id	sid	tid	token	lemma	pos
esrj-63860	1	1	palabras	palabras	PROPN
esrj-63860	1	2	clave	clave	PROPN
esrj-63860	1	3	:	:	PUNCT
esrj-63860	1	4	función	función	PROPN
esrj-63860	1	5	de	de	PROPN
esrj-63860	1	6	base	base	PROPN
esrj-63860	1	7	radial	radial	NOUN
esrj-63860	1	8	en	en	ADP
esrj-63860	1	9	redes	rede	NOUN
esrj-63860	1	10	neuronales	neuronale	NOUN
esrj-63860	1	11	;	;	PUNCT
esrj-63860	1	12	modelo	modelo	PROPN
esrj-63860	1	13	bursa	bursa	PROPN
esrj-63860	1	14	-	-	PUNCT
esrj-63860	1	15	wolf	wolf	NOUN
esrj-63860	1	16	;	;	PUNCT
esrj-63860	1	17	validación	validación	NOUN
esrj-63860	1	18	cruzada	cruzada	PROPN
esrj-63860	1	19	de	de	PROPN
esrj-63860	1	20	k	k	PROPN
esrj-63860	1	21	-	-	PUNCT
esrj-63860	1	22	iteracciones	iteraccione	NOUN
esrj-63860	1	23	;	;	PUNCT
esrj-63860	1	24	transformación	transformación	PROPN
esrj-63860	1	25	coordinada	coordinada	NOUN
esrj-63860	1	26	;	;	PUNCT
esrj-63860	1	27	remuestreo	remuestreo	ADV
esrj-63860	1	28	estadístico	estadístico	NOUN
esrj-63860	1	29	.	.	PUNCT
esrj-63860	2	1	how	how	SCONJ
esrj-63860	2	2	to	to	PART
esrj-63860	2	3	cite	cite	VERB
esrj-63860	2	4	item	item	NOUN
esrj-63860	2	5	ziggah	ziggah	NOUN
esrj-63860	2	6	,	,	PUNCT
esrj-63860	2	7	y.	y.	PROPN
esrj-63860	2	8	y.	y.	PROPN
esrj-63860	2	9	,	,	PUNCT
esrj-63860	2	10	youjian	youjian	PROPN
esrj-63860	2	11	,	,	PUNCT
esrj-63860	2	12	h.	h.	PROPN
esrj-63860	2	13	,	,	PUNCT
esrj-63860	2	14	tierra	tierra	PROPN
esrj-63860	2	15	,	,	PUNCT
esrj-63860	2	16	a.	a.	PROPN
esrj-63860	2	17	r.	r.	PROPN
esrj-63860	2	18	,	,	PUNCT
esrj-63860	2	19	&	&	CCONJ
esrj-63860	2	20	laari	laari	PROPN
esrj-63860	2	21	,	,	PUNCT
esrj-63860	2	22	p.	p.	PROPN
esrj-63860	2	23	b.	b.	PROPN
esrj-63860	3	1	(	(	PUNCT
esrj-63860	3	2	2019	2019	NUM
esrj-63860	3	3	)	)	PUNCT
esrj-63860	3	4	.	.	PUNCT
esrj-63860	4	1	coordinate	coordinate	NOUN
esrj-63860	4	2	transformation	transformation	NOUN
esrj-63860	4	3	between	between	ADP
esrj-63860	4	4	global	global	ADJ
esrj-63860	4	5	and	and	CCONJ
esrj-63860	4	6	local	local	ADJ
esrj-63860	4	7	data	datum	NOUN
esrj-63860	4	8	based	base	VERB
esrj-63860	4	9	on	on	ADP
esrj-63860	4	10	artificial	artificial	ADJ
esrj-63860	4	11	neural	neural	ADJ
esrj-63860	4	12	network	network	NOUN
esrj-63860	4	13	with	with	ADP
esrj-63860	4	14	k	k	ADJ
esrj-63860	4	15	-	-	ADJ
esrj-63860	4	16	fold	fold	ADJ
esrj-63860	4	17	crossvalidation	crossvalidation	NOUN
esrj-63860	4	18	in	in	ADP
esrj-63860	4	19	ghana	ghana	PROPN
esrj-63860	4	20	.	.	PUNCT
esrj-63860	5	1	earth	earth	PROPN
esrj-63860	5	2	sciences	sciences	PROPN
esrj-63860	5	3	research	research	PROPN
esrj-63860	5	4	journal	journal	PROPN
esrj-63860	5	5	,	,	PUNCT
esrj-63860	5	6	23(1	23(1	NUM
esrj-63860	5	7	)	)	PUNCT
esrj-63860	5	8	,	,	PUNCT
esrj-63860	5	9	67	67	NUM
esrj-63860	5	10	-	-	SYM
esrj-63860	5	11	77	77	NUM
esrj-63860	5	12	.	.	PUNCT
esrj-63860	6	1	doi	doi	PROPN
esrj-63860	6	2	:	:	PUNCT
esrj-63860	6	3	https://doi.org/10.15446/esrj.v23n1.63860	https://doi.org/10.15446/esrj.v23n1.63860	X
esrj-63860	6	4	the	the	DET
esrj-63860	6	5	popularity	popularity	NOUN
esrj-63860	6	6	of	of	ADP
esrj-63860	6	7	artificial	artificial	ADJ
esrj-63860	6	8	neural	neural	ADJ
esrj-63860	6	9	network	network	NOUN
esrj-63860	6	10	(	(	PUNCT
esrj-63860	6	11	ann	ann	PROPN
esrj-63860	6	12	)	)	PUNCT
esrj-63860	6	13	methodology	methodology	NOUN
esrj-63860	6	14	has	have	AUX
esrj-63860	6	15	been	be	AUX
esrj-63860	6	16	growing	grow	VERB
esrj-63860	6	17	in	in	ADP
esrj-63860	6	18	a	a	DET
esrj-63860	6	19	wide	wide	ADJ
esrj-63860	6	20	variety	variety	NOUN
esrj-63860	6	21	of	of	ADP
esrj-63860	6	22	areas	area	NOUN
esrj-63860	6	23	in	in	ADP
esrj-63860	6	24	geodesy	geodesy	PROPN
esrj-63860	6	25	and	and	CCONJ
esrj-63860	6	26	geospatial	geospatial	ADJ
esrj-63860	6	27	sciences	science	NOUN
esrj-63860	6	28	.	.	PUNCT
esrj-63860	7	1	its	its	PRON
esrj-63860	7	2	ability	ability	NOUN
esrj-63860	7	3	to	to	PART
esrj-63860	7	4	perform	perform	VERB
esrj-63860	7	5	coordinate	coordinate	NOUN
esrj-63860	7	6	transformation	transformation	NOUN
esrj-63860	7	7	between	between	ADP
esrj-63860	7	8	different	different	ADJ
esrj-63860	7	9	data	datum	NOUN
esrj-63860	7	10	has	have	AUX
esrj-63860	7	11	been	be	AUX
esrj-63860	7	12	well	well	ADV
esrj-63860	7	13	documented	document	VERB
esrj-63860	7	14	in	in	ADP
esrj-63860	7	15	literature	literature	NOUN
esrj-63860	7	16	.	.	PUNCT
esrj-63860	8	1	in	in	ADP
esrj-63860	8	2	the	the	DET
esrj-63860	8	3	application	application	NOUN
esrj-63860	8	4	of	of	ADP
esrj-63860	8	5	the	the	DET
esrj-63860	8	6	ann	ann	PROPN
esrj-63860	8	7	methods	method	NOUN
esrj-63860	8	8	for	for	ADP
esrj-63860	8	9	the	the	DET
esrj-63860	8	10	coordinate	coordinate	NOUN
esrj-63860	8	11	transformation	transformation	NOUN
esrj-63860	8	12	,	,	PUNCT
esrj-63860	8	13	only	only	ADV
esrj-63860	8	14	the	the	DET
esrj-63860	8	15	train	train	NOUN
esrj-63860	8	16	-	-	PUNCT
esrj-63860	8	17	test	test	NOUN
esrj-63860	8	18	(	(	PUNCT
esrj-63860	8	19	hold	hold	VERB
esrj-63860	8	20	-	-	PUNCT
esrj-63860	8	21	out	out	ADP
esrj-63860	8	22	cross	cross	ADJ
esrj-63860	8	23	-	-	ADJ
esrj-63860	8	24	validation	validation	ADJ
esrj-63860	8	25	)	)	PUNCT
esrj-63860	8	26	approach	approach	NOUN
esrj-63860	8	27	has	have	AUX
esrj-63860	8	28	usually	usually	ADV
esrj-63860	8	29	been	be	AUX
esrj-63860	8	30	used	use	VERB
esrj-63860	8	31	to	to	PART
esrj-63860	8	32	evaluate	evaluate	VERB
esrj-63860	8	33	their	their	PRON
esrj-63860	8	34	performance	performance	NOUN
esrj-63860	8	35	.	.	PUNCT
esrj-63860	9	1	here	here	ADV
esrj-63860	9	2	,	,	PUNCT
esrj-63860	9	3	the	the	DET
esrj-63860	9	4	data	datum	NOUN
esrj-63860	9	5	set	set	VERB
esrj-63860	9	6	is	be	AUX
esrj-63860	9	7	divided	divide	VERB
esrj-63860	9	8	into	into	ADP
esrj-63860	9	9	two	two	NUM
esrj-63860	9	10	disjoint	disjoint	NOUN
esrj-63860	9	11	subsets	subset	NOUN
esrj-63860	9	12	thus	thus	ADV
esrj-63860	9	13	,	,	PUNCT
esrj-63860	9	14	training	training	NOUN
esrj-63860	9	15	(	(	PUNCT
esrj-63860	9	16	model	model	NOUN
esrj-63860	9	17	building	building	NOUN
esrj-63860	9	18	)	)	PUNCT
esrj-63860	9	19	and	and	CCONJ
esrj-63860	9	20	testing	testing	NOUN
esrj-63860	9	21	(	(	PUNCT
esrj-63860	9	22	model	model	NOUN
esrj-63860	9	23	validation	validation	NOUN
esrj-63860	9	24	)	)	PUNCT
esrj-63860	9	25	respectively	respectively	ADV
esrj-63860	9	26	.	.	PUNCT
esrj-63860	10	1	however	however	ADV
esrj-63860	10	2	,	,	PUNCT
esrj-63860	10	3	one	one	NUM
esrj-63860	10	4	major	major	ADJ
esrj-63860	10	5	drawback	drawback	NOUN
esrj-63860	10	6	in	in	ADP
esrj-63860	10	7	the	the	DET
esrj-63860	10	8	hold	hold	VERB
esrj-63860	10	9	-	-	PUNCT
esrj-63860	10	10	out	out	ADP
esrj-63860	10	11	cross	cross	ADJ
esrj-63860	10	12	-	-	ADJ
esrj-63860	10	13	validation	validation	ADJ
esrj-63860	10	14	procedure	procedure	NOUN
esrj-63860	10	15	is	be	AUX
esrj-63860	10	16	inappropriate	inappropriate	ADJ
esrj-63860	10	17	data	datum	NOUN
esrj-63860	10	18	partitioning	partitioning	NOUN
esrj-63860	10	19	.	.	PUNCT
esrj-63860	11	1	improper	improper	ADJ
esrj-63860	11	2	split	split	NOUN
esrj-63860	11	3	of	of	ADP
esrj-63860	11	4	the	the	DET
esrj-63860	11	5	data	datum	NOUN
esrj-63860	11	6	could	could	AUX
esrj-63860	11	7	lead	lead	VERB
esrj-63860	11	8	to	to	ADP
esrj-63860	11	9	a	a	DET
esrj-63860	11	10	high	high	ADJ
esrj-63860	11	11	variance	variance	NOUN
esrj-63860	11	12	and	and	CCONJ
esrj-63860	11	13	bias	bias	NOUN
esrj-63860	11	14	in	in	ADP
esrj-63860	11	15	the	the	DET
esrj-63860	11	16	results	result	NOUN
esrj-63860	11	17	generated	generate	VERB
esrj-63860	11	18	.	.	PUNCT
esrj-63860	12	1	besides	besides	SCONJ
esrj-63860	12	2	,	,	PUNCT
esrj-63860	12	3	in	in	ADP
esrj-63860	12	4	a	a	DET
esrj-63860	12	5	sparse	sparse	ADJ
esrj-63860	12	6	dataset	dataset	NOUN
esrj-63860	12	7	situation	situation	NOUN
esrj-63860	12	8	,	,	PUNCT
esrj-63860	12	9	the	the	PRON
esrj-63860	12	10	hold	hold	VERB
esrj-63860	12	11	-	-	PUNCT
esrj-63860	12	12	out	out	ADP
esrj-63860	12	13	cross	cross	NOUN
esrj-63860	12	14	-	-	ADJ
esrj-63860	12	15	validation	validation	NOUN
esrj-63860	12	16	is	be	AUX
esrj-63860	12	17	not	not	PART
esrj-63860	12	18	suitable	suitable	ADJ
esrj-63860	12	19	.	.	PUNCT
esrj-63860	13	1	for	for	ADP
esrj-63860	13	2	these	these	DET
esrj-63860	13	3	reasons	reason	NOUN
esrj-63860	13	4	,	,	PUNCT
esrj-63860	13	5	the	the	DET
esrj-63860	13	6	k	k	ADJ
esrj-63860	13	7	-	-	ADJ
esrj-63860	13	8	fold	fold	ADJ
esrj-63860	13	9	cross	cross	ADJ
esrj-63860	13	10	-	-	ADJ
esrj-63860	13	11	validation	validation	ADJ
esrj-63860	13	12	approach	approach	NOUN
esrj-63860	13	13	has	have	AUX
esrj-63860	13	14	been	be	AUX
esrj-63860	13	15	recommended	recommend	VERB
esrj-63860	13	16	.	.	PUNCT
esrj-63860	14	1	consequently	consequently	ADV
esrj-63860	14	2	,	,	PUNCT
esrj-63860	14	3	this	this	DET
esrj-63860	14	4	study	study	NOUN
esrj-63860	14	5	,	,	PUNCT
esrj-63860	14	6	for	for	ADP
esrj-63860	14	7	the	the	DET
esrj-63860	14	8	first	first	ADJ
esrj-63860	14	9	time	time	NOUN
esrj-63860	14	10	,	,	PUNCT
esrj-63860	14	11	explored	explore	VERB
esrj-63860	14	12	the	the	DET
esrj-63860	14	13	potential	potential	NOUN
esrj-63860	14	14	of	of	ADP
esrj-63860	14	15	using	use	VERB
esrj-63860	14	16	k	k	ADJ
esrj-63860	14	17	-	-	ADJ
esrj-63860	14	18	fold	fold	ADJ
esrj-63860	14	19	cross	cross	ADJ
esrj-63860	14	20	-	-	ADJ
esrj-63860	14	21	validation	validation	ADJ
esrj-63860	14	22	method	method	NOUN
esrj-63860	14	23	in	in	ADP
esrj-63860	14	24	the	the	DET
esrj-63860	14	25	performance	performance	NOUN
esrj-63860	14	26	assessment	assessment	NOUN
esrj-63860	14	27	of	of	ADP
esrj-63860	14	28	radial	radial	ADJ
esrj-63860	14	29	basis	basis	NOUN
esrj-63860	14	30	function	function	NOUN
esrj-63860	14	31	neural	neural	ADJ
esrj-63860	14	32	network	network	NOUN
esrj-63860	14	33	and	and	CCONJ
esrj-63860	14	34	bursa	bursa	NOUN
esrj-63860	14	35	-	-	PUNCT
esrj-63860	14	36	wolf	wolf	NOUN
esrj-63860	14	37	model	model	NOUN
esrj-63860	14	38	under	under	ADP
esrj-63860	14	39	datainsufficient	datainsufficient	NOUN
esrj-63860	14	40	situation	situation	NOUN
esrj-63860	14	41	in	in	ADP
esrj-63860	14	42	ghana	ghana	PROPN
esrj-63860	14	43	geodetic	geodetic	ADJ
esrj-63860	14	44	reference	reference	NOUN
esrj-63860	14	45	network	network	NOUN
esrj-63860	14	46	.	.	PUNCT
esrj-63860	15	1	the	the	DET
esrj-63860	15	2	statistical	statistical	ADJ
esrj-63860	15	3	analysis	analysis	NOUN
esrj-63860	15	4	of	of	ADP
esrj-63860	15	5	the	the	DET
esrj-63860	15	6	results	result	NOUN
esrj-63860	15	7	revealed	reveal	VERB
esrj-63860	15	8	that	that	SCONJ
esrj-63860	15	9	incorrect	incorrect	ADJ
esrj-63860	15	10	data	data	NOUN
esrj-63860	15	11	partition	partition	NOUN
esrj-63860	15	12	could	could	AUX
esrj-63860	15	13	lead	lead	VERB
esrj-63860	15	14	to	to	ADP
esrj-63860	15	15	a	a	DET
esrj-63860	15	16	false	false	ADJ
esrj-63860	15	17	reportage	reportage	NOUN
esrj-63860	15	18	on	on	ADP
esrj-63860	15	19	the	the	DET
esrj-63860	15	20	predictive	predictive	ADJ
esrj-63860	15	21	performance	performance	NOUN
esrj-63860	15	22	of	of	ADP
esrj-63860	15	23	the	the	DET
esrj-63860	15	24	transformation	transformation	NOUN
esrj-63860	15	25	model	model	NOUN
esrj-63860	15	26	.	.	PUNCT
esrj-63860	16	1	the	the	DET
esrj-63860	16	2	findings	finding	NOUN
esrj-63860	16	3	revealed	reveal	VERB
esrj-63860	16	4	that	that	SCONJ
esrj-63860	16	5	the	the	DET
esrj-63860	16	6	rbfnn	rbfnn	NOUN
esrj-63860	16	7	and	and	CCONJ
esrj-63860	16	8	bursa	bursa	NOUN
esrj-63860	16	9	-	-	PUNCT
esrj-63860	16	10	wolf	wolf	NOUN
esrj-63860	16	11	model	model	NOUN
esrj-63860	16	12	produced	produce	VERB
esrj-63860	16	13	a	a	DET
esrj-63860	16	14	root	root	NOUN
esrj-63860	16	15	mean	mean	ADJ
esrj-63860	16	16	square	square	ADJ
esrj-63860	16	17	horizontal	horizontal	ADJ
esrj-63860	16	18	positional	positional	ADJ
esrj-63860	16	19	error	error	NOUN
esrj-63860	16	20	of	of	ADP
esrj-63860	16	21	0.797	0.797	NUM
esrj-63860	16	22	m	m	NOUN
esrj-63860	16	23	and	and	CCONJ
esrj-63860	16	24	1.182	1.182	NUM
esrj-63860	16	25	m	m	NOUN
esrj-63860	16	26	,	,	PUNCT
esrj-63860	16	27	respectively	respectively	ADV
esrj-63860	16	28	.	.	PUNCT
esrj-63860	17	1	the	the	DET
esrj-63860	17	2	rbfnn	rbfnn	NOUN
esrj-63860	17	3	model	model	NOUN
esrj-63860	17	4	results	result	NOUN
esrj-63860	17	5	per	per	ADP
esrj-63860	17	6	the	the	DET
esrj-63860	17	7	cadastral	cadastral	ADJ
esrj-63860	17	8	surveying	surveying	NOUN
esrj-63860	17	9	and	and	CCONJ
esrj-63860	17	10	plan	plan	VERB
esrj-63860	17	11	production	production	NOUN
esrj-63860	17	12	requirement	requirement	NOUN
esrj-63860	17	13	set	set	VERB
esrj-63860	17	14	by	by	ADP
esrj-63860	17	15	the	the	DET
esrj-63860	17	16	ghana	ghana	PROPN
esrj-63860	17	17	survey	survey	NOUN
esrj-63860	17	18	and	and	CCONJ
esrj-63860	17	19	mapping	mapping	NOUN
esrj-63860	17	20	division	division	NOUN
esrj-63860	17	21	are	be	AUX
esrj-63860	17	22	applicable	applicable	ADJ
esrj-63860	17	23	.	.	PUNCT
esrj-63860	18	1	this	this	DET
esrj-63860	18	2	study	study	NOUN
esrj-63860	18	3	will	will	AUX
esrj-63860	18	4	contribute	contribute	VERB
esrj-63860	18	5	to	to	ADP
esrj-63860	18	6	the	the	DET
esrj-63860	18	7	usage	usage	NOUN
esrj-63860	18	8	of	of	ADP
esrj-63860	18	9	k	k	ADJ
esrj-63860	18	10	-	-	ADJ
esrj-63860	18	11	fold	fold	ADJ
esrj-63860	18	12	crossvalidation	crossvalidation	NOUN
esrj-63860	18	13	approach	approach	NOUN
esrj-63860	18	14	in	in	ADP
esrj-63860	18	15	developing	develop	VERB
esrj-63860	18	16	countries	country	NOUN
esrj-63860	18	17	having	have	VERB
esrj-63860	18	18	the	the	DET
esrj-63860	18	19	same	same	ADJ
esrj-63860	18	20	sparse	sparse	ADJ
esrj-63860	18	21	dataset	dataset	ADJ
esrj-63860	18	22	situation	situation	NOUN
esrj-63860	18	23	like	like	ADP
esrj-63860	18	24	ghana	ghana	PROPN
esrj-63860	18	25	and	and	CCONJ
esrj-63860	18	26	in	in	ADP
esrj-63860	18	27	the	the	DET
esrj-63860	18	28	geodetic	geodetic	ADJ
esrj-63860	18	29	sciences	science	NOUN
esrj-63860	18	30	where	where	SCONJ
esrj-63860	18	31	ann	ann	PROPN
esrj-63860	18	32	users	user	NOUN
esrj-63860	18	33	seldom	seldom	ADV
esrj-63860	18	34	apply	apply	VERB
esrj-63860	18	35	the	the	DET
esrj-63860	18	36	statistical	statistical	ADJ
esrj-63860	18	37	resampling	resample	VERB
esrj-63860	18	38	technique	technique	NOUN
esrj-63860	18	39	.	.	PUNCT
esrj-63860	19	1	abstract	abstract	ADJ
esrj-63860	19	2	keywords	keyword	NOUN
esrj-63860	19	3	:	:	PUNCT
esrj-63860	19	4	radial	radial	ADJ
esrj-63860	19	5	basis	basis	NOUN
esrj-63860	19	6	function	function	NOUN
esrj-63860	19	7	neural	neural	ADJ
esrj-63860	19	8	network	network	NOUN
esrj-63860	19	9	,	,	PUNCT
esrj-63860	19	10	bursa	bursa	NOUN
esrj-63860	19	11	-	-	PUNCT
esrj-63860	19	12	wolf	wolf	NOUN
esrj-63860	19	13	model	model	NOUN
esrj-63860	19	14	,	,	PUNCT
esrj-63860	19	15	k	k	ADJ
esrj-63860	19	16	-	-	ADJ
esrj-63860	19	17	fold	fold	ADJ
esrj-63860	19	18	cross	cross	NOUN
esrj-63860	19	19	-	-	ADJ
esrj-63860	19	20	validation	validation	ADJ
esrj-63860	19	21	,	,	PUNCT
esrj-63860	19	22	coordinate	coordinate	NOUN
esrj-63860	19	23	transformation	transformation	NOUN
esrj-63860	19	24	,	,	PUNCT
esrj-63860	19	25	statistical	statistical	ADJ
esrj-63860	19	26	resampling	resampling	NOUN
esrj-63860	19	27	.	.	PUNCT
esrj-63860	20	1	coordinate	coordinate	NOUN
esrj-63860	20	2	transformation	transformation	NOUN
esrj-63860	20	3	between	between	ADP
esrj-63860	20	4	global	global	ADJ
esrj-63860	20	5	and	and	CCONJ
esrj-63860	20	6	local	local	ADJ
esrj-63860	20	7	data	datum	NOUN
esrj-63860	20	8	based	base	VERB
esrj-63860	20	9	on	on	ADP
esrj-63860	20	10	artificial	artificial	ADJ
esrj-63860	20	11	neural	neural	ADJ
esrj-63860	20	12	network	network	NOUN
esrj-63860	20	13	with	with	ADP
esrj-63860	20	14	k	k	ADJ
esrj-63860	20	15	-	-	ADJ
esrj-63860	20	16	fold	fold	ADJ
esrj-63860	20	17	cross	cross	NOUN
esrj-63860	20	18	-	-	NOUN
esrj-63860	20	19	validation	validation	NOUN
esrj-63860	20	20	in	in	ADP
esrj-63860	20	21	ghana	ghana	PROPN
esrj-63860	20	22	transformación	transformación	PROPN
esrj-63860	20	23	coordinada	coordinada	PROPN
esrj-63860	20	24	entre	entre	PROPN
esrj-63860	20	25	información	información	PROPN
esrj-63860	20	26	global	global	PROPN
esrj-63860	20	27	y	y	PROPN
esrj-63860	20	28	local	local	ADJ
esrj-63860	20	29	basada	basada	PROPN
esrj-63860	20	30	en	en	PROPN
esrj-63860	20	31	redes	redes	PROPN
esrj-63860	20	32	neuronales	neuronales	PROPN
esrj-63860	20	33	artificiales	artificiales	PROPN
esrj-63860	20	34	con	con	PROPN
esrj-63860	20	35	validación	validación	PROPN
esrj-63860	20	36	cruzada	cruzada	PROPN
esrj-63860	20	37	de	de	PROPN
esrj-63860	20	38	k	k	X
esrj-63860	20	39	-	-	NOUN
esrj-63860	20	40	iteraciones	iteracione	NOUN
esrj-63860	20	41	en	en	ADP
esrj-63860	20	42	ghana	ghana	PROPN
esrj-63860	20	43	issn	issn	PROPN
esrj-63860	20	44	1794	1794	NUM
esrj-63860	20	45	-	-	SYM
esrj-63860	20	46	6190	6190	NUM
esrj-63860	20	47	e	e	NOUN
esrj-63860	20	48	-	-	NOUN
esrj-63860	20	49	issn	issn	PROPN
esrj-63860	20	50	2339	2339	NUM
esrj-63860	20	51	-	-	SYM
esrj-63860	20	52	3459	3459	NUM
esrj-63860	20	53	https://doi.org/10.15446/esrj.v23n1.63860	https://doi.org/10.15446/esrj.v23n1.63860	X
esrj-63860	20	54	la	la	PROPN
esrj-63860	20	55	popularidad	popularidad	PROPN
esrj-63860	20	56	de	de	PROPN
esrj-63860	20	57	la	la	PROPN
esrj-63860	20	58	metodología	metodología	PROPN
esrj-63860	20	59	de	de	PROPN
esrj-63860	20	60	redes	redes	PROPN
esrj-63860	20	61	neuronales	neuronales	PROPN
esrj-63860	20	62	artificiales	artificiales	PROPN
esrj-63860	20	63	está	está	PROPN
esrj-63860	20	64	en	en	PROPN
esrj-63860	20	65	crecimiento	crecimiento	PROPN
esrj-63860	20	66	en	en	PROPN
esrj-63860	20	67	varias	varias	PROPN
esrj-63860	20	68	áreas	áreas	PROPN
esrj-63860	21	1	en	en	PROPN
esrj-63860	21	2	geodesia	geodesia	PROPN
esrj-63860	21	3	y	y	PROPN
esrj-63860	21	4	en	en	PROPN
esrj-63860	21	5	las	las	PROPN
esrj-63860	21	6	ciencias	ciencias	PROPN
esrj-63860	21	7	geoespaciales	geoespaciale	NOUN
esrj-63860	21	8	.	.	PUNCT
esrj-63860	22	1	su	su	PROPN
esrj-63860	22	2	capacidad	capacidad	PROPN
esrj-63860	22	3	de	de	PROPN
esrj-63860	22	4	realizar	realizar	PROPN
esrj-63860	22	5	una	una	PROPN
esrj-63860	22	6	transformación	transformación	PROPN
esrj-63860	22	7	coordinada	coordinada	PROPN
esrj-63860	22	8	entre	entre	PROPN
esrj-63860	22	9	diferente	diferente	PROPN
esrj-63860	22	10	información	información	PROPN
esrj-63860	22	11	ha	ha	PROPN
esrj-63860	22	12	sido	sido	PROPN
esrj-63860	22	13	bien	bien	PROPN
esrj-63860	22	14	documentada	documentada	PROPN
esrj-63860	22	15	en	en	X
esrj-63860	22	16	la	la	PROPN
esrj-63860	22	17	literatura	literatura	PROPN
esrj-63860	22	18	.	.	PUNCT
esrj-63860	23	1	en	en	PROPN
esrj-63860	23	2	la	la	DET
esrj-63860	23	3	aplicación	aplicación	PROPN
esrj-63860	23	4	de	de	PROPN
esrj-63860	23	5	métodos	métodos	PROPN
esrj-63860	23	6	de	de	PROPN
esrj-63860	23	7	redes	redes	PROPN
esrj-63860	23	8	neuronales	neuronales	PROPN
esrj-63860	23	9	artificiales	artificiales	PROPN
esrj-63860	23	10	para	para	PROPN
esrj-63860	23	11	la	la	PROPN
esrj-63860	23	12	transformación	transformación	PROPN
esrj-63860	23	13	coordinada	coordinada	PROPN
esrj-63860	23	14	solo	solo	PROPN
esrj-63860	23	15	se	se	PROPN
esrj-63860	24	1	ha	ha	INTJ
esrj-63860	24	2	evaluado	evaluado	PROPN
esrj-63860	24	3	el	el	PROPN
esrj-63860	24	4	desempeño	desempeño	PROPN
esrj-63860	24	5	del	del	PROPN
esrj-63860	24	6	enfoque	enfoque	PROPN
esrj-63860	24	7	de	de	X
esrj-63860	24	8	prueba	prueba	X
esrj-63860	24	9	de	de	X
esrj-63860	24	10	adiestramiento	adiestramiento	PROPN
esrj-63860	24	11	(	(	PUNCT
esrj-63860	24	12	validación	validación	NOUN
esrj-63860	24	13	cruzada	cruzada	X
esrj-63860	24	14	por	por	NOUN
esrj-63860	24	15	método	método	X
esrj-63860	24	16	de	de	X
esrj-63860	24	17	retención	retención	NOUN
esrj-63860	24	18	)	)	PUNCT
esrj-63860	24	19	.	.	PUNCT
esrj-63860	25	1	en	en	PROPN
esrj-63860	25	2	este	este	PROPN
esrj-63860	25	3	punto	punto	PROPN
esrj-63860	25	4	,	,	PUNCT
esrj-63860	25	5	la	la	PROPN
esrj-63860	25	6	información	información	PROPN
esrj-63860	25	7	se	se	PROPN
esrj-63860	25	8	divide	divide	PROPN
esrj-63860	25	9	en	en	PROPN
esrj-63860	25	10	dos	do	NOUN
esrj-63860	25	11	subconjuntos	subconjunto	VERB
esrj-63860	25	12	diferentes	diferente	NOUN
esrj-63860	25	13	:	:	PUNCT
esrj-63860	26	1	adiestramiento	adiestramiento	PROPN
esrj-63860	26	2	(	(	PUNCT
esrj-63860	26	3	modelo	modelo	PROPN
esrj-63860	26	4	de	de	PROPN
esrj-63860	26	5	construcción	construcción	PROPN
esrj-63860	26	6	)	)	PUNCT
esrj-63860	27	1	y	y	PROPN
esrj-63860	27	2	verificación	verificación	PROPN
esrj-63860	27	3	(	(	PUNCT
esrj-63860	27	4	modelo	modelo	PROPN
esrj-63860	27	5	de	de	PROPN
esrj-63860	27	6	validación	validación	PROPN
esrj-63860	27	7	)	)	PUNCT
esrj-63860	27	8	.	.	PUNCT
esrj-63860	28	1	sin	sin	PROPN
esrj-63860	28	2	embargo	embargo	PROPN
esrj-63860	28	3	,	,	PUNCT
esrj-63860	28	4	una	una	PROPN
esrj-63860	28	5	desventaja	desventaja	PROPN
esrj-63860	28	6	en	en	PROPN
esrj-63860	28	7	el	el	PROPN
esrj-63860	28	8	procedimiento	procedimiento	PROPN
esrj-63860	28	9	de	de	PROPN
esrj-63860	28	10	validación	validación	PROPN
esrj-63860	28	11	cruzada	cruzada	NOUN
esrj-63860	28	12	por	por	NOUN
esrj-63860	28	13	método	método	X
esrj-63860	28	14	de	de	PROPN
esrj-63860	28	15	retención	retención	PROPN
esrj-63860	28	16	es	es	PROPN
esrj-63860	28	17	inapropiada	inapropiada	PROPN
esrj-63860	28	18	durante	durante	PROPN
esrj-63860	28	19	la	la	PROPN
esrj-63860	28	20	división	división	PROPN
esrj-63860	28	21	de	de	PROPN
esrj-63860	28	22	información	información	PROPN
esrj-63860	28	23	.	.	PUNCT
esrj-63860	29	1	una	una	PROPN
esrj-63860	29	2	partición	partición	PROPN
esrj-63860	29	3	no	no	DET
esrj-63860	29	4	adecuada	adecuada	PROPN
esrj-63860	29	5	en	en	PROPN
esrj-63860	29	6	la	la	PROPN
esrj-63860	29	7	información	información	PROPN
esrj-63860	29	8	podría	podría	PROPN
esrj-63860	29	9	llevar	llevar	PROPN
esrj-63860	29	10	a	a	DET
esrj-63860	29	11	una	una	PROPN
esrj-63860	29	12	gran	gran	PROPN
esrj-63860	29	13	diferencia	diferencia	PROPN
esrj-63860	29	14	o	o	PROPN
esrj-63860	29	15	a	a	DET
esrj-63860	29	16	un	un	PROPN
esrj-63860	29	17	sesgo	sesgo	PROPN
esrj-63860	29	18	en	en	PROPN
esrj-63860	29	19	los	los	PROPN
esrj-63860	29	20	resultados	resultados	PROPN
esrj-63860	29	21	generados	generado	NOUN
esrj-63860	29	22	.	.	PUNCT
esrj-63860	30	1	además	además	PROPN
esrj-63860	30	2	,	,	PUNCT
esrj-63860	30	3	ante	ante	PROPN
esrj-63860	30	4	una	una	PROPN
esrj-63860	31	1	situación	situación	PROPN
esrj-63860	31	2	de	de	PROPN
esrj-63860	31	3	un	un	PROPN
esrj-63860	31	4	conjunto	conjunto	PROPN
esrj-63860	31	5	de	de	X
esrj-63860	31	6	datos	datos	X
esrj-63860	31	7	disperso	disperso	PROPN
esrj-63860	31	8	la	la	PROPN
esrj-63860	31	9	validación	validación	PROPN
esrj-63860	31	10	cruzada	cruzada	PROPN
esrj-63860	31	11	por	por	NOUN
esrj-63860	31	12	método	método	X
esrj-63860	31	13	de	de	PROPN
esrj-63860	31	14	retención	retención	NOUN
esrj-63860	31	15	no	no	PRON
esrj-63860	31	16	es	es	X
esrj-63860	31	17	adecuada	adecuada	NOUN
esrj-63860	31	18	.	.	PUNCT
esrj-63860	32	1	por	por	NOUN
esrj-63860	32	2	estas	esta	NOUN
esrj-63860	32	3	razones	razone	NOUN
esrj-63860	32	4	se	se	X
esrj-63860	32	5	recomienda	recomienda	PROPN
esrj-63860	32	6	la	la	PROPN
esrj-63860	32	7	validación	validación	PROPN
esrj-63860	32	8	cruzada	cruzada	PROPN
esrj-63860	32	9	de	de	X
esrj-63860	32	10	k	k	X
esrj-63860	32	11	-	-	NOUN
esrj-63860	32	12	iteraciones	iteracione	NOUN
esrj-63860	32	13	.	.	PUNCT
esrj-63860	33	1	por	por	NOUN
esrj-63860	33	2	consiguiente	consiguiente	PROPN
esrj-63860	33	3	,	,	PUNCT
esrj-63860	33	4	este	este	X
esrj-63860	33	5	estudio	estudio	NOUN
esrj-63860	33	6	,	,	PUNCT
esrj-63860	33	7	por	por	NOUN
esrj-63860	33	8	primera	primera	PROPN
esrj-63860	33	9	vez	vez	PROPN
esrj-63860	33	10	,	,	PUNCT
esrj-63860	33	11	explora	explora	PROPN
esrj-63860	33	12	el	el	PROPN
esrj-63860	33	13	potencial	potencial	PROPN
esrj-63860	33	14	de	de	PROPN
esrj-63860	33	15	usar	usar	PROPN
esrj-63860	33	16	el	el	PROPN
esrj-63860	33	17	método	método	PROPN
esrj-63860	33	18	por	por	PROPN
esrj-63860	33	19	validación	validación	NOUN
esrj-63860	33	20	cruzada	cruzada	PROPN
esrj-63860	33	21	de	de	PROPN
esrj-63860	33	22	k	k	X
esrj-63860	33	23	-	-	NOUN
esrj-63860	33	24	iteraciones	iteracione	NOUN
esrj-63860	33	25	en	en	X
esrj-63860	33	26	la	la	PROPN
esrj-63860	33	27	evaluación	evaluación	PROPN
esrj-63860	33	28	de	de	PROPN
esrj-63860	33	29	ejecución	ejecución	PROPN
esrj-63860	33	30	de	de	PROPN
esrj-63860	33	31	la	la	PROPN
esrj-63860	33	32	función	función	PROPN
esrj-63860	33	33	de	de	PROPN
esrj-63860	33	34	base	base	PROPN
esrj-63860	33	35	radial	radial	NOUN
esrj-63860	33	36	en	en	ADP
esrj-63860	33	37	redes	redes	PROPN
esrj-63860	33	38	neuronales	neuronales	PROPN
esrj-63860	33	39	y	y	PROPN
esrj-63860	33	40	el	el	PROPN
esrj-63860	33	41	modelo	modelo	PROPN
esrj-63860	33	42	bursa	bursa	PROPN
esrj-63860	33	43	-	-	PUNCT
esrj-63860	33	44	wolf	wolf	PROPN
esrj-63860	33	45	en	en	PROPN
esrj-63860	33	46	una	una	PROPN
esrj-63860	33	47	situación	situación	PROPN
esrj-63860	33	48	de	de	PROPN
esrj-63860	33	49	información	información	PROPN
esrj-63860	33	50	insuficiente	insuficiente	PROPN
esrj-63860	33	51	en	en	X
esrj-63860	33	52	la	la	PROPN
esrj-63860	33	53	red	red	PROPN
esrj-63860	33	54	de	de	PROPN
esrj-63860	33	55	referencia	referencia	PROPN
esrj-63860	33	56	geodética	geodética	PROPN
esrj-63860	33	57	de	de	PROPN
esrj-63860	33	58	ghana	ghana	PROPN
esrj-63860	33	59	.	.	PUNCT
esrj-63860	34	1	el	el	PROPN
esrj-63860	34	2	análisis	análisis	VERB
esrj-63860	34	3	estadístico	estadístico	PROPN
esrj-63860	34	4	de	de	AUX
esrj-63860	34	5	los	los	PROPN
esrj-63860	34	6	resultados	resultados	PROPN
esrj-63860	34	7	muestra	muestra	ADJ
esrj-63860	34	8	que	que	PROPN
esrj-63860	34	9	una	una	PROPN
esrj-63860	34	10	partición	partición	PROPN
esrj-63860	34	11	incorrecta	incorrecta	PROPN
esrj-63860	34	12	de	de	PROPN
esrj-63860	34	13	información	información	PROPN
esrj-63860	34	14	puede	puede	PROPN
esrj-63860	34	15	llevar	llevar	PROPN
esrj-63860	34	16	a	a	PROPN
esrj-63860	34	17	un	un	PROPN
esrj-63860	34	18	registro	registro	PROPN
esrj-63860	34	19	falso	falso	PROPN
esrj-63860	34	20	en	en	X
esrj-63860	34	21	la	la	PROPN
esrj-63860	34	22	ejecución	ejecución	PROPN
esrj-63860	34	23	predictiva	predictiva	PROPN
esrj-63860	34	24	del	del	PROPN
esrj-63860	34	25	modelo	modelo	PROPN
esrj-63860	34	26	de	de	PROPN
esrj-63860	34	27	transformación	transformación	PROPN
esrj-63860	34	28	.	.	PUNCT
esrj-63860	35	1	los	los	PROPN
esrj-63860	35	2	resultados	resultados	PROPN
esrj-63860	35	3	demuestran	demuestran	VERB
esrj-63860	35	4	que	que	PROPN
esrj-63860	35	5	la	la	PROPN
esrj-63860	35	6	función	función	PROPN
esrj-63860	35	7	radial	radial	PROPN
esrj-63860	35	8	y	y	PROPN
esrj-63860	35	9	el	el	PROPN
esrj-63860	35	10	modelo	modelo	PROPN
esrj-63860	35	11	bursa	bursa	PROPN
esrj-63860	35	12	-	-	PUNCT
esrj-63860	35	13	wolf	wolf	PROPN
esrj-63860	35	14	producen	producen	NOUN
esrj-63860	35	15	un	un	PROPN
esrj-63860	35	16	error	error	PROPN
esrj-63860	35	17	posicional	posicional	ADJ
esrj-63860	35	18	de	de	X
esrj-63860	35	19	media	media	PROPN
esrj-63860	35	20	cuadrática	cuadrática	PROPN
esrj-63860	35	21	horizontal	horizontal	PROPN
esrj-63860	35	22	de	de	PROPN
esrj-63860	35	23	0.797	0.797	NUM
esrj-63860	35	24	m	m	NOUN
esrj-63860	35	25	y	y	PROPN
esrj-63860	35	26	1.182	1.182	NUM
esrj-63860	35	27	m	m	PROPN
esrj-63860	35	28	,	,	PUNCT
esrj-63860	35	29	respectivamente	respectivamente	PROPN
esrj-63860	35	30	.	.	PUNCT
esrj-63860	36	1	los	los	PROPN
esrj-63860	36	2	resultados	resultados	PROPN
esrj-63860	36	3	del	del	PROPN
esrj-63860	36	4	modelo	modelo	PROPN
esrj-63860	36	5	radial	radial	PROPN
esrj-63860	36	6	por	por	PROPN
esrj-63860	36	7	la	la	PROPN
esrj-63860	36	8	medición	medición	PROPN
esrj-63860	36	9	cadastral	cadastral	PROPN
esrj-63860	36	10	concuerdan	concuerdan	PROPN
esrj-63860	36	11	con	con	PROPN
esrj-63860	36	12	los	los	PROPN
esrj-63860	36	13	requerimientos	requerimientos	PROPN
esrj-63860	36	14	del	del	PROPN
esrj-63860	36	15	plan	plan	PROPN
esrj-63860	36	16	de	de	PROPN
esrj-63860	36	17	producción	producción	PROPN
esrj-63860	36	18	instaurados	instaurado	NOUN
esrj-63860	36	19	por	por	VERB
esrj-63860	36	20	la	la	PROPN
esrj-63860	36	21	divisón	divisón	PROPN
esrj-63860	36	22	de	de	X
esrj-63860	36	23	mapeo	mapeo	PROPN
esrj-63860	36	24	del	del	PROPN
esrj-63860	36	25	servicio	servicio	PROPN
esrj-63860	36	26	geológico	geológico	PROPN
esrj-63860	36	27	de	de	PROPN
esrj-63860	36	28	ghana	ghana	PROPN
esrj-63860	36	29	.	.	PUNCT
esrj-63860	37	1	este	este	PROPN
esrj-63860	37	2	estudio	estudio	PROPN
esrj-63860	37	3	contribuirá	contribuirá	NOUN
esrj-63860	37	4	en	en	ADP
esrj-63860	37	5	la	la	PROPN
esrj-63860	37	6	usabilidad	usabilidad	PROPN
esrj-63860	37	7	del	del	PROPN
esrj-63860	37	8	método	método	X
esrj-63860	37	9	de	de	X
esrj-63860	37	10	validación	validación	NOUN
esrj-63860	37	11	cruzada	cruzada	PROPN
esrj-63860	37	12	de	de	PROPN
esrj-63860	37	13	k	k	X
esrj-63860	37	14	-	-	PUNCT
esrj-63860	37	15	iteracciones	iteraccione	NOUN
esrj-63860	37	16	en	en	X
esrj-63860	37	17	países	paíse	NOUN
esrj-63860	37	18	en	en	PROPN
esrj-63860	37	19	desarrollo	desarrollo	PROPN
esrj-63860	37	20	que	que	PROPN
esrj-63860	37	21	tienen	tienen	PROPN
esrj-63860	37	22	conjuntos	conjuntos	PROPN
esrj-63860	37	23	de	de	PROPN
esrj-63860	37	24	datos	datos	X
esrj-63860	37	25	dispersos	disperso	NOUN
esrj-63860	37	26	,	,	PUNCT
esrj-63860	37	27	como	como	PROPN
esrj-63860	37	28	ghana	ghana	PROPN
esrj-63860	37	29	,	,	PUNCT
esrj-63860	37	30	y	y	PROPN
esrj-63860	37	31	en	en	PROPN
esrj-63860	37	32	las	las	PROPN
esrj-63860	37	33	ciencias	ciencias	PROPN
esrj-63860	37	34	geodésicas	geodésicas	PROPN
esrj-63860	37	35	donde	donde	PROPN
esrj-63860	37	36	los	los	PROPN
esrj-63860	37	37	usuarios	usuarios	PROPN
esrj-63860	37	38	de	de	ADP
esrj-63860	37	39	redes	redes	PROPN
esrj-63860	37	40	neuronales	neuronales	PROPN
esrj-63860	37	41	casi	casi	PROPN
esrj-63860	37	42	nunca	nunca	PROPN
esrj-63860	37	43	aplican	aplican	PROPN
esrj-63860	37	44	la	la	PROPN
esrj-63860	37	45	técnica	técnica	PROPN
esrj-63860	37	46	estadística	estadística	PROPN
esrj-63860	37	47	de	de	PROPN
esrj-63860	37	48	remuestreo	remuestreo	X
esrj-63860	37	49	resumen	resuman	NOUN
esrj-63860	37	50	record	record	PROPN
esrj-63860	37	51	manuscript	manuscript	NOUN
esrj-63860	37	52	received	receive	VERB
esrj-63860	37	53	:	:	PUNCT
esrj-63860	37	54	03/04/2017	03/04/2017	NUM
esrj-63860	37	55	accepted	accept	VERB
esrj-63860	37	56	for	for	ADP
esrj-63860	37	57	publication	publication	NOUN
esrj-63860	37	58	:	:	PUNCT
esrj-63860	37	59	09/11/2018	09/11/2018	NUM
esrj-63860	37	60	earth	earth	PROPN
esrj-63860	37	61	sciences	sciences	PROPN
esrj-63860	37	62	research	research	PROPN
esrj-63860	37	63	journal	journal	PROPN
esrj-63860	37	64	earth	earth	PROPN
esrj-63860	37	65	sci	sci	PROPN
esrj-63860	37	66	.	.	PUNCT
esrj-63860	38	1	res	res	PROPN
esrj-63860	38	2	.	.	PUNCT
esrj-63860	39	1	j.	j.	PROPN
esrj-63860	39	2	vol	vol	PROPN
esrj-63860	39	3	.	.	PROPN
esrj-63860	40	1	23	23	NUM
esrj-63860	40	2	,	,	PUNCT
esrj-63860	40	3	no	no	INTJ
esrj-63860	40	4	.	.	NOUN
esrj-63860	40	5	1	1	NUM
esrj-63860	40	6	(	(	PUNCT
esrj-63860	40	7	march	march	NOUN
esrj-63860	40	8	,	,	PUNCT
esrj-63860	40	9	2019	2019	NUM
esrj-63860	40	10	):	):	PUNCT
esrj-63860	40	11	67	67	NUM
esrj-63860	40	12	-	-	SYM
esrj-63860	40	13	77	77	NUM
esrj-63860	40	14	yao	yao	NOUN
esrj-63860	40	15	yevenyo	yevenyo	PROPN
esrj-63860	40	16	ziggah1	ziggah1	PROPN
esrj-63860	40	17	,	,	PUNCT
esrj-63860	40	18	hu	hu	PROPN
esrj-63860	40	19	youjian1	youjian1	PROPN
esrj-63860	40	20	,	,	PUNCT
esrj-63860	40	21	alfonso	alfonso	PROPN
esrj-63860	40	22	rodrigo	rodrigo	PROPN
esrj-63860	40	23	tierra2	tierra2	PROPN
esrj-63860	40	24	,	,	PUNCT
esrj-63860	40	25	prosper	prosper	VERB
esrj-63860	40	26	basommi	basommi	ADJ
esrj-63860	40	27	laari3	laari3	PUNCT
esrj-63860	41	1	1china	1china	NUM
esrj-63860	41	2	university	university	NOUN
esrj-63860	41	3	of	of	ADP
esrj-63860	41	4	geosciences	geoscience	NOUN
esrj-63860	41	5	(	(	PUNCT
esrj-63860	41	6	wuhan	wuhan	PROPN
esrj-63860	41	7	)	)	PUNCT
esrj-63860	41	8	,	,	PUNCT
esrj-63860	41	9	china	china	PROPN
esrj-63860	41	10	.	.	PUNCT
esrj-63860	42	1	2universidad	2universidad	NUM
esrj-63860	42	2	de	de	PROPN
esrj-63860	42	3	las	las	PROPN
esrj-63860	42	4	fuerzas	fuerzas	PROPN
esrj-63860	42	5	armadas	armadas	PROPN
esrj-63860	42	6	espe	espe	VERB
esrj-63860	42	7	,	,	PUNCT
esrj-63860	42	8	ecuador	ecuador	NOUN
esrj-63860	42	9	.	.	PUNCT
esrj-63860	43	1	3university	3university	NUM
esrj-63860	43	2	for	for	ADP
esrj-63860	43	3	development	development	NOUN
esrj-63860	43	4	studies	study	NOUN
esrj-63860	43	5	,	,	PUNCT
esrj-63860	43	6	ghana	ghana	PROPN
esrj-63860	43	7	.	.	PUNCT
esrj-63860	44	1	*	*	PUNCT
esrj-63860	44	2	corresponding	correspond	VERB
esrj-63860	44	3	author	author	NOUN
esrj-63860	44	4	:	:	PUNCT
esrj-63860	44	5	ziggah78@yahoo.com	ziggah78@yahoo.com	X
esrj-63860	44	6	;	;	PUNCT
esrj-63860	44	7	hyj_06@163.com	hyj_06@163.com	X
esrj-63860	44	8	g	g	PROPN
esrj-63860	44	9	eo	eo	PROPN
esrj-63860	44	10	de	de	PROPN
esrj-63860	44	11	sy	sy	PROPN
esrj-63860	44	12	68	68	NUM
esrj-63860	44	13	yao	yao	PROPN
esrj-63860	44	14	yevenyo	yevenyo	PROPN
esrj-63860	44	15	ziggah	ziggah	PROPN
esrj-63860	44	16	,	,	PUNCT
esrj-63860	44	17	hu	hu	PROPN
esrj-63860	44	18	youjian	youjian	PROPN
esrj-63860	44	19	,	,	PUNCT
esrj-63860	44	20	alfonso	alfonso	PROPN
esrj-63860	44	21	rodrigo	rodrigo	PROPN
esrj-63860	44	22	tierra	tierra	PROPN
esrj-63860	44	23	,	,	PUNCT
esrj-63860	44	24	prosper	prosper	VERB
esrj-63860	44	25	basommi	basommi	ADJ
esrj-63860	44	26	laari	laari	PROPN
esrj-63860	44	27	introduction	introduction	NOUN
esrj-63860	44	28	positional	positional	ADJ
esrj-63860	44	29	information	information	NOUN
esrj-63860	44	30	about	about	ADP
esrj-63860	44	31	natural	natural	ADJ
esrj-63860	44	32	and	and	CCONJ
esrj-63860	44	33	man	man	NOUN
esrj-63860	44	34	-	-	PUNCT
esrj-63860	44	35	made	make	VERB
esrj-63860	44	36	features	feature	NOUN
esrj-63860	44	37	is	be	AUX
esrj-63860	44	38	shown	show	VERB
esrj-63860	44	39	on	on	ADP
esrj-63860	44	40	maps	map	NOUN
esrj-63860	44	41	as	as	ADP
esrj-63860	44	42	coordinates	coordinate	NOUN
esrj-63860	44	43	.	.	PUNCT
esrj-63860	45	1	hence	hence	ADV
esrj-63860	45	2	,	,	PUNCT
esrj-63860	45	3	coordinates	coordinate	NOUN
esrj-63860	45	4	has	have	AUX
esrj-63860	45	5	become	become	VERB
esrj-63860	45	6	an	an	DET
esrj-63860	45	7	indispensable	indispensable	ADJ
esrj-63860	45	8	representative	representative	NOUN
esrj-63860	45	9	means	mean	NOUN
esrj-63860	45	10	for	for	ADP
esrj-63860	45	11	accurately	accurately	ADV
esrj-63860	45	12	mapping	map	VERB
esrj-63860	45	13	out	out	ADP
esrj-63860	45	14	natural	natural	ADJ
esrj-63860	45	15	resources	resource	NOUN
esrj-63860	45	16	.	.	PUNCT
esrj-63860	46	1	for	for	ADP
esrj-63860	46	2	example	example	NOUN
esrj-63860	46	3	,	,	PUNCT
esrj-63860	46	4	the	the	DET
esrj-63860	46	5	geologist	geologist	NOUN
esrj-63860	46	6	needs	need	VERB
esrj-63860	46	7	coordinate	coordinate	NOUN
esrj-63860	46	8	to	to	PART
esrj-63860	46	9	carry	carry	VERB
esrj-63860	46	10	out	out	ADP
esrj-63860	46	11	geological	geological	ADJ
esrj-63860	46	12	mapping	mapping	NOUN
esrj-63860	46	13	,	,	PUNCT
esrj-63860	46	14	while	while	SCONJ
esrj-63860	46	15	the	the	DET
esrj-63860	46	16	drilling	drilling	NOUN
esrj-63860	46	17	engineer	engineer	NOUN
esrj-63860	46	18	require	require	VERB
esrj-63860	46	19	the	the	DET
esrj-63860	46	20	position	position	NOUN
esrj-63860	46	21	to	to	PART
esrj-63860	46	22	be	be	AUX
esrj-63860	46	23	drilled	drill	VERB
esrj-63860	46	24	as	as	ADV
esrj-63860	46	25	well	well	ADV
esrj-63860	46	26	as	as	ADP
esrj-63860	46	27	the	the	DET
esrj-63860	46	28	azimuth	azimuth	NOUN
esrj-63860	46	29	the	the	DET
esrj-63860	46	30	drilling	drilling	NOUN
esrj-63860	46	31	should	should	AUX
esrj-63860	46	32	be	be	AUX
esrj-63860	46	33	done	do	VERB
esrj-63860	46	34	.	.	PUNCT
esrj-63860	47	1	in	in	ADP
esrj-63860	47	2	view	view	NOUN
esrj-63860	47	3	of	of	ADP
esrj-63860	47	4	the	the	DET
esrj-63860	47	5	foregoing	forego	VERB
esrj-63860	47	6	discussion	discussion	NOUN
esrj-63860	47	7	,	,	PUNCT
esrj-63860	47	8	it	it	PRON
esrj-63860	47	9	is	be	AUX
esrj-63860	47	10	clear	clear	ADJ
esrj-63860	47	11	that	that	SCONJ
esrj-63860	47	12	accurate	accurate	ADJ
esrj-63860	47	13	positional	positional	ADJ
esrj-63860	47	14	information	information	NOUN
esrj-63860	47	15	should	should	AUX
esrj-63860	47	16	be	be	AUX
esrj-63860	47	17	provided	provide	VERB
esrj-63860	47	18	for	for	ADP
esrj-63860	47	19	proper	proper	ADJ
esrj-63860	47	20	planning	planning	NOUN
esrj-63860	47	21	,	,	PUNCT
esrj-63860	47	22	management	management	NOUN
esrj-63860	47	23	and	and	CCONJ
esrj-63860	47	24	decision	decision	NOUN
esrj-63860	47	25	making	making	NOUN
esrj-63860	47	26	.	.	PUNCT
esrj-63860	48	1	in	in	ADP
esrj-63860	48	2	view	view	NOUN
esrj-63860	48	3	of	of	ADP
esrj-63860	48	4	the	the	DET
esrj-63860	48	5	above	above	ADJ
esrj-63860	48	6	,	,	PUNCT
esrj-63860	48	7	global	global	ADJ
esrj-63860	48	8	navigation	navigation	NOUN
esrj-63860	48	9	satellite	satellite	NOUN
esrj-63860	48	10	systems	system	NOUN
esrj-63860	48	11	(	(	PUNCT
esrj-63860	48	12	gnss	gnss	NOUN
esrj-63860	48	13	)	)	PUNCT
esrj-63860	48	14	,	,	PUNCT
esrj-63860	48	15	particularly	particularly	ADV
esrj-63860	48	16	,	,	PUNCT
esrj-63860	48	17	global	global	ADJ
esrj-63860	48	18	positioning	positioning	NOUN
esrj-63860	48	19	system	system	NOUN
esrj-63860	48	20	(	(	PUNCT
esrj-63860	48	21	gps	gps	PROPN
esrj-63860	48	22	)	)	PUNCT
esrj-63860	48	23	have	have	AUX
esrj-63860	48	24	been	be	AUX
esrj-63860	48	25	widely	widely	ADV
esrj-63860	48	26	adopted	adopt	VERB
esrj-63860	48	27	in	in	ADP
esrj-63860	48	28	geospatial	geospatial	ADJ
esrj-63860	48	29	sciences	science	NOUN
esrj-63860	48	30	and	and	CCONJ
esrj-63860	48	31	its	its	PRON
esrj-63860	48	32	related	related	ADJ
esrj-63860	48	33	earth	earth	NOUN
esrj-63860	48	34	science	science	NOUN
esrj-63860	48	35	disciplines	discipline	NOUN
esrj-63860	48	36	for	for	ADP
esrj-63860	48	37	geodetic	geodetic	ADJ
esrj-63860	48	38	purposes	purpose	NOUN
esrj-63860	48	39	.	.	PUNCT
esrj-63860	49	1	since	since	SCONJ
esrj-63860	49	2	its	its	PRON
esrj-63860	49	3	arrival	arrival	NOUN
esrj-63860	49	4	,	,	PUNCT
esrj-63860	49	5	gps	gps	PROPN
esrj-63860	49	6	has	have	AUX
esrj-63860	49	7	become	become	VERB
esrj-63860	49	8	an	an	DET
esrj-63860	49	9	essential	essential	ADJ
esrj-63860	49	10	technology	technology	NOUN
esrj-63860	49	11	that	that	PRON
esrj-63860	49	12	has	have	AUX
esrj-63860	49	13	revolutionized	revolutionize	VERB
esrj-63860	49	14	data	data	NOUN
esrj-63860	49	15	collection	collection	NOUN
esrj-63860	49	16	and	and	CCONJ
esrj-63860	49	17	surveying	surveying	NOUN
esrj-63860	49	18	practices	practice	NOUN
esrj-63860	49	19	at	at	ADP
esrj-63860	49	20	large	large	ADJ
esrj-63860	49	21	.	.	PUNCT
esrj-63860	50	1	however	however	ADV
esrj-63860	50	2	,	,	PUNCT
esrj-63860	50	3	for	for	SCONJ
esrj-63860	50	4	the	the	DET
esrj-63860	50	5	gps	gps	PROPN
esrj-63860	50	6	data	datum	NOUN
esrj-63860	50	7	to	to	PART
esrj-63860	50	8	be	be	AUX
esrj-63860	50	9	used	use	VERB
esrj-63860	50	10	locally	locally	ADV
esrj-63860	50	11	so	so	SCONJ
esrj-63860	50	12	that	that	SCONJ
esrj-63860	50	13	compatibility	compatibility	NOUN
esrj-63860	50	14	could	could	AUX
esrj-63860	50	15	be	be	AUX
esrj-63860	50	16	created	create	VERB
esrj-63860	50	17	between	between	ADP
esrj-63860	50	18	maps	map	NOUN
esrj-63860	50	19	and	and	CCONJ
esrj-63860	50	20	other	other	ADJ
esrj-63860	50	21	geospatial	geospatial	ADJ
esrj-63860	50	22	data	datum	NOUN
esrj-63860	50	23	produced	produce	VERB
esrj-63860	50	24	in	in	ADP
esrj-63860	50	25	the	the	DET
esrj-63860	50	26	national	national	PROPN
esrj-63860	50	27	datum	datum	PROPN
esrj-63860	50	28	,	,	PUNCT
esrj-63860	50	29	there	there	PRON
esrj-63860	50	30	is	be	VERB
esrj-63860	50	31	a	a	DET
esrj-63860	50	32	need	need	NOUN
esrj-63860	50	33	to	to	PART
esrj-63860	50	34	perform	perform	VERB
esrj-63860	50	35	coordinate	coordinate	NOUN
esrj-63860	50	36	transformation	transformation	NOUN
esrj-63860	50	37	(	(	PUNCT
esrj-63860	50	38	featherstone	featherstone	PROPN
esrj-63860	50	39	,	,	PUNCT
esrj-63860	50	40	1996	1996	NUM
esrj-63860	50	41	;	;	PUNCT
esrj-63860	50	42	yang	yang	PROPN
esrj-63860	50	43	,	,	PUNCT
esrj-63860	50	44	2009	2009	NUM
esrj-63860	50	45	)	)	PUNCT
esrj-63860	50	46	.	.	PUNCT
esrj-63860	51	1	in	in	ADP
esrj-63860	51	2	doing	do	VERB
esrj-63860	51	3	this	this	PRON
esrj-63860	51	4	,	,	PUNCT
esrj-63860	51	5	earth	earth	NOUN
esrj-63860	51	6	scientist	scientist	NOUN
esrj-63860	51	7	can	can	AUX
esrj-63860	51	8	comfortably	comfortably	ADV
esrj-63860	51	9	apply	apply	VERB
esrj-63860	51	10	the	the	DET
esrj-63860	51	11	gps	gps	PROPN
esrj-63860	51	12	measurement	measurement	NOUN
esrj-63860	51	13	locally	locally	ADV
esrj-63860	51	14	with	with	ADP
esrj-63860	51	15	minimal	minimal	ADJ
esrj-63860	51	16	degree	degree	NOUN
esrj-63860	51	17	of	of	ADP
esrj-63860	51	18	errors	error	NOUN
esrj-63860	51	19	that	that	PRON
esrj-63860	51	20	are	be	AUX
esrj-63860	51	21	usually	usually	ADV
esrj-63860	51	22	created	create	VERB
esrj-63860	51	23	due	due	ADP
esrj-63860	51	24	to	to	ADP
esrj-63860	51	25	different	different	ADJ
esrj-63860	51	26	datum	datum	NOUN
esrj-63860	51	27	size	size	NOUN
esrj-63860	51	28	,	,	PUNCT
esrj-63860	51	29	shape	shape	NOUN
esrj-63860	51	30	and	and	CCONJ
esrj-63860	51	31	origin	origin	NOUN
esrj-63860	51	32	between	between	ADP
esrj-63860	51	33	the	the	DET
esrj-63860	51	34	national	national	ADJ
esrj-63860	51	35	data	datum	NOUN
esrj-63860	51	36	(	(	PUNCT
esrj-63860	51	37	non	non	ADJ
esrj-63860	51	38	-	-	ADJ
esrj-63860	51	39	geocentric	geocentric	ADJ
esrj-63860	51	40	)	)	PUNCT
esrj-63860	51	41	of	of	ADP
esrj-63860	51	42	countries	country	NOUN
esrj-63860	51	43	and	and	CCONJ
esrj-63860	51	44	the	the	DET
esrj-63860	51	45	global	global	ADJ
esrj-63860	51	46	datum	datum	NOUN
esrj-63860	51	47	(	(	PUNCT
esrj-63860	51	48	geocentric	geocentric	NOUN
esrj-63860	51	49	)	)	PUNCT
esrj-63860	51	50	of	of	ADP
esrj-63860	51	51	the	the	DET
esrj-63860	51	52	gps	gps	PROPN
esrj-63860	51	53	.	.	PUNCT
esrj-63860	52	1	as	as	ADP
esrj-63860	52	2	a	a	DET
esrj-63860	52	3	means	means	NOUN
esrj-63860	52	4	to	to	PART
esrj-63860	52	5	accomplish	accomplish	VERB
esrj-63860	52	6	such	such	ADJ
esrj-63860	52	7	task	task	NOUN
esrj-63860	52	8	,	,	PUNCT
esrj-63860	52	9	empirical	empirical	ADJ
esrj-63860	52	10	based	base	VERB
esrj-63860	52	11	coordinate	coordinate	NOUN
esrj-63860	52	12	transformation	transformation	NOUN
esrj-63860	52	13	equations	equation	NOUN
esrj-63860	52	14	have	have	AUX
esrj-63860	52	15	widely	widely	ADV
esrj-63860	52	16	been	be	AUX
esrj-63860	52	17	used	use	VERB
esrj-63860	52	18	.	.	PUNCT
esrj-63860	53	1	notable	notable	ADJ
esrj-63860	53	2	among	among	ADP
esrj-63860	53	3	them	they	PRON
esrj-63860	53	4	is	be	AUX
esrj-63860	53	5	the	the	DET
esrj-63860	53	6	three	three	NUM
esrj-63860	53	7	-	-	PUNCT
esrj-63860	53	8	dimension	dimension	NOUN
esrj-63860	53	9	(	(	PUNCT
esrj-63860	53	10	3d	3d	NOUN
esrj-63860	53	11	)	)	PUNCT
esrj-63860	53	12	conformal	conformal	ADJ
esrj-63860	53	13	transformation	transformation	NOUN
esrj-63860	53	14	models	model	NOUN
esrj-63860	53	15	like	like	ADP
esrj-63860	53	16	bursa	bursa	NOUN
esrj-63860	53	17	-	-	PUNCT
esrj-63860	53	18	wolf	wolf	NOUN
esrj-63860	53	19	(	(	PUNCT
esrj-63860	53	20	bursa	bursa	NOUN
esrj-63860	53	21	,	,	PUNCT
esrj-63860	53	22	1962	1962	NUM
esrj-63860	53	23	;	;	PUNCT
esrj-63860	53	24	wolf	wolf	PROPN
esrj-63860	53	25	,	,	PUNCT
esrj-63860	53	26	1963	1963	NUM
esrj-63860	53	27	)	)	PUNCT
esrj-63860	53	28	,	,	PUNCT
esrj-63860	53	29	molodensky	molodensky	NOUN
esrj-63860	53	30	-	-	PUNCT
esrj-63860	53	31	badekas	badekas	NOUN
esrj-63860	53	32	(	(	PUNCT
esrj-63860	53	33	molodensky	molodensky	NOUN
esrj-63860	53	34	et	et	PROPN
esrj-63860	53	35	al	al	PROPN
esrj-63860	53	36	.	.	PROPN
esrj-63860	53	37	,	,	PUNCT
esrj-63860	53	38	1962	1962	NUM
esrj-63860	53	39	;	;	PUNCT
esrj-63860	53	40	badekas	badekas	ADJ
esrj-63860	53	41	,	,	PUNCT
esrj-63860	53	42	1969	1969	NUM
esrj-63860	53	43	)	)	PUNCT
esrj-63860	53	44	,	,	PUNCT
esrj-63860	53	45	abridged	abridge	VERB
esrj-63860	53	46	molodensky	molodensky	NOUN
esrj-63860	53	47	(	(	PUNCT
esrj-63860	53	48	molodensky	molodensky	NOUN
esrj-63860	53	49	et	et	PROPN
esrj-63860	53	50	al	al	PROPN
esrj-63860	53	51	.	.	PROPN
esrj-63860	53	52	,	,	PUNCT
esrj-63860	53	53	1962	1962	NUM
esrj-63860	53	54	)	)	PUNCT
esrj-63860	53	55	and	and	CCONJ
esrj-63860	53	56	veis	veis	PROPN
esrj-63860	53	57	(	(	PUNCT
esrj-63860	53	58	veis	veis	PROPN
esrj-63860	53	59	,	,	PUNCT
esrj-63860	53	60	1960	1960	NUM
esrj-63860	53	61	)	)	PUNCT
esrj-63860	53	62	.	.	PUNCT
esrj-63860	54	1	conversely	conversely	ADV
esrj-63860	54	2	,	,	PUNCT
esrj-63860	54	3	in	in	ADP
esrj-63860	54	4	recent	recent	ADJ
esrj-63860	54	5	times	time	NOUN
esrj-63860	54	6	,	,	PUNCT
esrj-63860	54	7	artificial	artificial	ADJ
esrj-63860	54	8	neural	neural	ADJ
esrj-63860	54	9	network	network	NOUN
esrj-63860	54	10	(	(	PUNCT
esrj-63860	54	11	ann	ann	PROPN
esrj-63860	54	12	)	)	PUNCT
esrj-63860	54	13	techniques	technique	NOUN
esrj-63860	54	14	have	have	AUX
esrj-63860	54	15	also	also	ADV
esrj-63860	54	16	been	be	AUX
esrj-63860	54	17	applied	apply	VERB
esrj-63860	54	18	for	for	ADP
esrj-63860	54	19	coordinate	coordinate	NOUN
esrj-63860	54	20	transformation	transformation	NOUN
esrj-63860	54	21	(	(	PUNCT
esrj-63860	54	22	gullu	gullu	NOUN
esrj-63860	54	23	,	,	PUNCT
esrj-63860	54	24	2010	2010	NUM
esrj-63860	54	25	;	;	PUNCT
esrj-63860	54	26	gullu	gullu	NOUN
esrj-63860	54	27	et	et	NOUN
esrj-63860	54	28	al	al	PROPN
esrj-63860	54	29	.	.	PROPN
esrj-63860	54	30	,	,	PUNCT
esrj-63860	54	31	2011	2011	NUM
esrj-63860	54	32	;	;	PUNCT
esrj-63860	54	33	lin	lin	PROPN
esrj-63860	54	34	and	and	CCONJ
esrj-63860	54	35	wang	wang	PROPN
esrj-63860	54	36	,	,	PUNCT
esrj-63860	54	37	2006	2006	NUM
esrj-63860	54	38	;	;	PUNCT
esrj-63860	54	39	mihalache	mihalache	PROPN
esrj-63860	54	40	,	,	PUNCT
esrj-63860	54	41	2012	2012	NUM
esrj-63860	54	42	;	;	PUNCT
esrj-63860	54	43	tierra	tierra	NOUN
esrj-63860	54	44	et	et	PROPN
esrj-63860	54	45	al	al	PROPN
esrj-63860	54	46	.	.	PROPN
esrj-63860	54	47	,	,	PUNCT
esrj-63860	54	48	2008	2008	NUM
esrj-63860	54	49	,	,	PUNCT
esrj-63860	54	50	2009	2009	NUM
esrj-63860	54	51	;	;	PUNCT
esrj-63860	54	52	tierra	tierra	NOUN
esrj-63860	54	53	and	and	CCONJ
esrj-63860	54	54	romero	romero	PROPN
esrj-63860	54	55	,	,	PUNCT
esrj-63860	54	56	2014	2014	NUM
esrj-63860	54	57	;	;	PUNCT
esrj-63860	54	58	turgut	turgut	PROPN
esrj-63860	54	59	,	,	PUNCT
esrj-63860	54	60	2010	2010	NUM
esrj-63860	54	61	;	;	PUNCT
esrj-63860	54	62	yilmaz	yilmaz	NOUN
esrj-63860	54	63	and	and	CCONJ
esrj-63860	54	64	gullu	gullu	NOUN
esrj-63860	54	65	,	,	PUNCT
esrj-63860	54	66	2012	2012	NUM
esrj-63860	54	67	;	;	PUNCT
esrj-63860	54	68	zaletnyik	zaletnyik	PROPN
esrj-63860	54	69	,	,	PUNCT
esrj-63860	54	70	2004	2004	NUM
esrj-63860	54	71	;	;	PUNCT
esrj-63860	54	72	konakoğlu	konakoğlu	NOUN
esrj-63860	54	73	and	and	CCONJ
esrj-63860	54	74	gökalp	gökalp	NOUN
esrj-63860	54	75	,	,	PUNCT
esrj-63860	54	76	2016	2016	NUM
esrj-63860	54	77	;	;	PUNCT
esrj-63860	54	78	konakoğlu	konakoğlu	NOUN
esrj-63860	54	79	et	et	PROPN
esrj-63860	54	80	al	al	PROPN
esrj-63860	54	81	.	.	PROPN
esrj-63860	54	82	,	,	PUNCT
esrj-63860	54	83	2016	2016	NUM
esrj-63860	54	84	;	;	PUNCT
esrj-63860	54	85	elsayed	elsaye	VERB
esrj-63860	54	86	and	and	CCONJ
esrj-63860	54	87	ali	ali	PROPN
esrj-63860	54	88	,	,	PUNCT
esrj-63860	54	89	2016	2016	NUM
esrj-63860	54	90	;	;	PUNCT
esrj-63860	54	91	ziggah	ziggah	PROPN
esrj-63860	54	92	et	et	PROPN
esrj-63860	54	93	al	al	PROPN
esrj-63860	54	94	.	.	PROPN
esrj-63860	54	95	,	,	PUNCT
esrj-63860	54	96	2016	2016	NUM
esrj-63860	54	97	;	;	PUNCT
esrj-63860	54	98	ziggah	ziggah	PROPN
esrj-63860	54	99	et	et	PROPN
esrj-63860	54	100	al	al	PROPN
esrj-63860	54	101	.	.	PROPN
esrj-63860	54	102	,	,	PUNCT
esrj-63860	54	103	2017a	2017a	NUM
esrj-63860	54	104	)	)	PUNCT
esrj-63860	54	105	.	.	PUNCT
esrj-63860	55	1	it	it	PRON
esrj-63860	55	2	was	be	AUX
esrj-63860	55	3	,	,	PUNCT
esrj-63860	55	4	however	however	ADV
esrj-63860	55	5	,	,	PUNCT
esrj-63860	55	6	evident	evident	ADJ
esrj-63860	55	7	in	in	ADP
esrj-63860	55	8	literature	literature	NOUN
esrj-63860	55	9	that	that	PRON
esrj-63860	55	10	,	,	PUNCT
esrj-63860	55	11	the	the	DET
esrj-63860	55	12	statistical	statistical	ADJ
esrj-63860	55	13	test	test	NOUN
esrj-63860	55	14	called	call	VERB
esrj-63860	55	15	the	the	DET
esrj-63860	55	16	hold	hold	VERB
esrj-63860	55	17	-	-	PUNCT
esrj-63860	55	18	out	out	ADP
esrj-63860	55	19	cross	cross	NOUN
esrj-63860	55	20	-	-	ADJ
esrj-63860	55	21	validation	validation	NOUN
esrj-63860	55	22	has	have	AUX
esrj-63860	55	23	been	be	AUX
esrj-63860	55	24	the	the	DET
esrj-63860	55	25	most	most	ADV
esrj-63860	55	26	commonly	commonly	ADV
esrj-63860	55	27	used	use	VERB
esrj-63860	55	28	technique	technique	NOUN
esrj-63860	55	29	to	to	PART
esrj-63860	55	30	evaluate	evaluate	VERB
esrj-63860	55	31	coordinate	coordinate	NOUN
esrj-63860	55	32	transformation	transformation	NOUN
esrj-63860	55	33	models	model	NOUN
esrj-63860	55	34	performance	performance	NOUN
esrj-63860	55	35	.	.	PUNCT
esrj-63860	56	1	in	in	ADP
esrj-63860	56	2	this	this	DET
esrj-63860	56	3	hold	hold	VERB
esrj-63860	56	4	-	-	PUNCT
esrj-63860	56	5	out	out	ADP
esrj-63860	56	6	cross	cross	ADJ
esrj-63860	56	7	-	-	ADJ
esrj-63860	56	8	validation	validation	ADJ
esrj-63860	56	9	method	method	NOUN
esrj-63860	56	10	,	,	PUNCT
esrj-63860	56	11	it	it	PRON
esrj-63860	56	12	was	be	AUX
esrj-63860	56	13	noticed	notice	VERB
esrj-63860	56	14	that	that	SCONJ
esrj-63860	56	15	,	,	PUNCT
esrj-63860	56	16	most	most	ADJ
esrj-63860	56	17	authors	author	NOUN
esrj-63860	56	18	are	be	AUX
esrj-63860	56	19	primarily	primarily	ADV
esrj-63860	56	20	concerned	concerned	ADJ
esrj-63860	56	21	with	with	ADP
esrj-63860	56	22	randomly	randomly	ADV
esrj-63860	56	23	partitioning	partition	VERB
esrj-63860	56	24	the	the	DET
esrj-63860	56	25	available	available	ADJ
esrj-63860	56	26	data	datum	NOUN
esrj-63860	56	27	into	into	ADP
esrj-63860	56	28	two	two	NUM
esrj-63860	56	29	disjunct	disjunct	ADJ
esrj-63860	56	30	samples	sample	NOUN
esrj-63860	56	31	:	:	PUNCT
esrj-63860	56	32	a	a	DET
esrj-63860	56	33	training	training	NOUN
esrj-63860	56	34	set	set	NOUN
esrj-63860	56	35	and	and	CCONJ
esrj-63860	56	36	a	a	DET
esrj-63860	56	37	testing	testing	NOUN
esrj-63860	56	38	set	set	NOUN
esrj-63860	56	39	.	.	PUNCT
esrj-63860	57	1	here	here	ADV
esrj-63860	57	2	,	,	PUNCT
esrj-63860	57	3	the	the	DET
esrj-63860	57	4	training	training	NOUN
esrj-63860	57	5	set	set	NOUN
esrj-63860	57	6	is	be	AUX
esrj-63860	57	7	used	use	VERB
esrj-63860	57	8	to	to	PART
esrj-63860	57	9	determine	determine	VERB
esrj-63860	57	10	transformation	transformation	NOUN
esrj-63860	57	11	parameters	parameter	NOUN
esrj-63860	57	12	in	in	ADP
esrj-63860	57	13	the	the	DET
esrj-63860	57	14	case	case	NOUN
esrj-63860	57	15	of	of	ADP
esrj-63860	57	16	the	the	DET
esrj-63860	57	17	empirical	empirical	ADJ
esrj-63860	57	18	models	model	NOUN
esrj-63860	57	19	and	and	CCONJ
esrj-63860	57	20	for	for	ADP
esrj-63860	57	21	ann	ann	PROPN
esrj-63860	57	22	model	model	NOUN
esrj-63860	57	23	construction	construction	NOUN
esrj-63860	57	24	.	.	PUNCT
esrj-63860	58	1	the	the	DET
esrj-63860	58	2	testing	testing	NOUN
esrj-63860	58	3	data	datum	NOUN
esrj-63860	58	4	,	,	PUNCT
esrj-63860	58	5	on	on	ADP
esrj-63860	58	6	the	the	DET
esrj-63860	58	7	other	other	ADJ
esrj-63860	58	8	hand	hand	NOUN
esrj-63860	58	9	,	,	PUNCT
esrj-63860	58	10	is	be	AUX
esrj-63860	58	11	used	use	VERB
esrj-63860	58	12	to	to	PART
esrj-63860	58	13	measure	measure	VERB
esrj-63860	58	14	the	the	DET
esrj-63860	58	15	predictive	predictive	ADJ
esrj-63860	58	16	accuracy	accuracy	NOUN
esrj-63860	58	17	and	and	CCONJ
esrj-63860	58	18	stability	stability	NOUN
esrj-63860	58	19	of	of	ADP
esrj-63860	58	20	the	the	DET
esrj-63860	58	21	chosen	choose	VERB
esrj-63860	58	22	trained	train	VERB
esrj-63860	58	23	ann	ann	PROPN
esrj-63860	58	24	model	model	NOUN
esrj-63860	58	25	,	,	PUNCT
esrj-63860	58	26	and	and	CCONJ
esrj-63860	58	27	the	the	DET
esrj-63860	58	28	empirical	empirical	ADJ
esrj-63860	58	29	model	model	NOUN
esrj-63860	58	30	developed	develop	VERB
esrj-63860	58	31	with	with	ADP
esrj-63860	58	32	respect	respect	NOUN
esrj-63860	58	33	to	to	ADP
esrj-63860	58	34	the	the	DET
esrj-63860	58	35	transformation	transformation	NOUN
esrj-63860	58	36	parameters	parameter	NOUN
esrj-63860	58	37	computed	compute	VERB
esrj-63860	58	38	.	.	PUNCT
esrj-63860	59	1	however	however	ADV
esrj-63860	59	2	,	,	PUNCT
esrj-63860	59	3	many	many	ADJ
esrj-63860	59	4	studies	study	NOUN
esrj-63860	59	5	have	have	AUX
esrj-63860	59	6	reported	report	VERB
esrj-63860	59	7	some	some	DET
esrj-63860	59	8	significant	significant	ADJ
esrj-63860	59	9	limitations	limitation	NOUN
esrj-63860	59	10	for	for	ADP
esrj-63860	59	11	using	use	VERB
esrj-63860	59	12	the	the	DET
esrj-63860	59	13	hold	hold	VERB
esrj-63860	59	14	-	-	PUNCT
esrj-63860	59	15	out	out	ADP
esrj-63860	59	16	cross	cross	ADJ
esrj-63860	59	17	-	-	ADJ
esrj-63860	59	18	validation	validation	ADJ
esrj-63860	59	19	procedure	procedure	NOUN
esrj-63860	59	20	.	.	PUNCT
esrj-63860	60	1	one	one	NUM
esrj-63860	60	2	of	of	ADP
esrj-63860	60	3	the	the	DET
esrj-63860	60	4	main	main	ADJ
esrj-63860	60	5	issues	issue	NOUN
esrj-63860	60	6	is	be	AUX
esrj-63860	60	7	related	relate	VERB
esrj-63860	60	8	to	to	ADP
esrj-63860	60	9	how	how	SCONJ
esrj-63860	60	10	appropriate	appropriate	ADJ
esrj-63860	60	11	the	the	DET
esrj-63860	60	12	available	available	ADJ
esrj-63860	60	13	data	datum	NOUN
esrj-63860	60	14	set	set	VERB
esrj-63860	60	15	is	be	AUX
esrj-63860	60	16	divided	divide	VERB
esrj-63860	60	17	(	(	PUNCT
esrj-63860	60	18	reitermanová	reitermanová	ADV
esrj-63860	60	19	,	,	PUNCT
esrj-63860	60	20	2010	2010	NUM
esrj-63860	60	21	)	)	PUNCT
esrj-63860	60	22	.	.	PUNCT
esrj-63860	61	1	it	it	PRON
esrj-63860	61	2	has	have	AUX
esrj-63860	61	3	been	be	AUX
esrj-63860	61	4	indicated	indicate	VERB
esrj-63860	61	5	that	that	SCONJ
esrj-63860	61	6	partitioning	partition	VERB
esrj-63860	61	7	the	the	DET
esrj-63860	61	8	data	datum	NOUN
esrj-63860	61	9	into	into	ADP
esrj-63860	61	10	training	training	NOUN
esrj-63860	61	11	and	and	CCONJ
esrj-63860	61	12	testing	testing	NOUN
esrj-63860	61	13	sets	set	NOUN
esrj-63860	61	14	reduces	reduce	VERB
esrj-63860	61	15	the	the	DET
esrj-63860	61	16	number	number	NOUN
esrj-63860	61	17	of	of	ADP
esrj-63860	61	18	samples	sample	NOUN
esrj-63860	61	19	for	for	ADP
esrj-63860	61	20	calibrating	calibrate	VERB
esrj-63860	61	21	the	the	DET
esrj-63860	61	22	model	model	NOUN
esrj-63860	61	23	,	,	PUNCT
esrj-63860	61	24	and	and	CCONJ
esrj-63860	61	25	the	the	DET
esrj-63860	61	26	results	result	NOUN
esrj-63860	61	27	produced	produce	VERB
esrj-63860	61	28	is	be	AUX
esrj-63860	61	29	based	base	VERB
esrj-63860	61	30	on	on	ADP
esrj-63860	61	31	the	the	DET
esrj-63860	61	32	unsystematic	unsystematic	ADJ
esrj-63860	61	33	chosen	choose	VERB
esrj-63860	61	34	split	split	NOUN
esrj-63860	61	35	(	(	PUNCT
esrj-63860	61	36	train	train	NOUN
esrj-63860	61	37	,	,	PUNCT
esrj-63860	61	38	test	test	NOUN
esrj-63860	61	39	)	)	PUNCT
esrj-63860	61	40	sets	set	NOUN
esrj-63860	61	41	.	.	PUNCT
esrj-63860	62	1	moreover	moreover	ADV
esrj-63860	62	2	,	,	PUNCT
esrj-63860	62	3	improper	improper	ADJ
esrj-63860	62	4	data	data	NOUN
esrj-63860	62	5	separation	separation	NOUN
esrj-63860	62	6	could	could	AUX
esrj-63860	62	7	lead	lead	VERB
esrj-63860	62	8	to	to	ADP
esrj-63860	62	9	an	an	DET
esrj-63860	62	10	unreasonably	unreasonably	ADV
esrj-63860	62	11	high	high	ADJ
esrj-63860	62	12	inconsistency	inconsistency	NOUN
esrj-63860	62	13	of	of	ADP
esrj-63860	62	14	the	the	DET
esrj-63860	62	15	model	model	NOUN
esrj-63860	62	16	performance	performance	NOUN
esrj-63860	62	17	.	.	PUNCT
esrj-63860	63	1	by	by	ADP
esrj-63860	63	2	virtue	virtue	NOUN
esrj-63860	63	3	of	of	ADP
esrj-63860	63	4	this	this	PRON
esrj-63860	63	5	,	,	PUNCT
esrj-63860	63	6	any	any	DET
esrj-63860	63	7	bias	bias	NOUN
esrj-63860	63	8	resulting	result	VERB
esrj-63860	63	9	from	from	ADP
esrj-63860	63	10	the	the	DET
esrj-63860	63	11	improper	improper	ADJ
esrj-63860	63	12	split	split	NOUN
esrj-63860	63	13	of	of	ADP
esrj-63860	63	14	the	the	DET
esrj-63860	63	15	data	datum	NOUN
esrj-63860	63	16	set	set	VERB
esrj-63860	63	17	could	could	AUX
esrj-63860	63	18	have	have	VERB
esrj-63860	63	19	an	an	DET
esrj-63860	63	20	adverse	adverse	ADJ
esrj-63860	63	21	effect	effect	NOUN
esrj-63860	63	22	on	on	ADP
esrj-63860	63	23	the	the	DET
esrj-63860	63	24	model	model	NOUN
esrj-63860	63	25	performance	performance	NOUN
esrj-63860	63	26	(	(	PUNCT
esrj-63860	63	27	kohavi	kohavi	PROPN
esrj-63860	63	28	,	,	PUNCT
esrj-63860	63	29	1995	1995	NUM
esrj-63860	63	30	)	)	PUNCT
esrj-63860	63	31	.	.	PUNCT
esrj-63860	64	1	besides	besides	SCONJ
esrj-63860	64	2	,	,	PUNCT
esrj-63860	64	3	the	the	DET
esrj-63860	64	4	hold	hold	VERB
esrj-63860	64	5	-	-	PUNCT
esrj-63860	64	6	out	out	ADP
esrj-63860	64	7	cross	cross	ADJ
esrj-63860	64	8	-	-	ADJ
esrj-63860	64	9	validation	validation	ADJ
esrj-63860	64	10	method	method	NOUN
esrj-63860	64	11	heavily	heavily	ADV
esrj-63860	64	12	depends	depend	VERB
esrj-63860	64	13	on	on	ADP
esrj-63860	64	14	having	have	VERB
esrj-63860	64	15	large	large	ADJ
esrj-63860	64	16	datasets	dataset	NOUN
esrj-63860	64	17	making	make	VERB
esrj-63860	64	18	it	it	PRON
esrj-63860	64	19	unsuitable	unsuitable	ADJ
esrj-63860	64	20	to	to	PART
esrj-63860	64	21	be	be	AUX
esrj-63860	64	22	applied	apply	VERB
esrj-63860	64	23	in	in	ADP
esrj-63860	64	24	data	data	NOUN
esrj-63860	64	25	-	-	PUNCT
esrj-63860	64	26	insufficient	insufficient	ADJ
esrj-63860	64	27	situations	situation	NOUN
esrj-63860	64	28	(	(	PUNCT
esrj-63860	64	29	sparse	sparse	ADJ
esrj-63860	64	30	dataset	dataset	NOUN
esrj-63860	64	31	)	)	PUNCT
esrj-63860	64	32	.	.	PUNCT
esrj-63860	65	1	the	the	DET
esrj-63860	65	2	reason	reason	NOUN
esrj-63860	65	3	being	be	AUX
esrj-63860	65	4	that	that	SCONJ
esrj-63860	65	5	in	in	ADP
esrj-63860	65	6	sparse	sparse	ADJ
esrj-63860	65	7	dataset	dataset	NOUN
esrj-63860	65	8	,	,	PUNCT
esrj-63860	65	9	a	a	DET
esrj-63860	65	10	single	single	ADJ
esrj-63860	65	11	train	train	NOUN
esrj-63860	65	12	-	-	PUNCT
esrj-63860	65	13	and	and	CCONJ
esrj-63860	65	14	-	-	PUNCT
esrj-63860	65	15	test	test	NOUN
esrj-63860	65	16	experiment	experiment	NOUN
esrj-63860	65	17	performed	perform	VERB
esrj-63860	65	18	could	could	AUX
esrj-63860	65	19	yield	yield	VERB
esrj-63860	65	20	unstable	unstable	ADJ
esrj-63860	65	21	estimates	estimate	NOUN
esrj-63860	65	22	that	that	PRON
esrj-63860	65	23	do	do	AUX
esrj-63860	65	24	not	not	PART
esrj-63860	65	25	provide	provide	VERB
esrj-63860	65	26	enough	enough	ADJ
esrj-63860	65	27	convincing	convincing	ADJ
esrj-63860	65	28	evidence	evidence	NOUN
esrj-63860	65	29	of	of	ADP
esrj-63860	65	30	the	the	DET
esrj-63860	65	31	models	model	NOUN
esrj-63860	65	32	generalization	generalization	NOUN
esrj-63860	65	33	ability	ability	NOUN
esrj-63860	65	34	.	.	PUNCT
esrj-63860	66	1	this	this	PRON
esrj-63860	66	2	could	could	AUX
esrj-63860	66	3	be	be	AUX
esrj-63860	66	4	attributed	attribute	VERB
esrj-63860	66	5	to	to	ADP
esrj-63860	66	6	:	:	PUNCT
esrj-63860	66	7	(	(	PUNCT
esrj-63860	66	8	i	i	NOUN
esrj-63860	66	9	)	)	PUNCT
esrj-63860	66	10	the	the	DET
esrj-63860	66	11	inadequate	inadequate	ADJ
esrj-63860	66	12	amount	amount	NOUN
esrj-63860	66	13	of	of	ADP
esrj-63860	66	14	observational	observational	ADJ
esrj-63860	66	15	data	datum	NOUN
esrj-63860	66	16	available	available	ADJ
esrj-63860	66	17	;	;	PUNCT
esrj-63860	66	18	(	(	PUNCT
esrj-63860	66	19	ii	ii	NOUN
esrj-63860	66	20	)	)	PUNCT
esrj-63860	66	21	unsuitable	unsuitable	ADJ
esrj-63860	66	22	train	train	NOUN
esrj-63860	66	23	-	-	PUNCT
esrj-63860	66	24	test	test	NOUN
esrj-63860	66	25	split	split	NOUN
esrj-63860	66	26	selected	select	VERB
esrj-63860	66	27	;	;	PUNCT
esrj-63860	66	28	and	and	CCONJ
esrj-63860	66	29	(	(	PUNCT
esrj-63860	66	30	ii	ii	NOUN
esrj-63860	66	31	)	)	PUNCT
esrj-63860	66	32	high	high	ADJ
esrj-63860	66	33	variance	variance	NOUN
esrj-63860	66	34	of	of	ADP
esrj-63860	66	35	the	the	DET
esrj-63860	66	36	model	model	NOUN
esrj-63860	66	37	performance	performance	NOUN
esrj-63860	66	38	(	(	PUNCT
esrj-63860	66	39	bengio	bengio	NOUN
esrj-63860	66	40	and	and	CCONJ
esrj-63860	66	41	grandvalet	grandvalet	NOUN
esrj-63860	66	42	,	,	PUNCT
esrj-63860	66	43	2004	2004	NUM
esrj-63860	66	44	)	)	PUNCT
esrj-63860	66	45	.	.	PUNCT
esrj-63860	67	1	in	in	ADP
esrj-63860	67	2	continuance	continuance	NOUN
esrj-63860	67	3	of	of	ADP
esrj-63860	67	4	this	this	PRON
esrj-63860	67	5	,	,	PUNCT
esrj-63860	67	6	there	there	PRON
esrj-63860	67	7	is	be	VERB
esrj-63860	67	8	often	often	ADV
esrj-63860	67	9	not	not	PART
esrj-63860	67	10	enough	enough	ADJ
esrj-63860	67	11	data	datum	NOUN
esrj-63860	67	12	for	for	ADP
esrj-63860	67	13	holding	hold	VERB
esrj-63860	67	14	some	some	PRON
esrj-63860	67	15	of	of	ADP
esrj-63860	67	16	it	it	PRON
esrj-63860	67	17	for	for	ADP
esrj-63860	67	18	testing	test	VERB
esrj-63860	67	19	purposes	purpose	NOUN
esrj-63860	67	20	in	in	ADP
esrj-63860	67	21	sparse	sparse	ADJ
esrj-63860	67	22	data	datum	NOUN
esrj-63860	67	23	situation	situation	NOUN
esrj-63860	67	24	.	.	PUNCT
esrj-63860	68	1	to	to	PART
esrj-63860	68	2	combat	combat	VERB
esrj-63860	68	3	these	these	DET
esrj-63860	68	4	defects	defect	NOUN
esrj-63860	68	5	,	,	PUNCT
esrj-63860	68	6	the	the	DET
esrj-63860	68	7	use	use	NOUN
esrj-63860	68	8	of	of	ADP
esrj-63860	68	9	k	k	ADJ
esrj-63860	68	10	-	-	ADJ
esrj-63860	68	11	fold	fold	ADJ
esrj-63860	68	12	cross	cross	NOUN
esrj-63860	68	13	-	-	NOUN
esrj-63860	68	14	validation	validation	ADJ
esrj-63860	68	15	(	(	PUNCT
esrj-63860	68	16	kcv	kcv	NOUN
esrj-63860	68	17	)	)	PUNCT
esrj-63860	68	18	technique	technique	NOUN
esrj-63860	68	19	has	have	AUX
esrj-63860	68	20	been	be	AUX
esrj-63860	68	21	recommended	recommend	VERB
esrj-63860	68	22	(	(	PUNCT
esrj-63860	68	23	burman	burman	NOUN
esrj-63860	68	24	,	,	PUNCT
esrj-63860	68	25	1989	1989	NUM
esrj-63860	68	26	;	;	PUNCT
esrj-63860	68	27	reitermanová	reitermanová	ADJ
esrj-63860	68	28	,	,	PUNCT
esrj-63860	68	29	2010	2010	NUM
esrj-63860	68	30	;	;	PUNCT
esrj-63860	68	31	kohavi	kohavi	NOUN
esrj-63860	68	32	,	,	PUNCT
esrj-63860	68	33	1995	1995	NUM
esrj-63860	68	34	)	)	PUNCT
esrj-63860	68	35	.	.	PUNCT
esrj-63860	69	1	it	it	PRON
esrj-63860	69	2	is	be	AUX
esrj-63860	69	3	for	for	ADP
esrj-63860	69	4	these	these	DET
esrj-63860	69	5	reasons	reason	NOUN
esrj-63860	69	6	that	that	PRON
esrj-63860	69	7	this	this	DET
esrj-63860	69	8	study	study	NOUN
esrj-63860	69	9	applied	apply	VERB
esrj-63860	69	10	for	for	ADP
esrj-63860	69	11	the	the	DET
esrj-63860	69	12	first	first	ADJ
esrj-63860	69	13	time	time	NOUN
esrj-63860	69	14	,	,	PUNCT
esrj-63860	69	15	the	the	DET
esrj-63860	69	16	kcv	kcv	NOUN
esrj-63860	69	17	technique	technique	NOUN
esrj-63860	69	18	to	to	PART
esrj-63860	69	19	evaluate	evaluate	VERB
esrj-63860	69	20	the	the	DET
esrj-63860	69	21	coordinate	coordinate	NOUN
esrj-63860	69	22	transformation	transformation	NOUN
esrj-63860	69	23	performance	performance	NOUN
esrj-63860	69	24	of	of	ADP
esrj-63860	69	25	the	the	DET
esrj-63860	69	26	widely	widely	ADV
esrj-63860	69	27	used	use	VERB
esrj-63860	69	28	ann	ann	PROPN
esrj-63860	69	29	(	(	PUNCT
esrj-63860	69	30	radial	radial	ADJ
esrj-63860	69	31	basis	basis	NOUN
esrj-63860	69	32	function	function	NOUN
esrj-63860	69	33	neural	neural	ADJ
esrj-63860	69	34	network	network	NOUN
esrj-63860	69	35	)	)	PUNCT
esrj-63860	69	36	as	as	ADV
esrj-63860	69	37	well	well	ADV
esrj-63860	69	38	as	as	ADP
esrj-63860	69	39	the	the	DET
esrj-63860	69	40	similarity	similarity	NOUN
esrj-63860	69	41	model	model	NOUN
esrj-63860	69	42	(	(	PUNCT
esrj-63860	69	43	bursa	bursa	NOUN
esrj-63860	69	44	-	-	PUNCT
esrj-63860	69	45	wolf	wolf	NOUN
esrj-63860	69	46	)	)	PUNCT
esrj-63860	69	47	.	.	PUNCT
esrj-63860	70	1	the	the	DET
esrj-63860	70	2	present	present	ADJ
esrj-63860	70	3	authors	author	NOUN
esrj-63860	70	4	were	be	AUX
esrj-63860	70	5	also	also	ADV
esrj-63860	70	6	motivated	motivated	ADJ
esrj-63860	70	7	to	to	PART
esrj-63860	70	8	apply	apply	VERB
esrj-63860	70	9	the	the	DET
esrj-63860	70	10	kcv	kcv	NOUN
esrj-63860	70	11	approach	approach	NOUN
esrj-63860	70	12	on	on	ADP
esrj-63860	70	13	ghana	ghana	PROPN
esrj-63860	70	14	geodetic	geodetic	ADJ
esrj-63860	70	15	reference	reference	NOUN
esrj-63860	70	16	network	network	NOUN
esrj-63860	70	17	data	datum	NOUN
esrj-63860	70	18	for	for	ADP
esrj-63860	70	19	several	several	ADJ
esrj-63860	70	20	reasons	reason	NOUN
esrj-63860	70	21	.	.	PUNCT
esrj-63860	71	1	first	first	ADV
esrj-63860	71	2	,	,	PUNCT
esrj-63860	71	3	the	the	DET
esrj-63860	71	4	ann	ann	PROPN
esrj-63860	71	5	approach	approach	NOUN
esrj-63860	71	6	has	have	AUX
esrj-63860	71	7	only	only	ADV
esrj-63860	71	8	been	be	AUX
esrj-63860	71	9	tested	test	VERB
esrj-63860	71	10	for	for	ADP
esrj-63860	71	11	transforming	transform	VERB
esrj-63860	71	12	coordinates	coordinate	NOUN
esrj-63860	71	13	between	between	ADP
esrj-63860	71	14	two	two	NUM
esrj-63860	71	15	local	local	ADJ
esrj-63860	71	16	geodetic	geodetic	ADJ
esrj-63860	71	17	data	datum	NOUN
esrj-63860	71	18	,	,	PUNCT
esrj-63860	71	19	namely	namely	ADV
esrj-63860	71	20	accra	accra	NOUN
esrj-63860	71	21	and	and	CCONJ
esrj-63860	71	22	leigon	leigon	VERB
esrj-63860	71	23	data	datum	NOUN
esrj-63860	71	24	in	in	ADP
esrj-63860	71	25	ghana	ghana	PROPN
esrj-63860	71	26	.	.	PUNCT
esrj-63860	72	1	this	this	PRON
esrj-63860	72	2	can	can	AUX
esrj-63860	72	3	be	be	AUX
esrj-63860	72	4	found	find	VERB
esrj-63860	72	5	in	in	ADP
esrj-63860	72	6	ziggah	ziggah	PROPN
esrj-63860	72	7	et	et	PROPN
esrj-63860	72	8	al	al	PROPN
esrj-63860	72	9	.	.	PROPN
esrj-63860	73	1	(	(	PUNCT
esrj-63860	73	2	2016	2016	NUM
esrj-63860	73	3	)	)	PUNCT
esrj-63860	73	4	.	.	PUNCT
esrj-63860	74	1	in	in	ADP
esrj-63860	74	2	their	their	PRON
esrj-63860	74	3	study	study	NOUN
esrj-63860	74	4	,	,	PUNCT
esrj-63860	74	5	only	only	ADV
esrj-63860	74	6	27	27	NUM
esrj-63860	74	7	local	local	ADJ
esrj-63860	74	8	common	common	ADJ
esrj-63860	74	9	points	point	NOUN
esrj-63860	74	10	were	be	AUX
esrj-63860	74	11	available	available	ADJ
esrj-63860	74	12	.	.	PUNCT
esrj-63860	75	1	although	although	SCONJ
esrj-63860	75	2	the	the	DET
esrj-63860	75	3	data	data	NOUN
esrj-63860	75	4	is	be	AUX
esrj-63860	75	5	quite	quite	ADV
esrj-63860	75	6	small	small	ADJ
esrj-63860	75	7	,	,	PUNCT
esrj-63860	75	8	the	the	DET
esrj-63860	75	9	hold	hold	VERB
esrj-63860	75	10	-	-	PUNCT
esrj-63860	75	11	out	out	ADP
esrj-63860	75	12	cross	cross	ADJ
esrj-63860	75	13	-	-	ADJ
esrj-63860	75	14	validation	validation	ADJ
esrj-63860	75	15	procedure	procedure	NOUN
esrj-63860	75	16	was	be	AUX
esrj-63860	75	17	implemented	implement	VERB
esrj-63860	75	18	where	where	SCONJ
esrj-63860	75	19	20	20	NUM
esrj-63860	75	20	co	co	ADJ
esrj-63860	75	21	-	-	ADJ
esrj-63860	75	22	located	locate	VERB
esrj-63860	75	23	points	point	NOUN
esrj-63860	75	24	were	be	AUX
esrj-63860	75	25	used	use	VERB
esrj-63860	75	26	to	to	PART
esrj-63860	75	27	form	form	VERB
esrj-63860	75	28	the	the	DET
esrj-63860	75	29	model	model	NOUN
esrj-63860	75	30	and	and	CCONJ
esrj-63860	75	31	7	7	NUM
esrj-63860	75	32	evenly	evenly	ADV
esrj-63860	75	33	distributed	distribute	VERB
esrj-63860	75	34	points	point	NOUN
esrj-63860	75	35	were	be	AUX
esrj-63860	75	36	used	use	VERB
esrj-63860	75	37	to	to	PART
esrj-63860	75	38	test	test	VERB
esrj-63860	75	39	the	the	DET
esrj-63860	75	40	model	model	NOUN
esrj-63860	75	41	.	.	PUNCT
esrj-63860	76	1	in	in	ADP
esrj-63860	76	2	addition	addition	NOUN
esrj-63860	76	3	,	,	PUNCT
esrj-63860	76	4	ziggah	ziggah	PROPN
esrj-63860	76	5	et	et	PROPN
esrj-63860	76	6	al	al	PROPN
esrj-63860	76	7	.	.	PROPN
esrj-63860	76	8	(	(	PUNCT
esrj-63860	76	9	2017a	2017a	NUM
esrj-63860	76	10	)	)	PUNCT
esrj-63860	76	11	developed	develop	VERB
esrj-63860	76	12	an	an	DET
esrj-63860	76	13	error	error	NOUN
esrj-63860	76	14	compensation	compensation	NOUN
esrj-63860	76	15	model	model	NOUN
esrj-63860	76	16	based	base	VERB
esrj-63860	76	17	on	on	ADP
esrj-63860	76	18	ann	ann	PROPN
esrj-63860	76	19	capable	capable	ADJ
esrj-63860	76	20	of	of	ADP
esrj-63860	76	21	improving	improve	VERB
esrj-63860	76	22	the	the	DET
esrj-63860	76	23	performance	performance	NOUN
esrj-63860	76	24	of	of	ADP
esrj-63860	76	25	the	the	DET
esrj-63860	76	26	geocentric	geocentric	ADJ
esrj-63860	76	27	translation	translation	NOUN
esrj-63860	76	28	model	model	NOUN
esrj-63860	76	29	.	.	PUNCT
esrj-63860	77	1	here	here	ADV
esrj-63860	77	2	,	,	PUNCT
esrj-63860	77	3	19	19	NUM
esrj-63860	77	4	co	co	ADJ
esrj-63860	77	5	-	-	ADJ
esrj-63860	77	6	located	locate	VERB
esrj-63860	77	7	points	point	NOUN
esrj-63860	77	8	were	be	AUX
esrj-63860	77	9	divided	divide	VERB
esrj-63860	77	10	into	into	ADP
esrj-63860	77	11	11	11	NUM
esrj-63860	77	12	training	training	NOUN
esrj-63860	77	13	points	point	NOUN
esrj-63860	77	14	and	and	CCONJ
esrj-63860	77	15	8	8	NUM
esrj-63860	77	16	testing	testing	NOUN
esrj-63860	77	17	points	point	NOUN
esrj-63860	77	18	,	,	PUNCT
esrj-63860	77	19	respectively	respectively	ADV
esrj-63860	77	20	.	.	PUNCT
esrj-63860	78	1	due	due	ADP
esrj-63860	78	2	to	to	ADP
esrj-63860	78	3	data	datum	NOUN
esrj-63860	78	4	limitation	limitation	NOUN
esrj-63860	78	5	,	,	PUNCT
esrj-63860	78	6	it	it	PRON
esrj-63860	78	7	is	be	AUX
esrj-63860	78	8	suggested	suggest	VERB
esrj-63860	78	9	by	by	ADP
esrj-63860	78	10	the	the	DET
esrj-63860	78	11	present	present	ADJ
esrj-63860	78	12	authors	author	NOUN
esrj-63860	78	13	that	that	PRON
esrj-63860	78	14	the	the	DET
esrj-63860	78	15	kcv	kcv	NOUN
esrj-63860	78	16	technique	technique	NOUN
esrj-63860	78	17	may	may	AUX
esrj-63860	78	18	have	have	AUX
esrj-63860	78	19	been	be	AUX
esrj-63860	78	20	more	more	ADV
esrj-63860	78	21	appropriate	appropriate	ADJ
esrj-63860	78	22	to	to	PART
esrj-63860	78	23	represent	represent	VERB
esrj-63860	78	24	the	the	DET
esrj-63860	78	25	true	true	ADJ
esrj-63860	78	26	reflection	reflection	NOUN
esrj-63860	78	27	of	of	ADP
esrj-63860	78	28	the	the	DET
esrj-63860	78	29	ann	ann	PROPN
esrj-63860	78	30	performance	performance	NOUN
esrj-63860	78	31	.	.	PUNCT
esrj-63860	79	1	it	it	PRON
esrj-63860	79	2	is	be	AUX
esrj-63860	79	3	important	important	ADJ
esrj-63860	79	4	to	to	PART
esrj-63860	79	5	note	note	VERB
esrj-63860	79	6	that	that	SCONJ
esrj-63860	79	7	no	no	DET
esrj-63860	79	8	such	such	ADJ
esrj-63860	79	9	kind	kind	NOUN
esrj-63860	79	10	of	of	ADP
esrj-63860	79	11	study	study	NOUN
esrj-63860	79	12	has	have	AUX
esrj-63860	79	13	also	also	ADV
esrj-63860	79	14	been	be	AUX
esrj-63860	79	15	carried	carry	VERB
esrj-63860	79	16	out	out	ADP
esrj-63860	79	17	in	in	ADP
esrj-63860	79	18	ghana	ghana	PROPN
esrj-63860	79	19	using	use	VERB
esrj-63860	79	20	the	the	DET
esrj-63860	79	21	ann	ann	PROPN
esrj-63860	79	22	approach	approach	NOUN
esrj-63860	79	23	to	to	PART
esrj-63860	79	24	directly	directly	ADV
esrj-63860	79	25	transform	transform	VERB
esrj-63860	79	26	coordinates	coordinate	NOUN
esrj-63860	79	27	between	between	ADP
esrj-63860	79	28	the	the	DET
esrj-63860	79	29	global	global	ADJ
esrj-63860	79	30	datum	datum	PROPN
esrj-63860	79	31	and	and	CCONJ
esrj-63860	79	32	ghana	ghana	PROPN
esrj-63860	79	33	’s	’s	PART
esrj-63860	79	34	local	local	ADJ
esrj-63860	79	35	geodetic	geodetic	ADJ
esrj-63860	79	36	datum	datum	NOUN
esrj-63860	79	37	.	.	PUNCT
esrj-63860	80	1	in	in	ADP
esrj-63860	80	2	continuance	continuance	NOUN
esrj-63860	80	3	of	of	ADP
esrj-63860	80	4	that	that	PRON
esrj-63860	80	5	,	,	PUNCT
esrj-63860	80	6	the	the	DET
esrj-63860	80	7	widely	widely	ADV
esrj-63860	80	8	adopted	adopt	VERB
esrj-63860	80	9	gnss	gnss	NOUN
esrj-63860	80	10	for	for	ADP
esrj-63860	80	11	geodetic	geodetic	ADJ
esrj-63860	80	12	purposes	purpose	NOUN
esrj-63860	80	13	has	have	AUX
esrj-63860	80	14	necessitated	necessitate	VERB
esrj-63860	80	15	the	the	DET
esrj-63860	80	16	transformation	transformation	NOUN
esrj-63860	80	17	of	of	ADP
esrj-63860	80	18	its	its	PRON
esrj-63860	80	19	data	datum	NOUN
esrj-63860	80	20	to	to	ADP
esrj-63860	80	21	the	the	DET
esrj-63860	80	22	local	local	ADJ
esrj-63860	80	23	datum	datum	NOUN
esrj-63860	80	24	to	to	PART
esrj-63860	80	25	make	make	VERB
esrj-63860	80	26	it	it	PRON
esrj-63860	80	27	applicable	applicable	ADJ
esrj-63860	80	28	.	.	PUNCT
esrj-63860	81	1	in	in	ADP
esrj-63860	81	2	line	line	NOUN
esrj-63860	81	3	with	with	ADP
esrj-63860	81	4	that	that	PRON
esrj-63860	81	5	,	,	PUNCT
esrj-63860	81	6	the	the	DET
esrj-63860	81	7	present	present	ADJ
esrj-63860	81	8	study	study	NOUN
esrj-63860	81	9	applied	apply	VERB
esrj-63860	81	10	the	the	DET
esrj-63860	81	11	ann	ann	PROPN
esrj-63860	81	12	approach	approach	NOUN
esrj-63860	81	13	which	which	DET
esrj-63860	81	14	usage	usage	NOUN
esrj-63860	81	15	in	in	ADP
esrj-63860	81	16	ghana	ghana	PROPN
esrj-63860	81	17	for	for	ADP
esrj-63860	81	18	global	global	ADJ
esrj-63860	81	19	to	to	ADP
esrj-63860	81	20	local	local	ADJ
esrj-63860	81	21	datum	datum	NOUN
esrj-63860	81	22	transformation	transformation	NOUN
esrj-63860	81	23	has	have	AUX
esrj-63860	81	24	been	be	AUX
esrj-63860	81	25	hampered	hamper	VERB
esrj-63860	81	26	due	due	ADJ
esrj-63860	81	27	to	to	ADP
esrj-63860	81	28	limited	limited	ADJ
esrj-63860	81	29	data	datum	NOUN
esrj-63860	81	30	availability	availability	NOUN
esrj-63860	81	31	.	.	PUNCT
esrj-63860	82	1	in	in	ADP
esrj-63860	82	2	addition	addition	NOUN
esrj-63860	82	3	,	,	PUNCT
esrj-63860	82	4	the	the	DET
esrj-63860	82	5	similarity	similarity	NOUN
esrj-63860	82	6	,	,	PUNCT
esrj-63860	82	7	affine	affine	NOUN
esrj-63860	82	8	and	and	CCONJ
esrj-63860	82	9	projective	projective	ADJ
esrj-63860	82	10	transformation	transformation	NOUN
esrj-63860	82	11	models	model	NOUN
esrj-63860	82	12	(	(	PUNCT
esrj-63860	82	13	ayer	ayer	NOUN
esrj-63860	82	14	,	,	PUNCT
esrj-63860	82	15	2008	2008	NUM
esrj-63860	82	16	;	;	PUNCT
esrj-63860	82	17	ayer	ayer	NOUN
esrj-63860	82	18	and	and	CCONJ
esrj-63860	82	19	fosu	fosu	PROPN
esrj-63860	82	20	,	,	PUNCT
esrj-63860	82	21	2008	2008	NUM
esrj-63860	82	22	;	;	PUNCT
esrj-63860	82	23	dzidefo	dzidefo	PROPN
esrj-63860	82	24	,	,	PUNCT
esrj-63860	82	25	2011	2011	NUM
esrj-63860	82	26	;	;	PUNCT
esrj-63860	82	27	ziggah	ziggah	PROPN
esrj-63860	82	28	et	et	PROPN
esrj-63860	82	29	al	al	PROPN
esrj-63860	82	30	.	.	PROPN
esrj-63860	82	31	,	,	PUNCT
esrj-63860	82	32	2013a	2013a	NUM
esrj-63860	82	33	,	,	PUNCT
esrj-63860	82	34	b	b	NOUN
esrj-63860	82	35	;	;	PUNCT
esrj-63860	82	36	kumi	kumi	PROPN
esrj-63860	82	37	-	-	PUNCT
esrj-63860	82	38	boateng	boateng	PROPN
esrj-63860	82	39	and	and	CCONJ
esrj-63860	82	40	ziggah	ziggah	NOUN
esrj-63860	82	41	,	,	PUNCT
esrj-63860	82	42	2016	2016	NUM
esrj-63860	82	43	;	;	PUNCT
esrj-63860	82	44	anann	anann	PROPN
esrj-63860	82	45	et	et	PROPN
esrj-63860	82	46	al	al	PROPN
esrj-63860	82	47	.	.	PROPN
esrj-63860	82	48	,	,	PUNCT
esrj-63860	82	49	2016	2016	NUM
esrj-63860	82	50	;	;	PUNCT
esrj-63860	82	51	laari	laari	PROPN
esrj-63860	82	52	et	et	PROPN
esrj-63860	82	53	al	al	PROPN
esrj-63860	82	54	.	.	PROPN
esrj-63860	82	55	,	,	PUNCT
esrj-63860	82	56	2016	2016	NUM
esrj-63860	82	57	;	;	PUNCT
esrj-63860	82	58	ziggah	ziggah	PROPN
esrj-63860	82	59	et	et	PROPN
esrj-63860	82	60	al	al	PROPN
esrj-63860	82	61	.	.	PROPN
esrj-63860	82	62	,	,	PUNCT
esrj-63860	82	63	2017b	2017b	NUM
esrj-63860	82	64	)	)	PUNCT
esrj-63860	82	65	which	which	PRON
esrj-63860	82	66	have	have	AUX
esrj-63860	82	67	been	be	AUX
esrj-63860	82	68	utilised	utilise	VERB
esrj-63860	82	69	in	in	ADP
esrj-63860	82	70	ghana	ghana	PROPN
esrj-63860	82	71	’s	’s	PART
esrj-63860	82	72	geodetic	geodetic	ADJ
esrj-63860	82	73	reference	reference	NOUN
esrj-63860	82	74	network	network	NOUN
esrj-63860	82	75	could	could	AUX
esrj-63860	82	76	be	be	AUX
esrj-63860	82	77	compared	compare	VERB
esrj-63860	82	78	with	with	ADP
esrj-63860	82	79	the	the	DET
esrj-63860	82	80	ann	ann	PROPN
esrj-63860	82	81	via	via	ADP
esrj-63860	82	82	kcv	kcv	PROPN
esrj-63860	82	83	approach	approach	NOUN
esrj-63860	82	84	.	.	PUNCT
esrj-63860	83	1	the	the	DET
esrj-63860	83	2	study	study	NOUN
esrj-63860	83	3	will	will	AUX
esrj-63860	83	4	further	far	ADV
esrj-63860	83	5	serve	serve	VERB
esrj-63860	83	6	as	as	ADP
esrj-63860	83	7	the	the	DET
esrj-63860	83	8	foundation	foundation	NOUN
esrj-63860	83	9	for	for	ADP
esrj-63860	83	10	exploiting	exploit	VERB
esrj-63860	83	11	kcv	kcv	NOUN
esrj-63860	83	12	as	as	ADP
esrj-63860	83	13	an	an	DET
esrj-63860	83	14	alternate	alternate	ADJ
esrj-63860	83	15	way	way	NOUN
esrj-63860	83	16	of	of	ADP
esrj-63860	83	17	assessing	assess	VERB
esrj-63860	83	18	transformation	transformation	NOUN
esrj-63860	83	19	models	model	NOUN
esrj-63860	83	20	performance	performance	NOUN
esrj-63860	83	21	in	in	ADP
esrj-63860	83	22	ghana	ghana	PROPN
esrj-63860	83	23	geodetic	geodetic	ADJ
esrj-63860	83	24	reference	reference	NOUN
esrj-63860	83	25	network	network	NOUN
esrj-63860	83	26	.	.	PUNCT
esrj-63860	84	1	study	study	NOUN
esrj-63860	84	2	area	area	NOUN
esrj-63860	84	3	and	and	CCONJ
esrj-63860	84	4	data	datum	NOUN
esrj-63860	84	5	this	this	DET
esrj-63860	84	6	study	study	NOUN
esrj-63860	84	7	was	be	AUX
esrj-63860	84	8	carried	carry	VERB
esrj-63860	84	9	out	out	ADP
esrj-63860	84	10	in	in	ADP
esrj-63860	84	11	ghana	ghana	PROPN
esrj-63860	84	12	,	,	PUNCT
esrj-63860	84	13	located	locate	VERB
esrj-63860	84	14	in	in	ADP
esrj-63860	84	15	the	the	DET
esrj-63860	84	16	western	western	ADJ
esrj-63860	84	17	part	part	NOUN
esrj-63860	84	18	of	of	ADP
esrj-63860	84	19	africa	africa	PROPN
esrj-63860	84	20	(	(	PUNCT
esrj-63860	84	21	fig	fig	NOUN
esrj-63860	84	22	.	.	PUNCT
esrj-63860	85	1	1	1	NUM
esrj-63860	85	2	)	)	PUNCT
esrj-63860	85	3	.	.	PUNCT
esrj-63860	86	1	it	it	PRON
esrj-63860	86	2	lies	lie	VERB
esrj-63860	86	3	between	between	ADP
esrj-63860	86	4	latitudes	latitude	NOUN
esrj-63860	86	5	4	4	NUM
esrj-63860	86	6	°	°	NOUN
esrj-63860	86	7	30′	30′	NUM
esrj-63860	86	8	n	n	NOUN
esrj-63860	86	9	and	and	CCONJ
esrj-63860	86	10	11o	11o	NOUN
esrj-63860	86	11	n	n	CCONJ
esrj-63860	86	12	,	,	PUNCT
esrj-63860	86	13	and	and	CCONJ
esrj-63860	86	14	between	between	ADP
esrj-63860	86	15	longitudes	longitude	NOUN
esrj-63860	86	16	3o	3o	NUM
esrj-63860	86	17	w	w	NOUN
esrj-63860	86	18	and	and	CCONJ
esrj-63860	86	19	10	10	NUM
esrj-63860	86	20	e.	e.	PROPN
esrj-63860	87	1	it	it	PRON
esrj-63860	87	2	has	have	VERB
esrj-63860	87	3	a	a	DET
esrj-63860	87	4	land	land	NOUN
esrj-63860	87	5	area	area	NOUN
esrj-63860	87	6	of	of	ADP
esrj-63860	87	7	238	238	NUM
esrj-63860	87	8	,	,	PUNCT
esrj-63860	87	9	540	540	NUM
esrj-63860	87	10	km2	km2	NOUN
esrj-63860	87	11	(	(	PUNCT
esrj-63860	87	12	fosu	fosu	NOUN
esrj-63860	87	13	et	et	NOUN
esrj-63860	87	14	al	al	PROPN
esrj-63860	87	15	.	.	PROPN
esrj-63860	87	16	,	,	PUNCT
esrj-63860	87	17	2006	2006	NUM
esrj-63860	87	18	)	)	PUNCT
esrj-63860	87	19	with	with	ADP
esrj-63860	87	20	the	the	DET
esrj-63860	87	21	highest	high	ADJ
esrj-63860	87	22	elevation	elevation	NOUN
esrj-63860	87	23	range	range	VERB
esrj-63860	87	24	not	not	PART
esrj-63860	87	25	exceeding	exceed	VERB
esrj-63860	87	26	880	880	NUM
esrj-63860	87	27	m	m	NOUN
esrj-63860	87	28	above	above	ADP
esrj-63860	87	29	mean	mean	VERB
esrj-63860	87	30	sea	sea	NOUN
esrj-63860	87	31	level	level	NOUN
esrj-63860	87	32	located	locate	VERB
esrj-63860	87	33	at	at	ADP
esrj-63860	87	34	mountain	mountain	NOUN
esrj-63860	87	35	afadjato	afadjato	NOUN
esrj-63860	87	36	in	in	ADP
esrj-63860	87	37	the	the	DET
esrj-63860	87	38	volta	volta	NOUN
esrj-63860	87	39	region	region	NOUN
esrj-63860	87	40	(	(	PUNCT
esrj-63860	87	41	berry	berry	NOUN
esrj-63860	87	42	,	,	PUNCT
esrj-63860	87	43	1995	1995	NUM
esrj-63860	87	44	)	)	PUNCT
esrj-63860	87	45	.	.	PUNCT
esrj-63860	88	1	the	the	DET
esrj-63860	88	2	land	land	NOUN
esrj-63860	88	3	has	have	VERB
esrj-63860	88	4	general	general	ADJ
esrj-63860	88	5	characteristics	characteristic	NOUN
esrj-63860	88	6	of	of	ADP
esrj-63860	88	7	low	low	ADJ
esrj-63860	88	8	grassland	grassland	NOUN
esrj-63860	88	9	and	and	CCONJ
esrj-63860	88	10	savanna	savanna	NOUN
esrj-63860	88	11	with	with	ADP
esrj-63860	88	12	a	a	DET
esrj-63860	88	13	divided	divide	VERB
esrj-63860	88	14	plateau	plateau	NOUN
esrj-63860	88	15	at	at	ADP
esrj-63860	88	16	the	the	DET
esrj-63860	88	17	south	south	ADJ
esrj-63860	88	18	-	-	PUNCT
esrj-63860	88	19	central	central	ADJ
esrj-63860	88	20	part	part	NOUN
esrj-63860	88	21	of	of	ADP
esrj-63860	88	22	the	the	DET
esrj-63860	88	23	country	country	NOUN
esrj-63860	88	24	(	(	PUNCT
esrj-63860	88	25	baabereyir	baabereyir	NOUN
esrj-63860	88	26	,	,	PUNCT
esrj-63860	88	27	2009	2009	NUM
esrj-63860	88	28	)	)	PUNCT
esrj-63860	88	29	.	.	PUNCT
esrj-63860	89	1	ghana	ghana	PROPN
esrj-63860	89	2	shares	share	VERB
esrj-63860	89	3	border	border	NOUN
esrj-63860	89	4	with	with	ADP
esrj-63860	89	5	ivory	ivory	PROPN
esrj-63860	89	6	coast	coast	PROPN
esrj-63860	89	7	to	to	ADP
esrj-63860	89	8	the	the	DET
esrj-63860	89	9	west	west	NOUN
esrj-63860	89	10	,	,	PUNCT
esrj-63860	89	11	togo	togo	PROPN
esrj-63860	89	12	to	to	ADP
esrj-63860	89	13	the	the	DET
esrj-63860	89	14	east	east	NOUN
esrj-63860	89	15	,	,	PUNCT
esrj-63860	89	16	burkina	burkina	PROPN
esrj-63860	89	17	faso	faso	PROPN
esrj-63860	89	18	to	to	ADP
esrj-63860	89	19	the	the	DET
esrj-63860	89	20	north	north	NOUN
esrj-63860	89	21	and	and	CCONJ
esrj-63860	89	22	gulf	gulf	PROPN
esrj-63860	89	23	of	of	ADP
esrj-63860	89	24	guinea	guinea	NOUN
esrj-63860	89	25	to	to	ADP
esrj-63860	89	26	the	the	DET
esrj-63860	89	27	south	south	NOUN
esrj-63860	89	28	.	.	PUNCT
esrj-63860	90	1	the	the	DET
esrj-63860	90	2	local	local	ADJ
esrj-63860	90	3	ellipsoid	ellipsoid	NOUN
esrj-63860	90	4	used	use	VERB
esrj-63860	90	5	in	in	ADP
esrj-63860	90	6	ghana	ghana	PROPN
esrj-63860	90	7	for	for	ADP
esrj-63860	90	8	its	its	PRON
esrj-63860	90	9	mapping	mapping	NOUN
esrj-63860	90	10	and	and	CCONJ
esrj-63860	90	11	surveying	survey	VERB
esrj-63860	90	12	undertakings	undertaking	NOUN
esrj-63860	90	13	is	be	AUX
esrj-63860	90	14	the	the	DET
esrj-63860	90	15	war	war	NOUN
esrj-63860	90	16	office	office	PROPN
esrj-63860	90	17	1926	1926	NUM
esrj-63860	90	18	suggested	suggest	VERB
esrj-63860	90	19	by	by	ADP
esrj-63860	90	20	the	the	DET
esrj-63860	90	21	british	british	PROPN
esrj-63860	90	22	war	war	PROPN
esrj-63860	90	23	office	office	PROPN
esrj-63860	90	24	.	.	PUNCT
esrj-63860	91	1	the	the	DET
esrj-63860	91	2	war	war	PROPN
esrj-63860	91	3	office	office	PROPN
esrj-63860	91	4	1926	1926	NUM
esrj-63860	91	5	ellipsoid	ellipsoid	PROPN
esrj-63860	91	6	has	have	VERB
esrj-63860	91	7	a	a	DET
esrj-63860	91	8	semi	semi	ADJ
esrj-63860	91	9	-	-	ADJ
esrj-63860	91	10	major	major	ADJ
esrj-63860	91	11	axis	axis	NOUN
esrj-63860	91	12	a	a	DET
esrj-63860	91	13	=	=	SYM
esrj-63860	91	14	6378299.99899832	6378299.99899832	NUM
esrj-63860	91	15	m	m	NOUN
esrj-63860	91	16	,	,	PUNCT
esrj-63860	91	17	semi	semi	ADJ
esrj-63860	91	18	-	-	ADJ
esrj-63860	91	19	minor	minor	ADJ
esrj-63860	91	20	axis	axis	NOUN
esrj-63860	91	21	b	b	PROPN
esrj-63860	91	22	=	=	SYM
esrj-63860	91	23	6356751.68824042	6356751.68824042	NUM
esrj-63860	91	24	m	m	NOUN
esrj-63860	91	25	,	,	PUNCT
esrj-63860	91	26	and	and	CCONJ
esrj-63860	91	27	flattening	flatten	VERB
esrj-63860	91	28	f	f	PROPN
esrj-63860	91	29	=	=	SYM
esrj-63860	91	30	1/296	1/296	NUM
esrj-63860	91	31	(	(	PUNCT
esrj-63860	91	32	ayer	ayer	NOUN
esrj-63860	91	33	,	,	PUNCT
esrj-63860	91	34	2008	2008	NUM
esrj-63860	91	35	;	;	PUNCT
esrj-63860	91	36	poku	poku	NOUN
esrj-63860	91	37	-	-	PUNCT
esrj-63860	91	38	gyamfi	gyamfi	PROPN
esrj-63860	91	39	,	,	PUNCT
esrj-63860	91	40	2009	2009	NUM
esrj-63860	91	41	;	;	PUNCT
esrj-63860	91	42	mugnier	mugnier	NOUN
esrj-63860	91	43	,	,	PUNCT
esrj-63860	91	44	2000	2000	NUM
esrj-63860	91	45	)	)	PUNCT
esrj-63860	91	46	.	.	PUNCT
esrj-63860	92	1	the	the	DET
esrj-63860	92	2	ghana	ghana	PROPN
esrj-63860	92	3	coordinate	coordinate	NOUN
esrj-63860	92	4	system	system	NOUN
esrj-63860	92	5	is	be	AUX
esrj-63860	92	6	a	a	DET
esrj-63860	92	7	projected	project	VERB
esrj-63860	92	8	grid	grid	NOUN
esrj-63860	92	9	coordinates	coordinate	NOUN
esrj-63860	92	10	based	base	VERB
esrj-63860	92	11	on	on	ADP
esrj-63860	92	12	the	the	DET
esrj-63860	92	13	transverse	transverse	NOUN
esrj-63860	92	14	mercator	mercator	NOUN
esrj-63860	92	15	.	.	PUNCT
esrj-63860	93	1	the	the	DET
esrj-63860	93	2	origin	origin	NOUN
esrj-63860	93	3	of	of	ADP
esrj-63860	93	4	the	the	DET
esrj-63860	93	5	transverse	transverse	NOUN
esrj-63860	93	6	mercator	mercator	NOUN
esrj-63860	93	7	is	be	AUX
esrj-63860	93	8	longitude	longitude	ADJ
esrj-63860	93	9	01o	01o	X
esrj-63860	93	10	00	00	PUNCT
esrj-63860	93	11	’	'	PUNCT
esrj-63860	93	12	w	w	NOUN
esrj-63860	93	13	(	(	PUNCT
esrj-63860	93	14	central	central	ADJ
esrj-63860	93	15	meridian	meridian	PROPN
esrj-63860	93	16	)	)	PUNCT
esrj-63860	93	17	and	and	CCONJ
esrj-63860	93	18	latitude	latitude	NOUN
esrj-63860	93	19	04o	04o	NOUN
esrj-63860	93	20	40	40	NUM
esrj-63860	93	21	’	'	PUNCT
esrj-63860	93	22	n	n	NOUN
esrj-63860	93	23	with	with	ADP
esrj-63860	93	24	274319.736	274319.736	NUM
esrj-63860	93	25	m	m	NOUN
esrj-63860	93	26	as	as	SCONJ
esrj-63860	93	27	the	the	DET
esrj-63860	93	28	false	false	ADJ
esrj-63860	93	29	easting	easting	NOUN
esrj-63860	93	30	added	add	VERB
esrj-63860	93	31	to	to	ADP
esrj-63860	93	32	all	all	DET
esrj-63860	93	33	y	y	PROPN
esrj-63860	93	34	coordinates	coordinate	NOUN
esrj-63860	93	35	to	to	PART
esrj-63860	93	36	avoid	avoid	VERB
esrj-63860	93	37	negative	negative	ADJ
esrj-63860	93	38	coordinates	coordinate	NOUN
esrj-63860	93	39	and	and	CCONJ
esrj-63860	93	40	the	the	DET
esrj-63860	93	41	false	false	ADJ
esrj-63860	93	42	northing	northing	NOUN
esrj-63860	93	43	set	set	NOUN
esrj-63860	93	44	to	to	ADP
esrj-63860	93	45	zero	zero	NUM
esrj-63860	93	46	.	.	PUNCT
esrj-63860	94	1	a	a	DET
esrj-63860	94	2	scale	scale	NOUN
esrj-63860	94	3	factor	factor	NOUN
esrj-63860	94	4	of	of	ADP
esrj-63860	94	5	0.99975	0.99975	NUM
esrj-63860	94	6	is	be	AUX
esrj-63860	94	7	used	use	VERB
esrj-63860	94	8	at	at	ADP
esrj-63860	94	9	the	the	DET
esrj-63860	94	10	central	central	ADJ
esrj-63860	94	11	meridian	meridian	NOUN
esrj-63860	94	12	so	so	SCONJ
esrj-63860	94	13	that	that	SCONJ
esrj-63860	94	14	the	the	DET
esrj-63860	94	15	scale	scale	NOUN
esrj-63860	94	16	distortion	distortion	NOUN
esrj-63860	94	17	exceeds	exceed	VERB
esrj-63860	94	18	the	the	DET
esrj-63860	94	19	projection	projection	NOUN
esrj-63860	94	20	values	value	NOUN
esrj-63860	94	21	only	only	ADV
esrj-63860	94	22	at	at	ADP
esrj-63860	94	23	the	the	DET
esrj-63860	94	24	extreme	extreme	ADJ
esrj-63860	94	25	ends	end	NOUN
esrj-63860	94	26	of	of	ADP
esrj-63860	94	27	the	the	DET
esrj-63860	94	28	country	country	NOUN
esrj-63860	94	29	(	(	PUNCT
esrj-63860	94	30	mugnier	mugnier	NOUN
esrj-63860	94	31	,	,	PUNCT
esrj-63860	94	32	2000	2000	NUM
esrj-63860	94	33	)	)	PUNCT
esrj-63860	94	34	.	.	PUNCT
esrj-63860	95	1	therefore	therefore	ADV
esrj-63860	95	2	,	,	PUNCT
esrj-63860	95	3	positions	position	NOUN
esrj-63860	95	4	of	of	ADP
esrj-63860	95	5	features	feature	NOUN
esrj-63860	95	6	of	of	ADP
esrj-63860	95	7	all	all	DET
esrj-63860	95	8	survey	survey	NOUN
esrj-63860	95	9	maps	map	NOUN
esrj-63860	95	10	in	in	ADP
esrj-63860	95	11	ghana	ghana	PROPN
esrj-63860	95	12	are	be	AUX
esrj-63860	95	13	the	the	DET
esrj-63860	95	14	projected	project	VERB
esrj-63860	95	15	grid	grid	NOUN
esrj-63860	95	16	coordinates	coordinate	NOUN
esrj-63860	95	17	of	of	ADP
esrj-63860	95	18	easting	easting	PROPN
esrj-63860	95	19	and	and	CCONJ
esrj-63860	95	20	northing	northing	PROPN
esrj-63860	95	21	derived	derive	VERB
esrj-63860	95	22	from	from	ADP
esrj-63860	95	23	the	the	DET
esrj-63860	95	24	transverse	transverse	NOUN
esrj-63860	95	25	mercator	mercator	NOUN
esrj-63860	95	26	10	10	NUM
esrj-63860	95	27	nw	nw	PROPN
esrj-63860	95	28	.	.	PROPN
esrj-63860	95	29	for	for	SCONJ
esrj-63860	95	30	ghana	ghana	PROPN
esrj-63860	95	31	to	to	PART
esrj-63860	95	32	capitalise	capitalise	VERB
esrj-63860	95	33	on	on	ADP
esrj-63860	95	34	the	the	DET
esrj-63860	95	35	potential	potential	NOUN
esrj-63860	95	36	of	of	ADP
esrj-63860	95	37	gnss	gnss	NOUN
esrj-63860	95	38	technology	technology	NOUN
esrj-63860	95	39	,	,	PUNCT
esrj-63860	95	40	the	the	DET
esrj-63860	95	41	ghana	ghana	PROPN
esrj-63860	95	42	survey	survey	NOUN
esrj-63860	95	43	and	and	CCONJ
esrj-63860	95	44	mapping	mapping	NOUN
esrj-63860	95	45	division	division	NOUN
esrj-63860	95	46	of	of	ADP
esrj-63860	95	47	lands	land	NOUN
esrj-63860	95	48	commission	commission	PROPN
esrj-63860	95	49	with	with	ADP
esrj-63860	95	50	funding	funding	NOUN
esrj-63860	95	51	from	from	ADP
esrj-63860	95	52	the	the	DET
esrj-63860	95	53	world	world	NOUN
esrj-63860	95	54	bank	bank	PROPN
esrj-63860	95	55	and	and	CCONJ
esrj-63860	95	56	other	other	ADJ
esrj-63860	95	57	stakeholders	stakeholder	NOUN
esrj-63860	95	58	embarked	embark	VERB
esrj-63860	95	59	on	on	ADP
esrj-63860	95	60	the	the	DET
esrj-63860	95	61	land	land	NOUN
esrj-63860	95	62	administrative	administrative	ADJ
esrj-63860	95	63	project	project	NOUN
esrj-63860	95	64	(	(	PUNCT
esrj-63860	95	65	lap	lap	NOUN
esrj-63860	95	66	)	)	PUNCT
esrj-63860	95	67	.	.	PUNCT
esrj-63860	96	1	one	one	NUM
esrj-63860	96	2	of	of	ADP
esrj-63860	96	3	the	the	DET
esrj-63860	96	4	major	major	ADJ
esrj-63860	96	5	aims	aim	NOUN
esrj-63860	96	6	of	of	ADP
esrj-63860	96	7	the	the	DET
esrj-63860	96	8	lap	lap	NOUN
esrj-63860	96	9	is	be	AUX
esrj-63860	96	10	to	to	PART
esrj-63860	96	11	establish	establish	VERB
esrj-63860	96	12	a	a	DET
esrj-63860	96	13	nationwide	nationwide	ADJ
esrj-63860	96	14	gnss	gnss	NOUN
esrj-63860	96	15	reference	reference	NOUN
esrj-63860	96	16	network	network	NOUN
esrj-63860	96	17	for	for	ADP
esrj-63860	96	18	ghana	ghana	PROPN
esrj-63860	96	19	.	.	PUNCT
esrj-63860	97	1	the	the	DET
esrj-63860	97	2	lap	lap	NOUN
esrj-63860	97	3	has	have	AUX
esrj-63860	97	4	been	be	AUX
esrj-63860	97	5	divided	divide	VERB
esrj-63860	97	6	into	into	ADP
esrj-63860	97	7	three	three	NUM
esrj-63860	97	8	phases	phase	NOUN
esrj-63860	97	9	namely	namely	ADV
esrj-63860	97	10	the	the	DET
esrj-63860	97	11	golden	golden	ADJ
esrj-63860	97	12	triangle	triangle	NOUN
esrj-63860	97	13	,	,	PUNCT
esrj-63860	97	14	northern	northern	ADJ
esrj-63860	97	15	triangle	triangle	NOUN
esrj-63860	97	16	and	and	CCONJ
esrj-63860	97	17	the	the	DET
esrj-63860	97	18	kintampo	kintampo	PROPN
esrj-63860	97	19	link	link	PROPN
esrj-63860	97	20	,	,	PUNCT
esrj-63860	97	21	and	and	CCONJ
esrj-63860	97	22	the	the	DET
esrj-63860	97	23	nationwide	nationwide	ADJ
esrj-63860	97	24	coverage	coverage	NOUN
esrj-63860	97	25	(	(	PUNCT
esrj-63860	97	26	poku	poku	NOUN
esrj-63860	97	27	-	-	PUNCT
esrj-63860	97	28	gyamfi	gyamfi	NOUN
esrj-63860	97	29	,	,	PUNCT
esrj-63860	97	30	2009	2009	NUM
esrj-63860	97	31	)	)	PUNCT
esrj-63860	97	32	.	.	PUNCT
esrj-63860	98	1	currently	currently	ADV
esrj-63860	98	2	,	,	PUNCT
esrj-63860	98	3	it	it	PRON
esrj-63860	98	4	is	be	AUX
esrj-63860	98	5	only	only	ADV
esrj-63860	98	6	the	the	DET
esrj-63860	98	7	golden	golden	ADJ
esrj-63860	98	8	triangle	triangle	NOUN
esrj-63860	98	9	phase	phase	NOUN
esrj-63860	98	10	covering	cover	VERB
esrj-63860	98	11	five	five	NUM
esrj-63860	98	12	out	out	ADP
esrj-63860	98	13	of	of	ADP
esrj-63860	98	14	the	the	DET
esrj-63860	98	15	ten	ten	NUM
esrj-63860	98	16	administrative	administrative	ADJ
esrj-63860	98	17	regions	region	NOUN
esrj-63860	98	18	in	in	ADP
esrj-63860	98	19	ghana	ghana	PROPN
esrj-63860	98	20	that	that	PRON
esrj-63860	98	21	has	have	AUX
esrj-63860	98	22	been	be	AUX
esrj-63860	98	23	completed	complete	VERB
esrj-63860	98	24	(	(	PUNCT
esrj-63860	98	25	fig	fig	NOUN
esrj-63860	98	26	.	.	NOUN
esrj-63860	98	27	1	1	NUM
esrj-63860	98	28	)	)	PUNCT
esrj-63860	98	29	.	.	PUNCT
esrj-63860	99	1	the	the	DET
esrj-63860	99	2	golden	golden	ADJ
esrj-63860	99	3	triangle	triangle	NOUN
esrj-63860	99	4	(	(	PUNCT
esrj-63860	99	5	fig	fig	NOUN
esrj-63860	99	6	.	.	NOUN
esrj-63860	99	7	1	1	NUM
esrj-63860	99	8	)	)	PUNCT
esrj-63860	99	9	was	be	AUX
esrj-63860	99	10	strategically	strategically	ADV
esrj-63860	99	11	established	establish	VERB
esrj-63860	99	12	in	in	ADP
esrj-63860	99	13	these	these	DET
esrj-63860	99	14	five	five	NUM
esrj-63860	99	15	regions	region	NOUN
esrj-63860	99	16	due	due	ADP
esrj-63860	99	17	to	to	ADP
esrj-63860	99	18	their	their	PRON
esrj-63860	99	19	massive	massive	ADJ
esrj-63860	99	20	contributions	contribution	NOUN
esrj-63860	99	21	to	to	ADP
esrj-63860	99	22	the	the	DET
esrj-63860	99	23	country	country	NOUN
esrj-63860	99	24	’s	’s	PART
esrj-63860	99	25	economic	economic	ADJ
esrj-63860	99	26	growth	growth	NOUN
esrj-63860	99	27	.	.	PUNCT
esrj-63860	100	1	this	this	PRON
esrj-63860	100	2	is	be	AUX
esrj-63860	100	3	because	because	SCONJ
esrj-63860	100	4	almost	almost	ADV
esrj-63860	100	5	all	all	DET
esrj-63860	100	6	the	the	DET
esrj-63860	100	7	natural	natural	ADJ
esrj-63860	100	8	resources	resource	NOUN
esrj-63860	100	9	like	like	ADP
esrj-63860	100	10	gold	gold	NOUN
esrj-63860	100	11	,	,	PUNCT
esrj-63860	100	12	oil	oil	NOUN
esrj-63860	100	13	,	,	PUNCT
esrj-63860	100	14	timber	timber	NOUN
esrj-63860	100	15	,	,	PUNCT
esrj-63860	100	16	cocoa	cocoa	NOUN
esrj-63860	100	17	,	,	PUNCT
esrj-63860	100	18	diamond	diamond	NOUN
esrj-63860	100	19	,	,	PUNCT
esrj-63860	100	20	manganese	manganese	NOUN
esrj-63860	100	21	,	,	PUNCT
esrj-63860	100	22	bauxite	bauxite	NOUN
esrj-63860	100	23	,	,	PUNCT
esrj-63860	100	24	limestone	limestone	NOUN
esrj-63860	100	25	to	to	PART
esrj-63860	100	26	mention	mention	VERB
esrj-63860	100	27	but	but	CCONJ
esrj-63860	100	28	a	a	DET
esrj-63860	100	29	few	few	ADJ
esrj-63860	100	30	are	be	AUX
esrj-63860	100	31	located	locate	VERB
esrj-63860	100	32	in	in	ADP
esrj-63860	100	33	these	these	DET
esrj-63860	100	34	regions	region	NOUN
esrj-63860	100	35	(	(	PUNCT
esrj-63860	100	36	poku	poku	NOUN
esrj-63860	100	37	-	-	PUNCT
esrj-63860	100	38	gyamfi	gyamfi	NOUN
esrj-63860	100	39	,	,	PUNCT
esrj-63860	100	40	2009	2009	NUM
esrj-63860	100	41	)	)	PUNCT
esrj-63860	100	42	.	.	PUNCT
esrj-63860	101	1	the	the	DET
esrj-63860	101	2	golden	golden	ADJ
esrj-63860	101	3	triangle	triangle	NOUN
esrj-63860	101	4	comprises	comprise	NOUN
esrj-63860	101	5	of	of	ADP
esrj-63860	101	6	three	three	NUM
esrj-63860	101	7	permanent	permanent	ADJ
esrj-63860	101	8	reference	reference	NOUN
esrj-63860	101	9	stations	station	NOUN
esrj-63860	101	10	fixed	fix	VERB
esrj-63860	101	11	at	at	ADP
esrj-63860	101	12	the	the	DET
esrj-63860	101	13	apex	apex	NOUN
esrj-63860	101	14	of	of	ADP
esrj-63860	101	15	the	the	DET
esrj-63860	101	16	three	three	NUM
esrj-63860	101	17	largest	large	ADJ
esrj-63860	101	18	cities	city	NOUN
esrj-63860	101	19	situated	situate	VERB
esrj-63860	101	20	at	at	ADP
esrj-63860	101	21	the	the	DET
esrj-63860	101	22	western	western	ADJ
esrj-63860	101	23	,	,	PUNCT
esrj-63860	101	24	ashanti	ashanti	NOUN
esrj-63860	101	25	and	and	CCONJ
esrj-63860	101	26	greater	great	ADJ
esrj-63860	101	27	accra	accra	NOUN
esrj-63860	101	28	regions	region	NOUN
esrj-63860	101	29	.	.	PUNCT
esrj-63860	102	1	the	the	DET
esrj-63860	102	2	reference	reference	NOUN
esrj-63860	102	3	stations	station	NOUN
esrj-63860	102	4	form	form	VERB
esrj-63860	102	5	a	a	DET
esrj-63860	102	6	triangle	triangle	NOUN
esrj-63860	102	7	of	of	ADP
esrj-63860	102	8	sides	side	NOUN
esrj-63860	102	9	200	200	NUM
esrj-63860	102	10	km	km	NOUN
esrj-63860	102	11	and	and	CCONJ
esrj-63860	102	12	radii	radii	VERB
esrj-63860	102	13	69coordinate	69coordinate	PROPN
esrj-63860	102	14	transformation	transformation	NOUN
esrj-63860	102	15	between	between	ADP
esrj-63860	102	16	global	global	ADJ
esrj-63860	102	17	and	and	CCONJ
esrj-63860	102	18	local	local	ADJ
esrj-63860	102	19	data	datum	NOUN
esrj-63860	102	20	based	base	VERB
esrj-63860	102	21	on	on	ADP
esrj-63860	102	22	artificial	artificial	ADJ
esrj-63860	102	23	neural	neural	ADJ
esrj-63860	102	24	network	network	NOUN
esrj-63860	102	25	with	with	ADP
esrj-63860	102	26	k	k	ADJ
esrj-63860	102	27	-	-	ADJ
esrj-63860	102	28	fold	fold	ADJ
esrj-63860	102	29	cross	cross	NOUN
esrj-63860	102	30	-	-	NOUN
esrj-63860	102	31	validation	validation	NOUN
esrj-63860	102	32	in	in	ADP
esrj-63860	102	33	ghana	ghana	PROPN
esrj-63860	102	34	coverage	coverage	NOUN
esrj-63860	102	35	of	of	ADP
esrj-63860	102	36	100	100	NUM
esrj-63860	102	37	km	km	NOUN
esrj-63860	102	38	with	with	ADP
esrj-63860	102	39	area	area	NOUN
esrj-63860	102	40	coverage	coverage	NOUN
esrj-63860	102	41	of	of	ADP
esrj-63860	102	42	79857	79857	NUM
esrj-63860	102	43	km2	km2	NOUN
esrj-63860	102	44	representing	represent	VERB
esrj-63860	102	45	33.5	33.5	NUM
esrj-63860	102	46	%	%	NOUN
esrj-63860	102	47	of	of	ADP
esrj-63860	102	48	the	the	DET
esrj-63860	102	49	total	total	ADJ
esrj-63860	102	50	land	land	NOUN
esrj-63860	102	51	area	area	NOUN
esrj-63860	102	52	(	(	PUNCT
esrj-63860	102	53	238,540	238,540	NUM
esrj-63860	102	54	km2	km2	NOUN
esrj-63860	102	55	)	)	PUNCT
esrj-63860	102	56	for	for	ADP
esrj-63860	102	57	ghana	ghana	PROPN
esrj-63860	102	58	(	(	PUNCT
esrj-63860	102	59	fosu	fosu	NOUN
esrj-63860	102	60	et	et	NOUN
esrj-63860	102	61	al	al	PROPN
esrj-63860	102	62	.	.	PROPN
esrj-63860	102	63	,	,	PUNCT
esrj-63860	102	64	2006	2006	NUM
esrj-63860	102	65	)	)	PUNCT
esrj-63860	102	66	.	.	PUNCT
esrj-63860	103	1	in	in	ADP
esrj-63860	103	2	the	the	DET
esrj-63860	103	3	establishment	establishment	NOUN
esrj-63860	103	4	of	of	ADP
esrj-63860	103	5	the	the	DET
esrj-63860	103	6	gnss	gnss	NOUN
esrj-63860	103	7	reference	reference	NOUN
esrj-63860	103	8	network	network	NOUN
esrj-63860	103	9	,	,	PUNCT
esrj-63860	103	10	a	a	DET
esrj-63860	103	11	continuous	continuous	ADJ
esrj-63860	103	12	twelvehour	twelvehour	NOUN
esrj-63860	103	13	observation	observation	NOUN
esrj-63860	103	14	was	be	AUX
esrj-63860	103	15	made	make	VERB
esrj-63860	103	16	on	on	ADP
esrj-63860	103	17	19	19	NUM
esrj-63860	103	18	historical	historical	ADJ
esrj-63860	103	19	triangulation	triangulation	NOUN
esrj-63860	103	20	stations	station	NOUN
esrj-63860	103	21	located	locate	VERB
esrj-63860	103	22	in	in	ADP
esrj-63860	103	23	the	the	DET
esrj-63860	103	24	golden	golden	ADJ
esrj-63860	103	25	triangle	triangle	NOUN
esrj-63860	103	26	by	by	ADP
esrj-63860	103	27	dual	dual	ADJ
esrj-63860	103	28	frequency	frequency	NOUN
esrj-63860	103	29	gps	gps	NOUN
esrj-63860	103	30	receivers	receiver	NOUN
esrj-63860	103	31	.	.	PUNCT
esrj-63860	104	1	the	the	DET
esrj-63860	104	2	coordinates	coordinate	NOUN
esrj-63860	104	3	provided	provide	VERB
esrj-63860	104	4	by	by	ADP
esrj-63860	104	5	the	the	DET
esrj-63860	104	6	gps	gps	PROPN
esrj-63860	104	7	receivers	receiver	NOUN
esrj-63860	104	8	were	be	AUX
esrj-63860	104	9	then	then	ADV
esrj-63860	104	10	differentially	differentially	ADV
esrj-63860	104	11	processed	process	VERB
esrj-63860	104	12	with	with	ADP
esrj-63860	104	13	the	the	DET
esrj-63860	104	14	international	international	ADJ
esrj-63860	104	15	gnss	gnss	NOUN
esrj-63860	104	16	permanent	permanent	ADJ
esrj-63860	104	17	stations	station	NOUN
esrj-63860	104	18	to	to	PART
esrj-63860	104	19	obtain	obtain	VERB
esrj-63860	104	20	the	the	DET
esrj-63860	104	21	respective	respective	ADJ
esrj-63860	104	22	common	common	ADJ
esrj-63860	104	23	points	point	NOUN
esrj-63860	104	24	on	on	ADP
esrj-63860	104	25	the	the	DET
esrj-63860	104	26	wgs84	wgs84	PROPN
esrj-63860	104	27	ellipsoid	ellipsoid	PROPN
esrj-63860	104	28	.	.	PUNCT
esrj-63860	105	1	these	these	DET
esrj-63860	105	2	19	19	NUM
esrj-63860	105	3	satellite	satellite	NOUN
esrj-63860	105	4	coordinates	coordinate	NOUN
esrj-63860	105	5	are	be	AUX
esrj-63860	105	6	defined	define	VERB
esrj-63860	105	7	in	in	ADP
esrj-63860	105	8	the	the	DET
esrj-63860	105	9	international	international	ADJ
esrj-63860	105	10	terrestrial	terrestrial	ADJ
esrj-63860	105	11	reference	reference	NOUN
esrj-63860	105	12	frame	frame	NOUN
esrj-63860	105	13	2005	2005	NUM
esrj-63860	105	14	specified	specify	VERB
esrj-63860	105	15	at	at	ADP
esrj-63860	105	16	epoch	epoch	PROPN
esrj-63860	105	17	2007.39	2007.39	NUM
esrj-63860	105	18	(	(	PUNCT
esrj-63860	105	19	kotzev	kotzev	NOUN
esrj-63860	105	20	,	,	PUNCT
esrj-63860	105	21	2013	2013	NUM
esrj-63860	105	22	)	)	PUNCT
esrj-63860	105	23	.	.	PUNCT
esrj-63860	106	1	data	datum	NOUN
esrj-63860	106	2	used	use	VERB
esrj-63860	106	3	for	for	ADP
esrj-63860	106	4	the	the	DET
esrj-63860	106	5	study	study	NOUN
esrj-63860	106	6	is	be	AUX
esrj-63860	106	7	from	from	ADP
esrj-63860	106	8	the	the	DET
esrj-63860	106	9	lap	lap	NOUN
esrj-63860	106	10	comprising	comprising	NOUN
esrj-63860	106	11	of	of	ADP
esrj-63860	106	12	19	19	NUM
esrj-63860	106	13	golden	golden	ADJ
esrj-63860	106	14	triangle	triangle	NOUN
esrj-63860	106	15	common	common	ADJ
esrj-63860	106	16	points	point	NOUN
esrj-63860	106	17	on	on	ADP
esrj-63860	106	18	the	the	DET
esrj-63860	106	19	war	war	NOUN
esrj-63860	106	20	office	office	NOUN
esrj-63860	106	21	1926	1926	NUM
esrj-63860	106	22	ϕ	ϕ	PROPN
esrj-63860	106	23	,	,	PUNCT
esrj-63860	106	24	λ	λ	PROPN
esrj-63860	106	25	,	,	PUNCT
esrj-63860	106	26	h	h	PROPN
esrj-63860	106	27	war	war	NOUN
esrj-63860	106	28	(	(	PUNCT
esrj-63860	106	29	)	)	PUNCT
esrj-63860	106	30	and	and	CCONJ
esrj-63860	106	31	wgs84	wgs84	PROPN
esrj-63860	106	32	ϕ	ϕ	PROPN
esrj-63860	106	33	,	,	PUNCT
esrj-63860	106	34	λ	λ	PROPN
esrj-63860	106	35	,	,	PUNCT
esrj-63860	106	36	h	h	NOUN
esrj-63860	106	37	wgs	wgs	NOUN
esrj-63860	106	38	(	(	PUNCT
esrj-63860	106	39	)	)	PUNCT
esrj-63860	106	40	84	84	NUM
esrj-63860	106	41	reference	reference	NOUN
esrj-63860	106	42	frames	frame	NOUN
esrj-63860	106	43	.	.	PUNCT
esrj-63860	107	1	here	here	ADV
esrj-63860	107	2	,	,	PUNCT
esrj-63860	107	3			PROPN
esrj-63860	107	4	is	be	AUX
esrj-63860	107	5	the	the	DET
esrj-63860	107	6	geodetic	geodetic	ADJ
esrj-63860	107	7	latitude	latitude	NOUN
esrj-63860	107	8	,	,	PUNCT
esrj-63860	107	9			X
esrj-63860	107	10	is	be	AUX
esrj-63860	107	11	the	the	DET
esrj-63860	107	12	geodetic	geodetic	ADJ
esrj-63860	107	13	longitude	longitude	NOUN
esrj-63860	107	14	and	and	CCONJ
esrj-63860	107	15	h	h	NOUN
esrj-63860	107	16	is	be	AUX
esrj-63860	107	17	the	the	DET
esrj-63860	107	18	ellipsoid	ellipsoid	NOUN
esrj-63860	107	19	height	height	NOUN
esrj-63860	107	20	.	.	PUNCT
esrj-63860	108	1	it	it	PRON
esrj-63860	108	2	is	be	AUX
esrj-63860	108	3	imperative	imperative	ADJ
esrj-63860	108	4	to	to	PART
esrj-63860	108	5	note	note	VERB
esrj-63860	108	6	that	that	SCONJ
esrj-63860	108	7	the	the	DET
esrj-63860	108	8	local	local	ADJ
esrj-63860	108	9	geodetic	geodetic	ADJ
esrj-63860	108	10	network	network	NOUN
esrj-63860	108	11	of	of	ADP
esrj-63860	108	12	ghana	ghana	PROPN
esrj-63860	108	13	involves	involve	VERB
esrj-63860	108	14	data	datum	NOUN
esrj-63860	108	15	in	in	ADP
esrj-63860	108	16	geodetic	geodetic	ADJ
esrj-63860	108	17	latitude	latitude	NOUN
esrj-63860	108	18	,	,	PUNCT
esrj-63860	108	19	geodetic	geodetic	ADJ
esrj-63860	108	20	longitude	longitude	NOUN
esrj-63860	108	21	and	and	CCONJ
esrj-63860	108	22	orthometric	orthometric	ADJ
esrj-63860	108	23	height	height	NOUN
esrj-63860	108	24	(	(	PUNCT
esrj-63860	108	25	h	h	NOUN
esrj-63860	108	26	)	)	PUNCT
esrj-63860	108	27	without	without	ADP
esrj-63860	108	28	the	the	DET
esrj-63860	108	29	existence	existence	NOUN
esrj-63860	108	30	of	of	ADP
esrj-63860	108	31	ellipsoidal	ellipsoidal	ADJ
esrj-63860	108	32	height	height	NOUN
esrj-63860	108	33	.	.	PUNCT
esrj-63860	109	1	this	this	PRON
esrj-63860	109	2	,	,	PUNCT
esrj-63860	109	3	however	however	ADV
esrj-63860	109	4	,	,	PUNCT
esrj-63860	109	5	impedes	impede	VERB
esrj-63860	109	6	the	the	DET
esrj-63860	109	7	direct	direct	ADJ
esrj-63860	109	8	conversion	conversion	NOUN
esrj-63860	109	9	of	of	ADP
esrj-63860	109	10	geodetic	geodetic	ADJ
esrj-63860	109	11	coordinates	coordinate	NOUN
esrj-63860	109	12	to	to	ADP
esrj-63860	109	13	cartesian	cartesian	ADJ
esrj-63860	109	14	coordinates	coordinate	NOUN
esrj-63860	109	15	.	.	PUNCT
esrj-63860	110	1	in	in	ADP
esrj-63860	110	2	view	view	NOUN
esrj-63860	110	3	of	of	ADP
esrj-63860	110	4	this	this	PRON
esrj-63860	110	5	,	,	PUNCT
esrj-63860	110	6	the	the	DET
esrj-63860	110	7	abridged	abridge	VERB
esrj-63860	110	8	molodensky	molodensky	NOUN
esrj-63860	110	9	transformation	transformation	NOUN
esrj-63860	110	10	model	model	NOUN
esrj-63860	110	11	(	(	PUNCT
esrj-63860	110	12	molodensky	molodensky	NOUN
esrj-63860	110	13	et	et	PROPN
esrj-63860	110	14	al	al	PROPN
esrj-63860	110	15	.	.	PROPN
esrj-63860	110	16	,	,	PUNCT
esrj-63860	110	17	1962	1962	NUM
esrj-63860	110	18	)	)	PUNCT
esrj-63860	110	19	was	be	AUX
esrj-63860	110	20	applied	apply	VERB
esrj-63860	110	21	in	in	ADP
esrj-63860	110	22	the	the	DET
esrj-63860	110	23	lap	lap	NOUN
esrj-63860	110	24	to	to	PART
esrj-63860	110	25	get	get	VERB
esrj-63860	110	26	the	the	DET
esrj-63860	110	27	war	war	NOUN
esrj-63860	110	28	office	office	NOUN
esrj-63860	110	29	ellipsoid	ellipsoid	NOUN
esrj-63860	110	30	heights	height	NOUN
esrj-63860	110	31	.	.	PUNCT
esrj-63860	111	1	this	this	PRON
esrj-63860	111	2	was	be	AUX
esrj-63860	111	3	done	do	VERB
esrj-63860	111	4	by	by	ADP
esrj-63860	111	5	applying	apply	VERB
esrj-63860	111	6	the	the	DET
esrj-63860	111	7	abridged	abridge	VERB
esrj-63860	111	8	molodensky	molodensky	NOUN
esrj-63860	111	9	model	model	NOUN
esrj-63860	111	10	to	to	PART
esrj-63860	111	11	estimate	estimate	VERB
esrj-63860	111	12	the	the	DET
esrj-63860	111	13	ellipsoid	ellipsoid	NOUN
esrj-63860	111	14	correction	correction	NOUN
esrj-63860	111	15	factor	factor	NOUN
esrj-63860	111	16	(	(	PUNCT
esrj-63860	111	17	∆h	∆h	PROPN
esrj-63860	111	18	)	)	PUNCT
esrj-63860	111	19	between	between	ADP
esrj-63860	111	20	the	the	DET
esrj-63860	111	21	wgs84	wgs84	PROPN
esrj-63860	111	22	and	and	CCONJ
esrj-63860	111	23	war	war	NOUN
esrj-63860	111	24	office	office	PROPN
esrj-63860	111	25	1926	1926	NUM
esrj-63860	111	26	.	.	PUNCT
esrj-63860	112	1	the	the	DET
esrj-63860	112	2	war	war	PROPN
esrj-63860	112	3	office	office	PROPN
esrj-63860	112	4	1926	1926	NUM
esrj-63860	112	5	ellipsoid	ellipsoid	PROPN
esrj-63860	112	6	height	height	NOUN
esrj-63860	112	7	(	(	PUNCT
esrj-63860	112	8	hwar	hwar	PROPN
esrj-63860	112	9	)	)	PUNCT
esrj-63860	112	10	was	be	AUX
esrj-63860	112	11	then	then	ADV
esrj-63860	112	12	calculated	calculate	VERB
esrj-63860	112	13	using	use	VERB
esrj-63860	112	14	the	the	DET
esrj-63860	112	15	relation	relation	NOUN
esrj-63860	112	16	h	h	NOUN
esrj-63860	112	17	h	h	PROPN
esrj-63860	112	18	hwar	hwar	VERB
esrj-63860	112	19	wsg=	wsg=	PROPN
esrj-63860	112	20	84−∆	84−∆	NUM
esrj-63860	112	21	.	.	PUNCT
esrj-63860	113	1	methods	method	NOUN
esrj-63860	113	2	conversion	conversion	NOUN
esrj-63860	113	3	of	of	ADP
esrj-63860	113	4	geodetic	geodetic	ADJ
esrj-63860	113	5	coordinate	coordinate	NOUN
esrj-63860	113	6	to	to	ADP
esrj-63860	113	7	cartesian	cartesian	ADJ
esrj-63860	113	8	coordinate	coordinate	NOUN
esrj-63860	113	9	the	the	DET
esrj-63860	113	10	common	common	ADJ
esrj-63860	113	11	points	point	NOUN
esrj-63860	113	12	geodetic	geodetic	ADJ
esrj-63860	113	13	coordinates	coordinate	NOUN
esrj-63860	113	14	,	,	PUNCT
esrj-63860	113	15	ϕ	ϕ	NOUN
esrj-63860	113	16	,	,	PUNCT
esrj-63860	113	17	λ	λ	PROPN
esrj-63860	113	18	,	,	PUNCT
esrj-63860	113	19	h	h	NOUN
esrj-63860	113	20	wgs	wgs	NOUN
esrj-63860	113	21	(	(	PUNCT
esrj-63860	113	22	)	)	PUNCT
esrj-63860	113	23	84	84	NUM
esrj-63860	113	24	and	and	CCONJ
esrj-63860	113	25	ϕ	ϕ	NOUN
esrj-63860	113	26	,	,	PUNCT
esrj-63860	113	27	λ	λ	PROPN
esrj-63860	113	28	,	,	PUNCT
esrj-63860	113	29	h	h	PROPN
esrj-63860	113	30	war	war	NOUN
esrj-63860	113	31	(	(	PUNCT
esrj-63860	113	32	)	)	PUNCT
esrj-63860	113	33	on	on	ADP
esrj-63860	113	34	wgs84	wgs84	PROPN
esrj-63860	113	35	and	and	CCONJ
esrj-63860	113	36	war	war	NOUN
esrj-63860	113	37	office	office	NOUN
esrj-63860	113	38	1926	1926	NUM
esrj-63860	113	39	was	be	AUX
esrj-63860	113	40	converted	convert	VERB
esrj-63860	113	41	to	to	ADP
esrj-63860	113	42	cartesian	cartesian	ADJ
esrj-63860	113	43	coordinates	coordinate	NOUN
esrj-63860	113	44	(	(	PUNCT
esrj-63860	113	45	x	x	X
esrj-63860	113	46	,	,	PUNCT
esrj-63860	113	47	y	y	PROPN
esrj-63860	113	48	,	,	PUNCT
esrj-63860	113	49	z	z	NOUN
esrj-63860	113	50	)	)	PUNCT
esrj-63860	113	51	using	use	VERB
esrj-63860	113	52	the	the	DET
esrj-63860	113	53	standard	standard	ADJ
esrj-63860	113	54	forward	forward	ADJ
esrj-63860	113	55	equations	equation	NOUN
esrj-63860	113	56	from	from	ADP
esrj-63860	113	57	heiskanen	heiskanen	PROPN
esrj-63860	113	58	and	and	CCONJ
esrj-63860	113	59	moritz	moritz	PROPN
esrj-63860	113	60	(	(	PUNCT
esrj-63860	113	61	1967	1967	NUM
esrj-63860	113	62	)	)	PUNCT
esrj-63860	113	63	.	.	PUNCT
esrj-63860	114	1	the	the	DET
esrj-63860	114	2	rectangular	rectangular	ADJ
esrj-63860	114	3	coordinates	coordinate	NOUN
esrj-63860	114	4	derived	derive	VERB
esrj-63860	114	5	from	from	ADP
esrj-63860	114	6	the	the	DET
esrj-63860	114	7	conversion	conversion	NOUN
esrj-63860	114	8	is	be	AUX
esrj-63860	114	9	designated	designate	VERB
esrj-63860	114	10	in	in	ADP
esrj-63860	114	11	this	this	DET
esrj-63860	114	12	study	study	NOUN
esrj-63860	114	13	as	as	ADP
esrj-63860	114	14	(	(	PUNCT
esrj-63860	114	15	x	x	NOUN
esrj-63860	114	16	,	,	PUNCT
esrj-63860	114	17	y	y	PROPN
esrj-63860	114	18	,	,	PUNCT
esrj-63860	114	19	z)wgs84	z)wgs84	NUM
esrj-63860	114	20	and	and	CCONJ
esrj-63860	114	21	(	(	PUNCT
esrj-63860	114	22	x	x	X
esrj-63860	114	23	,	,	PUNCT
esrj-63860	114	24	y	y	PROPN
esrj-63860	114	25	,	,	PUNCT
esrj-63860	114	26	z)war	z)war	PROPN
esrj-63860	114	27	,	,	PUNCT
esrj-63860	114	28	respectively	respectively	ADV
esrj-63860	114	29	.	.	PUNCT
esrj-63860	115	1	similarity	similarity	NOUN
esrj-63860	115	2	transformation	transformation	NOUN
esrj-63860	115	3	model	model	NOUN
esrj-63860	115	4	this	this	DET
esrj-63860	115	5	study	study	NOUN
esrj-63860	115	6	applied	apply	VERB
esrj-63860	115	7	the	the	DET
esrj-63860	115	8	3d	3d	NUM
esrj-63860	115	9	similarity	similarity	NOUN
esrj-63860	115	10	model	model	NOUN
esrj-63860	115	11	of	of	ADP
esrj-63860	115	12	bursa	bursa	NOUN
esrj-63860	115	13	-	-	PUNCT
esrj-63860	115	14	wolf	wolf	PROPN
esrj-63860	115	15	(	(	PUNCT
esrj-63860	115	16	bursa	bursa	NOUN
esrj-63860	115	17	,	,	PUNCT
esrj-63860	115	18	1962	1962	NUM
esrj-63860	115	19	;	;	PUNCT
esrj-63860	115	20	wolf	wolf	PROPN
esrj-63860	115	21	,	,	PUNCT
esrj-63860	115	22	1963	1963	NUM
esrj-63860	115	23	)	)	PUNCT
esrj-63860	115	24	to	to	PART
esrj-63860	115	25	transform	transform	VERB
esrj-63860	115	26	coordinates	coordinate	NOUN
esrj-63860	115	27	from	from	ADP
esrj-63860	115	28	wgs84	wgs84	PROPN
esrj-63860	115	29	to	to	ADP
esrj-63860	115	30	war	war	NOUN
esrj-63860	115	31	office	office	PROPN
esrj-63860	115	32	1926	1926	NUM
esrj-63860	115	33	.	.	PUNCT
esrj-63860	116	1	the	the	DET
esrj-63860	116	2	bursa	bursa	NOUN
esrj-63860	116	3	-	-	PUNCT
esrj-63860	116	4	wolf	wolf	NOUN
esrj-63860	116	5	model	model	NOUN
esrj-63860	116	6	considers	consider	VERB
esrj-63860	116	7	the	the	DET
esrj-63860	116	8	misalignment	misalignment	NOUN
esrj-63860	116	9	of	of	ADP
esrj-63860	116	10	the	the	DET
esrj-63860	116	11	x	x	PROPN
esrj-63860	116	12	,	,	PUNCT
esrj-63860	116	13	y	y	PROPN
esrj-63860	116	14	,	,	PUNCT
esrj-63860	116	15	z	z	NOUN
esrj-63860	116	16	axes	axis	NOUN
esrj-63860	116	17	between	between	ADP
esrj-63860	116	18	two	two	NUM
esrj-63860	116	19	reference	reference	NOUN
esrj-63860	116	20	systems	system	NOUN
esrj-63860	116	21	.	.	PUNCT
esrj-63860	117	1	the	the	DET
esrj-63860	117	2	bursa	bursa	NOUN
esrj-63860	117	3	-	-	PUNCT
esrj-63860	117	4	wolf	wolf	NOUN
esrj-63860	117	5	model	model	NOUN
esrj-63860	117	6	is	be	AUX
esrj-63860	117	7	made	make	VERB
esrj-63860	117	8	up	up	ADP
esrj-63860	117	9	of	of	ADP
esrj-63860	117	10	three	three	NUM
esrj-63860	117	11	rotations	rotation	NOUN
esrj-63860	117	12	,	,	PUNCT
esrj-63860	117	13	three	three	NUM
esrj-63860	117	14	translations	translation	NOUN
esrj-63860	117	15	and	and	CCONJ
esrj-63860	117	16	a	a	DET
esrj-63860	117	17	scale	scale	NOUN
esrj-63860	117	18	factor	factor	NOUN
esrj-63860	117	19	which	which	PRON
esrj-63860	117	20	in	in	ADP
esrj-63860	117	21	totality	totality	NOUN
esrj-63860	117	22	form	form	VERB
esrj-63860	117	23	a	a	DET
esrj-63860	117	24	seven	seven	NUM
esrj-63860	117	25	parameter	parameter	NOUN
esrj-63860	117	26	transformation	transformation	NOUN
esrj-63860	117	27	approach	approach	NOUN
esrj-63860	117	28	.	.	PUNCT
esrj-63860	118	1	one	one	NUM
esrj-63860	118	2	important	important	ADJ
esrj-63860	118	3	characteristic	characteristic	ADJ
esrj-63860	118	4	feature	feature	NOUN
esrj-63860	118	5	of	of	ADP
esrj-63860	118	6	this	this	DET
esrj-63860	118	7	model	model	NOUN
esrj-63860	118	8	is	be	AUX
esrj-63860	118	9	that	that	SCONJ
esrj-63860	118	10	the	the	DET
esrj-63860	118	11	shape	shape	NOUN
esrj-63860	118	12	of	of	ADP
esrj-63860	118	13	the	the	DET
esrj-63860	118	14	geodetic	geodetic	ADJ
esrj-63860	118	15	network	network	NOUN
esrj-63860	118	16	containing	contain	VERB
esrj-63860	118	17	the	the	DET
esrj-63860	118	18	coordinates	coordinate	NOUN
esrj-63860	118	19	to	to	PART
esrj-63860	118	20	be	be	AUX
esrj-63860	118	21	transformed	transform	VERB
esrj-63860	118	22	is	be	AUX
esrj-63860	118	23	preserved	preserve	VERB
esrj-63860	118	24	,	,	PUNCT
esrj-63860	118	25	hence	hence	ADV
esrj-63860	118	26	angles	angle	NOUN
esrj-63860	118	27	are	be	AUX
esrj-63860	118	28	not	not	PART
esrj-63860	118	29	altered	alter	VERB
esrj-63860	118	30	after	after	ADP
esrj-63860	118	31	transformation	transformation	NOUN
esrj-63860	118	32	,	,	PUNCT
esrj-63860	118	33	but	but	CCONJ
esrj-63860	118	34	the	the	DET
esrj-63860	118	35	distance	distance	NOUN
esrj-63860	118	36	between	between	ADP
esrj-63860	118	37	the	the	DET
esrj-63860	118	38	transformed	transform	VERB
esrj-63860	118	39	coordinates	coordinate	NOUN
esrj-63860	118	40	and	and	CCONJ
esrj-63860	118	41	their	their	PRON
esrj-63860	118	42	original	original	ADJ
esrj-63860	118	43	positions	position	NOUN
esrj-63860	118	44	could	could	AUX
esrj-63860	118	45	be	be	AUX
esrj-63860	118	46	changed	change	VERB
esrj-63860	118	47	(	(	PUNCT
esrj-63860	118	48	constantin	constantin	NOUN
esrj-63860	118	49	-	-	PUNCT
esrj-63860	118	50	octavian	octavian	ADJ
esrj-63860	118	51	,	,	PUNCT
esrj-63860	118	52	2006	2006	NUM
esrj-63860	118	53	;	;	PUNCT
esrj-63860	118	54	ghilani	ghilani	PROPN
esrj-63860	118	55	,	,	PUNCT
esrj-63860	118	56	2010	2010	NUM
esrj-63860	118	57	)	)	PUNCT
esrj-63860	118	58	.	.	PUNCT
esrj-63860	119	1	mathematically	mathematically	ADV
esrj-63860	119	2	,	,	PUNCT
esrj-63860	119	3	the	the	DET
esrj-63860	119	4	bursa	bursa	NOUN
esrj-63860	119	5	-	-	PUNCT
esrj-63860	119	6	wolf	wolf	NOUN
esrj-63860	119	7	model	model	NOUN
esrj-63860	119	8	integrates	integrate	VERB
esrj-63860	119	9	two	two	NUM
esrj-63860	119	10	sets	set	NOUN
esrj-63860	119	11	of	of	ADP
esrj-63860	119	12	threedimensional	threedimensional	ADJ
esrj-63860	119	13	(	(	PUNCT
esrj-63860	119	14	3d	3d	NOUN
esrj-63860	119	15	)	)	PUNCT
esrj-63860	119	16	rectangular	rectangular	ADJ
esrj-63860	119	17	coordinates	coordinate	NOUN
esrj-63860	119	18	defined	define	VERB
esrj-63860	119	19	in	in	ADP
esrj-63860	119	20	two	two	NUM
esrj-63860	119	21	different	different	ADJ
esrj-63860	119	22	coordinate	coordinate	NOUN
esrj-63860	119	23	systems	system	NOUN
esrj-63860	119	24	using	use	VERB
esrj-63860	119	25	equation	equation	NOUN
esrj-63860	119	26	1	1	NUM
esrj-63860	119	27	.	.	PUNCT
esrj-63860	120	1	x	x	PUNCT
esrj-63860	120	2	y	y	PROPN
esrj-63860	120	3	z	z	PROPN
esrj-63860	120	4	t	t	PROPN
esrj-63860	120	5	t	t	NOUN
esrj-63860	120	6	t	t	NOUN
esrj-63860	120	7	r	r	NOUN
esrj-63860	120	8	x	x	PUNCT
esrj-63860	120	9	y	y	PROPN
esrj-63860	120	10	z	z	PROPN
esrj-63860	120	11	war	war	PROPN
esrj-63860	120	12	war	war	NOUN
esrj-63860	120	13	war	war	NOUN
esrj-63860	120	14	x	x	NOUN
esrj-63860	120	15	x	x	SYM
esrj-63860	120	16	z	z	NOUN
esrj-63860	120	17	wgs	wgs	NOUN
esrj-63860	120	18	wgs	wgs	NOUN
esrj-63860	120	19	wg	wg	PROPN
esrj-63860	120	20			PROPN
esrj-63860	120	21			NOUN
esrj-63860	120	22			ADJ
esrj-63860	120	23			ADJ
esrj-63860	120	24			ADJ
esrj-63860	120	25			PROPN
esrj-63860	120	26			PROPN
esrj-63860	120	27			PROPN
esrj-63860	120	28			PROPN
esrj-63860	120	29			PROPN
esrj-63860	120	30	=	=	PUNCT
esrj-63860	120	31			PROPN
esrj-63860	120	32			NOUN
esrj-63860	120	33			ADJ
esrj-63860	120	34			ADJ
esrj-63860	120	35			ADJ
esrj-63860	120	36			PROPN
esrj-63860	120	37			PROPN
esrj-63860	120	38			PROPN
esrj-63860	120	39			PROPN
esrj-63860	120	40			PROPN
esrj-63860	120	41	⋅+η	⋅+η	VERB
esrj-63860	120	42	84	84	NUM
esrj-63860	120	43	84	84	NUM
esrj-63860	121	1	ss84	ss84	PROPN
esrj-63860	121	2			NOUN
esrj-63860	121	3			NOUN
esrj-63860	121	4			ADJ
esrj-63860	121	5			ADJ
esrj-63860	121	6			ADJ
esrj-63860	121	7			PROPN
esrj-63860	121	8			PROPN
esrj-63860	121	9			PROPN
esrj-63860	121	10			PROPN
esrj-63860	121	11			PROPN
esrj-63860	121	12	(	(	PUNCT
esrj-63860	121	13	1	1	NUM
esrj-63860	121	14	)	)	PUNCT
esrj-63860	121	15	where	where	SCONJ
esrj-63860	121	16	(	(	PUNCT
esrj-63860	121	17	x	x	X
esrj-63860	121	18	,	,	PUNCT
esrj-63860	121	19	y	y	PROPN
esrj-63860	121	20	,	,	PUNCT
esrj-63860	121	21	z)wgs84	z)wgs84	NUM
esrj-63860	121	22	and	and	CCONJ
esrj-63860	121	23	(	(	PUNCT
esrj-63860	121	24	x	x	X
esrj-63860	121	25	,	,	PUNCT
esrj-63860	121	26	y	y	PROPN
esrj-63860	121	27	,	,	PUNCT
esrj-63860	121	28	z)war	z)war	PROPN
esrj-63860	121	29	are	be	AUX
esrj-63860	121	30	the	the	DET
esrj-63860	121	31	respective	respective	ADJ
esrj-63860	121	32	rectangular	rectangular	ADJ
esrj-63860	121	33	coordinates	coordinate	NOUN
esrj-63860	121	34	for	for	ADP
esrj-63860	121	35	wgs84	wgs84	PROPN
esrj-63860	121	36	and	and	CCONJ
esrj-63860	121	37	war	war	NOUN
esrj-63860	121	38	office	office	NOUN
esrj-63860	121	39	1926	1926	NUM
esrj-63860	121	40	ellipsoid	ellipsoid	PROPN
esrj-63860	121	41	.	.	PUNCT
esrj-63860	122	1	the	the	DET
esrj-63860	122	2	(	(	PUNCT
esrj-63860	122	3	tx	tx	PROPN
esrj-63860	122	4	,	,	PUNCT
esrj-63860	122	5	ty	ty	INTJ
esrj-63860	122	6	,	,	PUNCT
esrj-63860	122	7	tz	tz	PROPN
esrj-63860	122	8	)	)	PUNCT
esrj-63860	122	9	are	be	AUX
esrj-63860	122	10	the	the	DET
esrj-63860	122	11	translations	translation	NOUN
esrj-63860	122	12	along	along	ADP
esrj-63860	122	13	x	x	NOUN
esrj-63860	122	14	,	,	PUNCT
esrj-63860	122	15	y	y	PROPN
esrj-63860	122	16	,	,	PUNCT
esrj-63860	122	17	z	z	NOUN
esrj-63860	122	18	-	-	PUNCT
esrj-63860	122	19	axes	axis	NOUN
esrj-63860	122	20	of	of	ADP
esrj-63860	122	21	the	the	DET
esrj-63860	122	22	two	two	NUM
esrj-63860	122	23	reference	reference	NOUN
esrj-63860	122	24	systems	system	NOUN
esrj-63860	122	25	,	,	PUNCT
esrj-63860	122	26	η	η	PROPN
esrj-63860	122	27	is	be	AUX
esrj-63860	122	28	the	the	DET
esrj-63860	122	29	scale	scale	NOUN
esrj-63860	122	30	factor	factor	NOUN
esrj-63860	122	31	and	and	CCONJ
esrj-63860	122	32	r	r	NOUN
esrj-63860	122	33	is	be	AUX
esrj-63860	122	34	the	the	DET
esrj-63860	122	35	total	total	ADJ
esrj-63860	122	36	rotation	rotation	NOUN
esrj-63860	122	37	matrix	matrix	NOUN
esrj-63860	122	38	,	,	PUNCT
esrj-63860	122	39	respectively	respectively	ADV
esrj-63860	122	40	.	.	PUNCT
esrj-63860	123	1	expansion	expansion	NOUN
esrj-63860	123	2	and	and	CCONJ
esrj-63860	123	3	simplification	simplification	NOUN
esrj-63860	123	4	of	of	ADP
esrj-63860	123	5	eq	eq	PROPN
esrj-63860	123	6	.	.	PUNCT
esrj-63860	124	1	(	(	PUNCT
esrj-63860	124	2	1	1	NUM
esrj-63860	124	3	)	)	PUNCT
esrj-63860	124	4	into	into	ADP
esrj-63860	124	5	least	least	ADJ
esrj-63860	124	6	squares	square	NOUN
esrj-63860	124	7	form	form	NOUN
esrj-63860	124	8	can	can	AUX
esrj-63860	124	9	be	be	AUX
esrj-63860	124	10	found	find	VERB
esrj-63860	124	11	in	in	ADP
esrj-63860	124	12	(	(	PUNCT
esrj-63860	124	13	deakin	deakin	PROPN
esrj-63860	124	14	,	,	PUNCT
esrj-63860	124	15	2006	2006	NUM
esrj-63860	124	16	)	)	PUNCT
esrj-63860	124	17	.	.	PUNCT
esrj-63860	125	1	in	in	ADP
esrj-63860	125	2	this	this	DET
esrj-63860	125	3	study	study	NOUN
esrj-63860	125	4	,	,	PUNCT
esrj-63860	125	5	the	the	DET
esrj-63860	125	6	total	total	ADJ
esrj-63860	125	7	least	least	ADJ
esrj-63860	125	8	squares	square	NOUN
esrj-63860	125	9	(	(	PUNCT
esrj-63860	125	10	tls	tls	PROPN
esrj-63860	125	11	)	)	PUNCT
esrj-63860	125	12	approach	approach	NOUN
esrj-63860	125	13	was	be	AUX
esrj-63860	125	14	used	use	VERB
esrj-63860	125	15	to	to	PART
esrj-63860	125	16	determine	determine	VERB
esrj-63860	125	17	the	the	DET
esrj-63860	125	18	unknown	unknown	ADJ
esrj-63860	125	19	transformation	transformation	NOUN
esrj-63860	125	20	parameters	parameter	NOUN
esrj-63860	125	21	.	.	PUNCT
esrj-63860	126	1	the	the	DET
esrj-63860	126	2	solution	solution	NOUN
esrj-63860	126	3	of	of	ADP
esrj-63860	126	4	the	the	DET
esrj-63860	126	5	tls	tls	PROPN
esrj-63860	126	6	was	be	AUX
esrj-63860	126	7	done	do	VERB
esrj-63860	126	8	using	use	VERB
esrj-63860	126	9	singular	singular	ADJ
esrj-63860	126	10	value	value	NOUN
esrj-63860	126	11	decomposition	decomposition	NOUN
esrj-63860	126	12	(	(	PUNCT
esrj-63860	126	13	svd	svd	PROPN
esrj-63860	126	14	)	)	PUNCT
esrj-63860	126	15	method	method	NOUN
esrj-63860	126	16	.	.	PUNCT
esrj-63860	127	1	here	here	ADV
esrj-63860	127	2	,	,	PUNCT
esrj-63860	127	3	the	the	DET
esrj-63860	127	4	svd	svd	PROPN
esrj-63860	127	5	was	be	AUX
esrj-63860	127	6	first	first	ADV
esrj-63860	127	7	applied	apply	VERB
esrj-63860	127	8	on	on	ADP
esrj-63860	127	9	the	the	DET
esrj-63860	127	10	augmented	augment	VERB
esrj-63860	127	11	matrix	matrix	NOUN
esrj-63860	127	12	[	[	X
esrj-63860	127	13	a	a	X
esrj-63860	127	14	:	:	PUNCT
esrj-63860	127	15	f	f	X
esrj-63860	127	16	]	]	X
esrj-63860	127	17	.	.	PUNCT
esrj-63860	128	1	here	here	ADV
esrj-63860	128	2	,	,	PUNCT
esrj-63860	128	3	a	a	PRON
esrj-63860	128	4	is	be	AUX
esrj-63860	128	5	the	the	DET
esrj-63860	128	6	design	design	NOUN
esrj-63860	128	7	matrix	matrix	NOUN
esrj-63860	128	8	and	and	CCONJ
esrj-63860	128	9	f	f	PROPN
esrj-63860	128	10	is	be	AUX
esrj-63860	128	11	the	the	DET
esrj-63860	128	12	observation	observation	NOUN
esrj-63860	128	13	matrix	matrix	NOUN
esrj-63860	128	14	.	.	PUNCT
esrj-63860	129	1	the	the	DET
esrj-63860	129	2	svd	svd	PROPN
esrj-63860	129	3	on	on	ADP
esrj-63860	129	4	augmented	augment	VERB
esrj-63860	129	5	matrix	matrix	NOUN
esrj-63860	129	6	[	[	X
esrj-63860	129	7	a	a	X
esrj-63860	129	8	:	:	PUNCT
esrj-63860	129	9	f	f	X
esrj-63860	129	10	]	]	X
esrj-63860	129	11	could	could	AUX
esrj-63860	129	12	be	be	AUX
esrj-63860	129	13	defined	define	VERB
esrj-63860	129	14	by	by	ADP
esrj-63860	129	15	equation	equation	NOUN
esrj-63860	129	16	2	2	NUM
esrj-63860	129	17	(	(	PUNCT
esrj-63860	129	18	golub	golub	NOUN
esrj-63860	129	19	and	and	CCONJ
esrj-63860	129	20	reinsch	reinsch	ADJ
esrj-63860	129	21	,	,	PUNCT
esrj-63860	129	22	1970	1970	NUM
esrj-63860	129	23	;	;	PUNCT
esrj-63860	129	24	van	van	PROPN
esrj-63860	129	25	huffel	huffel	NOUN
esrj-63860	129	26	and	and	CCONJ
esrj-63860	129	27	vandewalle	vandewalle	NOUN
esrj-63860	129	28	,	,	PUNCT
esrj-63860	129	29	1991	1991	NUM
esrj-63860	129	30	;	;	PUNCT
esrj-63860	129	31	markovsky	markovsky	PROPN
esrj-63860	129	32	and	and	CCONJ
esrj-63860	129	33	van	van	PROPN
esrj-63860	129	34	huffel	huffel	PROPN
esrj-63860	129	35	,	,	PUNCT
esrj-63860	129	36	2007	2007	NUM
esrj-63860	129	37	)	)	PUNCT
esrj-63860	129	38	as	as	ADP
esrj-63860	129	39	a	a	DET
esrj-63860	129	40	f	f	PROPN
esrj-63860	129	41	usvt	usvt	NOUN
esrj-63860	129	42	:	:	PUNCT
esrj-63860	129	43	[	[	PUNCT
esrj-63860	129	44	]	]	X
esrj-63860	129	45	=	=	SYM
esrj-63860	129	46	(	(	PUNCT
esrj-63860	129	47	2	2	NUM
esrj-63860	129	48	)	)	PUNCT
esrj-63860	129	49	where	where	SCONJ
esrj-63860	129	50	u	u	PRON
esrj-63860	129	51	u	u	X
esrj-63860	129	52	u	u	VERB
esrj-63860	129	53	u	u	X
esrj-63860	129	54	u	u	X
esrj-63860	129	55	u	u	X
esrj-63860	129	56	u	u	NOUN
esrj-63860	129	57	u	u	NOUN
esrj-63860	129	58	u	u	NOUN
esrj-63860	129	59	r	r	NOUN
esrj-63860	129	60	u	u	NOUN
esrj-63860	129	61	u	u	NOUN
esrj-63860	129	62	iu	iu	ADP
esrj-63860	129	63	n	n	ADV
esrj-63860	129	64	m	m	VERB
esrj-63860	129	65	i	i	PRON
esrj-63860	129	66	m	m	VERB
esrj-63860	129	67	t	t	NOUN
esrj-63860	129	68	mn	mn	PROPN
esrj-63860	130	1	=	=	PUNCT
esrj-63860	130	2	[	[	PUNCT
esrj-63860	130	3	]	]	X
esrj-63860	130	4	=	=	SYM
esrj-63860	130	5			NOUN
esrj-63860	130	6			NOUN
esrj-63860	130	7	=	=	PUNCT
esrj-63860	130	8	…	…	PUNCT
esrj-63860	130	9	[	[	PUNCT
esrj-63860	130	10	]	]	X
esrj-63860	130	11	∈	∈	PROPN
esrj-63860	130	12	=	=	SYM
esrj-63860	130	13	…	…	SYM
esrj-63860	130	14	+1	+1	NUM
esrj-63860	130	15	2	2	NUM
esrj-63860	130	16	1	1	NUM
esrj-63860	130	17	1	1	NUM
esrj-63860	130	18	2	2	NUM
esrj-63860	130	19	1	1	NUM
esrj-63860	130	20	:	:	PUNCT
esrj-63860	130	21	,	,	PUNCT
esrj-63860	130	22	,	,	PUNCT
esrj-63860	130	23	,	,	PUNCT
esrj-63860	130	24	,	,	PUNCT
esrj-63860	130	25	,	,	PUNCT
esrj-63860	130	26	,	,	PUNCT
esrj-63860	130	27	,	,	PUNCT
esrj-63860	130	28	;	;	PUNCT
esrj-63860	130	29	v	v	X
esrj-63860	130	30	v	v	NUM
esrj-63860	130	31	v	v	NUM
esrj-63860	130	32	v	v	NUM
esrj-63860	130	33	v	v	NUM
esrj-63860	130	34	v	v	NUM
esrj-63860	130	35	v	v	NOUN
esrj-63860	130	36	v	v	NOUN
esrj-63860	130	37	r	r	NOUN
esrj-63860	130	38	v	v	NOUN
esrj-63860	130	39	v	v	INTJ
esrj-63860	130	40	i	i	NOUN
esrj-63860	130	41	d	d	PROPN
esrj-63860	130	42	n	n	CCONJ
esrj-63860	130	43	n	n	PROPN
esrj-63860	130	44	d	d	PROPN
esrj-63860	130	45	n	n	PROPN
esrj-63860	130	46	d	d	NOUN
esrj-63860	130	47	i	i	PRON
esrj-63860	130	48	n	n	PROPN
esrj-63860	130	49	d	d	VERB
esrj-63860	130	50	t=	t=	PROPN
esrj-63860	130	51			PROPN
esrj-63860	130	52			NOUN
esrj-63860	130	53			VERB
esrj-63860	130	54			PROPN
esrj-63860	130	55			PROPN
esrj-63860	130	56			PROPN
esrj-63860	130	57	=	=	SYM
esrj-63860	130	58	…	…	PUNCT
esrj-63860	130	59	[	[	PUNCT
esrj-63860	130	60	]	]	X
esrj-63860	130	61	∈	∈	X
esrj-63860	131	1	=	=	SYM
esrj-63860	131	2	+	+	NUM
esrj-63860	131	3	+11	+11	ADJ
esrj-63860	131	4	12	12	NUM
esrj-63860	131	5	21	21	NUM
esrj-63860	131	6	22	22	NUM
esrj-63860	131	7	1	1	NUM
esrj-63860	131	8	,	,	PUNCT
esrj-63860	131	9	,	,	PUNCT
esrj-63860	131	10	,	,	PUNCT
esrj-63860	131	11	nn	nn	X
esrj-63860	131	12	d+	d+	X
esrj-63860	131	13	;	;	PUNCT
esrj-63860	131	14	s	s	AUX
esrj-63860	131	15	diag	diag	NOUN
esrj-63860	131	16	r	r	PROPN
esrj-63860	131	17	t	t	PROPN
esrj-63860	131	18	m	m	VERB
esrj-63860	131	19	n	n	PRON
esrj-63860	131	20	dn	dn	PROPN
esrj-63860	131	21	m	m	PROPN
esrj-63860	131	22	n	n	ADV
esrj-63860	131	23	d=	d=	ADJ
esrj-63860	131	24	∑	∑	NOUN
esrj-63860	131	25	∑	∑	ADP
esrj-63860	131	26			NOUN
esrj-63860	131	27			NOUN
esrj-63860	131	28			ADJ
esrj-63860	131	29			PROPN
esrj-63860	131	30			PROPN
esrj-63860	131	31			PROPN
esrj-63860	131	32	=	=	SYM
esrj-63860	131	33	…	…	PUNCT
esrj-63860	131	34	(	(	PUNCT
esrj-63860	131	35	)	)	PUNCT
esrj-63860	131	36	∈	∈	PROPN
esrj-63860	131	37	=	=	PUNCT
esrj-63860	131	38	{	{	PUNCT
esrj-63860	131	39	}	}	PUNCT
esrj-63860	131	40	+	+	CCONJ
esrj-63860	131	41	+	+	ADJ
esrj-63860	131	42	(	(	PUNCT
esrj-63860	131	43	)	)	SYM
esrj-63860	131	44	1	1	NUM
esrj-63860	131	45	2	2	NUM
esrj-63860	131	46	1	1	NUM
esrj-63860	131	47	1	1	NUM
esrj-63860	131	48	0	0	NUM
esrj-63860	131	49	0	0	NUM
esrj-63860	131	50	σ	σ	PROPN
esrj-63860	131	51	σ	σ	PROPN
esrj-63860	131	52	−×	−×	NOUN
esrj-63860	131	53	,	,	PUNCT
esrj-63860	131	54	,	,	PUNCT
esrj-63860	131	55	,	,	PUNCT
esrj-63860	131	56	min	min	PROPN
esrj-63860	131	57	,	,	PUNCT
esrj-63860	131	58	;	;	PUNCT
esrj-63860	131	59	∑	∑	PUNCT
esrj-63860	131	60	=	=	SYM
esrj-63860	131	61	…	…	PUNCT
esrj-63860	131	62	(	(	PUNCT
esrj-63860	131	63	)	)	PUNCT
esrj-63860	131	64	∈	∈	PROPN
esrj-63860	131	65	∑	∑	PUNCT
esrj-63860	131	66	=	=	SYM
esrj-63860	131	67	…	…	PUNCT
esrj-63860	131	68	(	(	PUNCT
esrj-63860	131	69	)	)	PUNCT
esrj-63860	131	70	∈+	∈+	PROPN
esrj-63860	131	71	+	+	CCONJ
esrj-63860	131	72	(	(	PUNCT
esrj-63860	131	73	)	)	PUNCT
esrj-63860	131	74	1	1	NUM
esrj-63860	131	75	1	1	NUM
esrj-63860	131	76	2	2	NUM
esrj-63860	131	77	1diag	1diag	NUM
esrj-63860	131	78	r	r	NOUN
esrj-63860	131	79	diag	diag	X
esrj-63860	131	80	rn	rn	PROPN
esrj-63860	131	81	n	n	PROPN
esrj-63860	131	82	m	m	VERB
esrj-63860	131	83	n	n	VERB
esrj-63860	131	84	n	n	PROPN
esrj-63860	131	85	t	t	PROPN
esrj-63860	131	86	m	m	VERB
esrj-63860	131	87	n	n	PROPN
esrj-63860	131	88	dσ	dσ	PROPN
esrj-63860	131	89	σ	σ	PROPN
esrj-63860	131	90	σ	σ	PROPN
esrj-63860	131	91	σ×	σ×	PROPN
esrj-63860	131	92	−	−	NOUN
esrj-63860	131	93	×	×	NOUN
esrj-63860	131	94	,	,	PUNCT
esrj-63860	131	95	,	,	PUNCT
esrj-63860	131	96	,	,	PUNCT
esrj-63860	131	97	,	,	PUNCT
esrj-63860	131	98	,	,	PUNCT
esrj-63860	131	99	,	,	PUNCT
esrj-63860	131	100	and	and	CCONJ
esrj-63860	131	101	σ	σ	PROPN
esrj-63860	131	102	≥	≥	NUM
esrj-63860	131	103	…	…	SYM
esrj-63860	131	104	≥σ	≥σ	NOUN
esrj-63860	131	105	≥1	≥1	PUNCT
esrj-63860	131	106	1	1	NUM
esrj-63860	131	107	0n+	0n+	NUM
esrj-63860	131	108	the	the	DET
esrj-63860	131	109	i	i	PROPN
esrj-63860	131	110	are	be	AUX
esrj-63860	131	111	the	the	DET
esrj-63860	131	112	singular	singular	ADJ
esrj-63860	131	113	values	value	NOUN
esrj-63860	131	114	of	of	ADP
esrj-63860	131	115	a	a	DET
esrj-63860	131	116	and	and	CCONJ
esrj-63860	131	117	[	[	X
esrj-63860	131	118	a	a	X
esrj-63860	131	119	:	:	PUNCT
esrj-63860	131	120	f	f	X
esrj-63860	131	121	]	]	X
esrj-63860	131	122	,	,	PUNCT
esrj-63860	131	123	and	and	CCONJ
esrj-63860	131	124	the	the	DET
esrj-63860	131	125	vectors	vector	NOUN
esrj-63860	131	126	ui	ui	PROPN
esrj-63860	131	127	and	and	CCONJ
esrj-63860	131	128	vi	vi	PROPN
esrj-63860	131	129	are	be	AUX
esrj-63860	131	130	the	the	DET
esrj-63860	131	131	ith	ith	PROPN
esrj-63860	131	132	left	leave	VERB
esrj-63860	131	133	and	and	CCONJ
esrj-63860	131	134	right	right	ADJ
esrj-63860	131	135	singular	singular	ADJ
esrj-63860	131	136	vector	vector	NOUN
esrj-63860	131	137	of	of	ADP
esrj-63860	131	138	a	a	PRON
esrj-63860	131	139	and	and	CCONJ
esrj-63860	131	140	[	[	X
esrj-63860	131	141	a	a	X
esrj-63860	131	142	:	:	PUNCT
esrj-63860	131	143	f	f	X
esrj-63860	131	144	]	]	X
esrj-63860	131	145	,	,	PUNCT
esrj-63860	131	146	respectively	respectively	ADV
esrj-63860	131	147	.	.	PUNCT
esrj-63860	132	1	a	a	DET
esrj-63860	132	2	tls	tls	NOUN
esrj-63860	132	3	solution	solution	NOUN
esrj-63860	132	4	exists	exist	VERB
esrj-63860	132	5	if	if	SCONJ
esrj-63860	132	6	and	and	CCONJ
esrj-63860	132	7	only	only	ADV
esrj-63860	132	8	if	if	SCONJ
esrj-63860	132	9	v22	v22	NOUN
esrj-63860	132	10	is	be	AUX
esrj-63860	132	11	non	non	ADJ
esrj-63860	132	12	-	-	ADJ
esrj-63860	132	13	singular	singular	ADJ
esrj-63860	132	14	and	and	CCONJ
esrj-63860	132	15	the	the	DET
esrj-63860	132	16	solution	solution	NOUN
esrj-63860	132	17	is	be	AUX
esrj-63860	132	18	unique	unique	ADJ
esrj-63860	132	19	if	if	SCONJ
esrj-63860	132	20	and	and	CCONJ
esrj-63860	132	21	only	only	ADV
esrj-63860	132	22	if	if	SCONJ
esrj-63860	132	23	σ	σ	PROPN
esrj-63860	132	24	≠σn	≠σn	PROPN
esrj-63860	132	25	n+1	n+1	PROPN
esrj-63860	132	26	.	.	PUNCT
esrj-63860	133	1	the	the	DET
esrj-63860	133	2	tls	tls	PROPN
esrj-63860	133	3	solution	solution	NOUN
esrj-63860	133	4	for	for	ADP
esrj-63860	133	5	the	the	DET
esrj-63860	133	6	unknown	unknown	ADJ
esrj-63860	133	7	parameters	parameter	NOUN
esrj-63860	133	8	was	be	AUX
esrj-63860	133	9	determined	determine	VERB
esrj-63860	133	10	using	use	VERB
esrj-63860	133	11	equation	equation	NOUN
esrj-63860	133	12	3	3	NUM
esrj-63860	133	13	.	.	PUNCT
esrj-63860	134	1	(	(	PUNCT
esrj-63860	134	2	3	3	X
esrj-63860	134	3	)	)	PUNCT
esrj-63860	134	4	the	the	DET
esrj-63860	134	5	corresponding	correspond	VERB
esrj-63860	134	6	tls	tls	PROPN
esrj-63860	134	7	correction	correction	NOUN
esrj-63860	134	8	matrix	matrix	NOUN
esrj-63860	134	9	∆ctls	∆ctl	NOUN
esrj-63860	134	10	(	(	PUNCT
esrj-63860	134	11	)	)	PUNCT
esrj-63860	134	12	is	be	AUX
esrj-63860	134	13	given	give	VERB
esrj-63860	134	14	by	by	ADP
esrj-63860	134	15	equation	equation	NOUN
esrj-63860	134	16	4	4	NUM
esrj-63860	134	17	as	as	ADP
esrj-63860	134	18	∆	∆	PROPN
esrj-63860	134	19	∆	∆	PROPN
esrj-63860	135	1	∆c	∆c	NOUN
esrj-63860	135	2	a	a	DET
esrj-63860	135	3	l	l	PROPN
esrj-63860	135	4	udiag	udiag	NOUN
esrj-63860	135	5	vtls	vtls	PROPN
esrj-63860	135	6	tls	tls	PROPN
esrj-63860	135	7	tls	tls	VERB
esrj-63860	135	8	t=	t=	PRON
esrj-63860	135	9	[	[	PUNCT
esrj-63860	135	10	]	]	X
esrj-63860	135	11	=	=	PUNCT
esrj-63860	135	12	∑	∑	PROPN
esrj-63860	135	13	(	(	PUNCT
esrj-63860	135	14	):	):	PUNCT
esrj-63860	135	15	,	,	PUNCT
esrj-63860	135	16			NOUN
esrj-63860	135	17	0	0	NUM
esrj-63860	135	18	2	2	NUM
esrj-63860	135	19	(	(	PUNCT
esrj-63860	135	20	4	4	NUM
esrj-63860	135	21	)	)	PUNCT
esrj-63860	135	22	figure	figure	NOUN
esrj-63860	135	23	1	1	NUM
esrj-63860	135	24	.	.	PUNCT
esrj-63860	136	1	study	study	NOUN
esrj-63860	136	2	area	area	NOUN
esrj-63860	136	3	:	:	PUNCT
esrj-63860	136	4	gnss	gnss	NOUN
esrj-63860	136	5	reference	reference	NOUN
esrj-63860	136	6	network	network	NOUN
esrj-63860	136	7	coverage	coverage	NOUN
esrj-63860	136	8	70	70	NUM
esrj-63860	136	9	yao	yao	PROPN
esrj-63860	136	10	yevenyo	yevenyo	PROPN
esrj-63860	136	11	ziggah	ziggah	PROPN
esrj-63860	136	12	,	,	PUNCT
esrj-63860	136	13	hu	hu	PROPN
esrj-63860	136	14	youjian	youjian	PROPN
esrj-63860	136	15	,	,	PUNCT
esrj-63860	136	16	alfonso	alfonso	PROPN
esrj-63860	136	17	rodrigo	rodrigo	PROPN
esrj-63860	136	18	tierra	tierra	PROPN
esrj-63860	136	19	,	,	PUNCT
esrj-63860	136	20	prosper	prosper	VERB
esrj-63860	136	21	basommi	basommi	ADJ
esrj-63860	136	22	laari	laari	PROPN
esrj-63860	136	23	radial	radial	ADJ
esrj-63860	136	24	basis	basis	NOUN
esrj-63860	136	25	function	function	NOUN
esrj-63860	136	26	neural	neural	ADJ
esrj-63860	136	27	network	network	NOUN
esrj-63860	136	28	the	the	DET
esrj-63860	136	29	basic	basic	ADJ
esrj-63860	136	30	radial	radial	ADJ
esrj-63860	136	31	basis	basis	NOUN
esrj-63860	136	32	function	function	NOUN
esrj-63860	136	33	neural	neural	ADJ
esrj-63860	136	34	network	network	NOUN
esrj-63860	136	35	(	(	PUNCT
esrj-63860	136	36	rbfnn	rbfnn	PROPN
esrj-63860	136	37	)	)	PUNCT
esrj-63860	136	38	structure	structure	NOUN
esrj-63860	136	39	consist	consist	NOUN
esrj-63860	136	40	of	of	ADP
esrj-63860	136	41	highly	highly	ADV
esrj-63860	136	42	interconnected	interconnected	ADJ
esrj-63860	136	43	neurons	neuron	NOUN
esrj-63860	136	44	arranged	arrange	VERB
esrj-63860	136	45	into	into	ADP
esrj-63860	136	46	three	three	NUM
esrj-63860	136	47	layers	layer	NOUN
esrj-63860	136	48	:	:	PUNCT
esrj-63860	136	49	input	input	NOUN
esrj-63860	136	50	,	,	PUNCT
esrj-63860	136	51	hidden	hidden	ADJ
esrj-63860	136	52	and	and	CCONJ
esrj-63860	136	53	output	output	NOUN
esrj-63860	136	54	layer	layer	NOUN
esrj-63860	136	55	respectively	respectively	ADV
esrj-63860	136	56	,	,	PUNCT
esrj-63860	136	57	as	as	SCONJ
esrj-63860	136	58	shown	show	VERB
esrj-63860	136	59	in	in	ADP
esrj-63860	136	60	figure	figure	NOUN
esrj-63860	136	61	2	2	NUM
esrj-63860	136	62	where	where	SCONJ
esrj-63860	136	63	(	(	PUNCT
esrj-63860	136	64	x1	x1	ADJ
esrj-63860	136	65	,	,	PUNCT
esrj-63860	136	66	x2	x2	PROPN
esrj-63860	136	67	,	,	PUNCT
esrj-63860	136	68	…	…	PUNCT
esrj-63860	136	69	,	,	PUNCT
esrj-63860	136	70	xi	xi	NUM
esrj-63860	136	71	)	)	PUNCT
esrj-63860	136	72	is	be	AUX
esrj-63860	136	73	the	the	DET
esrj-63860	136	74	input	input	NOUN
esrj-63860	136	75	layer	layer	NOUN
esrj-63860	136	76	data	datum	NOUN
esrj-63860	136	77	and	and	CCONJ
esrj-63860	136	78	(	(	PUNCT
esrj-63860	136	79	y1	y1	INTJ
esrj-63860	136	80	,	,	PUNCT
esrj-63860	136	81	…	…	PUNCT
esrj-63860	136	82	,	,	PUNCT
esrj-63860	136	83	yk	yk	PROPN
esrj-63860	136	84	)	)	PUNCT
esrj-63860	136	85	is	be	AUX
esrj-63860	136	86	the	the	DET
esrj-63860	136	87	output	output	NOUN
esrj-63860	136	88	layer	layer	NOUN
esrj-63860	136	89	target	target	NOUN
esrj-63860	136	90	.	.	PUNCT
esrj-63860	137	1	the	the	DET
esrj-63860	137	2	input	input	NOUN
esrj-63860	137	3	layer	layer	NOUN
esrj-63860	137	4	accepts	accept	VERB
esrj-63860	137	5	the	the	DET
esrj-63860	137	6	input	input	NOUN
esrj-63860	137	7	variables	variable	NOUN
esrj-63860	137	8	of	of	ADP
esrj-63860	137	9	the	the	DET
esrj-63860	137	10	problem	problem	NOUN
esrj-63860	137	11	to	to	PART
esrj-63860	137	12	be	be	AUX
esrj-63860	137	13	solved	solve	VERB
esrj-63860	137	14	and	and	CCONJ
esrj-63860	137	15	deliver	deliver	VERB
esrj-63860	137	16	straightforwardly	straightforwardly	ADV
esrj-63860	137	17	to	to	ADP
esrj-63860	137	18	the	the	DET
esrj-63860	137	19	hidden	hide	VERB
esrj-63860	137	20	layer	layer	NOUN
esrj-63860	137	21	without	without	ADP
esrj-63860	137	22	weighting	weight	VERB
esrj-63860	137	23	.	.	PUNCT
esrj-63860	138	1	the	the	DET
esrj-63860	138	2	obtained	obtain	VERB
esrj-63860	138	3	input	input	NOUN
esrj-63860	138	4	data	datum	NOUN
esrj-63860	138	5	in	in	ADP
esrj-63860	138	6	the	the	DET
esrj-63860	138	7	hidden	hide	VERB
esrj-63860	138	8	layer	layer	NOUN
esrj-63860	138	9	are	be	AUX
esrj-63860	138	10	then	then	ADV
esrj-63860	138	11	transformed	transform	VERB
esrj-63860	138	12	by	by	ADP
esrj-63860	138	13	weight	weight	NOUN
esrj-63860	138	14	multiplication	multiplication	NOUN
esrj-63860	138	15	and	and	CCONJ
esrj-63860	138	16	the	the	DET
esrj-63860	138	17	results	result	NOUN
esrj-63860	138	18	moved	move	VERB
esrj-63860	138	19	into	into	ADP
esrj-63860	138	20	a	a	DET
esrj-63860	138	21	nonlinear	nonlinear	ADJ
esrj-63860	138	22	system	system	NOUN
esrj-63860	138	23	by	by	ADP
esrj-63860	138	24	means	mean	NOUN
esrj-63860	138	25	of	of	ADP
esrj-63860	138	26	a	a	DET
esrj-63860	138	27	radial	radial	ADJ
esrj-63860	138	28	basis	basis	NOUN
esrj-63860	138	29	function	function	NOUN
esrj-63860	138	30	(	(	PUNCT
esrj-63860	138	31	rbf	rbf	PROPN
esrj-63860	138	32	)	)	PUNCT
esrj-63860	138	33	.	.	PUNCT
esrj-63860	139	1	the	the	DET
esrj-63860	139	2	most	most	ADV
esrj-63860	139	3	generic	generic	ADJ
esrj-63860	139	4	rbf	rbf	PROPN
esrj-63860	139	5	widely	widely	ADV
esrj-63860	139	6	used	use	VERB
esrj-63860	139	7	in	in	ADP
esrj-63860	139	8	rbfnn	rbfnn	NOUN
esrj-63860	139	9	known	know	VERB
esrj-63860	139	10	as	as	ADP
esrj-63860	139	11	the	the	DET
esrj-63860	139	12	gaussian	gaussian	ADJ
esrj-63860	139	13	function	function	NOUN
esrj-63860	139	14	was	be	AUX
esrj-63860	139	15	applied	apply	VERB
esrj-63860	139	16	in	in	ADP
esrj-63860	139	17	this	this	DET
esrj-63860	139	18	study	study	NOUN
esrj-63860	139	19	.	.	PUNCT
esrj-63860	140	1	this	this	DET
esrj-63860	140	2	type	type	NOUN
esrj-63860	140	3	of	of	ADP
esrj-63860	140	4	rbf	rbf	PROPN
esrj-63860	140	5	is	be	AUX
esrj-63860	140	6	highly	highly	ADV
esrj-63860	140	7	characterized	characterize	VERB
esrj-63860	140	8	by	by	ADP
esrj-63860	140	9	a	a	DET
esrj-63860	140	10	centre	centre	NOUN
esrj-63860	140	11	position	position	NOUN
esrj-63860	140	12	and	and	CCONJ
esrj-63860	140	13	a	a	DET
esrj-63860	140	14	width	width	ADJ
esrj-63860	140	15	parameter	parameter	NOUN
esrj-63860	140	16	which	which	PRON
esrj-63860	140	17	regulates	regulate	VERB
esrj-63860	140	18	the	the	DET
esrj-63860	140	19	amount	amount	NOUN
esrj-63860	140	20	of	of	ADP
esrj-63860	140	21	decrease	decrease	NOUN
esrj-63860	140	22	of	of	ADP
esrj-63860	140	23	the	the	DET
esrj-63860	140	24	function	function	NOUN
esrj-63860	140	25	during	during	ADP
esrj-63860	140	26	training	training	NOUN
esrj-63860	140	27	.	.	PUNCT
esrj-63860	141	1	the	the	DET
esrj-63860	141	2	gaussian	gaussian	ADJ
esrj-63860	141	3	function	function	NOUN
esrj-63860	141	4	(	(	PUNCT
esrj-63860	141	5	jain	jain	PROPN
esrj-63860	141	6	et	et	PROPN
esrj-63860	141	7	al	al	PROPN
esrj-63860	141	8	.	.	PROPN
esrj-63860	141	9	,	,	PUNCT
esrj-63860	141	10	2011	2011	NUM
esrj-63860	141	11	)	)	PUNCT
esrj-63860	141	12	is	be	AUX
esrj-63860	141	13	defined	define	VERB
esrj-63860	141	14	in	in	ADP
esrj-63860	141	15	equation	equation	NOUN
esrj-63860	141	16	5	5	NUM
esrj-63860	141	17	as	as	ADP
esrj-63860	141	18	,	,	PUNCT
esrj-63860	141	19	(	(	PUNCT
esrj-63860	141	20	5	5	NUM
esrj-63860	141	21	)	)	PUNCT
esrj-63860	141	22	where	where	SCONJ
esrj-63860	141	23	m	m	PROPN
esrj-63860	141	24	xi	xi	PROPN
esrj-63860	141	25	v	v	PROPN
esrj-63860	141	26	(	(	PUNCT
esrj-63860	141	27	)	)	PUNCT
esrj-63860	141	28	denote	denote	VERB
esrj-63860	141	29	the	the	DET
esrj-63860	141	30	hidden	hide	VERB
esrj-63860	141	31	layer	layer	NOUN
esrj-63860	141	32	output	output	NOUN
esrj-63860	141	33	value	value	NOUN
esrj-63860	141	34	of	of	ADP
esrj-63860	141	35	the	the	DET
esrj-63860	141	36	ith	ith	PROPN
esrj-63860	141	37	unit	unit	NOUN
esrj-63860	141	38	,	,	PUNCT
esrj-63860	141	39	h	h	PROPN
esrj-63860	141	40	is	be	AUX
esrj-63860	141	41	the	the	DET
esrj-63860	141	42	number	number	NOUN
esrj-63860	141	43	of	of	ADP
esrj-63860	141	44	rbf	rbf	PROPN
esrj-63860	141	45	units	unit	NOUN
esrj-63860	141	46	,	,	PUNCT
esrj-63860	141	47	x	x	SYM
esrj-63860	141	48	jv	jv	PROPN
esrj-63860	141	49	is	be	AUX
esrj-63860	141	50	the	the	DET
esrj-63860	141	51	jth	jth	PROPN
esrj-63860	141	52	variable	variable	NOUN
esrj-63860	141	53	of	of	ADP
esrj-63860	141	54	the	the	DET
esrj-63860	141	55	input	input	NOUN
esrj-63860	141	56	data	data	PROPN
esrj-63860	141	57	v	v	NOUN
esrj-63860	141	58	,	,	PUNCT
esrj-63860	141	59	is	be	AUX
esrj-63860	141	60	the	the	DET
esrj-63860	141	61	centric	centric	ADJ
esrj-63860	141	62	position	position	NOUN
esrj-63860	141	63	of	of	ADP
esrj-63860	141	64	ith	ith	PROPN
esrj-63860	141	65	rbf	rbf	PROPN
esrj-63860	141	66	unit	unit	NOUN
esrj-63860	141	67	for	for	ADP
esrj-63860	141	68	input	input	NOUN
esrj-63860	141	69	variable	variable	PROPN
esrj-63860	141	70	j	j	PROPN
esrj-63860	141	71	and	and	CCONJ
esrj-63860	141	72	i	i	PROPN
esrj-63860	141	73	is	be	AUX
esrj-63860	141	74	the	the	DET
esrj-63860	141	75	spread	spread	ADJ
esrj-63860	141	76	parameter	parameter	NOUN
esrj-63860	141	77	of	of	ADP
esrj-63860	141	78	ith	ith	PROPN
esrj-63860	141	79	rbf	rbf	PROPN
esrj-63860	141	80	unit	unit	PROPN
esrj-63860	141	81	.	.	PUNCT
esrj-63860	142	1	it	it	PRON
esrj-63860	142	2	should	should	AUX
esrj-63860	142	3	be	be	AUX
esrj-63860	142	4	noted	note	VERB
esrj-63860	142	5	that	that	SCONJ
esrj-63860	142	6	,	,	PUNCT
esrj-63860	142	7	in	in	ADP
esrj-63860	142	8	the	the	DET
esrj-63860	142	9	course	course	NOUN
esrj-63860	142	10	of	of	ADP
esrj-63860	142	11	rbfnn	rbfnn	NOUN
esrj-63860	142	12	training	training	NOUN
esrj-63860	142	13	,	,	PUNCT
esrj-63860	142	14	the	the	DET
esrj-63860	142	15	rbf	rbf	PROPN
esrj-63860	142	16	parameters	parameter	NOUN
esrj-63860	142	17	(	(	PUNCT
esrj-63860	142	18	eq	eq	NOUN
esrj-63860	142	19	.	.	PUNCT
esrj-63860	142	20	(	(	PUNCT
esrj-63860	142	21	5	5	NUM
esrj-63860	142	22	)	)	PUNCT
esrj-63860	142	23	)	)	PUNCT
esrj-63860	142	24	are	be	AUX
esrj-63860	142	25	optimized	optimize	VERB
esrj-63860	142	26	and	and	CCONJ
esrj-63860	142	27	determined	determine	VERB
esrj-63860	142	28	in	in	ADP
esrj-63860	142	29	a	a	DET
esrj-63860	142	30	threestep	threestep	NOUN
esrj-63860	142	31	procedure	procedure	NOUN
esrj-63860	142	32	.	.	PUNCT
esrj-63860	143	1	first	first	ADV
esrj-63860	143	2	,	,	PUNCT
esrj-63860	143	3	the	the	DET
esrj-63860	143	4	euclidean	euclidean	NOUN
esrj-63860	143	5	based	base	VERB
esrj-63860	143	6	clustering	clustering	NOUN
esrj-63860	143	7	technique	technique	NOUN
esrj-63860	143	8	is	be	AUX
esrj-63860	143	9	applied	apply	VERB
esrj-63860	143	10	to	to	PART
esrj-63860	143	11	determine	determine	VERB
esrj-63860	143	12	the	the	DET
esrj-63860	143	13	rbfs	rbfs	NOUN
esrj-63860	143	14	centres	centre	NOUN
esrj-63860	143	15	.	.	PUNCT
esrj-63860	144	1	the	the	DET
esrj-63860	144	2	spread	spread	ADJ
esrj-63860	144	3	parameters	parameter	NOUN
esrj-63860	144	4	are	be	AUX
esrj-63860	144	5	then	then	ADV
esrj-63860	144	6	calculated	calculate	VERB
esrj-63860	144	7	by	by	ADP
esrj-63860	144	8	the	the	DET
esrj-63860	144	9	nearest	near	ADJ
esrj-63860	144	10	neighbour	neighbour	ADJ
esrj-63860	144	11	method	method	NOUN
esrj-63860	144	12	.	.	PUNCT
esrj-63860	145	1	to	to	ADP
esrj-63860	145	2	this	this	DET
esrj-63860	145	3	end	end	NOUN
esrj-63860	145	4	,	,	PUNCT
esrj-63860	145	5	the	the	DET
esrj-63860	145	6	weights	weight	NOUN
esrj-63860	145	7	(	(	PUNCT
esrj-63860	145	8	w	w	NOUN
esrj-63860	145	9	)	)	PUNCT
esrj-63860	145	10	linking	link	VERB
esrj-63860	145	11	the	the	DET
esrj-63860	145	12	hidden	hide	VERB
esrj-63860	145	13	layer	layer	NOUN
esrj-63860	145	14	neurons	neuron	NOUN
esrj-63860	145	15	(	(	PUNCT
esrj-63860	145	16	rbf	rbf	PROPN
esrj-63860	145	17	units	unit	NOUN
esrj-63860	145	18	)	)	PUNCT
esrj-63860	145	19	and	and	CCONJ
esrj-63860	145	20	the	the	DET
esrj-63860	145	21	output	output	NOUN
esrj-63860	145	22	layer	layer	NOUN
esrj-63860	145	23	are	be	AUX
esrj-63860	145	24	estimated	estimate	VERB
esrj-63860	145	25	using	use	VERB
esrj-63860	145	26	a	a	DET
esrj-63860	145	27	linear	linear	ADJ
esrj-63860	145	28	regressor	regressor	NOUN
esrj-63860	145	29	.	.	PUNCT
esrj-63860	146	1	the	the	DET
esrj-63860	146	2	estimated	estimate	VERB
esrj-63860	146	3	output	output	NOUN
esrj-63860	146	4	layer	layer	NOUN
esrj-63860	146	5	results	result	NOUN
esrj-63860	146	6	for	for	ADP
esrj-63860	146	7	the	the	DET
esrj-63860	146	8	rbfnn	rbfnn	NOUN
esrj-63860	146	9	could	could	AUX
esrj-63860	146	10	be	be	AUX
esrj-63860	146	11	given	give	VERB
esrj-63860	146	12	by	by	ADP
esrj-63860	146	13	equation	equation	NOUN
esrj-63860	146	14	6	6	NUM
esrj-63860	146	15	as	as	ADP
esrj-63860	146	16	y	y	PROPN
esrj-63860	146	17	w	w	PROPN
esrj-63860	146	18	m	m	PROPN
esrj-63860	146	19	x	x	VERB
esrj-63860	146	20	wi	wi	PROPN
esrj-63860	147	1	i	i	PRON
esrj-63860	147	2	v	v	ADP
esrj-63860	147	3	o	o	X
esrj-63860	147	4	u	u	NOUN
esrj-63860	147	5	h	h	NOUN
esrj-63860	147	6	=	=	PRON
esrj-63860	147	7	(	(	PUNCT
esrj-63860	147	8	)	)	PUNCT
esrj-63860	148	1	+	+	PUNCT
esrj-63860	148	2	=	=	SYM
esrj-63860	148	3	∑	∑	SYM
esrj-63860	148	4	1	1	NUM
esrj-63860	148	5	,	,	PUNCT
esrj-63860	148	6	(	(	PUNCT
esrj-63860	148	7	6	6	NUM
esrj-63860	148	8	)	)	PUNCT
esrj-63860	148	9	where	where	SCONJ
esrj-63860	148	10	h	h	NOUN
esrj-63860	148	11	is	be	AUX
esrj-63860	148	12	the	the	DET
esrj-63860	148	13	number	number	NOUN
esrj-63860	148	14	of	of	ADP
esrj-63860	148	15	radial	radial	ADJ
esrj-63860	148	16	basis	basis	NOUN
esrj-63860	148	17	function	function	NOUN
esrj-63860	148	18	,	,	PUNCT
esrj-63860	148	19	wi	wi	PROPN
esrj-63860	148	20	is	be	AUX
esrj-63860	148	21	the	the	DET
esrj-63860	148	22	output	output	NOUN
esrj-63860	148	23	weight	weight	NOUN
esrj-63860	148	24	that	that	PRON
esrj-63860	148	25	matches	match	VERB
esrj-63860	148	26	to	to	ADP
esrj-63860	148	27	the	the	DET
esrj-63860	148	28	association	association	NOUN
esrj-63860	148	29	between	between	ADP
esrj-63860	148	30	a	a	DET
esrj-63860	148	31	hidden	hide	VERB
esrj-63860	148	32	node	node	NOUN
esrj-63860	148	33	and	and	CCONJ
esrj-63860	148	34	an	an	DET
esrj-63860	148	35	output	output	NOUN
esrj-63860	148	36	node	node	NOUN
esrj-63860	148	37	,	,	PUNCT
esrj-63860	148	38	while	while	SCONJ
esrj-63860	148	39	wo	will	AUX
esrj-63860	148	40	is	be	AUX
esrj-63860	148	41	the	the	DET
esrj-63860	148	42	bias	bias	NOUN
esrj-63860	148	43	.	.	PUNCT
esrj-63860	149	1	m	m	VERB
esrj-63860	149	2	xi	xi	ADP
esrj-63860	149	3	v	v	PROPN
esrj-63860	149	4	(	(	PUNCT
esrj-63860	149	5	)	)	PUNCT
esrj-63860	149	6	is	be	AUX
esrj-63860	149	7	defined	define	VERB
esrj-63860	149	8	in	in	ADP
esrj-63860	149	9	equation	equation	NOUN
esrj-63860	149	10	5	5	NUM
esrj-63860	149	11	.	.	PUNCT
esrj-63860	150	1	the	the	DET
esrj-63860	150	2	mean	mean	ADJ
esrj-63860	150	3	squared	square	VERB
esrj-63860	150	4	error	error	NOUN
esrj-63860	150	5	(	(	PUNCT
esrj-63860	150	6	mse	mse	NOUN
esrj-63860	150	7	)	)	PUNCT
esrj-63860	150	8	for	for	ADP
esrj-63860	150	9	the	the	DET
esrj-63860	150	10	vth	vth	NOUN
esrj-63860	150	11	data	data	NOUN
esrj-63860	150	12	is	be	AUX
esrj-63860	150	13	then	then	ADV
esrj-63860	150	14	estimated	estimate	VERB
esrj-63860	150	15	using	use	VERB
esrj-63860	150	16	equation	equation	NOUN
esrj-63860	150	17	7	7	NUM
esrj-63860	150	18	.	.	PUNCT
esrj-63860	150	19	mse	mse	PROPN
esrj-63860	150	20	y	y	PROPN
esrj-63860	150	21	v	v	PROPN
esrj-63860	150	22	y	y	PROPN
esrj-63860	150	23	va	va	PROPN
esrj-63860	150	24	t=	t=	PROPN
esrj-63860	150	25	(	(	PUNCT
esrj-63860	150	26	)	)	PUNCT
esrj-63860	150	27	(	(	PUNCT
esrj-63860	150	28	)	)	PUNCT
esrj-63860	150	29	(	(	PUNCT
esrj-63860	150	30	)	)	SYM
esrj-63860	150	31	1	1	NUM
esrj-63860	150	32	2	2	NUM
esrj-63860	150	33	2	2	NUM
esrj-63860	150	34			NOUN
esrj-63860	150	35	,	,	PUNCT
esrj-63860	150	36	(	(	PUNCT
esrj-63860	150	37	7	7	X
esrj-63860	150	38	)	)	PUNCT
esrj-63860	150	39	where	where	SCONJ
esrj-63860	150	40	y	y	PROPN
esrj-63860	150	41	va	va	PROPN
esrj-63860	150	42	(	(	PUNCT
esrj-63860	150	43	)	)	PUNCT
esrj-63860	150	44	and	and	CCONJ
esrj-63860	150	45	y	y	PROPN
esrj-63860	150	46	vt	vt	PROPN
esrj-63860	150	47	(	(	PUNCT
esrj-63860	150	48	)	)	PUNCT
esrj-63860	150	49	are	be	AUX
esrj-63860	150	50	the	the	DET
esrj-63860	150	51	actual	actual	ADJ
esrj-63860	150	52	output	output	NOUN
esrj-63860	150	53	and	and	CCONJ
esrj-63860	150	54	target	target	NOUN
esrj-63860	150	55	for	for	ADP
esrj-63860	150	56	the	the	DET
esrj-63860	150	57	vth	vth	NOUN
esrj-63860	150	58	data	datum	NOUN
esrj-63860	150	59	,	,	PUNCT
esrj-63860	150	60	respectively	respectively	ADV
esrj-63860	150	61	.	.	PUNCT
esrj-63860	151	1	repeat	repeat	VERB
esrj-63860	151	2	the	the	DET
esrj-63860	151	3	training	training	NOUN
esrj-63860	151	4	process	process	NOUN
esrj-63860	151	5	until	until	SCONJ
esrj-63860	151	6	the	the	DET
esrj-63860	151	7	rbfnn	rbfnn	NOUN
esrj-63860	151	8	reach	reach	VERB
esrj-63860	151	9	the	the	DET
esrj-63860	151	10	desired	desire	VERB
esrj-63860	151	11	error	error	NOUN
esrj-63860	151	12	value	value	NOUN
esrj-63860	151	13	.	.	PUNCT
esrj-63860	152	1	the	the	DET
esrj-63860	152	2	error	error	NOUN
esrj-63860	152	3	function	function	NOUN
esrj-63860	152	4	ek	ek	NOUN
esrj-63860	152	5	(	(	PUNCT
esrj-63860	152	6	)	)	PUNCT
esrj-63860	152	7	(	(	PUNCT
esrj-63860	152	8	jain	jain	PROPN
esrj-63860	152	9	et	et	PROPN
esrj-63860	152	10	al	al	PROPN
esrj-63860	152	11	.	.	PROPN
esrj-63860	152	12	,	,	PUNCT
esrj-63860	152	13	2011	2011	NUM
esrj-63860	152	14	)	)	PUNCT
esrj-63860	152	15	could	could	AUX
esrj-63860	152	16	be	be	AUX
esrj-63860	152	17	estimated	estimate	VERB
esrj-63860	152	18	using	use	VERB
esrj-63860	152	19	equation	equation	NOUN
esrj-63860	152	20	8	8	NUM
esrj-63860	152	21	.	.	PUNCT
esrj-63860	153	1	e	e	PROPN
esrj-63860	153	2	mse	mse	PROPN
esrj-63860	153	3	y	y	PROPN
esrj-63860	153	4	v	v	PROPN
esrj-63860	153	5	y	y	PROPN
esrj-63860	153	6	vk	vk	PROPN
esrj-63860	153	7	v	v	PROPN
esrj-63860	153	8	v	v	ADP
esrj-63860	153	9	a	a	DET
esrj-63860	153	10	t	t	NOUN
esrj-63860	153	11	v	v	NOUN
esrj-63860	153	12	v	v	NOUN
esrj-63860	153	13	=	=	SYM
esrj-63860	153	14	=	=	SYM
esrj-63860	153	15	(	(	PUNCT
esrj-63860	153	16	)	)	PUNCT
esrj-63860	153	17	(	(	PUNCT
esrj-63860	153	18	)	)	PUNCT
esrj-63860	153	19	(	(	PUNCT
esrj-63860	153	20	)	)	PUNCT
esrj-63860	153	21	=	=	PUNCT
esrj-63860	154	1	=	=	PUNCT
esrj-63860	154	2	∑	∑	PUNCT
esrj-63860	154	3	∑1	∑1	NOUN
esrj-63860	154	4	2	2	NUM
esrj-63860	154	5	1	1	NUM
esrj-63860	154	6	2	2	NUM
esrj-63860	154	7	1	1	NUM
esrj-63860	154	8	max	max	PROPN
esrj-63860	154	9	max	max	PROPN
esrj-63860	154	10			PROPN
esrj-63860	154	11	,	,	PUNCT
esrj-63860	154	12	(	(	PUNCT
esrj-63860	154	13	8)	8)	NUM
esrj-63860	154	14	where	where	SCONJ
esrj-63860	154	15	vmax	vmax	PROPN
esrj-63860	154	16	represents	represent	VERB
esrj-63860	154	17	the	the	DET
esrj-63860	154	18	total	total	ADJ
esrj-63860	154	19	number	number	NOUN
esrj-63860	154	20	of	of	ADP
esrj-63860	154	21	training	training	NOUN
esrj-63860	154	22	data	datum	NOUN
esrj-63860	154	23	.	.	PUNCT
esrj-63860	155	1	the	the	DET
esrj-63860	155	2	optimum	optimum	ADJ
esrj-63860	155	3	trained	train	VERB
esrj-63860	155	4	rbfnn	rbfnn	NOUN
esrj-63860	155	5	model	model	NOUN
esrj-63860	155	6	was	be	AUX
esrj-63860	155	7	then	then	ADV
esrj-63860	155	8	tested	test	VERB
esrj-63860	155	9	using	use	VERB
esrj-63860	155	10	a	a	DET
esrj-63860	155	11	test	test	NOUN
esrj-63860	155	12	data	datum	NOUN
esrj-63860	155	13	(	(	PUNCT
esrj-63860	155	14	untrained	untrained	ADJ
esrj-63860	155	15	)	)	PUNCT
esrj-63860	155	16	.	.	PUNCT
esrj-63860	156	1	it	it	PRON
esrj-63860	156	2	important	important	ADJ
esrj-63860	156	3	to	to	PART
esrj-63860	156	4	note	note	VERB
esrj-63860	156	5	that	that	SCONJ
esrj-63860	156	6	,	,	PUNCT
esrj-63860	156	7	in	in	ADP
esrj-63860	156	8	order	order	NOUN
esrj-63860	156	9	for	for	SCONJ
esrj-63860	156	10	us	we	PRON
esrj-63860	156	11	to	to	PART
esrj-63860	156	12	carry	carry	VERB
esrj-63860	156	13	out	out	ADP
esrj-63860	156	14	the	the	DET
esrj-63860	156	15	rbfnn	rbfnn	NOUN
esrj-63860	156	16	training	training	NOUN
esrj-63860	156	17	described	describe	VERB
esrj-63860	156	18	,	,	PUNCT
esrj-63860	156	19	both	both	CCONJ
esrj-63860	156	20	the	the	DET
esrj-63860	156	21	input	input	NOUN
esrj-63860	156	22	and	and	CCONJ
esrj-63860	156	23	output	output	NOUN
esrj-63860	156	24	data	datum	NOUN
esrj-63860	156	25	were	be	AUX
esrj-63860	156	26	first	first	ADV
esrj-63860	156	27	scaled	scale	VERB
esrj-63860	156	28	into	into	ADP
esrj-63860	156	29	the	the	DET
esrj-63860	156	30	interval	interval	NOUN
esrj-63860	156	31	[	[	X
esrj-63860	156	32	-1	-1	X
esrj-63860	156	33	,	,	PUNCT
esrj-63860	156	34	1	1	X
esrj-63860	156	35	]	]	PUNCT
esrj-63860	156	36	using	use	VERB
esrj-63860	156	37	equation	equation	NOUN
esrj-63860	156	38	9	9	NUM
esrj-63860	156	39	(	(	PUNCT
esrj-63860	156	40	mueller	mueller	NOUN
esrj-63860	156	41	and	and	CCONJ
esrj-63860	156	42	hemond	hemond	PROPN
esrj-63860	156	43	,	,	PUNCT
esrj-63860	156	44	2013	2013	NUM
esrj-63860	156	45	)	)	PUNCT
esrj-63860	156	46	.	.	PUNCT
esrj-63860	157	1	scaling	scale	VERB
esrj-63860	157	2	the	the	DET
esrj-63860	157	3	data	datum	NOUN
esrj-63860	157	4	set	set	VERB
esrj-63860	157	5	into	into	ADP
esrj-63860	157	6	a	a	DET
esrj-63860	157	7	bounded	bound	VERB
esrj-63860	157	8	interval	interval	NOUN
esrj-63860	157	9	gave	give	VERB
esrj-63860	157	10	constant	constant	ADJ
esrj-63860	157	11	variation	variation	NOUN
esrj-63860	157	12	in	in	ADP
esrj-63860	157	13	the	the	DET
esrj-63860	157	14	data	datum	NOUN
esrj-63860	157	15	and	and	CCONJ
esrj-63860	157	16	thus	thus	ADV
esrj-63860	157	17	improved	improve	VERB
esrj-63860	157	18	training	training	NOUN
esrj-63860	157	19	speed	speed	NOUN
esrj-63860	157	20	of	of	ADP
esrj-63860	157	21	the	the	DET
esrj-63860	157	22	network	network	NOUN
esrj-63860	157	23	.	.	PUNCT
esrj-63860	158	1	q	q	X
esrj-63860	159	1	q	q	X
esrj-63860	159	2	q	q	X
esrj-63860	159	3	q	q	PROPN
esrj-63860	159	4	b	b	PROPN
esrj-63860	159	5	b	b	PROPN
esrj-63860	159	6	b	b	PROPN
esrj-63860	159	7	bi	bi	NOUN
esrj-63860	159	8	i=	i=	PROPN
esrj-63860	159	9	+	+	CCONJ
esrj-63860	159	10	(	(	PUNCT
esrj-63860	159	11	)	)	PUNCT
esrj-63860	159	12	×	×	NOUN
esrj-63860	159	13	(	(	PUNCT
esrj-63860	159	14	)	)	PUNCT
esrj-63860	159	15	(	(	PUNCT
esrj-63860	159	16	)	)	PUNCT
esrj-63860	159	17	min	min	PROPN
esrj-63860	159	18	max	max	PROPN
esrj-63860	159	19	min	min	PROPN
esrj-63860	159	20	min	min	PROPN
esrj-63860	159	21	max	max	PROPN
esrj-63860	159	22	min	min	PROPN
esrj-63860	159	23			PROPN
esrj-63860	159	24			PROPN
esrj-63860	159	25			PROPN
esrj-63860	159	26	,	,	PUNCT
esrj-63860	159	27	(	(	PUNCT
esrj-63860	159	28	9	9	X
esrj-63860	159	29	)	)	PUNCT
esrj-63860	159	30	where	where	SCONJ
esrj-63860	159	31	qi	qi	PROPN
esrj-63860	159	32	represents	represent	VERB
esrj-63860	159	33	the	the	DET
esrj-63860	159	34	normalized	normalized	ADJ
esrj-63860	159	35	data	datum	NOUN
esrj-63860	159	36	,	,	PUNCT
esrj-63860	159	37	bi	bi	NOUN
esrj-63860	159	38	is	be	AUX
esrj-63860	159	39	the	the	DET
esrj-63860	159	40	measured	measured	ADJ
esrj-63860	159	41	coordinate	coordinate	NOUN
esrj-63860	159	42	values	value	NOUN
esrj-63860	159	43	,	,	PUNCT
esrj-63860	159	44	while	while	SCONJ
esrj-63860	159	45	bmin	bmin	PROPN
esrj-63860	159	46	and	and	CCONJ
esrj-63860	159	47	bmax	bmax	NOUN
esrj-63860	159	48	represents	represent	VERB
esrj-63860	159	49	the	the	DET
esrj-63860	159	50	minimum	minimum	ADJ
esrj-63860	159	51	and	and	CCONJ
esrj-63860	159	52	maximum	maximum	ADJ
esrj-63860	159	53	value	value	NOUN
esrj-63860	159	54	of	of	ADP
esrj-63860	159	55	the	the	DET
esrj-63860	159	56	measured	measure	VERB
esrj-63860	159	57	coordinates	coordinate	NOUN
esrj-63860	159	58	with	with	ADP
esrj-63860	159	59	qmax	qmax	NOUN
esrj-63860	159	60	and	and	CCONJ
esrj-63860	159	61	qmin	qmin	NOUN
esrj-63860	159	62	values	value	NOUN
esrj-63860	159	63	set	set	VERB
esrj-63860	159	64	at	at	ADP
esrj-63860	159	65	1	1	NUM
esrj-63860	159	66	and	and	CCONJ
esrj-63860	159	67	-1	-1	ADV
esrj-63860	159	68	,	,	PUNCT
esrj-63860	159	69	respectively	respectively	ADV
esrj-63860	159	70	.	.	PUNCT
esrj-63860	160	1	statistical	statistical	ADJ
esrj-63860	160	2	resampling	resampling	NOUN
esrj-63860	160	3	technique	technique	NOUN
esrj-63860	160	4	generalisation	generalisation	NOUN
esrj-63860	160	5	is	be	AUX
esrj-63860	160	6	a	a	DET
esrj-63860	160	7	generic	generic	ADJ
esrj-63860	160	8	operational	operational	ADJ
esrj-63860	160	9	procedure	procedure	NOUN
esrj-63860	160	10	use	use	NOUN
esrj-63860	160	11	to	to	PART
esrj-63860	160	12	assess	assess	VERB
esrj-63860	160	13	the	the	DET
esrj-63860	160	14	efficiency	efficiency	NOUN
esrj-63860	160	15	of	of	ADP
esrj-63860	160	16	developed	develop	VERB
esrj-63860	160	17	mathematical	mathematical	ADJ
esrj-63860	160	18	and	and	CCONJ
esrj-63860	160	19	statistical	statistical	ADJ
esrj-63860	160	20	models	model	NOUN
esrj-63860	160	21	.	.	PUNCT
esrj-63860	161	1	in	in	ADP
esrj-63860	161	2	common	common	ADJ
esrj-63860	161	3	terms	term	NOUN
esrj-63860	161	4	,	,	PUNCT
esrj-63860	161	5	generalisation	generalisation	NOUN
esrj-63860	161	6	is	be	AUX
esrj-63860	161	7	the	the	DET
esrj-63860	161	8	ability	ability	NOUN
esrj-63860	161	9	of	of	ADP
esrj-63860	161	10	a	a	DET
esrj-63860	161	11	model	model	NOUN
esrj-63860	161	12	to	to	PART
esrj-63860	161	13	correctly	correctly	ADV
esrj-63860	161	14	learn	learn	VERB
esrj-63860	161	15	the	the	DET
esrj-63860	161	16	significant	significant	ADJ
esrj-63860	161	17	parameters	parameter	NOUN
esrj-63860	161	18	of	of	ADP
esrj-63860	161	19	a	a	DET
esrj-63860	161	20	prediction	prediction	NOUN
esrj-63860	161	21	function	function	NOUN
esrj-63860	161	22	(	(	PUNCT
esrj-63860	161	23	training	training	NOUN
esrj-63860	161	24	set	set	NOUN
esrj-63860	161	25	)	)	PUNCT
esrj-63860	161	26	and	and	CCONJ
esrj-63860	161	27	predict	predict	VERB
esrj-63860	161	28	well	well	ADV
esrj-63860	161	29	on	on	ADP
esrj-63860	161	30	yet	yet	ADV
esrj-63860	161	31	unseen	unseen	ADJ
esrj-63860	161	32	data	datum	NOUN
esrj-63860	161	33	(	(	PUNCT
esrj-63860	161	34	testing	testing	NOUN
esrj-63860	161	35	data	datum	NOUN
esrj-63860	161	36	)	)	PUNCT
esrj-63860	161	37	(	(	PUNCT
esrj-63860	161	38	urolagin	urolagin	ADJ
esrj-63860	161	39	,	,	PUNCT
esrj-63860	161	40	2011	2011	NUM
esrj-63860	161	41	)	)	PUNCT
esrj-63860	161	42	.	.	PUNCT
esrj-63860	162	1	the	the	DET
esrj-63860	162	2	general	general	ADJ
esrj-63860	162	3	way	way	NOUN
esrj-63860	162	4	adopted	adopt	VERB
esrj-63860	162	5	in	in	ADP
esrj-63860	162	6	the	the	DET
esrj-63860	162	7	majority	majority	NOUN
esrj-63860	162	8	of	of	ADP
esrj-63860	162	9	research	research	NOUN
esrj-63860	162	10	works	work	NOUN
esrj-63860	162	11	relating	relate	VERB
esrj-63860	162	12	to	to	PART
esrj-63860	162	13	coordinate	coordinate	VERB
esrj-63860	162	14	transformation	transformation	NOUN
esrj-63860	162	15	for	for	ADP
esrj-63860	162	16	assessing	assess	VERB
esrj-63860	162	17	the	the	DET
esrj-63860	162	18	generalization	generalization	NOUN
esrj-63860	162	19	capability	capability	NOUN
esrj-63860	162	20	of	of	ADP
esrj-63860	162	21	a	a	DET
esrj-63860	162	22	model	model	NOUN
esrj-63860	162	23	is	be	AUX
esrj-63860	162	24	by	by	ADP
esrj-63860	162	25	using	use	VERB
esrj-63860	162	26	the	the	DET
esrj-63860	162	27	hold	hold	VERB
esrj-63860	162	28	-	-	PUNCT
esrj-63860	162	29	out	out	ADP
esrj-63860	162	30	cross	cross	ADJ
esrj-63860	162	31	-	-	ADJ
esrj-63860	162	32	validation	validation	ADJ
esrj-63860	162	33	technique	technique	NOUN
esrj-63860	162	34	(	(	PUNCT
esrj-63860	162	35	gullu	gullu	NOUN
esrj-63860	162	36	,	,	PUNCT
esrj-63860	162	37	2010	2010	NUM
esrj-63860	162	38	;	;	PUNCT
esrj-63860	162	39	lin	lin	PROPN
esrj-63860	162	40	and	and	CCONJ
esrj-63860	162	41	wang	wang	PROPN
esrj-63860	162	42	,	,	PUNCT
esrj-63860	162	43	2006	2006	NUM
esrj-63860	162	44	;	;	PUNCT
esrj-63860	162	45	mihalache	mihalache	PROPN
esrj-63860	162	46	,	,	PUNCT
esrj-63860	162	47	2012	2012	NUM
esrj-63860	162	48	;	;	PUNCT
esrj-63860	162	49	tierra	tierra	NOUN
esrj-63860	162	50	et	et	PROPN
esrj-63860	162	51	al	al	PROPN
esrj-63860	162	52	.	.	PROPN
esrj-63860	162	53	,	,	PUNCT
esrj-63860	162	54	2008	2008	NUM
esrj-63860	162	55	,	,	PUNCT
esrj-63860	162	56	2009	2009	NUM
esrj-63860	162	57	;	;	PUNCT
esrj-63860	162	58	tierra	tierra	NOUN
esrj-63860	162	59	and	and	CCONJ
esrj-63860	162	60	romero	romero	PROPN
esrj-63860	162	61	,	,	PUNCT
esrj-63860	162	62	2014	2014	NUM
esrj-63860	162	63	;	;	PUNCT
esrj-63860	162	64	turgut	turgut	PROPN
esrj-63860	162	65	,	,	PUNCT
esrj-63860	162	66	2010	2010	NUM
esrj-63860	162	67	;	;	PUNCT
esrj-63860	162	68	gullu	gullu	NOUN
esrj-63860	162	69	et	et	NOUN
esrj-63860	162	70	al	al	PROPN
esrj-63860	162	71	.	.	PROPN
esrj-63860	162	72	,	,	PUNCT
esrj-63860	162	73	2011	2011	NUM
esrj-63860	162	74	;	;	PUNCT
esrj-63860	162	75	yilmaz	yilmaz	NOUN
esrj-63860	162	76	and	and	CCONJ
esrj-63860	162	77	gullu	gullu	NOUN
esrj-63860	162	78	,	,	PUNCT
esrj-63860	162	79	2012	2012	NUM
esrj-63860	162	80	;	;	PUNCT
esrj-63860	162	81	zaletnyik	zaletnyik	PROPN
esrj-63860	162	82	,	,	PUNCT
esrj-63860	162	83	2004	2004	NUM
esrj-63860	162	84	;	;	PUNCT
esrj-63860	162	85	konakoğlu	konakoğlu	NOUN
esrj-63860	162	86	and	and	CCONJ
esrj-63860	162	87	gökalp	gökalp	NOUN
esrj-63860	162	88	,	,	PUNCT
esrj-63860	162	89	2016	2016	NUM
esrj-63860	162	90	;	;	PUNCT
esrj-63860	162	91	konakoğlu	konakoğlu	NOUN
esrj-63860	162	92	et	et	PROPN
esrj-63860	162	93	al	al	PROPN
esrj-63860	162	94	.	.	PROPN
esrj-63860	162	95	,	,	PUNCT
esrj-63860	162	96	2016	2016	NUM
esrj-63860	162	97	;	;	PUNCT
esrj-63860	162	98	elsayed	elsaye	VERB
esrj-63860	162	99	and	and	CCONJ
esrj-63860	162	100	ali	ali	PROPN
esrj-63860	162	101	,	,	PUNCT
esrj-63860	162	102	2016	2016	NUM
esrj-63860	162	103	;	;	PUNCT
esrj-63860	162	104	ziggah	ziggah	PROPN
esrj-63860	162	105	et	et	PROPN
esrj-63860	162	106	al	al	PROPN
esrj-63860	162	107	.	.	PROPN
esrj-63860	162	108	,	,	PUNCT
esrj-63860	162	109	2016	2016	NUM
esrj-63860	162	110	;	;	PUNCT
esrj-63860	162	111	ziggah	ziggah	PROPN
esrj-63860	162	112	et	et	PROPN
esrj-63860	162	113	al	al	PROPN
esrj-63860	162	114	.	.	PROPN
esrj-63860	162	115	,	,	PUNCT
esrj-63860	162	116	2017a	2017a	NUM
esrj-63860	162	117	)	)	PUNCT
esrj-63860	162	118	.	.	PUNCT
esrj-63860	163	1	however	however	ADV
esrj-63860	163	2	,	,	PUNCT
esrj-63860	163	3	as	as	SCONJ
esrj-63860	163	4	stated	state	VERB
esrj-63860	163	5	earlier	early	ADV
esrj-63860	163	6	(	(	PUNCT
esrj-63860	163	7	introductory	introductory	ADJ
esrj-63860	163	8	section	section	NOUN
esrj-63860	163	9	)	)	PUNCT
esrj-63860	163	10	,	,	PUNCT
esrj-63860	163	11	the	the	DET
esrj-63860	163	12	hold	hold	VERB
esrj-63860	163	13	-	-	PUNCT
esrj-63860	163	14	out	out	ADP
esrj-63860	163	15	cross	cross	ADJ
esrj-63860	163	16	-	-	ADJ
esrj-63860	163	17	validation	validation	ADJ
esrj-63860	163	18	method	method	NOUN
esrj-63860	163	19	has	have	VERB
esrj-63860	163	20	some	some	DET
esrj-63860	163	21	deficiencies	deficiency	NOUN
esrj-63860	163	22	to	to	PART
esrj-63860	163	23	be	be	AUX
esrj-63860	163	24	surmounted	surmount	VERB
esrj-63860	163	25	.	.	PUNCT
esrj-63860	164	1	therefore	therefore	ADV
esrj-63860	164	2	,	,	PUNCT
esrj-63860	164	3	a	a	DET
esrj-63860	164	4	solution	solution	NOUN
esrj-63860	164	5	to	to	ADP
esrj-63860	164	6	the	the	DET
esrj-63860	164	7	enumerated	enumerate	VERB
esrj-63860	164	8	problems	problem	NOUN
esrj-63860	164	9	has	have	AUX
esrj-63860	164	10	led	lead	VERB
esrj-63860	164	11	to	to	ADP
esrj-63860	164	12	the	the	DET
esrj-63860	164	13	usage	usage	NOUN
esrj-63860	164	14	of	of	ADP
esrj-63860	164	15	k	k	ADJ
esrj-63860	164	16	-	-	ADJ
esrj-63860	164	17	fold	fold	ADJ
esrj-63860	164	18	cross	cross	NOUN
esrj-63860	164	19	-	-	NOUN
esrj-63860	164	20	validation	validation	ADJ
esrj-63860	164	21	(	(	PUNCT
esrj-63860	164	22	kcv	kcv	PROPN
esrj-63860	164	23	)	)	PUNCT
esrj-63860	164	24	as	as	ADP
esrj-63860	164	25	an	an	DET
esrj-63860	164	26	alternative	alternative	ADJ
esrj-63860	164	27	way	way	NOUN
esrj-63860	164	28	to	to	PART
esrj-63860	164	29	estimate	estimate	VERB
esrj-63860	164	30	out	out	ADP
esrj-63860	164	31	-	-	PUNCT
esrj-63860	164	32	of	of	ADP
esrj-63860	164	33	-	-	PUNCT
esrj-63860	164	34	sample	sample	NOUN
esrj-63860	164	35	accuracy	accuracy	NOUN
esrj-63860	164	36	.	.	PUNCT
esrj-63860	165	1	the	the	DET
esrj-63860	165	2	kcv	kcv	NOUN
esrj-63860	165	3	is	be	AUX
esrj-63860	165	4	a	a	DET
esrj-63860	165	5	procedure	procedure	NOUN
esrj-63860	165	6	that	that	PRON
esrj-63860	165	7	employs	employ	VERB
esrj-63860	165	8	the	the	DET
esrj-63860	165	9	entire	entire	ADJ
esrj-63860	165	10	dataset	dataset	NOUN
esrj-63860	165	11	as	as	ADP
esrj-63860	165	12	training	training	NOUN
esrj-63860	165	13	and	and	CCONJ
esrj-63860	165	14	testing	testing	NOUN
esrj-63860	165	15	sets	set	NOUN
esrj-63860	165	16	(	(	PUNCT
esrj-63860	165	17	bengio	bengio	NOUN
esrj-63860	165	18	and	and	CCONJ
esrj-63860	165	19	grandvalet	grandvalet	NOUN
esrj-63860	165	20	,	,	PUNCT
esrj-63860	165	21	2004	2004	NUM
esrj-63860	165	22	)	)	PUNCT
esrj-63860	165	23	.	.	PUNCT
esrj-63860	166	1	by	by	ADP
esrj-63860	166	2	virtue	virtue	NOUN
esrj-63860	166	3	of	of	ADP
esrj-63860	166	4	using	use	VERB
esrj-63860	166	5	a	a	DET
esrj-63860	166	6	combination	combination	NOUN
esrj-63860	166	7	of	of	ADP
esrj-63860	166	8	more	more	ADJ
esrj-63860	166	9	tests	test	NOUN
esrj-63860	166	10	,	,	PUNCT
esrj-63860	166	11	a	a	DET
esrj-63860	166	12	stable	stable	ADJ
esrj-63860	166	13	estimate	estimate	NOUN
esrj-63860	166	14	of	of	ADP
esrj-63860	166	15	the	the	DET
esrj-63860	166	16	model	model	NOUN
esrj-63860	166	17	error	error	NOUN
esrj-63860	166	18	could	could	AUX
esrj-63860	166	19	be	be	AUX
esrj-63860	166	20	achieved	achieve	VERB
esrj-63860	166	21	(	(	PUNCT
esrj-63860	166	22	reitermanová	reitermanová	ADV
esrj-63860	166	23	,	,	PUNCT
esrj-63860	166	24	2010	2010	NUM
esrj-63860	166	25	)	)	PUNCT
esrj-63860	166	26	.	.	PUNCT
esrj-63860	167	1	this	this	PRON
esrj-63860	167	2	is	be	AUX
esrj-63860	167	3	because	because	SCONJ
esrj-63860	167	4	each	each	DET
esrj-63860	167	5	point	point	NOUN
esrj-63860	167	6	in	in	ADP
esrj-63860	167	7	the	the	DET
esrj-63860	167	8	entire	entire	ADJ
esrj-63860	167	9	dataset	dataset	NOUN
esrj-63860	167	10	will	will	AUX
esrj-63860	167	11	be	be	AUX
esrj-63860	167	12	in	in	ADP
esrj-63860	167	13	a	a	DET
esrj-63860	167	14	test	test	NOUN
esrj-63860	167	15	set	set	VERB
esrj-63860	167	16	just	just	ADV
esrj-63860	167	17	once	once	ADV
esrj-63860	167	18	,	,	PUNCT
esrj-63860	167	19	and	and	CCONJ
esrj-63860	167	20	will	will	AUX
esrj-63860	167	21	be	be	AUX
esrj-63860	167	22	in	in	ADP
esrj-63860	167	23	the	the	DET
esrj-63860	167	24	training	training	NOUN
esrj-63860	167	25	set	set	VERB
esrj-63860	167	26	the	the	DET
esrj-63860	167	27	number	number	NOUN
esrj-63860	167	28	of	of	ADP
esrj-63860	167	29	folds	fold	NOUN
esrj-63860	167	30	.	.	PUNCT
esrj-63860	168	1	hence	hence	ADV
esrj-63860	168	2	,	,	PUNCT
esrj-63860	168	3	for	for	ADP
esrj-63860	168	4	kcv	kcv	NOUN
esrj-63860	168	5	approach	approach	NOUN
esrj-63860	168	6	how	how	SCONJ
esrj-63860	168	7	the	the	DET
esrj-63860	168	8	entire	entire	ADJ
esrj-63860	168	9	dataset	dataset	NOUN
esrj-63860	168	10	is	be	AUX
esrj-63860	168	11	divided	divide	VERB
esrj-63860	168	12	is	be	AUX
esrj-63860	168	13	less	less	ADJ
esrj-63860	168	14	of	of	ADP
esrj-63860	168	15	a	a	DET
esrj-63860	168	16	concern	concern	NOUN
esrj-63860	168	17	as	as	ADP
esrj-63860	168	18	compared	compare	VERB
esrj-63860	168	19	with	with	ADP
esrj-63860	168	20	the	the	DET
esrj-63860	168	21	hold	hold	VERB
esrj-63860	168	22	-	-	PUNCT
esrj-63860	168	23	out	out	ADP
esrj-63860	168	24	approach	approach	NOUN
esrj-63860	168	25	.	.	PUNCT
esrj-63860	169	1	in	in	ADP
esrj-63860	169	2	the	the	DET
esrj-63860	169	3	kcv	kcv	NOUN
esrj-63860	169	4	method	method	NOUN
esrj-63860	169	5	,	,	PUNCT
esrj-63860	169	6	a	a	DET
esrj-63860	169	7	k	k	ADJ
esrj-63860	169	8	-	-	ADJ
esrj-63860	169	9	fold	fold	ADJ
esrj-63860	169	10	partition	partition	NOUN
esrj-63860	169	11	of	of	ADP
esrj-63860	169	12	the	the	DET
esrj-63860	169	13	entire	entire	ADJ
esrj-63860	169	14	dataset	dataset	NOUN
esrj-63860	169	15	is	be	AUX
esrj-63860	169	16	first	first	ADV
esrj-63860	169	17	carried	carry	VERB
esrj-63860	169	18	out	out	ADP
esrj-63860	169	19	.	.	PUNCT
esrj-63860	170	1	here	here	ADV
esrj-63860	170	2	,	,	PUNCT
esrj-63860	170	3	the	the	DET
esrj-63860	170	4	dataset	dataset	NOUN
esrj-63860	170	5	m	m	VERB
esrj-63860	170	6	is	be	AUX
esrj-63860	170	7	separated	separate	VERB
esrj-63860	170	8	into	into	ADP
esrj-63860	170	9	k	k	PROPN
esrj-63860	170	10	disjoint	disjoint	NOUN
esrj-63860	170	11	blocks	block	NOUN
esrj-63860	170	12	of	of	ADP
esrj-63860	170	13	approximately	approximately	ADV
esrj-63860	170	14	equal	equal	ADJ
esrj-63860	170	15	size	size	NOUN
esrj-63860	170	16	as	as	ADP
esrj-63860	170	17	the	the	DET
esrj-63860	170	18	target	target	NOUN
esrj-63860	170	19	data	datum	NOUN
esrj-63860	170	20	such	such	ADJ
esrj-63860	170	21	that	that	SCONJ
esrj-63860	170	22	m	m	VERB
esrj-63860	170	23	m	m	VERB
esrj-63860	171	1	i	i	VERB
esrj-63860	171	2	k	k	PROPN
esrj-63860	171	3	i=	i=	PROPN
esrj-63860	171	4	=	=	SYM
esrj-63860	171	5	1	1	NUM
esrj-63860	171	6			NOUN
esrj-63860	171	7	(	(	PUNCT
esrj-63860	171	8	konaté	konaté	PROPN
esrj-63860	171	9	et	et	PROPN
esrj-63860	171	10	al	al	PROPN
esrj-63860	171	11	.	.	PROPN
esrj-63860	171	12	,	,	PUNCT
esrj-63860	171	13	2015	2015	NUM
esrj-63860	171	14	)	)	PUNCT
esrj-63860	171	15	.	.	PUNCT
esrj-63860	172	1	subsequently	subsequently	ADV
esrj-63860	172	2	,	,	PUNCT
esrj-63860	172	3	for	for	ADP
esrj-63860	172	4	each	each	DET
esrj-63860	172	5	k	k	PROPN
esrj-63860	172	6	trials	trial	NOUN
esrj-63860	172	7	of	of	ADP
esrj-63860	172	8	cross	cross	NOUN
esrj-63860	172	9	validation	validation	NOUN
esrj-63860	172	10	the	the	DET
esrj-63860	172	11	union	union	PROPN
esrj-63860	172	12	of	of	ADP
esrj-63860	172	13	k-1	k-1	PROPN
esrj-63860	172	14	folds	fold	NOUN
esrj-63860	172	15	is	be	AUX
esrj-63860	172	16	used	use	VERB
esrj-63860	172	17	as	as	ADP
esrj-63860	172	18	training	training	NOUN
esrj-63860	172	19	data	datum	NOUN
esrj-63860	172	20	for	for	ADP
esrj-63860	172	21	model	model	NOUN
esrj-63860	172	22	development	development	NOUN
esrj-63860	172	23	while	while	SCONJ
esrj-63860	172	24	the	the	DET
esrj-63860	172	25	remaining	remain	VERB
esrj-63860	172	26	part	part	NOUN
esrj-63860	172	27	is	be	AUX
esrj-63860	172	28	used	use	VERB
esrj-63860	172	29	as	as	ADP
esrj-63860	172	30	the	the	DET
esrj-63860	172	31	testing	testing	NOUN
esrj-63860	172	32	data	datum	NOUN
esrj-63860	172	33	for	for	ADP
esrj-63860	172	34	the	the	DET
esrj-63860	172	35	resulting	result	VERB
esrj-63860	172	36	model	model	NOUN
esrj-63860	172	37	validation	validation	NOUN
esrj-63860	172	38	(	(	PUNCT
esrj-63860	172	39	stone	stone	NOUN
esrj-63860	172	40	,	,	PUNCT
esrj-63860	172	41	1974	1974	NUM
esrj-63860	172	42	)	)	PUNCT
esrj-63860	172	43	.	.	PUNCT
esrj-63860	173	1	in	in	ADP
esrj-63860	173	2	this	this	DET
esrj-63860	173	3	study	study	NOUN
esrj-63860	173	4	,	,	PUNCT
esrj-63860	173	5	the	the	DET
esrj-63860	173	6	k-1	k-1	PROPN
esrj-63860	173	7	disjoint	disjoint	PROPN
esrj-63860	173	8	set	set	PROPN
esrj-63860	173	9	was	be	AUX
esrj-63860	173	10	used	use	VERB
esrj-63860	173	11	to	to	PART
esrj-63860	173	12	train	train	VERB
esrj-63860	173	13	the	the	DET
esrj-63860	173	14	rbfnn	rbfnn	NOUN
esrj-63860	173	15	as	as	ADV
esrj-63860	173	16	well	well	ADV
esrj-63860	173	17	as	as	ADP
esrj-63860	173	18	to	to	PART
esrj-63860	173	19	determine	determine	VERB
esrj-63860	173	20	the	the	DET
esrj-63860	173	21	transformation	transformation	NOUN
esrj-63860	173	22	parameters	parameter	NOUN
esrj-63860	173	23	for	for	ADP
esrj-63860	173	24	the	the	DET
esrj-63860	173	25	bursa	bursa	NOUN
esrj-63860	173	26	-	-	PUNCT
esrj-63860	173	27	wolf	wolf	NOUN
esrj-63860	173	28	model	model	NOUN
esrj-63860	173	29	.	.	PUNCT
esrj-63860	174	1	the	the	DET
esrj-63860	174	2	remaining	remain	VERB
esrj-63860	174	3	subset	subset	NOUN
esrj-63860	174	4	acting	act	VERB
esrj-63860	174	5	as	as	SCONJ
esrj-63860	174	6	the	the	DET
esrj-63860	174	7	test	test	NOUN
esrj-63860	174	8	data	datum	NOUN
esrj-63860	174	9	was	be	AUX
esrj-63860	174	10	used	use	VERB
esrj-63860	174	11	to	to	PART
esrj-63860	174	12	validate	validate	VERB
esrj-63860	174	13	the	the	DET
esrj-63860	174	14	results	result	NOUN
esrj-63860	174	15	produced	produce	VERB
esrj-63860	174	16	by	by	ADP
esrj-63860	174	17	rbfnn	rbfnn	NOUN
esrj-63860	174	18	and	and	CCONJ
esrj-63860	174	19	bursa	bursa	NOUN
esrj-63860	174	20	-	-	PUNCT
esrj-63860	174	21	wolf	wolf	NOUN
esrj-63860	174	22	model	model	NOUN
esrj-63860	174	23	,	,	PUNCT
esrj-63860	174	24	respectively	respectively	ADV
esrj-63860	174	25	.	.	PUNCT
esrj-63860	175	1	this	this	DET
esrj-63860	175	2	k	k	ADJ
esrj-63860	175	3	-	-	ADJ
esrj-63860	175	4	fold	fold	ADJ
esrj-63860	175	5	methodology	methodology	NOUN
esrj-63860	175	6	was	be	AUX
esrj-63860	175	7	applied	apply	VERB
esrj-63860	175	8	to	to	ADP
esrj-63860	175	9	the	the	DET
esrj-63860	175	10	19	19	NUM
esrj-63860	175	11	co	co	ADJ
esrj-63860	175	12	-	-	ADJ
esrj-63860	175	13	located	locate	VERB
esrj-63860	175	14	points	point	NOUN
esrj-63860	175	15	(	(	PUNCT
esrj-63860	175	16	table	table	NOUN
esrj-63860	175	17	1	1	NUM
esrj-63860	175	18	)	)	PUNCT
esrj-63860	175	19	located	locate	VERB
esrj-63860	175	20	in	in	ADP
esrj-63860	175	21	the	the	DET
esrj-63860	175	22	golden	golden	ADJ
esrj-63860	175	23	triangle	triangle	NOUN
esrj-63860	175	24	(	(	PUNCT
esrj-63860	175	25	fig	fig	NOUN
esrj-63860	175	26	.	.	NOUN
esrj-63860	176	1	1	1	NUM
esrj-63860	176	2	)	)	PUNCT
esrj-63860	177	1	from	from	ADP
esrj-63860	177	2	the	the	DET
esrj-63860	177	3	land	land	NOUN
esrj-63860	177	4	administration	administration	NOUN
esrj-63860	177	5	project	project	NOUN
esrj-63860	177	6	.	.	PUNCT
esrj-63860	178	1	in	in	ADP
esrj-63860	178	2	practice	practice	NOUN
esrj-63860	178	3	,	,	PUNCT
esrj-63860	178	4	the	the	DET
esrj-63860	178	5	19	19	NUM
esrj-63860	178	6	common	common	ADJ
esrj-63860	178	7	points	point	NOUN
esrj-63860	178	8	was	be	AUX
esrj-63860	178	9	divided	divide	VERB
esrj-63860	178	10	into	into	ADP
esrj-63860	178	11	four	four	NUM
esrj-63860	178	12	disjoint	disjoint	NOUN
esrj-63860	178	13	subsets	subset	NOUN
esrj-63860	178	14	(	(	PUNCT
esrj-63860	178	15	four	four	NUM
esrj-63860	178	16	-	-	ADJ
esrj-63860	178	17	fold	fold	NOUN
esrj-63860	178	18	)	)	PUNCT
esrj-63860	178	19	as	as	SCONJ
esrj-63860	178	20	shown	show	VERB
esrj-63860	178	21	in	in	ADP
esrj-63860	178	22	table	table	NOUN
esrj-63860	178	23	1	1	NUM
esrj-63860	178	24	as	as	ADP
esrj-63860	178	25	subset	subset	NOUN
esrj-63860	178	26	1	1	NUM
esrj-63860	178	27	,	,	PUNCT
esrj-63860	178	28	2	2	NUM
esrj-63860	178	29	,	,	PUNCT
esrj-63860	178	30	3	3	NUM
esrj-63860	178	31	and	and	CCONJ
esrj-63860	178	32	4	4	NUM
esrj-63860	178	33	respectively	respectively	ADV
esrj-63860	178	34	.	.	PUNCT
esrj-63860	179	1	it	it	PRON
esrj-63860	179	2	can	can	AUX
esrj-63860	179	3	be	be	AUX
esrj-63860	179	4	seen	see	VERB
esrj-63860	179	5	from	from	ADP
esrj-63860	179	6	table	table	NOUN
esrj-63860	179	7	1	1	NUM
esrj-63860	179	8	that	that	PRON
esrj-63860	179	9	subsets	subset	VERB
esrj-63860	179	10	1	1	NUM
esrj-63860	179	11	to	to	PART
esrj-63860	179	12	3	3	NUM
esrj-63860	179	13	comprised	comprise	VERB
esrj-63860	179	14	of	of	ADP
esrj-63860	179	15	five	five	NUM
esrj-63860	179	16	common	common	ADJ
esrj-63860	179	17	points	point	NOUN
esrj-63860	179	18	,	,	PUNCT
esrj-63860	179	19	while	while	SCONJ
esrj-63860	179	20	subset	subset	VERB
esrj-63860	179	21	4	4	NUM
esrj-63860	179	22	consisted	consist	VERB
esrj-63860	179	23	of	of	ADP
esrj-63860	179	24	four	four	NUM
esrj-63860	179	25	data	datum	NOUN
esrj-63860	179	26	points	point	NOUN
esrj-63860	179	27	.	.	PUNCT
esrj-63860	180	1	after	after	ADP
esrj-63860	180	2	dividing	divide	VERB
esrj-63860	180	3	the	the	DET
esrj-63860	180	4	entire	entire	ADJ
esrj-63860	180	5	dataset	dataset	NOUN
esrj-63860	180	6	into	into	ADP
esrj-63860	180	7	fourfolds	fourfold	NOUN
esrj-63860	180	8	(	(	PUNCT
esrj-63860	180	9	table	table	NOUN
esrj-63860	180	10	1	1	NUM
esrj-63860	180	11	)	)	PUNCT
esrj-63860	180	12	,	,	PUNCT
esrj-63860	180	13	four	four	NUM
esrj-63860	180	14	models	model	NOUN
esrj-63860	180	15	were	be	AUX
esrj-63860	180	16	then	then	ADV
esrj-63860	180	17	built	build	VERB
esrj-63860	180	18	using	use	VERB
esrj-63860	180	19	each	each	DET
esrj-63860	180	20	subset	subset	NOUN
esrj-63860	180	21	.	.	PUNCT
esrj-63860	181	1	in	in	ADP
esrj-63860	181	2	this	this	DET
esrj-63860	181	3	process	process	NOUN
esrj-63860	181	4	,	,	PUNCT
esrj-63860	181	5	input	input	NOUN
esrj-63860	181	6	layer	layer	NOUN
esrj-63860	181	7	hidden	hide	VERB
esrj-63860	181	8	layer	layer	NOUN
esrj-63860	181	9	output	output	NOUN
esrj-63860	181	10	layer	layer	NOUN
esrj-63860	182	1	x1	x1	PROPN
esrj-63860	182	2	x2	x2	PROPN
esrj-63860	183	1	y1	y1	INTJ
esrj-63860	184	1	x3	x3	PROPN
esrj-63860	184	2	yk	yk	PROPN
esrj-63860	185	1	x	x	PUNCT
esrj-63860	185	2	i	i	NOUN
esrj-63860	185	3	1	1	NUM
esrj-63860	185	4	k	k	NOUN
esrj-63860	185	5	1	1	NUM
esrj-63860	185	6	2	2	NUM
esrj-63860	185	7	3	3	NUM
esrj-63860	185	8	i	i	NOUN
esrj-63860	185	9	1	1	NUM
esrj-63860	185	10	2	2	NUM
esrj-63860	185	11	3	3	NUM
esrj-63860	185	12	i	i	PRON
esrj-63860	185	13	figure	figure	VERB
esrj-63860	185	14	2	2	NUM
esrj-63860	185	15	.	.	NOUN
esrj-63860	185	16	rbfnn	rbfnn	NOUN
esrj-63860	185	17	representation	representation	NOUN
esrj-63860	185	18	71coordinate	71coordinate	NUM
esrj-63860	185	19	transformation	transformation	NOUN
esrj-63860	185	20	between	between	ADP
esrj-63860	185	21	global	global	ADJ
esrj-63860	185	22	and	and	CCONJ
esrj-63860	185	23	local	local	ADJ
esrj-63860	185	24	data	datum	NOUN
esrj-63860	185	25	based	base	VERB
esrj-63860	185	26	on	on	ADP
esrj-63860	185	27	artificial	artificial	ADJ
esrj-63860	185	28	neural	neural	ADJ
esrj-63860	185	29	network	network	NOUN
esrj-63860	185	30	with	with	ADP
esrj-63860	185	31	k	k	ADJ
esrj-63860	185	32	-	-	ADJ
esrj-63860	185	33	fold	fold	ADJ
esrj-63860	185	34	cross	cross	NOUN
esrj-63860	185	35	-	-	NOUN
esrj-63860	185	36	validation	validation	NOUN
esrj-63860	185	37	in	in	ADP
esrj-63860	185	38	ghana	ghana	PROPN
esrj-63860	185	39	table	table	NOUN
esrj-63860	185	40	1	1	NUM
esrj-63860	185	41	.	.	PUNCT
esrj-63860	185	42	co	co	VERB
esrj-63860	185	43	-	-	ADJ
esrj-63860	185	44	located	locate	VERB
esrj-63860	185	45	point	point	NOUN
esrj-63860	185	46	in	in	ADP
esrj-63860	185	47	the	the	DET
esrj-63860	185	48	ghana	ghana	PROPN
esrj-63860	185	49	geodetic	geodetic	ADJ
esrj-63860	185	50	reference	reference	NOUN
esrj-63860	185	51	network	network	NOUN
esrj-63860	185	52	showing	show	VERB
esrj-63860	185	53	k	k	ADJ
esrj-63860	185	54	-	-	ADJ
esrj-63860	185	55	fold	fold	ADJ
esrj-63860	185	56	partition	partition	NOUN
esrj-63860	185	57	(	(	PUNCT
esrj-63860	185	58	subset	subset	NOUN
esrj-63860	185	59	1	1	NUM
esrj-63860	185	60	,	,	PUNCT
esrj-63860	185	61	2	2	NUM
esrj-63860	185	62	,	,	PUNCT
esrj-63860	185	63	3	3	NUM
esrj-63860	185	64	and	and	CCONJ
esrj-63860	185	65	4	4	NUM
esrj-63860	185	66	)	)	PUNCT
esrj-63860	185	67	.	.	PUNCT
esrj-63860	186	1	the	the	DET
esrj-63860	186	2	wgs84	wgs84	PROPN
esrj-63860	186	3	coordinates	coordinate	VERB
esrj-63860	186	4	for	for	ADP
esrj-63860	186	5	longitude	longitude	NOUN
esrj-63860	186	6	,	,	PUNCT
esrj-63860	186	7	latitude	latitude	NOUN
esrj-63860	186	8	and	and	CCONJ
esrj-63860	186	9	ellipsoid	ellipsoid	PROPN
esrj-63860	186	10	height	height	NOUN
esrj-63860	186	11	are	be	AUX
esrj-63860	186	12	represented	represent	VERB
esrj-63860	186	13	as	as	ADP
esrj-63860	186	14	wgs	wgs	NOUN
esrj-63860	186	15	long	long	ADJ
esrj-63860	186	16	,	,	PUNCT
esrj-63860	186	17	wgs	wgs	NOUN
esrj-63860	186	18	lat	lat	INTJ
esrj-63860	186	19	in	in	ADP
esrj-63860	186	20	decimal	decimal	ADJ
esrj-63860	186	21	degree	degree	NOUN
esrj-63860	186	22	unit	unit	NOUN
esrj-63860	186	23	and	and	CCONJ
esrj-63860	186	24	wgs	wgs	NOUN
esrj-63860	186	25	hght	hght	NOUN
esrj-63860	186	26	in	in	ADP
esrj-63860	186	27	meters	meter	NOUN
esrj-63860	186	28	.	.	PUNCT
esrj-63860	187	1	war	war	NOUN
esrj-63860	187	2	long	long	ADV
esrj-63860	187	3	,	,	PUNCT
esrj-63860	187	4	war	war	NOUN
esrj-63860	187	5	lat	lat	PROPN
esrj-63860	187	6	,	,	PUNCT
esrj-63860	187	7	war	war	NOUN
esrj-63860	187	8	hght	hght	NOUN
esrj-63860	187	9	are	be	AUX
esrj-63860	187	10	the	the	DET
esrj-63860	187	11	corresponding	corresponding	ADJ
esrj-63860	187	12	coordinates	coordinate	NOUN
esrj-63860	187	13	on	on	ADP
esrj-63860	187	14	the	the	DET
esrj-63860	187	15	war	war	NOUN
esrj-63860	187	16	office	office	PROPN
esrj-63860	187	17	1926	1926	NUM
esrj-63860	187	18	ellipsoid	ellipsoid	PROPN
esrj-63860	187	19	.	.	PUNCT
esrj-63860	188	1	point	point	NOUN
esrj-63860	188	2	i	i	PROPN
esrj-63860	188	3	d	d	PROPN
esrj-63860	188	4	subset	subset	VERB
esrj-63860	188	5	wgs	wgs	NOUN
esrj-63860	188	6	long	long	ADJ
esrj-63860	188	7	(	(	PUNCT
esrj-63860	188	8	degree	degree	NOUN
esrj-63860	188	9	)	)	PUNCT
esrj-63860	188	10	wgs	wgs	NOUN
esrj-63860	188	11	lat	lat	PROPN
esrj-63860	188	12	(	(	PUNCT
esrj-63860	188	13	degree	degree	NOUN
esrj-63860	188	14	)	)	PUNCT
esrj-63860	188	15	wgs	wgs	NOUN
esrj-63860	188	16	hght	hght	ADJ
esrj-63860	188	17	(	(	PUNCT
esrj-63860	188	18	metre	metre	NOUN
esrj-63860	188	19	)	)	PUNCT
esrj-63860	188	20	war	war	NOUN
esrj-63860	188	21	long	long	ADJ
esrj-63860	188	22	(	(	PUNCT
esrj-63860	188	23	degree	degree	NOUN
esrj-63860	188	24	)	)	PUNCT
esrj-63860	188	25	war	war	NOUN
esrj-63860	188	26	lat	lat	PROPN
esrj-63860	188	27	(	(	PUNCT
esrj-63860	188	28	degree	degree	NOUN
esrj-63860	188	29	)	)	PUNCT
esrj-63860	188	30	war	war	NOUN
esrj-63860	188	31	hght	hght	NOUN
esrj-63860	188	32	(	(	PUNCT
esrj-63860	188	33	metre	metre	NOUN
esrj-63860	188	34	)	)	PUNCT
esrj-63860	188	35	pt1	pt1	PROPN
esrj-63860	188	36	1	1	NUM
esrj-63860	188	37	-0.423560	-0.423560	NOUN
esrj-63860	188	38	5.460090	5.460090	NUM
esrj-63860	188	39	78.2744	78.2744	NUM
esrj-63860	188	40	-0.423846	-0.423846	NOUN
esrj-63860	189	1	5.457304	5.457304	NUM
esrj-63860	189	2	82.0662	82.0662	NUM
esrj-63860	189	3	pt2	pt2	NOUN
esrj-63860	189	4	-0.559317	-0.559317	NOUN
esrj-63860	190	1	5.625798	5.625798	NUM
esrj-63860	190	2	304.9379	304.9379	NUM
esrj-63860	190	3	-0.559597	-0.559597	NOUN
esrj-63860	190	4	5.623015	5.623015	NUM
esrj-63860	190	5	307.9119	307.9119	NUM
esrj-63860	190	6	pt3	pt3	NOUN
esrj-63860	190	7	-1.501102	-1.501102	NOUN
esrj-63860	190	8	5.455087	5.455087	NUM
esrj-63860	190	9	275.1437	275.1437	NUM
esrj-63860	190	10	-1.501354	-1.501354	NOUN
esrj-63860	190	11	5.452274	5.452274	NUM
esrj-63860	190	12	279.5252	279.5252	NUM
esrj-63860	190	13	pt4	pt4	PROPN
esrj-63860	190	14	-0.734406	-0.734406	NOUN
esrj-63860	190	15	5.282744	5.282744	NUM
esrj-63860	190	16	83.4515	83.4515	NUM
esrj-63860	190	17	-0.734678	-0.734678	VERB
esrj-63860	190	18	5.279958	5.279958	NUM
esrj-63860	190	19	88.3693	88.3693	NUM
esrj-63860	190	20	pt5	pt5	NOUN
esrj-63860	190	21	-0.121995	-0.121995	NOUN
esrj-63860	191	1	5.939034	5.939034	NUM
esrj-63860	191	2	524.5492	524.5492	NUM
esrj-63860	191	3	-0.122291	-0.122291	NOUN
esrj-63860	191	4	5.936247	5.936247	NUM
esrj-63860	191	5	525.5954	525.5954	NUM
esrj-63860	191	6	pt6	pt6	PROPN
esrj-63860	191	7	2	2	NUM
esrj-63860	191	8	-1.033307	-1.033307	NOUN
esrj-63860	191	9	6.372118	6.372118	NUM
esrj-63860	191	10	492.5083	492.5083	NUM
esrj-63860	191	11	-1.033574	-1.033574	NOUN
esrj-63860	191	12	6.369342	6.369342	NUM
esrj-63860	191	13	491.7309	491.7309	NUM
esrj-63860	191	14	pt7	pt7	NUM
esrj-63860	191	15	-1.286211	-1.286211	PUNCT
esrj-63860	192	1	6.053792	6.053792	NUM
esrj-63860	192	2	437.6990	437.6990	NUM
esrj-63860	192	3	-1.286464	-1.286464	NOUN
esrj-63860	192	4	6.051007	6.051007	NUM
esrj-63860	192	5	438.7549	438.7549	NUM
esrj-63860	192	6	pt8	pt8	NOUN
esrj-63860	192	7	-0.729705	-0.729705	NOUN
esrj-63860	193	1	5.943107	5.943107	NUM
esrj-63860	193	2	311.0926	311.0926	NUM
esrj-63860	193	3	-0.729978	-0.729978	NOUN
esrj-63860	193	4	5.940331	5.940331	NUM
esrj-63860	193	5	312.4534	312.4534	NUM
esrj-63860	193	6	pt9	pt9	PROPN
esrj-63860	193	7	-0.765572	-0.765572	PUNCT
esrj-63860	194	1	6.575797	6.575797	NUM
esrj-63860	194	2	782.2084	782.2084	NUM
esrj-63860	194	3	-0.765843	-0.765843	VERB
esrj-63860	194	4	6.573035	6.573035	NUM
esrj-63860	194	5	780.2024	780.2024	NUM
esrj-63860	194	6	pt10	pt10	PROPN
esrj-63860	194	7	-0.748904	-0.748904	VERB
esrj-63860	194	8	6.128197	6.128197	NUM
esrj-63860	194	9	327.0218	327.0218	NUM
esrj-63860	194	10	-0.749175	-0.749175	NOUN
esrj-63860	194	11	6.125418	6.125418	NUM
esrj-63860	194	12	327.4004	327.4004	NUM
esrj-63860	194	13	pt11	pt11	PROPN
esrj-63860	194	14	3	3	NUM
esrj-63860	194	15	-1.164663	-1.164663	NOUN
esrj-63860	195	1	6.571357	6.571357	NUM
esrj-63860	195	2	615.7568	615.7568	NUM
esrj-63860	195	3	-1.164932	-1.164932	NOUN
esrj-63860	195	4	6.568592	6.568592	NUM
esrj-63860	195	5	613.9824	613.9824	NUM
esrj-63860	195	6	pt12	pt12	PROPN
esrj-63860	195	7	-1.925156	-1.925156	PROPN
esrj-63860	195	8	6.484775	6.484775	NUM
esrj-63860	195	9	643.5756	643.5756	NUM
esrj-63860	195	10	-1.925406	-1.925406	VERB
esrj-63860	195	11	6.482004	6.482004	NUM
esrj-63860	195	12	642.6334	642.6334	NUM
esrj-63860	195	13	pt13	pt13	PROPN
esrj-63860	195	14	-1.630465	-1.630465	NOUN
esrj-63860	196	1	7.235861	7.235861	NUM
esrj-63860	196	2	536.0062	536.0062	NUM
esrj-63860	196	3	-1.630717	-1.630717	NOUN
esrj-63860	197	1	7.233129	7.233129	NUM
esrj-63860	197	2	530.9264	530.9264	NUM
esrj-63860	197	3	pt14	pt14	PROPN
esrj-63860	197	4	-2.016758	-2.016758	VERB
esrj-63860	197	5	6.912480	6.912480	NUM
esrj-63860	197	6	560.8285	560.8285	NUM
esrj-63860	197	7	-2.017006	-2.017006	NOUN
esrj-63860	197	8	6.909735	6.909735	NUM
esrj-63860	197	9	557.6481	557.6481	NUM
esrj-63860	197	10	pt15	pt15	PROPN
esrj-63860	197	11	-1.445338	-1.445338	VERB
esrj-63860	198	1	6.992209	6.992209	NUM
esrj-63860	198	2	620.9316	620.9316	NUM
esrj-63860	198	3	-1.445591	-1.445591	ADJ
esrj-63860	198	4	6.989461	6.989461	NUM
esrj-63860	198	5	617.0558	617.0558	NUM
esrj-63860	199	1	pt16	pt16	PROPN
esrj-63860	199	2	4	4	NUM
esrj-63860	199	3	-1.743418	-1.743418	NOUN
esrj-63860	199	4	6.846344	6.846344	NUM
esrj-63860	199	5	417.0231	417.0231	NUM
esrj-63860	199	6	-1.743673	-1.743673	NOUN
esrj-63860	200	1	6.843595	6.843595	NUM
esrj-63860	200	2	414.0673	414.0673	NUM
esrj-63860	200	3	pt17	pt17	PROPN
esrj-63860	200	4	-1.411897	-1.411897	VERB
esrj-63860	200	5	6.556916	6.556916	NUM
esrj-63860	200	6	503.7124	503.7124	NUM
esrj-63860	200	7	-1.412161	-1.412161	VERB
esrj-63860	200	8	6.554147	6.554147	NUM
esrj-63860	200	9	502.1391	502.1391	NUM
esrj-63860	200	10	pt18	pt18	PROPN
esrj-63860	200	11	-1.694831	-1.694831	VERB
esrj-63860	200	12	6.471558	6.471558	NUM
esrj-63860	200	13	472.1430	472.1430	NUM
esrj-63860	200	14	-1.695085	-1.695085	NOUN
esrj-63860	200	15	6.468791	6.468791	NUM
esrj-63860	200	16	471.1630	471.1630	NUM
esrj-63860	200	17	pt19	pt19	PROPN
esrj-63860	200	18	-1.966153	-1.966153	VERB
esrj-63860	200	19	5.849618	5.849618	NUM
esrj-63860	200	20	399.3477	399.3477	NUM
esrj-63860	200	21	-1.966403	-1.966403	ADP
esrj-63860	200	22	5.846824	5.846824	NUM
esrj-63860	200	23	401.8272	401.8272	NUM
esrj-63860	200	24	table	table	NOUN
esrj-63860	200	25	2	2	NUM
esrj-63860	200	26	four	four	NUM
esrj-63860	200	27	-	-	ADJ
esrj-63860	200	28	fold	fold	ADJ
esrj-63860	200	29	cross	cross	ADJ
esrj-63860	200	30	-	-	ADJ
esrj-63860	200	31	validation	validation	ADJ
esrj-63860	200	32	technique	technique	NOUN
esrj-63860	200	33	structure	structure	NOUN
esrj-63860	200	34	number	number	NOUN
esrj-63860	200	35	of	of	ADP
esrj-63860	200	36	common	common	ADJ
esrj-63860	200	37	points	point	NOUN
esrj-63860	200	38	per	per	ADP
esrj-63860	200	39	subset	subset	ADJ
esrj-63860	200	40	first	first	ADJ
esrj-63860	200	41	trial	trial	NOUN
esrj-63860	200	42	second	second	ADJ
esrj-63860	200	43	trial	trial	NOUN
esrj-63860	200	44	third	third	ADJ
esrj-63860	200	45	trial	trial	NOUN
esrj-63860	200	46	fourth	fourth	ADJ
esrj-63860	200	47	trial	trial	NOUN
esrj-63860	200	48	subset	subset	VERB
esrj-63860	200	49	1	1	NUM
esrj-63860	200	50	subset	subset	NOUN
esrj-63860	200	51	2	2	NUM
esrj-63860	200	52	subset	subset	NOUN
esrj-63860	200	53	3	3	NUM
esrj-63860	200	54	subset	subset	NOUN
esrj-63860	200	55	4	4	NUM
esrj-63860	200	56	5	5	NUM
esrj-63860	200	57	testing	testing	NOUN
esrj-63860	200	58	training	training	NOUN
esrj-63860	200	59	training	training	NOUN
esrj-63860	200	60	training	train	VERB
esrj-63860	200	61	5	5	NUM
esrj-63860	200	62	training	training	NOUN
esrj-63860	200	63	testing	testing	NOUN
esrj-63860	200	64	training	training	NOUN
esrj-63860	200	65	training	train	VERB
esrj-63860	200	66	5	5	NUM
esrj-63860	200	67	training	training	NOUN
esrj-63860	200	68	training	training	NOUN
esrj-63860	200	69	testing	testing	NOUN
esrj-63860	200	70	training	train	VERB
esrj-63860	200	71	4	4	NUM
esrj-63860	200	72	training	training	NOUN
esrj-63860	200	73	training	training	NOUN
esrj-63860	200	74	training	training	NOUN
esrj-63860	200	75	testing	testing	NOUN
esrj-63860	200	76	for	for	ADP
esrj-63860	200	77	each	each	DET
esrj-63860	200	78	trial	trial	NOUN
esrj-63860	200	79	one	one	NUM
esrj-63860	200	80	part	part	NOUN
esrj-63860	200	81	of	of	ADP
esrj-63860	200	82	the	the	DET
esrj-63860	200	83	data	data	NOUN
esrj-63860	200	84	is	be	AUX
esrj-63860	200	85	kept	keep	VERB
esrj-63860	200	86	for	for	ADP
esrj-63860	200	87	testing	testing	NOUN
esrj-63860	200	88	and	and	CCONJ
esrj-63860	200	89	the	the	DET
esrj-63860	200	90	remaining	remain	VERB
esrj-63860	200	91	parts	part	NOUN
esrj-63860	200	92	for	for	ADP
esrj-63860	200	93	training	training	NOUN
esrj-63860	200	94	as	as	SCONJ
esrj-63860	200	95	shown	show	VERB
esrj-63860	200	96	in	in	ADP
esrj-63860	200	97	table	table	NOUN
esrj-63860	200	98	2	2	NUM
esrj-63860	200	99	.	.	PUNCT
esrj-63860	201	1	that	that	PRON
esrj-63860	201	2	is	be	AUX
esrj-63860	201	3	,	,	PUNCT
esrj-63860	201	4	in	in	ADP
esrj-63860	201	5	the	the	DET
esrj-63860	201	6	present	present	ADJ
esrj-63860	201	7	study	study	NOUN
esrj-63860	201	8	,	,	PUNCT
esrj-63860	201	9	there	there	PRON
esrj-63860	201	10	are	be	VERB
esrj-63860	201	11	three	three	NUM
esrj-63860	201	12	parts	part	NOUN
esrj-63860	201	13	for	for	ADP
esrj-63860	201	14	training	training	NOUN
esrj-63860	201	15	and	and	CCONJ
esrj-63860	201	16	one	one	NUM
esrj-63860	201	17	part	part	NOUN
esrj-63860	201	18	for	for	ADP
esrj-63860	201	19	testing	testing	NOUN
esrj-63860	201	20	at	at	ADP
esrj-63860	201	21	each	each	DET
esrj-63860	201	22	step	step	NOUN
esrj-63860	201	23	.	.	PUNCT
esrj-63860	202	1	this	this	PRON
esrj-63860	202	2	is	be	AUX
esrj-63860	202	3	evident	evident	ADJ
esrj-63860	202	4	from	from	ADP
esrj-63860	202	5	table	table	NOUN
esrj-63860	202	6	2	2	NUM
esrj-63860	202	7	where	where	SCONJ
esrj-63860	202	8	it	it	PRON
esrj-63860	202	9	can	can	AUX
esrj-63860	202	10	be	be	AUX
esrj-63860	202	11	seen	see	VERB
esrj-63860	202	12	that	that	SCONJ
esrj-63860	202	13	the	the	DET
esrj-63860	202	14	first	first	ADJ
esrj-63860	202	15	row	row	NOUN
esrj-63860	202	16	in	in	ADP
esrj-63860	202	17	subset	subset	NOUN
esrj-63860	202	18	1	1	NUM
esrj-63860	202	19	has	have	AUX
esrj-63860	202	20	been	be	AUX
esrj-63860	202	21	singled	single	VERB
esrj-63860	202	22	out	out	ADP
esrj-63860	202	23	for	for	ADP
esrj-63860	202	24	testing	testing	NOUN
esrj-63860	202	25	,	,	PUNCT
esrj-63860	202	26	while	while	SCONJ
esrj-63860	202	27	the	the	DET
esrj-63860	202	28	second	second	ADJ
esrj-63860	202	29	to	to	PART
esrj-63860	202	30	fourth	fourth	ADJ
esrj-63860	202	31	rows	row	NOUN
esrj-63860	202	32	data	datum	NOUN
esrj-63860	202	33	are	be	AUX
esrj-63860	202	34	used	use	VERB
esrj-63860	202	35	for	for	ADP
esrj-63860	202	36	the	the	DET
esrj-63860	202	37	training	training	NOUN
esrj-63860	202	38	.	.	PUNCT
esrj-63860	203	1	in	in	ADP
esrj-63860	203	2	subset	subset	NOUN
esrj-63860	203	3	2	2	NUM
esrj-63860	203	4	,	,	PUNCT
esrj-63860	203	5	the	the	DET
esrj-63860	203	6	second	second	ADJ
esrj-63860	203	7	row	row	NOUN
esrj-63860	203	8	was	be	AUX
esrj-63860	203	9	set	set	VERB
esrj-63860	203	10	for	for	ADP
esrj-63860	203	11	testing	testing	NOUN
esrj-63860	203	12	while	while	SCONJ
esrj-63860	203	13	the	the	DET
esrj-63860	203	14	first	first	ADJ
esrj-63860	203	15	,	,	PUNCT
esrj-63860	203	16	third	third	ADJ
esrj-63860	203	17	and	and	CCONJ
esrj-63860	203	18	fourth	fourth	ADJ
esrj-63860	203	19	rows	row	NOUN
esrj-63860	203	20	were	be	AUX
esrj-63860	203	21	used	use	VERB
esrj-63860	203	22	for	for	ADP
esrj-63860	203	23	training	training	NOUN
esrj-63860	203	24	.	.	PUNCT
esrj-63860	204	1	this	this	DET
esrj-63860	204	2	same	same	ADJ
esrj-63860	204	3	procedure	procedure	NOUN
esrj-63860	204	4	was	be	AUX
esrj-63860	204	5	continued	continue	VERB
esrj-63860	204	6	for	for	ADP
esrj-63860	204	7	subsets	subset	NOUN
esrj-63860	204	8	3	3	NUM
esrj-63860	204	9	and	and	CCONJ
esrj-63860	204	10	4	4	NUM
esrj-63860	204	11	as	as	SCONJ
esrj-63860	204	12	indicated	indicate	VERB
esrj-63860	204	13	in	in	ADP
esrj-63860	204	14	table	table	NOUN
esrj-63860	204	15	2	2	NUM
esrj-63860	204	16	,	,	PUNCT
esrj-63860	204	17	respectively	respectively	ADV
esrj-63860	204	18	.	.	PUNCT
esrj-63860	205	1	a	a	DET
esrj-63860	205	2	critical	critical	ADJ
esrj-63860	205	3	study	study	NOUN
esrj-63860	205	4	of	of	ADP
esrj-63860	205	5	table	table	NOUN
esrj-63860	205	6	2	2	NUM
esrj-63860	205	7	shows	show	VERB
esrj-63860	205	8	that	that	SCONJ
esrj-63860	205	9	there	there	PRON
esrj-63860	205	10	is	be	VERB
esrj-63860	205	11	no	no	DET
esrj-63860	205	12	overlap	overlap	NOUN
esrj-63860	205	13	between	between	ADP
esrj-63860	205	14	the	the	DET
esrj-63860	205	15	subsets	subset	NOUN
esrj-63860	205	16	and	and	CCONJ
esrj-63860	205	17	no	no	DET
esrj-63860	205	18	overlap	overlap	NOUN
esrj-63860	205	19	between	between	ADP
esrj-63860	205	20	the	the	DET
esrj-63860	205	21	testing	testing	NOUN
esrj-63860	205	22	data	datum	NOUN
esrj-63860	205	23	.	.	PUNCT
esrj-63860	206	1	however	however	ADV
esrj-63860	206	2	,	,	PUNCT
esrj-63860	206	3	there	there	PRON
esrj-63860	206	4	is	be	VERB
esrj-63860	206	5	significant	significant	ADJ
esrj-63860	206	6	overlap	overlap	NOUN
esrj-63860	206	7	of	of	ADP
esrj-63860	206	8	the	the	DET
esrj-63860	206	9	training	training	NOUN
esrj-63860	206	10	parts	part	NOUN
esrj-63860	206	11	.	.	PUNCT
esrj-63860	207	1	this	this	PRON
esrj-63860	207	2	implies	imply	VERB
esrj-63860	207	3	that	that	SCONJ
esrj-63860	207	4	in	in	ADP
esrj-63860	207	5	the	the	DET
esrj-63860	207	6	k	k	ADJ
esrj-63860	207	7	-	-	ADJ
esrj-63860	207	8	fold	fold	ADJ
esrj-63860	207	9	cross	cross	ADJ
esrj-63860	207	10	-	-	ADJ
esrj-63860	207	11	validation	validation	ADJ
esrj-63860	207	12	system	system	NOUN
esrj-63860	207	13	each	each	DET
esrj-63860	207	14	data	datum	NOUN
esrj-63860	207	15	subset	subset	VERB
esrj-63860	207	16	is	be	AUX
esrj-63860	207	17	passed	pass	VERB
esrj-63860	207	18	exactly	exactly	ADV
esrj-63860	207	19	once	once	ADV
esrj-63860	207	20	as	as	ADP
esrj-63860	207	21	a	a	DET
esrj-63860	207	22	test	test	NOUN
esrj-63860	207	23	sample	sample	NOUN
esrj-63860	207	24	.	.	PUNCT
esrj-63860	208	1	in	in	ADP
esrj-63860	208	2	the	the	DET
esrj-63860	208	3	present	present	ADJ
esrj-63860	208	4	context	context	NOUN
esrj-63860	208	5	,	,	PUNCT
esrj-63860	208	6	rbfnn	rbfnn	NOUN
esrj-63860	208	7	and	and	CCONJ
esrj-63860	208	8	bursa	bursa	NOUN
esrj-63860	208	9	-	-	PUNCT
esrj-63860	208	10	wolf	wolf	NOUN
esrj-63860	208	11	model	model	NOUN
esrj-63860	208	12	was	be	AUX
esrj-63860	208	13	trained	train	VERB
esrj-63860	208	14	and	and	CCONJ
esrj-63860	208	15	tested	test	VERB
esrj-63860	208	16	in	in	ADP
esrj-63860	208	17	four	four	NUM
esrj-63860	208	18	trials	trial	NOUN
esrj-63860	208	19	with	with	ADP
esrj-63860	208	20	four	four	NUM
esrj-63860	208	21	coordinate	coordinate	NOUN
esrj-63860	208	22	transformation	transformation	NOUN
esrj-63860	208	23	models	model	NOUN
esrj-63860	208	24	being	be	AUX
esrj-63860	208	25	developed	develop	VERB
esrj-63860	208	26	simultaneously	simultaneously	ADV
esrj-63860	208	27	.	.	PUNCT
esrj-63860	209	1	therefore	therefore	ADV
esrj-63860	209	2	,	,	PUNCT
esrj-63860	209	3	the	the	DET
esrj-63860	209	4	average	average	ADJ
esrj-63860	209	5	accuracy	accuracy	NOUN
esrj-63860	209	6	produced	produce	VERB
esrj-63860	209	7	over	over	ADP
esrj-63860	209	8	all	all	DET
esrj-63860	209	9	the	the	DET
esrj-63860	209	10	four	four	NUM
esrj-63860	209	11	disjoint	disjoint	NOUN
esrj-63860	209	12	subsets	subset	NOUN
esrj-63860	209	13	served	serve	VERB
esrj-63860	209	14	as	as	ADP
esrj-63860	209	15	a	a	DET
esrj-63860	209	16	better	well	ADJ
esrj-63860	209	17	indicator	indicator	NOUN
esrj-63860	209	18	for	for	ADP
esrj-63860	209	19	the	the	DET
esrj-63860	209	20	out	out	ADJ
esrj-63860	209	21	-	-	PUNCT
esrj-63860	209	22	of	of	ADP
esrj-63860	209	23	-	-	PUNCT
esrj-63860	209	24	sample	sample	NOUN
esrj-63860	209	25	rotation	rotation	NOUN
esrj-63860	209	26	performance	performance	NOUN
esrj-63860	209	27	of	of	ADP
esrj-63860	209	28	the	the	DET
esrj-63860	209	29	rbfnn	rbfnn	NOUN
esrj-63860	209	30	and	and	CCONJ
esrj-63860	209	31	the	the	DET
esrj-63860	209	32	bursa	bursa	NOUN
esrj-63860	209	33	-	-	PUNCT
esrj-63860	209	34	wolf	wolf	NOUN
esrj-63860	209	35	model	model	NOUN
esrj-63860	209	36	in	in	ADP
esrj-63860	209	37	the	the	DET
esrj-63860	209	38	study	study	NOUN
esrj-63860	209	39	area	area	NOUN
esrj-63860	209	40	.	.	PUNCT
esrj-63860	210	1	it	it	PRON
esrj-63860	210	2	should	should	AUX
esrj-63860	210	3	be	be	AUX
esrj-63860	210	4	known	know	VERB
esrj-63860	210	5	here	here	ADV
esrj-63860	210	6	that	that	SCONJ
esrj-63860	210	7	the	the	DET
esrj-63860	210	8	same	same	ADJ
esrj-63860	210	9	subset	subset	NOUN
esrj-63860	210	10	data	datum	NOUN
esrj-63860	210	11	applied	apply	VERB
esrj-63860	210	12	in	in	ADP
esrj-63860	210	13	the	the	DET
esrj-63860	210	14	rbfnn	rbfnn	NOUN
esrj-63860	210	15	was	be	AUX
esrj-63860	210	16	used	use	VERB
esrj-63860	210	17	for	for	ADP
esrj-63860	210	18	the	the	DET
esrj-63860	210	19	bursa	bursa	NOUN
esrj-63860	210	20	-	-	PUNCT
esrj-63860	210	21	wolf	wolf	NOUN
esrj-63860	210	22	model	model	NOUN
esrj-63860	210	23	.	.	PUNCT
esrj-63860	211	1	statistical	statistical	ADJ
esrj-63860	211	2	performance	performance	NOUN
esrj-63860	211	3	metrics	metric	NOUN
esrj-63860	211	4	the	the	DET
esrj-63860	211	5	usefulness	usefulness	NOUN
esrj-63860	211	6	of	of	ADP
esrj-63860	211	7	any	any	DET
esrj-63860	211	8	applied	apply	VERB
esrj-63860	211	9	mathematical	mathematical	ADJ
esrj-63860	211	10	or	or	CCONJ
esrj-63860	211	11	statistical	statistical	ADJ
esrj-63860	211	12	model	model	NOUN
esrj-63860	211	13	depends	depend	VERB
esrj-63860	211	14	on	on	ADP
esrj-63860	211	15	how	how	SCONJ
esrj-63860	211	16	close	close	ADJ
esrj-63860	211	17	their	their	PRON
esrj-63860	211	18	predicted	predict	VERB
esrj-63860	211	19	outcomes	outcome	NOUN
esrj-63860	211	20	fit	fit	VERB
esrj-63860	211	21	well	well	ADV
esrj-63860	211	22	with	with	ADP
esrj-63860	211	23	the	the	DET
esrj-63860	211	24	observed	observe	VERB
esrj-63860	211	25	data	datum	NOUN
esrj-63860	211	26	.	.	PUNCT
esrj-63860	212	1	by	by	ADP
esrj-63860	212	2	applying	apply	VERB
esrj-63860	212	3	statistical	statistical	ADJ
esrj-63860	212	4	quantitative	quantitative	ADJ
esrj-63860	212	5	methods	method	NOUN
esrj-63860	212	6	,	,	PUNCT
esrj-63860	212	7	an	an	DET
esrj-63860	212	8	objective	objective	ADJ
esrj-63860	212	9	evaluation	evaluation	NOUN
esrj-63860	212	10	of	of	ADP
esrj-63860	212	11	the	the	DET
esrj-63860	212	12	quality	quality	NOUN
esrj-63860	212	13	of	of	ADP
esrj-63860	212	14	the	the	DET
esrj-63860	212	15	results	result	NOUN
esrj-63860	212	16	produced	produce	VERB
esrj-63860	212	17	by	by	ADP
esrj-63860	212	18	the	the	DET
esrj-63860	212	19	model	model	NOUN
esrj-63860	212	20	could	could	AUX
esrj-63860	212	21	be	be	AUX
esrj-63860	212	22	done	do	VERB
esrj-63860	212	23	.	.	PUNCT
esrj-63860	213	1	in	in	ADP
esrj-63860	213	2	lieu	lieu	NOUN
esrj-63860	213	3	of	of	ADP
esrj-63860	213	4	this	this	PRON
esrj-63860	213	5	,	,	PUNCT
esrj-63860	213	6	the	the	DET
esrj-63860	213	7	following	follow	VERB
esrj-63860	213	8	statistical	statistical	ADJ
esrj-63860	213	9	performance	performance	NOUN
esrj-63860	213	10	metric	metric	ADJ
esrj-63860	213	11	(	(	PUNCT
esrj-63860	213	12	pm	pm	NOUN
esrj-63860	213	13	)	)	PUNCT
esrj-63860	213	14	tools	tool	NOUN
esrj-63860	213	15	were	be	AUX
esrj-63860	213	16	employed	employ	VERB
esrj-63860	213	17	.	.	PUNCT
esrj-63860	214	1	(	(	PUNCT
esrj-63860	214	2	i	i	NOUN
esrj-63860	214	3	)	)	PUNCT
esrj-63860	214	4	root	root	NOUN
esrj-63860	214	5	mean	mean	VERB
esrj-63860	214	6	square	square	ADJ
esrj-63860	214	7	error	error	NOUN
esrj-63860	214	8	the	the	DET
esrj-63860	214	9	root	root	NOUN
esrj-63860	214	10	mean	mean	VERB
esrj-63860	214	11	square	square	ADJ
esrj-63860	214	12	error	error	NOUN
esrj-63860	214	13	(	(	PUNCT
esrj-63860	214	14	rmse	rmse	NOUN
esrj-63860	214	15	)	)	PUNCT
esrj-63860	214	16	is	be	AUX
esrj-63860	214	17	a	a	DET
esrj-63860	214	18	type	type	NOUN
esrj-63860	214	19	of	of	ADP
esrj-63860	214	20	dimensioned	dimension	VERB
esrj-63860	214	21	error	error	NOUN
esrj-63860	214	22	statistic	statistic	NOUN
esrj-63860	214	23	that	that	PRON
esrj-63860	214	24	is	be	AUX
esrj-63860	214	25	always	always	ADV
esrj-63860	214	26	non	non	ADJ
esrj-63860	214	27	-	-	ADJ
esrj-63860	214	28	negative	negative	ADJ
esrj-63860	214	29	and	and	CCONJ
esrj-63860	214	30	incorporates	incorporate	VERB
esrj-63860	214	31	the	the	DET
esrj-63860	214	32	concept	concept	NOUN
esrj-63860	214	33	of	of	ADP
esrj-63860	214	34	bias	bias	NOUN
esrj-63860	214	35	and	and	CCONJ
esrj-63860	214	36	standard	standard	ADJ
esrj-63860	214	37	72	72	NUM
esrj-63860	214	38	yao	yao	NOUN
esrj-63860	214	39	yevenyo	yevenyo	PROPN
esrj-63860	214	40	ziggah	ziggah	PROPN
esrj-63860	214	41	,	,	PUNCT
esrj-63860	215	1	hu	hu	PROPN
esrj-63860	215	2	youjian	youjian	PROPN
esrj-63860	215	3	,	,	PUNCT
esrj-63860	215	4	alfonso	alfonso	PROPN
esrj-63860	215	5	rodrigo	rodrigo	PROPN
esrj-63860	215	6	tierra	tierra	PROPN
esrj-63860	215	7	,	,	PUNCT
esrj-63860	215	8	prosper	prosper	VERB
esrj-63860	215	9	basommi	basommi	ADJ
esrj-63860	215	10	laari	laari	PROPN
esrj-63860	215	11	deviation	deviation	NOUN
esrj-63860	215	12	.	.	PUNCT
esrj-63860	216	1	it	it	PRON
esrj-63860	216	2	is	be	AUX
esrj-63860	216	3	used	use	VERB
esrj-63860	216	4	to	to	PART
esrj-63860	216	5	quantify	quantify	VERB
esrj-63860	216	6	the	the	DET
esrj-63860	216	7	degree	degree	NOUN
esrj-63860	216	8	of	of	ADP
esrj-63860	216	9	dispersion	dispersion	NOUN
esrj-63860	216	10	of	of	ADP
esrj-63860	216	11	model	model	NOUN
esrj-63860	216	12	predictions	prediction	NOUN
esrj-63860	216	13	to	to	PART
esrj-63860	216	14	observed	observe	VERB
esrj-63860	216	15	data	datum	NOUN
esrj-63860	216	16	in	in	ADP
esrj-63860	216	17	a	a	DET
esrj-63860	216	18	system	system	NOUN
esrj-63860	216	19	.	.	PUNCT
esrj-63860	217	1	ideally	ideally	ADV
esrj-63860	217	2	,	,	PUNCT
esrj-63860	217	3	an	an	DET
esrj-63860	217	4	optimum	optimum	ADJ
esrj-63860	217	5	model	model	NOUN
esrj-63860	217	6	performance	performance	NOUN
esrj-63860	217	7	should	should	AUX
esrj-63860	217	8	have	have	VERB
esrj-63860	217	9	a	a	DET
esrj-63860	217	10	rmse	rmse	ADJ
esrj-63860	217	11	value	value	NOUN
esrj-63860	217	12	of	of	ADP
esrj-63860	217	13	zero	zero	NUM
esrj-63860	217	14	.	.	PUNCT
esrj-63860	218	1	however	however	ADV
esrj-63860	218	2	,	,	PUNCT
esrj-63860	218	3	in	in	ADP
esrj-63860	218	4	practice	practice	NOUN
esrj-63860	218	5	,	,	PUNCT
esrj-63860	218	6	the	the	DET
esrj-63860	218	7	rmse	rmse	NOUN
esrj-63860	218	8	could	could	AUX
esrj-63860	218	9	vary	vary	VERB
esrj-63860	218	10	from	from	ADP
esrj-63860	218	11	zero	zero	NUM
esrj-63860	218	12	to	to	ADP
esrj-63860	218	13	infinity	infinity	NOUN
esrj-63860	218	14	subject	subject	NOUN
esrj-63860	218	15	to	to	ADP
esrj-63860	218	16	the	the	DET
esrj-63860	218	17	units	unit	NOUN
esrj-63860	218	18	of	of	ADP
esrj-63860	218	19	the	the	DET
esrj-63860	218	20	forecasted	forecast	VERB
esrj-63860	218	21	variable	variable	NOUN
esrj-63860	218	22	.	.	PUNCT
esrj-63860	219	1	equation	equation	NOUN
esrj-63860	219	2	10	10	NUM
esrj-63860	219	3	was	be	AUX
esrj-63860	219	4	applied	apply	VERB
esrj-63860	219	5	in	in	ADP
esrj-63860	219	6	the	the	DET
esrj-63860	219	7	rmse	rmse	NOUN
esrj-63860	219	8	estimation	estimation	NOUN
esrj-63860	219	9	expressed	express	VERB
esrj-63860	219	10	as	as	ADP
esrj-63860	219	11	rmse	rmse	NOUN
esrj-63860	219	12	n	n	ADP
esrj-63860	220	1	o	o	NOUN
esrj-63860	220	2	pi	pi	NOUN
esrj-63860	221	1	i	i	PRON
esrj-63860	222	1	i	i	PRON
esrj-63860	223	1	n	n	VERB
esrj-63860	223	2	=	=	PRON
esrj-63860	223	3	(	(	PUNCT
esrj-63860	223	4	)	)	PUNCT
esrj-63860	223	5	=	=	SYM
esrj-63860	223	6	∑	∑	NOUN
esrj-63860	223	7	1	1	ADJ
esrj-63860	223	8	2	2	NUM
esrj-63860	223	9	1	1	NUM
esrj-63860	223	10	.	.	PUNCT
esrj-63860	224	1	(	(	PUNCT
esrj-63860	224	2	10	10	NUM
esrj-63860	224	3	)	)	PUNCT
esrj-63860	224	4	(	(	PUNCT
esrj-63860	224	5	ii	ii	NOUN
esrj-63860	224	6	)	)	PUNCT
esrj-63860	224	7	rmse	rmse	PROPN
esrj-63860	224	8	horizontal	horizontal	ADJ
esrj-63860	224	9	positional	positional	ADJ
esrj-63860	224	10	residual	residual	ADJ
esrj-63860	224	11	the	the	DET
esrj-63860	224	12	rmse	rmse	ADJ
esrj-63860	224	13	horizontal	horizontal	ADJ
esrj-63860	224	14	positional	positional	ADJ
esrj-63860	224	15	residual	residual	ADJ
esrj-63860	224	16	(	(	PUNCT
esrj-63860	224	17	rmsehe	rmsehe	NOUN
esrj-63860	224	18	)	)	PUNCT
esrj-63860	224	19	technique	technique	NOUN
esrj-63860	224	20	was	be	AUX
esrj-63860	224	21	used	use	VERB
esrj-63860	224	22	to	to	PART
esrj-63860	224	23	determine	determine	VERB
esrj-63860	224	24	the	the	DET
esrj-63860	224	25	total	total	ADJ
esrj-63860	224	26	uncertainties	uncertainty	NOUN
esrj-63860	224	27	in	in	ADP
esrj-63860	224	28	the	the	DET
esrj-63860	224	29	integrated	integrate	VERB
esrj-63860	224	30	data	datum	NOUN
esrj-63860	224	31	set	set	VERB
esrj-63860	224	32	used	use	VERB
esrj-63860	224	33	.	.	PUNCT
esrj-63860	225	1	the	the	DET
esrj-63860	225	2	rmsehe	rmsehe	ADV
esrj-63860	225	3	(	(	PUNCT
esrj-63860	225	4	paredes	parede	NOUN
esrj-63860	225	5	-	-	PUNCT
esrj-63860	225	6	hernández	hernández	PROPN
esrj-63860	225	7	,	,	PUNCT
esrj-63860	225	8	2013	2013	NUM
esrj-63860	225	9	)	)	PUNCT
esrj-63860	225	10	is	be	AUX
esrj-63860	225	11	given	give	VERB
esrj-63860	225	12	by	by	ADP
esrj-63860	225	13	equation	equation	NOUN
esrj-63860	225	14	11	11	NUM
esrj-63860	225	15	as	as	SCONJ
esrj-63860	225	16	follows	follow	VERB
esrj-63860	225	17	:	:	PUNCT
esrj-63860	225	18	rmse	rmse	PROPN
esrj-63860	225	19	rmse	rmse	PROPN
esrj-63860	225	20	rmsehe	rmsehe	PROPN
esrj-63860	226	1	easting	easte	VERB
esrj-63860	226	2	northing=	northing=	NUM
esrj-63860	226	3	(	(	PUNCT
esrj-63860	226	4	)	)	PUNCT
esrj-63860	226	5	+	+	CCONJ
esrj-63860	226	6	(	(	PUNCT
esrj-63860	226	7	)	)	PUNCT
esrj-63860	226	8	2	2	NUM
esrj-63860	226	9	2	2	NUM
esrj-63860	226	10	,	,	PUNCT
esrj-63860	226	11	(	(	PUNCT
esrj-63860	226	12	11	11	NUM
esrj-63860	226	13	)	)	PUNCT
esrj-63860	226	14	where	where	SCONJ
esrj-63860	226	15	rmse	rmse	NOUN
esrj-63860	226	16	easting	easte	VERB
esrj-63860	226	17	n	n	PRON
esrj-63860	226	18	e	e	X
esrj-63860	226	19	ei	ei	X
esrj-63860	226	20	obs	obs	PROPN
esrj-63860	227	1	i	i	PRON
esrj-63860	227	2	pred	pre	VERB
esrj-63860	227	3	i	i	PRON
esrj-63860	227	4	=	=	PUNCT
esrj-63860	227	5	(	(	PUNCT
esrj-63860	227	6	)	)	PUNCT
esrj-63860	227	7	∑	∑	PROPN
esrj-63860	227	8	1	1	ADJ
esrj-63860	227	9	2	2	NUM
esrj-63860	227	10	and	and	CCONJ
esrj-63860	227	11	rmse	rmse	VERB
esrj-63860	227	12	northing	northe	VERB
esrj-63860	227	13	n	n	CCONJ
esrj-63860	227	14	n	n	ADV
esrj-63860	227	15	ni	ni	PROPN
esrj-63860	227	16	obs	obs	PROPN
esrj-63860	228	1	i	i	PRON
esrj-63860	228	2	pred	pre	VERB
esrj-63860	228	3	i	i	PRON
esrj-63860	228	4	=	=	PUNCT
esrj-63860	228	5	(	(	PUNCT
esrj-63860	228	6	)	)	PUNCT
esrj-63860	228	7	∑	∑	PROPN
esrj-63860	228	8	1	1	ADJ
esrj-63860	228	9	2	2	NUM
esrj-63860	228	10	.	.	PUNCT
esrj-63860	229	1	the	the	DET
esrj-63860	229	2	rmseeasting	rmseeasting	NOUN
esrj-63860	229	3	and	and	CCONJ
esrj-63860	229	4	rmsenorthing	rmsenorthing	NOUN
esrj-63860	229	5	is	be	AUX
esrj-63860	229	6	the	the	DET
esrj-63860	229	7	rmse	rmse	NOUN
esrj-63860	229	8	in	in	ADP
esrj-63860	229	9	easting	easting	PROPN
esrj-63860	229	10	and	and	CCONJ
esrj-63860	229	11	northing	northing	PROPN
esrj-63860	229	12	coordinates	coordinate	NOUN
esrj-63860	229	13	.	.	PUNCT
esrj-63860	230	1	ei	ei	X
esrj-63860	230	2	obs	obs	PROPN
esrj-63860	230	3	,	,	PUNCT
esrj-63860	230	4	ei	ei	X
esrj-63860	230	5	pred	pre	VERB
esrj-63860	230	6	,	,	PUNCT
esrj-63860	230	7	ni	ni	PROPN
esrj-63860	230	8	obs	obs	PROPN
esrj-63860	230	9	and	and	CCONJ
esrj-63860	230	10	ni	ni	PROPN
esrj-63860	230	11	pred	pre	VERB
esrj-63860	230	12	signify	signify	VERB
esrj-63860	230	13	the	the	DET
esrj-63860	230	14	observed	observe	VERB
esrj-63860	230	15	and	and	CCONJ
esrj-63860	230	16	predicted	predict	VERB
esrj-63860	230	17	easting	easting	NOUN
esrj-63860	230	18	and	and	CCONJ
esrj-63860	230	19	northing	northing	PROPN
esrj-63860	230	20	coordinates	coordinate	NOUN
esrj-63860	230	21	.	.	PUNCT
esrj-63860	231	1	(	(	PUNCT
esrj-63860	231	2	iii	iii	X
esrj-63860	231	3	)	)	PUNCT
esrj-63860	231	4	standard	standard	ADJ
esrj-63860	231	5	deviation	deviation	NOUN
esrj-63860	231	6	the	the	DET
esrj-63860	231	7	standard	standard	ADJ
esrj-63860	231	8	deviation	deviation	NOUN
esrj-63860	231	9	(	(	PUNCT
esrj-63860	231	10	sd	sd	NOUN
esrj-63860	231	11	)	)	PUNCT
esrj-63860	231	12	was	be	AUX
esrj-63860	231	13	computed	compute	VERB
esrj-63860	231	14	to	to	PART
esrj-63860	231	15	assess	assess	VERB
esrj-63860	231	16	the	the	DET
esrj-63860	231	17	precision	precision	NOUN
esrj-63860	231	18	of	of	ADP
esrj-63860	231	19	the	the	DET
esrj-63860	231	20	transformed	transform	VERB
esrj-63860	231	21	coordinates	coordinate	NOUN
esrj-63860	231	22	produced	produce	VERB
esrj-63860	231	23	by	by	ADP
esrj-63860	231	24	the	the	DET
esrj-63860	231	25	model	model	NOUN
esrj-63860	231	26	.	.	PUNCT
esrj-63860	232	1	it	it	PRON
esrj-63860	232	2	is	be	AUX
esrj-63860	232	3	calculated	calculate	VERB
esrj-63860	232	4	in	in	ADP
esrj-63860	232	5	equation	equation	NOUN
esrj-63860	232	6	12	12	NUM
esrj-63860	232	7	as	as	ADP
esrj-63860	232	8	.	.	PUNCT
esrj-63860	233	1	(	(	PUNCT
esrj-63860	233	2	12	12	NUM
esrj-63860	233	3	)	)	PUNCT
esrj-63860	233	4	here	here	ADV
esrj-63860	233	5	,	,	PUNCT
esrj-63860	233	6	e	e	PRON
esrj-63860	233	7	represent	represent	VERB
esrj-63860	233	8	the	the	DET
esrj-63860	233	9	deviations	deviation	NOUN
esrj-63860	233	10	between	between	ADP
esrj-63860	233	11	the	the	DET
esrj-63860	233	12	observed	observe	VERB
esrj-63860	233	13	and	and	CCONJ
esrj-63860	233	14	predicted	predict	VERB
esrj-63860	233	15	data	datum	NOUN
esrj-63860	233	16	and	and	CCONJ
esrj-63860	233	17	is	be	AUX
esrj-63860	233	18	the	the	DET
esrj-63860	233	19	average	average	NOUN
esrj-63860	233	20	of	of	ADP
esrj-63860	233	21	the	the	DET
esrj-63860	233	22	deviations	deviation	NOUN
esrj-63860	233	23	.	.	PUNCT
esrj-63860	234	1	(	(	PUNCT
esrj-63860	234	2	iv	iv	X
esrj-63860	234	3	)	)	PUNCT
esrj-63860	234	4	horizontal	horizontal	ADJ
esrj-63860	234	5	positional	positional	ADJ
esrj-63860	234	6	residual	residual	ADJ
esrj-63860	234	7	the	the	DET
esrj-63860	234	8	horizontal	horizontal	ADJ
esrj-63860	234	9	positional	positional	ADJ
esrj-63860	234	10	residual	residual	ADJ
esrj-63860	234	11	(	(	PUNCT
esrj-63860	234	12	he	he	PRON
esrj-63860	234	13	)	)	PUNCT
esrj-63860	234	14	was	be	AUX
esrj-63860	234	15	used	use	VERB
esrj-63860	234	16	to	to	PART
esrj-63860	234	17	ascertain	ascertain	VERB
esrj-63860	234	18	the	the	DET
esrj-63860	234	19	horizontal	horizontal	ADJ
esrj-63860	234	20	accuracy	accuracy	NOUN
esrj-63860	234	21	associated	associate	VERB
esrj-63860	234	22	by	by	ADP
esrj-63860	234	23	integrating	integrate	VERB
esrj-63860	234	24	the	the	DET
esrj-63860	234	25	transformed	transform	VERB
esrj-63860	234	26	horizontal	horizontal	ADJ
esrj-63860	234	27	coordinates	coordinate	NOUN
esrj-63860	234	28	for	for	ADP
esrj-63860	234	29	each	each	DET
esrj-63860	234	30	position	position	NOUN
esrj-63860	234	31	.	.	PUNCT
esrj-63860	235	1	the	the	PRON
esrj-63860	235	2	he	he	PRON
esrj-63860	235	3	could	could	AUX
esrj-63860	235	4	be	be	AUX
esrj-63860	235	5	represented	represent	VERB
esrj-63860	235	6	by	by	ADP
esrj-63860	235	7	equation	equation	NOUN
esrj-63860	235	8	13	13	NUM
esrj-63860	235	9	as	as	ADP
esrj-63860	235	10	he	he	PRON
esrj-63860	235	11	e	e	NOUN
esrj-63860	235	12	e	e	NOUN
esrj-63860	235	13	n	n	CCONJ
esrj-63860	236	1	no	no	INTJ
esrj-63860	236	2	p	p	X
esrj-63860	237	1	o	o	NOUN
esrj-63860	237	2	pi	pi	NOUN
esrj-63860	238	1	i	i	INTJ
esrj-63860	239	1	i	i	INTJ
esrj-63860	240	1	i	i	INTJ
esrj-63860	240	2	=	=	PUNCT
esrj-63860	240	3	(	(	PUNCT
esrj-63860	240	4	)	)	PUNCT
esrj-63860	241	1	+	+	CCONJ
esrj-63860	241	2	(	(	PUNCT
esrj-63860	241	3	)	)	PUNCT
esrj-63860	241	4			PROPN
esrj-63860	241	5			NOUN
esrj-63860	241	6	2	2	NUM
esrj-63860	241	7	2	2	NUM
esrj-63860	241	8	,	,	PUNCT
esrj-63860	241	9	(	(	PUNCT
esrj-63860	241	10	13	13	NUM
esrj-63860	241	11	)	)	PUNCT
esrj-63860	241	12	where	where	SCONJ
esrj-63860	241	13	(	(	PUNCT
esrj-63860	241	14	eo	eo	NOUN
esrj-63860	241	15	,	,	PUNCT
esrj-63860	241	16	no	no	INTJ
esrj-63860	241	17	)	)	PUNCT
esrj-63860	241	18	are	be	AUX
esrj-63860	241	19	the	the	DET
esrj-63860	241	20	observed	observe	VERB
esrj-63860	241	21	coordinates	coordinate	NOUN
esrj-63860	241	22	and	and	CCONJ
esrj-63860	241	23	(	(	PUNCT
esrj-63860	241	24	ep	ep	PROPN
esrj-63860	241	25	,	,	PUNCT
esrj-63860	241	26	np	np	INTJ
esrj-63860	241	27	)	)	PUNCT
esrj-63860	241	28	are	be	AUX
esrj-63860	241	29	the	the	DET
esrj-63860	241	30	transformed	transform	VERB
esrj-63860	241	31	coordinates	coordinate	NOUN
esrj-63860	241	32	given	give	VERB
esrj-63860	241	33	by	by	ADP
esrj-63860	241	34	the	the	DET
esrj-63860	241	35	model	model	NOUN
esrj-63860	241	36	.	.	PUNCT
esrj-63860	242	1	application	application	NOUN
esrj-63860	242	2	transformation	transformation	NOUN
esrj-63860	242	3	parameters	parameter	NOUN
esrj-63860	242	4	determined	determine	VERB
esrj-63860	242	5	and	and	CCONJ
esrj-63860	242	6	rbfnn	rbfnn	VERB
esrj-63860	242	7	model	model	NOUN
esrj-63860	242	8	developed	develop	VERB
esrj-63860	242	9	the	the	DET
esrj-63860	242	10	application	application	NOUN
esrj-63860	242	11	of	of	ADP
esrj-63860	242	12	the	the	DET
esrj-63860	242	13	similarity	similarity	NOUN
esrj-63860	242	14	transformation	transformation	NOUN
esrj-63860	242	15	model	model	NOUN
esrj-63860	242	16	of	of	ADP
esrj-63860	242	17	bursa	bursa	NOUN
esrj-63860	242	18	-	-	PUNCT
esrj-63860	242	19	wolf	wolf	NOUN
esrj-63860	242	20	requires	require	VERB
esrj-63860	242	21	the	the	DET
esrj-63860	242	22	determination	determination	NOUN
esrj-63860	242	23	of	of	ADP
esrj-63860	242	24	seven	seven	NUM
esrj-63860	242	25	unknown	unknown	ADJ
esrj-63860	242	26	coordinate	coordinate	NOUN
esrj-63860	242	27	transformation	transformation	NOUN
esrj-63860	242	28	parameters	parameter	NOUN
esrj-63860	242	29	.	.	PUNCT
esrj-63860	243	1	this	this	DET
esrj-63860	243	2	study	study	NOUN
esrj-63860	243	3	deduced	deduce	VERB
esrj-63860	243	4	these	these	DET
esrj-63860	243	5	parameters	parameter	NOUN
esrj-63860	243	6	from	from	ADP
esrj-63860	243	7	a	a	DET
esrj-63860	243	8	sequence	sequence	NOUN
esrj-63860	243	9	of	of	ADP
esrj-63860	243	10	19	19	NUM
esrj-63860	243	11	common	common	ADJ
esrj-63860	243	12	points	point	NOUN
esrj-63860	243	13	in	in	ADP
esrj-63860	243	14	wgs84	wgs84	PROPN
esrj-63860	243	15	and	and	CCONJ
esrj-63860	243	16	war	war	NOUN
esrj-63860	243	17	office	office	NOUN
esrj-63860	243	18	1926	1926	NUM
esrj-63860	243	19	reference	reference	NOUN
esrj-63860	243	20	frames	frame	NOUN
esrj-63860	243	21	.	.	PUNCT
esrj-63860	244	1	it	it	PRON
esrj-63860	244	2	was	be	AUX
esrj-63860	244	3	however	however	ADV
esrj-63860	244	4	observed	observe	VERB
esrj-63860	244	5	that	that	SCONJ
esrj-63860	244	6	the	the	DET
esrj-63860	244	7	number	number	NOUN
esrj-63860	244	8	of	of	ADP
esrj-63860	244	9	available	available	ADJ
esrj-63860	244	10	common	common	ADJ
esrj-63860	244	11	points	point	NOUN
esrj-63860	244	12	will	will	AUX
esrj-63860	244	13	generate	generate	VERB
esrj-63860	244	14	more	more	ADJ
esrj-63860	244	15	equations	equation	NOUN
esrj-63860	244	16	than	than	ADP
esrj-63860	244	17	the	the	DET
esrj-63860	244	18	seven	seven	NUM
esrj-63860	244	19	unknown	unknown	ADJ
esrj-63860	244	20	transformation	transformation	NOUN
esrj-63860	244	21	parameters	parameter	NOUN
esrj-63860	244	22	needed	need	VERB
esrj-63860	244	23	.	.	PUNCT
esrj-63860	245	1	this	this	PRON
esrj-63860	245	2	will	will	AUX
esrj-63860	245	3	as	as	ADP
esrj-63860	245	4	a	a	DET
esrj-63860	245	5	result	result	NOUN
esrj-63860	245	6	,	,	PUNCT
esrj-63860	245	7	create	create	VERB
esrj-63860	245	8	an	an	DET
esrj-63860	245	9	over	over	ADV
esrj-63860	245	10	-	-	PUNCT
esrj-63860	245	11	determined	determine	VERB
esrj-63860	245	12	system	system	NOUN
esrj-63860	245	13	of	of	ADP
esrj-63860	245	14	linear	linear	ADJ
esrj-63860	245	15	equations	equation	NOUN
esrj-63860	245	16	that	that	PRON
esrj-63860	245	17	require	require	VERB
esrj-63860	245	18	a	a	DET
esrj-63860	245	19	more	more	ADV
esrj-63860	245	20	pragmatic	pragmatic	ADJ
esrj-63860	245	21	technique	technique	NOUN
esrj-63860	245	22	to	to	PART
esrj-63860	245	23	find	find	VERB
esrj-63860	245	24	solutions	solution	NOUN
esrj-63860	245	25	to	to	ADP
esrj-63860	245	26	them	they	PRON
esrj-63860	245	27	.	.	PUNCT
esrj-63860	246	1	to	to	PART
esrj-63860	246	2	overcome	overcome	VERB
esrj-63860	246	3	this	this	DET
esrj-63860	246	4	problem	problem	NOUN
esrj-63860	246	5	,	,	PUNCT
esrj-63860	246	6	the	the	DET
esrj-63860	246	7	total	total	ADJ
esrj-63860	246	8	least	least	ADJ
esrj-63860	246	9	squares	square	NOUN
esrj-63860	246	10	adjustment	adjustment	NOUN
esrj-63860	246	11	technique	technique	NOUN
esrj-63860	246	12	described	describe	VERB
esrj-63860	246	13	in	in	ADP
esrj-63860	246	14	sect	sect	NOUN
esrj-63860	246	15	.	.	PUNCT
esrj-63860	247	1	3.2	3.2	NUM
esrj-63860	247	2	was	be	AUX
esrj-63860	247	3	applied	apply	VERB
esrj-63860	247	4	to	to	ADP
esrj-63860	247	5	the	the	DET
esrj-63860	247	6	bursa	bursa	NOUN
esrj-63860	247	7	-	-	PUNCT
esrj-63860	247	8	wolf	wolf	NOUN
esrj-63860	247	9	model	model	NOUN
esrj-63860	247	10	for	for	ADP
esrj-63860	247	11	the	the	DET
esrj-63860	247	12	calculation	calculation	NOUN
esrj-63860	247	13	of	of	ADP
esrj-63860	247	14	the	the	DET
esrj-63860	247	15	transformation	transformation	NOUN
esrj-63860	247	16	parameters	parameter	NOUN
esrj-63860	247	17	and	and	CCONJ
esrj-63860	247	18	their	their	PRON
esrj-63860	247	19	standard	standard	ADJ
esrj-63860	247	20	deviations	deviation	NOUN
esrj-63860	247	21	.	.	PUNCT
esrj-63860	248	1	it	it	PRON
esrj-63860	248	2	must	must	AUX
esrj-63860	248	3	be	be	AUX
esrj-63860	248	4	known	know	VERB
esrj-63860	248	5	that	that	SCONJ
esrj-63860	248	6	the	the	DET
esrj-63860	248	7	training	training	NOUN
esrj-63860	248	8	and	and	CCONJ
esrj-63860	248	9	testing	testing	NOUN
esrj-63860	248	10	data	datum	NOUN
esrj-63860	248	11	for	for	ADP
esrj-63860	248	12	each	each	DET
esrj-63860	248	13	subset	subset	NOUN
esrj-63860	248	14	(	(	PUNCT
esrj-63860	248	15	table	table	NOUN
esrj-63860	248	16	2	2	NUM
esrj-63860	248	17	)	)	PUNCT
esrj-63860	248	18	was	be	AUX
esrj-63860	248	19	used	use	VERB
esrj-63860	248	20	to	to	PART
esrj-63860	248	21	determine	determine	VERB
esrj-63860	248	22	the	the	DET
esrj-63860	248	23	transformation	transformation	NOUN
esrj-63860	248	24	parameters	parameter	NOUN
esrj-63860	248	25	and	and	CCONJ
esrj-63860	248	26	checking	check	VERB
esrj-63860	248	27	model	model	NOUN
esrj-63860	248	28	performance	performance	NOUN
esrj-63860	248	29	.	.	PUNCT
esrj-63860	249	1	these	these	DET
esrj-63860	249	2	determined	determined	ADJ
esrj-63860	249	3	parameters	parameter	NOUN
esrj-63860	249	4	involved	involve	VERB
esrj-63860	249	5	three	three	NUM
esrj-63860	249	6	translation	translation	NOUN
esrj-63860	249	7	vectors	vector	NOUN
esrj-63860	249	8	(	(	PUNCT
esrj-63860	249	9	tx	tx	PROPN
esrj-63860	249	10	,	,	PUNCT
esrj-63860	249	11	ty	ty	INTJ
esrj-63860	249	12	,	,	PUNCT
esrj-63860	249	13	tz	tz	PROPN
esrj-63860	249	14	)	)	PUNCT
esrj-63860	249	15	,	,	PUNCT
esrj-63860	249	16	three	three	NUM
esrj-63860	249	17	rotational	rotational	ADJ
esrj-63860	249	18	parameters	parameter	NOUN
esrj-63860	249	19	(	(	PUNCT
esrj-63860	249	20	rx	rx	NOUN
esrj-63860	249	21	,	,	PUNCT
esrj-63860	249	22	ry	ry	NOUN
esrj-63860	249	23	,	,	PUNCT
esrj-63860	249	24	rz	rz	NOUN
esrj-63860	249	25	)	)	PUNCT
esrj-63860	249	26	,	,	PUNCT
esrj-63860	249	27	and	and	CCONJ
esrj-63860	249	28	one	one	NUM
esrj-63860	249	29	scale	scale	NOUN
esrj-63860	249	30	factor	factor	NOUN
esrj-63860	249	31	(	(	PUNCT
esrj-63860	249	32	sf	sf	PROPN
esrj-63860	249	33	)	)	PUNCT
esrj-63860	249	34	as	as	SCONJ
esrj-63860	249	35	shown	show	VERB
esrj-63860	249	36	in	in	ADP
esrj-63860	249	37	table	table	NOUN
esrj-63860	249	38	3	3	NUM
esrj-63860	249	39	.	.	PUNCT
esrj-63860	250	1	for	for	ADP
esrj-63860	250	2	the	the	DET
esrj-63860	250	3	purpose	purpose	NOUN
esrj-63860	250	4	of	of	ADP
esrj-63860	250	5	this	this	DET
esrj-63860	250	6	study	study	NOUN
esrj-63860	250	7	and	and	CCONJ
esrj-63860	250	8	to	to	PART
esrj-63860	250	9	provide	provide	VERB
esrj-63860	250	10	adequate	adequate	ADJ
esrj-63860	250	11	objective	objective	ADJ
esrj-63860	250	12	comparison	comparison	NOUN
esrj-63860	250	13	of	of	ADP
esrj-63860	250	14	the	the	DET
esrj-63860	250	15	bursa	bursa	NOUN
esrj-63860	250	16	-	-	PUNCT
esrj-63860	250	17	wolf	wolf	NOUN
esrj-63860	250	18	model	model	NOUN
esrj-63860	250	19	to	to	ADP
esrj-63860	250	20	the	the	DET
esrj-63860	250	21	rbfnn	rbfnn	NOUN
esrj-63860	250	22	,	,	PUNCT
esrj-63860	250	23	the	the	DET
esrj-63860	250	24	transformation	transformation	NOUN
esrj-63860	250	25	parameters	parameter	NOUN
esrj-63860	250	26	were	be	AUX
esrj-63860	250	27	determined	determine	VERB
esrj-63860	250	28	for	for	ADP
esrj-63860	250	29	each	each	DET
esrj-63860	250	30	subset	subset	NOUN
esrj-63860	250	31	.	.	PUNCT
esrj-63860	251	1	table	table	NOUN
esrj-63860	251	2	3	3	NUM
esrj-63860	251	3	presents	present	VERB
esrj-63860	251	4	the	the	DET
esrj-63860	251	5	transformation	transformation	NOUN
esrj-63860	251	6	parameters	parameter	NOUN
esrj-63860	251	7	,	,	PUNCT
esrj-63860	251	8	with	with	ADP
esrj-63860	251	9	the	the	DET
esrj-63860	251	10	addition	addition	NOUN
esrj-63860	251	11	of	of	ADP
esrj-63860	251	12	their	their	PRON
esrj-63860	251	13	standard	standard	ADJ
esrj-63860	251	14	deviations	deviation	NOUN
esrj-63860	251	15	for	for	ADP
esrj-63860	251	16	each	each	DET
esrj-63860	251	17	subset	subset	NOUN
esrj-63860	251	18	.	.	PUNCT
esrj-63860	252	1	the	the	DET
esrj-63860	252	2	proposed	propose	VERB
esrj-63860	252	3	rbfnn	rbfnn	NOUN
esrj-63860	252	4	model	model	NOUN
esrj-63860	252	5	developed	develop	VERB
esrj-63860	252	6	for	for	ADP
esrj-63860	252	7	transforming	transform	VERB
esrj-63860	252	8	coordinates	coordinate	NOUN
esrj-63860	252	9	from	from	ADP
esrj-63860	252	10	wgs84	wgs84	PROPN
esrj-63860	252	11	to	to	ADP
esrj-63860	252	12	war	war	NOUN
esrj-63860	252	13	office	office	PROPN
esrj-63860	252	14	1926	1926	NUM
esrj-63860	252	15	reference	reference	NOUN
esrj-63860	252	16	frame	frame	NOUN
esrj-63860	252	17	comprise	comprise	NOUN
esrj-63860	252	18	of	of	ADP
esrj-63860	252	19	three	three	NUM
esrj-63860	252	20	layers	layer	NOUN
esrj-63860	252	21	:	:	PUNCT
esrj-63860	252	22	input	input	NOUN
esrj-63860	252	23	layer	layer	NOUN
esrj-63860	252	24	,	,	PUNCT
esrj-63860	252	25	hidden	hide	VERB
esrj-63860	252	26	layer	layer	NOUN
esrj-63860	252	27	and	and	CCONJ
esrj-63860	252	28	output	output	NOUN
esrj-63860	252	29	layer	layer	NOUN
esrj-63860	252	30	.	.	PUNCT
esrj-63860	253	1	in	in	ADP
esrj-63860	253	2	the	the	DET
esrj-63860	253	3	rbfnn	rbfnn	NOUN
esrj-63860	253	4	model	model	NOUN
esrj-63860	253	5	development	development	NOUN
esrj-63860	253	6	process	process	NOUN
esrj-63860	253	7	,	,	PUNCT
esrj-63860	253	8	the	the	DET
esrj-63860	253	9	same	same	ADJ
esrj-63860	253	10	k	k	ADJ
esrj-63860	253	11	-	-	ADJ
esrj-63860	253	12	fold	fold	ADJ
esrj-63860	253	13	split	split	ADJ
esrj-63860	253	14	data	datum	NOUN
esrj-63860	253	15	(	(	PUNCT
esrj-63860	253	16	tables	table	NOUN
esrj-63860	253	17	1	1	NUM
esrj-63860	253	18	and	and	CCONJ
esrj-63860	253	19	2	2	NUM
esrj-63860	253	20	)	)	PUNCT
esrj-63860	253	21	set	set	NOUN
esrj-63860	253	22	used	use	VERB
esrj-63860	253	23	for	for	ADP
esrj-63860	253	24	the	the	DET
esrj-63860	253	25	bursawolf	bursawolf	NOUN
esrj-63860	253	26	was	be	AUX
esrj-63860	253	27	employed	employ	VERB
esrj-63860	253	28	.	.	PUNCT
esrj-63860	254	1	the	the	DET
esrj-63860	254	2	supervised	supervised	ADJ
esrj-63860	254	3	training	training	NOUN
esrj-63860	254	4	technique	technique	NOUN
esrj-63860	254	5	was	be	AUX
esrj-63860	254	6	adopted	adopt	VERB
esrj-63860	254	7	in	in	ADP
esrj-63860	254	8	the	the	DET
esrj-63860	254	9	rbfnn	rbfnn	NOUN
esrj-63860	254	10	model	model	NOUN
esrj-63860	254	11	formulation	formulation	NOUN
esrj-63860	254	12	.	.	PUNCT
esrj-63860	255	1	the	the	DET
esrj-63860	255	2	data	datum	NOUN
esrj-63860	255	3	was	be	AUX
esrj-63860	255	4	first	first	ADV
esrj-63860	255	5	normalised	normalise	VERB
esrj-63860	255	6	into	into	ADP
esrj-63860	255	7	the	the	DET
esrj-63860	255	8	range	range	NOUN
esrj-63860	255	9	of	of	ADP
esrj-63860	255	10	[	[	X
esrj-63860	255	11	-1	-1	X
esrj-63860	255	12	,	,	PUNCT
esrj-63860	255	13	1	1	X
esrj-63860	255	14	]	]	PUNCT
esrj-63860	255	15	using	use	VERB
esrj-63860	255	16	equation	equation	NOUN
esrj-63860	255	17	9	9	NUM
esrj-63860	255	18	.	.	PUNCT
esrj-63860	256	1	this	this	PRON
esrj-63860	256	2	was	be	AUX
esrj-63860	256	3	necessary	necessary	ADJ
esrj-63860	256	4	in	in	ADP
esrj-63860	256	5	order	order	NOUN
esrj-63860	256	6	to	to	PART
esrj-63860	256	7	bring	bring	VERB
esrj-63860	256	8	the	the	DET
esrj-63860	256	9	entire	entire	ADJ
esrj-63860	256	10	data	datum	NOUN
esrj-63860	256	11	onto	onto	ADP
esrj-63860	256	12	a	a	DET
esrj-63860	256	13	common	common	ADJ
esrj-63860	256	14	scale	scale	NOUN
esrj-63860	256	15	interval	interval	NOUN
esrj-63860	256	16	thereby	thereby	ADV
esrj-63860	256	17	achieving	achieve	VERB
esrj-63860	256	18	equal	equal	ADJ
esrj-63860	256	19	variations	variation	NOUN
esrj-63860	256	20	among	among	ADP
esrj-63860	256	21	the	the	DET
esrj-63860	256	22	datasets	dataset	NOUN
esrj-63860	256	23	.	.	PUNCT
esrj-63860	257	1	in	in	ADP
esrj-63860	257	2	this	this	DET
esrj-63860	257	3	study	study	NOUN
esrj-63860	257	4	,	,	PUNCT
esrj-63860	257	5	the	the	DET
esrj-63860	257	6	rbfnn	rbfnn	NOUN
esrj-63860	257	7	structure	structure	NOUN
esrj-63860	257	8	consists	consist	VERB
esrj-63860	257	9	of	of	ADP
esrj-63860	257	10	two	two	NUM
esrj-63860	257	11	inputs	input	NOUN
esrj-63860	257	12	,	,	PUNCT
esrj-63860	257	13	one	one	NUM
esrj-63860	257	14	hidden	hide	VERB
esrj-63860	257	15	layer	layer	NOUN
esrj-63860	257	16	using	use	VERB
esrj-63860	257	17	gaussian	gaussian	ADJ
esrj-63860	257	18	function	function	NOUN
esrj-63860	257	19	as	as	ADP
esrj-63860	257	20	the	the	DET
esrj-63860	257	21	non	non	ADJ
esrj-63860	257	22	-	-	ADJ
esrj-63860	257	23	linear	linear	ADJ
esrj-63860	257	24	transfer	transfer	NOUN
esrj-63860	257	25	function	function	NOUN
esrj-63860	257	26	,	,	PUNCT
esrj-63860	257	27	and	and	CCONJ
esrj-63860	257	28	an	an	DET
esrj-63860	257	29	output	output	NOUN
esrj-63860	257	30	layer	layer	NOUN
esrj-63860	257	31	having	have	VERB
esrj-63860	257	32	linear	linear	PROPN
esrj-63860	257	33	transfer	transfer	NOUN
esrj-63860	257	34	function	function	NOUN
esrj-63860	257	35	.	.	PUNCT
esrj-63860	258	1	the	the	DET
esrj-63860	258	2	data	datum	NOUN
esrj-63860	258	3	for	for	ADP
esrj-63860	258	4	each	each	DET
esrj-63860	258	5	subset	subset	NOUN
esrj-63860	258	6	(	(	PUNCT
esrj-63860	258	7	see	see	VERB
esrj-63860	258	8	tables	table	NOUN
esrj-63860	258	9	1	1	NUM
esrj-63860	258	10	and	and	CCONJ
esrj-63860	258	11	2	2	NUM
esrj-63860	258	12	)	)	PUNCT
esrj-63860	258	13	was	be	AUX
esrj-63860	258	14	trained	train	VERB
esrj-63860	258	15	and	and	CCONJ
esrj-63860	258	16	tested	test	VERB
esrj-63860	258	17	by	by	ADP
esrj-63860	258	18	the	the	DET
esrj-63860	258	19	rbfnn	rbfnn	NOUN
esrj-63860	258	20	.	.	PUNCT
esrj-63860	259	1	to	to	PART
esrj-63860	259	2	do	do	VERB
esrj-63860	259	3	that	that	PRON
esrj-63860	259	4	,	,	PUNCT
esrj-63860	259	5	several	several	ADJ
esrj-63860	259	6	input	input	NOUN
esrj-63860	259	7	and	and	CCONJ
esrj-63860	259	8	output	output	NOUN
esrj-63860	259	9	data	datum	NOUN
esrj-63860	259	10	scenarios	scenario	NOUN
esrj-63860	259	11	were	be	AUX
esrj-63860	259	12	tested	test	VERB
esrj-63860	259	13	with	with	ADP
esrj-63860	259	14	the	the	DET
esrj-63860	259	15	objective	objective	NOUN
esrj-63860	259	16	of	of	ADP
esrj-63860	259	17	selecting	select	VERB
esrj-63860	259	18	the	the	DET
esrj-63860	259	19	one	one	NOUN
esrj-63860	259	20	that	that	PRON
esrj-63860	259	21	produced	produce	VERB
esrj-63860	259	22	better	well	ADV
esrj-63860	259	23	transformed	transform	VERB
esrj-63860	259	24	coordinate	coordinate	NOUN
esrj-63860	259	25	values	value	NOUN
esrj-63860	259	26	.	.	PUNCT
esrj-63860	260	1	here	here	ADV
esrj-63860	260	2	,	,	PUNCT
esrj-63860	260	3	(	(	PUNCT
esrj-63860	260	4	x	x	X
esrj-63860	260	5	,	,	PUNCT
esrj-63860	260	6	y	y	PROPN
esrj-63860	260	7	,	,	PUNCT
esrj-63860	260	8	z)wgs84	z)wgs84	NUM
esrj-63860	260	9	and	and	CCONJ
esrj-63860	260	10	(	(	PUNCT
esrj-63860	260	11	x	x	X
esrj-63860	260	12	,	,	PUNCT
esrj-63860	260	13	y	y	PROPN
esrj-63860	260	14	,	,	PUNCT
esrj-63860	260	15	z)war	z)war	PROPN
esrj-63860	260	16	was	be	AUX
esrj-63860	260	17	first	first	ADV
esrj-63860	260	18	applied	apply	VERB
esrj-63860	260	19	as	as	ADP
esrj-63860	260	20	the	the	DET
esrj-63860	260	21	input	input	NOUN
esrj-63860	260	22	and	and	CCONJ
esrj-63860	260	23	output	output	NOUN
esrj-63860	260	24	data	datum	NOUN
esrj-63860	260	25	,	,	PUNCT
esrj-63860	260	26	respectively	respectively	ADV
esrj-63860	260	27	.	.	PUNCT
esrj-63860	261	1	secondly	secondly	ADV
esrj-63860	261	2	,	,	PUNCT
esrj-63860	261	3	ϕ	ϕ	NOUN
esrj-63860	261	4	,	,	PUNCT
esrj-63860	261	5	λ	λ	PROPN
esrj-63860	261	6	,	,	PUNCT
esrj-63860	261	7	h	h	NOUN
esrj-63860	261	8	(	(	PUNCT
esrj-63860	261	9	)	)	PUNCT
esrj-63860	261	10	wgs84	wgs84	PROPN
esrj-63860	261	11	and	and	CCONJ
esrj-63860	261	12	ϕ	ϕ	NOUN
esrj-63860	261	13	,	,	PUNCT
esrj-63860	261	14	λ	λ	PROPN
esrj-63860	261	15	,	,	PUNCT
esrj-63860	261	16	h	h	NOUN
esrj-63860	261	17	(	(	PUNCT
esrj-63860	261	18	)	)	PUNCT
esrj-63860	261	19	war	war	NOUN
esrj-63860	261	20	was	be	AUX
esrj-63860	261	21	used	use	VERB
esrj-63860	261	22	as	as	ADP
esrj-63860	261	23	input	input	NOUN
esrj-63860	261	24	and	and	CCONJ
esrj-63860	261	25	output	output	NOUN
esrj-63860	261	26	.	.	PUNCT
esrj-63860	262	1	finally	finally	ADV
esrj-63860	262	2	,	,	PUNCT
esrj-63860	262	3	ϕ	ϕ	PROPN
esrj-63860	262	4	,	,	PUNCT
esrj-63860	262	5	λ	λ	PROPN
esrj-63860	262	6	(	(	PUNCT
esrj-63860	262	7	)	)	PUNCT
esrj-63860	262	8	wgs84	wgs84	PROPN
esrj-63860	262	9	was	be	AUX
esrj-63860	262	10	used	use	VERB
esrj-63860	262	11	as	as	ADP
esrj-63860	262	12	input	input	NOUN
esrj-63860	262	13	with	with	ADP
esrj-63860	262	14	ϕ	ϕ	NOUN
esrj-63860	262	15	,	,	PUNCT
esrj-63860	262	16	λ	λ	PROPN
esrj-63860	262	17	(	(	PUNCT
esrj-63860	262	18	)	)	PUNCT
esrj-63860	262	19	war	war	NOUN
esrj-63860	262	20	as	as	ADP
esrj-63860	262	21	the	the	DET
esrj-63860	262	22	output	output	NOUN
esrj-63860	262	23	.	.	PUNCT
esrj-63860	263	1	the	the	DET
esrj-63860	263	2	coordinates	coordinate	NOUN
esrj-63860	263	3	used	use	VERB
esrj-63860	263	4	here	here	ADV
esrj-63860	263	5	are	be	AUX
esrj-63860	263	6	defined	define	VERB
esrj-63860	263	7	in	in	ADP
esrj-63860	263	8	table	table	NOUN
esrj-63860	263	9	1	1	NUM
esrj-63860	263	10	.	.	PUNCT
esrj-63860	264	1	the	the	DET
esrj-63860	264	2	input	input	NOUN
esrj-63860	264	3	-	-	PUNCT
esrj-63860	264	4	output	output	NOUN
esrj-63860	264	5	scenario	scenario	NOUN
esrj-63860	264	6	was	be	AUX
esrj-63860	264	7	made	make	VERB
esrj-63860	264	8	possible	possible	ADJ
esrj-63860	264	9	due	due	ADP
esrj-63860	264	10	to	to	ADP
esrj-63860	264	11	the	the	DET
esrj-63860	264	12	non	non	ADJ
esrj-63860	264	13	-	-	ADJ
esrj-63860	264	14	parametric	parametric	ADJ
esrj-63860	264	15	capability	capability	NOUN
esrj-63860	264	16	of	of	ADP
esrj-63860	264	17	the	the	DET
esrj-63860	264	18	rbfnn	rbfnn	NOUN
esrj-63860	264	19	.	.	PUNCT
esrj-63860	265	1	thus	thus	ADV
esrj-63860	265	2	,	,	PUNCT
esrj-63860	265	3	the	the	DET
esrj-63860	265	4	rbfnn	rbfnn	NOUN
esrj-63860	265	5	does	do	AUX
esrj-63860	265	6	not	not	PART
esrj-63860	265	7	require	require	VERB
esrj-63860	265	8	a	a	DET
esrj-63860	265	9	mathematical	mathematical	ADJ
esrj-63860	265	10	function	function	NOUN
esrj-63860	265	11	to	to	PART
esrj-63860	265	12	describe	describe	VERB
esrj-63860	265	13	the	the	DET
esrj-63860	265	14	input	input	NOUN
esrj-63860	265	15	-	-	PUNCT
esrj-63860	265	16	output	output	NOUN
esrj-63860	265	17	relationship	relationship	NOUN
esrj-63860	265	18	among	among	ADP
esrj-63860	265	19	the	the	DET
esrj-63860	265	20	variables	variable	NOUN
esrj-63860	265	21	.	.	PUNCT
esrj-63860	266	1	it	it	PRON
esrj-63860	266	2	was	be	AUX
esrj-63860	266	3	observed	observe	VERB
esrj-63860	266	4	that	that	SCONJ
esrj-63860	266	5	the	the	DET
esrj-63860	266	6	third	third	ADJ
esrj-63860	266	7	scenario	scenario	NOUN
esrj-63860	266	8	yielded	yield	VERB
esrj-63860	266	9	more	more	ADJ
esrj-63860	266	10	satisfactory	satisfactory	ADJ
esrj-63860	266	11	results	result	NOUN
esrj-63860	266	12	.	.	PUNCT
esrj-63860	267	1	in	in	ADP
esrj-63860	267	2	deciding	decide	VERB
esrj-63860	267	3	the	the	DET
esrj-63860	267	4	optimal	optimal	ADJ
esrj-63860	267	5	rbfnn	rbfnn	NOUN
esrj-63860	267	6	for	for	ADP
esrj-63860	267	7	each	each	DET
esrj-63860	267	8	subset	subset	NOUN
esrj-63860	267	9	(	(	PUNCT
esrj-63860	267	10	see	see	VERB
esrj-63860	267	11	tables	table	NOUN
esrj-63860	267	12	1	1	NUM
esrj-63860	267	13	and	and	CCONJ
esrj-63860	267	14	2	2	NUM
esrj-63860	267	15	)	)	PUNCT
esrj-63860	267	16	,	,	PUNCT
esrj-63860	267	17	the	the	DET
esrj-63860	267	18	mse	mse	NOUN
esrj-63860	267	19	(	(	PUNCT
esrj-63860	267	20	equation	equation	NOUN
esrj-63860	267	21	7	7	NUM
esrj-63860	267	22	)	)	PUNCT
esrj-63860	267	23	of	of	ADP
esrj-63860	267	24	all	all	DET
esrj-63860	267	25	the	the	DET
esrj-63860	267	26	trained	train	VERB
esrj-63860	267	27	models	model	NOUN
esrj-63860	267	28	were	be	AUX
esrj-63860	267	29	examined	examine	VERB
esrj-63860	267	30	at	at	ADP
esrj-63860	267	31	each	each	DET
esrj-63860	267	32	stage	stage	NOUN
esrj-63860	267	33	of	of	ADP
esrj-63860	267	34	training	training	NOUN
esrj-63860	267	35	and	and	CCONJ
esrj-63860	267	36	testing	testing	NOUN
esrj-63860	267	37	.	.	PUNCT
esrj-63860	268	1	here	here	ADV
esrj-63860	268	2	,	,	PUNCT
esrj-63860	268	3	the	the	DET
esrj-63860	268	4	mse	mse	NOUN
esrj-63860	268	5	was	be	AUX
esrj-63860	268	6	serving	serve	VERB
esrj-63860	268	7	as	as	ADP
esrj-63860	268	8	the	the	DET
esrj-63860	268	9	optimality	optimality	NOUN
esrj-63860	268	10	criterion	criterion	NOUN
esrj-63860	268	11	to	to	PART
esrj-63860	268	12	facilitate	facilitate	VERB
esrj-63860	268	13	in	in	ADP
esrj-63860	268	14	choosing	choose	VERB
esrj-63860	268	15	the	the	DET
esrj-63860	268	16	best	good	ADJ
esrj-63860	268	17	rbfnn	rbfnn	NOUN
esrj-63860	268	18	structure	structure	NOUN
esrj-63860	268	19	for	for	ADP
esrj-63860	268	20	each	each	DET
esrj-63860	268	21	trained	train	VERB
esrj-63860	268	22	subset	subset	NOUN
esrj-63860	268	23	table	table	NOUN
esrj-63860	268	24	3	3	NUM
esrj-63860	268	25	.	.	PUNCT
esrj-63860	269	1	computed	compute	VERB
esrj-63860	269	2	transformation	transformation	NOUN
esrj-63860	269	3	parameters	parameter	NOUN
esrj-63860	269	4	for	for	ADP
esrj-63860	269	5	the	the	DET
esrj-63860	269	6	bursa	bursa	NOUN
esrj-63860	269	7	-	-	PUNCT
esrj-63860	269	8	wolf	wolf	PROPN
esrj-63860	269	9	transformation	transformation	NOUN
esrj-63860	269	10	model	model	NOUN
esrj-63860	269	11	for	for	ADP
esrj-63860	269	12	on	on	ADP
esrj-63860	269	13	each	each	DET
esrj-63860	269	14	partition	partition	NOUN
esrj-63860	269	15	parameter	parameter	NOUN
esrj-63860	269	16	symbol	symbol	NOUN
esrj-63860	269	17	and	and	CCONJ
esrj-63860	269	18	unit	unit	NOUN
esrj-63860	269	19	subset	subset	VERB
esrj-63860	269	20	1	1	NUM
esrj-63860	269	21	subset	subset	NOUN
esrj-63860	269	22	2	2	NUM
esrj-63860	269	23	subset	subset	NOUN
esrj-63860	269	24	3	3	NUM
esrj-63860	269	25	subset	subset	NOUN
esrj-63860	269	26	4	4	NUM
esrj-63860	269	27	tx	tx	PROPN
esrj-63860	269	28	(	(	PUNCT
esrj-63860	269	29	m	m	NOUN
esrj-63860	269	30	)	)	PUNCT
esrj-63860	269	31	-117.636±19.796	-117.636±19.796	X
esrj-63860	269	32	-163.811±22.733	-163.811±22.733	X
esrj-63860	269	33	-182.277±18.359	-182.277±18.359	PUNCT
esrj-63860	269	34	-181.962±33.147	-181.962±33.147	NOUN
esrj-63860	270	1	ty	ty	INTJ
esrj-63860	270	2	(	(	PUNCT
esrj-63860	270	3	m	m	NOUN
esrj-63860	270	4	)	)	PUNCT
esrj-63860	270	5	88.337±28.057	88.337±28.057	NOUN
esrj-63860	270	6	178.050±40.437	178.050±40.437	NUM
esrj-63860	270	7	57.558±26.115	57.558±26.115	NUM
esrj-63860	270	8	287.919±57.782	287.919±57.782	NUM
esrj-63860	270	9	tz	tz	NOUN
esrj-63860	270	10	(	(	PUNCT
esrj-63860	270	11	m	m	NOUN
esrj-63860	270	12	)	)	PUNCT
esrj-63860	270	13	165.156±31.213	165.156±31.213	NUM
esrj-63860	270	14	187.775±38.282	187.775±38.282	NUM
esrj-63860	270	15	109.870±30.099	109.870±30.099	NUM
esrj-63860	270	16	300.8797±56.300	300.8797±56.300	NUM
esrj-63860	270	17	rx	rx	NOUN
esrj-63860	270	18	(	(	PUNCT
esrj-63860	270	19	rad	rad	INTJ
esrj-63860	270	20	)	)	PUNCT
esrj-63860	270	21	-2.71e-07±3.11e-06	-2.71e-07±3.11e-06	PROPN
esrj-63860	270	22	2.75e-07±3.60e-06	2.75e-07±3.60e-06	NUM
esrj-63860	270	23	4.84e-06±2.88e-06	4.84e-06±2.88e-06	PROPN
esrj-63860	270	24	-2.0282e-06±5.24e-06	-2.0282e-06±5.24e-06	VERB
esrj-63860	270	25	ry	ry	PROPN
esrj-63860	270	26	(	(	PUNCT
esrj-63860	270	27	rad	rad	PROPN
esrj-63860	270	28	)	)	PUNCT
esrj-63860	270	29	2.59e-05±4.91e-06	2.59e-05±4.91e-06	NOUN
esrj-63860	270	30	2.15e-05±6.02e-06	2.15e-05±6.02e-06	PROPN
esrj-63860	270	31	3.33e-05±4.73e-06	3.33e-05±4.73e-06	PROPN
esrj-63860	270	32	3.5482e-06±8.85e-06	3.5482e-06±8.85e-06	NUM
esrj-63860	270	33	rz	rz	NOUN
esrj-63860	270	34	(	(	PUNCT
esrj-63860	270	35	rad	rad	PROPN
esrj-63860	270	36	)	)	PUNCT
esrj-63860	270	37	8.85e-06±4.38e-06	8.85e-06±4.38e-06	NUM
esrj-63860	270	38	2.29e-05±6.31e-06	2.29e-05±6.31e-06	NUM
esrj-63860	270	39	4.32e-06±4.08e-06	4.32e-06±4.08e-06	PROPN
esrj-63860	270	40	3.9979e-05±9.02e-06	3.9979e-05±9.02e-06	PUNCT
esrj-63860	270	41	sf	sf	NOUN
esrj-63860	270	42	(	(	PUNCT
esrj-63860	270	43	ppm	ppm	NOUN
esrj-63860	270	44	)	)	PUNCT
esrj-63860	270	45	-9.523±3.08e-06	-9.523±3.08e-06	PRON
esrj-63860	270	46	2.321±3.54e-06	2.321±3.54e-06	NUM
esrj-63860	270	47	1.470±2.86e-06	1.470±2.86e-06	NUM
esrj-63860	270	48	-1.1354±5.16e-06	-1.1354±5.16e-06	NOUN
esrj-63860	271	1	73coordinate	73coordinate	NUM
esrj-63860	271	2	transformation	transformation	NOUN
esrj-63860	271	3	between	between	ADP
esrj-63860	271	4	global	global	ADJ
esrj-63860	271	5	and	and	CCONJ
esrj-63860	271	6	local	local	ADJ
esrj-63860	271	7	data	datum	NOUN
esrj-63860	271	8	based	base	VERB
esrj-63860	271	9	on	on	ADP
esrj-63860	271	10	artificial	artificial	ADJ
esrj-63860	271	11	neural	neural	ADJ
esrj-63860	271	12	network	network	NOUN
esrj-63860	271	13	with	with	ADP
esrj-63860	271	14	k	k	ADJ
esrj-63860	271	15	-	-	ADJ
esrj-63860	271	16	fold	fold	ADJ
esrj-63860	271	17	cross	cross	NOUN
esrj-63860	271	18	-	-	NOUN
esrj-63860	271	19	validation	validation	NOUN
esrj-63860	271	20	in	in	ADP
esrj-63860	271	21	ghana	ghana	PROPN
esrj-63860	271	22	suitable	suitable	ADJ
esrj-63860	271	23	for	for	ADP
esrj-63860	271	24	coordinate	coordinate	NOUN
esrj-63860	271	25	transformation	transformation	NOUN
esrj-63860	271	26	from	from	ADP
esrj-63860	271	27	wgs84	wgs84	PROPN
esrj-63860	271	28	to	to	ADP
esrj-63860	271	29	ghana	ghana	PROPN
esrj-63860	271	30	war	war	PROPN
esrj-63860	271	31	office	office	PROPN
esrj-63860	271	32	1926	1926	NUM
esrj-63860	271	33	.	.	PUNCT
esrj-63860	272	1	therefore	therefore	ADV
esrj-63860	272	2	,	,	PUNCT
esrj-63860	272	3	the	the	DET
esrj-63860	272	4	trained	train	VERB
esrj-63860	272	5	network	network	NOUN
esrj-63860	272	6	that	that	PRON
esrj-63860	272	7	produced	produce	VERB
esrj-63860	272	8	the	the	DET
esrj-63860	272	9	lowest	low	ADJ
esrj-63860	272	10	mse	mse	NOUN
esrj-63860	272	11	from	from	ADP
esrj-63860	272	12	the	the	DET
esrj-63860	272	13	testing	testing	NOUN
esrj-63860	272	14	dataset	dataset	NOUN
esrj-63860	272	15	was	be	AUX
esrj-63860	272	16	chosen	choose	VERB
esrj-63860	272	17	as	as	ADP
esrj-63860	272	18	the	the	DET
esrj-63860	272	19	best	good	ADJ
esrj-63860	272	20	rbfnn	rbfnn	NOUN
esrj-63860	272	21	scheme	scheme	NOUN
esrj-63860	272	22	.	.	PUNCT
esrj-63860	273	1	after	after	ADP
esrj-63860	273	2	several	several	ADJ
esrj-63860	273	3	trials	trial	NOUN
esrj-63860	273	4	,	,	PUNCT
esrj-63860	273	5	the	the	DET
esrj-63860	273	6	optimum	optimum	ADJ
esrj-63860	273	7	rbfnn	rbfnn	VERB
esrj-63860	273	8	scheme	scheme	NOUN
esrj-63860	273	9	for	for	ADP
esrj-63860	273	10	subsets	subset	NOUN
esrj-63860	273	11	1	1	NUM
esrj-63860	273	12	,	,	PUNCT
esrj-63860	273	13	2	2	NUM
esrj-63860	273	14	and	and	CCONJ
esrj-63860	273	15	3	3	NUM
esrj-63860	273	16	(	(	PUNCT
esrj-63860	273	17	tables	table	NOUN
esrj-63860	273	18	1	1	NUM
esrj-63860	273	19	and	and	CCONJ
esrj-63860	273	20	2	2	NUM
esrj-63860	273	21	)	)	PUNCT
esrj-63860	273	22	was	be	AUX
esrj-63860	273	23	[	[	X
esrj-63860	273	24	2	2	NUM
esrj-63860	273	25	-	-	SYM
esrj-63860	273	26	14	14	NUM
esrj-63860	273	27	-	-	SYM
esrj-63860	273	28	2	2	NUM
esrj-63860	273	29	]	]	PUNCT
esrj-63860	273	30	,	,	PUNCT
esrj-63860	273	31	while	while	SCONJ
esrj-63860	273	32	subset	subset	VERB
esrj-63860	273	33	4	4	NUM
esrj-63860	273	34	had	have	VERB
esrj-63860	273	35	[	[	X
esrj-63860	273	36	2	2	NUM
esrj-63860	273	37	-	-	SYM
esrj-63860	273	38	15	15	NUM
esrj-63860	273	39	-	-	SYM
esrj-63860	273	40	2	2	NUM
esrj-63860	273	41	]	]	PUNCT
esrj-63860	273	42	,	,	PUNCT
esrj-63860	273	43	respectively	respectively	ADV
esrj-63860	273	44	.	.	PUNCT
esrj-63860	274	1	the	the	DET
esrj-63860	274	2	interpretation	interpretation	NOUN
esrj-63860	274	3	here	here	ADV
esrj-63860	274	4	is	be	AUX
esrj-63860	274	5	that	that	SCONJ
esrj-63860	274	6	,	,	PUNCT
esrj-63860	274	7	two	two	NUM
esrj-63860	274	8	inputs	input	NOUN
esrj-63860	274	9	(	(	PUNCT
esrj-63860	274	10	φ	φ	NUM
esrj-63860	274	11	,	,	PUNCT
esrj-63860	274	12	λ)wgs84	λ)wgs84	PROPN
esrj-63860	274	13	,	,	PUNCT
esrj-63860	274	14	one	one	NUM
esrj-63860	274	15	hidden	hide	VERB
esrj-63860	274	16	layer	layer	NOUN
esrj-63860	274	17	of	of	ADP
esrj-63860	274	18	14	14	NUM
esrj-63860	274	19	neurons	neuron	NOUN
esrj-63860	274	20	and	and	CCONJ
esrj-63860	274	21	two	two	NUM
esrj-63860	274	22	outputs	output	NOUN
esrj-63860	274	23	(	(	PUNCT
esrj-63860	274	24	φ	φ	NOUN
esrj-63860	274	25	,	,	PUNCT
esrj-63860	274	26	λ)war	λ)war	PROPN
esrj-63860	274	27	,	,	PUNCT
esrj-63860	274	28	was	be	AUX
esrj-63860	274	29	achieved	achieve	VERB
esrj-63860	274	30	for	for	ADP
esrj-63860	274	31	subsets	subset	NOUN
esrj-63860	274	32	1	1	NUM
esrj-63860	274	33	,	,	PUNCT
esrj-63860	274	34	2	2	NUM
esrj-63860	274	35	and	and	CCONJ
esrj-63860	274	36	3	3	NUM
esrj-63860	274	37	whereas	whereas	ADV
esrj-63860	274	38	,	,	PUNCT
esrj-63860	274	39	subset	subset	VERB
esrj-63860	274	40	4	4	NUM
esrj-63860	274	41	differed	differ	VERB
esrj-63860	274	42	only	only	ADV
esrj-63860	274	43	by	by	ADP
esrj-63860	274	44	the	the	DET
esrj-63860	274	45	number	number	NOUN
esrj-63860	274	46	of	of	ADP
esrj-63860	274	47	hidden	hide	VERB
esrj-63860	274	48	neurons	neuron	NOUN
esrj-63860	274	49	(	(	PUNCT
esrj-63860	274	50	15	15	NUM
esrj-63860	274	51	)	)	PUNCT
esrj-63860	274	52	as	as	ADP
esrj-63860	274	53	its	its	PRON
esrj-63860	274	54	optimal	optimal	ADJ
esrj-63860	274	55	number	number	NOUN
esrj-63860	274	56	.	.	PUNCT
esrj-63860	275	1	the	the	DET
esrj-63860	275	2	results	result	NOUN
esrj-63860	275	3	produced	produce	VERB
esrj-63860	275	4	by	by	ADP
esrj-63860	275	5	these	these	DET
esrj-63860	275	6	optimum	optimum	ADJ
esrj-63860	275	7	rbfnn	rbfnn	NOUN
esrj-63860	275	8	models	model	NOUN
esrj-63860	275	9	were	be	AUX
esrj-63860	275	10	then	then	ADV
esrj-63860	275	11	projected	project	VERB
esrj-63860	275	12	onto	onto	ADP
esrj-63860	275	13	the	the	DET
esrj-63860	275	14	transverse	transverse	NOUN
esrj-63860	275	15	mercator	mercator	NOUN
esrj-63860	275	16	10	10	NUM
esrj-63860	275	17	nw	nw	PROPN
esrj-63860	275	18	to	to	PART
esrj-63860	275	19	get	get	VERB
esrj-63860	275	20	the	the	DET
esrj-63860	275	21	projected	project	VERB
esrj-63860	275	22	grid	grid	NOUN
esrj-63860	275	23	coordinates	coordinate	NOUN
esrj-63860	275	24	.	.	PUNCT
esrj-63860	276	1	this	this	PRON
esrj-63860	276	2	was	be	AUX
esrj-63860	276	3	done	do	VERB
esrj-63860	276	4	by	by	ADP
esrj-63860	276	5	using	use	VERB
esrj-63860	276	6	equations	equation	NOUN
esrj-63860	276	7	from	from	ADP
esrj-63860	276	8	ayer	ayer	NOUN
esrj-63860	276	9	(	(	PUNCT
esrj-63860	276	10	2008	2008	NUM
esrj-63860	276	11	)	)	PUNCT
esrj-63860	276	12	.	.	PUNCT
esrj-63860	277	1	for	for	ADP
esrj-63860	277	2	the	the	DET
esrj-63860	277	3	case	case	NOUN
esrj-63860	277	4	of	of	ADP
esrj-63860	277	5	the	the	DET
esrj-63860	277	6	bursawolf	bursawolf	PROPN
esrj-63860	277	7	model	model	NOUN
esrj-63860	277	8	,	,	PUNCT
esrj-63860	277	9	the	the	DET
esrj-63860	277	10	transformed	transform	VERB
esrj-63860	277	11	rectangular	rectangular	ADJ
esrj-63860	277	12	coordinates	coordinate	NOUN
esrj-63860	277	13	was	be	AUX
esrj-63860	277	14	first	first	ADV
esrj-63860	277	15	converted	convert	VERB
esrj-63860	277	16	into	into	ADP
esrj-63860	277	17	geodetic	geodetic	ADJ
esrj-63860	277	18	coordinates	coordinate	NOUN
esrj-63860	277	19	using	use	VERB
esrj-63860	277	20	bowring	bowre	VERB
esrj-63860	277	21	inverse	inverse	NOUN
esrj-63860	277	22	equation	equation	NOUN
esrj-63860	277	23	(	(	PUNCT
esrj-63860	277	24	bowring	bowring	NOUN
esrj-63860	277	25	,	,	PUNCT
esrj-63860	277	26	1976	1976	NUM
esrj-63860	277	27	)	)	PUNCT
esrj-63860	277	28	and	and	CCONJ
esrj-63860	277	29	then	then	ADV
esrj-63860	277	30	projected	project	VERB
esrj-63860	277	31	onto	onto	ADP
esrj-63860	277	32	the	the	DET
esrj-63860	277	33	transverse	transverse	NOUN
esrj-63860	277	34	mercator	mercator	NOUN
esrj-63860	277	35	.	.	PUNCT
esrj-63860	278	1	these	these	DET
esrj-63860	278	2	projections	projection	NOUN
esrj-63860	278	3	were	be	AUX
esrj-63860	278	4	necessary	necessary	ADJ
esrj-63860	278	5	because	because	SCONJ
esrj-63860	278	6	ghana	ghana	PROPN
esrj-63860	278	7	utilises	utilise	VERB
esrj-63860	278	8	the	the	DET
esrj-63860	278	9	2d	2d	NUM
esrj-63860	278	10	projected	project	VERB
esrj-63860	278	11	grid	grid	NOUN
esrj-63860	278	12	coordinate	coordinate	NOUN
esrj-63860	278	13	system	system	NOUN
esrj-63860	278	14	(	(	PUNCT
esrj-63860	278	15	easting	easte	VERB
esrj-63860	278	16	,	,	PUNCT
esrj-63860	278	17	northing	northe	VERB
esrj-63860	278	18	)	)	PUNCT
esrj-63860	278	19	for	for	ADP
esrj-63860	278	20	its	its	PRON
esrj-63860	278	21	surveying	surveying	NOUN
esrj-63860	278	22	and	and	CCONJ
esrj-63860	278	23	mapping	mapping	NOUN
esrj-63860	278	24	related	related	ADJ
esrj-63860	278	25	activities	activity	NOUN
esrj-63860	278	26	.	.	PUNCT
esrj-63860	279	1	k	k	ADJ
esrj-63860	279	2	-	-	ADJ
esrj-63860	279	3	fold	fold	ADJ
esrj-63860	279	4	cross	cross	ADJ
esrj-63860	279	5	-	-	ADJ
esrj-63860	279	6	validation	validation	ADJ
esrj-63860	279	7	analysis	analysis	NOUN
esrj-63860	279	8	the	the	DET
esrj-63860	279	9	k	k	ADJ
esrj-63860	279	10	-	-	ADJ
esrj-63860	279	11	fold	fold	ADJ
esrj-63860	279	12	cross	cross	ADJ
esrj-63860	279	13	-	-	ADJ
esrj-63860	279	14	validation	validation	ADJ
esrj-63860	279	15	technique	technique	NOUN
esrj-63860	279	16	enables	enable	VERB
esrj-63860	279	17	the	the	DET
esrj-63860	279	18	modeller	modeller	NOUN
esrj-63860	279	19	and	and	CCONJ
esrj-63860	279	20	the	the	DET
esrj-63860	279	21	user	user	NOUN
esrj-63860	279	22	to	to	PART
esrj-63860	279	23	have	have	VERB
esrj-63860	279	24	an	an	DET
esrj-63860	279	25	honest	honest	ADJ
esrj-63860	279	26	assessment	assessment	NOUN
esrj-63860	279	27	of	of	ADP
esrj-63860	279	28	the	the	DET
esrj-63860	279	29	models	model	NOUN
esrj-63860	279	30	predictive	predictive	ADJ
esrj-63860	279	31	performance	performance	NOUN
esrj-63860	279	32	.	.	PUNCT
esrj-63860	280	1	the	the	DET
esrj-63860	280	2	objective	objective	NOUN
esrj-63860	280	3	here	here	ADV
esrj-63860	280	4	is	be	AUX
esrj-63860	280	5	to	to	PART
esrj-63860	280	6	test	test	VERB
esrj-63860	280	7	the	the	DET
esrj-63860	280	8	potential	potential	NOUN
esrj-63860	280	9	of	of	ADP
esrj-63860	280	10	rbfnn	rbfnn	NOUN
esrj-63860	280	11	via	via	ADP
esrj-63860	280	12	kcv	kcv	NOUN
esrj-63860	280	13	for	for	ADP
esrj-63860	280	14	the	the	DET
esrj-63860	280	15	first	first	ADJ
esrj-63860	280	16	time	time	NOUN
esrj-63860	280	17	in	in	ADP
esrj-63860	280	18	coordinate	coordinate	NOUN
esrj-63860	280	19	transformation	transformation	NOUN
esrj-63860	280	20	under	under	ADP
esrj-63860	280	21	data	data	NOUN
esrj-63860	280	22	-	-	PUNCT
esrj-63860	280	23	insufficient	insufficient	ADJ
esrj-63860	280	24	situation	situation	NOUN
esrj-63860	280	25	in	in	ADP
esrj-63860	280	26	ghana	ghana	PROPN
esrj-63860	280	27	geodetic	geodetic	ADJ
esrj-63860	280	28	reference	reference	NOUN
esrj-63860	280	29	network	network	NOUN
esrj-63860	280	30	.	.	PUNCT
esrj-63860	281	1	in	in	SCONJ
esrj-63860	281	2	order	order	NOUN
esrj-63860	281	3	to	to	PART
esrj-63860	281	4	evaluate	evaluate	VERB
esrj-63860	281	5	the	the	DET
esrj-63860	281	6	extent	extent	NOUN
esrj-63860	281	7	at	at	ADP
esrj-63860	281	8	which	which	PRON
esrj-63860	281	9	the	the	DET
esrj-63860	281	10	rbfnn	rbfnn	NOUN
esrj-63860	281	11	and	and	CCONJ
esrj-63860	281	12	bursawolf	bursawolf	PROPN
esrj-63860	281	13	model	model	NOUN
esrj-63860	281	14	transformed	transform	VERB
esrj-63860	281	15	coordinates	coordinate	NOUN
esrj-63860	281	16	deviate	deviate	VERB
esrj-63860	281	17	from	from	ADP
esrj-63860	281	18	the	the	DET
esrj-63860	281	19	measured	measure	VERB
esrj-63860	281	20	,	,	PUNCT
esrj-63860	281	21	horizontal	horizontal	ADJ
esrj-63860	281	22	positional	positional	ADJ
esrj-63860	281	23	residuals	residual	NOUN
esrj-63860	281	24	using	use	VERB
esrj-63860	281	25	eq	eq	ADP
esrj-63860	281	26	.	.	PUNCT
esrj-63860	282	1	(	(	PUNCT
esrj-63860	282	2	13	13	NUM
esrj-63860	282	3	)	)	PUNCT
esrj-63860	282	4	were	be	AUX
esrj-63860	282	5	estimated	estimate	VERB
esrj-63860	282	6	and	and	CCONJ
esrj-63860	282	7	evaluated	evaluate	VERB
esrj-63860	282	8	.	.	PUNCT
esrj-63860	283	1	the	the	DET
esrj-63860	283	2	essence	essence	NOUN
esrj-63860	283	3	is	be	AUX
esrj-63860	283	4	to	to	PART
esrj-63860	283	5	know	know	VERB
esrj-63860	283	6	the	the	DET
esrj-63860	283	7	practical	practical	ADJ
esrj-63860	283	8	application	application	NOUN
esrj-63860	283	9	of	of	ADP
esrj-63860	283	10	the	the	DET
esrj-63860	283	11	bursa	bursa	NOUN
esrj-63860	283	12	-	-	PUNCT
esrj-63860	283	13	wolf	wolf	NOUN
esrj-63860	283	14	and	and	CCONJ
esrj-63860	283	15	rbfnn	rbfnn	VERB
esrj-63860	283	16	transformed	transform	VERB
esrj-63860	283	17	coordinates	coordinate	NOUN
esrj-63860	283	18	.	.	PUNCT
esrj-63860	284	1	the	the	DET
esrj-63860	284	2	various	various	ADJ
esrj-63860	284	3	positional	positional	ADJ
esrj-63860	284	4	errors	error	NOUN
esrj-63860	284	5	determined	determine	VERB
esrj-63860	284	6	at	at	ADP
esrj-63860	284	7	the	the	DET
esrj-63860	284	8	training	training	NOUN
esrj-63860	284	9	and	and	CCONJ
esrj-63860	284	10	testing	testing	NOUN
esrj-63860	284	11	stages	stage	NOUN
esrj-63860	284	12	for	for	ADP
esrj-63860	284	13	all	all	DET
esrj-63860	284	14	the	the	DET
esrj-63860	284	15	four	four	NUM
esrj-63860	284	16	-	-	PUNCT
esrj-63860	284	17	folds	fold	NOUN
esrj-63860	284	18	are	be	AUX
esrj-63860	284	19	shown	show	VERB
esrj-63860	284	20	in	in	ADP
esrj-63860	284	21	figures	figure	NOUN
esrj-63860	284	22	3	3	NUM
esrj-63860	284	23	to	to	PART
esrj-63860	284	24	10	10	NUM
esrj-63860	284	25	,	,	PUNCT
esrj-63860	284	26	respectively	respectively	ADV
esrj-63860	284	27	.	.	PUNCT
esrj-63860	285	1	with	with	ADP
esrj-63860	285	2	reference	reference	NOUN
esrj-63860	285	3	to	to	ADP
esrj-63860	285	4	figures	figure	NOUN
esrj-63860	285	5	3	3	NUM
esrj-63860	285	6	,	,	PUNCT
esrj-63860	285	7	4	4	NUM
esrj-63860	285	8	,	,	PUNCT
esrj-63860	285	9	5	5	NUM
esrj-63860	285	10	and	and	CCONJ
esrj-63860	285	11	6	6	NUM
esrj-63860	285	12	,	,	PUNCT
esrj-63860	285	13	it	it	PRON
esrj-63860	285	14	is	be	AUX
esrj-63860	285	15	known	know	VERB
esrj-63860	285	16	that	that	SCONJ
esrj-63860	285	17	the	the	DET
esrj-63860	285	18	respective	respective	ADJ
esrj-63860	285	19	transformed	transform	VERB
esrj-63860	285	20	training	training	NOUN
esrj-63860	285	21	coordinates	coordinate	NOUN
esrj-63860	285	22	from	from	ADP
esrj-63860	285	23	the	the	DET
esrj-63860	285	24	rbfnn	rbfnn	NOUN
esrj-63860	285	25	model	model	NOUN
esrj-63860	285	26	demonstrated	demonstrate	VERB
esrj-63860	285	27	low	low	ADJ
esrj-63860	285	28	bias	bias	NOUN
esrj-63860	285	29	in	in	ADP
esrj-63860	285	30	the	the	DET
esrj-63860	285	31	training	training	NOUN
esrj-63860	285	32	data	datum	NOUN
esrj-63860	285	33	than	than	ADP
esrj-63860	285	34	the	the	DET
esrj-63860	285	35	bursa	bursa	NOUN
esrj-63860	285	36	-	-	PUNCT
esrj-63860	285	37	wolf	wolf	NOUN
esrj-63860	285	38	model	model	NOUN
esrj-63860	285	39	.	.	PUNCT
esrj-63860	286	1	this	this	PRON
esrj-63860	286	2	means	mean	VERB
esrj-63860	286	3	that	that	SCONJ
esrj-63860	286	4	the	the	DET
esrj-63860	286	5	rbfnn	rbfnn	NOUN
esrj-63860	286	6	transformed	transform	VERB
esrj-63860	286	7	outputs	output	NOUN
esrj-63860	286	8	do	do	AUX
esrj-63860	286	9	not	not	PART
esrj-63860	286	10	differ	differ	VERB
esrj-63860	286	11	greatly	greatly	ADV
esrj-63860	286	12	from	from	ADP
esrj-63860	286	13	the	the	DET
esrj-63860	286	14	measured	measure	VERB
esrj-63860	286	15	(	(	PUNCT
esrj-63860	286	16	target	target	NOUN
esrj-63860	286	17	)	)	PUNCT
esrj-63860	286	18	training	training	NOUN
esrj-63860	286	19	data	datum	NOUN
esrj-63860	286	20	and	and	CCONJ
esrj-63860	286	21	thus	thus	ADV
esrj-63860	286	22	was	be	AUX
esrj-63860	286	23	able	able	ADJ
esrj-63860	286	24	to	to	PART
esrj-63860	286	25	learn	learn	VERB
esrj-63860	286	26	the	the	DET
esrj-63860	286	27	training	training	NOUN
esrj-63860	286	28	data	datum	NOUN
esrj-63860	286	29	in	in	ADP
esrj-63860	286	30	a	a	DET
esrj-63860	286	31	more	more	ADV
esrj-63860	286	32	effective	effective	ADJ
esrj-63860	286	33	manner	manner	NOUN
esrj-63860	286	34	due	due	ADP
esrj-63860	286	35	to	to	ADP
esrj-63860	286	36	its	its	PRON
esrj-63860	286	37	adaptive	adaptive	ADJ
esrj-63860	286	38	computational	computational	ADJ
esrj-63860	286	39	capabilities	capability	NOUN
esrj-63860	286	40	compared	compare	VERB
esrj-63860	286	41	with	with	ADP
esrj-63860	286	42	the	the	DET
esrj-63860	286	43	parametric	parametric	ADJ
esrj-63860	286	44	method	method	NOUN
esrj-63860	286	45	of	of	ADP
esrj-63860	286	46	the	the	DET
esrj-63860	286	47	bursa	bursa	NOUN
esrj-63860	286	48	-	-	PUNCT
esrj-63860	286	49	wolf	wolf	NOUN
esrj-63860	286	50	model	model	NOUN
esrj-63860	286	51	.	.	PUNCT
esrj-63860	287	1	this	this	DET
esrj-63860	287	2	phenomenon	phenomenon	NOUN
esrj-63860	287	3	was	be	AUX
esrj-63860	287	4	observed	observe	VERB
esrj-63860	287	5	in	in	ADP
esrj-63860	287	6	all	all	DET
esrj-63860	287	7	the	the	DET
esrj-63860	287	8	four	four	NUM
esrj-63860	287	9	-	-	PUNCT
esrj-63860	287	10	folds	fold	NOUN
esrj-63860	287	11	of	of	ADP
esrj-63860	287	12	the	the	DET
esrj-63860	287	13	training	training	NOUN
esrj-63860	287	14	data	datum	NOUN
esrj-63860	287	15	as	as	SCONJ
esrj-63860	287	16	shown	show	VERB
esrj-63860	287	17	in	in	ADP
esrj-63860	287	18	figures	figure	NOUN
esrj-63860	287	19	3	3	NUM
esrj-63860	287	20	,	,	PUNCT
esrj-63860	287	21	4	4	NUM
esrj-63860	287	22	,	,	PUNCT
esrj-63860	287	23	5	5	NUM
esrj-63860	287	24	and	and	CCONJ
esrj-63860	287	25	6	6	NUM
esrj-63860	287	26	,	,	PUNCT
esrj-63860	287	27	respectively	respectively	ADV
esrj-63860	287	28	.	.	PUNCT
esrj-63860	288	1	figures	figure	NOUN
esrj-63860	288	2	7	7	NUM
esrj-63860	288	3	,	,	PUNCT
esrj-63860	288	4	8	8	NUM
esrj-63860	288	5	,	,	PUNCT
esrj-63860	288	6	9	9	NUM
esrj-63860	288	7	and	and	CCONJ
esrj-63860	288	8	10	10	NUM
esrj-63860	288	9	display	display	VERB
esrj-63860	288	10	how	how	SCONJ
esrj-63860	288	11	well	well	ADV
esrj-63860	288	12	the	the	DET
esrj-63860	288	13	bursa	bursa	NOUN
esrj-63860	288	14	-	-	PUNCT
esrj-63860	288	15	wolf	wolf	NOUN
esrj-63860	288	16	and	and	CCONJ
esrj-63860	288	17	rbfnn	rbfnn	VERB
esrj-63860	288	18	models	model	NOUN
esrj-63860	288	19	generalised	generalise	VERB
esrj-63860	288	20	on	on	ADP
esrj-63860	288	21	the	the	DET
esrj-63860	288	22	testing	testing	NOUN
esrj-63860	288	23	data	datum	NOUN
esrj-63860	288	24	for	for	ADP
esrj-63860	288	25	the	the	DET
esrj-63860	288	26	four	four	NUM
esrj-63860	288	27	-	-	PUNCT
esrj-63860	288	28	folds	fold	NOUN
esrj-63860	288	29	.	.	PUNCT
esrj-63860	289	1	it	it	PRON
esrj-63860	289	2	is	be	AUX
esrj-63860	289	3	acceptable	acceptable	ADJ
esrj-63860	289	4	that	that	SCONJ
esrj-63860	289	5	the	the	DET
esrj-63860	289	6	strength	strength	NOUN
esrj-63860	289	7	of	of	ADP
esrj-63860	289	8	a	a	DET
esrj-63860	289	9	model	model	NOUN
esrj-63860	289	10	lies	lie	VERB
esrj-63860	289	11	in	in	ADP
esrj-63860	289	12	its	its	PRON
esrj-63860	289	13	ability	ability	NOUN
esrj-63860	289	14	to	to	PART
esrj-63860	289	15	give	give	VERB
esrj-63860	289	16	a	a	DET
esrj-63860	289	17	least	least	ADJ
esrj-63860	289	18	prediction	prediction	NOUN
esrj-63860	289	19	error	error	NOUN
esrj-63860	289	20	when	when	SCONJ
esrj-63860	289	21	unseen	unseen	ADJ
esrj-63860	289	22	data	datum	NOUN
esrj-63860	289	23	is	be	AUX
esrj-63860	289	24	introduced	introduce	VERB
esrj-63860	289	25	into	into	ADP
esrj-63860	289	26	the	the	DET
esrj-63860	289	27	model	model	NOUN
esrj-63860	289	28	.	.	PUNCT
esrj-63860	290	1	a	a	DET
esrj-63860	290	2	visual	visual	ADJ
esrj-63860	290	3	inspection	inspection	NOUN
esrj-63860	290	4	in	in	ADP
esrj-63860	290	5	figures	figure	NOUN
esrj-63860	290	6	7	7	NUM
esrj-63860	290	7	,	,	PUNCT
esrj-63860	290	8	8	8	NUM
esrj-63860	290	9	,	,	PUNCT
esrj-63860	290	10	9	9	NUM
esrj-63860	290	11	and	and	CCONJ
esrj-63860	290	12	10	10	NUM
esrj-63860	290	13	clearly	clearly	ADV
esrj-63860	290	14	exposed	expose	VERB
esrj-63860	290	15	the	the	DET
esrj-63860	290	16	strength	strength	NOUN
esrj-63860	290	17	of	of	ADP
esrj-63860	290	18	rbfnn	rbfnn	NOUN
esrj-63860	290	19	generalisation	generalisation	NOUN
esrj-63860	290	20	over	over	ADP
esrj-63860	290	21	the	the	DET
esrj-63860	290	22	bursawolf	bursawolf	NOUN
esrj-63860	290	23	model	model	NOUN
esrj-63860	290	24	in	in	ADP
esrj-63860	290	25	terms	term	NOUN
esrj-63860	290	26	of	of	ADP
esrj-63860	290	27	horizontal	horizontal	ADJ
esrj-63860	290	28	accuracy	accuracy	NOUN
esrj-63860	290	29	.	.	PUNCT
esrj-63860	291	1	moreover	moreover	ADV
esrj-63860	291	2	,	,	PUNCT
esrj-63860	291	3	figures	figure	NOUN
esrj-63860	291	4	7	7	NUM
esrj-63860	291	5	,	,	PUNCT
esrj-63860	291	6	8	8	NUM
esrj-63860	291	7	,	,	PUNCT
esrj-63860	291	8	9	9	NUM
esrj-63860	291	9	and	and	CCONJ
esrj-63860	291	10	10	10	NUM
esrj-63860	291	11	suggest	suggest	VERB
esrj-63860	291	12	that	that	SCONJ
esrj-63860	291	13	encouraging	encourage	VERB
esrj-63860	291	14	horizontal	horizontal	ADJ
esrj-63860	291	15	coordinates	coordinate	NOUN
esrj-63860	291	16	were	be	AUX
esrj-63860	291	17	produced	produce	VERB
esrj-63860	291	18	by	by	ADP
esrj-63860	291	19	the	the	DET
esrj-63860	291	20	rbfnn	rbfnn	NOUN
esrj-63860	291	21	model	model	NOUN
esrj-63860	291	22	.	.	PUNCT
esrj-63860	292	1	furthermore	furthermore	ADV
esrj-63860	292	2	,	,	PUNCT
esrj-63860	292	3	these	these	DET
esrj-63860	292	4	assertions	assertion	NOUN
esrj-63860	292	5	are	be	AUX
esrj-63860	292	6	buttressed	buttress	VERB
esrj-63860	292	7	by	by	ADP
esrj-63860	292	8	the	the	DET
esrj-63860	292	9	interpretation	interpretation	NOUN
esrj-63860	292	10	of	of	ADP
esrj-63860	292	11	the	the	DET
esrj-63860	292	12	quantitative	quantitative	ADJ
esrj-63860	292	13	estimations	estimation	NOUN
esrj-63860	292	14	of	of	ADP
esrj-63860	292	15	the	the	DET
esrj-63860	292	16	horizontal	horizontal	ADJ
esrj-63860	292	17	positional	positional	ADJ
esrj-63860	292	18	accuracy	accuracy	NOUN
esrj-63860	292	19	assessment	assessment	NOUN
esrj-63860	292	20	for	for	ADP
esrj-63860	292	21	the	the	DET
esrj-63860	292	22	training	training	NOUN
esrj-63860	292	23	and	and	CCONJ
esrj-63860	292	24	testing	testing	NOUN
esrj-63860	292	25	set	set	VERB
esrj-63860	292	26	as	as	SCONJ
esrj-63860	292	27	presented	present	VERB
esrj-63860	292	28	in	in	ADP
esrj-63860	292	29	table	table	NOUN
esrj-63860	292	30	4	4	NUM
esrj-63860	292	31	.	.	PUNCT
esrj-63860	293	1	it	it	PRON
esrj-63860	293	2	is	be	AUX
esrj-63860	293	3	well	well	ADV
esrj-63860	293	4	understood	understand	VERB
esrj-63860	293	5	that	that	SCONJ
esrj-63860	293	6	to	to	PART
esrj-63860	293	7	evaluate	evaluate	VERB
esrj-63860	293	8	the	the	DET
esrj-63860	293	9	overall	overall	ADJ
esrj-63860	293	10	performance	performance	NOUN
esrj-63860	293	11	of	of	ADP
esrj-63860	293	12	a	a	DET
esrj-63860	293	13	model	model	NOUN
esrj-63860	293	14	via	via	ADP
esrj-63860	293	15	kcv	kcv	NOUN
esrj-63860	293	16	technique	technique	NOUN
esrj-63860	293	17	,	,	PUNCT
esrj-63860	293	18	there	there	PRON
esrj-63860	293	19	is	be	VERB
esrj-63860	293	20	the	the	DET
esrj-63860	293	21	need	need	NOUN
esrj-63860	293	22	to	to	PART
esrj-63860	293	23	find	find	VERB
esrj-63860	293	24	the	the	DET
esrj-63860	293	25	average	average	NOUN
esrj-63860	293	26	across	across	ADP
esrj-63860	293	27	the	the	DET
esrj-63860	293	28	k	k	NOUN
esrj-63860	293	29	-	-	PUNCT
esrj-63860	293	30	folds	fold	NOUN
esrj-63860	293	31	‘	'	PUNCT
esrj-63860	293	32	optimal	optimal	ADJ
esrj-63860	293	33	’	'	PUNCT
esrj-63860	293	34	models	model	NOUN
esrj-63860	293	35	error	error	NOUN
esrj-63860	293	36	estimates	estimate	NOUN
esrj-63860	293	37	as	as	SCONJ
esrj-63860	293	38	quantified	quantify	VERB
esrj-63860	293	39	by	by	ADP
esrj-63860	293	40	the	the	DET
esrj-63860	293	41	performance	performance	NOUN
esrj-63860	293	42	metrics	metric	NOUN
esrj-63860	293	43	(	(	PUNCT
esrj-63860	293	44	jung	jung	NOUN
esrj-63860	293	45	and	and	CCONJ
esrj-63860	293	46	hu	hu	PROPN
esrj-63860	293	47	,	,	PUNCT
esrj-63860	293	48	2015	2015	NUM
esrj-63860	293	49	)	)	PUNCT
esrj-63860	293	50	.	.	PUNCT
esrj-63860	294	1	that	that	PRON
esrj-63860	294	2	is	be	AUX
esrj-63860	294	3	,	,	PUNCT
esrj-63860	294	4	find	find	VERB
esrj-63860	294	5	the	the	DET
esrj-63860	294	6	average	average	NOUN
esrj-63860	294	7	of	of	ADP
esrj-63860	294	8	each	each	DET
esrj-63860	294	9	performance	performance	NOUN
esrj-63860	294	10	metric	metric	ADJ
esrj-63860	294	11	results	result	NOUN
esrj-63860	294	12	presented	present	VERB
esrj-63860	294	13	in	in	ADP
esrj-63860	294	14	table	table	NOUN
esrj-63860	294	15	4	4	NUM
esrj-63860	294	16	across	across	ADP
esrj-63860	294	17	the	the	DET
esrj-63860	294	18	entire	entire	ADJ
esrj-63860	294	19	four	four	NUM
esrj-63860	294	20	-	-	ADJ
esrj-63860	294	21	fold	fold	ADJ
esrj-63860	294	22	.	.	PUNCT
esrj-63860	295	1	hence	hence	ADV
esrj-63860	295	2	,	,	PUNCT
esrj-63860	295	3	the	the	DET
esrj-63860	295	4	four	four	NUM
esrj-63860	295	5	-	-	ADJ
esrj-63860	295	6	fold	fold	ADJ
esrj-63860	295	7	cross	cross	NOUN
esrj-63860	295	8	validation	validation	NOUN
esrj-63860	295	9	technique	technique	NOUN
esrj-63860	295	10	average	average	ADJ
esrj-63860	295	11	performance	performance	NOUN
esrj-63860	295	12	based	base	VERB
esrj-63860	295	13	on	on	ADP
esrj-63860	295	14	the	the	DET
esrj-63860	295	15	statistical	statistical	ADJ
esrj-63860	295	16	analytical	analytical	ADJ
esrj-63860	295	17	tools	tool	NOUN
esrj-63860	295	18	applied	apply	VERB
esrj-63860	295	19	to	to	ADP
esrj-63860	295	20	the	the	DET
esrj-63860	295	21	bursa	bursa	NOUN
esrj-63860	295	22	-	-	PUNCT
esrj-63860	295	23	wolf	wolf	NOUN
esrj-63860	295	24	and	and	CCONJ
esrj-63860	295	25	rbfnn	rbfnn	VERB
esrj-63860	295	26	transformed	transform	VERB
esrj-63860	295	27	coordinates	coordinate	NOUN
esrj-63860	295	28	is	be	AUX
esrj-63860	295	29	given	give	VERB
esrj-63860	295	30	in	in	ADP
esrj-63860	295	31	table	table	NOUN
esrj-63860	295	32	5	5	NUM
esrj-63860	295	33	.	.	PUNCT
esrj-63860	296	1	as	as	SCONJ
esrj-63860	296	2	can	can	AUX
esrj-63860	296	3	be	be	AUX
esrj-63860	296	4	seen	see	VERB
esrj-63860	296	5	from	from	ADP
esrj-63860	296	6	the	the	DET
esrj-63860	296	7	descriptive	descriptive	ADJ
esrj-63860	296	8	statistics	statistic	NOUN
esrj-63860	296	9	in	in	ADP
esrj-63860	296	10	table	table	NOUN
esrj-63860	296	11	5	5	NUM
esrj-63860	296	12	,	,	PUNCT
esrj-63860	296	13	it	it	PRON
esrj-63860	296	14	is	be	AUX
esrj-63860	296	15	noticeable	noticeable	ADJ
esrj-63860	296	16	that	that	SCONJ
esrj-63860	296	17	the	the	DET
esrj-63860	296	18	rbfnn	rbfnn	NOUN
esrj-63860	296	19	model	model	NOUN
esrj-63860	296	20	performed	perform	VERB
esrj-63860	296	21	better	well	ADV
esrj-63860	296	22	than	than	ADP
esrj-63860	296	23	the	the	DET
esrj-63860	296	24	bursa	bursa	NOUN
esrj-63860	296	25	-	-	PUNCT
esrj-63860	296	26	wolf	wolf	NOUN
esrj-63860	296	27	model	model	NOUN
esrj-63860	296	28	.	.	PUNCT
esrj-63860	297	1	the	the	DET
esrj-63860	297	2	rmsehe	rmsehe	PROPN
esrj-63860	297	3	test	test	NOUN
esrj-63860	297	4	results	result	NOUN
esrj-63860	297	5	(	(	PUNCT
esrj-63860	297	6	table	table	NOUN
esrj-63860	297	7	5	5	NUM
esrj-63860	297	8	)	)	PUNCT
esrj-63860	297	9	indicate	indicate	VERB
esrj-63860	297	10	that	that	SCONJ
esrj-63860	297	11	the	the	DET
esrj-63860	297	12	rbfnn	rbfnn	NOUN
esrj-63860	297	13	model	model	NOUN
esrj-63860	297	14	had	have	VERB
esrj-63860	297	15	the	the	DET
esrj-63860	297	16	least	least	ADJ
esrj-63860	297	17	total	total	ADJ
esrj-63860	297	18	horizontal	horizontal	ADJ
esrj-63860	297	19	dispersion	dispersion	NOUN
esrj-63860	297	20	of	of	ADP
esrj-63860	297	21	0.797	0.797	NUM
esrj-63860	297	22	m	m	NOUN
esrj-63860	297	23	,	,	PUNCT
esrj-63860	297	24	while	while	SCONJ
esrj-63860	297	25	1.1820	1.1820	NUM
esrj-63860	297	26	m	m	NOUN
esrj-63860	297	27	was	be	AUX
esrj-63860	297	28	achieved	achieve	VERB
esrj-63860	297	29	by	by	ADP
esrj-63860	297	30	the	the	DET
esrj-63860	297	31	bursawolf	bursawolf	PROPN
esrj-63860	297	32	model	model	NOUN
esrj-63860	297	33	.	.	PUNCT
esrj-63860	298	1	these	these	DET
esrj-63860	298	2	rmsehe	rmsehe	ADV
esrj-63860	298	3	calculated	calculate	VERB
esrj-63860	298	4	values	value	NOUN
esrj-63860	298	5	describe	describe	VERB
esrj-63860	298	6	the	the	DET
esrj-63860	298	7	total	total	ADJ
esrj-63860	298	8	uncertainties	uncertainty	NOUN
esrj-63860	298	9	exhibited	exhibit	VERB
esrj-63860	298	10	in	in	ADP
esrj-63860	298	11	the	the	DET
esrj-63860	298	12	entire	entire	ADJ
esrj-63860	298	13	integrated	integrate	VERB
esrj-63860	298	14	horizontal	horizontal	ADJ
esrj-63860	298	15	coordinates	coordinate	NOUN
esrj-63860	298	16	.	.	PUNCT
esrj-63860	299	1	on	on	ADP
esrj-63860	299	2	account	account	NOUN
esrj-63860	299	3	of	of	ADP
esrj-63860	299	4	the	the	DET
esrj-63860	299	5	mean	mean	NOUN
esrj-63860	299	6	he	he	PRON
esrj-63860	299	7	test	test	VERB
esrj-63860	299	8	results	result	NOUN
esrj-63860	299	9	(	(	PUNCT
esrj-63860	299	10	table	table	NOUN
esrj-63860	299	11	5	5	NUM
esrj-63860	299	12	)	)	PUNCT
esrj-63860	299	13	,	,	PUNCT
esrj-63860	299	14	it	it	PRON
esrj-63860	299	15	could	could	AUX
esrj-63860	299	16	be	be	AUX
esrj-63860	299	17	stated	state	VERB
esrj-63860	299	18	that	that	SCONJ
esrj-63860	299	19	when	when	SCONJ
esrj-63860	299	20	the	the	DET
esrj-63860	299	21	rbfnn	rbfnn	NOUN
esrj-63860	299	22	model	model	NOUN
esrj-63860	299	23	is	be	AUX
esrj-63860	299	24	applied	apply	VERB
esrj-63860	299	25	in	in	ADP
esrj-63860	299	26	the	the	DET
esrj-63860	299	27	study	study	NOUN
esrj-63860	299	28	area	area	NOUN
esrj-63860	299	29	,	,	PUNCT
esrj-63860	299	30	a	a	DET
esrj-63860	299	31	horizontal	horizontal	ADJ
esrj-63860	299	32	positional	positional	ADJ
esrj-63860	299	33	error	error	NOUN
esrj-63860	299	34	in	in	ADP
esrj-63860	299	35	average	average	NOUN
esrj-63860	299	36	of	of	ADP
esrj-63860	299	37	0.704	0.704	NUM
esrj-63860	299	38	m	m	NOUN
esrj-63860	299	39	would	would	AUX
esrj-63860	299	40	be	be	AUX
esrj-63860	299	41	produced	produce	VERB
esrj-63860	299	42	as	as	ADP
esrj-63860	299	43	compared	compare	VERB
esrj-63860	299	44	with	with	ADP
esrj-63860	299	45	1.149	1.149	NUM
esrj-63860	299	46	m	m	NOUN
esrj-63860	299	47	by	by	ADP
esrj-63860	299	48	the	the	DET
esrj-63860	299	49	bursa	bursa	NOUN
esrj-63860	299	50	-	-	PUNCT
esrj-63860	299	51	wolf	wolf	NOUN
esrj-63860	299	52	model	model	NOUN
esrj-63860	299	53	.	.	PUNCT
esrj-63860	300	1	these	these	PRON
esrj-63860	300	2	mean	mean	VERB
esrj-63860	300	3	he	he	PRON
esrj-63860	300	4	values	value	NOUN
esrj-63860	300	5	denote	denote	VERB
esrj-63860	300	6	the	the	DET
esrj-63860	300	7	achievable	achievable	ADJ
esrj-63860	300	8	average	average	ADJ
esrj-63860	300	9	horizontal	horizontal	ADJ
esrj-63860	300	10	positional	positional	ADJ
esrj-63860	300	11	error	error	NOUN
esrj-63860	300	12	for	for	ADP
esrj-63860	300	13	bursa	bursa	NOUN
esrj-63860	300	14	-	-	PUNCT
esrj-63860	300	15	wolf	wolf	NOUN
esrj-63860	300	16	and	and	CCONJ
esrj-63860	300	17	rbfnn	rbfnn	NOUN
esrj-63860	300	18	models	model	NOUN
esrj-63860	300	19	,	,	PUNCT
esrj-63860	300	20	respectively	respectively	ADV
esrj-63860	300	21	.	.	PUNCT
esrj-63860	301	1	the	the	DET
esrj-63860	301	2	maximum	maximum	ADJ
esrj-63860	301	3	and	and	CCONJ
esrj-63860	301	4	minimum	minimum	NOUN
esrj-63860	301	5	he	he	PRON
esrj-63860	301	6	s	s	X
esrj-63860	301	7	(	(	PUNCT
esrj-63860	301	8	table	table	NOUN
esrj-63860	301	9	5	5	NUM
esrj-63860	301	10	)	)	PUNCT
esrj-63860	301	11	suggest	suggest	VERB
esrj-63860	301	12	the	the	DET
esrj-63860	301	13	interval	interval	NOUN
esrj-63860	301	14	at	at	ADP
esrj-63860	301	15	which	which	PRON
esrj-63860	301	16	the	the	DET
esrj-63860	301	17	error	error	NOUN
esrj-63860	301	18	produced	produce	VERB
esrj-63860	301	19	by	by	ADP
esrj-63860	301	20	figure	figure	NOUN
esrj-63860	301	21	3	3	NUM
esrj-63860	301	22	.	.	PUNCT
esrj-63860	301	23	horizontal	horizontal	ADJ
esrj-63860	301	24	positional	positional	ADJ
esrj-63860	301	25	residuals	residual	NOUN
esrj-63860	301	26	for	for	ADP
esrj-63860	301	27	subset	subset	NOUN
esrj-63860	301	28	1	1	NUM
esrj-63860	301	29	(	(	PUNCT
esrj-63860	301	30	training	training	NOUN
esrj-63860	301	31	)	)	PUNCT
esrj-63860	301	32	figure	figure	NOUN
esrj-63860	301	33	4	4	NUM
esrj-63860	301	34	.	.	PUNCT
esrj-63860	302	1	horizontal	horizontal	ADJ
esrj-63860	302	2	positional	positional	ADJ
esrj-63860	302	3	residuals	residual	NOUN
esrj-63860	302	4	for	for	ADP
esrj-63860	302	5	subset	subset	NOUN
esrj-63860	302	6	2	2	NUM
esrj-63860	302	7	(	(	PUNCT
esrj-63860	302	8	training	training	NOUN
esrj-63860	302	9	)	)	PUNCT
esrj-63860	302	10	figure	figure	NOUN
esrj-63860	302	11	5	5	NUM
esrj-63860	302	12	.	.	PUNCT
esrj-63860	303	1	horizontal	horizontal	ADJ
esrj-63860	303	2	positional	positional	ADJ
esrj-63860	303	3	residuals	residual	NOUN
esrj-63860	303	4	for	for	ADP
esrj-63860	303	5	subset	subset	NOUN
esrj-63860	303	6	3	3	NUM
esrj-63860	303	7	(	(	PUNCT
esrj-63860	303	8	training	training	NOUN
esrj-63860	303	9	)	)	PUNCT
esrj-63860	303	10	74	74	NUM
esrj-63860	303	11	yao	yao	PROPN
esrj-63860	303	12	yevenyo	yevenyo	PROPN
esrj-63860	303	13	ziggah	ziggah	PROPN
esrj-63860	303	14	,	,	PUNCT
esrj-63860	303	15	hu	hu	PROPN
esrj-63860	303	16	youjian	youjian	PROPN
esrj-63860	303	17	,	,	PUNCT
esrj-63860	303	18	alfonso	alfonso	PROPN
esrj-63860	303	19	rodrigo	rodrigo	PROPN
esrj-63860	303	20	tierra	tierra	PROPN
esrj-63860	303	21	,	,	PUNCT
esrj-63860	303	22	prosper	prosper	VERB
esrj-63860	303	23	basommi	basommi	ADJ
esrj-63860	303	24	laari	laari	PROPN
esrj-63860	303	25	bursa	bursa	NOUN
esrj-63860	303	26	-	-	PUNCT
esrj-63860	303	27	wolf	wolf	NOUN
esrj-63860	303	28	and	and	CCONJ
esrj-63860	303	29	rbfnn	rbfnn	VERB
esrj-63860	303	30	varies	varie	NOUN
esrj-63860	303	31	in	in	ADP
esrj-63860	303	32	the	the	DET
esrj-63860	303	33	study	study	NOUN
esrj-63860	303	34	area	area	NOUN
esrj-63860	303	35	.	.	PUNCT
esrj-63860	304	1	observation	observation	NOUN
esrj-63860	304	2	from	from	ADP
esrj-63860	304	3	table	table	NOUN
esrj-63860	304	4	5	5	NUM
esrj-63860	304	5	shows	show	VERB
esrj-63860	304	6	that	that	SCONJ
esrj-63860	304	7	the	the	DET
esrj-63860	304	8	rbfnn	rbfnn	NOUN
esrj-63860	304	9	achieved	achieve	VERB
esrj-63860	304	10	the	the	DET
esrj-63860	304	11	best	good	ADJ
esrj-63860	304	12	minimum	minimum	NOUN
esrj-63860	304	13	(	(	PUNCT
esrj-63860	304	14	0.241	0.241	NUM
esrj-63860	304	15	m	m	NOUN
esrj-63860	304	16	)	)	PUNCT
esrj-63860	304	17	and	and	CCONJ
esrj-63860	304	18	maximum	maximum	INTJ
esrj-63860	304	19	(	(	PUNCT
esrj-63860	304	20	1.351	1.351	NUM
esrj-63860	304	21	m	m	NOUN
esrj-63860	304	22	)	)	PUNCT
esrj-63860	304	23	he	he	PRON
esrj-63860	304	24	test	test	NOUN
esrj-63860	304	25	results	result	NOUN
esrj-63860	304	26	.	.	PUNCT
esrj-63860	305	1	thus	thus	ADV
esrj-63860	305	2	,	,	PUNCT
esrj-63860	305	3	the	the	DET
esrj-63860	305	4	rbfnn	rbfnn	NOUN
esrj-63860	305	5	has	have	VERB
esrj-63860	305	6	the	the	DET
esrj-63860	305	7	capability	capability	NOUN
esrj-63860	305	8	of	of	ADP
esrj-63860	305	9	producing	produce	VERB
esrj-63860	305	10	satisfactory	satisfactory	ADJ
esrj-63860	305	11	transformation	transformation	NOUN
esrj-63860	305	12	results	result	NOUN
esrj-63860	305	13	in	in	ADP
esrj-63860	305	14	the	the	DET
esrj-63860	305	15	ghana	ghana	PROPN
esrj-63860	305	16	geodetic	geodetic	ADJ
esrj-63860	305	17	reference	reference	NOUN
esrj-63860	305	18	network	network	NOUN
esrj-63860	305	19	(	(	PUNCT
esrj-63860	305	20	golden	golden	ADJ
esrj-63860	305	21	triangle	triangle	NOUN
esrj-63860	305	22	)	)	PUNCT
esrj-63860	305	23	than	than	ADP
esrj-63860	305	24	the	the	DET
esrj-63860	305	25	bursa	bursa	NOUN
esrj-63860	305	26	-	-	PUNCT
esrj-63860	305	27	wolf	wolf	PROPN
esrj-63860	305	28	model	model	NOUN
esrj-63860	305	29	.	.	PUNCT
esrj-63860	306	1	from	from	ADP
esrj-63860	306	2	the	the	DET
esrj-63860	306	3	sd	sd	NOUN
esrj-63860	306	4	computed	compute	VERB
esrj-63860	306	5	values	value	NOUN
esrj-63860	306	6	(	(	PUNCT
esrj-63860	306	7	table	table	NOUN
esrj-63860	306	8	5	5	NUM
esrj-63860	306	9	)	)	PUNCT
esrj-63860	306	10	,	,	PUNCT
esrj-63860	306	11	it	it	PRON
esrj-63860	306	12	could	could	AUX
esrj-63860	306	13	be	be	AUX
esrj-63860	306	14	seen	see	VERB
esrj-63860	306	15	that	that	SCONJ
esrj-63860	306	16	similar	similar	ADJ
esrj-63860	306	17	transformation	transformation	NOUN
esrj-63860	306	18	precision	precision	NOUN
esrj-63860	306	19	was	be	AUX
esrj-63860	306	20	produced	produce	VERB
esrj-63860	306	21	across	across	ADP
esrj-63860	306	22	the	the	DET
esrj-63860	306	23	four	four	NUM
esrj-63860	306	24	-	-	PUNCT
esrj-63860	306	25	folds	fold	NOUN
esrj-63860	306	26	by	by	ADP
esrj-63860	306	27	rbfnn	rbfnn	NOUN
esrj-63860	306	28	and	and	CCONJ
esrj-63860	306	29	bursa	bursa	NOUN
esrj-63860	306	30	-	-	PUNCT
esrj-63860	306	31	wolf	wolf	NOUN
esrj-63860	306	32	model	model	NOUN
esrj-63860	306	33	,	,	PUNCT
esrj-63860	306	34	respectively	respectively	ADV
esrj-63860	306	35	.	.	PUNCT
esrj-63860	307	1	consistent	consistent	ADJ
esrj-63860	307	2	with	with	ADP
esrj-63860	307	3	the	the	DET
esrj-63860	307	4	results	result	NOUN
esrj-63860	307	5	in	in	ADP
esrj-63860	307	6	table	table	NOUN
esrj-63860	307	7	5	5	NUM
esrj-63860	307	8	,	,	PUNCT
esrj-63860	307	9	it	it	PRON
esrj-63860	307	10	is	be	AUX
esrj-63860	307	11	clear	clear	ADJ
esrj-63860	307	12	that	that	SCONJ
esrj-63860	307	13	for	for	ADP
esrj-63860	307	14	the	the	DET
esrj-63860	307	15	study	study	NOUN
esrj-63860	307	16	area	area	NOUN
esrj-63860	307	17	the	the	DET
esrj-63860	307	18	rbfnn	rbfnn	NOUN
esrj-63860	307	19	approach	approach	NOUN
esrj-63860	307	20	is	be	AUX
esrj-63860	307	21	superior	superior	ADJ
esrj-63860	307	22	to	to	ADP
esrj-63860	307	23	the	the	DET
esrj-63860	307	24	bursa	bursa	NOUN
esrj-63860	307	25	-	-	PUNCT
esrj-63860	307	26	wolf	wolf	NOUN
esrj-63860	307	27	model	model	NOUN
esrj-63860	307	28	.	.	PUNCT
esrj-63860	308	1	the	the	DET
esrj-63860	308	2	strength	strength	NOUN
esrj-63860	308	3	of	of	ADP
esrj-63860	308	4	the	the	DET
esrj-63860	308	5	rbfnn	rbfnn	NOUN
esrj-63860	308	6	could	could	AUX
esrj-63860	308	7	be	be	AUX
esrj-63860	308	8	attributed	attribute	VERB
esrj-63860	308	9	to	to	ADP
esrj-63860	308	10	its	its	PRON
esrj-63860	308	11	non	non	ADJ
esrj-63860	308	12	-	-	ADJ
esrj-63860	308	13	parametric	parametric	ADJ
esrj-63860	308	14	properties	property	NOUN
esrj-63860	308	15	whereby	whereby	SCONJ
esrj-63860	308	16	it	it	PRON
esrj-63860	308	17	has	have	VERB
esrj-63860	308	18	the	the	DET
esrj-63860	308	19	capability	capability	NOUN
esrj-63860	308	20	to	to	PART
esrj-63860	308	21	adapt	adapt	VERB
esrj-63860	308	22	to	to	ADP
esrj-63860	308	23	the	the	DET
esrj-63860	308	24	dataset	dataset	NOUN
esrj-63860	308	25	without	without	ADP
esrj-63860	308	26	a	a	DET
esrj-63860	308	27	priori	priori	ADJ
esrj-63860	308	28	knowledge	knowledge	NOUN
esrj-63860	308	29	of	of	ADP
esrj-63860	308	30	the	the	DET
esrj-63860	308	31	underlying	underlying	ADJ
esrj-63860	308	32	functional	functional	ADJ
esrj-63860	308	33	relationship	relationship	NOUN
esrj-63860	308	34	describing	describe	VERB
esrj-63860	308	35	the	the	DET
esrj-63860	308	36	input	input	NOUN
esrj-63860	308	37	and	and	CCONJ
esrj-63860	308	38	output	output	NOUN
esrj-63860	308	39	dataset	dataset	NOUN
esrj-63860	308	40	.	.	PUNCT
esrj-63860	309	1	from	from	ADP
esrj-63860	309	2	these	these	DET
esrj-63860	309	3	results	result	NOUN
esrj-63860	309	4	,	,	PUNCT
esrj-63860	309	5	it	it	PRON
esrj-63860	309	6	can	can	AUX
esrj-63860	309	7	be	be	AUX
esrj-63860	309	8	stated	state	VERB
esrj-63860	309	9	that	that	SCONJ
esrj-63860	309	10	the	the	DET
esrj-63860	309	11	application	application	NOUN
esrj-63860	309	12	of	of	ADP
esrj-63860	309	13	rbfnn	rbfnn	NOUN
esrj-63860	309	14	via	via	ADP
esrj-63860	309	15	kcv	kcv	PROPN
esrj-63860	309	16	approach	approach	NOUN
esrj-63860	309	17	for	for	ADP
esrj-63860	309	18	coordinate	coordinate	NOUN
esrj-63860	309	19	transformation	transformation	NOUN
esrj-63860	309	20	in	in	ADP
esrj-63860	309	21	ghana	ghana	PROPN
esrj-63860	309	22	geodetic	geodetic	ADJ
esrj-63860	309	23	reference	reference	NOUN
esrj-63860	309	24	network	network	NOUN
esrj-63860	309	25	has	have	AUX
esrj-63860	309	26	been	be	AUX
esrj-63860	309	27	duly	duly	ADV
esrj-63860	309	28	demonstrated	demonstrate	VERB
esrj-63860	309	29	.	.	PUNCT
esrj-63860	310	1	furthermore	furthermore	ADV
esrj-63860	310	2	,	,	PUNCT
esrj-63860	310	3	the	the	DET
esrj-63860	310	4	transformation	transformation	NOUN
esrj-63860	310	5	errors	error	NOUN
esrj-63860	310	6	produced	produce	VERB
esrj-63860	310	7	in	in	ADP
esrj-63860	310	8	this	this	DET
esrj-63860	310	9	study	study	NOUN
esrj-63860	310	10	could	could	AUX
esrj-63860	310	11	possibly	possibly	ADV
esrj-63860	310	12	be	be	AUX
esrj-63860	310	13	attributed	attribute	VERB
esrj-63860	310	14	to	to	ADP
esrj-63860	310	15	the	the	DET
esrj-63860	310	16	coordinates	coordinate	NOUN
esrj-63860	310	17	related	relate	VERB
esrj-63860	310	18	to	to	ADP
esrj-63860	310	19	the	the	DET
esrj-63860	310	20	ghana	ghana	PROPN
esrj-63860	310	21	local	local	ADJ
esrj-63860	310	22	geodetic	geodetic	ADJ
esrj-63860	310	23	reference	reference	NOUN
esrj-63860	310	24	system	system	NOUN
esrj-63860	310	25	(	(	PUNCT
esrj-63860	310	26	accra	accra	PROPN
esrj-63860	310	27	datum	datum	PROPN
esrj-63860	310	28	)	)	PUNCT
esrj-63860	310	29	than	than	ADP
esrj-63860	310	30	the	the	DET
esrj-63860	310	31	global	global	PROPN
esrj-63860	310	32	wgs84	wgs84	PROPN
esrj-63860	310	33	data	datum	NOUN
esrj-63860	310	34	.	.	PUNCT
esrj-63860	311	1	this	this	PRON
esrj-63860	311	2	is	be	AUX
esrj-63860	311	3	because	because	SCONJ
esrj-63860	311	4	with	with	SCONJ
esrj-63860	311	5	all	all	DET
esrj-63860	311	6	the	the	DET
esrj-63860	311	7	attendant	attendant	ADJ
esrj-63860	311	8	problems	problem	NOUN
esrj-63860	311	9	of	of	ADP
esrj-63860	311	10	local	local	ADJ
esrj-63860	311	11	geodetic	geodetic	ADJ
esrj-63860	311	12	networks	network	NOUN
esrj-63860	311	13	as	as	SCONJ
esrj-63860	311	14	indicated	indicate	VERB
esrj-63860	311	15	by	by	ADP
esrj-63860	311	16	several	several	ADJ
esrj-63860	311	17	authors	author	NOUN
esrj-63860	311	18	(	(	PUNCT
esrj-63860	311	19	see	see	VERB
esrj-63860	311	20	e.g.	e.g.	ADV
esrj-63860	311	21	poku	poku	NOUN
esrj-63860	311	22	-	-	PUNCT
esrj-63860	311	23	gyamfi	gyamfi	NOUN
esrj-63860	311	24	,	,	PUNCT
esrj-63860	311	25	2009	2009	NUM
esrj-63860	311	26	;	;	PUNCT
esrj-63860	311	27	varga	varga	PROPN
esrj-63860	311	28	et	et	PROPN
esrj-63860	311	29	al	al	PROPN
esrj-63860	311	30	.	.	PROPN
esrj-63860	311	31	,	,	PUNCT
esrj-63860	311	32	2017	2017	NUM
esrj-63860	311	33	and	and	CCONJ
esrj-63860	311	34	references	reference	NOUN
esrj-63860	311	35	therein	therein	ADV
esrj-63860	311	36	)	)	PUNCT
esrj-63860	311	37	,	,	PUNCT
esrj-63860	311	38	the	the	DET
esrj-63860	311	39	coordinates	coordinate	NOUN
esrj-63860	311	40	of	of	ADP
esrj-63860	311	41	the	the	DET
esrj-63860	311	42	accra	accra	NOUN
esrj-63860	311	43	datum	datum	NOUN
esrj-63860	311	44	lacks	lack	VERB
esrj-63860	311	45	homogeneity	homogeneity	NOUN
esrj-63860	311	46	.	.	PUNCT
esrj-63860	312	1	it	it	PRON
esrj-63860	312	2	is	be	AUX
esrj-63860	312	3	therefore	therefore	ADV
esrj-63860	312	4	logical	logical	ADJ
esrj-63860	312	5	to	to	AUX
esrj-63860	312	6	state	state	VERB
esrj-63860	312	7	that	that	SCONJ
esrj-63860	312	8	these	these	DET
esrj-63860	312	9	distortions	distortion	NOUN
esrj-63860	312	10	inherent	inherent	ADJ
esrj-63860	312	11	in	in	ADP
esrj-63860	312	12	the	the	DET
esrj-63860	312	13	network	network	NOUN
esrj-63860	312	14	might	might	AUX
esrj-63860	312	15	have	have	AUX
esrj-63860	312	16	contributed	contribute	VERB
esrj-63860	312	17	to	to	ADP
esrj-63860	312	18	the	the	DET
esrj-63860	312	19	level	level	NOUN
esrj-63860	312	20	of	of	ADP
esrj-63860	312	21	accuracy	accuracy	NOUN
esrj-63860	312	22	achieved	achieve	VERB
esrj-63860	312	23	in	in	ADP
esrj-63860	312	24	this	this	DET
esrj-63860	312	25	study	study	NOUN
esrj-63860	312	26	.	.	PUNCT
esrj-63860	313	1	nonetheless	nonetheless	ADV
esrj-63860	313	2	,	,	PUNCT
esrj-63860	313	3	it	it	PRON
esrj-63860	313	4	is	be	AUX
esrj-63860	313	5	suggested	suggest	VERB
esrj-63860	313	6	here	here	ADV
esrj-63860	313	7	that	that	SCONJ
esrj-63860	313	8	the	the	DET
esrj-63860	313	9	obtained	obtain	VERB
esrj-63860	313	10	results	result	NOUN
esrj-63860	313	11	produced	produce	VERB
esrj-63860	313	12	could	could	AUX
esrj-63860	313	13	still	still	ADV
esrj-63860	313	14	be	be	AUX
esrj-63860	313	15	used	use	VERB
esrj-63860	313	16	in	in	ADP
esrj-63860	313	17	ghana	ghana	PROPN
esrj-63860	313	18	for	for	ADP
esrj-63860	313	19	low	low	ADJ
esrj-63860	313	20	-	-	PUNCT
esrj-63860	313	21	order	order	NOUN
esrj-63860	313	22	survey	survey	NOUN
esrj-63860	313	23	works	work	VERB
esrj-63860	313	24	such	such	ADJ
esrj-63860	313	25	as	as	ADP
esrj-63860	313	26	data	data	NOUN
esrj-63860	313	27	collection	collection	NOUN
esrj-63860	313	28	for	for	ADP
esrj-63860	313	29	geographic	geographic	ADJ
esrj-63860	313	30	information	information	NOUN
esrj-63860	313	31	figure	figure	NOUN
esrj-63860	313	32	6	6	NUM
esrj-63860	313	33	.	.	PUNCT
esrj-63860	314	1	horizontal	horizontal	ADJ
esrj-63860	314	2	positional	positional	ADJ
esrj-63860	314	3	residuals	residual	NOUN
esrj-63860	314	4	for	for	ADP
esrj-63860	314	5	subset	subset	NOUN
esrj-63860	314	6	4	4	NUM
esrj-63860	314	7	(	(	PUNCT
esrj-63860	314	8	training	training	NOUN
esrj-63860	314	9	)	)	PUNCT
esrj-63860	314	10	figure	figure	NOUN
esrj-63860	314	11	7	7	NUM
esrj-63860	314	12	.	.	PUNCT
esrj-63860	314	13	horizontal	horizontal	ADJ
esrj-63860	314	14	positional	positional	ADJ
esrj-63860	314	15	residuals	residual	NOUN
esrj-63860	314	16	for	for	ADP
esrj-63860	314	17	subset	subset	NOUN
esrj-63860	314	18	1	1	NUM
esrj-63860	314	19	(	(	PUNCT
esrj-63860	314	20	testing	testing	NOUN
esrj-63860	314	21	data	data	NOUN
esrj-63860	314	22	)	)	PUNCT
esrj-63860	314	23	figure	figure	NOUN
esrj-63860	314	24	8	8	NUM
esrj-63860	314	25	.	.	PUNCT
esrj-63860	315	1	horizontal	horizontal	ADJ
esrj-63860	315	2	positional	positional	ADJ
esrj-63860	315	3	residuals	residual	NOUN
esrj-63860	315	4	for	for	ADP
esrj-63860	315	5	subset	subset	NOUN
esrj-63860	315	6	2	2	NUM
esrj-63860	315	7	(	(	PUNCT
esrj-63860	315	8	testing	testing	NOUN
esrj-63860	315	9	data	data	NOUN
esrj-63860	315	10	)	)	PUNCT
esrj-63860	315	11	figure	figure	NOUN
esrj-63860	315	12	9	9	NUM
esrj-63860	315	13	.	.	PUNCT
esrj-63860	316	1	horizontal	horizontal	ADJ
esrj-63860	316	2	positional	positional	ADJ
esrj-63860	316	3	residuals	residual	NOUN
esrj-63860	316	4	for	for	ADP
esrj-63860	316	5	subset	subset	NOUN
esrj-63860	316	6	3	3	NUM
esrj-63860	316	7	(	(	PUNCT
esrj-63860	316	8	testing	testing	NOUN
esrj-63860	316	9	data	data	NOUN
esrj-63860	316	10	)	)	PUNCT
esrj-63860	316	11	figure	figure	NOUN
esrj-63860	316	12	10	10	NUM
esrj-63860	316	13	.	.	PUNCT
esrj-63860	317	1	horizontal	horizontal	ADJ
esrj-63860	317	2	positional	positional	ADJ
esrj-63860	317	3	residuals	residual	NOUN
esrj-63860	317	4	for	for	ADP
esrj-63860	317	5	subset	subset	NOUN
esrj-63860	317	6	4	4	NUM
esrj-63860	317	7	(	(	PUNCT
esrj-63860	317	8	testing	testing	NOUN
esrj-63860	317	9	data	datum	NOUN
esrj-63860	317	10	)	)	PUNCT
esrj-63860	317	11	75coordinate	75coordinate	NUM
esrj-63860	317	12	transformation	transformation	NOUN
esrj-63860	317	13	between	between	ADP
esrj-63860	317	14	global	global	ADJ
esrj-63860	317	15	and	and	CCONJ
esrj-63860	317	16	local	local	ADJ
esrj-63860	317	17	data	datum	NOUN
esrj-63860	317	18	based	base	VERB
esrj-63860	317	19	on	on	ADP
esrj-63860	317	20	artificial	artificial	ADJ
esrj-63860	317	21	neural	neural	ADJ
esrj-63860	317	22	network	network	NOUN
esrj-63860	317	23	with	with	ADP
esrj-63860	317	24	k	k	ADJ
esrj-63860	317	25	-	-	ADJ
esrj-63860	317	26	fold	fold	ADJ
esrj-63860	317	27	cross	cross	NOUN
esrj-63860	317	28	-	-	NOUN
esrj-63860	317	29	validation	validation	NOUN
esrj-63860	317	30	in	in	ADP
esrj-63860	317	31	ghana	ghana	PROPN
esrj-63860	317	32	table	table	NOUN
esrj-63860	317	33	4	4	NUM
esrj-63860	317	34	.	.	PUNCT
esrj-63860	317	35	statistics	statistic	NOUN
esrj-63860	317	36	of	of	ADP
esrj-63860	317	37	the	the	DET
esrj-63860	317	38	total	total	ADJ
esrj-63860	317	39	horizontal	horizontal	ADJ
esrj-63860	317	40	residual	residual	ADJ
esrj-63860	317	41	assessment	assessment	NOUN
esrj-63860	317	42	for	for	ADP
esrj-63860	317	43	the	the	DET
esrj-63860	317	44	training	training	NOUN
esrj-63860	317	45	and	and	CCONJ
esrj-63860	317	46	testing	testing	NOUN
esrj-63860	317	47	data	datum	NOUN
esrj-63860	317	48	across	across	ADP
esrj-63860	317	49	the	the	DET
esrj-63860	317	50	4	4	NUM
esrj-63860	317	51	-	-	PUNCT
esrj-63860	317	52	folds	fold	NOUN
esrj-63860	317	53	(	(	PUNCT
esrj-63860	317	54	unit	unit	NOUN
esrj-63860	317	55	:	:	PUNCT
esrj-63860	317	56	metre	metre	NOUN
esrj-63860	317	57	)	)	PUNCT
esrj-63860	317	58	pm	pm	NOUN
esrj-63860	317	59	subset	subset	VERB
esrj-63860	317	60	1	1	NUM
esrj-63860	317	61	subset	subset	VERB
esrj-63860	317	62	2	2	NUM
esrj-63860	317	63	training	training	NOUN
esrj-63860	317	64	testing	testing	NOUN
esrj-63860	317	65	training	training	NOUN
esrj-63860	317	66	testing	testing	NOUN
esrj-63860	317	67	bw	bw	PROPN
esrj-63860	317	68	rbfnn	rbfnn	VERB
esrj-63860	317	69	bw	bw	PROPN
esrj-63860	317	70	rbfnn	rbfnn	NOUN
esrj-63860	317	71	bw	bw	PROPN
esrj-63860	317	72	rbfnn	rbfnn	NOUN
esrj-63860	317	73	bw	bw	PROPN
esrj-63860	317	74	rbfnn	rbfnn	VERB
esrj-63860	317	75	rmsehe	rmsehe	ADV
esrj-63860	317	76	0.686	0.686	NUM
esrj-63860	317	77	0.509	0.509	NUM
esrj-63860	317	78	1.085	1.085	NUM
esrj-63860	317	79	1.479	1.479	NUM
esrj-63860	317	80	1.098	1.098	NUM
esrj-63860	317	81	0.379	0.379	NUM
esrj-63860	317	82	0.963	0.963	NUM
esrj-63860	317	83	0.624	0.624	NUM
esrj-63860	317	84	mean	mean	VERB
esrj-63860	317	85	he	he	PRON
esrj-63860	318	1	0.637	0.637	NUM
esrj-63860	318	2	0.353	0.353	NUM
esrj-63860	318	3	1.003	1.003	NUM
esrj-63860	318	4	1.275	1.275	NUM
esrj-63860	318	5	0.969	0.969	NUM
esrj-63860	318	6	0.353	0.353	NUM
esrj-63860	318	7	0.940	0.940	NUM
esrj-63860	318	8	0.484	0.484	NUM
esrj-63860	318	9	min	min	NOUN
esrj-63860	318	10	he	he	PRON
esrj-63860	318	11	0.144	0.144	NUM
esrj-63860	318	12	0.099	0.099	NUM
esrj-63860	318	13	0.641	0.641	NUM
esrj-63860	318	14	0.442	0.442	NUM
esrj-63860	318	15	0.199	0.199	NUM
esrj-63860	318	16	0.160	0.160	NUM
esrj-63860	318	17	0.626	0.626	NUM
esrj-63860	318	18	0.123	0.123	NUM
esrj-63860	318	19	max	max	NOUN
esrj-63860	318	20	he	he	PRON
esrj-63860	318	21	1.015	1.015	NUM
esrj-63860	318	22	0.792	0.792	NUM
esrj-63860	318	23	1.777	1.777	NUM
esrj-63860	318	24	2.587	2.587	NUM
esrj-63860	318	25	2.131	2.131	NUM
esrj-63860	318	26	0.587	0.587	NUM
esrj-63860	318	27	1.280	1.280	NUM
esrj-63860	318	28	1.165	1.165	NUM
esrj-63860	318	29	sd	sd	ADP
esrj-63860	318	30	0.265	0.265	NUM
esrj-63860	318	31	0.145	0.145	NUM
esrj-63860	318	32	0.463	0.463	NUM
esrj-63860	318	33	0.839	0.839	NUM
esrj-63860	318	34	0.537	0.537	NUM
esrj-63860	318	35	0.145	0.145	NUM
esrj-63860	318	36	0.209	0.209	NUM
esrj-63860	318	37	0.394	0.394	NUM
esrj-63860	318	38	pm	pm	NOUN
esrj-63860	318	39	subset	subset	VERB
esrj-63860	318	40	3	3	NUM
esrj-63860	318	41	subset	subset	VERB
esrj-63860	318	42	4	4	NUM
esrj-63860	318	43	training	training	NOUN
esrj-63860	318	44	testing	testing	NOUN
esrj-63860	318	45	training	training	NOUN
esrj-63860	318	46	testing	testing	NOUN
esrj-63860	318	47	bw	bw	PROPN
esrj-63860	318	48	rbfnn	rbfnn	VERB
esrj-63860	318	49	bw	bw	PROPN
esrj-63860	318	50	rbfnn	rbfnn	NOUN
esrj-63860	318	51	bw	bw	PROPN
esrj-63860	318	52	rbfnn	rbfnn	NOUN
esrj-63860	318	53	bw	bw	PROPN
esrj-63860	318	54	rbfnn	rbfnn	NOUN
esrj-63860	318	55	rmsehe	rmsehe	ADV
esrj-63860	319	1	1.090	1.090	NUM
esrj-63860	319	2	0.583	0.583	NUM
esrj-63860	319	3	1.434	1.434	NUM
esrj-63860	319	4	0.514	0.514	NUM
esrj-63860	319	5	1.120	1.120	NUM
esrj-63860	319	6	0.796	0.796	NUM
esrj-63860	319	7	1.246	1.246	NUM
esrj-63860	319	8	0.570	0.570	NUM
esrj-63860	319	9	mean	mean	VERB
esrj-63860	319	10	he	he	PRON
esrj-63860	319	11	0.979	0.979	NUM
esrj-63860	319	12	0.539	0.539	NUM
esrj-63860	319	13	1.320	1.320	NUM
esrj-63860	319	14	0.469	0.469	NUM
esrj-63860	319	15	1.039	1.039	NUM
esrj-63860	319	16	0.694	0.694	NUM
esrj-63860	319	17	1.335	1.335	NUM
esrj-63860	319	18	0.587	0.587	NUM
esrj-63860	319	19	min	min	NOUN
esrj-63860	319	20	he	he	PRON
esrj-63860	319	21	0.381	0.381	NUM
esrj-63860	319	22	0.161	0.161	NUM
esrj-63860	319	23	0.575	0.575	NUM
esrj-63860	319	24	0.231	0.231	NUM
esrj-63860	319	25	0.429	0.429	NUM
esrj-63860	319	26	0.054	0.054	NUM
esrj-63860	319	27	0.869	0.869	NUM
esrj-63860	319	28	0.168	0.168	NUM
esrj-63860	319	29	max	max	NOUN
esrj-63860	319	30	he	he	PRON
esrj-63860	319	31	1.905	1.905	NUM
esrj-63860	319	32	0.881	0.881	NUM
esrj-63860	319	33	2.030	2.030	NUM
esrj-63860	319	34	0.841	0.841	NUM
esrj-63860	319	35	2.088	2.088	NUM
esrj-63860	319	36	1.691	1.691	NUM
esrj-63860	319	37	1.911	1.911	NUM
esrj-63860	319	38	0.809	0.809	NUM
esrj-63860	319	39	sd	sd	ADP
esrj-63860	319	40	0.497	0.497	NUM
esrj-63860	319	41	0.233	0.233	NUM
esrj-63860	319	42	0.626	0.626	NUM
esrj-63860	319	43	0.236	0.236	NUM
esrj-63860	319	44	0.506	0.506	NUM
esrj-63860	319	45	0.439	0.439	NUM
esrj-63860	319	46	0.457	0.457	NUM
esrj-63860	319	47	0.285	0.285	NUM
esrj-63860	319	48	table	table	NOUN
esrj-63860	319	49	5	5	NUM
esrj-63860	319	50	.	.	PUNCT
esrj-63860	320	1	statistics	statistic	NOUN
esrj-63860	320	2	of	of	ADP
esrj-63860	320	3	the	the	DET
esrj-63860	320	4	overall	overall	ADJ
esrj-63860	320	5	average	average	ADJ
esrj-63860	320	6	horizontal	horizontal	ADJ
esrj-63860	320	7	positional	positional	ADJ
esrj-63860	320	8	errors	error	NOUN
esrj-63860	320	9	for	for	ADP
esrj-63860	320	10	bursa	bursa	NOUN
esrj-63860	320	11	-	-	PUNCT
esrj-63860	320	12	wolf	wolf	NOUN
esrj-63860	320	13	(	(	PUNCT
esrj-63860	320	14	bw	bw	NOUN
esrj-63860	320	15	)	)	PUNCT
esrj-63860	320	16	and	and	CCONJ
esrj-63860	320	17	rbfnn	rbfnn	VERB
esrj-63860	320	18	across	across	ADP
esrj-63860	320	19	the	the	DET
esrj-63860	320	20	4	4	NUM
esrj-63860	320	21	-	-	PUNCT
esrj-63860	320	22	folds	fold	NOUN
esrj-63860	320	23	(	(	PUNCT
esrj-63860	320	24	unit	unit	NOUN
esrj-63860	320	25	:	:	PUNCT
esrj-63860	320	26	metre	metre	NOUN
esrj-63860	320	27	)	)	PUNCT
esrj-63860	320	28	pm	pm	NOUN
esrj-63860	320	29	training	training	NOUN
esrj-63860	320	30	testing	testing	NOUN
esrj-63860	320	31	bw	bw	PROPN
esrj-63860	320	32	rbfnn	rbfnn	VERB
esrj-63860	320	33	bw	bw	PROPN
esrj-63860	320	34	rbfnn	rbfnn	NOUN
esrj-63860	320	35	rmsehe	rmsehe	ADV
esrj-63860	320	36	0.999	0.999	NUM
esrj-63860	320	37	0.567	0.567	NUM
esrj-63860	320	38	1.182	1.182	NUM
esrj-63860	320	39	0.797	0.797	NUM
esrj-63860	320	40	mean	mean	VERB
esrj-63860	320	41	he	he	PRON
esrj-63860	320	42	0.906	0.906	NUM
esrj-63860	320	43	0.485	0.485	NUM
esrj-63860	320	44	1.149	1.149	NUM
esrj-63860	320	45	0.704	0.704	NUM
esrj-63860	320	46	min	min	NOUN
esrj-63860	320	47	he	he	PRON
esrj-63860	320	48	0.288	0.288	NUM
esrj-63860	320	49	0.118	0.118	NUM
esrj-63860	320	50	0.678	0.678	NUM
esrj-63860	320	51	0.241	0.241	NUM
esrj-63860	320	52	max	max	PROPN
esrj-63860	320	53	he	he	PRON
esrj-63860	320	54	1.784	1.784	NUM
esrj-63860	320	55	0.988	0.988	NUM
esrj-63860	320	56	1.750	1.750	NUM
esrj-63860	320	57	1.351	1.351	NUM
esrj-63860	320	58	sd	sd	ADP
esrj-63860	320	59	0.451	0.451	NUM
esrj-63860	320	60	0.240	0.240	NUM
esrj-63860	320	61	0.439	0.439	NUM
esrj-63860	320	62	0.439	0.439	NUM
esrj-63860	320	63	system	system	NOUN
esrj-63860	320	64	geodatabase	geodatabase	NOUN
esrj-63860	320	65	generation	generation	NOUN
esrj-63860	320	66	,	,	PUNCT
esrj-63860	320	67	reconnaissance	reconnaissance	NOUN
esrj-63860	320	68	survey	survey	NOUN
esrj-63860	320	69	,	,	PUNCT
esrj-63860	320	70	small	small	ADJ
esrj-63860	320	71	scale	scale	NOUN
esrj-63860	320	72	topographic	topographic	NOUN
esrj-63860	320	73	surveys	survey	NOUN
esrj-63860	320	74	and	and	CCONJ
esrj-63860	320	75	for	for	ADP
esrj-63860	320	76	land	land	NOUN
esrj-63860	320	77	information	information	NOUN
esrj-63860	320	78	system	system	NOUN
esrj-63860	320	79	works	work	VERB
esrj-63860	320	80	.	.	PUNCT
esrj-63860	321	1	this	this	DET
esrj-63860	321	2	assertion	assertion	NOUN
esrj-63860	321	3	was	be	AUX
esrj-63860	321	4	based	base	VERB
esrj-63860	321	5	on	on	ADP
esrj-63860	321	6	the	the	DET
esrj-63860	321	7	maximum	maximum	ADJ
esrj-63860	321	8	allowable	allowable	ADJ
esrj-63860	321	9	horizontal	horizontal	ADJ
esrj-63860	321	10	positional	positional	ADJ
esrj-63860	321	11	error	error	NOUN
esrj-63860	321	12	tolerance	tolerance	NOUN
esrj-63860	321	13	of	of	ADP
esrj-63860	321	14	±	±	NUM
esrj-63860	321	15	0.9144	0.9144	NUM
esrj-63860	321	16	m	m	AUX
esrj-63860	321	17	set	set	VERB
esrj-63860	321	18	by	by	ADP
esrj-63860	321	19	the	the	DET
esrj-63860	321	20	ghana	ghana	PROPN
esrj-63860	321	21	survey	survey	NOUN
esrj-63860	321	22	and	and	CCONJ
esrj-63860	321	23	mapping	mapping	NOUN
esrj-63860	321	24	of	of	ADP
esrj-63860	321	25	lands	land	NOUN
esrj-63860	321	26	commission	commission	NOUN
esrj-63860	321	27	for	for	ADP
esrj-63860	321	28	cadastral	cadastral	ADJ
esrj-63860	321	29	applications	application	NOUN
esrj-63860	321	30	and	and	CCONJ
esrj-63860	321	31	plan	plan	VERB
esrj-63860	321	32	production	production	NOUN
esrj-63860	321	33	in	in	ADP
esrj-63860	321	34	ghana	ghana	PROPN
esrj-63860	321	35	(	(	PUNCT
esrj-63860	321	36	yakubu	yakubu	PROPN
esrj-63860	321	37	and	and	CCONJ
esrj-63860	321	38	kumi	kumi	PROPN
esrj-63860	321	39	-	-	PUNCT
esrj-63860	321	40	boateng	boateng	PROPN
esrj-63860	321	41	,	,	PUNCT
esrj-63860	321	42	2015	2015	NUM
esrj-63860	321	43	)	)	PUNCT
esrj-63860	321	44	.	.	PUNCT
esrj-63860	322	1	concluding	conclude	VERB
esrj-63860	322	2	remarks	remark	VERB
esrj-63860	322	3	the	the	DET
esrj-63860	322	4	hold	hold	VERB
esrj-63860	322	5	-	-	PUNCT
esrj-63860	322	6	out	out	ADP
esrj-63860	322	7	cross	cross	ADJ
esrj-63860	322	8	-	-	ADJ
esrj-63860	322	9	validation	validation	ADJ
esrj-63860	322	10	procedure	procedure	NOUN
esrj-63860	322	11	has	have	AUX
esrj-63860	322	12	been	be	AUX
esrj-63860	322	13	widely	widely	ADV
esrj-63860	322	14	adopted	adopt	VERB
esrj-63860	322	15	to	to	PART
esrj-63860	322	16	assess	assess	VERB
esrj-63860	322	17	the	the	DET
esrj-63860	322	18	performance	performance	NOUN
esrj-63860	322	19	of	of	ADP
esrj-63860	322	20	the	the	DET
esrj-63860	322	21	coordinate	coordinate	NOUN
esrj-63860	322	22	transformation	transformation	NOUN
esrj-63860	322	23	methods	method	NOUN
esrj-63860	322	24	.	.	PUNCT
esrj-63860	323	1	however	however	ADV
esrj-63860	323	2	,	,	PUNCT
esrj-63860	323	3	studies	study	NOUN
esrj-63860	323	4	have	have	AUX
esrj-63860	323	5	shown	show	VERB
esrj-63860	323	6	that	that	SCONJ
esrj-63860	323	7	the	the	DET
esrj-63860	323	8	kcv	kcv	NOUN
esrj-63860	323	9	offers	offer	VERB
esrj-63860	323	10	some	some	DET
esrj-63860	323	11	advantages	advantage	NOUN
esrj-63860	323	12	over	over	ADP
esrj-63860	323	13	the	the	DET
esrj-63860	323	14	holdout	holdout	NOUN
esrj-63860	323	15	approach	approach	NOUN
esrj-63860	323	16	.	.	PUNCT
esrj-63860	324	1	therefore	therefore	ADV
esrj-63860	324	2	,	,	PUNCT
esrj-63860	324	3	the	the	DET
esrj-63860	324	4	main	main	ADJ
esrj-63860	324	5	contribution	contribution	NOUN
esrj-63860	324	6	of	of	ADP
esrj-63860	324	7	this	this	DET
esrj-63860	324	8	study	study	NOUN
esrj-63860	324	9	is	be	AUX
esrj-63860	324	10	to	to	PART
esrj-63860	324	11	apply	apply	VERB
esrj-63860	324	12	and	and	CCONJ
esrj-63860	324	13	demonstrate	demonstrate	VERB
esrj-63860	324	14	the	the	DET
esrj-63860	324	15	potential	potential	NOUN
esrj-63860	324	16	and	and	CCONJ
esrj-63860	324	17	applicability	applicability	NOUN
esrj-63860	324	18	of	of	ADP
esrj-63860	324	19	the	the	DET
esrj-63860	324	20	rbfnn	rbfnn	NOUN
esrj-63860	324	21	via	via	ADP
esrj-63860	324	22	kcv	kcv	NOUN
esrj-63860	324	23	technique	technique	NOUN
esrj-63860	324	24	on	on	ADP
esrj-63860	324	25	the	the	DET
esrj-63860	324	26	lap	lap	NOUN
esrj-63860	324	27	sparse	sparse	NOUN
esrj-63860	324	28	dataset	dataset	NOUN
esrj-63860	324	29	in	in	ADP
esrj-63860	324	30	ghana	ghana	PROPN
esrj-63860	324	31	geodetic	geodetic	ADJ
esrj-63860	324	32	reference	reference	NOUN
esrj-63860	324	33	network	network	NOUN
esrj-63860	324	34	.	.	PUNCT
esrj-63860	325	1	the	the	DET
esrj-63860	325	2	obtained	obtain	VERB
esrj-63860	325	3	rbfnn	rbfnn	PROPN
esrj-63860	325	4	results	result	NOUN
esrj-63860	325	5	were	be	AUX
esrj-63860	325	6	compared	compare	VERB
esrj-63860	325	7	with	with	ADP
esrj-63860	325	8	the	the	DET
esrj-63860	325	9	bursa	bursa	NOUN
esrj-63860	325	10	-	-	PUNCT
esrj-63860	325	11	wolf	wolf	NOUN
esrj-63860	325	12	model	model	NOUN
esrj-63860	325	13	.	.	PUNCT
esrj-63860	326	1	the	the	DET
esrj-63860	326	2	findings	finding	NOUN
esrj-63860	326	3	revealed	reveal	VERB
esrj-63860	326	4	significantly	significantly	ADV
esrj-63860	326	5	that	that	PRON
esrj-63860	326	6	improper	improper	ADJ
esrj-63860	326	7	split	split	NOUN
esrj-63860	326	8	of	of	ADP
esrj-63860	326	9	the	the	DET
esrj-63860	326	10	sparse	sparse	ADJ
esrj-63860	326	11	dataset	dataset	NOUN
esrj-63860	326	12	for	for	ADP
esrj-63860	326	13	the	the	DET
esrj-63860	326	14	ghana	ghana	PROPN
esrj-63860	326	15	geodetic	geodetic	ADJ
esrj-63860	326	16	reference	reference	NOUN
esrj-63860	326	17	network	network	NOUN
esrj-63860	326	18	into	into	ADP
esrj-63860	326	19	single	single	ADJ
esrj-63860	326	20	train	train	NOUN
esrj-63860	326	21	-	-	PUNCT
esrj-63860	326	22	test	test	NOUN
esrj-63860	326	23	experimentation	experimentation	NOUN
esrj-63860	326	24	could	could	AUX
esrj-63860	326	25	produce	produce	VERB
esrj-63860	326	26	misleading	misleading	ADJ
esrj-63860	326	27	results	result	NOUN
esrj-63860	326	28	that	that	PRON
esrj-63860	326	29	is	be	AUX
esrj-63860	326	30	totally	totally	ADV
esrj-63860	326	31	dependent	dependent	ADJ
esrj-63860	326	32	on	on	ADP
esrj-63860	326	33	how	how	SCONJ
esrj-63860	326	34	the	the	DET
esrj-63860	326	35	data	datum	NOUN
esrj-63860	326	36	was	be	AUX
esrj-63860	326	37	partitioned	partition	VERB
esrj-63860	326	38	and	and	CCONJ
esrj-63860	326	39	the	the	DET
esrj-63860	326	40	split	split	NOUN
esrj-63860	326	41	set	set	NOUN
esrj-63860	326	42	selected	select	VERB
esrj-63860	326	43	.	.	PUNCT
esrj-63860	327	1	these	these	PRON
esrj-63860	327	2	are	be	AUX
esrj-63860	327	3	evident	evident	ADJ
esrj-63860	327	4	from	from	ADP
esrj-63860	327	5	the	the	DET
esrj-63860	327	6	four	four	NUM
esrj-63860	327	7	-	-	ADJ
esrj-63860	327	8	fold	fold	ADJ
esrj-63860	327	9	results	result	NOUN
esrj-63860	327	10	produced	produce	VERB
esrj-63860	327	11	by	by	ADP
esrj-63860	327	12	bursa	bursa	NOUN
esrj-63860	327	13	-	-	PUNCT
esrj-63860	327	14	wolf	wolf	NOUN
esrj-63860	327	15	and	and	CCONJ
esrj-63860	327	16	rbfnn	rbfnn	VERB
esrj-63860	327	17	where	where	SCONJ
esrj-63860	327	18	if	if	SCONJ
esrj-63860	327	19	a	a	DET
esrj-63860	327	20	particular	particular	ADJ
esrj-63860	327	21	split	split	NOUN
esrj-63860	327	22	fold	fold	NOUN
esrj-63860	327	23	is	be	AUX
esrj-63860	327	24	chosen	choose	VERB
esrj-63860	327	25	for	for	ADP
esrj-63860	327	26	the	the	DET
esrj-63860	327	27	case	case	NOUN
esrj-63860	327	28	of	of	ADP
esrj-63860	327	29	hold	hold	VERB
esrj-63860	327	30	-	-	PUNCT
esrj-63860	327	31	out	out	ADP
esrj-63860	327	32	cross	cross	NOUN
esrj-63860	327	33	-	-	ADJ
esrj-63860	327	34	validation	validation	NOUN
esrj-63860	327	35	would	would	AUX
esrj-63860	327	36	give	give	VERB
esrj-63860	327	37	a	a	DET
esrj-63860	327	38	misrepresentation	misrepresentation	NOUN
esrj-63860	327	39	of	of	ADP
esrj-63860	327	40	the	the	DET
esrj-63860	327	41	models	model	NOUN
esrj-63860	327	42	capability	capability	NOUN
esrj-63860	327	43	.	.	PUNCT
esrj-63860	328	1	hence	hence	ADV
esrj-63860	328	2	,	,	PUNCT
esrj-63860	328	3	it	it	PRON
esrj-63860	328	4	has	have	AUX
esrj-63860	328	5	been	be	AUX
esrj-63860	328	6	demonstrated	demonstrate	VERB
esrj-63860	328	7	in	in	ADP
esrj-63860	328	8	this	this	DET
esrj-63860	328	9	study	study	NOUN
esrj-63860	328	10	that	that	SCONJ
esrj-63860	328	11	for	for	ADP
esrj-63860	328	12	proper	proper	ADJ
esrj-63860	328	13	assessment	assessment	NOUN
esrj-63860	328	14	of	of	ADP
esrj-63860	328	15	model	model	NOUN
esrj-63860	328	16	predictive	predictive	ADJ
esrj-63860	328	17	performance	performance	NOUN
esrj-63860	328	18	especially	especially	ADV
esrj-63860	328	19	in	in	ADP
esrj-63860	328	20	sparse	sparse	ADJ
esrj-63860	328	21	dataset	dataset	NOUN
esrj-63860	328	22	situation	situation	NOUN
esrj-63860	328	23	,	,	PUNCT
esrj-63860	328	24	the	the	DET
esrj-63860	328	25	kcv	kcv	NOUN
esrj-63860	328	26	offers	offer	VERB
esrj-63860	328	27	a	a	DET
esrj-63860	328	28	better	well	ADJ
esrj-63860	328	29	solution	solution	NOUN
esrj-63860	328	30	.	.	PUNCT
esrj-63860	329	1	the	the	DET
esrj-63860	329	2	conclusion	conclusion	NOUN
esrj-63860	329	3	made	make	VERB
esrj-63860	329	4	from	from	ADP
esrj-63860	329	5	the	the	DET
esrj-63860	329	6	overall	overall	ADJ
esrj-63860	329	7	statistical	statistical	ADJ
esrj-63860	329	8	analyses	analysis	NOUN
esrj-63860	329	9	was	be	AUX
esrj-63860	329	10	that	that	SCONJ
esrj-63860	329	11	,	,	PUNCT
esrj-63860	329	12	for	for	ADP
esrj-63860	329	13	ghana	ghana	PROPN
esrj-63860	329	14	geodetic	geodetic	ADJ
esrj-63860	329	15	reference	reference	NOUN
esrj-63860	329	16	network	network	NOUN
esrj-63860	329	17	the	the	DET
esrj-63860	329	18	rbfnn	rbfnn	NOUN
esrj-63860	329	19	has	have	VERB
esrj-63860	329	20	the	the	DET
esrj-63860	329	21	potential	potential	ADJ
esrj-63860	329	22	and	and	CCONJ
esrj-63860	329	23	strength	strength	NOUN
esrj-63860	329	24	to	to	PART
esrj-63860	329	25	account	account	VERB
esrj-63860	329	26	for	for	ADP
esrj-63860	329	27	the	the	DET
esrj-63860	329	28	uncertainties	uncertainty	NOUN
esrj-63860	329	29	in	in	ADP
esrj-63860	329	30	the	the	DET
esrj-63860	329	31	data	datum	NOUN
esrj-63860	329	32	related	relate	VERB
esrj-63860	329	33	to	to	ADP
esrj-63860	329	34	the	the	DET
esrj-63860	329	35	different	different	ADJ
esrj-63860	329	36	data	datum	NOUN
esrj-63860	329	37	(	(	PUNCT
esrj-63860	329	38	war	war	NOUN
esrj-63860	329	39	office	office	NOUN
esrj-63860	329	40	1926	1926	NUM
esrj-63860	329	41	and	and	CCONJ
esrj-63860	329	42	wgs84	wgs84	PROPN
esrj-63860	329	43	)	)	PUNCT
esrj-63860	329	44	more	more	ADV
esrj-63860	329	45	effectively	effectively	ADV
esrj-63860	329	46	than	than	ADP
esrj-63860	329	47	the	the	DET
esrj-63860	329	48	bursa	bursa	NOUN
esrj-63860	329	49	-	-	PUNCT
esrj-63860	329	50	wolf	wolf	NOUN
esrj-63860	329	51	model	model	NOUN
esrj-63860	329	52	.	.	PUNCT
esrj-63860	330	1	the	the	DET
esrj-63860	330	2	result	result	NOUN
esrj-63860	330	3	suggests	suggest	VERB
esrj-63860	330	4	that	that	SCONJ
esrj-63860	330	5	the	the	DET
esrj-63860	330	6	rbfnn	rbfnn	NOUN
esrj-63860	330	7	will	will	AUX
esrj-63860	330	8	be	be	AUX
esrj-63860	330	9	more	more	ADV
esrj-63860	330	10	applicable	applicable	ADJ
esrj-63860	330	11	to	to	ADP
esrj-63860	330	12	low	low	ADJ
esrj-63860	330	13	-	-	PUNCT
esrj-63860	330	14	order	order	NOUN
esrj-63860	330	15	accuracy	accuracy	NOUN
esrj-63860	330	16	surveys	survey	NOUN
esrj-63860	330	17	.	.	PUNCT
esrj-63860	331	1	this	this	PRON
esrj-63860	331	2	is	be	AUX
esrj-63860	331	3	because	because	SCONJ
esrj-63860	331	4	the	the	DET
esrj-63860	331	5	rbfnn	rbfnn	NOUN
esrj-63860	331	6	achieved	achieve	VERB
esrj-63860	331	7	maximum	maximum	ADJ
esrj-63860	331	8	horizontal	horizontal	ADJ
esrj-63860	331	9	positional	positional	ADJ
esrj-63860	331	10	error	error	NOUN
esrj-63860	331	11	was	be	AUX
esrj-63860	331	12	more	more	ADJ
esrj-63860	331	13	than	than	ADP
esrj-63860	331	14	the	the	DET
esrj-63860	331	15	±	±	NUM
esrj-63860	331	16	0.9114	0.9114	NUM
esrj-63860	331	17	m	m	NOUN
esrj-63860	331	18	tolerance	tolerance	NOUN
esrj-63860	331	19	set	set	VERB
esrj-63860	331	20	by	by	ADP
esrj-63860	331	21	the	the	DET
esrj-63860	331	22	ghana	ghana	PROPN
esrj-63860	331	23	survey	survey	NOUN
esrj-63860	331	24	and	and	CCONJ
esrj-63860	331	25	mapping	mapping	NOUN
esrj-63860	331	26	division	division	NOUN
esrj-63860	331	27	of	of	ADP
esrj-63860	331	28	lands	land	NOUN
esrj-63860	331	29	commission	commission	NOUN
esrj-63860	331	30	for	for	ADP
esrj-63860	331	31	cadastral	cadastral	ADJ
esrj-63860	331	32	applications	application	NOUN
esrj-63860	331	33	.	.	PUNCT
esrj-63860	332	1	acknowledgement	acknowledgement	NOUN
esrj-63860	332	2	the	the	DET
esrj-63860	332	3	authors	author	NOUN
esrj-63860	332	4	are	be	AUX
esrj-63860	332	5	grateful	grateful	ADJ
esrj-63860	332	6	to	to	ADP
esrj-63860	332	7	the	the	DET
esrj-63860	332	8	ghana	ghana	PROPN
esrj-63860	332	9	survey	survey	NOUN
esrj-63860	332	10	and	and	CCONJ
esrj-63860	332	11	mapping	mapping	NOUN
esrj-63860	332	12	division	division	NOUN
esrj-63860	332	13	of	of	ADP
esrj-63860	332	14	the	the	DET
esrj-63860	332	15	lands	land	NOUN
esrj-63860	332	16	commission	commission	NOUN
esrj-63860	332	17	for	for	ADP
esrj-63860	332	18	given	give	VERB
esrj-63860	332	19	us	we	PRON
esrj-63860	332	20	the	the	DET
esrj-63860	332	21	land	land	NOUN
esrj-63860	332	22	administration	administration	NOUN
esrj-63860	332	23	project	project	NOUN
esrj-63860	332	24	data	datum	NOUN
esrj-63860	332	25	for	for	ADP
esrj-63860	332	26	this	this	DET
esrj-63860	332	27	work	work	NOUN
esrj-63860	332	28	.	.	PUNCT
esrj-63860	333	1	our	our	PRON
esrj-63860	333	2	sincere	sincere	ADJ
esrj-63860	333	3	gratitude	gratitude	NOUN
esrj-63860	333	4	also	also	ADV
esrj-63860	333	5	goes	go	VERB
esrj-63860	333	6	to	to	ADP
esrj-63860	333	7	the	the	DET
esrj-63860	333	8	anonymous	anonymous	ADJ
esrj-63860	333	9	reviewers	reviewer	NOUN
esrj-63860	333	10	for	for	ADP
esrj-63860	333	11	their	their	PRON
esrj-63860	333	12	helpful	helpful	ADJ
esrj-63860	333	13	comments	comment	NOUN
esrj-63860	333	14	.	.	PUNCT
esrj-63860	334	1	references	reference	NOUN
esrj-63860	334	2	annan	annan	PROPN
esrj-63860	334	3	,	,	PUNCT
esrj-63860	334	4	r.	r.	PROPN
esrj-63860	334	5	f.	f.	PROPN
esrj-63860	334	6	,	,	PUNCT
esrj-63860	334	7	ziggah	ziggah	PROPN
esrj-63860	334	8	,	,	PUNCT
esrj-63860	334	9	y.	y.	PROPN
esrj-63860	334	10	y.	y.	PROPN
esrj-63860	334	11	,	,	PUNCT
esrj-63860	334	12	ayer	ayer	PROPN
esrj-63860	334	13	,	,	PUNCT
esrj-63860	334	14	j.	j.	PROPN
esrj-63860	334	15	,	,	PUNCT
esrj-63860	334	16	&	&	CCONJ
esrj-63860	334	17	odutola	odutola	PROPN
esrj-63860	334	18	,	,	PUNCT
esrj-63860	334	19	c.a	c.a	PROPN
esrj-63860	334	20	.	.	PROPN
esrj-63860	335	1	(	(	PUNCT
esrj-63860	335	2	2016	2016	NUM
esrj-63860	335	3	)	)	PUNCT
esrj-63860	335	4	.	.	PUNCT
esrj-63860	336	1	a	a	DET
esrj-63860	336	2	hybridized	hybridize	VERB
esrj-63860	336	3	centroid	centroid	NOUN
esrj-63860	336	4	technique	technique	NOUN
esrj-63860	336	5	for	for	ADP
esrj-63860	336	6	3d	3d	PROPN
esrj-63860	336	7	molodensky	molodensky	NOUN
esrj-63860	336	8	-	-	PUNCT
esrj-63860	336	9	badekas	badekas	ADJ
esrj-63860	336	10	coordinate	coordinate	NOUN
esrj-63860	336	11	transformation	transformation	NOUN
esrj-63860	336	12	in	in	ADP
esrj-63860	336	13	the	the	DET
esrj-63860	336	14	ghana	ghana	PROPN
esrj-63860	336	15	geodetic	geodetic	ADJ
esrj-63860	336	16	reference	reference	NOUN
esrj-63860	336	17	network	network	NOUN
esrj-63860	336	18	using	use	VERB
esrj-63860	336	19	total	total	NOUN
esrj-63860	336	20	least	least	ADJ
esrj-63860	336	21	squares	square	NOUN
esrj-63860	336	22	approach	approach	NOUN
esrj-63860	336	23	.	.	PUNCT
esrj-63860	337	1	south	south	ADJ
esrj-63860	337	2	african	african	ADJ
esrj-63860	337	3	journal	journal	PROPN
esrj-63860	337	4	of	of	ADP
esrj-63860	337	5	geomatics	geomatics	PROPN
esrj-63860	337	6	,	,	PUNCT
esrj-63860	337	7	5	5	NUM
esrj-63860	337	8	,	,	PUNCT
esrj-63860	337	9	3	3	NUM
esrj-63860	337	10	,	,	PUNCT
esrj-63860	337	11	269	269	NUM
esrj-63860	337	12	-	-	SYM
esrj-63860	337	13	284	284	NUM
esrj-63860	337	14	.	.	PUNCT
esrj-63860	338	1	76	76	NUM
esrj-63860	338	2	yao	yao	PROPN
esrj-63860	338	3	yevenyo	yevenyo	PROPN
esrj-63860	338	4	ziggah	ziggah	PROPN
esrj-63860	338	5	,	,	PUNCT
esrj-63860	338	6	hu	hu	PROPN
esrj-63860	338	7	youjian	youjian	PROPN
esrj-63860	338	8	,	,	PUNCT
esrj-63860	338	9	alfonso	alfonso	PROPN
esrj-63860	338	10	rodrigo	rodrigo	PROPN
esrj-63860	338	11	tierra	tierra	PROPN
esrj-63860	338	12	,	,	PUNCT
esrj-63860	338	13	prosper	prosper	VERB
esrj-63860	338	14	basommi	basommi	ADJ
esrj-63860	338	15	laari	laari	PROPN
esrj-63860	338	16	ayer	ayer	NOUN
esrj-63860	338	17	,	,	PUNCT
esrj-63860	338	18	j.	j.	PROPN
esrj-63860	338	19	(	(	PUNCT
esrj-63860	338	20	2008	2008	NUM
esrj-63860	338	21	)	)	PUNCT
esrj-63860	338	22	.	.	PUNCT
esrj-63860	339	1	transformation	transformation	NOUN
esrj-63860	339	2	models	model	NOUN
esrj-63860	339	3	and	and	CCONJ
esrj-63860	339	4	procedures	procedure	NOUN
esrj-63860	339	5	for	for	ADP
esrj-63860	339	6	framework	framework	NOUN
esrj-63860	339	7	integration	integration	NOUN
esrj-63860	339	8	of	of	ADP
esrj-63860	339	9	ghana	ghana	PROPN
esrj-63860	339	10	geodetic	geodetic	ADJ
esrj-63860	339	11	network	network	NOUN
esrj-63860	339	12	.	.	PUNCT
esrj-63860	340	1	the	the	DET
esrj-63860	340	2	ghana	ghana	PROPN
esrj-63860	340	3	surveyor	surveyor	NOUN
esrj-63860	340	4	,	,	PUNCT
esrj-63860	340	5	1	1	NUM
esrj-63860	340	6	,	,	PUNCT
esrj-63860	340	7	52	52	NUM
esrj-63860	340	8	-	-	SYM
esrj-63860	340	9	58	58	NUM
esrj-63860	340	10	.	.	PUNCT
esrj-63860	341	1	ayer	ayer	PROPN
esrj-63860	341	2	,	,	PUNCT
esrj-63860	341	3	j.	j.	PROPN
esrj-63860	341	4	,	,	PUNCT
esrj-63860	341	5	&	&	CCONJ
esrj-63860	341	6	fosu	fosu	PROPN
esrj-63860	341	7	,	,	PUNCT
esrj-63860	341	8	c.	c.	PROPN
esrj-63860	341	9	(	(	PUNCT
esrj-63860	341	10	2008	2008	NUM
esrj-63860	341	11	)	)	PUNCT
esrj-63860	341	12	.	.	PUNCT
esrj-63860	342	1	map	map	VERB
esrj-63860	342	2	coordinates	coordinate	NOUN
esrj-63860	342	3	referencing	reference	VERB
esrj-63860	342	4	and	and	CCONJ
esrj-63860	342	5	the	the	DET
esrj-63860	342	6	use	use	NOUN
esrj-63860	342	7	of	of	ADP
esrj-63860	342	8	gps	gps	NOUN
esrj-63860	342	9	datasets	dataset	NOUN
esrj-63860	342	10	in	in	ADP
esrj-63860	342	11	ghana	ghana	PROPN
esrj-63860	342	12	.	.	PUNCT
esrj-63860	343	1	journal	journal	PROPN
esrj-63860	343	2	of	of	ADP
esrj-63860	343	3	science	science	NOUN
esrj-63860	343	4	and	and	CCONJ
esrj-63860	343	5	technology	technology	NOUN
esrj-63860	343	6	,	,	PUNCT
esrj-63860	343	7	28	28	NUM
esrj-63860	343	8	,	,	PUNCT
esrj-63860	343	9	116	116	NUM
esrj-63860	343	10	-	-	SYM
esrj-63860	343	11	127	127	NUM
esrj-63860	343	12	.	.	PUNCT
esrj-63860	344	1	badekas	badekas	ADJ
esrj-63860	344	2	,	,	PUNCT
esrj-63860	344	3	j.	j.	PROPN
esrj-63860	344	4	(	(	PUNCT
esrj-63860	344	5	1969	1969	NUM
esrj-63860	344	6	)	)	PUNCT
esrj-63860	344	7	.	.	PUNCT
esrj-63860	345	1	investigations	investigation	NOUN
esrj-63860	345	2	related	relate	VERB
esrj-63860	345	3	to	to	ADP
esrj-63860	345	4	the	the	DET
esrj-63860	345	5	establishment	establishment	NOUN
esrj-63860	345	6	of	of	ADP
esrj-63860	345	7	a	a	DET
esrj-63860	345	8	world	world	NOUN
esrj-63860	345	9	geodetic	geodetic	ADJ
esrj-63860	345	10	system	system	NOUN
esrj-63860	345	11	.	.	PUNCT
esrj-63860	346	1	technical	technical	ADJ
esrj-63860	346	2	report	report	NOUN
esrj-63860	346	3	.	.	PUNCT
esrj-63860	347	1	the	the	DET
esrj-63860	347	2	ohio	ohio	PROPN
esrj-63860	347	3	state	state	PROPN
esrj-63860	347	4	university	university	PROPN
esrj-63860	347	5	,	,	PUNCT
esrj-63860	347	6	deparment	deparment	NOUN
esrj-63860	347	7	of	of	ADP
esrj-63860	347	8	geodetic	geodetic	ADJ
esrj-63860	347	9	science	science	NOUN
esrj-63860	347	10	,	,	PUNCT
esrj-63860	347	11	columbus	columbus	PROPN
esrj-63860	347	12	,	,	PUNCT
esrj-63860	347	13	ohio	ohio	PROPN
esrj-63860	347	14	state	state	PROPN
esrj-63860	347	15	,	,	PUNCT
esrj-63860	347	16	usa	usa	PROPN
esrj-63860	347	17	.	.	PROPN
esrj-63860	347	18	baabereyir	baabereyir	PROPN
esrj-63860	347	19	,	,	PUNCT
esrj-63860	347	20	a.	a.	NOUN
esrj-63860	347	21	(	(	PUNCT
esrj-63860	347	22	2009	2009	NUM
esrj-63860	347	23	)	)	PUNCT
esrj-63860	347	24	.	.	PUNCT
esrj-63860	348	1	urban	urban	ADJ
esrj-63860	348	2	environmental	environmental	ADJ
esrj-63860	348	3	problems	problem	NOUN
esrj-63860	348	4	in	in	ADP
esrj-63860	348	5	ghana	ghana	PROPN
esrj-63860	348	6	:	:	PUNCT
esrj-63860	348	7	case	case	NOUN
esrj-63860	348	8	study	study	NOUN
esrj-63860	348	9	of	of	ADP
esrj-63860	348	10	social	social	ADJ
esrj-63860	348	11	and	and	CCONJ
esrj-63860	348	12	environmental	environmental	ADJ
esrj-63860	348	13	injustice	injustice	NOUN
esrj-63860	348	14	in	in	ADP
esrj-63860	348	15	solid	solid	ADJ
esrj-63860	348	16	waste	waste	NOUN
esrj-63860	348	17	management	management	NOUN
esrj-63860	348	18	in	in	ADP
esrj-63860	348	19	accra	accra	NOUN
esrj-63860	348	20	and	and	CCONJ
esrj-63860	348	21	sekondi	sekondi	NOUN
esrj-63860	348	22	-	-	PUNCT
esrj-63860	348	23	takoradi	takoradi	NOUN
esrj-63860	348	24	.	.	PUNCT
esrj-63860	349	1	phd	phd	NOUN
esrj-63860	349	2	dissertation	dissertation	NOUN
esrj-63860	349	3	,	,	PUNCT
esrj-63860	349	4	university	university	NOUN
esrj-63860	349	5	of	of	ADP
esrj-63860	349	6	nottingham	nottingham	PROPN
esrj-63860	349	7	,	,	PUNCT
esrj-63860	349	8	uk	uk	PROPN
esrj-63860	349	9	.	.	PROPN
esrj-63860	349	10	bengio	bengio	PROPN
esrj-63860	349	11	,	,	PUNCT
esrj-63860	349	12	y.	y.	PROPN
esrj-63860	349	13	,	,	PUNCT
esrj-63860	349	14	&	&	CCONJ
esrj-63860	349	15	grandvalet	grandvalet	NOUN
esrj-63860	349	16	,	,	PUNCT
esrj-63860	349	17	y.	y.	PROPN
esrj-63860	349	18	(	(	PUNCT
esrj-63860	349	19	2004	2004	NUM
esrj-63860	349	20	)	)	PUNCT
esrj-63860	349	21	.	.	PUNCT
esrj-63860	350	1	no	no	DET
esrj-63860	350	2	unbiased	unbiased	ADJ
esrj-63860	350	3	estimator	estimator	NOUN
esrj-63860	350	4	of	of	ADP
esrj-63860	350	5	the	the	DET
esrj-63860	350	6	variance	variance	NOUN
esrj-63860	350	7	of	of	ADP
esrj-63860	350	8	k	k	ADJ
esrj-63860	350	9	-	-	ADJ
esrj-63860	350	10	fold	fold	ADJ
esrj-63860	350	11	cross	cross	NOUN
esrj-63860	350	12	-	-	NOUN
esrj-63860	350	13	validation	validation	ADJ
esrj-63860	350	14	.	.	PUNCT
esrj-63860	351	1	journal	journal	NOUN
esrj-63860	351	2	of	of	ADP
esrj-63860	351	3	machine	machine	NOUN
esrj-63860	351	4	learning	learn	VERB
esrj-63860	351	5	research	research	NOUN
esrj-63860	351	6	,	,	PUNCT
esrj-63860	351	7	5	5	NUM
esrj-63860	351	8	,	,	PUNCT
esrj-63860	351	9	1089	1089	NUM
esrj-63860	351	10	-	-	SYM
esrj-63860	351	11	1105	1105	NUM
esrj-63860	351	12	.	.	PUNCT
esrj-63860	352	1	berry	berry	NOUN
esrj-63860	352	2	,	,	PUNCT
esrj-63860	352	3	l.	l.	PROPN
esrj-63860	352	4	(	(	PUNCT
esrj-63860	352	5	1995	1995	NUM
esrj-63860	352	6	)	)	PUNCT
esrj-63860	352	7	.	.	PUNCT
esrj-63860	353	1	ghana	ghana	PROPN
esrj-63860	353	2	:	:	PUNCT
esrj-63860	353	3	a	a	DET
esrj-63860	353	4	country	country	NOUN
esrj-63860	353	5	study	study	NOUN
esrj-63860	353	6	.	.	PUNCT
esrj-63860	354	1	3rd	3rd	PROPN
esrj-63860	354	2	edition	edition	NOUN
esrj-63860	354	3	.	.	PUNCT
esrj-63860	355	1	federal	federal	ADJ
esrj-63860	355	2	research	research	NOUN
esrj-63860	355	3	division	division	NOUN
esrj-63860	355	4	,	,	PUNCT
esrj-63860	355	5	library	library	NOUN
esrj-63860	355	6	of	of	ADP
esrj-63860	355	7	congress	congress	PROPN
esrj-63860	355	8	,	,	PUNCT
esrj-63860	355	9	usa	usa	PROPN
esrj-63860	355	10	.	.	PROPN
esrj-63860	355	11	bowring	bowring	NOUN
esrj-63860	355	12	,	,	PUNCT
esrj-63860	355	13	b.r	b.r	PROPN
esrj-63860	355	14	.	.	PROPN
esrj-63860	355	15	(	(	PUNCT
esrj-63860	355	16	1976	1976	NUM
esrj-63860	355	17	)	)	PUNCT
esrj-63860	355	18	.	.	PUNCT
esrj-63860	356	1	transformation	transformation	NOUN
esrj-63860	356	2	from	from	ADP
esrj-63860	356	3	spatial	spatial	ADJ
esrj-63860	356	4	to	to	ADP
esrj-63860	356	5	geographical	geographical	ADJ
esrj-63860	356	6	coordinates	coordinate	NOUN
esrj-63860	356	7	.	.	PUNCT
esrj-63860	357	1	survey	survey	PROPN
esrj-63860	357	2	review	review	PROPN
esrj-63860	357	3	,	,	PUNCT
esrj-63860	357	4	181	181	NUM
esrj-63860	357	5	,	,	PUNCT
esrj-63860	357	6	323–327	323–327	NUM
esrj-63860	357	7	.	.	PUNCT
esrj-63860	358	1	burman	burman	NOUN
esrj-63860	358	2	,	,	PUNCT
esrj-63860	358	3	p.	p.	NOUN
esrj-63860	358	4	(	(	PUNCT
esrj-63860	358	5	1989	1989	NUM
esrj-63860	358	6	)	)	PUNCT
esrj-63860	358	7	.	.	PUNCT
esrj-63860	359	1	a	a	DET
esrj-63860	359	2	comparative	comparative	ADJ
esrj-63860	359	3	study	study	NOUN
esrj-63860	359	4	of	of	ADP
esrj-63860	359	5	ordinary	ordinary	ADJ
esrj-63860	359	6	cross	cross	ADJ
esrj-63860	359	7	-	-	ADJ
esrj-63860	359	8	validation	validation	ADJ
esrj-63860	359	9	,	,	PUNCT
esrj-63860	359	10	v	v	NOUN
esrj-63860	359	11	-	-	ADJ
esrj-63860	359	12	fold	fold	ADJ
esrj-63860	359	13	cross	cross	NOUN
esrj-63860	359	14	-	-	NOUN
esrj-63860	359	15	validation	validation	NOUN
esrj-63860	359	16	and	and	CCONJ
esrj-63860	359	17	the	the	DET
esrj-63860	359	18	repeated	repeat	VERB
esrj-63860	359	19	learning	learning	NOUN
esrj-63860	359	20	-	-	PUNCT
esrj-63860	359	21	testing	testing	NOUN
esrj-63860	359	22	methods	method	NOUN
esrj-63860	359	23	.	.	PUNCT
esrj-63860	360	1	biometrika	biometrika	NOUN
esrj-63860	360	2	,	,	PUNCT
esrj-63860	360	3	76	76	NUM
esrj-63860	360	4	,	,	PUNCT
esrj-63860	360	5	503	503	NUM
esrj-63860	360	6	-	-	SYM
esrj-63860	360	7	514	514	NUM
esrj-63860	360	8	.	.	PUNCT
esrj-63860	361	1	bursa	bursa	NOUN
esrj-63860	361	2	,	,	PUNCT
esrj-63860	361	3	m.	m.	NOUN
esrj-63860	361	4	(	(	PUNCT
esrj-63860	361	5	1962	1962	NUM
esrj-63860	361	6	)	)	PUNCT
esrj-63860	361	7	.	.	PUNCT
esrj-63860	362	1	the	the	DET
esrj-63860	362	2	theory	theory	NOUN
esrj-63860	362	3	of	of	ADP
esrj-63860	362	4	the	the	DET
esrj-63860	362	5	determination	determination	NOUN
esrj-63860	362	6	of	of	ADP
esrj-63860	362	7	the	the	DET
esrj-63860	362	8	nonparallelism	nonparallelism	NOUN
esrj-63860	362	9	of	of	ADP
esrj-63860	362	10	the	the	DET
esrj-63860	362	11	minor	minor	ADJ
esrj-63860	362	12	axis	axis	NOUN
esrj-63860	362	13	of	of	ADP
esrj-63860	362	14	the	the	DET
esrj-63860	362	15	reference	reference	NOUN
esrj-63860	362	16	ellipsoid	ellipsoid	NOUN
esrj-63860	362	17	,	,	PUNCT
esrj-63860	362	18	polar	polar	ADJ
esrj-63860	362	19	axis	axis	NOUN
esrj-63860	362	20	of	of	ADP
esrj-63860	362	21	the	the	DET
esrj-63860	362	22	earth	earth	NOUN
esrj-63860	362	23	,	,	PUNCT
esrj-63860	362	24	and	and	CCONJ
esrj-63860	362	25	initial	initial	ADJ
esrj-63860	362	26	astronomical	astronomical	ADJ
esrj-63860	362	27	and	and	CCONJ
esrj-63860	362	28	geodetic	geodetic	ADJ
esrj-63860	362	29	meridians	meridian	NOUN
esrj-63860	362	30	from	from	ADP
esrj-63860	362	31	observation	observation	NOUN
esrj-63860	362	32	of	of	ADP
esrj-63860	362	33	artificial	artificial	ADJ
esrj-63860	362	34	earth	earth	NOUN
esrj-63860	362	35	satellites	satellite	NOUN
esrj-63860	362	36	.	.	PUNCT
esrj-63860	363	1	studia	studia	PROPN
esrj-63860	363	2	geophysica	geophysica	PROPN
esrj-63860	363	3	et	et	PROPN
esrj-63860	363	4	geodaetica	geodaetica	PROPN
esrj-63860	363	5	,	,	PUNCT
esrj-63860	363	6	6	6	NUM
esrj-63860	363	7	,	,	PUNCT
esrj-63860	363	8	209	209	NUM
esrj-63860	363	9	-	-	SYM
esrj-63860	363	10	214	214	NUM
esrj-63860	363	11	.	.	PUNCT
esrj-63860	364	1	constantin	constantin	NOUN
esrj-63860	364	2	-	-	PUNCT
esrj-63860	364	3	octavian	octavian	PROPN
esrj-63860	364	4	,	,	PUNCT
esrj-63860	364	5	a.	a.	NOUN
esrj-63860	364	6	(	(	PUNCT
esrj-63860	364	7	2006	2006	NUM
esrj-63860	364	8	)	)	PUNCT
esrj-63860	364	9	.	.	PUNCT
esrj-63860	365	1	3d	3d	PROPN
esrj-63860	365	2	affine	affine	NOUN
esrj-63860	365	3	coordinate	coordinate	NOUN
esrj-63860	365	4	transformations	transformation	NOUN
esrj-63860	365	5	.	.	PUNCT
esrj-63860	366	1	master	master	NOUN
esrj-63860	366	2	of	of	ADP
esrj-63860	366	3	science	science	NOUN
esrj-63860	366	4	thesis	thesis	NOUN
esrj-63860	366	5	in	in	ADP
esrj-63860	366	6	geodesy	geodesy	PROPN
esrj-63860	366	7	no	no	INTJ
esrj-63860	366	8	.	.	PUNCT
esrj-63860	367	1	3091	3091	NUM
esrj-63860	367	2	trita	trita	NOUN
esrj-63860	367	3	-	-	PUNCT
esrj-63860	367	4	git	git	NOUN
esrj-63860	367	5	ex	ex	X
esrj-63860	367	6	06	06	NUM
esrj-63860	367	7	-	-	SYM
esrj-63860	367	8	004	004	NUM
esrj-63860	367	9	,	,	PUNCT
esrj-63860	367	10	school	school	NOUN
esrj-63860	367	11	of	of	ADP
esrj-63860	367	12	architecture	architecture	NOUN
esrj-63860	367	13	and	and	CCONJ
esrj-63860	367	14	the	the	DET
esrj-63860	367	15	built	build	VERB
esrj-63860	367	16	environment	environment	NOUN
esrj-63860	367	17	,	,	PUNCT
esrj-63860	367	18	royal	royal	PROPN
esrj-63860	367	19	institute	institute	PROPN
esrj-63860	367	20	of	of	ADP
esrj-63860	367	21	technology	technology	PROPN
esrj-63860	367	22	(	(	PUNCT
esrj-63860	367	23	kth	kth	PROPN
esrj-63860	367	24	)	)	PUNCT
esrj-63860	367	25	,	,	PUNCT
esrj-63860	367	26	100	100	NUM
esrj-63860	367	27	44	44	NUM
esrj-63860	367	28	stockholm	stockholm	PROPN
esrj-63860	367	29	,	,	PUNCT
esrj-63860	367	30	sweden	sweden	PROPN
esrj-63860	367	31	.	.	PUNCT
esrj-63860	368	1	deakin	deakin	PROPN
esrj-63860	368	2	,	,	PUNCT
esrj-63860	368	3	r.	r.	PROPN
esrj-63860	368	4	e.	e.	PROPN
esrj-63860	368	5	(	(	PUNCT
esrj-63860	368	6	2006	2006	NUM
esrj-63860	368	7	)	)	PUNCT
esrj-63860	368	8	.	.	PUNCT
esrj-63860	369	1	a	a	DET
esrj-63860	369	2	note	note	NOUN
esrj-63860	369	3	on	on	ADP
esrj-63860	369	4	the	the	DET
esrj-63860	369	5	bursa	bursa	NOUN
esrj-63860	369	6	-	-	PUNCT
esrj-63860	369	7	wolf	wolf	NOUN
esrj-63860	369	8	and	and	CCONJ
esrj-63860	369	9	molodensky	molodensky	NOUN
esrj-63860	369	10	-	-	PUNCT
esrj-63860	369	11	badekas	badekas	ADJ
esrj-63860	369	12	transformations	transformation	NOUN
esrj-63860	369	13	.	.	PUNCT
esrj-63860	370	1	technical	technical	ADJ
esrj-63860	370	2	report	report	NOUN
esrj-63860	370	3	,	,	PUNCT
esrj-63860	370	4	school	school	NOUN
esrj-63860	370	5	of	of	ADP
esrj-63860	370	6	mathematical	mathematical	ADJ
esrj-63860	370	7	and	and	CCONJ
esrj-63860	370	8	geospatial	geospatial	ADJ
esrj-63860	370	9	sciences	sciences	PROPN
esrj-63860	370	10	,	,	PUNCT
esrj-63860	370	11	rmit	rmit	PROPN
esrj-63860	370	12	university	university	PROPN
esrj-63860	370	13	,	,	PUNCT
esrj-63860	370	14	1	1	NUM
esrj-63860	370	15	-	-	SYM
esrj-63860	370	16	21	21	NUM
esrj-63860	370	17	.	.	PUNCT
esrj-63860	371	1	dzidefo	dzidefo	PROPN
esrj-63860	371	2	,	,	PUNCT
esrj-63860	371	3	a.	a.	NOUN
esrj-63860	371	4	(	(	PUNCT
esrj-63860	371	5	2011	2011	NUM
esrj-63860	371	6	)	)	PUNCT
esrj-63860	371	7	.	.	PUNCT
esrj-63860	372	1	determination	determination	NOUN
esrj-63860	372	2	of	of	ADP
esrj-63860	372	3	transformation	transformation	NOUN
esrj-63860	372	4	parameters	parameter	NOUN
esrj-63860	372	5	between	between	ADP
esrj-63860	372	6	the	the	DET
esrj-63860	372	7	world	world	NOUN
esrj-63860	372	8	geodetic	geodetic	ADJ
esrj-63860	372	9	system	system	NOUN
esrj-63860	372	10	1984	1984	NUM
esrj-63860	372	11	and	and	CCONJ
esrj-63860	372	12	the	the	DET
esrj-63860	372	13	ghana	ghana	PROPN
esrj-63860	372	14	geodetic	geodetic	ADJ
esrj-63860	372	15	network	network	NOUN
esrj-63860	372	16	.	.	PUNCT
esrj-63860	373	1	masters	master	NOUN
esrj-63860	373	2	thesis	thesis	PROPN
esrj-63860	373	3	,	,	PUNCT
esrj-63860	373	4	kwame	kwame	PROPN
esrj-63860	373	5	nkrumah	nkrumah	PROPN
esrj-63860	373	6	university	university	PROPN
esrj-63860	373	7	of	of	ADP
esrj-63860	373	8	science	science	NOUN
esrj-63860	373	9	and	and	CCONJ
esrj-63860	373	10	technology	technology	NOUN
esrj-63860	373	11	,	,	PUNCT
esrj-63860	373	12	ghana	ghana	PROPN
esrj-63860	373	13	.	.	PUNCT
esrj-63860	374	1	elsayed	elsaye	VERB
esrj-63860	374	2	,	,	PUNCT
esrj-63860	374	3	m.	m.	NOUN
esrj-63860	374	4	s.	s.	PROPN
esrj-63860	374	5	,	,	PUNCT
esrj-63860	374	6	&	&	CCONJ
esrj-63860	374	7	ali	ali	PROPN
esrj-63860	374	8	,	,	PUNCT
esrj-63860	374	9	a.	a.	PROPN
esrj-63860	374	10	h.	h.	PROPN
esrj-63860	374	11	(	(	PUNCT
esrj-63860	374	12	2016	2016	NUM
esrj-63860	374	13	)	)	PUNCT
esrj-63860	374	14	.	.	PUNCT
esrj-63860	375	1	performance	performance	NOUN
esrj-63860	375	2	evaluation	evaluation	NOUN
esrj-63860	375	3	of	of	ADP
esrj-63860	375	4	applying	apply	VERB
esrj-63860	375	5	fuzzy	fuzzy	ADJ
esrj-63860	375	6	multiple	multiple	ADJ
esrj-63860	375	7	regression	regression	NOUN
esrj-63860	375	8	model	model	NOUN
esrj-63860	375	9	to	to	PART
esrj-63860	375	10	tls	tls	VERB
esrj-63860	375	11	in	in	ADP
esrj-63860	375	12	the	the	DET
esrj-63860	375	13	geodetic	geodetic	ADJ
esrj-63860	375	14	coordinate	coordinate	NOUN
esrj-63860	375	15	transformation	transformation	NOUN
esrj-63860	375	16	.	.	PUNCT
esrj-63860	376	1	american	american	ADJ
esrj-63860	376	2	scientific	scientific	ADJ
esrj-63860	376	3	research	research	PROPN
esrj-63860	376	4	journal	journal	NOUN
esrj-63860	376	5	for	for	ADP
esrj-63860	376	6	engineering	engineering	NOUN
esrj-63860	376	7	,	,	PUNCT
esrj-63860	376	8	technology	technology	NOUN
esrj-63860	376	9	and	and	CCONJ
esrj-63860	376	10	sciences	science	NOUN
esrj-63860	376	11	,	,	PUNCT
esrj-63860	376	12	36	36	NUM
esrj-63860	376	13	-	-	SYM
esrj-63860	376	14	50	50	NUM
esrj-63860	376	15	.	.	PUNCT
esrj-63860	377	1	featherstone	featherstone	PROPN
esrj-63860	377	2	,	,	PUNCT
esrj-63860	377	3	w.e	w.e	PROPN
esrj-63860	377	4	.	.	PROPN
esrj-63860	377	5	(	(	PUNCT
esrj-63860	377	6	1996	1996	NUM
esrj-63860	377	7	)	)	PUNCT
esrj-63860	377	8	.	.	PUNCT
esrj-63860	378	1	a	a	DET
esrj-63860	378	2	revised	revise	VERB
esrj-63860	378	3	explanation	explanation	NOUN
esrj-63860	378	4	of	of	ADP
esrj-63860	378	5	the	the	DET
esrj-63860	378	6	geocentric	geocentric	ADJ
esrj-63860	378	7	datum	datum	NOUN
esrj-63860	378	8	of	of	ADP
esrj-63860	378	9	australia	australia	PROPN
esrj-63860	378	10	and	and	CCONJ
esrj-63860	378	11	its	its	PRON
esrj-63860	378	12	effect	effect	NOUN
esrj-63860	378	13	upon	upon	SCONJ
esrj-63860	378	14	mapping	mapping	NOUN
esrj-63860	378	15	.	.	PUNCT
esrj-63860	379	1	the	the	DET
esrj-63860	379	2	australian	australian	ADJ
esrj-63860	379	3	surveyor	surveyor	NOUN
esrj-63860	379	4	,	,	PUNCT
esrj-63860	379	5	41	41	NUM
esrj-63860	379	6	,	,	PUNCT
esrj-63860	379	7	121	121	NUM
esrj-63860	379	8	-	-	SYM
esrj-63860	379	9	130	130	NUM
esrj-63860	379	10	.	.	PUNCT
esrj-63860	380	1	fosu	fosu	PROPN
esrj-63860	380	2	,	,	PUNCT
esrj-63860	380	3	c.	c.	NOUN
esrj-63860	380	4	,	,	PUNCT
esrj-63860	380	5	poku	poku	NOUN
esrj-63860	380	6	-	-	PUNCT
esrj-63860	380	7	gyamfi	gyamfi	PROPN
esrj-63860	380	8	,	,	PUNCT
esrj-63860	380	9	y.	y.	PROPN
esrj-63860	380	10	,	,	PUNCT
esrj-63860	380	11	&	&	CCONJ
esrj-63860	380	12	hein	hein	PROPN
esrj-63860	380	13	,	,	PUNCT
esrj-63860	380	14	w.	w.	PROPN
esrj-63860	380	15	g.	g.	PROPN
esrj-63860	380	16	(	(	PUNCT
esrj-63860	380	17	2006	2006	NUM
esrj-63860	380	18	)	)	PUNCT
esrj-63860	380	19	.	.	PUNCT
esrj-63860	381	1	global	global	ADJ
esrj-63860	381	2	navigation	navigation	NOUN
esrj-63860	381	3	satellite	satellite	NOUN
esrj-63860	381	4	system	system	NOUN
esrj-63860	381	5	(	(	PUNCT
esrj-63860	381	6	gnss	gnss	NOUN
esrj-63860	381	7	)	)	PUNCT
esrj-63860	381	8	a	a	DET
esrj-63860	381	9	utility	utility	NOUN
esrj-63860	381	10	for	for	ADP
esrj-63860	381	11	sustainable	sustainable	ADJ
esrj-63860	381	12	development	development	NOUN
esrj-63860	381	13	in	in	ADP
esrj-63860	381	14	africa	africa	PROPN
esrj-63860	381	15	.	.	PUNCT
esrj-63860	382	1	5th	5th	ADJ
esrj-63860	382	2	fig	fig	NOUN
esrj-63860	382	3	regional	regional	ADJ
esrj-63860	382	4	conference	conference	NOUN
esrj-63860	382	5	on	on	ADP
esrj-63860	382	6	promoting	promote	VERB
esrj-63860	382	7	land	land	NOUN
esrj-63860	382	8	administration	administration	NOUN
esrj-63860	382	9	and	and	CCONJ
esrj-63860	382	10	good	good	ADJ
esrj-63860	382	11	governance	governance	NOUN
esrj-63860	382	12	,	,	PUNCT
esrj-63860	382	13	workshop	workshop	NOUN
esrj-63860	382	14	–	–	PUNCT
esrj-63860	382	15	afref	afref	NOUN
esrj-63860	382	16	i	i	PRON
esrj-63860	382	17	,	,	PUNCT
esrj-63860	382	18	accra	accra	PROPN
esrj-63860	382	19	,	,	PUNCT
esrj-63860	382	20	ghana	ghana	PROPN
esrj-63860	382	21	,	,	PUNCT
esrj-63860	382	22	1	1	NUM
esrj-63860	382	23	-	-	SYM
esrj-63860	382	24	12	12	NUM
esrj-63860	382	25	.	.	PUNCT
esrj-63860	383	1	ghilani	ghilani	PROPN
esrj-63860	383	2	,	,	PUNCT
esrj-63860	383	3	c.	c.	PROPN
esrj-63860	383	4	d.	d.	PROPN
esrj-63860	383	5	(	(	PUNCT
esrj-63860	383	6	2010	2010	NUM
esrj-63860	383	7	)	)	PUNCT
esrj-63860	383	8	.	.	PUNCT
esrj-63860	384	1	adjustment	adjustment	NOUN
esrj-63860	384	2	computations	computation	NOUN
esrj-63860	384	3	:	:	PUNCT
esrj-63860	384	4	spatial	spatial	ADJ
esrj-63860	384	5	data	datum	NOUN
esrj-63860	384	6	analysis	analysis	NOUN
esrj-63860	384	7	.	.	PUNCT
esrj-63860	385	1	5th	5th	ADJ
esrj-63860	385	2	edition	edition	NOUN
esrj-63860	385	3	.	.	PUNCT
esrj-63860	386	1	john	john	PROPN
esrj-63860	386	2	wiley	wiley	PROPN
esrj-63860	386	3	and	and	CCONJ
esrj-63860	386	4	sons	sons	PROPN
esrj-63860	386	5	inc	inc	PROPN
esrj-63860	386	6	.	.	PROPN
esrj-63860	386	7	,	,	PUNCT
esrj-63860	386	8	hoboken	hoboken	PROPN
esrj-63860	386	9	,	,	PUNCT
esrj-63860	386	10	new	new	PROPN
esrj-63860	386	11	jersey	jersey	PROPN
esrj-63860	386	12	,	,	PUNCT
esrj-63860	386	13	usa	usa	PROPN
esrj-63860	386	14	.	.	PROPN
esrj-63860	386	15	golub	golub	PROPN
esrj-63860	386	16	,	,	PUNCT
esrj-63860	386	17	g.	g.	PROPN
esrj-63860	386	18	h.	h.	PROPN
esrj-63860	386	19	,	,	PUNCT
esrj-63860	386	20	&	&	CCONJ
esrj-63860	386	21	reinsch	reinsch	PROPN
esrj-63860	386	22	,	,	PUNCT
esrj-63860	386	23	c.	c.	PROPN
esrj-63860	386	24	(	(	PUNCT
esrj-63860	386	25	1970	1970	NUM
esrj-63860	386	26	)	)	PUNCT
esrj-63860	386	27	.	.	PUNCT
esrj-63860	387	1	singular	singular	PROPN
esrj-63860	387	2	value	value	NOUN
esrj-63860	387	3	decomposition	decomposition	NOUN
esrj-63860	387	4	and	and	CCONJ
esrj-63860	387	5	least	least	ADJ
esrj-63860	387	6	squares	square	NOUN
esrj-63860	387	7	solutions	solution	NOUN
esrj-63860	387	8	.	.	PUNCT
esrj-63860	388	1	numerische	numerische	PROPN
esrj-63860	388	2	mathematik	mathematik	PROPN
esrj-63860	388	3	,	,	PUNCT
esrj-63860	388	4	14	14	NUM
esrj-63860	388	5	,	,	PUNCT
esrj-63860	388	6	5	5	NUM
esrj-63860	388	7	,	,	PUNCT
esrj-63860	388	8	403	403	NUM
esrj-63860	388	9	-	-	SYM
esrj-63860	388	10	420	420	NUM
esrj-63860	388	11	.	.	PUNCT
esrj-63860	389	1	gullu	gullu	NOUN
esrj-63860	389	2	,	,	PUNCT
esrj-63860	389	3	m.	m.	NOUN
esrj-63860	389	4	(	(	PUNCT
esrj-63860	389	5	2010	2010	NUM
esrj-63860	389	6	)	)	PUNCT
esrj-63860	389	7	.	.	PUNCT
esrj-63860	390	1	coordinate	coordinate	NOUN
esrj-63860	390	2	transformation	transformation	NOUN
esrj-63860	390	3	by	by	ADP
esrj-63860	390	4	radial	radial	ADJ
esrj-63860	390	5	basis	basis	NOUN
esrj-63860	390	6	function	function	NOUN
esrj-63860	390	7	neural	neural	ADJ
esrj-63860	390	8	network	network	NOUN
esrj-63860	390	9	.	.	PUNCT
esrj-63860	391	1	scientific	scientific	ADJ
esrj-63860	391	2	research	research	NOUN
esrj-63860	391	3	and	and	CCONJ
esrj-63860	391	4	essays	essay	NOUN
esrj-63860	391	5	,	,	PUNCT
esrj-63860	391	6	5	5	NUM
esrj-63860	391	7	,	,	PUNCT
esrj-63860	391	8	3141	3141	NUM
esrj-63860	391	9	-	-	SYM
esrj-63860	391	10	3146	3146	NUM
esrj-63860	391	11	.	.	PUNCT
esrj-63860	392	1	gullu	gullu	NOUN
esrj-63860	392	2	,	,	PUNCT
esrj-63860	392	3	m.	m.	NOUN
esrj-63860	392	4	,	,	PUNCT
esrj-63860	392	5	yilmaz	yilmaz	PROPN
esrj-63860	392	6	,	,	PUNCT
esrj-63860	392	7	m.	m.	NOUN
esrj-63860	392	8	,	,	PUNCT
esrj-63860	392	9	yilmaz	yilmaz	PROPN
esrj-63860	392	10	,	,	PUNCT
esrj-63860	392	11	i.	i.	PROPN
esrj-63860	392	12	,	,	PUNCT
esrj-63860	392	13	&	&	CCONJ
esrj-63860	392	14	turgut	turgut	PROPN
esrj-63860	392	15	,	,	PUNCT
esrj-63860	392	16	b.	b.	PROPN
esrj-63860	392	17	(	(	PUNCT
esrj-63860	392	18	2011	2011	NUM
esrj-63860	392	19	)	)	PUNCT
esrj-63860	392	20	.	.	PUNCT
esrj-63860	393	1	datum	datum	NOUN
esrj-63860	393	2	transformation	transformation	NOUN
esrj-63860	393	3	by	by	ADP
esrj-63860	393	4	artificial	artificial	ADJ
esrj-63860	393	5	neural	neural	ADJ
esrj-63860	393	6	networks	network	NOUN
esrj-63860	393	7	for	for	ADP
esrj-63860	393	8	geographic	geographic	ADJ
esrj-63860	393	9	information	information	NOUN
esrj-63860	393	10	systems	system	NOUN
esrj-63860	393	11	applications	application	NOUN
esrj-63860	393	12	.	.	PUNCT
esrj-63860	394	1	international	international	ADJ
esrj-63860	394	2	symposium	symposium	NOUN
esrj-63860	394	3	on	on	ADP
esrj-63860	394	4	environmental	environmental	ADJ
esrj-63860	394	5	protection	protection	NOUN
esrj-63860	394	6	and	and	CCONJ
esrj-63860	394	7	planning	planning	NOUN
esrj-63860	394	8	:	:	PUNCT
esrj-63860	394	9	geographic	geographic	ADJ
esrj-63860	394	10	information	information	NOUN
esrj-63860	394	11	systems	system	NOUN
esrj-63860	394	12	(	(	PUNCT
esrj-63860	394	13	gis	gis	NOUN
esrj-63860	394	14	)	)	PUNCT
esrj-63860	394	15	and	and	CCONJ
esrj-63860	394	16	remote	remote	ADJ
esrj-63860	394	17	sensing	sensing	NOUN
esrj-63860	394	18	(	(	PUNCT
esrj-63860	394	19	rs	rs	NOUN
esrj-63860	394	20	)	)	PUNCT
esrj-63860	394	21	applications	application	NOUN
esrj-63860	394	22	(	(	PUNCT
esrj-63860	394	23	isepp	isepp	NOUN
esrj-63860	394	24	)	)	PUNCT
esrj-63860	394	25	,	,	PUNCT
esrj-63860	394	26	izmir	izmir	NOUN
esrj-63860	394	27	-	-	PUNCT
esrj-63860	394	28	turkey	turkey	NOUN
esrj-63860	394	29	,	,	PUNCT
esrj-63860	394	30	13	13	NUM
esrj-63860	394	31	-	-	SYM
esrj-63860	394	32	19	19	NUM
esrj-63860	394	33	.	.	PUNCT
esrj-63860	394	34	heiskanen	heiskanen	PROPN
esrj-63860	394	35	,	,	PUNCT
esrj-63860	394	36	a.	a.	PROPN
esrj-63860	394	37	w.	w.	PROPN
esrj-63860	394	38	,	,	PUNCT
esrj-63860	394	39	&	&	CCONJ
esrj-63860	394	40	moritz	moritz	PROPN
esrj-63860	394	41	,	,	PUNCT
esrj-63860	394	42	h.	h.	PROPN
esrj-63860	394	43	(	(	PUNCT
esrj-63860	394	44	1967	1967	NUM
esrj-63860	394	45	)	)	PUNCT
esrj-63860	394	46	.	.	PUNCT
esrj-63860	395	1	physical	physical	PROPN
esrj-63860	395	2	geodesy	geodesy	PROPN
esrj-63860	395	3	.	.	PUNCT
esrj-63860	396	1	san	san	PROPN
esrj-63860	396	2	francisco	francisco	PROPN
esrj-63860	396	3	:	:	PUNCT
esrj-63860	396	4	w.h	w.h	PROPN
esrj-63860	396	5	.	.	PROPN
esrj-63860	396	6	freeman	freeman	PROPN
esrj-63860	396	7	and	and	CCONJ
esrj-63860	396	8	co	co	PROPN
esrj-63860	396	9	ltd	ltd	PROPN
esrj-63860	396	10	.	.	PROPN
esrj-63860	396	11	jain	jain	PROPN
esrj-63860	396	12	,	,	PUNCT
esrj-63860	396	13	t.	t.	PROPN
esrj-63860	396	14	,	,	PUNCT
esrj-63860	396	15	singh	singh	PROPN
esrj-63860	396	16	,	,	PUNCT
esrj-63860	396	17	s.	s.	PROPN
esrj-63860	396	18	n.	n.	PROPN
esrj-63860	396	19	,	,	PUNCT
esrj-63860	396	20	&	&	CCONJ
esrj-63860	396	21	srivastava	srivastava	PROPN
esrj-63860	396	22	,	,	PUNCT
esrj-63860	396	23	s.	s.	PROPN
esrj-63860	396	24	c.	c.	PROPN
esrj-63860	396	25	(	(	PUNCT
esrj-63860	396	26	2011	2011	NUM
esrj-63860	396	27	)	)	PUNCT
esrj-63860	396	28	.	.	PUNCT
esrj-63860	397	1	fast	fast	ADJ
esrj-63860	397	2	static	static	ADJ
esrj-63860	397	3	available	available	ADJ
esrj-63860	397	4	transfer	transfer	NOUN
esrj-63860	397	5	capability	capability	NOUN
esrj-63860	397	6	determination	determination	NOUN
esrj-63860	397	7	using	use	VERB
esrj-63860	397	8	radial	radial	ADJ
esrj-63860	397	9	basis	basis	NOUN
esrj-63860	397	10	function	function	NOUN
esrj-63860	397	11	neural	neural	ADJ
esrj-63860	397	12	network	network	NOUN
esrj-63860	397	13	.	.	PUNCT
esrj-63860	398	1	applied	apply	VERB
esrj-63860	398	2	soft	soft	ADJ
esrj-63860	398	3	computing	computing	NOUN
esrj-63860	398	4	,	,	PUNCT
esrj-63860	398	5	11	11	NUM
esrj-63860	398	6	,	,	PUNCT
esrj-63860	398	7	2756	2756	NUM
esrj-63860	398	8	-	-	SYM
esrj-63860	398	9	2764	2764	NUM
esrj-63860	398	10	.	.	PUNCT
esrj-63860	399	1	jung	jung	PROPN
esrj-63860	399	2	,	,	PUNCT
esrj-63860	399	3	y.	y.	PROPN
esrj-63860	399	4	,	,	PUNCT
esrj-63860	399	5	&	&	CCONJ
esrj-63860	399	6	hu	hu	PROPN
esrj-63860	399	7	,	,	PUNCT
esrj-63860	399	8	j.	j.	PROPN
esrj-63860	399	9	(	(	PUNCT
esrj-63860	399	10	2015	2015	NUM
esrj-63860	399	11	)	)	PUNCT
esrj-63860	399	12	.	.	PUNCT
esrj-63860	400	1	a	a	DET
esrj-63860	400	2	k	k	ADJ
esrj-63860	400	3	-	-	ADJ
esrj-63860	400	4	fold	fold	ADJ
esrj-63860	400	5	averaging	average	VERB
esrj-63860	400	6	cross	cross	ADJ
esrj-63860	400	7	-	-	ADJ
esrj-63860	400	8	validation	validation	ADJ
esrj-63860	400	9	procedure	procedure	NOUN
esrj-63860	400	10	.	.	PUNCT
esrj-63860	401	1	journal	journal	PROPN
esrj-63860	401	2	of	of	ADP
esrj-63860	401	3	nonparametric	nonparametric	PROPN
esrj-63860	401	4	statistics	statistic	NOUN
esrj-63860	401	5	,	,	PUNCT
esrj-63860	401	6	27	27	NUM
esrj-63860	401	7	,	,	PUNCT
esrj-63860	401	8	167	167	NUM
esrj-63860	401	9	-	-	SYM
esrj-63860	401	10	179	179	NUM
esrj-63860	401	11	.	.	PUNCT
esrj-63860	402	1	kohavi	kohavi	PROPN
esrj-63860	402	2	,	,	PUNCT
esrj-63860	402	3	r.	r.	PROPN
esrj-63860	402	4	(	(	PUNCT
esrj-63860	402	5	1995	1995	NUM
esrj-63860	402	6	)	)	PUNCT
esrj-63860	402	7	.	.	PUNCT
esrj-63860	403	1	a	a	DET
esrj-63860	403	2	study	study	NOUN
esrj-63860	403	3	of	of	ADP
esrj-63860	403	4	cross	cross	ADJ
esrj-63860	403	5	-	-	ADJ
esrj-63860	403	6	validation	validation	NOUN
esrj-63860	403	7	and	and	CCONJ
esrj-63860	403	8	bootstrap	bootstrap	NOUN
esrj-63860	403	9	for	for	ADP
esrj-63860	403	10	accuracy	accuracy	NOUN
esrj-63860	403	11	estimation	estimation	NOUN
esrj-63860	403	12	and	and	CCONJ
esrj-63860	403	13	model	model	NOUN
esrj-63860	403	14	selection	selection	NOUN
esrj-63860	403	15	.	.	PUNCT
esrj-63860	404	1	ijcai’95	ijcai’95	ADJ
esrj-63860	404	2	proceedings	proceeding	NOUN
esrj-63860	404	3	of	of	ADP
esrj-63860	404	4	the	the	DET
esrj-63860	404	5	14th	14th	ADJ
esrj-63860	404	6	international	international	ADJ
esrj-63860	404	7	joint	joint	ADJ
esrj-63860	404	8	conference	conference	NOUN
esrj-63860	404	9	on	on	ADP
esrj-63860	404	10	artificial	artificial	ADJ
esrj-63860	404	11	intelligence	intelligence	NOUN
esrj-63860	404	12	,	,	PUNCT
esrj-63860	404	13	2	2	NUM
esrj-63860	404	14	,	,	PUNCT
esrj-63860	404	15	1137	1137	NUM
esrj-63860	404	16	-	-	SYM
esrj-63860	404	17	1143	1143	NUM
esrj-63860	404	18	.	.	PUNCT
esrj-63860	405	1	konakoğlu	konakoğlu	PROPN
esrj-63860	405	2	,	,	PUNCT
esrj-63860	405	3	b.	b.	PROPN
esrj-63860	405	4	,	,	PUNCT
esrj-63860	405	5	&	&	CCONJ
esrj-63860	405	6	gökalp	gökalp	PROPN
esrj-63860	405	7	,	,	PUNCT
esrj-63860	405	8	e.	e.	PROPN
esrj-63860	405	9	(	(	PUNCT
esrj-63860	405	10	2016	2016	NUM
esrj-63860	405	11	)	)	PUNCT
esrj-63860	405	12	.	.	PUNCT
esrj-63860	406	1	a	a	DET
esrj-63860	406	2	study	study	NOUN
esrj-63860	406	3	on	on	ADP
esrj-63860	406	4	2d	2d	NUM
esrj-63860	406	5	similarity	similarity	NOUN
esrj-63860	406	6	transformation	transformation	NOUN
esrj-63860	406	7	using	use	VERB
esrj-63860	406	8	multilayer	multilayer	PROPN
esrj-63860	406	9	perceptron	perceptron	PROPN
esrj-63860	406	10	neural	neural	ADJ
esrj-63860	406	11	networks	network	NOUN
esrj-63860	406	12	and	and	CCONJ
esrj-63860	406	13	a	a	DET
esrj-63860	406	14	performance	performance	NOUN
esrj-63860	406	15	comparison	comparison	NOUN
esrj-63860	406	16	with	with	ADP
esrj-63860	406	17	conventional	conventional	ADJ
esrj-63860	406	18	and	and	CCONJ
esrj-63860	406	19	robust	robust	ADJ
esrj-63860	406	20	outlier	outlier	NOUN
esrj-63860	406	21	detection	detection	NOUN
esrj-63860	406	22	methods	method	NOUN
esrj-63860	406	23	.	.	PUNCT
esrj-63860	407	1	acta	acta	PROPN
esrj-63860	407	2	montanistica	montanistica	PROPN
esrj-63860	407	3	slovaca	slovaca	PROPN
esrj-63860	407	4	,	,	PUNCT
esrj-63860	407	5	21	21	NUM
esrj-63860	407	6	,	,	PUNCT
esrj-63860	407	7	4	4	NUM
esrj-63860	407	8	,	,	PUNCT
esrj-63860	407	9	324	324	NUM
esrj-63860	407	10	-	-	SYM
esrj-63860	407	11	332	332	NUM
esrj-63860	407	12	.	.	PUNCT
esrj-63860	408	1	konakoğlu	konakoğlu	PROPN
esrj-63860	408	2	,	,	PUNCT
esrj-63860	408	3	b.	b.	PROPN
esrj-63860	408	4	,	,	PUNCT
esrj-63860	408	5	cakir	cakir	PROPN
esrj-63860	408	6	,	,	PUNCT
esrj-63860	408	7	l.	l.	PROPN
esrj-63860	408	8	,	,	PUNCT
esrj-63860	408	9	&	&	CCONJ
esrj-63860	408	10	gökalp	gökalp	PROPN
esrj-63860	408	11	,	,	PUNCT
esrj-63860	408	12	e.	e.	PROPN
esrj-63860	408	13	(	(	PUNCT
esrj-63860	408	14	2016	2016	NUM
esrj-63860	408	15	)	)	PUNCT
esrj-63860	408	16	.	.	PUNCT
esrj-63860	409	1	2d	2d	PROPN
esrj-63860	409	2	coordinates	coordinate	VERB
esrj-63860	409	3	transformation	transformation	NOUN
esrj-63860	409	4	using	use	VERB
esrj-63860	409	5	artificial	artificial	ADJ
esrj-63860	409	6	neural	neural	ADJ
esrj-63860	409	7	networks	network	NOUN
esrj-63860	409	8	.	.	PUNCT
esrj-63860	410	1	geo	geo	PROPN
esrj-63860	410	2	advances	advance	VERB
esrj-63860	410	3	2016	2016	NUM
esrj-63860	410	4	:	:	PUNCT
esrj-63860	410	5	isprs	isprs	NOUN
esrj-63860	410	6	workshop	workshop	NOUN
esrj-63860	410	7	on	on	ADP
esrj-63860	410	8	multi	multi	ADJ
esrj-63860	410	9	-	-	ADJ
esrj-63860	410	10	dimensional	dimensional	ADJ
esrj-63860	410	11	&	&	CCONJ
esrj-63860	410	12	multi	multi	ADJ
esrj-63860	410	13	-	-	ADJ
esrj-63860	410	14	scale	scale	ADJ
esrj-63860	410	15	spatial	spatial	ADJ
esrj-63860	410	16	data	datum	NOUN
esrj-63860	410	17	modeling	modeling	NOUN
esrj-63860	410	18	,	,	PUNCT
esrj-63860	410	19	at	at	ADP
esrj-63860	410	20	mimar	mimar	PROPN
esrj-63860	410	21	sinan	sinan	PROPN
esrj-63860	410	22	fine	fine	PROPN
esrj-63860	410	23	arts	arts	PROPN
esrj-63860	410	24	university	university	PROPN
esrj-63860	410	25	/	/	SYM
esrj-63860	410	26	istanbul	istanbul	PROPN
esrj-63860	410	27	,	,	PUNCT
esrj-63860	410	28	volume	volume	NOUN
esrj-63860	410	29	xlii-2	xlii-2	PROPN
esrj-63860	410	30	/	/	SYM
esrj-63860	410	31	w1	w1	NOUN
esrj-63860	410	32	:	:	PUNCT
esrj-63860	410	33	3rd	3rd	ADJ
esrj-63860	410	34	international	international	ADJ
esrj-63860	410	35	geoadvances	geoadvance	NOUN
esrj-63860	410	36	workshop	workshop	NOUN
esrj-63860	410	37	.	.	PUNCT
esrj-63860	411	1	konaté	konaté	NOUN
esrj-63860	411	2	,	,	PUNCT
esrj-63860	411	3	a.	a.	NOUN
esrj-63860	411	4	a.	a.	PROPN
esrj-63860	411	5	,	,	PUNCT
esrj-63860	411	6	pan	pan	PROPN
esrj-63860	411	7	,	,	PUNCT
esrj-63860	411	8	h.	h.	PROPN
esrj-63860	411	9	,	,	PUNCT
esrj-63860	411	10	fang	fang	PROPN
esrj-63860	411	11	,	,	PUNCT
esrj-63860	411	12	s.	s.	PROPN
esrj-63860	411	13	,	,	PUNCT
esrj-63860	411	14	asim	asim	PROPN
esrj-63860	411	15	,	,	PUNCT
esrj-63860	411	16	s.	s.	PROPN
esrj-63860	411	17	,	,	PUNCT
esrj-63860	411	18	ziggah	ziggah	PROPN
esrj-63860	411	19	,	,	PUNCT
esrj-63860	411	20	y.	y.	PROPN
esrj-63860	411	21	y.	y.	PROPN
esrj-63860	411	22	,	,	PUNCT
esrj-63860	411	23	deng	deng	PROPN
esrj-63860	411	24	,	,	PUNCT
esrj-63860	411	25	c.	c.	PROPN
esrj-63860	411	26	,	,	PUNCT
esrj-63860	411	27	&	&	CCONJ
esrj-63860	411	28	khan	khan	PROPN
esrj-63860	411	29	,	,	PUNCT
esrj-63860	411	30	n.	n.	PROPN
esrj-63860	411	31	(	(	PUNCT
esrj-63860	411	32	2015	2015	NUM
esrj-63860	411	33	)	)	PUNCT
esrj-63860	411	34	.	.	PUNCT
esrj-63860	412	1	capability	capability	NOUN
esrj-63860	412	2	of	of	ADP
esrj-63860	412	3	self	self	NOUN
esrj-63860	412	4	-	-	PUNCT
esrj-63860	412	5	organizing	organize	VERB
esrj-63860	412	6	map	map	NOUN
esrj-63860	412	7	neural	neural	ADJ
esrj-63860	412	8	network	network	NOUN
esrj-63860	412	9	in	in	ADP
esrj-63860	412	10	geophysical	geophysical	ADJ
esrj-63860	412	11	log	log	NOUN
esrj-63860	412	12	data	data	NOUN
esrj-63860	412	13	classification	classification	NOUN
esrj-63860	412	14	:	:	PUNCT
esrj-63860	412	15	case	case	NOUN
esrj-63860	412	16	study	study	NOUN
esrj-63860	412	17	from	from	ADP
esrj-63860	412	18	the	the	DET
esrj-63860	412	19	ccsd	ccsd	PROPN
esrj-63860	412	20	-	-	PUNCT
esrj-63860	412	21	mh	mh	PROPN
esrj-63860	412	22	.	.	PROPN
esrj-63860	412	23	journal	journal	PROPN
esrj-63860	412	24	of	of	ADP
esrj-63860	412	25	applied	apply	VERB
esrj-63860	412	26	geophysics	geophysic	NOUN
esrj-63860	412	27	,	,	PUNCT
esrj-63860	412	28	118	118	NUM
esrj-63860	412	29	,	,	PUNCT
esrj-63860	412	30	37	37	NUM
esrj-63860	412	31	-	-	SYM
esrj-63860	412	32	46	46	NUM
esrj-63860	412	33	.	.	PUNCT
esrj-63860	413	1	kotzev	kotzev	NOUN
esrj-63860	413	2	,	,	PUNCT
esrj-63860	413	3	v.	v.	PROPN
esrj-63860	413	4	(	(	PUNCT
esrj-63860	413	5	2013	2013	NUM
esrj-63860	413	6	)	)	PUNCT
esrj-63860	413	7	.	.	PUNCT
esrj-63860	414	1	consultancy	consultancy	NOUN
esrj-63860	414	2	service	service	NOUN
esrj-63860	414	3	for	for	ADP
esrj-63860	414	4	the	the	DET
esrj-63860	414	5	selection	selection	NOUN
esrj-63860	414	6	of	of	ADP
esrj-63860	414	7	a	a	DET
esrj-63860	414	8	new	new	ADJ
esrj-63860	414	9	projection	projection	NOUN
esrj-63860	414	10	system	system	NOUN
esrj-63860	414	11	for	for	ADP
esrj-63860	414	12	ghana	ghana	PROPN
esrj-63860	414	13	.	.	PUNCT
esrj-63860	415	1	technical	technical	ADJ
esrj-63860	415	2	draft	draft	NOUN
esrj-63860	415	3	final	final	ADJ
esrj-63860	415	4	reports	report	NOUN
esrj-63860	415	5	,	,	PUNCT
esrj-63860	415	6	world	world	PROPN
esrj-63860	415	7	bank	bank	PROPN
esrj-63860	415	8	second	second	ADJ
esrj-63860	415	9	land	land	PROPN
esrj-63860	415	10	administration	administration	NOUN
esrj-63860	415	11	project	project	NOUN
esrj-63860	415	12	(	(	PUNCT
esrj-63860	415	13	lap-2	lap-2	NUM
esrj-63860	415	14	)	)	PUNCT
esrj-63860	415	15	,	,	PUNCT
esrj-63860	415	16	ghana	ghana	PROPN
esrj-63860	415	17	.	.	PUNCT
esrj-63860	416	1	kumi	kumi	PROPN
esrj-63860	416	2	-	-	PUNCT
esrj-63860	416	3	boateng	boateng	PROPN
esrj-63860	416	4	,	,	PUNCT
esrj-63860	416	5	b.	b.	PROPN
esrj-63860	416	6	,	,	PUNCT
esrj-63860	416	7	&	&	CCONJ
esrj-63860	416	8	ziggah	ziggah	PROPN
esrj-63860	416	9	,	,	PUNCT
esrj-63860	416	10	y.	y.	PROPN
esrj-63860	416	11	y.	y.	PROPN
esrj-63860	416	12	(	(	PUNCT
esrj-63860	416	13	2016	2016	NUM
esrj-63860	416	14	)	)	PUNCT
esrj-63860	416	15	.	.	PUNCT
esrj-63860	417	1	accuracy	accuracy	NOUN
esrj-63860	417	2	assessment	assessment	NOUN
esrj-63860	417	3	of	of	ADP
esrj-63860	417	4	cartesian	cartesian	ADJ
esrj-63860	417	5	(	(	PUNCT
esrj-63860	417	6	x	x	NOUN
esrj-63860	417	7	,	,	PUNCT
esrj-63860	417	8	y	y	PROPN
esrj-63860	417	9	,	,	PUNCT
esrj-63860	417	10	z	z	NOUN
esrj-63860	417	11	)	)	PUNCT
esrj-63860	417	12	to	to	ADP
esrj-63860	417	13	geodetic	geodetic	ADJ
esrj-63860	417	14	coordinates	coordinate	NOUN
esrj-63860	417	15	(	(	PUNCT
esrj-63860	417	16	φ	φ	PROPN
esrj-63860	417	17	,	,	PUNCT
esrj-63860	417	18	λ	λ	PROPN
esrj-63860	417	19	,	,	PUNCT
esrj-63860	417	20	h	h	NOUN
esrj-63860	417	21	)	)	PUNCT
esrj-63860	417	22	transformation	transformation	NOUN
esrj-63860	417	23	procedures	procedure	NOUN
esrj-63860	417	24	in	in	ADP
esrj-63860	417	25	precise	precise	ADJ
esrj-63860	417	26	3d	3d	NUM
esrj-63860	417	27	coordinate	coordinate	NOUN
esrj-63860	417	28	transformation	transformation	NOUN
esrj-63860	417	29	–	–	PUNCT
esrj-63860	417	30	a	a	DET
esrj-63860	417	31	case	case	NOUN
esrj-63860	417	32	study	study	NOUN
esrj-63860	417	33	of	of	ADP
esrj-63860	417	34	ghana	ghana	PROPN
esrj-63860	417	35	geodetic	geodetic	ADJ
esrj-63860	417	36	reference	reference	NOUN
esrj-63860	417	37	network	network	NOUN
esrj-63860	417	38	.	.	PUNCT
esrj-63860	418	1	journal	journal	PROPN
esrj-63860	418	2	of	of	ADP
esrj-63860	418	3	geosciences	geoscience	NOUN
esrj-63860	418	4	and	and	CCONJ
esrj-63860	418	5	geomatics	geomatic	NOUN
esrj-63860	418	6	,	,	PUNCT
esrj-63860	418	7	4	4	NUM
esrj-63860	418	8	,	,	PUNCT
esrj-63860	418	9	1	1	NUM
esrj-63860	418	10	-	-	SYM
esrj-63860	418	11	7	7	NUM
esrj-63860	418	12	.	.	PUNCT
esrj-63860	418	13	laari	laari	PROPN
esrj-63860	418	14	,	,	PUNCT
esrj-63860	418	15	p.	p.	PROPN
esrj-63860	418	16	b.	b.	PROPN
esrj-63860	418	17	,	,	PUNCT
esrj-63860	418	18	ziggah	ziggah	PROPN
esrj-63860	418	19	,	,	PUNCT
esrj-63860	418	20	y.	y.	PROPN
esrj-63860	418	21	y.	y.	PROPN
esrj-63860	418	22	,	,	PUNCT
esrj-63860	418	23	&	&	CCONJ
esrj-63860	418	24	annan	annan	PROPN
esrj-63860	418	25	,	,	PUNCT
esrj-63860	418	26	r.	r.	PROPN
esrj-63860	418	27	f	f	PROPN
esrj-63860	418	28	(	(	PUNCT
esrj-63860	418	29	2016	2016	NUM
esrj-63860	418	30	)	)	PUNCT
esrj-63860	418	31	.	.	PUNCT
esrj-63860	419	1	determination	determination	NOUN
esrj-63860	419	2	of	of	ADP
esrj-63860	419	3	3d	3d	NUM
esrj-63860	419	4	transformation	transformation	NOUN
esrj-63860	419	5	parameters	parameter	NOUN
esrj-63860	419	6	for	for	ADP
esrj-63860	419	7	the	the	DET
esrj-63860	419	8	ghana	ghana	PROPN
esrj-63860	419	9	geodetic	geodetic	ADJ
esrj-63860	419	10	reference	reference	NOUN
esrj-63860	419	11	network	network	NOUN
esrj-63860	419	12	using	use	VERB
esrj-63860	419	13	ordinary	ordinary	ADJ
esrj-63860	419	14	least	least	ADJ
esrj-63860	419	15	squares	square	NOUN
esrj-63860	419	16	and	and	CCONJ
esrj-63860	419	17	total	total	ADJ
esrj-63860	419	18	least	least	ADJ
esrj-63860	419	19	squares	square	NOUN
esrj-63860	419	20	techniques	technique	NOUN
esrj-63860	419	21	.	.	PUNCT
esrj-63860	420	1	international	international	ADJ
esrj-63860	420	2	journal	journal	PROPN
esrj-63860	420	3	of	of	ADP
esrj-63860	420	4	geomatics	geomatics	PROPN
esrj-63860	420	5	and	and	CCONJ
esrj-63860	420	6	geosciences	geoscience	NOUN
esrj-63860	420	7	,	,	PUNCT
esrj-63860	420	8	7	7	NUM
esrj-63860	420	9	,	,	PUNCT
esrj-63860	420	10	3	3	NUM
esrj-63860	420	11	,	,	PUNCT
esrj-63860	420	12	245	245	NUM
esrj-63860	420	13	-	-	SYM
esrj-63860	420	14	261	261	NUM
esrj-63860	420	15	.	.	PUNCT
esrj-63860	421	1	lin	lin	PROPN
esrj-63860	421	2	,	,	PUNCT
esrj-63860	421	3	l.	l.	PROPN
esrj-63860	421	4	s.	s.	PROPN
esrj-63860	421	5	,	,	PUNCT
esrj-63860	421	6	&	&	CCONJ
esrj-63860	421	7	wang	wang	PROPN
esrj-63860	421	8	,	,	PUNCT
esrj-63860	421	9	y.	y.	PROPN
esrj-63860	421	10	j.	j.	PROPN
esrj-63860	421	11	(	(	PUNCT
esrj-63860	421	12	2006	2006	NUM
esrj-63860	421	13	)	)	PUNCT
esrj-63860	421	14	.	.	PUNCT
esrj-63860	422	1	a	a	DET
esrj-63860	422	2	study	study	NOUN
esrj-63860	422	3	on	on	ADP
esrj-63860	422	4	cadastral	cadastral	ADJ
esrj-63860	422	5	coordinate	coordinate	NOUN
esrj-63860	422	6	transformation	transformation	NOUN
esrj-63860	422	7	using	use	VERB
esrj-63860	422	8	artificial	artificial	ADJ
esrj-63860	422	9	neural	neural	ADJ
esrj-63860	422	10	network	network	NOUN
esrj-63860	422	11	.	.	PUNCT
esrj-63860	423	1	proceedings	proceeding	NOUN
esrj-63860	423	2	of	of	ADP
esrj-63860	423	3	the	the	DET
esrj-63860	423	4	27th	27th	ADJ
esrj-63860	423	5	asian	asian	ADJ
esrj-63860	423	6	conference	conference	NOUN
esrj-63860	423	7	on	on	ADP
esrj-63860	423	8	remote	remote	ADJ
esrj-63860	423	9	sensing	sensing	NOUN
esrj-63860	423	10	,	,	PUNCT
esrj-63860	423	11	ulaanbaatar	ulaanbaatar	NOUN
esrj-63860	423	12	,	,	PUNCT
esrj-63860	423	13	mongolia	mongolia	PROPN
esrj-63860	423	14	,	,	PUNCT
esrj-63860	423	15	1	1	NUM
esrj-63860	423	16	-	-	SYM
esrj-63860	423	17	6	6	NUM
esrj-63860	423	18	.	.	PUNCT
esrj-63860	424	1	markovsky	markovsky	PROPN
esrj-63860	424	2	,	,	PUNCT
esrj-63860	424	3	i.	i.	PROPN
esrj-63860	424	4	,	,	PUNCT
esrj-63860	424	5	&	&	CCONJ
esrj-63860	424	6	van	van	PROPN
esrj-63860	424	7	huffel	huffel	PROPN
esrj-63860	424	8	,	,	PUNCT
esrj-63860	424	9	s.	s.	PROPN
esrj-63860	424	10	(	(	PUNCT
esrj-63860	424	11	2007	2007	NUM
esrj-63860	424	12	)	)	PUNCT
esrj-63860	424	13	.	.	PUNCT
esrj-63860	425	1	overview	overview	NOUN
esrj-63860	425	2	of	of	ADP
esrj-63860	425	3	total	total	ADJ
esrj-63860	425	4	least	least	ADJ
esrj-63860	425	5	-	-	PUNCT
esrj-63860	425	6	squares	square	NOUN
esrj-63860	425	7	.	.	PUNCT
esrj-63860	426	1	signal	signal	PROPN
esrj-63860	426	2	processing	processing	NOUN
esrj-63860	426	3	,	,	PUNCT
esrj-63860	426	4	87	87	NUM
esrj-63860	426	5	,	,	PUNCT
esrj-63860	426	6	2283	2283	NUM
esrj-63860	426	7	-	-	SYM
esrj-63860	426	8	2302	2302	NUM
esrj-63860	426	9	.	.	PUNCT
esrj-63860	427	1	mihalache	mihalache	PROPN
esrj-63860	427	2	,	,	PUNCT
esrj-63860	427	3	r.	r.	PROPN
esrj-63860	427	4	m.	m.	PROPN
esrj-63860	427	5	(	(	PUNCT
esrj-63860	427	6	2012	2012	NUM
esrj-63860	427	7	)	)	PUNCT
esrj-63860	427	8	.	.	PUNCT
esrj-63860	428	1	coordinate	coordinate	NOUN
esrj-63860	428	2	transformation	transformation	NOUN
esrj-63860	428	3	for	for	ADP
esrj-63860	428	4	integrating	integrate	VERB
esrj-63860	428	5	map	map	NOUN
esrj-63860	428	6	information	information	NOUN
esrj-63860	428	7	in	in	ADP
esrj-63860	428	8	the	the	DET
esrj-63860	428	9	new	new	ADJ
esrj-63860	428	10	geocentric	geocentric	ADJ
esrj-63860	428	11	european	european	ADJ
esrj-63860	428	12	system	system	NOUN
esrj-63860	428	13	using	use	VERB
esrj-63860	428	14	artificial	artificial	ADJ
esrj-63860	428	15	neural	neural	ADJ
esrj-63860	428	16	networks	network	NOUN
esrj-63860	428	17	.	.	PUNCT
esrj-63860	429	1	geocad	geocad	ADJ
esrj-63860	429	2	,	,	PUNCT
esrj-63860	429	3	1	1	NUM
esrj-63860	429	4	-	-	SYM
esrj-63860	429	5	8	8	NUM
esrj-63860	429	6	.	.	PUNCT
esrj-63860	429	7	molodensky	molodensky	NOUN
esrj-63860	429	8	,	,	PUNCT
esrj-63860	429	9	m.	m.	NOUN
esrj-63860	429	10	s.	s.	PROPN
esrj-63860	429	11	,	,	PUNCT
esrj-63860	429	12	yeremeyev	yeremeyev	PROPN
esrj-63860	429	13	,	,	PUNCT
esrj-63860	429	14	v.	v.	ADJ
esrj-63860	429	15	,	,	PUNCT
esrj-63860	429	16	&	&	CCONJ
esrj-63860	429	17	yurkina	yurkina	PROPN
esrj-63860	429	18	,	,	PUNCT
esrj-63860	429	19	m.	m.	NOUN
esrj-63860	429	20	(	(	PUNCT
esrj-63860	429	21	1962	1962	NUM
esrj-63860	429	22	)	)	PUNCT
esrj-63860	429	23	.	.	PUNCT
esrj-63860	430	1	methods	method	NOUN
esrj-63860	430	2	for	for	ADP
esrj-63860	430	3	study	study	NOUN
esrj-63860	430	4	of	of	ADP
esrj-63860	430	5	the	the	DET
esrj-63860	430	6	external	external	ADJ
esrj-63860	430	7	gravitational	gravitational	ADJ
esrj-63860	430	8	field	field	NOUN
esrj-63860	430	9	and	and	CCONJ
esrj-63860	430	10	figure	figure	NOUN
esrj-63860	430	11	of	of	ADP
esrj-63860	430	12	the	the	DET
esrj-63860	430	13	earth	earth	NOUN
esrj-63860	430	14	.	.	PUNCT
esrj-63860	431	1	technical	technical	ADJ
esrj-63860	431	2	report	report	PROPN
esrj-63860	431	3	office	office	NOUN
esrj-63860	431	4	of	of	ADP
esrj-63860	431	5	technical	technical	ADJ
esrj-63860	431	6	services	service	NOUN
esrj-63860	431	7	,	,	PUNCT
esrj-63860	431	8	us	us	PROPN
esrj-63860	431	9	deparment	deparment	NOUN
esrj-63860	431	10	of	of	ADP
esrj-63860	431	11	commerce	commerce	PROPN
esrj-63860	431	12	,	,	PUNCT
esrj-63860	431	13	israel	israel	PROPN
esrj-63860	431	14	program	program	NOUN
esrj-63860	431	15	for	for	ADP
esrj-63860	431	16	scientific	scientific	ADJ
esrj-63860	431	17	translations	translation	NOUN
esrj-63860	431	18	,	,	PUNCT
esrj-63860	431	19	jerusalem	jerusalem	PROPN
esrj-63860	431	20	,	,	PUNCT
esrj-63860	431	21	israel	israel	PROPN
esrj-63860	431	22	,	,	PUNCT
esrj-63860	431	23	248	248	NUM
esrj-63860	431	24	pp	pp	ADJ
esrj-63860	431	25	(	(	PUNCT
esrj-63860	431	26	russian	russian	ADJ
esrj-63860	431	27	)	)	PUNCT
esrj-63860	431	28	.	.	PUNCT
esrj-63860	432	1	mugnier	mugnier	PROPN
esrj-63860	432	2	,	,	PUNCT
esrj-63860	432	3	j.	j.	PROPN
esrj-63860	432	4	c.	c.	PROPN
esrj-63860	432	5	(	(	PUNCT
esrj-63860	432	6	2000	2000	NUM
esrj-63860	432	7	)	)	PUNCT
esrj-63860	432	8	.	.	PUNCT
esrj-63860	433	1	ogp	ogp	NOUN
esrj-63860	433	2	-	-	PUNCT
esrj-63860	433	3	coordinate	coordinate	NOUN
esrj-63860	433	4	conversions	conversion	NOUN
esrj-63860	433	5	and	and	CCONJ
esrj-63860	433	6	transformations	transformation	NOUN
esrj-63860	433	7	including	include	VERB
esrj-63860	433	8	formulae	formulae	NOUN
esrj-63860	433	9	.	.	PUNCT
esrj-63860	434	1	column	column	NOUN
esrj-63860	434	2	,	,	PUNCT
esrj-63860	434	3	grids	grid	NOUN
esrj-63860	434	4	and	and	CCONJ
esrj-63860	434	5	datums	datum	NOUN
esrj-63860	434	6	,	,	PUNCT
esrj-63860	434	7	the	the	DET
esrj-63860	434	8	republic	republic	NOUN
esrj-63860	434	9	of	of	ADP
esrj-63860	434	10	ghana	ghana	PROPN
esrj-63860	434	11	.	.	PUNCT
esrj-63860	435	1	photogrammetric	photogrammetric	ADJ
esrj-63860	435	2	engineering	engineering	NOUN
esrj-63860	435	3	and	and	CCONJ
esrj-63860	435	4	remote	remote	ADJ
esrj-63860	435	5	sensing	sensing	NOUN
esrj-63860	435	6	,	,	PUNCT
esrj-63860	435	7	695	695	NUM
esrj-63860	435	8	-	-	SYM
esrj-63860	435	9	697	697	NUM
esrj-63860	435	10	.	.	PUNCT
esrj-63860	435	11	muller	muller	NOUN
esrj-63860	435	12	,	,	PUNCT
esrj-63860	435	13	v.	v.	PROPN
esrj-63860	435	14	a.	a.	PROPN
esrj-63860	435	15	,	,	PUNCT
esrj-63860	435	16	&	&	CCONJ
esrj-63860	435	17	hemond	hemond	PROPN
esrj-63860	435	18	,	,	PUNCT
esrj-63860	435	19	f.	f.	PROPN
esrj-63860	435	20	h.	h.	PROPN
esrj-63860	435	21	(	(	PUNCT
esrj-63860	435	22	2013	2013	NUM
esrj-63860	435	23	)	)	PUNCT
esrj-63860	435	24	.	.	PUNCT
esrj-63860	436	1	extended	extend	VERB
esrj-63860	436	2	artificial	artificial	ADJ
esrj-63860	436	3	neural	neural	ADJ
esrj-63860	436	4	networks	network	NOUN
esrj-63860	436	5	:	:	PUNCT
esrj-63860	436	6	incorporation	incorporation	NOUN
esrj-63860	436	7	of	of	ADP
esrj-63860	436	8	a	a	DET
esrj-63860	436	9	priori	priori	ADJ
esrj-63860	436	10	chemical	chemical	NOUN
esrj-63860	436	11	knowledge	knowledge	NOUN
esrj-63860	436	12	enables	enable	VERB
esrj-63860	436	13	use	use	NOUN
esrj-63860	436	14	of	of	ADP
esrj-63860	436	15	ion	ion	NOUN
esrj-63860	436	16	selective	selective	ADJ
esrj-63860	436	17	electrodes	electrode	NOUN
esrj-63860	436	18	for	for	ADP
esrj-63860	436	19	in	in	ADP
esrj-63860	436	20	-	-	PUNCT
esrj-63860	436	21	situ	situ	NOUN
esrj-63860	436	22	measurement	measurement	NOUN
esrj-63860	436	23	of	of	ADP
esrj-63860	436	24	ions	ion	NOUN
esrj-63860	436	25	at	at	ADP
esrj-63860	436	26	environmentally	environmentally	ADV
esrj-63860	436	27	relevant	relevant	ADJ
esrj-63860	436	28	levels	level	NOUN
esrj-63860	436	29	.	.	PUNCT
esrj-63860	437	1	talanta	talanta	ADJ
esrj-63860	437	2	,	,	PUNCT
esrj-63860	437	3	117	117	NUM
esrj-63860	437	4	,	,	PUNCT
esrj-63860	437	5	112–118	112–118	NUM
esrj-63860	437	6	.	.	PUNCT
esrj-63860	438	1	paredes	paredes	PROPN
esrj-63860	438	2	-	-	PUNCT
esrj-63860	438	3	hernández	hernández	PROPN
esrj-63860	438	4	,	,	PUNCT
esrj-63860	438	5	c.	c.	PROPN
esrj-63860	438	6	u.	u.	PROPN
esrj-63860	438	7	,	,	PUNCT
esrj-63860	438	8	salinas	salinas	PROPN
esrj-63860	438	9	-	-	PUNCT
esrj-63860	438	10	castillo	castillo	PROPN
esrj-63860	438	11	,	,	PUNCT
esrj-63860	438	12	w.	w.	PROPN
esrj-63860	438	13	e.	e.	PROPN
esrj-63860	438	14	,	,	PUNCT
esrj-63860	438	15	guevara	guevara	PROPN
esrj-63860	438	16	-	-	PUNCT
esrj-63860	438	17	cortina	cortina	PROPN
esrj-63860	438	18	,	,	PUNCT
esrj-63860	438	19	f.	f.	PROPN
esrj-63860	438	20	,	,	PUNCT
esrj-63860	438	21	&	&	CCONJ
esrj-63860	438	22	martínez	martínez	PROPN
esrj-63860	438	23	-	-	PUNCT
esrj-63860	438	24	becerra	becerra	PROPN
esrj-63860	438	25	,	,	PUNCT
esrj-63860	438	26	x.	x.	NOUN
esrj-63860	438	27	(	(	PUNCT
esrj-63860	438	28	2013	2013	NUM
esrj-63860	438	29	)	)	PUNCT
esrj-63860	438	30	.	.	PUNCT
esrj-63860	439	1	horizontal	horizontal	ADJ
esrj-63860	439	2	positional	positional	ADJ
esrj-63860	439	3	accuracy	accuracy	NOUN
esrj-63860	439	4	of	of	ADP
esrj-63860	439	5	google	google	PROPN
esrj-63860	439	6	earth	earth	NOUN
esrj-63860	439	7	’s	’s	PART
esrj-63860	439	8	imagery	imagery	NOUN
esrj-63860	439	9	over	over	ADP
esrj-63860	439	10	rural	rural	ADJ
esrj-63860	439	11	areas	area	NOUN
esrj-63860	439	12	:	:	PUNCT
esrj-63860	439	13	a	a	DET
esrj-63860	439	14	study	study	NOUN
esrj-63860	439	15	case	case	NOUN
esrj-63860	439	16	in	in	ADP
esrj-63860	439	17	tamaulipas	tamaulipas	PROPN
esrj-63860	439	18	,	,	PUNCT
esrj-63860	439	19	mexico	mexico	PROPN
esrj-63860	439	20	.	.	PUNCT
esrj-63860	440	1	the	the	DET
esrj-63860	440	2	bulletin	bulletin	NOUN
esrj-63860	440	3	of	of	ADP
esrj-63860	440	4	geodetic	geodetic	ADJ
esrj-63860	440	5	sciences	science	NOUN
esrj-63860	440	6	,	,	PUNCT
esrj-63860	440	7	19	19	NUM
esrj-63860	440	8	,	,	PUNCT
esrj-63860	440	9	588	588	NUM
esrj-63860	440	10	-	-	SYM
esrj-63860	440	11	601	601	NUM
esrj-63860	440	12	.	.	PUNCT
esrj-63860	441	1	poku	poku	NOUN
esrj-63860	441	2	-	-	PUNCT
esrj-63860	441	3	gyamfi	gyamfi	PROPN
esrj-63860	441	4	,	,	PUNCT
esrj-63860	441	5	y.	y.	PROPN
esrj-63860	441	6	(	(	PUNCT
esrj-63860	441	7	2009	2009	NUM
esrj-63860	441	8	)	)	PUNCT
esrj-63860	441	9	.	.	PUNCT
esrj-63860	442	1	establishment	establishment	NOUN
esrj-63860	442	2	of	of	ADP
esrj-63860	442	3	gps	gps	PROPN
esrj-63860	442	4	reference	reference	NOUN
esrj-63860	442	5	network	network	NOUN
esrj-63860	442	6	in	in	ADP
esrj-63860	442	7	ghana	ghana	PROPN
esrj-63860	442	8	.	.	PUNCT
esrj-63860	443	1	phd	phd	NOUN
esrj-63860	443	2	dissertation	dissertation	NOUN
esrj-63860	443	3	,	,	PUNCT
esrj-63860	443	4	universitat	universitat	ADJ
esrj-63860	443	5	der	der	NOUN
esrj-63860	443	6	bundeswehr	bundeswehr	PROPN
esrj-63860	443	7	munchen	munchen	PROPN
esrj-63860	443	8	,	,	PUNCT
esrj-63860	443	9	germany	germany	PROPN
esrj-63860	443	10	.	.	PUNCT
esrj-63860	444	1	reitermanová	reitermanová	PROPN
esrj-63860	444	2	,	,	PUNCT
esrj-63860	444	3	z.	z.	PROPN
esrj-63860	444	4	(	(	PUNCT
esrj-63860	444	5	2010	2010	NUM
esrj-63860	444	6	)	)	PUNCT
esrj-63860	444	7	.	.	PUNCT
esrj-63860	445	1	data	datum	NOUN
esrj-63860	445	2	splitting	splitting	NOUN
esrj-63860	445	3	.	.	PUNCT
esrj-63860	446	1	in	in	ADP
esrj-63860	446	2	:	:	PUNCT
esrj-63860	446	3	šafránková	šafránková	PROPN
esrj-63860	446	4	,	,	PUNCT
esrj-63860	446	5	j.	j.	PROPN
esrj-63860	446	6	and	and	CCONJ
esrj-63860	446	7	pavlu	pavlu	PROPN
esrj-63860	446	8	,	,	PUNCT
esrj-63860	446	9	j.	j.	PROPN
esrj-63860	446	10	(	(	PUNCT
esrj-63860	446	11	eds	eds	PROPN
esrj-63860	446	12	.	.	PUNCT
esrj-63860	446	13	)	)	PUNCT
esrj-63860	446	14	,	,	PUNCT
esrj-63860	446	15	wds	wds	NOUN
esrj-63860	446	16	2010	2010	NUM
esrj-63860	446	17	proceedings	proceeding	NOUN
esrj-63860	446	18	of	of	ADP
esrj-63860	446	19	contributed	contribute	VERB
esrj-63860	446	20	papers	paper	NOUN
esrj-63860	446	21	,	,	PUNCT
esrj-63860	446	22	part	part	NOUN
esrj-63860	446	23	i	i	PRON
esrj-63860	446	24	:	:	PUNCT
esrj-63860	446	25	mathematics	mathematic	NOUN
esrj-63860	446	26	and	and	CCONJ
esrj-63860	446	27	computer	computer	NOUN
esrj-63860	446	28	sciences	science	NOUN
esrj-63860	446	29	,	,	PUNCT
esrj-63860	446	30	matfyzpress	matfyzpress	NOUN
esrj-63860	446	31	,	,	PUNCT
esrj-63860	446	32	prague	prague	NOUN
esrj-63860	446	33	,	,	PUNCT
esrj-63860	446	34	31	31	NUM
esrj-63860	446	35	-	-	SYM
esrj-63860	446	36	36	36	NUM
esrj-63860	446	37	.	.	PUNCT
esrj-63860	447	1	stone	stone	NOUN
esrj-63860	447	2	,	,	PUNCT
esrj-63860	447	3	m.	m.	NOUN
esrj-63860	447	4	(	(	PUNCT
esrj-63860	447	5	1974	1974	NUM
esrj-63860	447	6	)	)	PUNCT
esrj-63860	447	7	.	.	PUNCT
esrj-63860	448	1	cross	cross	ADJ
esrj-63860	448	2	-	-	ADJ
esrj-63860	448	3	validatory	validatory	ADJ
esrj-63860	448	4	choice	choice	NOUN
esrj-63860	448	5	and	and	CCONJ
esrj-63860	448	6	assessment	assessment	NOUN
esrj-63860	448	7	of	of	ADP
esrj-63860	448	8	statistical	statistical	ADJ
esrj-63860	448	9	predictions	prediction	NOUN
esrj-63860	448	10	.	.	PUNCT
esrj-63860	449	1	journal	journal	NOUN
esrj-63860	449	2	of	of	ADP
esrj-63860	449	3	the	the	DET
esrj-63860	449	4	royal	royal	ADJ
esrj-63860	449	5	statistical	statistical	ADJ
esrj-63860	449	6	society	society	NOUN
esrj-63860	449	7	:	:	PUNCT
esrj-63860	449	8	series	series	PROPN
esrj-63860	449	9	b	b	PROPN
esrj-63860	449	10	(	(	PUNCT
esrj-63860	449	11	statistical	statistical	ADJ
esrj-63860	449	12	methodology	methodology	NOUN
esrj-63860	449	13	)	)	PUNCT
esrj-63860	449	14	,	,	PUNCT
esrj-63860	449	15	36	36	NUM
esrj-63860	449	16	,	,	PUNCT
esrj-63860	449	17	111–147	111–147	NUM
esrj-63860	449	18	.	.	PUNCT
esrj-63860	450	1	tierra	tierra	PROPN
esrj-63860	450	2	,	,	PUNCT
esrj-63860	450	3	a.	a.	PROPN
esrj-63860	450	4	,	,	PUNCT
esrj-63860	450	5	dalazoana	dalazoana	PROPN
esrj-63860	450	6	,	,	PUNCT
esrj-63860	450	7	r.	r.	PROPN
esrj-63860	450	8	,	,	PUNCT
esrj-63860	450	9	&	&	CCONJ
esrj-63860	450	10	de	de	X
esrj-63860	450	11	freitas	freitas	PROPN
esrj-63860	450	12	,	,	PUNCT
esrj-63860	450	13	s.	s.	PROPN
esrj-63860	450	14	(	(	PUNCT
esrj-63860	450	15	2008	2008	NUM
esrj-63860	450	16	)	)	PUNCT
esrj-63860	450	17	.	.	PUNCT
esrj-63860	451	1	using	use	VERB
esrj-63860	451	2	an	an	DET
esrj-63860	451	3	artificial	artificial	ADJ
esrj-63860	451	4	neural	neural	ADJ
esrj-63860	451	5	network	network	NOUN
esrj-63860	451	6	to	to	PART
esrj-63860	451	7	improve	improve	VERB
esrj-63860	451	8	the	the	DET
esrj-63860	451	9	transformation	transformation	NOUN
esrj-63860	451	10	of	of	ADP
esrj-63860	451	11	coordinates	coordinate	NOUN
esrj-63860	451	12	between	between	ADP
esrj-63860	451	13	classical	classical	ADJ
esrj-63860	451	14	geodetic	geodetic	ADJ
esrj-63860	451	15	reference	reference	NOUN
esrj-63860	451	16	frames	frame	NOUN
esrj-63860	451	17	.	.	PUNCT
esrj-63860	452	1	computers	computer	NOUN
esrj-63860	452	2	and	and	CCONJ
esrj-63860	452	3	geosciences	geoscience	NOUN
esrj-63860	452	4	,	,	PUNCT
esrj-63860	452	5	34	34	NUM
esrj-63860	452	6	,	,	PUNCT
esrj-63860	452	7	181	181	NUM
esrj-63860	452	8	-	-	SYM
esrj-63860	452	9	189	189	NUM
esrj-63860	452	10	.	.	PUNCT
esrj-63860	453	1	77coordinate	77coordinate	NOUN
esrj-63860	453	2	transformation	transformation	NOUN
esrj-63860	453	3	between	between	ADP
esrj-63860	453	4	global	global	ADJ
esrj-63860	453	5	and	and	CCONJ
esrj-63860	453	6	local	local	ADJ
esrj-63860	453	7	data	datum	NOUN
esrj-63860	453	8	based	base	VERB
esrj-63860	453	9	on	on	ADP
esrj-63860	453	10	artificial	artificial	ADJ
esrj-63860	453	11	neural	neural	ADJ
esrj-63860	453	12	network	network	NOUN
esrj-63860	453	13	with	with	ADP
esrj-63860	453	14	k	k	ADJ
esrj-63860	453	15	-	-	ADJ
esrj-63860	453	16	fold	fold	ADJ
esrj-63860	453	17	cross	cross	NOUN
esrj-63860	453	18	-	-	NOUN
esrj-63860	453	19	validation	validation	NOUN
esrj-63860	453	20	in	in	ADP
esrj-63860	453	21	ghana	ghana	PROPN
esrj-63860	453	22	tierra	tierra	PROPN
esrj-63860	453	23	,	,	PUNCT
esrj-63860	453	24	a.	a.	PROPN
esrj-63860	453	25	r.	r.	PROPN
esrj-63860	453	26	,	,	PUNCT
esrj-63860	453	27	de	de	PROPN
esrj-63860	453	28	freitas	freitas	PROPN
esrj-63860	453	29	,	,	PUNCT
esrj-63860	453	30	s.	s.	PROPN
esrj-63860	453	31	r.	r.	PROPN
esrj-63860	453	32	c.	c.	PROPN
esrj-63860	453	33	,	,	PUNCT
esrj-63860	453	34	&	&	CCONJ
esrj-63860	453	35	guevara	guevara	PROPN
esrj-63860	453	36	,	,	PUNCT
esrj-63860	453	37	p.	p.	NOUN
esrj-63860	453	38	m.	m.	NOUN
esrj-63860	453	39	(	(	PUNCT
esrj-63860	453	40	2009	2009	NUM
esrj-63860	453	41	)	)	PUNCT
esrj-63860	453	42	.	.	PUNCT
esrj-63860	454	1	using	use	VERB
esrj-63860	454	2	an	an	DET
esrj-63860	454	3	artificial	artificial	ADJ
esrj-63860	454	4	neural	neural	ADJ
esrj-63860	454	5	network	network	NOUN
esrj-63860	454	6	to	to	ADP
esrj-63860	454	7	transformation	transformation	NOUN
esrj-63860	454	8	of	of	ADP
esrj-63860	454	9	coordinates	coordinate	NOUN
esrj-63860	454	10	from	from	ADP
esrj-63860	454	11	psad56	psad56	NOUN
esrj-63860	454	12	to	to	PART
esrj-63860	454	13	sirgas95	sirgas95	VERB
esrj-63860	454	14	.	.	PUNCT
esrj-63860	455	1	in	in	ADP
esrj-63860	455	2	:	:	PUNCT
esrj-63860	455	3	drewes	drewes	NOUN
esrj-63860	455	4	h.	h.	PROPN
esrj-63860	455	5	(	(	PUNCT
esrj-63860	455	6	ed	ed	NOUN
esrj-63860	455	7	.	.	PUNCT
esrj-63860	455	8	)	)	PUNCT
esrj-63860	455	9	,	,	PUNCT
esrj-63860	455	10	geodetic	geodetic	ADJ
esrj-63860	455	11	reference	reference	NOUN
esrj-63860	455	12	frames	frame	NOUN
esrj-63860	455	13	.	.	PUNCT
esrj-63860	456	1	international	international	ADJ
esrj-63860	456	2	association	association	PROPN
esrj-63860	456	3	of	of	ADP
esrj-63860	456	4	geodesy	geodesy	PROPN
esrj-63860	456	5	symposia	symposia	PROPN
esrj-63860	456	6	,	,	PUNCT
esrj-63860	456	7	134:173	134:173	PROPN
esrj-63860	456	8	-	-	PUNCT
esrj-63860	456	9	178	178	NUM
esrj-63860	456	10	,	,	PUNCT
esrj-63860	456	11	springer	springer	NOUN
esrj-63860	456	12	-	-	PUNCT
esrj-63860	456	13	verlag	verlag	PROPN
esrj-63860	456	14	berlin	berlin	PROPN
esrj-63860	456	15	heidelberg	heidelberg	PROPN
esrj-63860	456	16	,	,	PUNCT
esrj-63860	456	17	germany	germany	PROPN
esrj-63860	456	18	.	.	PUNCT
esrj-63860	457	1	tierra	tierra	PROPN
esrj-63860	457	2	,	,	PUNCT
esrj-63860	457	3	a.	a.	PROPN
esrj-63860	457	4	,	,	PUNCT
esrj-63860	457	5	&	&	CCONJ
esrj-63860	457	6	romero	romero	PROPN
esrj-63860	457	7	,	,	PUNCT
esrj-63860	457	8	r.	r.	PROPN
esrj-63860	457	9	(	(	PUNCT
esrj-63860	457	10	2014	2014	NUM
esrj-63860	457	11	)	)	PUNCT
esrj-63860	457	12	.	.	PUNCT
esrj-63860	458	1	planes	plane	NOUN
esrj-63860	458	2	coordinates	coordinate	NOUN
esrj-63860	458	3	transformation	transformation	NOUN
esrj-63860	458	4	between	between	ADP
esrj-63860	458	5	psad56	psad56	NOUN
esrj-63860	458	6	to	to	ADP
esrj-63860	458	7	sirgas	sirgas	NOUN
esrj-63860	458	8	using	use	VERB
esrj-63860	458	9	a	a	DET
esrj-63860	458	10	multilayer	multilayer	ADJ
esrj-63860	458	11	artificial	artificial	ADJ
esrj-63860	458	12	neural	neural	ADJ
esrj-63860	458	13	network	network	NOUN
esrj-63860	458	14	.	.	PUNCT
esrj-63860	459	1	geodesy	geodesy	PROPN
esrj-63860	459	2	and	and	CCONJ
esrj-63860	459	3	cartography	cartography	NOUN
esrj-63860	459	4	,	,	PUNCT
esrj-63860	459	5	63	63	NUM
esrj-63860	459	6	,	,	PUNCT
esrj-63860	459	7	199	199	NUM
esrj-63860	459	8	-	-	SYM
esrj-63860	459	9	209	209	NUM
esrj-63860	459	10	.	.	PUNCT
esrj-63860	460	1	turgut	turgut	PROPN
esrj-63860	460	2	,	,	PUNCT
esrj-63860	460	3	b.	b.	PROPN
esrj-63860	460	4	(	(	PUNCT
esrj-63860	460	5	2010	2010	NUM
esrj-63860	460	6	)	)	PUNCT
esrj-63860	460	7	.	.	PUNCT
esrj-63860	461	1	a	a	DET
esrj-63860	461	2	back	back	ADJ
esrj-63860	461	3	-	-	PUNCT
esrj-63860	461	4	propagation	propagation	NOUN
esrj-63860	461	5	artificial	artificial	ADJ
esrj-63860	461	6	neural	neural	ADJ
esrj-63860	461	7	network	network	NOUN
esrj-63860	461	8	approach	approach	NOUN
esrj-63860	461	9	for	for	ADP
esrj-63860	461	10	three	three	NUM
esrj-63860	461	11	-	-	PUNCT
esrj-63860	461	12	dimensional	dimensional	ADJ
esrj-63860	461	13	coordinate	coordinate	NOUN
esrj-63860	461	14	transformation	transformation	NOUN
esrj-63860	461	15	.	.	PUNCT
esrj-63860	462	1	scientific	scientific	ADJ
esrj-63860	462	2	research	research	NOUN
esrj-63860	462	3	and	and	CCONJ
esrj-63860	462	4	essays	essay	NOUN
esrj-63860	462	5	,	,	PUNCT
esrj-63860	462	6	5	5	NUM
esrj-63860	462	7	,	,	PUNCT
esrj-63860	462	8	3330	3330	NUM
esrj-63860	462	9	-	-	SYM
esrj-63860	462	10	3335	3335	NUM
esrj-63860	462	11	.	.	PUNCT
esrj-63860	463	1	urolagin	urolagin	ADJ
esrj-63860	463	2	,	,	PUNCT
esrj-63860	463	3	s.	s.	PROPN
esrj-63860	463	4	,	,	PUNCT
esrj-63860	463	5	prema	prema	PROPN
esrj-63860	463	6	,	,	PUNCT
esrj-63860	463	7	k.	k.	PROPN
esrj-63860	463	8	v.	v.	PROPN
esrj-63860	463	9	,	,	PUNCT
esrj-63860	463	10	&	&	CCONJ
esrj-63860	463	11	subba	subba	PROPN
esrj-63860	463	12	reddy	reddy	PROPN
esrj-63860	463	13	,	,	PUNCT
esrj-63860	463	14	n.	n.	PROPN
esrj-63860	463	15	v.	v.	PROPN
esrj-63860	464	1	(	(	PUNCT
esrj-63860	464	2	2011	2011	NUM
esrj-63860	464	3	)	)	PUNCT
esrj-63860	464	4	.	.	PUNCT
esrj-63860	465	1	generalization	generalization	NOUN
esrj-63860	465	2	capability	capability	NOUN
esrj-63860	465	3	of	of	ADP
esrj-63860	465	4	artificial	artificial	ADJ
esrj-63860	465	5	neural	neural	ADJ
esrj-63860	465	6	network	network	NOUN
esrj-63860	465	7	incorporated	incorporate	VERB
esrj-63860	465	8	with	with	ADP
esrj-63860	465	9	pruning	prune	VERB
esrj-63860	465	10	method	method	NOUN
esrj-63860	465	11	.	.	PUNCT
esrj-63860	466	1	in	in	ADP
esrj-63860	466	2	:	:	PUNCT
esrj-63860	466	3	thilagam	thilagam	NOUN
esrj-63860	466	4	,	,	PUNCT
esrj-63860	466	5	p.	p.	PROPN
esrj-63860	466	6	s.	s.	PROPN
esrj-63860	466	7	,	,	PUNCT
esrj-63860	466	8	pias	pias	PROPN
esrj-63860	466	9	,	,	PUNCT
esrj-63860	466	10	a.	a.	PROPN
esrj-63860	466	11	r.	r.	PROPN
esrj-63860	466	12	,	,	PUNCT
esrj-63860	466	13	chandrasekaran	chandrasekaran	VERB
esrj-63860	466	14	,	,	PUNCT
esrj-63860	466	15	k.	k.	PROPN
esrj-63860	466	16	and	and	CCONJ
esrj-63860	466	17	balakrishnan	balakrishnan	PROPN
esrj-63860	466	18	,	,	PUNCT
esrj-63860	466	19	n.	n.	PROPN
esrj-63860	466	20	(	(	PUNCT
esrj-63860	466	21	eds	ed	NOUN
esrj-63860	466	22	.	.	PUNCT
esrj-63860	466	23	)	)	PUNCT
esrj-63860	466	24	,	,	PUNCT
esrj-63860	466	25	advanced	advanced	ADJ
esrj-63860	466	26	computing	computing	NOUN
esrj-63860	466	27	,	,	PUNCT
esrj-63860	466	28	networking	networking	NOUN
esrj-63860	466	29	and	and	CCONJ
esrj-63860	466	30	security	security	NOUN
esrj-63860	466	31	.	.	PUNCT
esrj-63860	467	1	lecture	lecture	NOUN
esrj-63860	467	2	notes	note	NOUN
esrj-63860	467	3	in	in	ADP
esrj-63860	467	4	computer	computer	NOUN
esrj-63860	467	5	science	science	NOUN
esrj-63860	467	6	,	,	PUNCT
esrj-63860	467	7	7135	7135	NUM
esrj-63860	467	8	,	,	PUNCT
esrj-63860	467	9	171	171	NUM
esrj-63860	467	10	-	-	SYM
esrj-63860	467	11	178	178	NUM
esrj-63860	467	12	,	,	PUNCT
esrj-63860	467	13	springer	springer	NOUN
esrj-63860	467	14	berlin	berlin	PROPN
esrj-63860	467	15	heidelberg	heidelberg	PROPN
esrj-63860	467	16	,	,	PUNCT
esrj-63860	467	17	germany	germany	PROPN
esrj-63860	467	18	.	.	PUNCT
esrj-63860	468	1	van	van	PROPN
esrj-63860	468	2	huffel	huffel	PROPN
esrj-63860	468	3	,	,	PUNCT
esrj-63860	468	4	s.	s.	PROPN
esrj-63860	468	5	,	,	PUNCT
esrj-63860	468	6	&	&	CCONJ
esrj-63860	468	7	vandewalle	vandewalle	PROPN
esrj-63860	468	8	,	,	PUNCT
esrj-63860	468	9	j.	j.	PROPN
esrj-63860	468	10	(	(	PUNCT
esrj-63860	468	11	1991	1991	NUM
esrj-63860	468	12	)	)	PUNCT
esrj-63860	468	13	.	.	PUNCT
esrj-63860	469	1	the	the	DET
esrj-63860	469	2	total	total	ADJ
esrj-63860	469	3	least	least	ADJ
esrj-63860	469	4	squares	square	NOUN
esrj-63860	469	5	problem	problem	NOUN
esrj-63860	469	6	–	–	PUNCT
esrj-63860	469	7	computational	computational	ADJ
esrj-63860	469	8	aspects	aspect	NOUN
esrj-63860	469	9	and	and	CCONJ
esrj-63860	469	10	analysis	analysis	NOUN
esrj-63860	469	11	,	,	PUNCT
esrj-63860	469	12	frontiers	frontier	NOUN
esrj-63860	469	13	in	in	ADP
esrj-63860	469	14	applied	applied	ADJ
esrj-63860	469	15	mathematics	mathematic	NOUN
esrj-63860	469	16	.	.	PUNCT
esrj-63860	470	1	siam	siam	PROPN
esrj-63860	470	2	,	,	PUNCT
esrj-63860	470	3	usa	usa	PROPN
esrj-63860	470	4	.	.	PROPN
esrj-63860	470	5	varga	varga	PROPN
esrj-63860	470	6	,	,	PUNCT
esrj-63860	470	7	m.	m.	NOUN
esrj-63860	470	8	,	,	PUNCT
esrj-63860	470	9	grgić	grgić	ADJ
esrj-63860	470	10	,	,	PUNCT
esrj-63860	470	11	m.	m.	NOUN
esrj-63860	470	12	,	,	PUNCT
esrj-63860	470	13	&	&	CCONJ
esrj-63860	470	14	bašić	bašić	PROPN
esrj-63860	470	15	,	,	PUNCT
esrj-63860	470	16	t.	t.	PROPN
esrj-63860	470	17	(	(	PUNCT
esrj-63860	470	18	2017	2017	NUM
esrj-63860	470	19	)	)	PUNCT
esrj-63860	470	20	.	.	PUNCT
esrj-63860	471	1	empirical	empirical	ADJ
esrj-63860	471	2	comparison	comparison	NOUN
esrj-63860	471	3	of	of	ADP
esrj-63860	471	4	the	the	DET
esrj-63860	471	5	geodetic	geodetic	ADJ
esrj-63860	471	6	coordinate	coordinate	NOUN
esrj-63860	471	7	transformation	transformation	NOUN
esrj-63860	471	8	models	model	NOUN
esrj-63860	471	9	:	:	PUNCT
esrj-63860	471	10	a	a	DET
esrj-63860	471	11	case	case	NOUN
esrj-63860	471	12	study	study	NOUN
esrj-63860	471	13	of	of	ADP
esrj-63860	471	14	croatia	croatia	PROPN
esrj-63860	471	15	.	.	PUNCT
esrj-63860	472	1	survey	survey	PROPN
esrj-63860	472	2	review	review	PROPN
esrj-63860	472	3	,	,	PUNCT
esrj-63860	472	4	49	49	NUM
esrj-63860	472	5	,	,	PUNCT
esrj-63860	472	6	352	352	NUM
esrj-63860	472	7	,	,	PUNCT
esrj-63860	472	8	15	15	NUM
esrj-63860	472	9	-	-	SYM
esrj-63860	472	10	27	27	NUM
esrj-63860	472	11	.	.	PUNCT
esrj-63860	473	1	veis	veis	PROPN
esrj-63860	473	2	,	,	PUNCT
esrj-63860	473	3	g.	g.	PROPN
esrj-63860	473	4	(	(	PUNCT
esrj-63860	473	5	1960	1960	NUM
esrj-63860	473	6	)	)	PUNCT
esrj-63860	473	7	.	.	PUNCT
esrj-63860	474	1	geodetic	geodetic	ADJ
esrj-63860	474	2	uses	use	NOUN
esrj-63860	474	3	of	of	ADP
esrj-63860	474	4	artificial	artificial	ADJ
esrj-63860	474	5	satellites	satellite	NOUN
esrj-63860	474	6	.	.	PUNCT
esrj-63860	475	1	smithsonian	smithsonian	PROPN
esrj-63860	475	2	contributions	contribution	NOUN
esrj-63860	475	3	to	to	ADP
esrj-63860	475	4	astrophysics	astrophysic	NOUN
esrj-63860	475	5	,	,	PUNCT
esrj-63860	475	6	3	3	NUM
esrj-63860	475	7	,	,	PUNCT
esrj-63860	475	8	95	95	NUM
esrj-63860	475	9	-	-	SYM
esrj-63860	475	10	159	159	NUM
esrj-63860	475	11	.	.	PUNCT
esrj-63860	476	1	wolf	wolf	PROPN
esrj-63860	476	2	,	,	PUNCT
esrj-63860	476	3	h.	h.	PROPN
esrj-63860	476	4	(	(	PUNCT
esrj-63860	476	5	1963	1963	NUM
esrj-63860	476	6	)	)	PUNCT
esrj-63860	476	7	.	.	PUNCT
esrj-63860	477	1	geometric	geometric	ADJ
esrj-63860	477	2	connection	connection	NOUN
esrj-63860	477	3	and	and	CCONJ
esrj-63860	477	4	reorientation	reorientation	NOUN
esrj-63860	477	5	of	of	ADP
esrj-63860	477	6	three	three	NUM
esrj-63860	477	7	-	-	PUNCT
esrj-63860	477	8	dimensional	dimensional	ADJ
esrj-63860	477	9	triangulation	triangulation	NOUN
esrj-63860	477	10	nets	net	NOUN
esrj-63860	477	11	.	.	PUNCT
esrj-63860	478	1	bulletin	bulletin	NOUN
esrj-63860	478	2	of	of	ADP
esrj-63860	478	3	geodesy	geodesy	PROPN
esrj-63860	478	4	,	,	PUNCT
esrj-63860	478	5	68	68	NUM
esrj-63860	478	6	,	,	PUNCT
esrj-63860	478	7	165	165	NUM
esrj-63860	478	8	-	-	SYM
esrj-63860	478	9	169	169	NUM
esrj-63860	478	10	.	.	PUNCT
esrj-63860	479	1	yakubu	yakubu	PROPN
esrj-63860	479	2	,	,	PUNCT
esrj-63860	479	3	i.	i.	PROPN
esrj-63860	479	4	,	,	PUNCT
esrj-63860	479	5	&	&	CCONJ
esrj-63860	479	6	kumi	kumi	PROPN
esrj-63860	479	7	-	-	PUNCT
esrj-63860	479	8	boateng	boateng	PROPN
esrj-63860	479	9	,	,	PUNCT
esrj-63860	479	10	b.	b.	PROPN
esrj-63860	479	11	(	(	PUNCT
esrj-63860	479	12	2015	2015	NUM
esrj-63860	479	13	)	)	PUNCT
esrj-63860	479	14	.	.	PUNCT
esrj-63860	480	1	ramification	ramification	NOUN
esrj-63860	480	2	of	of	ADP
esrj-63860	480	3	datum	datum	NOUN
esrj-63860	480	4	and	and	CCONJ
esrj-63860	480	5	ellipsoidal	ellipsoidal	ADJ
esrj-63860	480	6	parameters	parameter	NOUN
esrj-63860	480	7	on	on	ADP
esrj-63860	480	8	post	post	NOUN
esrj-63860	480	9	processed	process	VERB
esrj-63860	480	10	differential	differential	ADJ
esrj-63860	480	11	global	global	ADJ
esrj-63860	480	12	positioning	positioning	NOUN
esrj-63860	480	13	system	system	NOUN
esrj-63860	480	14	(	(	PUNCT
esrj-63860	480	15	dgps	dgps	PROPN
esrj-63860	480	16	)	)	PUNCT
esrj-63860	480	17	data	datum	NOUN
esrj-63860	480	18	–	–	PUNCT
esrj-63860	480	19	a	a	DET
esrj-63860	480	20	case	case	NOUN
esrj-63860	480	21	study	study	NOUN
esrj-63860	480	22	.	.	PUNCT
esrj-63860	481	1	ghana	ghana	PROPN
esrj-63860	481	2	mining	mining	PROPN
esrj-63860	481	3	journal	journal	PROPN
esrj-63860	481	4	,	,	PUNCT
esrj-63860	481	5	15	15	NUM
esrj-63860	481	6	,	,	PUNCT
esrj-63860	481	7	1	1	NUM
esrj-63860	481	8	-	-	SYM
esrj-63860	481	9	9	9	NUM
esrj-63860	481	10	.	.	X
esrj-63860	481	11	yang	yang	PROPN
esrj-63860	481	12	,	,	PUNCT
esrj-63860	481	13	y.	y.	PROPN
esrj-63860	481	14	x.	x.	PROPN
esrj-63860	481	15	(	(	PUNCT
esrj-63860	481	16	2009	2009	NUM
esrj-63860	481	17	)	)	PUNCT
esrj-63860	481	18	.	.	PUNCT
esrj-63860	482	1	chinese	chinese	ADJ
esrj-63860	482	2	geodetic	geodetic	ADJ
esrj-63860	482	3	coordinate	coordinate	NOUN
esrj-63860	482	4	system	system	NOUN
esrj-63860	482	5	2000	2000	NUM
esrj-63860	482	6	.	.	PUNCT
esrj-63860	483	1	chinese	chinese	ADJ
esrj-63860	483	2	science	science	PROPN
esrj-63860	483	3	bulletin	bulletin	NOUN
esrj-63860	483	4	,	,	PUNCT
esrj-63860	483	5	54	54	NUM
esrj-63860	483	6	,	,	PUNCT
esrj-63860	483	7	2714	2714	NUM
esrj-63860	483	8	-	-	SYM
esrj-63860	483	9	2721	2721	NUM
esrj-63860	483	10	.	.	PUNCT
esrj-63860	484	1	yilmaz	yilmaz	PROPN
esrj-63860	484	2	,	,	PUNCT
esrj-63860	484	3	i.	i.	PROPN
esrj-63860	484	4	,	,	PUNCT
esrj-63860	484	5	&	&	CCONJ
esrj-63860	484	6	gullu	gullu	PROPN
esrj-63860	484	7	,	,	PUNCT
esrj-63860	484	8	m.	m.	NOUN
esrj-63860	484	9	(	(	PUNCT
esrj-63860	484	10	2012	2012	NUM
esrj-63860	484	11	)	)	PUNCT
esrj-63860	484	12	.	.	PUNCT
esrj-63860	485	1	georeferencing	georeferencing	NOUN
esrj-63860	485	2	of	of	ADP
esrj-63860	485	3	historical	historical	ADJ
esrj-63860	485	4	maps	map	NOUN
esrj-63860	485	5	using	use	VERB
esrj-63860	485	6	back	back	ADP
esrj-63860	485	7	propagation	propagation	NOUN
esrj-63860	485	8	artificial	artificial	ADJ
esrj-63860	485	9	neural	neural	ADJ
esrj-63860	485	10	network	network	NOUN
esrj-63860	485	11	.	.	PUNCT
esrj-63860	486	1	experimental	experimental	ADJ
esrj-63860	486	2	techniques	technique	NOUN
esrj-63860	486	3	,	,	PUNCT
esrj-63860	486	4	36	36	NUM
esrj-63860	486	5	,	,	PUNCT
esrj-63860	486	6	15	15	NUM
esrj-63860	486	7	-	-	SYM
esrj-63860	486	8	19	19	NUM
esrj-63860	486	9	.	.	PUNCT
esrj-63860	486	10	zaletnyik	zaletnyik	PROPN
esrj-63860	486	11	,	,	PUNCT
esrj-63860	486	12	p.	p.	NOUN
esrj-63860	486	13	(	(	PUNCT
esrj-63860	486	14	2004	2004	NUM
esrj-63860	486	15	)	)	PUNCT
esrj-63860	486	16	.	.	PUNCT
esrj-63860	487	1	coordinate	coordinate	VERB
esrj-63860	487	2	transformation	transformation	NOUN
esrj-63860	487	3	with	with	ADP
esrj-63860	487	4	neural	neural	ADJ
esrj-63860	487	5	networks	network	NOUN
esrj-63860	487	6	and	and	CCONJ
esrj-63860	487	7	with	with	ADP
esrj-63860	487	8	polynomials	polynomial	NOUN
esrj-63860	487	9	in	in	ADP
esrj-63860	487	10	hungary	hungary	PROPN
esrj-63860	487	11	.	.	PUNCT
esrj-63860	488	1	international	international	ADJ
esrj-63860	488	2	symposium	symposium	NOUN
esrj-63860	488	3	on	on	ADP
esrj-63860	488	4	modern	modern	ADJ
esrj-63860	488	5	technologies	technology	NOUN
esrj-63860	488	6	,	,	PUNCT
esrj-63860	488	7	education	education	NOUN
esrj-63860	488	8	and	and	CCONJ
esrj-63860	488	9	professional	professional	ADJ
esrj-63860	488	10	practice	practice	NOUN
esrj-63860	488	11	in	in	ADP
esrj-63860	488	12	geodesy	geodesy	PROPN
esrj-63860	488	13	and	and	CCONJ
esrj-63860	488	14	related	related	ADJ
esrj-63860	488	15	fields	field	NOUN
esrj-63860	488	16	,	,	PUNCT
esrj-63860	488	17	sofia	sofia	PROPN
esrj-63860	488	18	,	,	PUNCT
esrj-63860	488	19	bulgaria	bulgaria	PROPN
esrj-63860	488	20	,	,	PUNCT
esrj-63860	488	21	471	471	NUM
esrj-63860	488	22	-	-	SYM
esrj-63860	488	23	479	479	NUM
esrj-63860	488	24	.	.	PUNCT
esrj-63860	489	1	ziggah	ziggah	NOUN
esrj-63860	489	2	,	,	PUNCT
esrj-63860	489	3	y.	y.	PROPN
esrj-63860	489	4	y.	y.	PROPN
esrj-63860	489	5	,	,	PUNCT
esrj-63860	489	6	youjian	youjian	PROPN
esrj-63860	489	7	,	,	PUNCT
esrj-63860	489	8	h.	h.	PROPN
esrj-63860	489	9	,	,	PUNCT
esrj-63860	489	10	tierra	tierra	PROPN
esrj-63860	489	11	,	,	PUNCT
esrj-63860	489	12	a.	a.	NOUN
esrj-63860	489	13	,	,	PUNCT
esrj-63860	489	14	konaté	konaté	NOUN
esrj-63860	489	15	,	,	PUNCT
esrj-63860	489	16	a.	a.	NOUN
esrj-63860	489	17	a.	a.	PROPN
esrj-63860	489	18	&	&	CCONJ
esrj-63860	489	19	hui	hui	PROPN
esrj-63860	489	20	,	,	PUNCT
esrj-63860	489	21	z.	z.	PROPN
esrj-63860	489	22	(	(	PUNCT
esrj-63860	489	23	2016	2016	NUM
esrj-63860	489	24	)	)	PUNCT
esrj-63860	489	25	.	.	PUNCT
esrj-63860	490	1	performance	performance	NOUN
esrj-63860	490	2	evaluation	evaluation	NOUN
esrj-63860	490	3	of	of	ADP
esrj-63860	490	4	artificial	artificial	ADJ
esrj-63860	490	5	neural	neural	ADJ
esrj-63860	490	6	networks	network	NOUN
esrj-63860	490	7	for	for	ADP
esrj-63860	490	8	planimetric	planimetric	ADJ
esrj-63860	490	9	coordinate	coordinate	NOUN
esrj-63860	490	10	transformation	transformation	NOUN
esrj-63860	490	11	—	—	PUNCT
esrj-63860	490	12	a	a	DET
esrj-63860	490	13	case	case	NOUN
esrj-63860	490	14	study	study	NOUN
esrj-63860	490	15	,	,	PUNCT
esrj-63860	490	16	ghana	ghana	PROPN
esrj-63860	490	17	.	.	PUNCT
esrj-63860	491	1	arabian	arabian	ADJ
esrj-63860	491	2	journal	journal	PROPN
esrj-63860	491	3	of	of	ADP
esrj-63860	491	4	geosciences	geoscience	NOUN
esrj-63860	491	5	,	,	PUNCT
esrj-63860	491	6	9	9	NUM
esrj-63860	491	7	,	,	PUNCT
esrj-63860	491	8	17,698	17,698	NUM
esrj-63860	491	9	,	,	PUNCT
esrj-63860	491	10	1	1	NUM
esrj-63860	491	11	-	-	SYM
esrj-63860	491	12	16	16	NUM
esrj-63860	491	13	.	.	PUNCT
esrj-63860	492	1	ziggah	ziggah	NOUN
esrj-63860	492	2	,	,	PUNCT
esrj-63860	492	3	y.	y.	PROPN
esrj-63860	492	4	y.	y.	PROPN
esrj-63860	492	5	,	,	PUNCT
esrj-63860	492	6	youjian	youjian	PROPN
esrj-63860	492	7	,	,	PUNCT
esrj-63860	492	8	h.	h.	PROPN
esrj-63860	492	9	,	,	PUNCT
esrj-63860	492	10	odutola	odutola	PROPN
esrj-63860	492	11	,	,	PUNCT
esrj-63860	492	12	c.	c.	PROPN
esrj-63860	492	13	a.	a.	PROPN
esrj-63860	492	14	,	,	PUNCT
esrj-63860	492	15	&	&	CCONJ
esrj-63860	492	16	fan	fan	PROPN
esrj-63860	492	17	,	,	PUNCT
esrj-63860	492	18	d.	d.	PROPN
esrj-63860	492	19	l.	l.	PROPN
esrj-63860	492	20	(	(	PUNCT
esrj-63860	492	21	2013a	2013a	NUM
esrj-63860	492	22	)	)	PUNCT
esrj-63860	492	23	.	.	PUNCT
esrj-63860	493	1	determination	determination	NOUN
esrj-63860	493	2	of	of	ADP
esrj-63860	493	3	gps	gps	PROPN
esrj-63860	493	4	coordinate	coordinate	NOUN
esrj-63860	493	5	transformation	transformation	NOUN
esrj-63860	493	6	parameters	parameter	NOUN
esrj-63860	493	7	of	of	ADP
esrj-63860	493	8	geodetic	geodetic	ADJ
esrj-63860	493	9	data	datum	NOUN
esrj-63860	493	10	between	between	ADP
esrj-63860	493	11	reference	reference	NOUN
esrj-63860	493	12	datums	datum	VERB
esrj-63860	493	13	a	a	DET
esrj-63860	493	14	case	case	NOUN
esrj-63860	493	15	study	study	NOUN
esrj-63860	493	16	of	of	ADP
esrj-63860	493	17	ghana	ghana	PROPN
esrj-63860	493	18	geodetic	geodetic	ADJ
esrj-63860	493	19	reference	reference	NOUN
esrj-63860	493	20	network	network	NOUN
esrj-63860	493	21	.	.	PUNCT
esrj-63860	494	1	international	international	ADJ
esrj-63860	494	2	journal	journal	PROPN
esrj-63860	494	3	of	of	ADP
esrj-63860	494	4	engineering	engineering	PROPN
esrj-63860	494	5	sciences	sciences	PROPN
esrj-63860	494	6	&	&	CCONJ
esrj-63860	494	7	research	research	PROPN
esrj-63860	494	8	technology	technology	NOUN
esrj-63860	494	9	,	,	PUNCT
esrj-63860	494	10	2	2	NUM
esrj-63860	494	11	,	,	PUNCT
esrj-63860	494	12	956	956	NUM
esrj-63860	494	13	-	-	SYM
esrj-63860	494	14	971	971	NUM
esrj-63860	494	15	.	.	PUNCT
esrj-63860	495	1	ziggah	ziggah	NOUN
esrj-63860	495	2	,	,	PUNCT
esrj-63860	495	3	y.	y.	PROPN
esrj-63860	495	4	y.	y.	PROPN
esrj-63860	495	5	,	,	PUNCT
esrj-63860	495	6	youjian	youjian	PROPN
esrj-63860	495	7	,	,	PUNCT
esrj-63860	495	8	h.	h.	PROPN
esrj-63860	495	9	,	,	PUNCT
esrj-63860	495	10	odutola	odutola	PROPN
esrj-63860	495	11	,	,	PUNCT
esrj-63860	495	12	c.	c.	PROPN
esrj-63860	495	13	a.	a.	PROPN
esrj-63860	495	14	,	,	PUNCT
esrj-63860	495	15	&	&	CCONJ
esrj-63860	495	16	nguyen	nguyen	PROPN
esrj-63860	495	17	,	,	PUNCT
esrj-63860	495	18	t.	t.	PROPN
esrj-63860	495	19	t.	t.	PROPN
esrj-63860	495	20	(	(	PUNCT
esrj-63860	495	21	2013b	2013b	NUM
esrj-63860	495	22	)	)	PUNCT
esrj-63860	495	23	.	.	PUNCT
esrj-63860	496	1	accuracy	accuracy	NOUN
esrj-63860	496	2	assessment	assessment	NOUN
esrj-63860	496	3	of	of	ADP
esrj-63860	496	4	centroid	centroid	NOUN
esrj-63860	496	5	computation	computation	NOUN
esrj-63860	496	6	methods	method	NOUN
esrj-63860	496	7	in	in	ADP
esrj-63860	496	8	precise	precise	ADJ
esrj-63860	496	9	gps	gps	PROPN
esrj-63860	496	10	coordinates	coordinate	NOUN
esrj-63860	496	11	transformation	transformation	NOUN
esrj-63860	496	12	parameters	parameter	NOUN
esrj-63860	496	13	determinationa	determinationa	VERB
esrj-63860	496	14	case	case	NOUN
esrj-63860	496	15	study	study	NOUN
esrj-63860	496	16	,	,	PUNCT
esrj-63860	496	17	ghana	ghana	PROPN
esrj-63860	496	18	.	.	PUNCT
esrj-63860	497	1	european	european	ADJ
esrj-63860	497	2	scientific	scientific	ADJ
esrj-63860	497	3	journal	journal	NOUN
esrj-63860	497	4	,	,	PUNCT
esrj-63860	497	5	9	9	NUM
esrj-63860	497	6	,	,	PUNCT
esrj-63860	497	7	1857	1857	NUM
esrj-63860	497	8	-	-	SYM
esrj-63860	497	9	7431	7431	NUM
esrj-63860	497	10	.	.	PUNCT
esrj-63860	498	1	ziggah	ziggah	NOUN
esrj-63860	498	2	,	,	PUNCT
esrj-63860	498	3	y.	y.	PROPN
esrj-63860	498	4	y.	y.	PROPN
esrj-63860	498	5	,	,	PUNCT
esrj-63860	498	6	youjian	youjian	PROPN
esrj-63860	498	7	,	,	PUNCT
esrj-63860	498	8	h.	h.	PROPN
esrj-63860	498	9	,	,	PUNCT
esrj-63860	498	10	laari	laari	PROPN
esrj-63860	498	11	,	,	PUNCT
esrj-63860	498	12	p.	p.	PROPN
esrj-63860	498	13	b.	b.	PROPN
esrj-63860	498	14	,	,	PUNCT
esrj-63860	498	15	&	&	CCONJ
esrj-63860	498	16	hui	hui	PROPN
esrj-63860	498	17	,	,	PUNCT
esrj-63860	498	18	z.	z.	PROPN
esrj-63860	498	19	(	(	PUNCT
esrj-63860	498	20	2017a	2017a	NUM
esrj-63860	498	21	)	)	PUNCT
esrj-63860	498	22	.	.	PUNCT
esrj-63860	499	1	novel	novel	ADJ
esrj-63860	499	2	approach	approach	NOUN
esrj-63860	499	3	to	to	PART
esrj-63860	499	4	improve	improve	VERB
esrj-63860	499	5	geocentric	geocentric	ADJ
esrj-63860	499	6	translation	translation	NOUN
esrj-63860	499	7	model	model	NOUN
esrj-63860	499	8	performance	performance	NOUN
esrj-63860	499	9	using	use	VERB
esrj-63860	499	10	artificial	artificial	ADJ
esrj-63860	499	11	neural	neural	ADJ
esrj-63860	499	12	network	network	NOUN
esrj-63860	499	13	technology	technology	NOUN
esrj-63860	499	14	.	.	PUNCT
esrj-63860	500	1	boletim	boletim	PROPN
esrj-63860	500	2	de	de	PROPN
esrj-63860	500	3	ciências	ciências	PROPN
esrj-63860	500	4	geodésicas	geodésicas	NOUN
esrj-63860	500	5	,	,	PUNCT
esrj-63860	500	6	23	23	NUM
esrj-63860	500	7	,	,	PUNCT
esrj-63860	500	8	1	1	NUM
esrj-63860	500	9	,	,	PUNCT
esrj-63860	500	10	213	213	NUM
esrj-63860	500	11	-	-	SYM
esrj-63860	500	12	233	233	NUM
esrj-63860	500	13	.	.	PUNCT
esrj-63860	501	1	ziggah	ziggah	NOUN
esrj-63860	501	2	,	,	PUNCT
esrj-63860	501	3	y.	y.	PROPN
esrj-63860	501	4	y.	y.	PROPN
esrj-63860	501	5	,	,	PUNCT
esrj-63860	501	6	ayer	ayer	PROPN
esrj-63860	501	7	,	,	PUNCT
esrj-63860	501	8	j.	j.	PROPN
esrj-63860	501	9	,	,	PUNCT
esrj-63860	501	10	laari	laari	PROPN
esrj-63860	501	11	,	,	PUNCT
esrj-63860	501	12	p.	p.	PROPN
esrj-63860	501	13	b.	b.	PROPN
esrj-63860	501	14	,	,	PUNCT
esrj-63860	501	15	&	&	CCONJ
esrj-63860	501	16	frimpong	frimpong	PROPN
esrj-63860	501	17	,	,	PUNCT
esrj-63860	501	18	e.	e.	PROPN
esrj-63860	501	19	(	(	PUNCT
esrj-63860	501	20	2017b	2017b	NUM
esrj-63860	501	21	)	)	PUNCT
esrj-63860	501	22	.	.	PUNCT
esrj-63860	502	1	coordinate	coordinate	NOUN
esrj-63860	502	2	transformation	transformation	NOUN
esrj-63860	502	3	using	use	VERB
esrj-63860	502	4	featherstone	featherstone	PROPN
esrj-63860	502	5	and	and	CCONJ
esrj-63860	502	6	vaníček	vaníček	PROPN
esrj-63860	502	7	proposed	propose	VERB
esrj-63860	502	8	approach	approach	NOUN
esrj-63860	502	9	a	a	DET
esrj-63860	502	10	case	case	NOUN
esrj-63860	502	11	study	study	NOUN
esrj-63860	502	12	of	of	ADP
esrj-63860	502	13	ghana	ghana	PROPN
esrj-63860	502	14	geodetic	geodetic	ADJ
esrj-63860	502	15	reference	reference	NOUN
esrj-63860	502	16	network	network	NOUN
esrj-63860	502	17	.	.	PUNCT
esrj-63860	503	1	geoplanning	geoplanning	NOUN
esrj-63860	503	2	:	:	PUNCT
esrj-63860	503	3	journal	journal	PROPN
esrj-63860	503	4	of	of	ADP
esrj-63860	503	5	geomatics	geomatics	PROPN
esrj-63860	503	6	and	and	CCONJ
esrj-63860	503	7	planning	planning	NOUN
esrj-63860	503	8	,	,	PUNCT
esrj-63860	503	9	4	4	NUM
esrj-63860	503	10	,	,	PUNCT
esrj-63860	503	11	1	1	NUM
esrj-63860	503	12	,	,	PUNCT
esrj-63860	503	13	19	19	NUM
esrj-63860	503	14	-	-	SYM
esrj-63860	503	15	26	26	NUM
esrj-63860	503	16	.	.	PUNCT