1622	155	16	,	,	PUNCT
cana-1622	155	17	correspondingly	correspondingly	ADV
cana-1622	155	18	.	.	PUNCT
cana-1622	156	1	the	the	DET
cana-1622	156	2	rainfall	rainfall	NOUN
cana-1622	156	3	structure	structure	NOUN
cana-1622	156	4	were	be	AUX
cana-1622	156	5	depicted	depict	VERB
cana-1622	156	6	in	in	ADP
cana-1622	156	7	to	to	ADP
cana-1622	156	8	fig	fig	NOUN
cana-1622	156	9	.	.	PUNCT
cana-1622	157	1	7b	7b	NOUN
cana-1622	157	2	using	use	VERB
cana-1622	157	3	dongying	dongye	VERB
cana-1622	157	4	city	city	NOUN
cana-1622	157	5	's	's	PART
cana-1622	157	6	rainstorm	rainstorm	NOUN
cana-1622	157	7	intensity	intensity	NOUN
cana-1622	157	8	calculation	calculation	NOUN
cana-1622	157	9	[	[	X
cana-1622	157	10	4	4	NUM
cana-1622	157	11	]	]	PUNCT
cana-1622	157	12	.	.	PUNCT
cana-1622	158	1	fig	fig	NOUN
cana-1622	158	2	.	.	PUNCT
cana-1622	159	1	7the	7the	PRON
cana-1622	159	2	research	research	NOUN
cana-1622	159	3	made	make	VERB
cana-1622	159	4	utilization	utilization	NOUN
cana-1622	159	5	of	of	ADP
cana-1622	159	6	rainfall	rainfall	NOUN
cana-1622	159	7	data	datum	NOUN
cana-1622	159	8	.	.	PUNCT
cana-1622	160	1	(	(	PUNCT
cana-1622	160	2	b	b	X
cana-1622	160	3	)	)	PUNCT
cana-1622	160	4	create	create	VERB
cana-1622	160	5	a	a	DET
cana-1622	160	6	storm	storm	NOUN
cana-1622	160	7	with	with	ADP
cana-1622	160	8	varied	varied	ADJ
cana-1622	160	9	return	return	NOUN
cana-1622	160	10	times	time	NOUN
cana-1622	160	11	(	(	PUNCT
cana-1622	160	12	5	5	NUM
cana-1622	160	13	,	,	PUNCT
cana-1622	160	14	10	10	NUM
cana-1622	160	15	,	,	PUNCT
cana-1622	160	16	and	and	CCONJ
cana-1622	160	17	20	20	NUM
cana-1622	160	18	years	year	NOUN
cana-1622	160	19	):	):	PUNCT
cana-1622	160	20	2	2	NUM
cana-1622	160	21	-	-	PUNCT
cana-1622	160	22	h	h	NOUN
cana-1622	160	23	hyetograph	hyetograph	ADJ
cana-1622	160	24	layout	layout	NOUN
cana-1622	160	25	communications	communication	NOUN
cana-1622	160	26	on	on	ADP
cana-1622	160	27	applied	apply	VERB
cana-1622	160	28	nonlinear	nonlinear	ADJ
cana-1622	160	29	analysis	analysis	NOUN
cana-1622	160	30	issn	issn	NOUN
cana-1622	160	31	:	:	PUNCT
cana-1622	160	32	1074	1074	NUM
cana-1622	160	33	-	-	PUNCT
cana-1622	160	34	133x	133x	NUM
cana-1622	160	35	vol	vol	NOUN
cana-1622	160	36	32	32	NUM
cana-1622	160	37	no	no	NOUN
cana-1622	160	38	.	.	NOUN
cana-1622	160	39	1	1	NUM
cana-1622	160	40	(	(	PUNCT
cana-1622	160	41	2025	2025	NUM
cana-1622	160	42	)	)	PUNCT
cana-1622	160	43	83	83	NUM
cana-1622	160	44	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	160	45	5	5	NUM
cana-1622	160	46	.	.	NOUN
cana-1622	160	47	results	result	NOUN
cana-1622	160	48	initially	initially	ADV
cana-1622	160	49	,	,	PUNCT
cana-1622	160	50	the	the	DET
cana-1622	160	51	methodology	methodology	NOUN
cana-1622	160	52	and	and	CCONJ
cana-1622	160	53	datasets	dataset	NOUN
cana-1622	160	54	presented	present	VERB
cana-1622	160	55	in	in	ADP
cana-1622	160	56	section	section	NOUN
cana-1622	160	57	4.2	4.2	NUM
cana-1622	160	58	are	be	AUX
cana-1622	160	59	employed	employ	VERB
cana-1622	160	60	to	to	PART
cana-1622	160	61	acquire	acquire	VERB
cana-1622	160	62	the	the	DET
cana-1622	160	63	configuration	configuration	NOUN
cana-1622	160	64	of	of	ADP
cana-1622	160	65	the	the	DET
cana-1622	160	66	nearby	nearby	ADJ
cana-1622	160	67	drainage	drainage	NOUN
cana-1622	160	68	system	system	NOUN
cana-1622	160	69	.	.	PUNCT
cana-1622	161	1	next	next	ADV
cana-1622	161	2	,	,	PUNCT
cana-1622	161	3	its	its	PRON
cana-1622	161	4	hydraulic	hydraulic	ADJ
cana-1622	161	5	effectiveness	effectiveness	NOUN
cana-1622	161	6	relating	relate	VERB
cana-1622	161	7	to	to	ADP
cana-1622	161	8	the	the	DET
cana-1622	161	9	drainage	drainage	NOUN
cana-1622	161	10	network	network	NOUN
cana-1622	161	11	is	be	AUX
cana-1622	161	12	evaluated	evaluate	VERB
cana-1622	161	13	both	both	CCONJ
cana-1622	161	14	prior	prior	ADV
cana-1622	161	15	to	to	ADP
cana-1622	161	16	and	and	CCONJ
cana-1622	161	17	following	follow	VERB
cana-1622	161	18	optimization	optimization	NOUN
cana-1622	161	19	.	.	PUNCT
cana-1622	162	1	finally	finally	ADV
cana-1622	162	2	,	,	PUNCT
cana-1622	162	3	the	the	DET
cana-1622	162	4	performance	performance	NOUN
cana-1622	162	5	of	of	ADP
cana-1622	162	6	the	the	DET
cana-1622	162	7	system	system	NOUN
cana-1622	162	8	is	be	AUX
cana-1622	162	9	scrutinized	scrutinize	VERB
cana-1622	162	10	with	with	ADP
cana-1622	162	11	and	and	CCONJ
cana-1622	162	12	without	without	ADP
cana-1622	162	13	redundancy	redundancy	NOUN
cana-1622	162	14	.	.	PUNCT
cana-1622	163	1	a.	a.	NOUN
cana-1622	164	1	the	the	DET
cana-1622	164	2	design	design	NOUN
cana-1622	164	3	of	of	ADP
cana-1622	164	4	the	the	DET
cana-1622	164	5	urban	urban	ADJ
cana-1622	164	6	drainage	drainage	NOUN
cana-1622	164	7	network	network	NOUN
cana-1622	164	8	the	the	DET
cana-1622	164	9	fundamental	fundamental	ADJ
cana-1622	164	10	diagram	diagram	NOUN
cana-1622	164	11	comprises	comprise	VERB
cana-1622	164	12	a	a	DET
cana-1622	164	13	completely	completely	ADV
cana-1622	164	14	interconnected	interconnected	ADJ
cana-1622	164	15	looped	looped	ADJ
cana-1622	164	16	structure	structure	NOUN
cana-1622	164	17	containing	contain	VERB
cana-1622	164	18	all	all	DET
cana-1622	164	19	potential	potential	ADJ
cana-1622	164	20	conduits	conduit	NOUN
cana-1622	164	21	.	.	PUNCT
cana-1622	165	1	subsequently	subsequently	ADV
cana-1622	165	2	,	,	PUNCT
cana-1622	165	3	utilizing	utilize	VERB
cana-1622	165	4	the	the	DET
cana-1622	165	5	graph	graph	NOUN
cana-1622	165	6	theory	theory	NOUN
cana-1622	165	7	algorithm	algorithm	NOUN
cana-1622	165	8	(	(	PUNCT
cana-1622	165	9	refer	refer	VERB
cana-1622	165	10	to	to	ADP
cana-1622	165	11	section	section	NOUN
cana-1622	165	12	4.2.2.1	4.2.2.1	NUM
cana-1622	165	13	)	)	PUNCT
cana-1622	165	14	and	and	CCONJ
cana-1622	165	15	the	the	DET
cana-1622	165	16	emperor	emperor	NOUN
cana-1622	165	17	penguin	penguin	NOUN
cana-1622	165	18	optimizer	optimizer	NOUN
cana-1622	165	19	(	(	PUNCT
cana-1622	165	20	refer	refer	VERB
cana-1622	165	21	to	to	ADP
cana-1622	165	22	section	section	NOUN
cana-1622	165	23	4.2.2.2	4.2.2.2	NUM
cana-1622	165	24	)	)	PUNCT
cana-1622	165	25	,	,	PUNCT
cana-1622	165	26	the	the	DET
cana-1622	165	27	preliminary	preliminary	ADJ
cana-1622	165	28	optimized	optimize	VERB
cana-1622	165	29	design	design	NOUN
cana-1622	165	30	is	be	AUX
cana-1622	165	31	obtained	obtain	VERB
cana-1622	165	32	,	,	PUNCT
cana-1622	165	33	which	which	PRON
cana-1622	165	34	is	be	AUX
cana-1622	165	35	demonstrated	demonstrate	VERB
cana-1622	165	36	in	in	ADP
cana-1622	165	37	figure	figure	NOUN
cana-1622	165	38	8b	8b	NUM
cana-1622	165	39	.	.	PUNCT
cana-1622	166	1	the	the	DET
cana-1622	166	2	optimized	optimize	VERB
cana-1622	166	3	network	network	NOUN
cana-1622	166	4	's	's	PART
cana-1622	166	5	overall	overall	ADJ
cana-1622	166	6	length	length	NOUN
cana-1622	166	7	measures	measure	NOUN
cana-1622	166	8	23,527	23,527	NUM
cana-1622	166	9	meters	meter	NOUN
cana-1622	166	10	,	,	PUNCT
cana-1622	166	11	with	with	ADP
cana-1622	166	12	a	a	DET
cana-1622	166	13	solitary	solitary	ADJ
cana-1622	166	14	drainage	drainage	NOUN
cana-1622	166	15	outlet	outlet	NOUN
cana-1622	166	16	.	.	PUNCT
cana-1622	167	1	the	the	DET
cana-1622	167	2	system	system	NOUN
cana-1622	167	3	's	's	PART
cana-1622	167	4	pipeline	pipeline	NOUN
cana-1622	167	5	seems	seem	VERB
cana-1622	167	6	to	to	PART
cana-1622	167	7	have	have	VERB
cana-1622	167	8	a	a	DET
cana-1622	167	9	maximal	maximal	ADJ
cana-1622	167	10	dia	dia	NOUN
cana-1622	167	11	of	of	ADP
cana-1622	167	12	about	about	ADV
cana-1622	167	13	2000	2000	NUM
cana-1622	167	14	mm	mm	NOUN
cana-1622	167	15	as	as	ADV
cana-1622	167	16	well	well	ADV
cana-1622	167	17	as	as	ADP
cana-1622	167	18	a	a	DET
cana-1622	167	19	minimal	minimal	ADJ
cana-1622	167	20	dia	dia	PROPN
cana-1622	167	21	of	of	ADP
cana-1622	167	22	about	about	ADV
cana-1622	167	23	300	300	NUM
cana-1622	167	24	mm	mm	NOUN
cana-1622	167	25	.	.	PUNCT
cana-1622	168	1	the	the	DET
cana-1622	168	2	pits	pit	NOUN
cana-1622	168	3	are	be	AUX
cana-1622	168	4	sunk	sink	VERB
cana-1622	168	5	to	to	ADP
cana-1622	168	6	a	a	DET
cana-1622	168	7	depth	depth	NOUN
cana-1622	168	8	of	of	ADP
cana-1622	168	9	at	at	ADP
cana-1622	168	10	least	least	ADJ
cana-1622	168	11	of	of	ADP
cana-1622	168	12	1.0	1.0	NUM
cana-1622	168	13	m	m	NOUN
cana-1622	168	14	and	and	CCONJ
cana-1622	168	15	then	then	ADV
cana-1622	168	16	a	a	DET
cana-1622	168	17	maximal	maximal	ADJ
cana-1622	168	18	depth	depth	NOUN
cana-1622	168	19	of	of	ADP
cana-1622	168	20	about	about	ADV
cana-1622	168	21	6.0	6.0	NUM
cana-1622	168	22	m.	m.	NOUN
cana-1622	168	23	the	the	DET
cana-1622	168	24	layout	layout	NOUN
cana-1622	168	25	of	of	ADP
cana-1622	168	26	any	any	DET
cana-1622	168	27	urban	urban	ADJ
cana-1622	168	28	draining	drain	VERB
cana-1622	168	29	infrastructure	infrastructure	NOUN
cana-1622	168	30	prior	prior	ADV
cana-1622	168	31	to	to	ADP
cana-1622	168	32	improvement	improvement	NOUN
cana-1622	168	33	can	can	AUX
cana-1622	168	34	be	be	AUX
cana-1622	168	35	observed	observe	VERB
cana-1622	168	36	inside	inside	ADP
cana-1622	168	37	figure	figure	NOUN
cana-1622	169	1	8a	8a	NUM
cana-1622	169	2	.	.	PUNCT
cana-1622	169	3	fig	fig	NOUN
cana-1622	169	4	.	.	PUNCT
cana-1622	170	1	8	8	NUM
cana-1622	170	2	dongying	dongying	NOUN
cana-1622	170	3	town	town	NOUN
cana-1622	170	4	's	's	PART
cana-1622	170	5	urban	urban	ADJ
cana-1622	170	6	draining	drain	VERB
cana-1622	170	7	system	system	NOUN
cana-1622	170	8	.	.	PUNCT
cana-1622	171	1	(	(	PUNCT
cana-1622	171	2	a	a	X
cana-1622	171	3	)	)	PUNCT
cana-1622	171	4	pre	pre	X
cana-1622	171	5	optimization	optimization	NOUN
cana-1622	171	6	of	of	ADP
cana-1622	171	7	the	the	DET
cana-1622	171	8	urban	urban	ADJ
cana-1622	171	9	drainage	drainage	NOUN
cana-1622	171	10	system	system	NOUN
cana-1622	171	11	fig	fig	NOUN
cana-1622	171	12	.	.	PUNCT
cana-1622	172	1	8	8	NUM
cana-1622	172	2	urban	urban	ADJ
cana-1622	172	3	drainage	drainage	NOUN
cana-1622	172	4	system	system	NOUN
cana-1622	172	5	of	of	ADP
cana-1622	172	6	dongying	dongye	VERB
cana-1622	172	7	city	city	NOUN
cana-1622	172	8	centre	centre	NOUN
cana-1622	172	9	.	.	PUNCT
cana-1622	173	1	(	(	PUNCT
cana-1622	173	2	b	b	X
cana-1622	173	3	)	)	PUNCT
cana-1622	173	4	early	early	ADJ
cana-1622	173	5	optimization	optimization	NOUN
cana-1622	173	6	of	of	ADP
cana-1622	173	7	the	the	DET
cana-1622	173	8	urban	urban	ADJ
cana-1622	173	9	drainage	drainage	NOUN
cana-1622	173	10	system	system	NOUN
cana-1622	173	11	b.	b.	PROPN
cana-1622	173	12	evaluation	evaluation	NOUN
cana-1622	173	13	of	of	ADP
cana-1622	173	14	hydraulic	hydraulic	ADJ
cana-1622	173	15	performance	performance	NOUN
cana-1622	173	16	under	under	ADP
cana-1622	173	17	the	the	DET
cana-1622	173	18	10and	10and	ADJ
cana-1622	173	19	20	20	NUM
cana-1622	173	20	-	-	PUNCT
cana-1622	173	21	year	year	NOUN
cana-1622	173	22	rainfall	rainfall	NOUN
cana-1622	173	23	conditions	condition	NOUN
cana-1622	173	24	,	,	PUNCT
cana-1622	173	25	an	an	DET
cana-1622	173	26	examination	examination	NOUN
cana-1622	173	27	of	of	ADP
cana-1622	173	28	such	such	ADJ
cana-1622	173	29	hydraulic	hydraulic	ADJ
cana-1622	173	30	efficiency	efficiency	NOUN
cana-1622	173	31	of	of	ADP
cana-1622	173	32	both	both	DET
cana-1622	173	33	the	the	DET
cana-1622	173	34	upgraded	upgrade	VERB
cana-1622	173	35	urban	urban	ADJ
cana-1622	173	36	drainage	drainage	NOUN
cana-1622	173	37	structure	structure	NOUN
cana-1622	173	38	vs	vs	ADP
cana-1622	173	39	the	the	DET
cana-1622	173	40	main	main	ADJ
cana-1622	173	41	drainage	drainage	NOUN
cana-1622	173	42	channels	channel	NOUN
cana-1622	173	43	within	within	ADP
cana-1622	173	44	the	the	DET
cana-1622	173	45	experimental	experimental	ADJ
cana-1622	173	46	region	region	NOUN
cana-1622	173	47	demonstrates	demonstrate	VERB
cana-1622	173	48	that	that	SCONJ
cana-1622	173	49	perhaps	perhaps	ADV
cana-1622	173	50	the	the	DET
cana-1622	173	51	optimised	optimise	VERB
cana-1622	173	52	network	network	NOUN
cana-1622	173	53	decreases	decrease	VERB
cana-1622	173	54	overall	overall	ADJ
cana-1622	173	55	overflowing	overflow	VERB
cana-1622	173	56	volumes	volume	NOUN
cana-1622	173	57	through	through	ADP
cana-1622	173	58	65.7	65.7	NUM
cana-1622	173	59	%	%	NOUN
cana-1622	173	60	and	and	CCONJ
cana-1622	173	61	59.6	59.6	NUM
cana-1622	173	62	%	%	NOUN
cana-1622	173	63	,	,	PUNCT
cana-1622	173	64	correspondingly	correspondingly	ADV
cana-1622	173	65	.	.	PUNCT
cana-1622	174	1	the	the	DET
cana-1622	174	2	enhanced	enhance	VERB
cana-1622	174	3	drainage	drainage	NOUN
cana-1622	174	4	system	system	NOUN
cana-1622	174	5	outperforms	outperform	VERB
cana-1622	174	6	the	the	DET
cana-1622	174	7	old	old	ADJ
cana-1622	174	8	system	system	NOUN
cana-1622	174	9	in	in	ADP
cana-1622	174	10	terms	term	NOUN
cana-1622	174	11	of	of	ADP
cana-1622	174	12	mean	mean	ADJ
cana-1622	174	13	flood	flood	NOUN
cana-1622	174	14	duration	duration	NOUN
cana-1622	174	15	(	(	PUNCT
cana-1622	174	16	mfd	mfd	PROPN
cana-1622	174	17	)	)	PUNCT
cana-1622	174	18	in	in	ADP
cana-1622	174	19	the	the	DET
cana-1622	174	20	table	table	NOUN
cana-1622	174	21	4	4	NUM
cana-1622	174	22	.	.	PUNCT
cana-1622	174	23	table	table	NOUN
cana-1622	174	24	4the	4the	NUM
cana-1622	174	25	actual	actual	ADJ
cana-1622	174	26	urban	urban	ADJ
cana-1622	174	27	drainage	drainage	NOUN
cana-1622	174	28	systems	system	NOUN
cana-1622	174	29	and	and	CCONJ
cana-1622	174	30	proposed	propose	VERB
cana-1622	174	31	network	network	NOUN
cana-1622	174	32	's	's	PART
cana-1622	174	33	effectiveness	effectiveness	NOUN
cana-1622	174	34	index	index	NOUN
cana-1622	174	35	periodofreturn	periodofreturn	NOUN
cana-1622	174	36	(	(	PUNCT
cana-1622	174	37	year	year	NOUN
cana-1622	174	38	)	)	PUNCT
cana-1622	174	39	main	main	ADJ
cana-1622	174	40	drainage	drainage	NOUN
cana-1622	174	41	system	system	NOUN
cana-1622	174	42	optimized	optimize	VERB
cana-1622	174	43	drainage	drainage	NOUN
cana-1622	174	44	system	system	NOUN
cana-1622	174	45	total	total	ADJ
cana-1622	174	46	overflow	overflow	NOUN
cana-1622	174	47	volume	volume	NOUN
cana-1622	174	48	(	(	PUNCT
cana-1622	174	49	1000	1000	NUM
cana-1622	174	50	m3	m3	NOUN
cana-1622	174	51	)	)	PUNCT
cana-1622	174	52	10	10	NUM
cana-1622	174	53	53.82	53.82	NUM
cana-1622	174	54	18.44	18.44	NUM
cana-1622	174	55	20	20	NUM
cana-1622	174	56	64.90	64.90	NUM
cana-1622	174	57	26.20	26.20	NUM
cana-1622	174	58	mean	mean	NOUN
cana-1622	174	59	flood	flood	NOUN
cana-1622	174	60	duration	duration	NOUN
cana-1622	174	61	/	/	SYM
cana-1622	174	62	maximum	maximum	ADJ
cana-1622	174	63	flood	flood	NOUN
cana-1622	174	64	duration	duration	NOUN
cana-1622	174	65	(	(	PUNCT
cana-1622	174	66	hours	hour	NOUN
cana-1622	174	67	)	)	PUNCT
cana-1622	174	68	10	10	NUM
cana-1622	174	69	0.80/5.78	0.80/5.78	NUM
cana-1622	174	70	0.64/4.17	0.64/4.17	NUM
cana-1622	174	71	20	20	NUM
cana-1622	174	72	0.93/6.35	0.93/6.35	NUM
cana-1622	174	73	0.74/5.14	0.74/5.14	NUM
cana-1622	174	74	communications	communication	NOUN
cana-1622	174	75	on	on	ADP
cana-1622	174	76	applied	apply	VERB
cana-1622	174	77	nonlinear	nonlinear	ADJ
cana-1622	174	78	analysis	analysis	NOUN
cana-1622	174	79	issn	issn	NOUN
cana-1622	174	80	:	:	PUNCT
cana-1622	174	81	1074	1074	NUM
cana-1622	174	82	-	-	PUNCT
cana-1622	174	83	133x	133x	NUM
cana-1622	174	84	vol	vol	NOUN
cana-1622	174	85	32	32	NUM
cana-1622	174	86	no	no	NOUN
cana-1622	174	87	.	.	NOUN
cana-1622	174	88	1	1	NUM
cana-1622	174	89	(	(	PUNCT
cana-1622	174	90	2025	2025	NUM
cana-1622	174	91	)	)	PUNCT
cana-1622	174	92	84	84	NUM
cana-1622	174	93	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	175	1	the	the	DET
cana-1622	175	2	surcharge	surcharge	NOUN
cana-1622	175	3	ratio	ratio	NOUN
cana-1622	175	4	on	on	ADP
cana-1622	175	5	the	the	DET
cana-1622	175	6	pipelines	pipeline	NOUN
cana-1622	175	7	considerably	considerably	ADV
cana-1622	175	8	higher	higher	ADV
cana-1622	175	9	inside	inside	ADP
cana-1622	175	10	the	the	DET
cana-1622	175	11	20	20	NUM
cana-1622	175	12	-	-	PUNCT
cana-1622	175	13	year	year	NOUN
cana-1622	175	14	rainfall	rainfall	NOUN
cana-1622	175	15	situation	situation	NOUN
cana-1622	175	16	compared	compare	VERB
cana-1622	175	17	to	to	ADP
cana-1622	175	18	the	the	DET
cana-1622	175	19	10	10	NUM
cana-1622	175	20	-	-	PUNCT
cana-1622	175	21	year	year	NOUN
cana-1622	175	22	rainy	rainy	ADJ
cana-1622	175	23	situation	situation	NOUN
cana-1622	175	24	(	(	PUNCT
cana-1622	175	25	fig	fig	NOUN
cana-1622	175	26	.	.	PUNCT
cana-1622	175	27	9	9	NUM
cana-1622	175	28	)	)	PUNCT
cana-1622	175	29	.	.	PUNCT
cana-1622	176	1	fig	fig	NOUN
cana-1622	176	2	.	.	PUNCT
cana-1622	177	1	9	9	NUM
cana-1622	177	2	surcharged	surcharge	VERB
cana-1622	177	3	pipeline	pipeline	NOUN
cana-1622	177	4	transmission	transmission	NOUN
cana-1622	177	5	.	.	PUNCT
cana-1622	178	1	the	the	DET
cana-1622	178	2	percentage	percentage	NOUN
cana-1622	178	3	of	of	ADP
cana-1622	178	4	a	a	DET
cana-1622	178	5	distance	distance	NOUN
cana-1622	178	6	of	of	ADP
cana-1622	178	7	a	a	DET
cana-1622	178	8	surcharged	surcharge	VERB
cana-1622	178	9	pipeline	pipeline	NOUN
cana-1622	178	10	towards	towards	ADP
cana-1622	178	11	the	the	DET
cana-1622	178	12	overall	overall	ADJ
cana-1622	178	13	length	length	NOUN
cana-1622	178	14	of	of	ADP
cana-1622	178	15	the	the	DET
cana-1622	178	16	pipe	pipe	NOUN
cana-1622	178	17	is	be	AUX
cana-1622	178	18	known	know	VERB
cana-1622	178	19	as	as	ADP
cana-1622	178	20	the	the	DET
cana-1622	178	21	pipeline	pipeline	NOUN
cana-1622	178	22	surcharge	surcharge	NOUN
cana-1622	178	23	rate	rate	NOUN
cana-1622	178	24	.	.	PUNCT
cana-1622	179	1	the	the	DET
cana-1622	179	2	majority	majority	NOUN
cana-1622	179	3	of	of	ADP
cana-1622	179	4	its	its	PRON
cana-1622	179	5	two	two	NUM
cana-1622	179	6	systems	system	NOUN
cana-1622	179	7	surcharged	surcharge	VERB
cana-1622	179	8	pipes	pipe	NOUN
cana-1622	179	9	have	have	AUX
cana-1622	179	10	been	be	AUX
cana-1622	179	11	delivered	deliver	VERB
cana-1622	179	12	down	down	ADP
cana-1622	179	13	flowing	flow	VERB
cana-1622	179	14	water	water	NOUN
cana-1622	179	15	.	.	PUNCT
cana-1622	180	1	that	that	PRON
cana-1622	180	2	really	really	ADV
cana-1622	180	3	was	be	AUX
cana-1622	180	4	due	due	ADJ
cana-1622	180	5	to	to	ADP
cana-1622	180	6	the	the	DET
cana-1622	180	7	concept	concept	NOUN
cana-1622	180	8	that	that	SCONJ
cana-1622	180	9	pipelines	pipeline	NOUN
cana-1622	180	10	get	get	AUX
cana-1622	180	11	surcharged	surcharge	VERB
cana-1622	180	12	whenever	whenever	SCONJ
cana-1622	180	13	the	the	DET
cana-1622	180	14	flow	flow	NOUN
cana-1622	180	15	of	of	ADP
cana-1622	180	16	water	water	NOUN
cana-1622	180	17	is	be	AUX
cana-1622	180	18	focused	focus	VERB
cana-1622	180	19	downstream	downstream	ADV
cana-1622	181	1	[	[	X
cana-1622	181	2	12,24	12,24	NUM
cana-1622	181	3	]	]	PUNCT
cana-1622	181	4	.	.	PUNCT
cana-1622	182	1	and	and	CCONJ
cana-1622	182	2	discharge	discharge	VERB
cana-1622	182	3	throughout	throughout	ADP
cana-1622	182	4	pipeline	pipeline	NOUN
cana-1622	182	5	rises	rise	NOUN
cana-1622	182	6	.	.	PUNCT
cana-1622	183	1	in	in	ADP
cana-1622	183	2	order	order	NOUN
cana-1622	183	3	to	to	PART
cana-1622	183	4	enhance	enhance	VERB
cana-1622	183	5	redundancy	redundancy	NOUN
cana-1622	183	6	[	[	X
cana-1622	183	7	16,27	16,27	NUM
cana-1622	183	8	]	]	PUNCT
cana-1622	183	9	,	,	PUNCT
cana-1622	183	10	also	also	ADV
cana-1622	183	11	the	the	PRON
cana-1622	183	12	lower	low	ADJ
cana-1622	183	13	the	the	DET
cana-1622	183	14	draining	drain	VERB
cana-1622	183	15	capacity	capacity	NOUN
cana-1622	183	16	upon	upon	SCONJ
cana-1622	183	17	that	that	PRON
cana-1622	183	18	pipelines	pipeline	NOUN
cana-1622	183	19	downstream	downstream	ADJ
cana-1622	183	20	,	,	PUNCT
cana-1622	183	21	it	it	PRON
cana-1622	183	22	's	be	AUX
cana-1622	183	23	therefore	therefore	ADV
cana-1622	183	24	reasonable	reasonable	ADJ
cana-1622	183	25	to	to	PART
cana-1622	183	26	think	think	VERB
cana-1622	183	27	about	about	ADP
cana-1622	183	28	adding	add	VERB
cana-1622	183	29	more	more	ADJ
cana-1622	183	30	pipelines	pipeline	NOUN
cana-1622	183	31	downstream[19	downstream[19	NOUN
cana-1622	183	32	]	]	PUNCT
cana-1622	183	33	.	.	PUNCT
cana-1622	184	1	c.	c.	NOUN
cana-1622	184	2	optimization	optimization	NOUN
cana-1622	184	3	and	and	CCONJ
cana-1622	184	4	redundancy	redundancy	NOUN
cana-1622	184	5	gephi	gephi	ADJ
cana-1622	184	6	is	be	AUX
cana-1622	184	7	indeed	indeed	ADV
cana-1622	184	8	a	a	DET
cana-1622	184	9	tool	tool	NOUN
cana-1622	184	10	used	use	VERB
cana-1622	184	11	to	to	PART
cana-1622	184	12	show	show	VERB
cana-1622	184	13	information	information	NOUN
cana-1622	184	14	and	and	CCONJ
cana-1622	184	15	to	to	PART
cana-1622	184	16	carry	carry	VERB
cana-1622	184	17	out	out	ADP
cana-1622	184	18	sophisticated	sophisticated	ADJ
cana-1622	184	19	networking	networking	NOUN
cana-1622	184	20	analyses	analysis	NOUN
cana-1622	184	21	upon	upon	SCONJ
cana-1622	184	22	that	that	DET
cana-1622	184	23	urban	urban	ADJ
cana-1622	184	24	drainage	drainage	NOUN
cana-1622	184	25	structure	structure	NOUN
cana-1622	184	26	[	[	X
cana-1622	184	27	2	2	NUM
cana-1622	184	28	]	]	PUNCT
cana-1622	184	29	.	.	PUNCT
cana-1622	185	1	gephi	gephi	PROPN
cana-1622	185	2	is	be	AUX
cana-1622	185	3	really	really	ADV
cana-1622	185	4	a	a	DET
cana-1622	185	5	network	network	NOUN
cana-1622	185	6	simulation	simulation	NOUN
cana-1622	185	7	and	and	CCONJ
cana-1622	185	8	graphics	graphic	NOUN
cana-1622	185	9	tool	tool	NOUN
cana-1622	185	10	that	that	PRON
cana-1622	185	11	was	be	AUX
cana-1622	185	12	open	open	ADJ
cana-1622	185	13	-	-	PUNCT
cana-1622	185	14	sourced	source	VERB
cana-1622	185	15	and	and	CCONJ
cana-1622	185	16	free	free	ADJ
cana-1622	185	17	to	to	PART
cana-1622	185	18	use1	use1	VERB
cana-1622	185	19	the	the	DET
cana-1622	185	20	shading	shading	NOUN
cana-1622	185	21	of	of	ADP
cana-1622	185	22	colour	colour	NOUN
cana-1622	185	23	on	on	ADP
cana-1622	185	24	the	the	DET
cana-1622	185	25	nodes	node	NOUN
cana-1622	185	26	symbolises	symbolise	VERB
cana-1622	185	27	its	its	PRON
cana-1622	185	28	centrality	centrality	NOUN
cana-1622	185	29	betweenness	betweenness	NOUN
cana-1622	185	30	,	,	PUNCT
cana-1622	185	31	whereas	whereas	SCONJ
cana-1622	185	32	the	the	DET
cana-1622	185	33	width	width	NOUN
cana-1622	185	34	of	of	ADP
cana-1622	185	35	its	its	PRON
cana-1622	185	36	nodes	node	NOUN
cana-1622	185	37	specifies	specify	VERB
cana-1622	185	38	the	the	DET
cana-1622	185	39	centrality	centrality	NOUN
cana-1622	185	40	and	and	CCONJ
cana-1622	185	41	proximity(figure	proximity(figure	NOUN
cana-1622	185	42	10	10	NUM
cana-1622	185	43	)	)	PUNCT
cana-1622	185	44	.	.	PUNCT
cana-1622	186	1	fig	fig	NOUN
cana-1622	186	2	.	.	PUNCT
cana-1622	187	1	10results	10results	NUM
cana-1622	187	2	of	of	ADP
cana-1622	187	3	complex	complex	ADJ
cana-1622	187	4	network	network	NOUN
cana-1622	187	5	evaluation	evaluation	NOUN
cana-1622	187	6	(	(	PUNCT
cana-1622	187	7	node	node	NOUN
cana-1622	187	8	attribute	attribute	NOUN
cana-1622	187	9	value	value	NOUN
cana-1622	187	10	visualization	visualization	NOUN
cana-1622	187	11	)	)	PUNCT
cana-1622	187	12	communications	communication	NOUN
cana-1622	187	13	on	on	ADP
cana-1622	187	14	applied	apply	VERB
cana-1622	187	15	nonlinear	nonlinear	ADJ
cana-1622	187	16	analysis	analysis	NOUN
cana-1622	187	17	issn	issn	NOUN
cana-1622	187	18	:	:	PUNCT
cana-1622	187	19	1074	1074	NUM
cana-1622	187	20	-	-	PUNCT
cana-1622	187	21	133x	133x	NUM
cana-1622	187	22	vol	vol	NOUN
cana-1622	187	23	32	32	NUM
cana-1622	187	24	no	no	NOUN
cana-1622	187	25	.	.	NOUN
cana-1622	187	26	1	1	NUM
cana-1622	187	27	(	(	PUNCT
cana-1622	187	28	2025	2025	NUM
cana-1622	187	29	)	)	PUNCT
cana-1622	187	30	85	85	NUM
cana-1622	187	31	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	187	32	by	by	ADP
cana-1622	187	33	performing	perform	VERB
cana-1622	187	34	a	a	DET
cana-1622	187	35	“	"	PUNCT
cana-1622	187	36	global	global	ADJ
cana-1622	187	37	network	network	NOUN
cana-1622	187	38	analysis	analysis	NOUN
cana-1622	187	39	’	'	PUNCT
cana-1622	187	40	,	,	PUNCT
cana-1622	187	41	nodes	node	NOUN
cana-1622	187	42	with	with	ADP
cana-1622	187	43	higher	high	ADJ
cana-1622	187	44	index	index	NOUN
cana-1622	187	45	values	value	NOUN
cana-1622	187	46	are	be	AUX
cana-1622	187	47	identified	identify	VERB
cana-1622	187	48	.	.	PUNCT
cana-1622	188	1	in	in	ADP
cana-1622	188	2	order	order	NOUN
cana-1622	188	3	to	to	PART
cana-1622	188	4	make	make	VERB
cana-1622	188	5	comparisons	comparison	NOUN
cana-1622	188	6	more	more	ADV
cana-1622	188	7	manageable	manageable	ADJ
cana-1622	188	8	,	,	PUNCT
cana-1622	188	9	these	these	DET
cana-1622	188	10	values	value	NOUN
cana-1622	188	11	are	be	AUX
cana-1622	188	12	normalized	normalize	VERB
cana-1622	188	13	,	,	PUNCT
cana-1622	188	14	and	and	CCONJ
cana-1622	188	15	the	the	DET
cana-1622	188	16	resulting	result	VERB
cana-1622	188	17	index	index	NOUN
cana-1622	188	18	values	value	NOUN
cana-1622	188	19	for	for	ADP
cana-1622	188	20	each	each	DET
cana-1622	188	21	node	node	NOUN
cana-1622	188	22	are	be	AUX
cana-1622	188	23	displayed	display	VERB
cana-1622	188	24	in	in	ADP
cana-1622	188	25	table	table	NOUN
cana-1622	188	26	5	5	NUM
cana-1622	188	27	.	.	PUNCT
cana-1622	188	28	table	table	NOUN
cana-1622	188	29	5	5	NUM
cana-1622	188	30	findings	finding	NOUN
cana-1622	188	31	of	of	ADP
cana-1622	188	32	complex	complex	ADJ
cana-1622	188	33	network	network	NOUN
cana-1622	188	34	analysis	analysis	NOUN
cana-1622	188	35	(	(	PUNCT
cana-1622	188	36	index	index	NOUN
cana-1622	188	37	values	value	NOUN
cana-1622	188	38	of	of	ADP
cana-1622	188	39	nodes	node	NOUN
cana-1622	188	40	)	)	PUNCT
cana-1622	188	41	node	node	ADJ
cana-1622	188	42	closeness	closeness	NOUN
cana-1622	188	43	centrality	centrality	NOUN
cana-1622	188	44	betweenness	betweenness	NOUN
cana-1622	188	45	centrality	centrality	NOUN
cana-1622	188	46	value	value	NOUN
cana-1622	188	47	node	node	NOUN
cana-1622	188	48	closeness	closeness	NOUN
cana-1622	188	49	centrality	centrality	NOUN
cana-1622	188	50	betweenness	betweenness	NOUN
cana-1622	188	51	centrality	centrality	NOUN
cana-1622	188	52	value	value	NOUN
cana-1622	188	53	pnii	pnii	ADJ
cana-1622	188	54	1.00	1.00	NUM
cana-1622	188	55	0.44	0.44	NUM
cana-1622	188	56	0.88	0.88	NUM
cana-1622	189	1	pn15	pn15	PROPN
cana-1622	189	2	0.33	0.33	NUM
cana-1622	189	3	0.07	0.07	NUM
cana-1622	189	4	0.28	0.28	NUM
cana-1622	189	5	pn32	pn32	PROPN
cana-1622	189	6	1.00	1.00	NUM
cana-1622	189	7	0.28	0.28	NUM
cana-1622	189	8	0.86	0.86	NUM
cana-1622	189	9	pn28	pn28	PROPN
cana-1622	189	10	0.33	0.33	NUM
cana-1622	189	11	0.07	0.07	NUM
cana-1622	189	12	0.28	0.28	NUM
cana-1622	189	13	pn3	pn3	NOUN
cana-1622	189	14	1.00	1.00	NUM
cana-1622	189	15	0.03	0.03	NUM
cana-1622	189	16	0.81	0.81	NUM
cana-1622	189	17	pn48	pn48	PROPN
cana-1622	189	18	0.29	0.29	NUM
cana-1622	189	19	0.18	0.18	NUM
cana-1622	189	20	0.27	0.27	NUM
cana-1622	189	21	pn37	pn37	PROPN
cana-1622	189	22	0.66	0.66	NUM
cana-1622	189	23	1.00	1.00	NUM
cana-1622	189	24	0.73	0.73	NUM
cana-1622	189	25	pn6	pn6	NOUN
cana-1622	189	26	0.33	0.33	NUM
cana-1622	189	27	0.00	0.00	NUM
cana-1622	189	28	0.27	0.27	NUM
cana-1622	190	1	pn12	pn12	PROPN
cana-1622	190	2	0.66	0.66	NUM
cana-1622	190	3	0.74	0.74	NUM
cana-1622	190	4	0.68	0.68	NUM
cana-1622	190	5	pn23	pn23	PROPN
cana-1622	190	6	0.22	0.22	NUM
cana-1622	190	7	0.42	0.42	NUM
cana-1622	190	8	0.26	0.26	NUM
cana-1622	191	1	pn38	pn38	PROPN
cana-1622	191	2	0.67	0.67	NUM
cana-1622	191	3	0.25	0.25	NUM
cana-1622	191	4	0.59	0.59	NUM
cana-1622	192	1	pn41	pn41	PROPN
cana-1622	192	2	0.29	0.29	NUM
cana-1622	192	3	0.09	0.09	NUM
cana-1622	192	4	0.25	0.25	NUM
cana-1622	192	5	pn39	pn39	PROPN
cana-1622	192	6	0.44	0.44	NUM
cana-1622	192	7	0.99	0.99	NUM
cana-1622	192	8	0.56	0.56	NUM
cana-1622	192	9	pn53	pn53	PROPN
cana-1622	192	10	0.22	0.22	NUM
cana-1622	192	11	0.36	0.36	NUM
cana-1622	192	12	0.25	0.25	NUM
cana-1622	192	13	pn4	pn4	NOUN
cana-1622	192	14	0.67	0.67	NUM
cana-1622	192	15	0.08	0.08	NUM
cana-1622	192	16	0.55	0.55	NUM
cana-1622	192	17	pn14	pn14	PROPN
cana-1622	192	18	0.29	0.29	NUM
cana-1622	192	19	0.08	0.08	NUM
cana-1622	192	20	0.24	0.24	NUM
cana-1622	192	21	pn2	pn2	NOUN
cana-1622	192	22	0.67	0.67	NUM
cana-1622	192	23	0.03	0.03	NUM
cana-1622	192	24	0.54	0.54	NUM
cana-1622	192	25	pn51	pn51	PROPN
cana-1622	192	26	0.29	0.29	NUM
cana-1622	192	27	0.08	0.08	NUM
cana-1622	192	28	0.24	0.24	NUM
cana-1622	192	29	pn9	pn9	NOUN
cana-1622	192	30	0.50	0.50	NUM
cana-1622	192	31	0.66	0.66	NUM
cana-1622	192	32	0.53	0.53	NUM
cana-1622	192	33	pn24	pn24	PROPN
cana-1622	192	34	0.25	0.25	NUM
cana-1622	192	35	0.18	0.18	NUM
cana-1622	192	36	0.24	0.24	NUM
cana-1622	192	37	pn33	pn33	PROPN
cana-1622	192	38	0.67	0.67	NUM
cana-1622	192	39	0.00	0.00	NUM
cana-1622	192	40	0.53	0.53	NUM
cana-1622	192	41	pn34	pn34	PROPN
cana-1622	192	42	0.29	0.29	NUM
cana-1622	192	43	0.00	0.00	NUM
cana-1622	192	44	0.23	0.23	NUM
cana-1622	192	45	pn8	pn8	NOUN
cana-1622	192	46	0.40	0.40	NUM
cana-1622	192	47	0.84	0.84	NUM
cana-1622	192	48	0.49	0.49	NUM
cana-1622	192	49	pn7	pn7	NOUN
cana-1622	192	50	0.29	0.29	NUM
cana-1622	192	51	0.00	0.00	NUM
cana-1622	192	52	0.23	0.23	NUM
cana-1622	192	53	pn44	pn44	PROPN
cana-1622	192	54	0.35	0.35	NUM
cana-1622	192	55	0.87	0.87	NUM
cana-1622	192	56	0.46	0.46	NUM
cana-1622	192	57	pn31	pn31	PROPN
cana-1622	192	58	0.29	0.29	NUM
cana-1622	192	59	0.00	0.00	NUM
cana-1622	192	60	0.23	0.23	NUM
cana-1622	192	61	pn16	pn16	PROPN
cana-1622	192	62	0.33	0.33	NUM
cana-1622	192	63	0.86	0.86	NUM
cana-1622	192	64	0.44	0.44	NUM
cana-1622	192	65	pn52	pn52	PROPN
cana-1622	192	66	0.25	0.25	NUM
cana-1622	192	67	0.11	0.11	NUM
cana-1622	192	68	0.22	0.22	NUM
cana-1622	192	69	pn40	pn40	PROPN
cana-1622	192	70	0.50	0.50	NUM
cana-1622	192	71	0.16	0.16	NUM
cana-1622	192	72	0.43	0.43	NUM
cana-1622	192	73	pn26	pn26	PROPN
cana-1622	192	74	0.20	0.20	NUM
cana-1622	192	75	0.24	0.24	NUM
cana-1622	192	76	0.21	0.21	NUM
cana-1622	192	77	pn17	pn17	PROPN
cana-1622	192	78	0.50	0.50	NUM
cana-1622	192	79	0.16	0.16	NUM
cana-1622	192	80	0.43	0.43	NUM
cana-1622	192	81	pn13	pn13	PROPN
cana-1622	192	82	0.25	0.25	NUM
cana-1622	192	83	0.00	0.00	NUM
cana-1622	192	84	0.20	0.20	NUM
cana-1622	192	85	pn5	pn5	NOUN
cana-1622	192	86	0.50	0.50	NUM
cana-1622	192	87	0.08	0.08	NUM
cana-1622	192	88	0.42	0.42	NUM
cana-1622	192	89	pn55	pn55	PROPN
cana-1622	192	90	0.25	0.25	NUM
cana-1622	192	91	0.00	0.00	NUM
cana-1622	192	92	0.20	0.20	NUM
cana-1622	192	93	pn1	pn1	NOUN
cana-1622	192	94	0.50	0.50	NUM
cana-1622	192	95	0.00	0.00	NUM
cana-1622	192	96	0.40	0.40	NUM
cana-1622	192	97	pn46	pn46	PROPN
cana-1622	192	98	0.25	0.25	NUM
cana-1622	192	99	0.00	0.00	NUM
cana-1622	192	100	0.20	0.20	NUM
cana-1622	192	101	pn36	pn36	PROPN
cana-1622	192	102	0.45	0.45	NUM
cana-1622	192	103	0.13	0.13	NUM
cana-1622	192	104	0.39	0.39	NUM
cana-1622	192	105	pn42	pn42	PROPN
cana-1622	192	106	0.25	0.25	NUM
cana-1622	192	107	0.00	0.00	NUM
cana-1622	192	108	0.20	0.20	NUM
cana-1622	192	109	pn19	pn19	PROPN
cana-1622	192	110	0.29	0.29	NUM
cana-1622	192	111	0.79	0.79	NUM
cana-1622	192	112	0.39	0.39	NUM
cana-1622	192	113	pn27	pn27	PROPN
cana-1622	192	114	0.22	0.22	NUM
cana-1622	192	115	0.11	0.11	NUM
cana-1622	192	116	0.20	0.20	NUM
cana-1622	192	117	pn45	pn45	PROPN
cana-1622	192	118	0.29	0.29	NUM
cana-1622	192	119	0.64	0.64	NUM
cana-1622	192	120	0.36	0.36	NUM
cana-1622	192	121	pn54	pn54	PROPN
cana-1622	192	122	0.20	0.20	NUM
cana-1622	192	123	0.13	0.13	NUM
cana-1622	192	124	0.18	0.18	NUM
cana-1622	193	1	pn43	pn43	PROPN
cana-1622	193	2	0.40	0.40	NUM
cana-1622	193	3	0.16	0.16	NUM
cana-1622	193	4	0.35	0.35	NUM
cana-1622	193	5	pn21	pn21	PROPN
cana-1622	193	6	0.22	0.22	NUM
cana-1622	193	7	0.00	0.00	NUM
cana-1622	193	8	0.18	0.18	NUM
cana-1622	193	9	pn18	pn18	PROPN
cana-1622	194	1	0.40	0.40	NUM
cana-1622	194	2	0.11	0.11	NUM
cana-1622	194	3	0.34	0.34	NUM
cana-1622	194	4	pn50	pn50	PROPN
cana-1622	194	5	0.22	0.22	NUM
cana-1622	194	6	0.00	0.00	NUM
cana-1622	194	7	0.18	0.18	NUM
cana-1622	194	8	pn59	pn59	PROPN
cana-1622	194	9	0.40	0.40	NUM
cana-1622	194	10	0.05	0.05	NUM
cana-1622	194	11	0.33	0.33	NUM
cana-1622	194	12	pn56	pn56	NOUN
cana-1622	194	13	0.22	0.22	NUM
cana-1622	194	14	0.00	0.00	NUM
cana-1622	194	15	0.18	0.18	NUM
cana-1622	194	16	pn60	pn60	PROPN
cana-1622	194	17	0.40	0.40	NUM
cana-1622	194	18	0.00	0.00	NUM
cana-1622	194	19	0.32	0.32	NUM
cana-1622	194	20	pn25	pn25	PROPN
cana-1622	194	21	0.18	0.18	NUM
cana-1622	194	22	0.13	0.13	NUM
cana-1622	194	23	0.17	0.17	NUM
cana-1622	194	24	pn61	pn61	PROPN
cana-1622	194	25	0.35	0.35	NUM
cana-1622	194	26	0.16	0.16	NUM
cana-1622	194	27	0.31	0.31	NUM
cana-1622	194	28	pn22	pn22	PROPN
cana-1622	194	29	0.20	0.20	NUM
cana-1622	194	30	0.00	0.00	NUM
cana-1622	194	31	0.16	0.16	NUM
cana-1622	194	32	pn20	pn20	PROPN
cana-1622	194	33	0.25	0.25	NUM
cana-1622	194	34	0.55	0.55	NUM
cana-1622	194	35	0.31	0.31	NUM
cana-1622	195	1	pn30	pn30	PROPN
cana-1622	195	2	0.20	0.20	NUM
cana-1622	195	3	0.00	0.00	NUM
cana-1622	195	4	0.16	0.16	NUM
cana-1622	195	5	pn49	pn49	PROPN
cana-1622	195	6	0.25	0.25	NUM
cana-1622	195	7	0.53	0.53	NUM
cana-1622	195	8	0.31	0.31	NUM
cana-1622	195	9	pn57	pn57	PROPN
cana-1622	195	10	0.20	0.20	NUM
cana-1622	195	11	0.00	0.00	NUM
cana-1622	195	12	0.16	0.16	NUM
cana-1622	196	1	pn35	pn35	PROPN
cana-1622	196	2	0.35	0.35	NUM
cana-1622	196	3	0.08	0.08	NUM
cana-1622	196	4	0.30	0.30	NUM
cana-1622	196	5	pn58	pn58	PROPN
cana-1622	196	6	0.18	0.18	NUM
cana-1622	196	7	0.00	0.00	NUM
cana-1622	196	8	0.14	0.14	NUM
cana-1622	196	9	pn47	pn47	PROPN
cana-1622	196	10	0.33	0.33	NUM
cana-1622	196	11	0.13	0.13	NUM
cana-1622	196	12	0.29	0.29	NUM
cana-1622	196	13	pn29	pn29	PROPN
cana-1622	196	14	0.17	0.17	NUM
cana-1622	196	15	0.00	0.00	NUM
cana-1622	196	16	0.13	0.13	NUM
cana-1622	196	17	the	the	DET
cana-1622	196	18	connections	connection	NOUN
cana-1622	196	19	featuring	feature	VERB
cana-1622	196	20	the	the	DET
cana-1622	196	21	greatest	great	ADJ
cana-1622	196	22	index	index	NOUN
cana-1622	196	23	scores	score	NOUN
cana-1622	196	24	are	be	AUX
cana-1622	196	25	further	far	ADV
cana-1622	196	26	subjected	subject	VERB
cana-1622	196	27	to	to	ADP
cana-1622	196	28	local	local	ADJ
cana-1622	196	29	network	network	NOUN
cana-1622	196	30	evaluation	evaluation	NOUN
cana-1622	196	31	to	to	PART
cana-1622	196	32	determine	determine	VERB
cana-1622	196	33	potential	potential	ADJ
cana-1622	196	34	pipeline	pipeline	NOUN
cana-1622	196	35	redundancy	redundancy	NOUN
cana-1622	196	36	improvement	improvement	NOUN
cana-1622	196	37	sites	site	NOUN
cana-1622	196	38	.	.	PUNCT
cana-1622	197	1	the	the	DET
cana-1622	197	2	inclusion	inclusion	NOUN
cana-1622	197	3	of	of	ADP
cana-1622	197	4	pipelines	pipeline	NOUN
cana-1622	197	5	having	have	VERB
cana-1622	197	6	greater	great	ADJ
cana-1622	197	7	and	and	CCONJ
cana-1622	197	8	smaller	small	ADJ
cana-1622	197	9	terminal	terminal	ADJ
cana-1622	197	10	values	value	NOUN
cana-1622	197	11	has	have	AUX
cana-1622	197	12	been	be	AUX
cana-1622	197	13	shown	show	VERB
cana-1622	197	14	in	in	ADP
cana-1622	197	15	figures	figure	NOUN
cana-1622	197	16	11a	11a	NOUN
cana-1622	197	17	and	and	CCONJ
cana-1622	197	18	b	b	NOUN
cana-1622	197	19	,	,	PUNCT
cana-1622	197	20	appropriately	appropriately	ADV
cana-1622	197	21	.	.	PUNCT
cana-1622	198	1	communications	communication	NOUN
cana-1622	198	2	on	on	ADP
cana-1622	198	3	applied	apply	VERB
cana-1622	198	4	nonlinear	nonlinear	ADJ
cana-1622	198	5	analysis	analysis	NOUN
cana-1622	198	6	issn	issn	NOUN
cana-1622	198	7	:	:	PUNCT
cana-1622	198	8	1074	1074	NUM
cana-1622	198	9	-	-	PUNCT
cana-1622	198	10	133x	133x	NUM
cana-1622	198	11	vol	vol	NOUN
cana-1622	198	12	32	32	NUM
cana-1622	198	13	no	no	NOUN
cana-1622	198	14	.	.	NOUN
cana-1622	198	15	1	1	NUM
cana-1622	198	16	(	(	PUNCT
cana-1622	198	17	2025	2025	NUM
cana-1622	198	18	)	)	PUNCT
cana-1622	198	19	86	86	NUM
cana-1622	198	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	198	21	fig	fig	NOUN
cana-1622	198	22	.	.	PUNCT
cana-1622	199	1	11structure	11structure	PROPN
cana-1622	199	2	has	have	AUX
cana-1622	199	3	been	be	AUX
cana-1622	199	4	optimised	optimise	VERB
cana-1622	199	5	to	to	PART
cana-1622	199	6	account	account	VERB
cana-1622	199	7	for	for	ADP
cana-1622	199	8	pipeline	pipeline	NOUN
cana-1622	199	9	redundancies	redundancy	NOUN
cana-1622	199	10	.	.	PUNCT
cana-1622	200	1	network	network	NOUN
cana-1622	200	2	(	(	PUNCT
cana-1622	200	3	a	a	X
cana-1622	200	4	)	)	PUNCT
cana-1622	200	5	adds	add	VERB
cana-1622	200	6	pipes	pipe	NOUN
cana-1622	200	7	in	in	ADP
cana-1622	200	8	which	which	PRON
cana-1622	200	9	the	the	DET
cana-1622	200	10	node	node	ADJ
cana-1622	200	11	value	value	NOUN
cana-1622	200	12	was	be	AUX
cana-1622	200	13	greater	great	ADJ
cana-1622	200	14	;	;	PUNCT
cana-1622	200	15	network	network	NOUN
cana-1622	200	16	(	(	PUNCT
cana-1622	200	17	b	b	NOUN
cana-1622	200	18	)	)	PUNCT
cana-1622	200	19	generates	generate	VERB
cana-1622	200	20	pipelines	pipeline	NOUN
cana-1622	200	21	in	in	ADP
cana-1622	200	22	which	which	PRON
cana-1622	200	23	the	the	DET
cana-1622	200	24	node	node	ADJ
cana-1622	200	25	values	value	NOUN
cana-1622	200	26	is	be	AUX
cana-1622	200	27	less	less	ADJ
cana-1622	200	28	.	.	PUNCT
cana-1622	201	1	the	the	DET
cana-1622	201	2	pipeline	pipeline	NOUN
cana-1622	201	3	node	node	NOUN
cana-1622	201	4	is	be	AUX
cana-1622	201	5	denoted	denote	VERB
cana-1622	201	6	by	by	ADP
cana-1622	201	7	pn	pn	PROPN
cana-1622	201	8	,	,	PUNCT
cana-1622	201	9	while	while	SCONJ
cana-1622	201	10	the	the	DET
cana-1622	201	11	pipe	pipe	NOUN
cana-1622	201	12	is	be	AUX
cana-1622	201	13	denoted	denote	VERB
cana-1622	201	14	by	by	ADP
cana-1622	201	15	gq	gq	PROPN
cana-1622	201	16	.	.	PUNCT
cana-1622	202	1	the	the	DET
cana-1622	202	2	existing	exist	VERB
cana-1622	202	3	drainage	drainage	NOUN
cana-1622	202	4	platform	platform	NOUN
cana-1622	202	5	's	's	PART
cana-1622	202	6	network	network	NOUN
cana-1622	202	7	design	design	NOUN
cana-1622	202	8	was	be	AUX
cana-1622	202	9	improved	improve	VERB
cana-1622	202	10	according	accord	VERB
cana-1622	202	11	to	to	ADP
cana-1622	202	12	the	the	DET
cana-1622	202	13	findings	finding	NOUN
cana-1622	202	14	of	of	ADP
cana-1622	202	15	the	the	DET
cana-1622	202	16	complex	complex	ADJ
cana-1622	202	17	network	network	NOUN
cana-1622	202	18	evaluation	evaluation	NOUN
cana-1622	202	19	[	[	X
cana-1622	202	20	6,23,10	6,23,10	NUM
cana-1622	202	21	]	]	PUNCT
cana-1622	202	22	.	.	PUNCT
cana-1622	203	1	the	the	DET
cana-1622	203	2	place	place	NOUN
cana-1622	203	3	having	have	VERB
cana-1622	203	4	the	the	DET
cana-1622	203	5	weakest	weak	ADJ
cana-1622	203	6	node	node	ADJ
cana-1622	203	7	number	number	NOUN
cana-1622	203	8	was	be	AUX
cana-1622	203	9	picked	pick	VERB
cana-1622	203	10	to	to	PART
cana-1622	203	11	improve	improve	VERB
cana-1622	203	12	redundancies	redundancy	NOUN
cana-1622	203	13	and	and	CCONJ
cana-1622	203	14	illustrate	illustrate	VERB
cana-1622	203	15	the	the	DET
cana-1622	203	16	usefulness	usefulness	NOUN
cana-1622	203	17	of	of	ADP
cana-1622	203	18	a	a	DET
cana-1622	203	19	complicated	complicated	ADJ
cana-1622	203	20	network	network	NOUN
cana-1622	203	21	evaluation	evaluation	NOUN
cana-1622	203	22	technique	technique	NOUN
cana-1622	203	23	[	[	X
cana-1622	203	24	9,26	9,26	X
cana-1622	203	25	]	]	X
cana-1622	203	26	.	.	PUNCT
cana-1622	204	1	the	the	DET
cana-1622	204	2	features	feature	NOUN
cana-1622	204	3	of	of	ADP
cana-1622	204	4	the	the	DET
cana-1622	204	5	implanted	implant	VERB
cana-1622	204	6	pipelines	pipeline	NOUN
cana-1622	204	7	are	be	AUX
cana-1622	204	8	summarised	summarise	VERB
cana-1622	204	9	within	within	ADP
cana-1622	204	10	table	table	NOUN
cana-1622	204	11	6	6	NUM
cana-1622	204	12	.	.	PUNCT
cana-1622	205	1	structure	structure	NOUN
cana-1622	205	2	pipe	pipe	NOUN
cana-1622	205	3	length	length	NOUN
cana-1622	205	4	(	(	PUNCT
cana-1622	205	5	m	m	NOUN
cana-1622	205	6	)	)	PUNCT
cana-1622	205	7	diameter	diameter	NOUN
cana-1622	205	8	(	(	PUNCT
cana-1622	205	9	mm	mm	NOUN
cana-1622	205	10	)	)	PUNCT
cana-1622	205	11	slope	slope	NOUN
cana-1622	205	12	(	(	PUNCT
cana-1622	205	13	%	%	INTJ
cana-1622	205	14	)	)	PUNCT
cana-1622	205	15	(	(	PUNCT
cana-1622	205	16	a	a	X
cana-1622	205	17	)	)	PUNCT
cana-1622	205	18	increase	increase	NOUN
cana-1622	205	19	loops	loop	NOUN
cana-1622	205	20	where	where	SCONJ
cana-1622	205	21	the	the	DET
cana-1622	205	22	node	node	ADJ
cana-1622	205	23	value	value	NOUN
cana-1622	205	24	is	be	AUX
cana-1622	205	25	higher	high	ADJ
cana-1622	205	26	gq1	gq1	ADP
cana-1622	205	27	713	713	NUM
cana-1622	205	28	1000	1000	NUM
cana-1622	205	29	1.4	1.4	NUM
cana-1622	205	30	gq2	gq2	NOUN
cana-1622	205	31	682	682	NUM
cana-1622	205	32	1500	1500	NUM
cana-1622	205	33	3.4	3.4	NUM
cana-1622	205	34	gq3	gq3	NOUN
cana-1622	205	35	542	542	NUM
cana-1622	205	36	1000	1000	NUM
cana-1622	205	37	1.8	1.8	NUM
cana-1622	205	38	gq4	gq4	NOUN
cana-1622	205	39	419	419	NUM
cana-1622	205	40	1000	1000	NUM
cana-1622	205	41	2.4	2.4	NUM
cana-1622	205	42	gq5	gq5	NOUN
cana-1622	205	43	387	387	NUM
cana-1622	205	44	1200	1200	NUM
cana-1622	205	45	2.1	2.1	NUM
cana-1622	205	46	gq6	gq6	NOUN
cana-1622	205	47	502	502	NUM
cana-1622	205	48	1200	1200	NUM
cana-1622	205	49	2.0	2.0	NUM
cana-1622	205	50	(	(	PUNCT
cana-1622	205	51	b	b	NOUN
cana-1622	205	52	)	)	PUNCT
cana-1622	205	53	increase	increase	NOUN
cana-1622	205	54	loops	loop	NOUN
cana-1622	205	55	where	where	SCONJ
cana-1622	205	56	the	the	DET
cana-1622	205	57	node	node	ADJ
cana-1622	205	58	value	value	NOUN
cana-1622	205	59	is	be	AUX
cana-1622	205	60	lower	low	ADJ
cana-1622	205	61	gq7	gq7	PROPN
cana-1622	205	62	596	596	NUM
cana-1622	205	63	1000	1000	NUM
cana-1622	205	64	4.2	4.2	NUM
cana-1622	205	65	gq8	gq8	NOUN
cana-1622	205	66	654	654	NUM
cana-1622	205	67	1200	1200	NUM
cana-1622	205	68	3.7	3.7	NUM
cana-1622	205	69	gq9	gq9	NOUN
cana-1622	205	70	445	445	NUM
cana-1622	205	71	1000	1000	NUM
cana-1622	205	72	3.3	3.3	NUM
cana-1622	206	1	gq10	gq10	PROPN
cana-1622	206	2	639	639	NUM
cana-1622	206	3	1000	1000	NUM
cana-1622	206	4	3.8	3.8	NUM
cana-1622	206	5	gq11	gq11	PROPN
cana-1622	206	6	555	555	NUM
cana-1622	206	7	1200	1200	NUM
cana-1622	206	8	4.1	4.1	NUM
cana-1622	206	9	gq12	gq12	PROPN
cana-1622	206	10	428	428	NUM
cana-1622	206	11	1000	1000	NUM
cana-1622	206	12	5.5	5.5	NUM
cana-1622	206	13	table	table	NOUN
cana-1622	206	14	6	6	NUM
cana-1622	206	15	parameters	parameter	NOUN
cana-1622	206	16	of	of	ADP
cana-1622	206	17	the	the	DET
cana-1622	206	18	introduced	introduce	VERB
cana-1622	206	19	pipes	pipe	NOUN
cana-1622	206	20	networks	network	NOUN
cana-1622	206	21	as	as	ADV
cana-1622	206	22	well	well	ADV
cana-1622	206	23	as	as	ADP
cana-1622	206	24	the	the	DET
cana-1622	206	25	optimised	optimise	VERB
cana-1622	206	26	systems	system	NOUN
cana-1622	206	27	these	these	DET
cana-1622	206	28	values	value	NOUN
cana-1622	206	29	are	be	AUX
cana-1622	206	30	“	"	PUNCT
cana-1622	206	31	31.6	31.6	NUM
cana-1622	206	32	%	%	NOUN
cana-1622	206	33	and	and	CCONJ
cana-1622	206	34	20.2	20.2	NUM
cana-1622	206	35	%	%	NOUN
cana-1622	206	36	lower	low	ADJ
cana-1622	206	37	,	,	PUNCT
cana-1622	206	38	respectively	respectively	ADV
cana-1622	206	39	,	,	PUNCT
cana-1622	206	40	then	then	ADV
cana-1622	206	41	the	the	DET
cana-1622	206	42	preliminary	preliminary	ADJ
cana-1622	206	43	optimized	optimize	VERB
cana-1622	206	44	network	network	NOUN
cana-1622	206	45	.	.	PUNCT
cana-1622	207	1	meanwhile	meanwhile	ADV
cana-1622	207	2	,	,	PUNCT
cana-1622	207	3	the	the	DET
cana-1622	207	4	tov	tov	NOUN
cana-1622	207	5	of	of	ADP
cana-1622	207	6	network	network	NOUN
cana-1622	207	7	(	(	PUNCT
cana-1622	207	8	b	b	NOUN
cana-1622	207	9	)	)	PUNCT
cana-1622	207	10	measures	measure	NOUN
cana-1622	207	11	16,690	16,690	NUM
cana-1622	207	12	m3	m3	PROPN
cana-1622	207	13	and	and	CCONJ
cana-1622	207	14	25,500	25,500	NUM
cana-1622	207	15	m3	m3	PROPN
cana-1622	207	16	under	under	ADP
cana-1622	207	17	the	the	DET
cana-1622	207	18	10	10	NUM
cana-1622	207	19	-	-	PUNCT
cana-1622	207	20	year	year	NOUN
cana-1622	207	21	and	and	CCONJ
cana-1622	207	22	20year	20year	NUM
cana-1622	207	23	rainfall	rainfall	NOUN
cana-1622	207	24	scenarios	scenario	NOUN
cana-1622	207	25	,	,	PUNCT
cana-1622	207	26	respectively	respectively	ADV
cana-1622	207	27	,	,	PUNCT
cana-1622	207	28	demonstrating	demonstrate	VERB
cana-1622	207	29	a	a	DET
cana-1622	207	30	reduction	reduction	NOUN
cana-1622	207	31	of	of	ADP
cana-1622	207	32	9.5	9.5	NUM
cana-1622	207	33	%	%	NOUN
cana-1622	207	34	and	and	CCONJ
cana-1622	207	35	2.7	2.7	NUM
cana-1622	207	36	%	%	NOUN
cana-1622	207	37	”	"	PUNCT
cana-1622	207	38	compared	compare	VERB
cana-1622	207	39	to	to	ADP
cana-1622	207	40	the	the	DET
cana-1622	207	41	network	network	NOUN
cana-1622	207	42	.	.	PUNCT
cana-1622	208	1	in	in	ADP
cana-1622	208	2	comparison	comparison	NOUN
cana-1622	208	3	to	to	ADP
cana-1622	208	4	the	the	DET
cana-1622	208	5	preliminary	preliminary	ADJ
cana-1622	208	6	optimized	optimize	VERB
cana-1622	208	7	network	network	NOUN
cana-1622	208	8	,	,	PUNCT
cana-1622	208	9	the	the	DET
cana-1622	208	10	average	average	ADJ
cana-1622	208	11	and	and	CCONJ
cana-1622	208	12	maximum	maximum	ADJ
cana-1622	208	13	flood	flood	NOUN
cana-1622	208	14	duration	duration	NOUN
cana-1622	208	15	of	of	ADP
cana-1622	208	16	network	network	NOUN
cana-1622	208	17	(	(	PUNCT
cana-1622	208	18	a	a	X
cana-1622	208	19	)	)	PUNCT
cana-1622	208	20	both	both	PRON
cana-1622	208	21	decreases	decrease	VERB
cana-1622	208	22	,	,	PUNCT
cana-1622	208	23	with	with	ADP
cana-1622	208	24	the	the	DET
cana-1622	208	25	maximum	maximum	ADJ
cana-1622	208	26	flood	flood	NOUN
cana-1622	208	27	duration	duration	NOUN
cana-1622	208	28	demonstrating	demonstrate	VERB
cana-1622	208	29	a	a	DET
cana-1622	208	30	more	more	ADV
cana-1622	208	31	noticeable	noticeable	ADJ
cana-1622	208	32	decrease	decrease	NOUN
cana-1622	208	33	.	.	PUNCT
cana-1622	209	1	the	the	DET
cana-1622	209	2	mean	mean	ADJ
cana-1622	209	3	and	and	CCONJ
cana-1622	209	4	maximum	maximum	ADJ
cana-1622	209	5	flood	flood	NOUN
cana-1622	209	6	duration	duration	NOUN
cana-1622	209	7	also	also	ADV
cana-1622	209	8	decrease	decrease	VERB
cana-1622	209	9	in	in	ADP
cana-1622	209	10	network	network	NOUN
cana-1622	209	11	(	(	PUNCT
cana-1622	209	12	b	b	NOUN
cana-1622	209	13	)	)	PUNCT
cana-1622	209	14	,	,	PUNCT
cana-1622	209	15	albeit	albeit	SCONJ
cana-1622	209	16	the	the	DET
cana-1622	209	17	reduction	reduction	NOUN
cana-1622	209	18	is	be	AUX
cana-1622	209	19	less	less	ADV
cana-1622	209	20	significant	significant	ADJ
cana-1622	209	21	than	than	ADP
cana-1622	209	22	in	in	ADP
cana-1622	209	23	network	network	NOUN
cana-1622	209	24	(	(	PUNCT
cana-1622	209	25	a	a	NOUN
cana-1622	209	26	)	)	PUNCT
cana-1622	209	27	.	.	PUNCT
cana-1622	210	1	these	these	DET
cana-1622	210	2	results	result	NOUN
cana-1622	210	3	indicate	indicate	VERB
cana-1622	210	4	that	that	SCONJ
cana-1622	210	5	the	the	DET
cana-1622	210	6	network	network	NOUN
cana-1622	210	7	that	that	PRON
cana-1622	210	8	incorporates	incorporate	VERB
cana-1622	210	9	pipes	pipe	NOUN
cana-1622	210	10	at	at	ADP
cana-1622	210	11	higher	high	ADJ
cana-1622	210	12	node	node	ADJ
cana-1622	210	13	values	value	NOUN
cana-1622	210	14	exhibits	exhibit	VERB
cana-1622	210	15	greater	great	ADJ
cana-1622	210	16	resilience	resilience	NOUN
cana-1622	210	17	.	.	PUNCT
cana-1622	211	1	communications	communication	NOUN
cana-1622	211	2	on	on	ADP
cana-1622	211	3	applied	apply	VERB
cana-1622	211	4	nonlinear	nonlinear	ADJ
cana-1622	211	5	analysis	analysis	NOUN
cana-1622	211	6	issn	issn	NOUN
cana-1622	211	7	:	:	PUNCT
cana-1622	211	8	1074	1074	NUM
cana-1622	211	9	-	-	PUNCT
cana-1622	211	10	133x	133x	NUM
cana-1622	211	11	vol	vol	NOUN
cana-1622	211	12	32	32	NUM
cana-1622	211	13	no	no	NOUN
cana-1622	211	14	.	.	NOUN
cana-1622	211	15	1	1	NUM
cana-1622	211	16	(	(	PUNCT
cana-1622	211	17	2025	2025	NUM
cana-1622	211	18	)	)	PUNCT
cana-1622	211	19	87	87	NUM
cana-1622	211	20	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1622	211	21	fig	fig	NOUN
cana-1622	211	22	.	.	PUNCT
cana-1622	212	1	12comparison	12comparison	NUM
cana-1622	212	2	of	of	ADP
cana-1622	212	3	drainage	drainage	NOUN
cana-1622	212	4	effectiveness	effectiveness	NOUN
cana-1622	212	5	for	for	ADP
cana-1622	212	6	10and	10and	ADJ
cana-1622	212	7	20	20	NUM
cana-1622	212	8	-	-	PUNCT
cana-1622	212	9	year	year	NOUN
cana-1622	212	10	returning	return	VERB
cana-1622	212	11	durations	duration	NOUN
cana-1622	212	12	among	among	ADP
cana-1622	212	13	the	the	DET
cana-1622	212	14	preliminary	preliminary	ADJ
cana-1622	212	15	optimised	optimise	VERB
cana-1622	212	16	network	network	NOUN
cana-1622	212	17	(	(	PUNCT
cana-1622	212	18	a	a	NOUN
cana-1622	212	19	)	)	PUNCT
cana-1622	212	20	adds	add	VERB
cana-1622	212	21	3245	3245	NUM
cana-1622	212	22	m	m	NOUN
cana-1622	212	23	of	of	ADP
cana-1622	212	24	total	total	ADJ
cana-1622	212	25	length	length	NOUN
cana-1622	212	26	with	with	ADP
cana-1622	212	27	a	a	DET
cana-1622	212	28	pipeline	pipeline	NOUN
cana-1622	212	29	dia	dia	PROPN
cana-1622	212	30	of	of	ADP
cana-1622	212	31	up	up	ADP
cana-1622	212	32	to	to	PART
cana-1622	212	33	1500	1500	NUM
cana-1622	212	34	mm	mm	NOUN
cana-1622	212	35	.	.	PUNCT
cana-1622	213	1	the	the	DET
cana-1622	213	2	length	length	NOUN
cana-1622	213	3	of	of	ADP
cana-1622	213	4	system	system	NOUN
cana-1622	213	5	(	(	PUNCT
cana-1622	213	6	b	b	NOUN
cana-1622	213	7	)	)	PUNCT
cana-1622	213	8	is	be	AUX
cana-1622	213	9	increased	increase	VERB
cana-1622	213	10	by	by	ADP
cana-1622	213	11	3317	3317	NUM
cana-1622	213	12	m	m	NOUN
cana-1622	213	13	,	,	PUNCT
cana-1622	213	14	and	and	CCONJ
cana-1622	213	15	the	the	DET
cana-1622	213	16	largest	large	ADJ
cana-1622	213	17	pipeline	pipeline	NOUN
cana-1622	213	18	dia	dia	PROPN
cana-1622	213	19	is	be	AUX
cana-1622	213	20	1200	1200	NUM
cana-1622	213	21	mm	mm	NOUN
cana-1622	213	22	.	.	PUNCT
cana-1622	214	1	in	in	ADP
cana-1622	214	2	different	different	ADJ
cana-1622	214	3	rainy	rainy	ADJ
cana-1622	214	4	scenarios	scenario	NOUN
cana-1622	214	5	,	,	PUNCT
cana-1622	214	6	networking	network	VERB
cana-1622	214	7	(	(	PUNCT
cana-1622	214	8	a	a	NOUN
cana-1622	214	9	)	)	PUNCT
cana-1622	214	10	and	and	CCONJ
cana-1622	214	11	(	(	PUNCT
cana-1622	214	12	b	b	NOUN
cana-1622	214	13	)	)	PUNCT
cana-1622	214	14	functionality	functionality	NOUN
cana-1622	214	15	were	be	AUX
cana-1622	214	16	predicted	predict	VERB
cana-1622	214	17	.	.	PUNCT
cana-1622	215	1	as	as	SCONJ
cana-1622	215	2	depicted	depict	VERB
cana-1622	215	3	in	in	ADP
cana-1622	215	4	figure	figure	NOUN
cana-1622	215	5	12	12	NUM
cana-1622	215	6	,	,	PUNCT
cana-1622	215	7	the	the	DET
cana-1622	215	8	‘	'	PUNCT
cana-1622	215	9	total	total	ADJ
cana-1622	215	10	overflow	overflow	NOUN
cana-1622	215	11	volume	volume	NOUN
cana-1622	215	12	(	(	PUNCT
cana-1622	215	13	tov	tov	INTJ
cana-1622	215	14	)	)	PUNCT
cana-1622	215	15	of	of	ADP
cana-1622	215	16	network	network	NOUN
cana-1622	215	17	”	"	PUNCT
cana-1622	215	18	(	(	PUNCT
cana-1622	215	19	a	a	NOUN
cana-1622	215	20	)	)	PUNCT
cana-1622	215	21	during	during	ADP
cana-1622	215	22	the	the	DET
cana-1622	215	23	10	10	NUM
cana-1622	215	24	-	-	PUNCT
cana-1622	215	25	year	year	NOUN
cana-1622	215	26	and	and	CCONJ
cana-1622	215	27	20	20	NUM
cana-1622	215	28	-	-	PUNCT
cana-1622	215	29	year	year	NOUN
cana-1622	215	30	rainfall	rainfall	NOUN
cana-1622	215	31	scenarios	scenario	NOUN
cana-1622	215	32	measures	measure	VERB
cana-1622	215	33	12,610	12,610	NUM
cana-1622	215	34	m3	m3	NOUN
cana-1622	215	35	and	and	CCONJ
cana-1622	215	36	20,910	20,910	NUM
cana-1622	215	37	m3	m3	PROPN
cana-1622	215	38	,	,	PUNCT
cana-1622	215	39	respectively	respectively	ADV
cana-1622	215	40	.	.	PUNCT
cana-1622	216	1	4.5	4.5	NUM
cana-1622	216	2	conclusion	conclusion	NOUN
cana-1622	216	3	urbanization	urbanization	NOUN
cana-1622	216	4	and	and	CCONJ
cana-1622	216	5	climate	climate	NOUN
cana-1622	216	6	change	change	NOUN
cana-1622	216	7	have	have	AUX
cana-1622	216	8	made	make	VERB
cana-1622	216	9	urban	urban	ADJ
cana-1622	216	10	flooding	flooding	NOUN
cana-1622	216	11	a	a	DET
cana-1622	216	12	more	more	ADV
cana-1622	216	13	frequent	frequent	ADJ
cana-1622	216	14	issue	issue	NOUN
cana-1622	216	15	in	in	ADP
cana-1622	216	16	many	many	ADJ
cana-1622	216	17	places	place	NOUN
cana-1622	216	18	across	across	ADP
cana-1622	216	19	the	the	DET
cana-1622	216	20	world	world	NOUN
cana-1622	216	21	.	.	PUNCT
cana-1622	217	1	for	for	ADP
cana-1622	217	2	the	the	DET
cana-1622	217	3	purpose	purpose	NOUN
cana-1622	217	4	of	of	ADP
cana-1622	217	5	managing	manage	VERB
cana-1622	217	6	flooding	flooding	NOUN
cana-1622	217	7	and	and	CCONJ
cana-1622	217	8	averting	avert	VERB
cana-1622	217	9	disasters	disaster	NOUN
cana-1622	217	10	,	,	PUNCT
cana-1622	217	11	urban	urban	ADJ
cana-1622	217	12	drainage	drainage	NOUN
cana-1622	217	13	systems	system	NOUN
cana-1622	217	14	must	must	AUX
cana-1622	217	15	be	be	AUX
cana-1622	217	16	able	able	ADJ
cana-1622	217	17	to	to	PART
cana-1622	217	18	handle	handle	VERB
cana-1622	217	19	significant	significant	ADJ
cana-1622	217	20	amounts	amount	NOUN
cana-1622	217	21	of	of	ADP
cana-1622	217	22	precipitation	precipitation	NOUN
cana-1622	217	23	.	.	PUNCT
cana-1622	218	1	to	to	PART
cana-1622	218	2	be	be	AUX
cana-1622	218	3	effective	effective	ADJ
cana-1622	218	4	,	,	PUNCT
cana-1622	218	5	these	these	DET
cana-1622	218	6	systems	system	NOUN
cana-1622	218	7	must	must	AUX
cana-1622	218	8	be	be	AUX
cana-1622	218	9	carefully	carefully	ADV
cana-1622	218	10	planned	plan	VERB
cana-1622	218	11	and	and	CCONJ
cana-1622	218	12	designed	design	VERB
cana-1622	218	13	as	as	SCONJ
cana-1622	218	14	they	they	PRON
cana-1622	218	15	are	be	AUX
cana-1622	218	16	frequently	frequently	ADV
cana-1622	218	17	complicated	complicated	ADJ
cana-1622	218	18	.	.	PUNCT
cana-1622	219	1	a	a	DET
cana-1622	219	2	critical	critical	ADJ
cana-1622	219	3	problem	problem	NOUN
cana-1622	219	4	is	be	AUX
cana-1622	219	5	optimising	optimise	VERB
cana-1622	219	6	the	the	DET
cana-1622	219	7	network	network	NOUN
cana-1622	219	8	structure	structure	NOUN
cana-1622	219	9	of	of	ADP
cana-1622	219	10	urban	urban	ADJ
cana-1622	219	11	drainage	drainage	NOUN
cana-1622	219	12	infrastructure	infrastructure	NOUN
cana-1622	219	13	to	to	PART
cana-1622	219	14	improve	improve	VERB
cana-1622	219	15	effectiveness	effectiveness	NOUN
cana-1622	219	16	and	and	CCONJ
cana-1622	219	17	resiliency	resiliency	NOUN
cana-1622	219	18	.	.	PUNCT
cana-1622	220	1	in	in	ADP
cana-1622	220	2	urban	urban	ADJ
cana-1622	220	3	hydrology	hydrology	NOUN
cana-1622	220	4	,	,	PUNCT
cana-1622	220	5	this	this	PRON
cana-1622	220	6	is	be	AUX
cana-1622	220	7	a	a	DET
cana-1622	220	8	crucial	crucial	ADJ
cana-1622	220	9	scientific	scientific	ADJ
cana-1622	220	10	problem	problem	NOUN
cana-1622	220	11	.	.	PUNCT
cana-1622	221	1	a	a	DET
cana-1622	221	2	study	study	NOUN
cana-1622	221	3	crew	crew	NOUN
cana-1622	221	4	has	have	AUX
cana-1622	221	5	proposed	propose	VERB
cana-1622	221	6	a	a	DET
cana-1622	221	7	technique	technique	NOUN
cana-1622	221	8	to	to	ADP
cana-1622	221	9	optimising	optimise	VERB
cana-1622	221	10	the	the	DET
cana-1622	221	11	network	network	NOUN
cana-1622	221	12	model	model	NOUN
cana-1622	221	13	of	of	ADP
cana-1622	221	14	urban	urban	ADJ
cana-1622	221	15	drainage	drainage	NOUN
cana-1622	221	16	structures	structure	NOUN
cana-1622	221	17	which	which	PRON
cana-1622	221	18	blends	blend	VERB
cana-1622	221	19	the	the	DET
cana-1622	221	20	graph	graph	NOUN
cana-1622	221	21	theory	theory	NOUN
cana-1622	221	22	technique	technique	NOUN
cana-1622	221	23	,	,	PUNCT
cana-1622	221	24	the	the	DET
cana-1622	221	25	complex	complex	ADJ
cana-1622	221	26	network	network	NOUN
cana-1622	221	27	,	,	PUNCT
cana-1622	221	28	and	and	CCONJ
cana-1622	221	29	emperor	emperor	NOUN
cana-1622	221	30	penguin	penguin	NOUN
cana-1622	221	31	evolutionary	evolutionary	ADJ
cana-1622	221	32	algorithm	algorithm	NOUN
cana-1622	221	33	modelling	modelling	NOUN
cana-1622	221	34	to	to	PART
cana-1622	221	35	tackle	tackle	VERB
cana-1622	221	36	this	this	DET
cana-1622	221	37	challenge	challenge	NOUN
cana-1622	221	38	.	.	PUNCT
cana-1622	222	1	the	the	DET
cana-1622	222	2	network	network	NOUN
cana-1622	222	3	topology	topology	NOUN
cana-1622	222	4	of	of	ADP
cana-1622	222	5	urban	urban	ADJ
cana-1622	222	6	drainage	drainage	NOUN
cana-1622	222	7	systems	system	NOUN
cana-1622	222	8	may	may	AUX
cana-1622	222	9	be	be	AUX
cana-1622	222	10	optimised	optimise	VERB
cana-1622	222	11	using	use	VERB
cana-1622	222	12	this	this	DET
cana-1622	222	13	technology	technology	NOUN
cana-1622	222	14	,	,	PUNCT
cana-1622	222	15	which	which	PRON
cana-1622	222	16	makes	make	VERB
cana-1622	222	17	it	it	PRON
cana-1622	222	18	possible	possible	ADJ
cana-1622	222	19	to	to	PART
cana-1622	222	20	precisely	precisely	ADV
cana-1622	222	21	identify	identify	VERB
cana-1622	222	22	where	where	SCONJ
cana-1622	222	23	to	to	PART
cana-1622	222	24	enhance	enhance	VERB
cana-1622	222	25	pipeline	pipeline	NOUN
cana-1622	222	26	redundancies	redundancy	NOUN
cana-1622	222	27	.	.	PUNCT
cana-1622	223	1	this	this	DET
cana-1622	223	2	technique	technique	NOUN
cana-1622	223	3	's	's	PART
cana-1622	223	4	early	early	ADJ
cana-1622	223	5	phase	phase	NOUN
cana-1622	223	6	involves	involve	VERB
cana-1622	223	7	applying	apply	VERB
cana-1622	223	8	graph	graph	NOUN
cana-1622	223	9	theory	theory	NOUN
cana-1622	223	10	and	and	CCONJ
cana-1622	223	11	emperor	emperor	NOUN
cana-1622	223	12	penguin	penguin	NOUN
cana-1622	223	13	algorithms	algorithm	NOUN
cana-1622	223	14	to	to	PART
cana-1622	223	15	create	create	VERB
cana-1622	223	16	the	the	DET
cana-1622	223	17	initial	initial	ADJ
cana-1622	223	18	optimal	optimal	ADJ
cana-1622	223	19	hydraulic	hydraulic	ADJ
cana-1622	223	20	design	design	NOUN
cana-1622	223	21	and	and	CCONJ
cana-1622	223	22	layout	layout	NOUN
cana-1622	223	23	.	.	PUNCT
cana-1622	224	1	throughout	throughout	ADP
cana-1622	224	2	this	this	DET
cana-1622	224	3	method	method	NOUN
cana-1622	224	4	,	,	PUNCT
cana-1622	224	5	the	the	DET
cana-1622	224	6	network	network	NOUN
cana-1622	224	7	topology	topology	NOUN
cana-1622	224	8	is	be	AUX
cana-1622	224	9	optimised	optimise	VERB
cana-1622	224	10	by	by	ADP
cana-1622	224	11	using	use	VERB
cana-1622	224	12	graph	graph	NOUN
cana-1622	224	13	theory	theory	NOUN
cana-1622	224	14	and	and	CCONJ
cana-1622	224	15	mperor	mperor	NOUN
cana-1622	224	16	penguin	penguin	NOUN
cana-1622	224	17	algorithms	algorithm	NOUN
cana-1622	224	18	once	once	ADV
cana-1622	224	19	a	a	DET
cana-1622	224	20	completely	completely	ADV
cana-1622	224	21	looped	loop	VERB
cana-1622	224	22	structure	structure	NOUN
cana-1622	224	23	with	with	ADP
cana-1622	224	24	all	all	DET
cana-1622	224	25	conceivable	conceivable	ADJ
cana-1622	224	26	conduits	conduit	NOUN
cana-1622	224	27	interconnected	interconnect	VERB
cana-1622	224	28	has	have	AUX
cana-1622	224	29	been	be	AUX
cana-1622	224	30	created	create	VERB
cana-1622	224	31	.	.	PUNCT
cana-1622	225	1	usually	usually	ADV
cana-1622	225	2	,	,	PUNCT
cana-1622	225	3	the	the	DET
cana-1622	225	4	optimised	optimise	VERB
cana-1622	225	5	network	network	NOUN
cana-1622	225	6	that	that	PRON
cana-1622	225	7	emerges	emerge	VERB
cana-1622	225	8	is	be	AUX
cana-1622	225	9	a	a	DET
cana-1622	225	10	lot	lot	NOUN
cana-1622	225	11	more	more	ADV
cana-1622	225	12	effective	effective	ADJ
cana-1622	225	13	than	than	ADP
cana-1622	225	14	the	the	DET
cana-1622	225	15	base	base	NOUN
cana-1622	225	16	network	network	NOUN
cana-1622	225	17	.	.	PUNCT
cana-1622	226	1	the	the	DET
cana-1622	226	2	second	second	ADJ
cana-1622	226	3	phase	phase	NOUN
cana-1622	226	4	involves	involve	VERB
cana-1622	226	5	using	use	VERB
cana-1622	226	6	complicated	complicated	ADJ
cana-1622	226	7	network	network	NOUN
cana-1622	226	8	evaluation	evaluation	NOUN
cana-1622	226	9	to	to	PART
cana-1622	226	10	locate	locate	VERB
cana-1622	226	11	the	the	DET
cana-1622	226	12	network	network	NOUN
cana-1622	226	13	's	's	PART
cana-1622	226	14	essential	essential	ADJ
cana-1622	226	15	nodes	node	NOUN
cana-1622	226	16	and	and	CCONJ
cana-1622	226	17	boosting	boost	VERB
cana-1622	226	18	structural	structural	ADJ
cana-1622	226	19	redundancy	redundancy	NOUN
cana-1622	226	20	where	where	SCONJ
cana-1622	226	21	node	node	ADJ
cana-1622	226	22	values	value	NOUN
cana-1622	226	23	are	be	AUX
cana-1622	226	24	greater	great	ADJ
cana-1622	226	25	in	in	SCONJ
cana-1622	226	26	order	order	NOUN
cana-1622	226	27	to	to	PART
cana-1622	226	28	strengthen	strengthen	VERB
cana-1622	226	29	the	the	DET
cana-1622	226	30	platform	platform	NOUN
cana-1622	226	31	's	's	PART
cana-1622	226	32	resiliency.the	resiliency.the	DET
cana-1622	226	33	issue	issue	NOUN
cana-1622	226	34	of	of	ADP
cana-1622	226	35	where	where	SCONJ
cana-1622	226	36	to	to	PART
cana-1622	226	37	enlarge	enlarge	VERB
cana-1622	226	38	the	the	DET
cana-1622	226	39	loop	loop	NOUN
cana-1622	226	40	is	be	AUX
cana-1622	226	41	resolved	resolve	VERB
cana-1622	226	42	by	by	ADP
cana-1622	226	43	using	use	VERB
cana-1622	226	44	complex	complex	ADJ
cana-1622	226	45	network	network	NOUN
cana-1622	226	46	analysis	analysis	NOUN
cana-1622	226	47	to	to	PART
cana-1622	226	48	determine	determine	VERB
cana-1622	226	49	the	the	DET
cana-1622	226	50	critical	critical	ADJ
cana-1622	226	51	nodes	node	NOUN
cana-1622	226	52	in	in	ADP
cana-1622	226	53	the	the	DET
cana-1622	226	54	drainage	drainage	NOUN
cana-1622	226	55	network	network	NOUN
cana-1622	226	56	and	and	CCONJ
cana-1622	226	57	then	then	ADV
cana-1622	226	58	pinpoint	pinpoint	VERB
cana-1622	226	59	the	the	DET
cana-1622	226	60	position	position	NOUN
cana-1622	226	61	of	of	ADP
cana-1622	226	62	additional	additional	ADJ
cana-1622	226	63	pipes	pipe	NOUN
cana-1622	226	64	.	.	PUNCT
cana-1622	227	1	the	the	DET
cana-1622	227	2	case	case	NOUN
cana-1622	227	3	study	study	NOUN
cana-1622	227	4	in	in	ADP
cana-1622	227	5	an	an	DET
cana-1622	227	6	communications	communication	NOUN
cana-1622	227	7	on	on	ADP
cana-1622	227	8	applied	apply	VERB
cana-1622	227	9	nonlinear	nonlinear	ADJ
cana-1622	227	10	analysis	analysis	NOUN
cana-1622	227	11	issn	issn	NOUN
cana-1622	227	12	:	:	PUNCT
cana-1622	227	13	1074	1074	NUM
cana-1622	227	14	-	-	PUNCT
cana-1622	227	15	133x	133x	NUM
cana-1622	227	16	vol	vol	NOUN
cana-1622	227	17	32	32	NUM
cana-1622	227	18	no	no	NOUN
cana-1622	227	19	.	.	NOUN
cana-1622	227	20	1	1	NUM
cana-1622	227	21	(	(	PUNCT
cana-1622	227	22	2025	2025	NUM
cana-1622	227	23	)	)	PUNCT
cana-1622	227	24	88	88	NUM
cana-1622	228	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	228	2	urban	urban	ADJ
cana-1622	228	3	setting	setting	NOUN
cana-1622	228	4	illustrates	illustrate	VERB
cana-1622	228	5	how	how	SCONJ
cana-1622	228	6	expanding	expand	VERB
cana-1622	228	7	the	the	DET
cana-1622	228	8	network	network	NOUN
cana-1622	228	9	's	's	PART
cana-1622	228	10	pipeline	pipeline	NOUN
cana-1622	228	11	redundancies	redundancy	NOUN
cana-1622	228	12	might	might	AUX
cana-1622	228	13	enhance	enhance	VERB
cana-1622	228	14	drainage	drainage	NOUN
cana-1622	228	15	performance	performance	NOUN
cana-1622	228	16	.	.	PUNCT
cana-1622	229	1	the	the	DET
cana-1622	229	2	structure	structure	NOUN
cana-1622	229	3	that	that	PRON
cana-1622	229	4	incorporates	incorporate	VERB
cana-1622	229	5	redundancies	redundancy	NOUN
cana-1622	229	6	can	can	AUX
cana-1622	229	7	reduce	reduce	VERB
cana-1622	229	8	the	the	DET
cana-1622	229	9	total	total	ADJ
cana-1622	229	10	overflow	overflow	NOUN
cana-1622	229	11	volume	volume	NOUN
cana-1622	229	12	(	(	PUNCT
cana-1622	229	13	tov	tov	INTJ
cana-1622	229	14	)	)	PUNCT
cana-1622	229	15	by	by	ADP
cana-1622	229	16	20–30	20–30	NUM
cana-1622	229	17	%	%	NOUN
cana-1622	229	18	and	and	CCONJ
cana-1622	229	19	the	the	DET
cana-1622	229	20	maximum	maximum	ADJ
cana-1622	229	21	flood	flood	NOUN
cana-1622	229	22	duration	duration	NOUN
cana-1622	229	23	by	by	ADP
cana-1622	229	24	2	2	NUM
cana-1622	229	25	-	-	SYM
cana-1622	229	26	3	3	NUM
cana-1622	229	27	hours	hour	NOUN
cana-1622	229	28	when	when	SCONJ
cana-1622	229	29	compared	compare	VERB
cana-1622	229	30	to	to	ADP
cana-1622	229	31	a	a	DET
cana-1622	229	32	structure	structure	NOUN
cana-1622	229	33	that	that	PRON
cana-1622	229	34	does	do	VERB
cana-1622	229	35	not	not	PART
cana-1622	229	36	.	.	PUNCT
cana-1622	230	1	the	the	DET
cana-1622	230	2	results	result	NOUN
cana-1622	230	3	show	show	VERB
cana-1622	230	4	that	that	SCONJ
cana-1622	230	5	a	a	DET
cana-1622	230	6	network	network	NOUN
cana-1622	230	7	with	with	ADP
cana-1622	230	8	more	more	ADJ
cana-1622	230	9	redundant	redundant	ADJ
cana-1622	230	10	pipelines	pipeline	NOUN
cana-1622	230	11	is	be	AUX
cana-1622	230	12	both	both	CCONJ
cana-1622	230	13	more	more	ADV
cana-1622	230	14	successful	successful	ADJ
cana-1622	230	15	at	at	ADP
cana-1622	230	16	reducing	reduce	VERB
cana-1622	230	17	floods	flood	NOUN
cana-1622	230	18	and	and	CCONJ
cana-1622	230	19	has	have	VERB
cana-1622	230	20	greater	great	ADJ
cana-1622	230	21	potential	potential	NOUN
cana-1622	230	22	to	to	PART
cana-1622	230	23	increase	increase	VERB
cana-1622	230	24	resilience	resilience	NOUN
cana-1622	230	25	.	.	PUNCT
cana-1622	231	1	because	because	SCONJ
cana-1622	231	2	of	of	ADP
cana-1622	231	3	the	the	DET
cana-1622	231	4	structure	structure	NOUN
cana-1622	231	5	and	and	CCONJ
cana-1622	231	6	interaction	interaction	NOUN
cana-1622	231	7	of	of	ADP
cana-1622	231	8	edges	edge	NOUN
cana-1622	231	9	and	and	CCONJ
cana-1622	231	10	nodes	node	NOUN
cana-1622	231	11	,	,	PUNCT
cana-1622	231	12	pipe	pipe	NOUN
cana-1622	231	13	networks	network	NOUN
cana-1622	231	14	in	in	ADP
cana-1622	231	15	urban	urban	ADJ
cana-1622	231	16	drainage	drainage	NOUN
cana-1622	231	17	systems	system	NOUN
cana-1622	231	18	frequently	frequently	ADV
cana-1622	231	19	exhibit	exhibit	VERB
cana-1622	231	20	a	a	DET
cana-1622	231	21	variety	variety	NOUN
cana-1622	231	22	of	of	ADP
cana-1622	231	23	spatial	spatial	ADJ
cana-1622	231	24	and	and	CCONJ
cana-1622	231	25	temporal	temporal	ADJ
cana-1622	231	26	behaviours	behaviour	NOUN
cana-1622	231	27	.	.	PUNCT
cana-1622	232	1	the	the	DET
cana-1622	232	2	issue	issue	NOUN
cana-1622	232	3	of	of	ADP
cana-1622	232	4	where	where	SCONJ
cana-1622	232	5	to	to	PART
cana-1622	232	6	enlarge	enlarge	VERB
cana-1622	232	7	the	the	DET
cana-1622	232	8	loop	loop	NOUN
cana-1622	232	9	is	be	AUX
cana-1622	232	10	resolved	resolve	VERB
cana-1622	232	11	by	by	ADP
cana-1622	232	12	the	the	DET
cana-1622	232	13	complicated	complicated	ADJ
cana-1622	232	14	network	network	NOUN
cana-1622	232	15	analysis	analysis	NOUN
cana-1622	232	16	employed	employ	VERB
cana-1622	232	17	in	in	ADP
cana-1622	232	18	this	this	DET
cana-1622	232	19	technology	technology	NOUN
cana-1622	232	20	,	,	PUNCT
cana-1622	232	21	which	which	PRON
cana-1622	232	22	makes	make	VERB
cana-1622	232	23	it	it	PRON
cana-1622	232	24	possible	possible	ADJ
cana-1622	232	25	to	to	PART
cana-1622	232	26	identify	identify	VERB
cana-1622	232	27	the	the	DET
cana-1622	232	28	critical	critical	ADJ
cana-1622	232	29	drainage	drainage	NOUN
cana-1622	232	30	network	network	NOUN
cana-1622	232	31	nodes	node	NOUN
cana-1622	232	32	and	and	CCONJ
cana-1622	232	33	then	then	ADV
cana-1622	232	34	pinpoint	pinpoint	VERB
cana-1622	232	35	the	the	DET
cana-1622	232	36	locations	location	NOUN
cana-1622	232	37	of	of	ADP
cana-1622	232	38	new	new	ADJ
cana-1622	232	39	pipes	pipe	NOUN
cana-1622	232	40	.	.	PUNCT
cana-1622	233	1	the	the	DET
cana-1622	233	2	newly	newly	ADV
cana-1622	233	3	created	create	VERB
cana-1622	233	4	network	network	NOUN
cana-1622	233	5	structure	structure	NOUN
cana-1622	233	6	optimization	optimization	NOUN
cana-1622	233	7	approach	approach	NOUN
cana-1622	233	8	presents	present	VERB
cana-1622	233	9	new	new	ADJ
cana-1622	233	10	potential	potential	NOUN
cana-1622	233	11	for	for	ADP
cana-1622	233	12	enhancing	enhance	VERB
cana-1622	233	13	the	the	DET
cana-1622	233	14	flexibility	flexibility	NOUN
cana-1622	233	15	of	of	ADP
cana-1622	233	16	the	the	DET
cana-1622	233	17	urban	urban	ADJ
cana-1622	233	18	storm	storm	NOUN
cana-1622	233	19	water	water	NOUN
cana-1622	233	20	structures	structure	NOUN
cana-1622	233	21	and	and	CCONJ
cana-1622	233	22	a	a	DET
cana-1622	233	23	means	means	NOUN
cana-1622	233	24	to	to	PART
cana-1622	233	25	improve	improve	VERB
cana-1622	233	26	pipeline	pipeline	NOUN
cana-1622	233	27	redundancies	redundancy	NOUN
cana-1622	233	28	.	.	PUNCT
cana-1622	234	1	the	the	DET
cana-1622	234	2	suggested	suggest	VERB
cana-1622	234	3	approach	approach	NOUN
cana-1622	234	4	may	may	AUX
cana-1622	234	5	have	have	VERB
cana-1622	234	6	a	a	DET
cana-1622	234	7	number	number	NOUN
cana-1622	234	8	of	of	ADP
cana-1622	234	9	advantages	advantage	NOUN
cana-1622	234	10	.	.	PUNCT
cana-1622	235	1	to	to	PART
cana-1622	235	2	begin	begin	VERB
cana-1622	235	3	with	with	ADP
cana-1622	235	4	,	,	PUNCT
cana-1622	235	5	it	it	PRON
cana-1622	235	6	makes	make	VERB
cana-1622	235	7	it	it	PRON
cana-1622	235	8	possible	possible	ADJ
cana-1622	235	9	to	to	ADP
cana-1622	235	10	precisely	precisely	ADV
cana-1622	235	11	pinpoint	pinpoint	VERB
cana-1622	235	12	where	where	SCONJ
cana-1622	235	13	to	to	PART
cana-1622	235	14	add	add	VERB
cana-1622	235	15	pipeline	pipeline	NOUN
cana-1622	235	16	redundancies	redundancy	NOUN
cana-1622	235	17	in	in	ADP
cana-1622	235	18	order	order	NOUN
cana-1622	235	19	to	to	PART
cana-1622	235	20	improve	improve	VERB
cana-1622	235	21	the	the	DET
cana-1622	235	22	network	network	NOUN
cana-1622	235	23	layout	layout	NOUN
cana-1622	235	24	of	of	ADP
cana-1622	235	25	urban	urban	ADJ
cana-1622	235	26	drainage	drainage	NOUN
cana-1622	235	27	systems	system	NOUN
cana-1622	235	28	.	.	PUNCT
cana-1622	236	1	secondly	secondly	ADV
cana-1622	236	2	,	,	PUNCT
cana-1622	236	3	it	it	PRON
cana-1622	236	4	can	can	AUX
cana-1622	236	5	improve	improve	VERB
cana-1622	236	6	drainage	drainage	NOUN
cana-1622	236	7	performance	performance	NOUN
cana-1622	236	8	and	and	CCONJ
cana-1622	236	9	reduce	reduce	VERB
cana-1622	236	10	the	the	DET
cana-1622	236	11	risk	risk	NOUN
cana-1622	236	12	of	of	ADP
cana-1622	236	13	flooding	flooding	NOUN
cana-1622	236	14	.	.	PUNCT
cana-1622	237	1	thirdly	thirdly	ADV
cana-1622	237	2	,	,	PUNCT
cana-1622	237	3	it	it	PRON
cana-1622	237	4	can	can	AUX
cana-1622	237	5	increase	increase	VERB
cana-1622	237	6	the	the	DET
cana-1622	237	7	resilience	resilience	NOUN
cana-1622	237	8	of	of	ADP
cana-1622	237	9	urban	urban	ADJ
cana-1622	237	10	storm	storm	NOUN
cana-1622	237	11	water	water	NOUN
cana-1622	237	12	systems	system	NOUN
cana-1622	237	13	by	by	ADP
cana-1622	237	14	increasing	increase	VERB
cana-1622	237	15	pipeline	pipeline	NOUN
cana-1622	237	16	redundancies	redundancy	NOUN
cana-1622	237	17	.	.	PUNCT
cana-1622	238	1	finally	finally	ADV
cana-1622	238	2	,	,	PUNCT
cana-1622	238	3	it	it	PRON
cana-1622	238	4	provides	provide	VERB
cana-1622	238	5	a	a	DET
cana-1622	238	6	new	new	ADJ
cana-1622	238	7	way	way	NOUN
cana-1622	238	8	to	to	PART
cana-1622	238	9	design	design	VERB
cana-1622	238	10	and	and	CCONJ
cana-1622	238	11	plan	plan	VERB
cana-1622	238	12	urban	urban	ADJ
cana-1622	238	13	drainage	drainage	NOUN
cana-1622	238	14	systems	system	NOUN
cana-1622	238	15	that	that	PRON
cana-1622	238	16	are	be	AUX
cana-1622	238	17	based	base	VERB
cana-1622	238	18	on	on	ADP
cana-1622	238	19	complex	complex	ADJ
cana-1622	238	20	network	network	NOUN
cana-1622	238	21	analysis	analysis	NOUN
cana-1622	238	22	and	and	CCONJ
cana-1622	238	23	optimization	optimization	NOUN
cana-1622	238	24	techniques	technique	NOUN
cana-1622	238	25	.	.	PUNCT
cana-1622	239	1	however	however	ADV
cana-1622	239	2	,	,	PUNCT
cana-1622	239	3	there	there	PRON
cana-1622	239	4	are	be	VERB
cana-1622	239	5	also	also	ADV
cana-1622	239	6	some	some	DET
cana-1622	239	7	limitations	limitation	NOUN
cana-1622	239	8	and	and	CCONJ
cana-1622	239	9	challenges	challenge	NOUN
cana-1622	239	10	to	to	ADP
cana-1622	239	11	this	this	DET
cana-1622	239	12	method	method	NOUN
cana-1622	239	13	.	.	PUNCT
cana-1622	240	1	in	in	ADP
cana-1622	240	2	order	order	NOUN
cana-1622	240	3	to	to	PART
cana-1622	240	4	improve	improve	VERB
cana-1622	240	5	the	the	DET
cana-1622	240	6	drainage	drainage	NOUN
cana-1622	240	7	performance	performance	NOUN
cana-1622	240	8	of	of	ADP
cana-1622	240	9	urban	urban	ADJ
cana-1622	240	10	drainage	drainage	NOUN
cana-1622	240	11	networks	network	NOUN
cana-1622	240	12	,	,	PUNCT
cana-1622	240	13	it	it	PRON
cana-1622	240	14	is	be	AUX
cana-1622	240	15	first	first	ADV
cana-1622	240	16	necessary	necessary	ADJ
cana-1622	240	17	to	to	PART
cana-1622	240	18	further	far	ADV
cana-1622	240	19	explore	explore	VERB
cana-1622	240	20	the	the	DET
cana-1622	240	21	cost	cost	NOUN
cana-1622	240	22	-	-	PUNCT
cana-1622	240	23	effectiveness	effectiveness	NOUN
cana-1622	240	24	of	of	ADP
cana-1622	240	25	expanding	expand	VERB
cana-1622	240	26	redundancy	redundancy	NOUN
cana-1622	240	27	.	.	PUNCT
cana-1622	241	1	second	second	ADJ
cana-1622	241	2	,	,	PUNCT
cana-1622	241	3	it	it	PRON
cana-1622	241	4	is	be	AUX
cana-1622	241	5	advised	advise	VERB
cana-1622	241	6	that	that	SCONJ
cana-1622	241	7	future	future	ADJ
cana-1622	241	8	research	research	NOUN
cana-1622	241	9	use	use	NOUN
cana-1622	241	10	resilience	resilience	NOUN
cana-1622	241	11	indicators	indicator	NOUN
cana-1622	241	12	to	to	PART
cana-1622	241	13	assess	assess	VERB
cana-1622	241	14	how	how	SCONJ
cana-1622	241	15	redundancy	redundancy	NOUN
cana-1622	241	16	affects	affect	VERB
cana-1622	241	17	system	system	NOUN
cana-1622	241	18	reliability	reliability	NOUN
cana-1622	241	19	.	.	PUNCT
cana-1622	242	1	thirdly	thirdly	ADV
cana-1622	242	2	,	,	PUNCT
cana-1622	242	3	the	the	DET
cana-1622	242	4	method	method	NOUN
cana-1622	242	5	needs	need	VERB
cana-1622	242	6	to	to	PART
cana-1622	242	7	be	be	AUX
cana-1622	242	8	validated	validate	VERB
cana-1622	242	9	through	through	ADP
cana-1622	242	10	more	more	ADJ
cana-1622	242	11	case	case	NOUN
cana-1622	242	12	studies	study	NOUN
cana-1622	242	13	and	and	CCONJ
cana-1622	242	14	comparisons	comparison	NOUN
cana-1622	242	15	with	with	ADP
cana-1622	242	16	other	other	ADJ
cana-1622	242	17	optimization	optimization	NOUN
cana-1622	242	18	methods	method	NOUN
cana-1622	242	19	.	.	PUNCT
cana-1622	243	1	in	in	ADP
cana-1622	243	2	summary	summary	NOUN
cana-1622	243	3	,	,	PUNCT
cana-1622	243	4	the	the	DET
cana-1622	243	5	suggested	suggest	VERB
cana-1622	243	6	optimization	optimization	NOUN
cana-1622	243	7	strategy	strategy	NOUN
cana-1622	243	8	again	again	ADV
cana-1622	243	9	for	for	ADP
cana-1622	243	10	network	network	NOUN
cana-1622	243	11	layout	layout	NOUN
cana-1622	243	12	of	of	ADP
cana-1622	243	13	urban	urban	ADJ
cana-1622	243	14	drainage	drainage	NOUN
cana-1622	243	15	channels	channel	NOUN
cana-1622	243	16	does	do	AUX
cana-1622	243	17	have	have	VERB
cana-1622	243	18	the	the	DET
cana-1622	243	19	capacity	capacity	NOUN
cana-1622	243	20	to	to	PART
cana-1622	243	21	strengthen	strengthen	VERB
cana-1622	243	22	the	the	DET
cana-1622	243	23	resiliency	resiliency	NOUN
cana-1622	243	24	of	of	ADP
cana-1622	243	25	urban	urban	ADJ
cana-1622	243	26	storm	storm	NOUN
cana-1622	243	27	water	water	NOUN
cana-1622	243	28	facilities	facility	NOUN
cana-1622	243	29	,	,	PUNCT
cana-1622	243	30	enhance	enhance	VERB
cana-1622	243	31	drainage	drainage	NOUN
cana-1622	243	32	effectiveness	effectiveness	NOUN
cana-1622	243	33	,	,	PUNCT
cana-1622	243	34	and	and	CCONJ
cana-1622	243	35	lower	lower	VERB
cana-1622	243	36	the	the	DET
cana-1622	243	37	danger	danger	NOUN
cana-1622	243	38	of	of	ADP
cana-1622	243	39	floods	flood	NOUN
cana-1622	243	40	.	.	PUNCT
cana-1622	244	1	it	it	PRON
cana-1622	244	2	uses	use	VERB
cana-1622	244	3	the	the	DET
cana-1622	244	4	graph	graph	NOUN
cana-1622	244	5	theory	theory	NOUN
cana-1622	244	6	method	method	NOUN
cana-1622	244	7	,	,	PUNCT
cana-1622	244	8	the	the	DET
cana-1622	244	9	emperor	emperor	NOUN
cana-1622	244	10	methodology	methodology	NOUN
cana-1622	244	11	,	,	PUNCT
cana-1622	244	12	and	and	CCONJ
cana-1622	244	13	complicated	complicated	ADJ
cana-1622	244	14	networking	networking	NOUN
cana-1622	244	15	evaluation	evaluation	NOUN
cana-1622	244	16	to	to	PART
cana-1622	244	17	pinpoint	pinpoint	VERB
cana-1622	244	18	the	the	DET
cana-1622	244	19	network	network	NOUN
cana-1622	244	20	's	's	PART
cana-1622	244	21	most	most	ADV
cana-1622	244	22	important	important	ADJ
cana-1622	244	23	nodes	node	NOUN
cana-1622	244	24	and	and	CCONJ
cana-1622	244	25	boost	boost	VERB
cana-1622	244	26	pipeline	pipeline	NOUN
cana-1622	244	27	redundancy	redundancy	NOUN
cana-1622	244	28	where	where	SCONJ
cana-1622	244	29	node	node	ADJ
cana-1622	244	30	values	value	NOUN
cana-1622	244	31	are	be	AUX
cana-1622	244	32	greater	great	ADJ
cana-1622	244	33	.	.	PUNCT
cana-1622	245	1	future	future	ADJ
cana-1622	245	2	studies	study	NOUN
cana-1622	245	3	should	should	AUX
cana-1622	245	4	examine	examine	VERB
cana-1622	245	5	the	the	DET
cana-1622	245	6	cost	cost	NOUN
cana-1622	245	7	-	-	PUNCT
cana-1622	245	8	effectiveness	effectiveness	NOUN
cana-1622	245	9	of	of	ADP
cana-1622	245	10	boosting	boost	VERB
cana-1622	245	11	redundancies	redundancy	NOUN
cana-1622	245	12	and	and	CCONJ
cana-1622	245	13	create	create	VERB
cana-1622	245	14	resiliency	resiliency	NOUN
cana-1622	245	15	indexes	index	NOUN
cana-1622	245	16	to	to	PART
cana-1622	245	17	assess	assess	VERB
cana-1622	245	18	how	how	SCONJ
cana-1622	245	19	redundancy	redundancy	NOUN
cana-1622	245	20	affects	affect	VERB
cana-1622	245	21	system	system	NOUN
cana-1622	245	22	reliability	reliability	NOUN
cana-1622	245	23	.	.	PUNCT
cana-1622	246	1	reference	reference	NOUN
cana-1622	246	2	[	[	X
cana-1622	246	3	1	1	NUM
cana-1622	246	4	]	]	X
cana-1622	246	5	bastian	bastian	NOUN
cana-1622	246	6	,	,	PUNCT
cana-1622	246	7	m.	m.	NOUN
cana-1622	246	8	,	,	PUNCT
cana-1622	246	9	s.	s.	PROPN
cana-1622	246	10	heymann	heymann	PROPN
cana-1622	246	11	,	,	PUNCT
cana-1622	246	12	and	and	CCONJ
cana-1622	246	13	m.	m.	NOUN
cana-1622	246	14	jacomy	jacomy	NOUN
cana-1622	246	15	.	.	PUNCT
cana-1622	247	1	2009	2009	NUM
cana-1622	247	2	.	.	PUNCT
cana-1622	248	1	gephi	gephi	ADJ
cana-1622	248	2	:	:	PUNCT
cana-1622	248	3	an	an	DET
cana-1622	248	4	open	open	ADJ
cana-1622	248	5	source	source	NOUN
cana-1622	248	6	software	software	NOUN
cana-1622	248	7	for	for	ADP
cana-1622	248	8	exploring	explore	VERB
cana-1622	248	9	and	and	CCONJ
cana-1622	248	10	manipulating	manipulate	VERB
cana-1622	248	11	networks	network	NOUN
cana-1622	248	12	.	.	PUNCT
cana-1622	249	1	in	in	ADP
cana-1622	249	2	proceedings	proceeding	NOUN
cana-1622	249	3	of	of	ADP
cana-1622	249	4	the	the	DET
cana-1622	249	5	third	third	ADJ
cana-1622	249	6	international	international	PROPN
cana-1622	249	7	aaai	aaai	PROPN
cana-1622	249	8	conference	conference	NOUN
cana-1622	249	9	on	on	ADP
cana-1622	249	10	weblogs	weblog	NOUN
cana-1622	249	11	and	and	CCONJ
cana-1622	249	12	social	social	ADJ
cana-1622	249	13	media	medium	NOUN
cana-1622	249	14	(	(	PUNCT
cana-1622	249	15	icwsm	icwsm	ADJ
cana-1622	249	16	2009	2009	NUM
cana-1622	249	17	)	)	PUNCT
cana-1622	249	18	,	,	PUNCT
cana-1622	249	19	17–20	17–20	NUM
cana-1622	249	20	may	may	PROPN
cana-1622	249	21	2009	2009	NUM
cana-1622	249	22	,	,	PUNCT
cana-1622	249	23	san	san	PROPN
cana-1622	249	24	jose	jose	PROPN
cana-1622	249	25	,	,	PUNCT
cana-1622	249	26	california	california	PROPN
cana-1622	249	27	,	,	PUNCT
cana-1622	249	28	usa	usa	PROPN
cana-1622	249	29	,	,	PUNCT
cana-1622	249	30	3(1	3(1	NUM
cana-1622	249	31	)	)	PUNCT
cana-1622	249	32	,	,	PUNCT
cana-1622	249	33	361–362	361–362	NUM
cana-1622	249	34	.	.	PUNCT
cana-1622	250	1	[	[	X
cana-1622	250	2	2	2	NUM
cana-1622	250	3	]	]	PUNCT
cana-1622	250	4	brandes	brande	NOUN
cana-1622	250	5	,	,	PUNCT
cana-1622	250	6	u.	u.	PROPN
cana-1622	250	7	2001	2001	NUM
cana-1622	250	8	.	.	PUNCT
cana-1622	251	1	a	a	DET
cana-1622	251	2	faster	fast	ADJ
cana-1622	251	3	algorithm	algorithm	NOUN
cana-1622	251	4	for	for	ADP
cana-1622	251	5	betweenness	betweenness	ADJ
cana-1622	251	6	centrality	centrality	NOUN
cana-1622	251	7	.	.	PUNCT
cana-1622	252	1	the	the	DET
cana-1622	252	2	journal	journal	NOUN
cana-1622	252	3	of	of	ADP
cana-1622	252	4	mathematical	mathematical	ADJ
cana-1622	252	5	sociology	sociology	NOUN
cana-1622	252	6	25(2	25(2	NOUN
cana-1622	252	7	):	):	PUNCT
cana-1622	252	8	163–177	163–177	NUM
cana-1622	252	9	.	.	PUNCT
cana-1622	253	1	[	[	X
cana-1622	253	2	3	3	NUM
cana-1622	253	3	]	]	X
cana-1622	253	4	chen	chen	PROPN
cana-1622	253	5	,	,	PUNCT
cana-1622	253	6	s.s	s.s	PROPN
cana-1622	253	7	.	.	PROPN
cana-1622	253	8	,	,	PUNCT
cana-1622	253	9	d.c.w	d.c.w	PROPN
cana-1622	253	10	.	.	PUNCT
cana-1622	254	1	tsang	tsang	PROPN
cana-1622	254	2	,	,	PUNCT
cana-1622	254	3	m.	m.	NOUN
cana-1622	254	4	he	he	PRON
cana-1622	254	5	,	,	PUNCT
cana-1622	254	6	y.	y.	PROPN
cana-1622	254	7	sun	sun	PROPN
cana-1622	254	8	,	,	PUNCT
cana-1622	254	9	l.s.y	l.s.y	PROPN
cana-1622	254	10	.	.	PUNCT
cana-1622	255	1	lau	lau	PROPN
cana-1622	255	2	,	,	PUNCT
cana-1622	255	3	r.w.m	r.w.m	PROPN
cana-1622	255	4	.	.	PROPN
cana-1622	255	5	leung	leung	PROPN
cana-1622	255	6	,	,	PUNCT
cana-1622	255	7	and	and	CCONJ
cana-1622	255	8	s.	s.	PROPN
cana-1622	255	9	mohanty	mohanty	PROPN
cana-1622	255	10	.	.	PUNCT
cana-1622	255	11	2021	2021	NUM
cana-1622	255	12	.	.	PUNCT
cana-1622	256	1	designing	design	VERB
cana-1622	256	2	sustainable	sustainable	ADJ
cana-1622	256	3	drainage	drainage	NOUN
cana-1622	256	4	systems	system	NOUN
cana-1622	256	5	in	in	ADP
cana-1622	256	6	subtropical	subtropical	ADJ
cana-1622	256	7	cities	city	NOUN
cana-1622	256	8	:	:	PUNCT
cana-1622	256	9	challenges	challenge	NOUN
cana-1622	256	10	and	and	CCONJ
cana-1622	256	11	opportunities	opportunity	NOUN
cana-1622	256	12	.	.	PUNCT
cana-1622	257	1	journal	journal	NOUN
cana-1622	257	2	of	of	ADP
cana-1622	257	3	cleaner	clean	ADJ
cana-1622	257	4	production	production	NOUN
cana-1622	257	5	280	280	NUM
cana-1622	257	6	:	:	PUNCT
cana-1622	257	7	article	article	NOUN
cana-1622	257	8	124418	124418	NUM
cana-1622	257	9	.	.	PUNCT
cana-1622	258	1	[	[	X
cana-1622	258	2	4	4	NUM
cana-1622	258	3	]	]	X
cana-1622	258	4	di	di	NOUN
cana-1622	258	5	,	,	PUNCT
cana-1622	258	6	b.x	b.x	PROPN
cana-1622	258	7	.	.	PROPN
cana-1622	258	8	,	,	PUNCT
cana-1622	258	9	y.q	y.q	PROPN
cana-1622	258	10	.	.	PROPN
cana-1622	258	11	zhang	zhang	PROPN
cana-1622	258	12	,	,	PUNCT
cana-1622	258	13	l.y	l.y	PROPN
cana-1622	258	14	.	.	PROPN
cana-1622	258	15	shen	shen	PROPN
cana-1622	258	16	,	,	PUNCT
cana-1622	258	17	q.m	q.m	PROPN
cana-1622	258	18	.	.	PROPN
cana-1622	258	19	kong	kong	PROPN
cana-1622	258	20	,	,	PUNCT
cana-1622	258	21	c.h	c.h	PROPN
cana-1622	258	22	.	.	PROPN
cana-1622	258	23	tian	tian	PROPN
cana-1622	258	24	,	,	PUNCT
cana-1622	258	25	and	and	CCONJ
cana-1622	258	26	k.d	k.d	PROPN
cana-1622	258	27	.	.	PROPN
cana-1622	258	28	shi	shi	PROPN
cana-1622	258	29	.	.	PROPN
cana-1622	258	30	2017	2017	NUM
cana-1622	258	31	.	.	PUNCT
cana-1622	259	1	water	water	NOUN
cana-1622	259	2	supply	supply	NOUN
cana-1622	259	3	and	and	CCONJ
cana-1622	259	4	drainage	drainage	NOUN
cana-1622	259	5	design	design	NOUN
cana-1622	259	6	manual	manual	NOUN
cana-1622	259	7	,	,	PUNCT
cana-1622	259	8	3rd	3rd	ADJ
cana-1622	259	9	edn	edn	NOUN
cana-1622	259	10	.	.	PUNCT
cana-1622	260	1	beijing	beijing	PROPN
cana-1622	260	2	:	:	PUNCT
cana-1622	261	1	china	china	PROPN
cana-1622	261	2	construction	construction	PROPN
cana-1622	261	3	industry	industry	NOUN
cana-1622	261	4	press	press	NOUN
cana-1622	261	5	(	(	PUNCT
cana-1622	261	6	in	in	ADP
cana-1622	261	7	chinese	chinese	PROPN
cana-1622	261	8	)	)	PUNCT
cana-1622	261	9	.	.	PUNCT
cana-1622	262	1	[	[	X
cana-1622	262	2	5	5	NUM
cana-1622	262	3	]	]	X
cana-1622	262	4	freeman	freeman	PROPN
cana-1622	262	5	,	,	PUNCT
cana-1622	262	6	l.c	l.c	PROPN
cana-1622	262	7	.	.	PROPN
cana-1622	262	8	1977	1977	NUM
cana-1622	262	9	.	.	PUNCT
cana-1622	263	1	a	a	DET
cana-1622	263	2	set	set	NOUN
cana-1622	263	3	of	of	ADP
cana-1622	263	4	measures	measure	NOUN
cana-1622	263	5	of	of	ADP
cana-1622	263	6	centrality	centrality	NOUN
cana-1622	263	7	based	base	VERB
cana-1622	263	8	on	on	ADP
cana-1622	263	9	betweenness	betweenness	NOUN
cana-1622	263	10	.	.	PUNCT
cana-1622	264	1	sociometry	sociometry	PROPN
cana-1622	264	2	40(1	40(1	PROPN
cana-1622	264	3	):	):	PUNCT
cana-1622	264	4	article	article	NOUN
cana-1622	264	5	35	35	NUM
cana-1622	264	6	.	.	PUNCT
cana-1622	265	1	[	[	X
cana-1622	265	2	6	6	NUM
cana-1622	265	3	]	]	X
cana-1622	265	4	haghighi	haghighi	PROPN
cana-1622	265	5	,	,	PUNCT
cana-1622	265	6	a.	a.	PROPN
cana-1622	265	7	2013	2013	NUM
cana-1622	265	8	.	.	PUNCT
cana-1622	266	1	loop	loop	NOUN
cana-1622	266	2	-	-	PUNCT
cana-1622	266	3	by	by	ADP
cana-1622	266	4	-	-	PUNCT
cana-1622	266	5	loop	loop	NOUN
cana-1622	266	6	cutting	cut	VERB
cana-1622	266	7	algorithm	algorithm	NOUN
cana-1622	266	8	to	to	PART
cana-1622	266	9	generate	generate	VERB
cana-1622	266	10	layouts	layout	NOUN
cana-1622	266	11	for	for	ADP
cana-1622	266	12	urban	urban	ADJ
cana-1622	266	13	drainage	drainage	NOUN
cana-1622	266	14	systems	system	NOUN
cana-1622	266	15	.	.	PUNCT
cana-1622	267	1	journal	journal	NOUN
cana-1622	267	2	of	of	ADP
cana-1622	267	3	water	water	NOUN
cana-1622	267	4	resources	resource	NOUN
cana-1622	267	5	planning	planning	NOUN
cana-1622	267	6	and	and	CCONJ
cana-1622	267	7	management	management	NOUN
cana-1622	267	8	139(6	139(6	NUM
cana-1622	267	9	):	):	PUNCT
cana-1622	267	10	693–703	693–703	NUM
cana-1622	267	11	.	.	PUNCT
cana-1622	268	1	[	[	X
cana-1622	268	2	7	7	NUM
cana-1622	268	3	]	]	X
cana-1622	268	4	hassan	hassan	PROPN
cana-1622	268	5	,	,	PUNCT
cana-1622	268	6	w.h	w.h	PROPN
cana-1622	268	7	.	.	PROPN
cana-1622	268	8	,	,	PUNCT
cana-1622	268	9	m.h	m.h	PROPN
cana-1622	268	10	.	.	PROPN
cana-1622	268	11	jassem	jassem	PROPN
cana-1622	268	12	,	,	PUNCT
cana-1622	268	13	and	and	CCONJ
cana-1622	268	14	s.s	s.s	PROPN
cana-1622	268	15	.	.	PROPN
cana-1622	268	16	mohammed	mohammed	PROPN
cana-1622	268	17	.	.	PROPN
cana-1622	269	1	2018	2018	NUM
cana-1622	269	2	.	.	PUNCT
cana-1622	270	1	a	a	DET
cana-1622	270	2	ga	ga	NOUN
cana-1622	270	3	-	-	PUNCT
cana-1622	270	4	hp	hp	ADJ
cana-1622	270	5	model	model	NOUN
cana-1622	270	6	for	for	ADP
cana-1622	270	7	the	the	DET
cana-1622	270	8	optimal	optimal	ADJ
cana-1622	270	9	design	design	NOUN
cana-1622	270	10	of	of	ADP
cana-1622	270	11	sewer	sewer	NOUN
cana-1622	270	12	networks	network	NOUN
cana-1622	270	13	.	.	PUNCT
cana-1622	271	1	water	water	NOUN
cana-1622	271	2	resources	resource	NOUN
cana-1622	271	3	management	management	NOUN
cana-1622	271	4	32	32	NUM
cana-1622	271	5	:	:	PUNCT
cana-1622	271	6	865–879	865–879	NUM
cana-1622	271	7	.	.	PUNCT
cana-1622	272	1	communications	communication	NOUN
cana-1622	272	2	on	on	ADP
cana-1622	272	3	applied	apply	VERB
cana-1622	272	4	nonlinear	nonlinear	ADJ
cana-1622	272	5	analysis	analysis	NOUN
cana-1622	272	6	issn	issn	NOUN
cana-1622	272	7	:	:	PUNCT
cana-1622	272	8	1074	1074	NUM
cana-1622	272	9	-	-	PUNCT
cana-1622	272	10	133x	133x	NUM
cana-1622	272	11	vol	vol	NOUN
cana-1622	272	12	32	32	NUM
cana-1622	272	13	no	no	NOUN
cana-1622	272	14	.	.	NOUN
cana-1622	272	15	1	1	NUM
cana-1622	272	16	(	(	PUNCT
cana-1622	272	17	2025	2025	NUM
cana-1622	272	18	)	)	PUNCT
cana-1622	272	19	89	89	NUM
cana-1622	272	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1622	273	1	[	[	X
cana-1622	273	2	8	8	NUM
cana-1622	273	3	]	]	X
cana-1622	273	4	hesarkazzazi	hesarkazzazi	PROPN
cana-1622	273	5	,	,	PUNCT
cana-1622	273	6	s.	s.	PROPN
cana-1622	273	7	,	,	PUNCT
cana-1622	273	8	m.	m.	NOUN
cana-1622	273	9	hajibabaei	hajibabaei	PROPN
cana-1622	273	10	,	,	PUNCT
cana-1622	273	11	j.d	j.d	PROPN
cana-1622	273	12	.	.	PROPN
cana-1622	273	13	reyes	reyes	PROPN
cana-1622	273	14	-	-	PUNCT
cana-1622	273	15	silva	silva	PROPN
cana-1622	273	16	,	,	PUNCT
cana-1622	273	17	p.	p.	NOUN
cana-1622	273	18	krebs	krebs	PROPN
cana-1622	273	19	,	,	PUNCT
cana-1622	273	20	and	and	CCONJ
cana-1622	273	21	r.	r.	PROPN
cana-1622	273	22	sitzenfrei	sitzenfrei	NOUN
cana-1622	273	23	.	.	PUNCT
cana-1622	274	1	2020	2020	NUM
cana-1622	274	2	.	.	PUNCT
cana-1622	275	1	assessing	assess	VERB
cana-1622	275	2	redundancy	redundancy	NOUN
cana-1622	275	3	in	in	ADP
cana-1622	275	4	stormwater	stormwater	NOUN
cana-1622	275	5	structures	structure	NOUN
cana-1622	275	6	under	under	ADP
cana-1622	275	7	hydraulic	hydraulic	ADJ
cana-1622	275	8	design	design	NOUN
cana-1622	275	9	.	.	PUNCT
cana-1622	276	1	water	water	NOUN
cana-1622	276	2	12(4	12(4	PROPN
cana-1622	276	3	):	):	PUNCT
cana-1622	276	4	article	article	NOUN
cana-1622	276	5	1003	1003	NUM
cana-1622	276	6	.	.	PUNCT
cana-1622	277	1	[	[	X
cana-1622	277	2	9	9	NUM
cana-1622	277	3	]	]	SYM
cana-1622	277	4	jenelius	jenelius	NOUN
cana-1622	277	5	,	,	PUNCT
cana-1622	277	6	e.	e.	PROPN
cana-1622	277	7	,	,	PUNCT
cana-1622	277	8	and	and	CCONJ
cana-1622	277	9	l.g	l.g	PROPN
cana-1622	277	10	.	.	PROPN
cana-1622	277	11	mattsson	mattsson	PROPN
cana-1622	277	12	.	.	PUNCT
cana-1622	278	1	2015	2015	NUM
cana-1622	278	2	.	.	PUNCT
cana-1622	279	1	road	road	NOUN
cana-1622	279	2	network	network	NOUN
cana-1622	279	3	vulnerability	vulnerability	NOUN
cana-1622	279	4	analysis	analysis	NOUN
cana-1622	279	5	:	:	PUNCT
cana-1622	279	6	conceptualization	conceptualization	NOUN
cana-1622	279	7	,	,	PUNCT
cana-1622	279	8	implementation	implementation	NOUN
cana-1622	279	9	and	and	CCONJ
cana-1622	279	10	application	application	NOUN
cana-1622	279	11	.	.	PUNCT
cana-1622	280	1	computers	computer	NOUN
cana-1622	280	2	,	,	PUNCT
cana-1622	280	3	environment	environment	NOUN
cana-1622	280	4	and	and	CCONJ
cana-1622	280	5	urban	urban	PROPN
cana-1622	280	6	systems	system	NOUN
cana-1622	280	7	49(1	49(1	NUM
cana-1622	280	8	):	):	PUNCT
cana-1622	280	9	136–147	136–147	NUM
cana-1622	280	10	.	.	PUNCT
cana-1622	281	1	[	[	X
cana-1622	281	2	10	10	NUM
cana-1622	281	3	]	]	X
cana-1622	281	4	kwon	kwon	PROPN
cana-1622	281	5	,	,	PUNCT
cana-1622	281	6	s.h	s.h	PROPN
cana-1622	281	7	.	.	PROPN
cana-1622	281	8	,	,	PUNCT
cana-1622	281	9	d.	d.	PROPN
cana-1622	281	10	jung	jung	PROPN
cana-1622	281	11	,	,	PUNCT
cana-1622	281	12	and	and	CCONJ
cana-1622	281	13	j.h	j.h	PROPN
cana-1622	281	14	.	.	PROPN
cana-1622	281	15	kim	kim	PROPN
cana-1622	281	16	.	.	PROPN
cana-1622	281	17	2021	2021	NUM
cana-1622	281	18	.	.	PUNCT
cana-1622	282	1	optimal	optimal	ADJ
cana-1622	282	2	layout	layout	NOUN
cana-1622	282	3	and	and	CCONJ
cana-1622	282	4	pipe	pipe	NOUN
cana-1622	282	5	sizing	sizing	NOUN
cana-1622	282	6	of	of	ADP
cana-1622	282	7	urban	urban	ADJ
cana-1622	282	8	drainage	drainage	NOUN
cana-1622	282	9	networks	network	NOUN
cana-1622	282	10	to	to	PART
cana-1622	282	11	improve	improve	VERB
cana-1622	282	12	robustness	robustness	NOUN
cana-1622	282	13	and	and	CCONJ
cana-1622	282	14	rapidity	rapidity	NOUN
cana-1622	282	15	.	.	PUNCT
cana-1622	283	1	journal	journal	NOUN
cana-1622	283	2	of	of	ADP
cana-1622	283	3	water	water	NOUN
cana-1622	283	4	resources	resource	NOUN
cana-1622	283	5	planning	planning	NOUN
cana-1622	283	6	and	and	CCONJ
cana-1622	283	7	management	management	NOUN
cana-1622	283	8	147(4	147(4	NUM
cana-1622	283	9	):	):	PUNCT
cana-1622	283	10	article	article	NOUN
cana-1622	283	11	06021003	06021003	NUM
cana-1622	283	12	.	.	PUNCT
cana-1622	284	1	[	[	X
cana-1622	284	2	11	11	NUM
cana-1622	284	3	]	]	X
cana-1622	284	4	la	la	PROPN
cana-1622	284	5	rosa	rosa	PROPN
cana-1622	284	6	,	,	PUNCT
cana-1622	284	7	d.	d.	PROPN
cana-1622	284	8	,	,	PUNCT
cana-1622	284	9	and	and	CCONJ
cana-1622	284	10	v.	v.	ADP
cana-1622	284	11	pappalardo	pappalardo	NOUN
cana-1622	284	12	.	.	PUNCT
cana-1622	285	1	2019	2019	NUM
cana-1622	285	2	.	.	PUNCT
cana-1622	286	1	planning	plan	VERB
cana-1622	286	2	for	for	ADP
cana-1622	286	3	spatial	spatial	ADJ
cana-1622	286	4	equity	equity	NOUN
cana-1622	286	5	—	—	PUNCT
cana-1622	286	6	a	a	DET
cana-1622	286	7	performance	performance	NOUN
cana-1622	286	8	based	base	VERB
cana-1622	286	9	approach	approach	NOUN
cana-1622	286	10	for	for	ADP
cana-1622	286	11	sustainable	sustainable	ADJ
cana-1622	286	12	urban	urban	ADJ
cana-1622	286	13	drainage	drainage	NOUN
cana-1622	286	14	systems	system	NOUN
cana-1622	286	15	.	.	PUNCT
cana-1622	287	1	sustainable	sustainable	ADJ
cana-1622	287	2	cities	city	NOUN
cana-1622	287	3	and	and	CCONJ
cana-1622	287	4	society	society	NOUN
cana-1622	287	5	53	53	NUM
cana-1622	287	6	:	:	PUNCT
cana-1622	287	7	article	article	NOUN
cana-1622	287	8	101885	101885	NUM
cana-1622	287	9	.	.	PUNCT
cana-1622	288	1	[	[	X
cana-1622	288	2	12	12	NUM
cana-1622	288	3	]	]	X
cana-1622	288	4	lu	lu	PROPN
cana-1622	288	5	,	,	PUNCT
cana-1622	288	6	j.	j.	PROPN
cana-1622	288	7	,	,	PUNCT
cana-1622	288	8	j.	j.	PROPN
cana-1622	288	9	liu	liu	PROPN
cana-1622	288	10	,	,	PUNCT
cana-1622	288	11	x.	x.	NOUN
cana-1622	288	12	fu	fu	PROPN
cana-1622	288	13	,	,	PUNCT
cana-1622	288	14	and	and	CCONJ
cana-1622	288	15	j.	j.	PROPN
cana-1622	288	16	wang	wang	PROPN
cana-1622	288	17	.	.	PROPN
cana-1622	288	18	2021	2021	NUM
cana-1622	288	19	.	.	PUNCT
cana-1622	289	1	stormwater	stormwater	NOUN
cana-1622	289	2	hydrographs	hydrographs	PROPN
cana-1622	289	3	simulated	simulate	VERB
cana-1622	289	4	for	for	ADP
cana-1622	289	5	different	different	ADJ
cana-1622	289	6	structures	structure	NOUN
cana-1622	289	7	of	of	ADP
cana-1622	289	8	urban	urban	ADJ
cana-1622	289	9	drainage	drainage	NOUN
cana-1622	289	10	network	network	NOUN
cana-1622	289	11	:	:	PUNCT
cana-1622	289	12	dendritic	dendritic	ADJ
cana-1622	289	13	and	and	CCONJ
cana-1622	289	14	looped	loop	VERB
cana-1622	289	15	sewer	sewer	NOUN
cana-1622	289	16	networks	network	NOUN
cana-1622	289	17	.	.	PUNCT
cana-1622	290	1	urban	urban	ADJ
cana-1622	290	2	water	water	PROPN
cana-1622	290	3	journal	journal	PROPN
cana-1622	290	4	18(7	18(7	NUM
cana-1622	290	5	):	):	PUNCT
cana-1622	290	6	522–529	522–529	NUM
cana-1622	290	7	.	.	PUNCT
cana-1622	291	1	[	[	X
cana-1622	291	2	13	13	NUM
cana-1622	291	3	]	]	PUNCT
cana-1622	291	4	mair	mair	PROPN
cana-1622	291	5	,	,	PUNCT
cana-1622	291	6	m.	m.	NOUN
cana-1622	291	7	,	,	PUNCT
cana-1622	291	8	j.	j.	PROPN
cana-1622	291	9	zischg	zischg	PROPN
cana-1622	291	10	,	,	PUNCT
cana-1622	291	11	w.	w.	PROPN
cana-1622	291	12	rauch	rauch	PROPN
cana-1622	291	13	,	,	PUNCT
cana-1622	291	14	and	and	CCONJ
cana-1622	291	15	r.	r.	PROPN
cana-1622	291	16	sitzenfrei	sitzenfrei	NOUN
cana-1622	291	17	.	.	PUNCT
cana-1622	292	1	2017	2017	NUM
cana-1622	292	2	.	.	PUNCT
cana-1622	293	1	where	where	SCONJ
cana-1622	293	2	to	to	PART
cana-1622	293	3	find	find	VERB
cana-1622	293	4	water	water	NOUN
cana-1622	293	5	pipes	pipe	NOUN
cana-1622	293	6	and	and	CCONJ
cana-1622	293	7	sewers?—on	sewers?—on	VERB
cana-1622	293	8	the	the	DET
cana-1622	293	9	correlation	correlation	NOUN
cana-1622	293	10	of	of	ADP
cana-1622	293	11	infrastructure	infrastructure	NOUN
cana-1622	293	12	networks	network	NOUN
cana-1622	293	13	in	in	ADP
cana-1622	293	14	the	the	DET
cana-1622	293	15	urban	urban	ADJ
cana-1622	293	16	environment	environment	NOUN
cana-1622	293	17	.	.	PUNCT
cana-1622	294	1	water	water	NOUN
cana-1622	294	2	9(2	9(2	NUM
cana-1622	294	3	):	):	PUNCT
cana-1622	294	4	article	article	NOUN
cana-1622	294	5	146	146	NUM
cana-1622	294	6	.	.	PUNCT
cana-1622	295	1	[	[	X
cana-1622	295	2	14	14	NUM
cana-1622	295	3	]	]	X
cana-1622	295	4	mugume	mugume	PROPN
cana-1622	295	5	,	,	PUNCT
cana-1622	295	6	s.n	s.n	PROPN
cana-1622	295	7	.	.	PROPN
cana-1622	295	8	,	,	PUNCT
cana-1622	295	9	d.e	d.e	PROPN
cana-1622	295	10	.	.	PROPN
cana-1622	295	11	gomez	gomez	PROPN
cana-1622	295	12	,	,	PUNCT
cana-1622	295	13	g.	g.	PROPN
cana-1622	295	14	fu	fu	PROPN
cana-1622	295	15	,	,	PUNCT
cana-1622	295	16	r.	r.	PROPN
cana-1622	295	17	farmani	farmani	PROPN
cana-1622	295	18	,	,	PUNCT
cana-1622	295	19	and	and	CCONJ
cana-1622	295	20	d.	d.	PROPN
cana-1622	295	21	butler	butler	PROPN
cana-1622	295	22	.	.	PUNCT
cana-1622	296	1	2015	2015	NUM
cana-1622	296	2	.	.	PUNCT
cana-1622	297	1	a	a	DET
cana-1622	297	2	global	global	ADJ
cana-1622	297	3	analysis	analysis	NOUN
cana-1622	297	4	approach	approach	NOUN
cana-1622	297	5	for	for	ADP
cana-1622	297	6	investigating	investigate	VERB
cana-1622	297	7	structural	structural	ADJ
cana-1622	297	8	resilience	resilience	NOUN
cana-1622	297	9	in	in	ADP
cana-1622	297	10	urban	urban	ADJ
cana-1622	297	11	drainage	drainage	NOUN
cana-1622	297	12	systems	system	NOUN
cana-1622	297	13	.	.	PUNCT
cana-1622	298	1	water	water	NOUN
cana-1622	298	2	research	research	NOUN
cana-1622	298	3	81	81	NUM
cana-1622	298	4	:	:	PUNCT
cana-1622	298	5	15–26	15–26	NUM
cana-1622	298	6	.	.	PUNCT
cana-1622	299	1	[	[	X
cana-1622	299	2	15	15	NUM
cana-1622	299	3	]	]	X
cana-1622	299	4	mugume	mugume	ADJ
cana-1622	299	5	,	,	PUNCT
cana-1622	299	6	s.n	s.n	PROPN
cana-1622	299	7	.	.	PROPN
cana-1622	299	8	,	,	PUNCT
cana-1622	299	9	k.	k.	PROPN
cana-1622	299	10	diao	diao	PROPN
cana-1622	299	11	,	,	PUNCT
cana-1622	299	12	m.	m.	NOUN
cana-1622	299	13	astaraie	astaraie	PROPN
cana-1622	299	14	-	-	PUNCT
cana-1622	299	15	imani	imani	PROPN
cana-1622	299	16	,	,	PUNCT
cana-1622	299	17	g.	g.	PROPN
cana-1622	299	18	fu	fu	PROPN
cana-1622	299	19	,	,	PUNCT
cana-1622	299	20	r.	r.	PROPN
cana-1622	299	21	farmani	farmani	PROPN
cana-1622	299	22	,	,	PUNCT
cana-1622	299	23	and	and	CCONJ
cana-1622	299	24	d.	d.	PROPN
cana-1622	299	25	butler	butler	PROPN
cana-1622	299	26	.	.	PUNCT
cana-1622	300	1	2015	2015	NUM
cana-1622	300	2	.	.	PUNCT
cana-1622	301	1	enhancing	enhance	VERB
cana-1622	301	2	resilience	resilience	NOUN
cana-1622	301	3	in	in	ADP
cana-1622	301	4	urban	urban	ADJ
cana-1622	301	5	water	water	NOUN
cana-1622	301	6	systems	system	NOUN
cana-1622	301	7	for	for	ADP
cana-1622	301	8	future	future	ADJ
cana-1622	301	9	cities	city	NOUN
cana-1622	301	10	.	.	PUNCT
cana-1622	302	1	water	water	NOUN
cana-1622	302	2	science	science	NOUN
cana-1622	302	3	and	and	CCONJ
cana-1622	302	4	technology	technology	NOUN
cana-1622	302	5	:	:	PUNCT
cana-1622	302	6	water	water	NOUN
cana-1622	302	7	supply	supply	NOUN
cana-1622	302	8	15(6	15(6	NUM
cana-1622	302	9	):	):	PUNCT
cana-1622	302	10	1343–1352	1343–1352	NUM
cana-1622	302	11	.	.	PUNCT
cana-1622	303	1	[	[	X
cana-1622	303	2	16	16	NUM
cana-1622	303	3	]	]	X
cana-1622	303	4	ngamalieu	ngamalieu	PROPN
cana-1622	303	5	-	-	PUNCT
cana-1622	303	6	nengoue	nengoue	PROPN
cana-1622	303	7	,	,	PUNCT
cana-1622	303	8	u.a	u.a	PROPN
cana-1622	303	9	.	.	PROPN
cana-1622	303	10	,	,	PUNCT
cana-1622	303	11	f.j	f.j	PROPN
cana-1622	303	12	.	.	PROPN
cana-1622	303	13	martínez	martínez	PROPN
cana-1622	303	14	-	-	PUNCT
cana-1622	303	15	solano	solano	PROPN
cana-1622	303	16	,	,	PUNCT
cana-1622	303	17	p.l	p.l	PROPN
cana-1622	303	18	.	.	PROPN
cana-1622	303	19	iglesias	iglesias	PROPN
cana-1622	303	20	-	-	PUNCT
cana-1622	303	21	rey	rey	PROPN
cana-1622	303	22	,	,	PUNCT
cana-1622	303	23	and	and	CCONJ
cana-1622	303	24	d.	d.	PROPN
cana-1622	303	25	mora	mora	PROPN
cana-1622	303	26	-	-	PUNCT
cana-1622	303	27	meliá	meliá	PROPN
cana-1622	303	28	.	.	PROPN
cana-1622	303	29	2019	2019	NUM
cana-1622	303	30	.	.	PUNCT
cana-1622	304	1	multi	multi	ADJ
cana-1622	304	2	-	-	ADJ
cana-1622	304	3	objective	objective	ADJ
cana-1622	304	4	optimization	optimization	NOUN
cana-1622	304	5	for	for	ADP
cana-1622	304	6	urban	urban	ADJ
cana-1622	304	7	drainage	drainage	NOUN
cana-1622	304	8	or	or	CCONJ
cana-1622	304	9	sewer	sewer	NOUN
cana-1622	304	10	networks	network	NOUN
cana-1622	304	11	rehabilitation	rehabilitation	NOUN
cana-1622	304	12	through	through	ADP
cana-1622	304	13	pipes	pipe	NOUN
cana-1622	304	14	substitution	substitution	NOUN
cana-1622	304	15	and	and	CCONJ
cana-1622	304	16	storage	storage	NOUN
cana-1622	304	17	tanks	tank	NOUN
cana-1622	304	18	installation	installation	NOUN
cana-1622	304	19	.	.	PUNCT
cana-1622	305	1	water	water	NOUN
cana-1622	305	2	11(5	11(5	NUM
cana-1622	305	3	):	):	PUNCT
cana-1622	305	4	article	article	NOUN
cana-1622	305	5	935	935	NUM
cana-1622	305	6	.	.	PUNCT
cana-1622	306	1	[	[	X
cana-1622	306	2	17	17	NUM
cana-1622	306	3	]	]	X
cana-1622	306	4	navin	navin	PROPN
cana-1622	306	5	,	,	PUNCT
cana-1622	306	6	p.k	p.k	PROPN
cana-1622	306	7	.	.	PROPN
cana-1622	306	8	,	,	PUNCT
cana-1622	306	9	and	and	CCONJ
cana-1622	306	10	y.p	y.p	PROPN
cana-1622	306	11	.	.	PROPN
cana-1622	306	12	mathur	mathur	PROPN
cana-1622	306	13	.	.	PROPN
cana-1622	306	14	2016	2016	NUM
cana-1622	306	15	.	.	PUNCT
cana-1622	307	1	layout	layout	NOUN
cana-1622	307	2	and	and	CCONJ
cana-1622	307	3	component	component	NOUN
cana-1622	307	4	size	size	NOUN
cana-1622	307	5	optimization	optimization	NOUN
cana-1622	307	6	of	of	ADP
cana-1622	307	7	sewer	sewer	NOUN
cana-1622	307	8	network	network	NOUN
cana-1622	307	9	using	use	VERB
cana-1622	307	10	spanning	span	VERB
cana-1622	307	11	tree	tree	NOUN
cana-1622	307	12	and	and	CCONJ
cana-1622	307	13	modified	modify	VERB
cana-1622	307	14	pso	pso	NOUN
cana-1622	307	15	algorithm	algorithm	NOUN
cana-1622	307	16	.	.	PUNCT
cana-1622	308	1	water	water	NOUN
cana-1622	308	2	resources	resource	NOUN
cana-1622	308	3	management	management	NOUN
cana-1622	308	4	30(10	30(10	NUM
cana-1622	308	5	):	):	PUNCT
cana-1622	308	6	3627–3643	3627–3643	NUM
cana-1622	308	7	.	.	PUNCT
cana-1622	309	1	[	[	X
cana-1622	309	2	18	18	NUM
cana-1622	309	3	]	]	X
cana-1622	309	4	palumbo	palumbo	PROPN
cana-1622	309	5	,	,	PUNCT
cana-1622	309	6	a.	a.	PROPN
cana-1622	309	7	,	,	PUNCT
cana-1622	309	8	l.	l.	PROPN
cana-1622	309	9	cimorelli	cimorelli	PROPN
cana-1622	309	10	,	,	PUNCT
cana-1622	309	11	c.	c.	PROPN
cana-1622	309	12	covelli	covelli	PROPN
cana-1622	309	13	,	,	PUNCT
cana-1622	309	14	l.	l.	PROPN
cana-1622	309	15	cozzolino	cozzolino	PROPN
cana-1622	309	16	,	,	PUNCT
cana-1622	309	17	c.	c.	PROPN
cana-1622	309	18	mucherino	mucherino	PROPN
cana-1622	309	19	,	,	PUNCT
cana-1622	309	20	and	and	CCONJ
cana-1622	309	21	d.	d.	PROPN
cana-1622	309	22	pianese	pianese	PROPN
cana-1622	309	23	.	.	PUNCT
cana-1622	310	1	2013	2013	NUM
cana-1622	310	2	.	.	PUNCT
cana-1622	311	1	optimal	optimal	ADJ
cana-1622	311	2	design	design	NOUN
cana-1622	311	3	of	of	ADP
cana-1622	311	4	urban	urban	ADJ
cana-1622	311	5	drainage	drainage	NOUN
cana-1622	311	6	networks	network	NOUN
cana-1622	311	7	.	.	PUNCT
cana-1622	312	1	civil	civil	ADJ
cana-1622	312	2	engineering	engineering	NOUN
cana-1622	312	3	and	and	CCONJ
cana-1622	312	4	environmental	environmental	ADJ
cana-1622	312	5	systems	system	NOUN
cana-1622	312	6	31(1	31(1	NUM
cana-1622	312	7	):	):	PUNCT
cana-1622	312	8	79–96	79–96	NUM
cana-1622	312	9	.	.	PUNCT
cana-1622	313	1	[	[	X
cana-1622	313	2	19	19	NUM
cana-1622	313	3	]	]	PUNCT
cana-1622	313	4	reyes	reyes	PROPN
cana-1622	313	5	-	-	PUNCT
cana-1622	313	6	silva	silva	PROPN
cana-1622	313	7	,	,	PUNCT
cana-1622	313	8	j.d	j.d	PROPN
cana-1622	313	9	.	.	PROPN
cana-1622	313	10	,	,	PUNCT
cana-1622	313	11	b.	b.	PROPN
cana-1622	313	12	helm	helm	PROPN
cana-1622	313	13	,	,	PUNCT
cana-1622	313	14	and	and	CCONJ
cana-1622	313	15	p.	p.	PROPN
cana-1622	313	16	krebs	krebs	PROPN
cana-1622	313	17	.	.	PUNCT
cana-1622	314	1	2020	2020	NUM
cana-1622	314	2	.	.	PUNCT
cana-1622	315	1	meshness	meshness	NOUN
cana-1622	315	2	of	of	ADP
cana-1622	315	3	sewer	sewer	NOUN
cana-1622	315	4	networks	network	NOUN
cana-1622	315	5	and	and	CCONJ
cana-1622	315	6	its	its	PRON
cana-1622	315	7	implications	implication	NOUN
cana-1622	315	8	for	for	ADP
cana-1622	315	9	flooding	flood	VERB
cana-1622	315	10	occurrence	occurrence	NOUN
cana-1622	315	11	.	.	PUNCT
cana-1622	316	1	water	water	NOUN
cana-1622	316	2	science	science	NOUN
cana-1622	316	3	and	and	CCONJ
cana-1622	316	4	technology	technology	NOUN
cana-1622	316	5	81(1	81(1	NUM
cana-1622	316	6	):	):	PUNCT
cana-1622	316	7	40–51	40–51	NUM
cana-1622	316	8	.	.	PUNCT
cana-1622	317	1	[	[	X
cana-1622	317	2	20	20	NUM
cana-1622	317	3	]	]	PUNCT
cana-1622	317	4	rossman	rossman	NOUN
cana-1622	317	5	,	,	PUNCT
cana-1622	317	6	l.a	l.a	PROPN
cana-1622	317	7	.	.	PROPN
cana-1622	317	8	2015	2015	NUM
cana-1622	317	9	.	.	PUNCT
cana-1622	318	1	storm	storm	NOUN
cana-1622	318	2	water	water	PROPN
cana-1622	318	3	management	management	PROPN
cana-1622	318	4	model	model	NOUN
cana-1622	318	5	user	user	NOUN
cana-1622	318	6	’s	’s	PART
cana-1622	318	7	manual	manual	NOUN
cana-1622	318	8	,	,	PUNCT
cana-1622	318	9	version	version	NOUN
cana-1622	318	10	5.1	5.1	NUM
cana-1622	318	11	.	.	PUNCT
cana-1622	319	1	cincinnati	cincinnati	PROPN
cana-1622	319	2	:	:	PUNCT
cana-1622	319	3	us	us	PROPN
cana-1622	319	4	environmental	environmental	PROPN
cana-1622	319	5	protection	protection	PROPN
cana-1622	319	6	agency	agency	NOUN
cana-1622	319	7	.	.	PUNCT
cana-1622	320	1	[	[	X
cana-1622	320	2	21	21	NUM
cana-1622	320	3	]	]	X
cana-1622	320	4	shao	shao	PROPN
cana-1622	320	5	,	,	PUNCT
cana-1622	320	6	z.	z.	PROPN
cana-1622	320	7	,	,	PUNCT
cana-1622	320	8	x.	x.	PROPN
cana-1622	320	9	zhang	zhang	PROPN
cana-1622	320	10	,	,	PUNCT
cana-1622	320	11	s.	s.	PROPN
cana-1622	320	12	li	li	PROPN
cana-1622	320	13	,	,	PUNCT
cana-1622	320	14	s.	s.	PROPN
cana-1622	320	15	deng	deng	PROPN
cana-1622	320	16	,	,	PUNCT
cana-1622	320	17	and	and	CCONJ
cana-1622	320	18	h.	h.	PROPN
cana-1622	320	19	chai	chai	NOUN
cana-1622	320	20	.	.	PUNCT
cana-1622	321	1	2017	2017	NUM
cana-1622	321	2	.	.	PUNCT
cana-1622	322	1	a	a	DET
cana-1622	322	2	novel	novel	NOUN
cana-1622	322	3	swmm	swmm	NOUN
cana-1622	322	4	based	base	VERB
cana-1622	322	5	algorithm	algorithm	NOUN
cana-1622	322	6	application	application	NOUN
cana-1622	322	7	to	to	ADP
cana-1622	322	8	storm	storm	NOUN
cana-1622	322	9	sewer	sewer	NOUN
cana-1622	322	10	network	network	NOUN
cana-1622	322	11	design	design	NOUN
cana-1622	322	12	.	.	PUNCT
cana-1622	323	1	water	water	NOUN
cana-1622	323	2	9(10	9(10	NUM
cana-1622	323	3	):	):	PUNCT
cana-1622	323	4	article	article	NOUN
cana-1622	323	5	747	747	NUM
cana-1622	323	6	.	.	PUNCT
cana-1622	324	1	[	[	X
cana-1622	324	2	22	22	NUM
cana-1622	324	3	]	]	X
cana-1622	324	4	sitzenfrei	sitzenfrei	NOUN
cana-1622	324	5	,	,	PUNCT
cana-1622	324	6	r.	r.	PROPN
cana-1622	324	7	2021	2021	NUM
cana-1622	324	8	.	.	PUNCT
cana-1622	325	1	using	use	VERB
cana-1622	325	2	complex	complex	ADJ
cana-1622	325	3	network	network	NOUN
cana-1622	325	4	analysis	analysis	NOUN
cana-1622	325	5	for	for	ADP
cana-1622	325	6	water	water	NOUN
cana-1622	325	7	quality	quality	NOUN
cana-1622	325	8	assessment	assessment	NOUN
cana-1622	325	9	in	in	ADP
cana-1622	325	10	large	large	ADJ
cana-1622	325	11	water	water	NOUN
cana-1622	325	12	distribution	distribution	NOUN
cana-1622	325	13	systems	system	NOUN
cana-1622	325	14	.	.	PUNCT
cana-1622	326	1	water	water	NOUN
cana-1622	326	2	research	research	PROPN
cana-1622	326	3	201	201	NUM
cana-1622	326	4	:	:	PUNCT
cana-1622	326	5	article	article	NOUN
cana-1622	326	6	117359	117359	NUM
cana-1622	326	7	.	.	PUNCT
cana-1622	327	1	[	[	X
cana-1622	327	2	23	23	NUM
cana-1622	327	3	]	]	X
cana-1622	327	4	steele	steele	PROPN
cana-1622	327	5	,	,	PUNCT
cana-1622	327	6	j.c	j.c	PROPN
cana-1622	327	7	.	.	PROPN
cana-1622	327	8	,	,	PUNCT
cana-1622	327	9	k.	k.	PROPN
cana-1622	327	10	mahoney	mahoney	PROPN
cana-1622	327	11	,	,	PUNCT
cana-1622	327	12	o.	o.	PROPN
cana-1622	327	13	karovic	karovic	PROPN
cana-1622	327	14	,	,	PUNCT
cana-1622	327	15	and	and	CCONJ
cana-1622	327	16	l.w	l.w	PROPN
cana-1622	327	17	.	.	PROPN
cana-1622	327	18	mays	may	NOUN
cana-1622	327	19	.	.	PUNCT
cana-1622	328	1	2016	2016	NUM
cana-1622	328	2	.	.	PUNCT
cana-1622	329	1	heuristic	heuristic	ADJ
cana-1622	329	2	optimization	optimization	NOUN
cana-1622	329	3	model	model	NOUN
cana-1622	329	4	for	for	ADP
cana-1622	329	5	the	the	DET
cana-1622	329	6	optimal	optimal	ADJ
cana-1622	329	7	layout	layout	NOUN
cana-1622	329	8	and	and	CCONJ
cana-1622	329	9	pipe	pipe	NOUN
cana-1622	329	10	design	design	NOUN
cana-1622	329	11	of	of	ADP
cana-1622	329	12	sewer	sewer	NOUN
cana-1622	329	13	systems	system	NOUN
cana-1622	329	14	.	.	PUNCT
cana-1622	330	1	water	water	NOUN
cana-1622	330	2	resources	resource	NOUN
cana-1622	330	3	management	management	NOUN
cana-1622	330	4	30(5	30(5	NOUN
cana-1622	330	5	):	):	PUNCT
cana-1622	330	6	1605–1620	1605–1620	NUM
cana-1622	330	7	.	.	PUNCT
cana-1622	331	1	[	[	X
cana-1622	331	2	25	25	NUM
cana-1622	331	3	]	]	PUNCT
cana-1622	331	4	turan	turan	PROPN
cana-1622	331	5	,	,	PUNCT
cana-1622	331	6	m.e	m.e	PROPN
cana-1622	331	7	.	.	PROPN
cana-1622	331	8	,	,	PUNCT
cana-1622	331	9	g.	g.	PROPN
cana-1622	331	10	bacak	bacak	PROPN
cana-1622	331	11	-	-	PUNCT
cana-1622	331	12	turan	turan	NOUN
cana-1622	331	13	,	,	PUNCT
cana-1622	331	14	t.	t.	NOUN
cana-1622	331	15	cetin	cetin	PROPN
cana-1622	331	16	,	,	PUNCT
cana-1622	331	17	and	and	CCONJ
cana-1622	331	18	e.	e.	PROPN
cana-1622	331	19	aslan	aslan	PROPN
cana-1622	331	20	.	.	PUNCT
cana-1622	332	1	2019	2019	NUM
cana-1622	332	2	.	.	PUNCT
cana-1622	333	1	feasible	feasible	ADJ
cana-1622	333	2	sanitary	sanitary	NOUN
cana-1622	333	3	sewer	sewer	NOUN
cana-1622	333	4	network	network	NOUN
cana-1622	333	5	generation	generation	NOUN
cana-1622	333	6	using	use	VERB
cana-1622	333	7	graph	graph	NOUN
cana-1622	333	8	theory	theory	NOUN
cana-1622	333	9	.	.	PUNCT
cana-1622	334	1	advances	advance	NOUN
cana-1622	334	2	in	in	ADP
cana-1622	334	3	civil	civil	ADJ
cana-1622	334	4	engineering	engineering	NOUN
cana-1622	334	5	2019	2019	NUM
cana-1622	334	6	:	:	PUNCT
cana-1622	334	7	1–15	1–15	NUM
cana-1622	334	8	.	.	PUNCT
cana-1622	335	1	[	[	X
cana-1622	335	2	26	26	NUM
cana-1622	335	3	]	]	X
cana-1622	335	4	wang	wang	PROPN
cana-1622	335	5	,	,	PUNCT
cana-1622	335	6	m.	m.	NOUN
cana-1622	335	7	,	,	PUNCT
cana-1622	335	8	y.	y.	PROPN
cana-1622	335	9	fang	fang	PROPN
cana-1622	335	10	,	,	PUNCT
cana-1622	335	11	and	and	CCONJ
cana-1622	335	12	c.	c.	PROPN
cana-1622	335	13	sweetapple	sweetapple	PROPN
cana-1622	335	14	.	.	PUNCT
cana-1622	336	1	2021	2021	NUM
cana-1622	336	2	.	.	PUNCT
cana-1622	337	1	assessing	assess	VERB
cana-1622	337	2	flood	flood	NOUN
cana-1622	337	3	resilience	resilience	NOUN
cana-1622	337	4	of	of	ADP
cana-1622	337	5	urban	urban	ADJ
cana-1622	337	6	drainage	drainage	NOUN
cana-1622	337	7	system	system	NOUN
cana-1622	337	8	based	base	VERB
cana-1622	337	9	on	on	ADP
cana-1622	337	10	a	a	DET
cana-1622	337	11	‘	'	PUNCT
cana-1622	337	12	donothing	donothing	NOUN
cana-1622	337	13	’	'	PUNCT
cana-1622	337	14	benchmark	benchmark	NOUN
cana-1622	337	15	.	.	PUNCT
cana-1622	338	1	journal	journal	PROPN
cana-1622	338	2	of	of	ADP
cana-1622	338	3	environmental	environmental	ADJ
cana-1622	338	4	management	management	NOUN
cana-1622	338	5	288	288	NUM
cana-1622	338	6	:	:	PUNCT
cana-1622	338	7	article	article	NOUN
cana-1622	338	8	112472	112472	NUM
cana-1622	338	9	.	.	PUNCT
cana-1622	339	1	[	[	X
cana-1622	339	2	27	27	NUM
cana-1622	339	3	]	]	X
cana-1622	339	4	wang	wang	PROPN
cana-1622	339	5	,	,	PUNCT
cana-1622	339	6	s.	s.	PROPN
cana-1622	339	7	,	,	PUNCT
cana-1622	339	8	j.	j.	PROPN
cana-1622	339	9	fu	fu	PROPN
cana-1622	339	10	,	,	PUNCT
cana-1622	339	11	and	and	CCONJ
cana-1622	339	12	h.	h.	PROPN
cana-1622	339	13	wang	wang	PROPN
cana-1622	339	14	.	.	PROPN
cana-1622	340	1	2019	2019	NUM
cana-1622	340	2	.	.	PUNCT
cana-1622	341	1	unified	unified	ADJ
cana-1622	341	2	and	and	CCONJ
cana-1622	341	3	rapid	rapid	ADJ
cana-1622	341	4	assessment	assessment	NOUN
cana-1622	341	5	of	of	ADP
cana-1622	341	6	climate	climate	NOUN
cana-1622	341	7	resilience	resilience	NOUN
cana-1622	341	8	of	of	ADP
cana-1622	341	9	urban	urban	ADJ
cana-1622	341	10	drainage	drainage	NOUN
cana-1622	341	11	system	system	NOUN
cana-1622	341	12	by	by	ADP
cana-1622	341	13	means	mean	NOUN
cana-1622	341	14	of	of	ADP
cana-1622	341	15	resilience	resilience	NOUN
cana-1622	341	16	profile	profile	NOUN
cana-1622	341	17	graphs	graph	NOUN
cana-1622	341	18	for	for	ADP
cana-1622	341	19	synthetic	synthetic	ADJ
cana-1622	341	20	and	and	CCONJ
cana-1622	341	21	real	real	ADJ
cana-1622	341	22	(	(	PUNCT
cana-1622	341	23	persistent	persistent	ADJ
cana-1622	341	24	)	)	PUNCT
cana-1622	341	25	rains	rain	NOUN
cana-1622	341	26	.	.	PUNCT
cana-1622	342	1	water	water	NOUN
cana-1622	342	2	research	research	NOUN
cana-1622	342	3	162	162	NUM
cana-1622	342	4	:	:	PUNCT
cana-1622	342	5	11–21	11–21	NUM
cana-1622	342	6	.	.	PUNCT
cana-1622	343	1	[	[	X
cana-1622	343	2	28	28	NUM
cana-1622	343	3	]	]	X
cana-1622	343	4	yang	yang	PROPN
cana-1622	343	5	,	,	PUNCT
cana-1622	343	6	y.	y.	PROPN
cana-1622	343	7	,	,	PUNCT
cana-1622	343	8	s.t	s.t	PROPN
cana-1622	343	9	.	.	PROPN
cana-1622	343	10	ng	ng	PROPN
cana-1622	343	11	,	,	PUNCT
cana-1622	343	12	s.	s.	PROPN
cana-1622	343	13	zhou	zhou	PROPN
cana-1622	343	14	,	,	PUNCT
cana-1622	343	15	f.j	f.j	PROPN
cana-1622	343	16	.	.	PROPN
cana-1622	343	17	xu	xu	PROPN
cana-1622	343	18	,	,	PUNCT
cana-1622	343	19	and	and	CCONJ
cana-1622	343	20	h.	h.	PROPN
cana-1622	343	21	li	li	PROPN
cana-1622	343	22	.	.	PROPN
cana-1622	343	23	2019	2019	NUM
cana-1622	343	24	.	.	PUNCT
cana-1622	344	1	physics	physics	NOUN
cana-1622	344	2	-	-	PUNCT
cana-1622	344	3	based	base	VERB
cana-1622	344	4	resilience	resilience	NOUN
cana-1622	344	5	assessment	assessment	NOUN
cana-1622	344	6	of	of	ADP
cana-1622	344	7	interdependent	interdependent	ADJ
cana-1622	344	8	civil	civil	ADJ
cana-1622	344	9	infrastructure	infrastructure	NOUN
cana-1622	344	10	systems	system	NOUN
cana-1622	344	11	with	with	ADP
cana-1622	344	12	condition	condition	NOUN
cana-1622	344	13	-	-	PUNCT
cana-1622	344	14	varying	vary	VERB
cana-1622	344	15	components	component	NOUN
cana-1622	344	16	:	:	PUNCT
cana-1622	344	17	a	a	DET
cana-1622	344	18	case	case	NOUN
cana-1622	344	19	with	with	ADP
cana-1622	344	20	stormwater	stormwater	NOUN
cana-1622	344	21	drainage	drainage	NOUN
cana-1622	344	22	system	system	NOUN
cana-1622	344	23	and	and	CCONJ
cana-1622	344	24	road	road	NOUN
cana-1622	344	25	transport	transport	NOUN
cana-1622	344	26	system	system	NOUN
cana-1622	344	27	.	.	PUNCT
cana-1622	345	1	sustainable	sustainable	ADJ
cana-1622	345	2	cities	city	NOUN
cana-1622	345	3	and	and	CCONJ
cana-1622	345	4	society	society	NOUN
cana-1622	345	5	54	54	NUM
cana-1622	345	6	:	:	PUNCT
cana-1622	345	7	article	article	NOUN
cana-1622	345	8	101886	101886	NUM
cana-1622	345	9	.	.	PUNCT
cana-1622	346	1	[	[	X
cana-1622	346	2	29	29	NUM
cana-1622	346	3	]	]	SYM
cana-1622	346	4	yazdi	yazdi	NOUN
cana-1622	346	5	,	,	PUNCT
cana-1622	346	6	j.	j.	PROPN
cana-1622	346	7	2017	2017	NUM
cana-1622	346	8	.	.	PUNCT
cana-1622	347	1	rehabilitation	rehabilitation	NOUN
cana-1622	347	2	of	of	ADP
cana-1622	347	3	urban	urban	ADJ
cana-1622	347	4	drainage	drainage	NOUN
cana-1622	347	5	systems	system	NOUN
cana-1622	347	6	using	use	VERB
cana-1622	347	7	a	a	DET
cana-1622	347	8	resilience	resilience	NOUN
cana-1622	347	9	-	-	PUNCT
cana-1622	347	10	based	base	VERB
cana-1622	347	11	approach	approach	NOUN
cana-1622	347	12	.	.	PUNCT
cana-1622	348	1	water	water	NOUN
cana-1622	348	2	resources	resource	NOUN
cana-1622	348	3	management	management	NOUN
cana-1622	348	4	32(2	32(2	NUM
cana-1622	348	5	):	):	PUNCT
cana-1622	348	6	721–734	721–734	NUM
cana-1622	348	7	.	.	PUNCT
cana-1622	349	1	[	[	X
cana-1622	349	2	30	30	NUM
cana-1622	349	3	]	]	X
cana-1622	349	4	zhang	zhang	PROPN
cana-1622	349	5	,	,	PUNCT
cana-1622	349	6	w.	w.	PROPN
cana-1622	349	7	,	,	PUNCT
cana-1622	349	8	j.	j.	PROPN
cana-1622	349	9	hou	hou	PROPN
cana-1622	349	10	,	,	PUNCT
cana-1622	349	11	x.	x.	PROPN
cana-1622	349	12	li	li	PROPN
cana-1622	349	13	,	,	PUNCT
cana-1622	349	14	and	and	CCONJ
cana-1622	349	15	s.	s.	PROPN
cana-1622	349	16	yang	yang	PROPN
cana-1622	349	17	.	.	PROPN
cana-1622	349	18	2022	2022	NUM
cana-1622	349	19	.	.	PUNCT
cana-1622	350	1	evaluation	evaluation	NOUN
cana-1622	350	2	of	of	ADP
cana-1622	350	3	water	water	NOUN
cana-1622	350	4	disaster	disaster	NOUN
cana-1622	350	5	prevention	prevention	NOUN
cana-1622	350	6	and	and	CCONJ
cana-1622	350	7	control	control	NOUN
cana-1622	350	8	effect	effect	NOUN
cana-1622	350	9	in	in	ADP
cana-1622	350	10	xiaozhai	xiaozhai	PROPN
cana-1622	350	11	xi’an	xi’an	PROPN
cana-1622	350	12	based	base	VERB
cana-1622	350	13	on	on	ADP
cana-1622	350	14	ahp	ahp	NOUN
cana-1622	350	15	-	-	PUNCT
cana-1622	350	16	fussy	fussy	ADJ
cana-1622	350	17	method	method	NOUN
cana-1622	350	18	.	.	PUNCT
cana-1622	351	1	water	water	NOUN
cana-1622	351	2	resources	resource	NOUN
cana-1622	351	3	and	and	CCONJ
cana-1622	351	4	power	power	NOUN
cana-1622	351	5	40(5	40(5	NOUN
cana-1622	351	6	):	):	PUNCT
cana-1622	351	7	55–58	55–58	NUM
cana-1622	351	8	(	(	PUNCT
cana-1622	351	9	in	in	ADP
cana-1622	351	10	chinese	chinese	PROPN
cana-1622	351	11	)	)	PUNCT
cana-1622	351	12	.	.	PUNCT