id	sid	tid	token	lemma	pos
esrj-106442	1	1	issn	issn	PROPN
esrj-106442	1	2	1794	1794	NUM
esrj-106442	1	3	-	-	SYM
esrj-106442	1	4	6190	6190	NUM
esrj-106442	1	5	e	e	NOUN
esrj-106442	1	6	-	-	NOUN
esrj-106442	1	7	issn	issn	PROPN
esrj-106442	1	8	2339	2339	NUM
esrj-106442	1	9	-	-	SYM
esrj-106442	1	10	3459	3459	NUM
esrj-106442	1	11	https://doi.org/10.15446/esrj.v27n2.106442	https://doi.org/10.15446/esrj.v27n2.106442	X
esrj-106442	1	12	earth	earth	PROPN
esrj-106442	1	13	sciences	sciences	PROPN
esrj-106442	1	14	research	research	PROPN
esrj-106442	1	15	journal	journal	PROPN
esrj-106442	1	16	earth	earth	PROPN
esrj-106442	1	17	sci	sci	PROPN
esrj-106442	1	18	.	.	PUNCT
esrj-106442	2	1	res	res	PROPN
esrj-106442	2	2	.	.	PUNCT
esrj-106442	3	1	j.	j.	PROPN
esrj-106442	3	2	vol	vol	PROPN
esrj-106442	3	3	.	.	PROPN
esrj-106442	4	1	27	27	NUM
esrj-106442	4	2	,	,	PUNCT
esrj-106442	4	3	no	no	INTJ
esrj-106442	4	4	.	.	NOUN
esrj-106442	4	5	2	2	NUM
esrj-106442	4	6	(	(	PUNCT
esrj-106442	4	7	june	june	PROPN
esrj-106442	4	8	,	,	PUNCT
esrj-106442	4	9	2023	2023	NUM
esrj-106442	4	10	):	):	PUNCT
esrj-106442	4	11	203	203	NUM
esrj-106442	4	12	210	210	NUM
esrj-106442	4	13	m	m	NOUN
esrj-106442	4	14	et	et	NOUN
esrj-106442	4	15	eo	eo	NOUN
esrj-106442	4	16	r	r	NOUN
esrj-106442	4	17	o	o	NOUN
esrj-106442	5	1	lo	lo	NOUN
esrj-106442	5	2	g	g	PROPN
esrj-106442	5	3	y	y	PROPN
esrj-106442	5	4	manuscript	manuscript	NOUN
esrj-106442	5	5	received	receive	VERB
esrj-106442	5	6	:	:	PUNCT
esrj-106442	5	7	20/12/2022	20/12/2022	NUM
esrj-106442	5	8	accepted	accept	VERB
esrj-106442	5	9	for	for	ADP
esrj-106442	5	10	publication	publication	NOUN
esrj-106442	5	11	:	:	PUNCT
esrj-106442	5	12	18/07/2023	18/07/2023	NUM
esrj-106442	5	13	estimation	estimation	NOUN
esrj-106442	5	14	of	of	ADP
esrj-106442	5	15	evaporation	evaporation	NOUN
esrj-106442	5	16	from	from	ADP
esrj-106442	5	17	the	the	DET
esrj-106442	5	18	water	water	NOUN
esrj-106442	5	19	surface	surface	NOUN
esrj-106442	5	20	using	use	VERB
esrj-106442	5	21	the	the	DET
esrj-106442	5	22	norm	norm	NOUN
esrj-106442	5	23	operator	operator	NOUN
esrj-106442	5	24	hale	hale	PROPN
esrj-106442	5	25	eriskin*1	eriskin*1	NUM
esrj-106442	5	26	,	,	PUNCT
esrj-106442	5	27	ozlem	ozlem	NOUN
esrj-106442	5	28	terzi2	terzi2	NOUN
esrj-106442	6	1	1civil	1civil	NUM
esrj-106442	6	2	engineering	engineering	NOUN
esrj-106442	6	3	department	department	NOUN
esrj-106442	6	4	,	,	PUNCT
esrj-106442	6	5	graduate	graduate	NOUN
esrj-106442	6	6	school	school	NOUN
esrj-106442	6	7	,	,	PUNCT
esrj-106442	6	8	isparta	isparta	VERB
esrj-106442	6	9	university	university	PROPN
esrj-106442	6	10	of	of	ADP
esrj-106442	6	11	applied	apply	VERB
esrj-106442	6	12	sciences	science	NOUN
esrj-106442	6	13	,	,	PUNCT
esrj-106442	6	14	turkey	turkey	PROPN
esrj-106442	6	15	.	.	PUNCT
esrj-106442	7	1	https://orcid.org/0000-0003-2466-1930	https://orcid.org/0000-0003-2466-1930	PROPN
esrj-106442	7	2	2civil	2civil	NUM
esrj-106442	7	3	engineering	engineering	NOUN
esrj-106442	7	4	department	department	NOUN
esrj-106442	7	5	,	,	PUNCT
esrj-106442	7	6	technology	technology	NOUN
esrj-106442	7	7	faculty	faculty	NOUN
esrj-106442	7	8	,	,	PUNCT
esrj-106442	7	9	isparta	isparta	VERB
esrj-106442	7	10	university	university	PROPN
esrj-106442	7	11	of	of	ADP
esrj-106442	7	12	applied	apply	VERB
esrj-106442	7	13	sciences	science	NOUN
esrj-106442	7	14	,	,	PUNCT
esrj-106442	7	15	turkey	turkey	NOUN
esrj-106442	7	16	,	,	PUNCT
esrj-106442	7	17	ozlemterzi@isparta.edu.tr	ozlemterzi@isparta.edu.tr	NOUN
esrj-106442	7	18	,	,	PUNCT
esrj-106442	7	19	https://orcid.org/0000-0001-6429-5176	https://orcid.org/0000-0001-6429-5176	NOUN
esrj-106442	7	20	*	*	PUNCT
esrj-106442	7	21	corresponding	correspond	VERB
esrj-106442	7	22	author	author	NOUN
esrj-106442	7	23	:	:	PUNCT
esrj-106442	7	24	haleeriskin@gmail.com	haleeriskin@gmail.com	X
esrj-106442	7	25	,	,	PUNCT
esrj-106442	7	26	abstract	abstract	ADJ
esrj-106442	7	27	keywords	keyword	NOUN
esrj-106442	7	28	:	:	PUNCT
esrj-106442	7	29	pan	pan	NOUN
esrj-106442	7	30	evaporation	evaporation	NOUN
esrj-106442	7	31	;	;	PUNCT
esrj-106442	7	32	norm	norm	NOUN
esrj-106442	7	33	operator	operator	NOUN
esrj-106442	7	34	;	;	PUNCT
esrj-106442	7	35	ann	ann	PROPN
esrj-106442	7	36	;	;	PUNCT
esrj-106442	7	37	lake	lake	PROPN
esrj-106442	7	38	eğirdir	eğirdir	PROPN
esrj-106442	7	39	,	,	PUNCT
esrj-106442	7	40	turkey	turkey	PROPN
esrj-106442	7	41	.	.	PUNCT
esrj-106442	8	1	due	due	ADP
esrj-106442	8	2	to	to	ADP
esrj-106442	8	3	the	the	DET
esrj-106442	8	4	lack	lack	NOUN
esrj-106442	8	5	of	of	ADP
esrj-106442	8	6	precipitation	precipitation	NOUN
esrj-106442	8	7	in	in	ADP
esrj-106442	8	8	recent	recent	ADJ
esrj-106442	8	9	years	year	NOUN
esrj-106442	8	10	,	,	PUNCT
esrj-106442	8	11	some	some	DET
esrj-106442	8	12	regions	region	NOUN
esrj-106442	8	13	of	of	ADP
esrj-106442	8	14	turkey	turkey	NOUN
esrj-106442	8	15	are	be	AUX
esrj-106442	8	16	in	in	ADP
esrj-106442	8	17	danger	danger	NOUN
esrj-106442	8	18	of	of	ADP
esrj-106442	8	19	drought	drought	NOUN
esrj-106442	8	20	.	.	PUNCT
esrj-106442	9	1	this	this	DET
esrj-106442	9	2	situation	situation	NOUN
esrj-106442	9	3	increases	increase	VERB
esrj-106442	9	4	the	the	DET
esrj-106442	9	5	importance	importance	NOUN
esrj-106442	9	6	of	of	ADP
esrj-106442	9	7	planning	plan	VERB
esrj-106442	9	8	water	water	NOUN
esrj-106442	9	9	resources	resource	NOUN
esrj-106442	9	10	and	and	CCONJ
esrj-106442	9	11	makes	make	VERB
esrj-106442	9	12	it	it	PRON
esrj-106442	9	13	necessary	necessary	ADJ
esrj-106442	9	14	to	to	PART
esrj-106442	9	15	develop	develop	VERB
esrj-106442	9	16	water	water	NOUN
esrj-106442	9	17	budget	budget	NOUN
esrj-106442	9	18	calculations	calculation	NOUN
esrj-106442	9	19	.	.	PUNCT
esrj-106442	10	1	one	one	NUM
esrj-106442	10	2	of	of	ADP
esrj-106442	10	3	the	the	DET
esrj-106442	10	4	important	important	ADJ
esrj-106442	10	5	steps	step	NOUN
esrj-106442	10	6	in	in	ADP
esrj-106442	10	7	water	water	NOUN
esrj-106442	10	8	budget	budget	NOUN
esrj-106442	10	9	calculations	calculation	NOUN
esrj-106442	10	10	is	be	AUX
esrj-106442	10	11	the	the	DET
esrj-106442	10	12	correct	correct	ADJ
esrj-106442	10	13	estimation	estimation	NOUN
esrj-106442	10	14	of	of	ADP
esrj-106442	10	15	the	the	DET
esrj-106442	10	16	amount	amount	NOUN
esrj-106442	10	17	of	of	ADP
esrj-106442	10	18	evaporation	evaporation	NOUN
esrj-106442	10	19	.	.	PUNCT
esrj-106442	11	1	for	for	ADP
esrj-106442	11	2	this	this	DET
esrj-106442	11	3	reason	reason	NOUN
esrj-106442	11	4	,	,	PUNCT
esrj-106442	11	5	a	a	DET
esrj-106442	11	6	different	different	ADJ
esrj-106442	11	7	method	method	NOUN
esrj-106442	11	8	has	have	AUX
esrj-106442	11	9	been	be	AUX
esrj-106442	11	10	developed	develop	VERB
esrj-106442	11	11	for	for	ADP
esrj-106442	11	12	evaporation	evaporation	NOUN
esrj-106442	11	13	estimation	estimation	NOUN
esrj-106442	11	14	and	and	CCONJ
esrj-106442	11	15	the	the	DET
esrj-106442	11	16	applicability	applicability	NOUN
esrj-106442	11	17	of	of	ADP
esrj-106442	11	18	this	this	DET
esrj-106442	11	19	developed	develop	VERB
esrj-106442	11	20	method	method	NOUN
esrj-106442	11	21	has	have	AUX
esrj-106442	11	22	been	be	AUX
esrj-106442	11	23	tested	test	VERB
esrj-106442	11	24	with	with	ADP
esrj-106442	11	25	the	the	DET
esrj-106442	11	26	meteorological	meteorological	ADJ
esrj-106442	11	27	parameters	parameter	NOUN
esrj-106442	11	28	of	of	ADP
esrj-106442	11	29	lake	lake	PROPN
esrj-106442	11	30	eğirdir	eğirdir	PROPN
esrj-106442	11	31	,	,	PUNCT
esrj-106442	11	32	one	one	NUM
esrj-106442	11	33	of	of	ADP
esrj-106442	11	34	most	most	ADV
esrj-106442	11	35	important	important	ADJ
esrj-106442	11	36	freshwater	freshwater	NOUN
esrj-106442	11	37	resources	resource	NOUN
esrj-106442	11	38	of	of	ADP
esrj-106442	11	39	turkey	turkey	NOUN
esrj-106442	11	40	.	.	PUNCT
esrj-106442	12	1	eğirdir	eğirdir	PROPN
esrj-106442	12	2	lake	lake	PROPN
esrj-106442	12	3	is	be	AUX
esrj-106442	12	4	located	locate	VERB
esrj-106442	12	5	within	within	ADP
esrj-106442	12	6	the	the	DET
esrj-106442	12	7	borders	border	NOUN
esrj-106442	12	8	of	of	ADP
esrj-106442	12	9	isparta	isparta	PROPN
esrj-106442	12	10	province	province	NOUN
esrj-106442	12	11	in	in	ADP
esrj-106442	12	12	the	the	DET
esrj-106442	12	13	mediterranean	mediterranean	PROPN
esrj-106442	12	14	region	region	PROPN
esrj-106442	12	15	,	,	PUNCT
esrj-106442	12	16	turkey	turkey	PROPN
esrj-106442	12	17	.	.	PUNCT
esrj-106442	13	1	firstly	firstly	ADV
esrj-106442	13	2	,	,	PUNCT
esrj-106442	13	3	evaporation	evaporation	NOUN
esrj-106442	13	4	estimation	estimation	NOUN
esrj-106442	13	5	models	model	NOUN
esrj-106442	13	6	were	be	AUX
esrj-106442	13	7	developed	develop	VERB
esrj-106442	13	8	by	by	ADP
esrj-106442	13	9	artificial	artificial	ADJ
esrj-106442	13	10	neural	neural	ADJ
esrj-106442	13	11	networks	network	NOUN
esrj-106442	13	12	(	(	PUNCT
esrj-106442	13	13	ann	ann	PROPN
esrj-106442	13	14	)	)	PUNCT
esrj-106442	13	15	method	method	NOUN
esrj-106442	13	16	using	use	VERB
esrj-106442	13	17	490	490	NUM
esrj-106442	13	18	days	day	NOUN
esrj-106442	13	19	of	of	ADP
esrj-106442	13	20	air	air	NOUN
esrj-106442	13	21	temperature	temperature	NOUN
esrj-106442	13	22	,	,	PUNCT
esrj-106442	13	23	water	water	NOUN
esrj-106442	13	24	temperature	temperature	NOUN
esrj-106442	13	25	,	,	PUNCT
esrj-106442	13	26	sunshine	sunshine	NOUN
esrj-106442	13	27	duration	duration	NOUN
esrj-106442	13	28	,	,	PUNCT
esrj-106442	13	29	and	and	CCONJ
esrj-106442	13	30	solar	solar	ADJ
esrj-106442	13	31	radiation	radiation	NOUN
esrj-106442	13	32	parameters	parameter	NOUN
esrj-106442	13	33	of	of	ADP
esrj-106442	13	34	lake	lake	PROPN
esrj-106442	13	35	eğirdir	eğirdir	NOUN
esrj-106442	13	36	.	.	PUNCT
esrj-106442	14	1	after	after	SCONJ
esrj-106442	14	2	the	the	DET
esrj-106442	14	3	meteorological	meteorological	ADJ
esrj-106442	14	4	parameters	parameter	NOUN
esrj-106442	14	5	were	be	AUX
esrj-106442	14	6	transformed	transform	VERB
esrj-106442	14	7	into	into	ADP
esrj-106442	14	8	a	a	DET
esrj-106442	14	9	dimensionless	dimensionless	NOUN
esrj-106442	14	10	form	form	NOUN
esrj-106442	14	11	through	through	ADP
esrj-106442	14	12	normalization	normalization	NOUN
esrj-106442	14	13	,	,	PUNCT
esrj-106442	14	14	the	the	DET
esrj-106442	14	15	norm	norm	NOUN
esrj-106442	14	16	function	function	NOUN
esrj-106442	14	17	was	be	AUX
esrj-106442	14	18	applied	apply	VERB
esrj-106442	14	19	to	to	ADP
esrj-106442	14	20	these	these	DET
esrj-106442	14	21	parameters	parameter	NOUN
esrj-106442	14	22	as	as	ADP
esrj-106442	14	23	a	a	DET
esrj-106442	14	24	part	part	NOUN
esrj-106442	14	25	of	of	ADP
esrj-106442	14	26	the	the	DET
esrj-106442	14	27	modeling	modeling	NOUN
esrj-106442	14	28	process	process	NOUN
esrj-106442	14	29	.	.	PUNCT
esrj-106442	15	1	the	the	DET
esrj-106442	15	2	values	value	NOUN
esrj-106442	15	3	obtained	obtain	VERB
esrj-106442	15	4	by	by	ADP
esrj-106442	15	5	the	the	DET
esrj-106442	15	6	function	function	NOUN
esrj-106442	15	7	are	be	AUX
esrj-106442	15	8	used	use	VERB
esrj-106442	15	9	as	as	ADP
esrj-106442	15	10	input	input	NOUN
esrj-106442	15	11	parameters	parameter	NOUN
esrj-106442	15	12	in	in	ADP
esrj-106442	15	13	the	the	DET
esrj-106442	15	14	n	n	CCONJ
esrj-106442	15	15	-	-	PUNCT
esrj-106442	15	16	ann	ann	PROPN
esrj-106442	15	17	method	method	NOUN
esrj-106442	15	18	.	.	PUNCT
esrj-106442	16	1	in	in	ADP
esrj-106442	16	2	both	both	DET
esrj-106442	16	3	cases	case	NOUN
esrj-106442	16	4	,	,	PUNCT
esrj-106442	16	5	the	the	DET
esrj-106442	16	6	pan	pan	NOUN
esrj-106442	16	7	evaporation	evaporation	NOUN
esrj-106442	16	8	values	value	NOUN
esrj-106442	16	9	obtained	obtain	VERB
esrj-106442	16	10	with	with	ADP
esrj-106442	16	11	different	different	ADJ
esrj-106442	16	12	network	network	NOUN
esrj-106442	16	13	structures	structure	NOUN
esrj-106442	16	14	were	be	AUX
esrj-106442	16	15	compared	compare	VERB
esrj-106442	16	16	and	and	CCONJ
esrj-106442	16	17	it	it	PRON
esrj-106442	16	18	was	be	AUX
esrj-106442	16	19	seen	see	VERB
esrj-106442	16	20	that	that	SCONJ
esrj-106442	16	21	the	the	DET
esrj-106442	16	22	n	n	CCONJ
esrj-106442	16	23	-	-	PUNCT
esrj-106442	16	24	ann	ann	PROPN
esrj-106442	16	25	models	model	NOUN
esrj-106442	16	26	developed	develop	VERB
esrj-106442	16	27	with	with	ADP
esrj-106442	16	28	the	the	DET
esrj-106442	16	29	norm	norm	NOUN
esrj-106442	16	30	operator	operator	NOUN
esrj-106442	16	31	in	in	ADP
esrj-106442	16	32	general	general	ADJ
esrj-106442	16	33	gave	give	VERB
esrj-106442	16	34	more	more	ADV
esrj-106442	16	35	appropriate	appropriate	ADJ
esrj-106442	16	36	results	result	NOUN
esrj-106442	16	37	.	.	PUNCT
esrj-106442	17	1	palabras	palabra	NOUN
esrj-106442	17	2	clave	clave	PROPN
esrj-106442	17	3	:	:	PUNCT
esrj-106442	17	4	tanque	tanque	PROPN
esrj-106442	17	5	evaporimétrico	evaporimétrico	PROPN
esrj-106442	17	6	;	;	PUNCT
esrj-106442	17	7	norma	norma	PROPN
esrj-106442	17	8	operacional	operacional	PROPN
esrj-106442	17	9	;	;	PUNCT
esrj-106442	17	10	redes	redes	PROPN
esrj-106442	17	11	neuronales	neuronale	NOUN
esrj-106442	17	12	artificiales	artificiale	NOUN
esrj-106442	17	13	;	;	PUNCT
esrj-106442	17	14	lago	lago	PROPN
esrj-106442	17	15	de	de	X
esrj-106442	17	16	egirdir	egirdir	PROPN
esrj-106442	17	17	,	,	PUNCT
esrj-106442	17	18	turquía	turquía	X
esrj-106442	17	19	estimación	estimación	PROPN
esrj-106442	17	20	de	de	X
esrj-106442	17	21	la	la	X
esrj-106442	17	22	evaporación	evaporación	PROPN
esrj-106442	17	23	en	en	X
esrj-106442	17	24	una	una	PROPN
esrj-106442	17	25	superficie	superficie	PROPN
esrj-106442	17	26	de	de	PROPN
esrj-106442	17	27	agua	agua	PROPN
esrj-106442	17	28	a	a	DET
esrj-106442	17	29	través	través	X
esrj-106442	17	30	de	de	X
esrj-106442	17	31	la	la	PROPN
esrj-106442	17	32	norma	norma	PROPN
esrj-106442	17	33	operacional	operacional	PROPN
esrj-106442	17	34	how	how	SCONJ
esrj-106442	17	35	to	to	PART
esrj-106442	17	36	cite	cite	VERB
esrj-106442	17	37	this	this	DET
esrj-106442	17	38	item	item	NOUN
esrj-106442	17	39	:	:	PUNCT
esrj-106442	17	40	eriskin	eriskin	X
esrj-106442	17	41	,	,	PUNCT
esrj-106442	17	42	h.	h.	PROPN
esrj-106442	17	43	,	,	PUNCT
esrj-106442	17	44	&	&	CCONJ
esrj-106442	17	45	terzi	terzi	NOUN
esrj-106442	17	46	,	,	PUNCT
esrj-106442	17	47	o.	o.	NOUN
esrj-106442	17	48	(	(	PUNCT
esrj-106442	17	49	2023	2023	NUM
esrj-106442	17	50	)	)	PUNCT
esrj-106442	17	51	.	.	PUNCT
esrj-106442	18	1	estimation	estimation	NOUN
esrj-106442	18	2	of	of	ADP
esrj-106442	18	3	evaporation	evaporation	NOUN
esrj-106442	18	4	from	from	ADP
esrj-106442	18	5	the	the	DET
esrj-106442	18	6	water	water	NOUN
esrj-106442	18	7	surface	surface	NOUN
esrj-106442	18	8	using	use	VERB
esrj-106442	18	9	the	the	DET
esrj-106442	18	10	norm	norm	NOUN
esrj-106442	18	11	operator	operator	NOUN
esrj-106442	18	12	.	.	PUNCT
esrj-106442	19	1	earth	earth	PROPN
esrj-106442	19	2	sciences	sciences	PROPN
esrj-106442	19	3	research	research	PROPN
esrj-106442	19	4	journal	journal	PROPN
esrj-106442	19	5	,	,	PUNCT
esrj-106442	19	6	27(2	27(2	PRON
esrj-106442	19	7	)	)	PUNCT
esrj-106442	19	8	,	,	PUNCT
esrj-106442	19	9	203	203	NUM
esrj-106442	19	10	-	-	SYM
esrj-106442	19	11	210	210	NUM
esrj-106442	19	12	.	.	PUNCT
esrj-106442	20	1	https://doi.org/10.15446/esrj	https://doi.org/10.15446/esrj	NOUN
esrj-106442	20	2	.	.	PUNCT
esrj-106442	21	1	v27n2.106442	v27n2.106442	ADJ
esrj-106442	21	2	resumen	resuman	NOUN
esrj-106442	21	3	debido	debido	VERB
esrj-106442	21	4	a	a	X
esrj-106442	21	5	la	la	X
esrj-106442	21	6	falta	falta	X
esrj-106442	21	7	de	de	X
esrj-106442	21	8	precipitación	precipitación	PROPN
esrj-106442	21	9	en	en	X
esrj-106442	21	10	años	años	PROPN
esrj-106442	21	11	recientes	recientes	PROPN
esrj-106442	21	12	en	en	ADP
esrj-106442	21	13	algunas	algunas	PROPN
esrj-106442	21	14	regiones	regiones	PROPN
esrj-106442	21	15	de	de	PROPN
esrj-106442	21	16	turquía	turquía	PROPN
esrj-106442	21	17	hay	hay	PROPN
esrj-106442	21	18	un	un	PROPN
esrj-106442	21	19	riesgo	riesgo	PROPN
esrj-106442	21	20	de	de	X
esrj-106442	21	21	sequía	sequía	PROPN
esrj-106442	21	22	.	.	PUNCT
esrj-106442	22	1	esta	esta	PROPN
esrj-106442	22	2	situación	situación	PROPN
esrj-106442	22	3	incrementa	incrementa	PROPN
esrj-106442	22	4	la	la	PROPN
esrj-106442	22	5	importancia	importancia	PROPN
esrj-106442	22	6	en	en	X
esrj-106442	22	7	la	la	PROPN
esrj-106442	22	8	planeación	planeación	PROPN
esrj-106442	22	9	relacionada	relacionada	PROPN
esrj-106442	22	10	con	con	PROPN
esrj-106442	22	11	los	los	PROPN
esrj-106442	22	12	recursos	recursos	PROPN
esrj-106442	22	13	acuíferos	acuífero	VERB
esrj-106442	22	14	y	y	PROPN
esrj-106442	22	15	hace	hace	PROPN
esrj-106442	22	16	necesario	necesario	PROPN
esrj-106442	22	17	desarrollar	desarrollar	PROPN
esrj-106442	22	18	cálculos	cálculos	PROPN
esrj-106442	22	19	en	en	PROPN
esrj-106442	22	20	el	el	PROPN
esrj-106442	22	21	presupuesto	presupuesto	PROPN
esrj-106442	22	22	del	del	PROPN
esrj-106442	22	23	agua	agua	PROPN
esrj-106442	22	24	.	.	PUNCT
esrj-106442	23	1	uno	uno	PROPN
esrj-106442	23	2	de	de	PROPN
esrj-106442	23	3	los	los	PROPN
esrj-106442	23	4	pasos	pasos	PROPN
esrj-106442	23	5	importantes	importantes	PROPN
esrj-106442	23	6	en	en	PROPN
esrj-106442	23	7	el	el	PROPN
esrj-106442	23	8	desarrollo	desarrollo	PROPN
esrj-106442	23	9	de	de	PROPN
esrj-106442	23	10	este	este	X
esrj-106442	23	11	presupuesto	presupuesto	PROPN
esrj-106442	23	12	tiene	tiene	PROPN
esrj-106442	23	13	que	que	PROPN
esrj-106442	23	14	ver	ver	PROPN
esrj-106442	23	15	con	con	X
esrj-106442	23	16	la	la	X
esrj-106442	23	17	estimación	estimación	PROPN
esrj-106442	23	18	correcta	correcta	PROPN
esrj-106442	23	19	de	de	X
esrj-106442	23	20	la	la	X
esrj-106442	23	21	cantidad	cantidad	PROPN
esrj-106442	23	22	de	de	X
esrj-106442	23	23	evaporación	evaporación	PROPN
esrj-106442	23	24	.	.	PUNCT
esrj-106442	24	1	por	por	PROPN
esrj-106442	24	2	esta	esta	PROPN
esrj-106442	24	3	razón	razón	PROPN
esrj-106442	24	4	se	se	PROPN
esrj-106442	25	1	ha	ha	PROPN
esrj-106442	25	2	desarrollado	desarrollado	PROPN
esrj-106442	25	3	un	un	PROPN
esrj-106442	25	4	método	método	PROPN
esrj-106442	25	5	diferente	diferente	PROPN
esrj-106442	25	6	para	para	PROPN
esrj-106442	25	7	la	la	PRON
esrj-106442	25	8	estimación	estimación	PROPN
esrj-106442	25	9	de	de	X
esrj-106442	25	10	la	la	PROPN
esrj-106442	25	11	evaporación	evaporación	PROPN
esrj-106442	25	12	y	y	PROPN
esrj-106442	25	13	la	la	PRON
esrj-106442	25	14	aplicación	aplicación	PROPN
esrj-106442	25	15	de	de	X
esrj-106442	25	16	este	este	X
esrj-106442	25	17	método	método	X
esrj-106442	25	18	ha	ha	INTJ
esrj-106442	25	19	sido	sido	PROPN
esrj-106442	25	20	evaluada	evaluada	PROPN
esrj-106442	25	21	con	con	PROPN
esrj-106442	25	22	los	los	PROPN
esrj-106442	25	23	parámetros	parámetros	PROPN
esrj-106442	25	24	meteorológicos	meteorológicos	PROPN
esrj-106442	25	25	del	del	PROPN
esrj-106442	25	26	lago	lago	PROPN
esrj-106442	25	27	de	de	PROPN
esrj-106442	25	28	egirdir	egirdir	PROPN
esrj-106442	25	29	,	,	PUNCT
esrj-106442	25	30	una	una	PROPN
esrj-106442	25	31	de	de	PROPN
esrj-106442	25	32	las	las	PROPN
esrj-106442	25	33	fuentes	fuentes	PROPN
esrj-106442	25	34	de	de	X
esrj-106442	25	35	agua	agua	PROPN
esrj-106442	25	36	dulce	dulce	PROPN
esrj-106442	25	37	más	más	PROPN
esrj-106442	25	38	importante	importante	PROPN
esrj-106442	25	39	de	de	PROPN
esrj-106442	25	40	turquía	turquía	PROPN
esrj-106442	25	41	.	.	PUNCT
esrj-106442	26	1	el	el	PROPN
esrj-106442	26	2	lago	lago	PROPN
esrj-106442	26	3	de	de	PROPN
esrj-106442	26	4	egirdir	egirdir	PROPN
esrj-106442	26	5	se	se	PROPN
esrj-106442	26	6	ubica	ubica	PROPN
esrj-106442	26	7	en	en	X
esrj-106442	26	8	la	la	X
esrj-106442	26	9	provincia	provincia	X
esrj-106442	26	10	de	de	X
esrj-106442	26	11	isparta	isparta	PROPN
esrj-106442	26	12	,	,	PUNCT
esrj-106442	26	13	en	en	X
esrj-106442	26	14	la	la	PROPN
esrj-106442	26	15	región	región	PROPN
esrj-106442	26	16	del	del	PROPN
esrj-106442	26	17	mediterráneo	mediterráneo	PROPN
esrj-106442	26	18	de	de	ADP
esrj-106442	26	19	turquía	turquía	PROPN
esrj-106442	26	20	.	.	PUNCT
esrj-106442	27	1	inicialmente	inicialmente	PROPN
esrj-106442	27	2	los	los	PROPN
esrj-106442	27	3	modelos	modelos	PROPN
esrj-106442	27	4	de	de	X
esrj-106442	27	5	estimación	estimación	X
esrj-106442	27	6	de	de	ADP
esrj-106442	27	7	evaporación	evaporación	PROPN
esrj-106442	27	8	se	se	X
esrj-106442	27	9	desarrollaron	desarrollaron	VERB
esrj-106442	27	10	a	a	DET
esrj-106442	27	11	través	través	X
esrj-106442	27	12	del	del	X
esrj-106442	27	13	método	método	PROPN
esrj-106442	27	14	de	de	PROPN
esrj-106442	27	15	redes	redes	PROPN
esrj-106442	27	16	neuronales	neuronales	PROPN
esrj-106442	27	17	artificiales	artificiales	PROPN
esrj-106442	27	18	(	(	PUNCT
esrj-106442	27	19	ann	ann	PROPN
esrj-106442	27	20	,	,	PUNCT
esrj-106442	27	21	del	del	PROPN
esrj-106442	27	22	inglés	inglés	PROPN
esrj-106442	27	23	artificial	artificial	ADJ
esrj-106442	27	24	neural	neural	ADJ
esrj-106442	27	25	networks	network	NOUN
esrj-106442	27	26	)	)	PUNCT
esrj-106442	27	27	a	a	DET
esrj-106442	27	28	partir	partir	X
esrj-106442	27	29	de	de	X
esrj-106442	27	30	los	los	PROPN
esrj-106442	27	31	parámetros	parámetros	PROPN
esrj-106442	27	32	de	de	PROPN
esrj-106442	27	33	temperatura	temperatura	PROPN
esrj-106442	27	34	del	del	PROPN
esrj-106442	27	35	aire	aire	PROPN
esrj-106442	27	36	,	,	PUNCT
esrj-106442	27	37	temperatura	temperatura	PROPN
esrj-106442	27	38	del	del	PROPN
esrj-106442	27	39	agua	agua	PROPN
esrj-106442	27	40	,	,	PUNCT
esrj-106442	27	41	duración	duración	PROPN
esrj-106442	27	42	del	del	PROPN
esrj-106442	27	43	día	día	PROPN
esrj-106442	27	44	y	y	PROPN
esrj-106442	27	45	radiación	radiación	VERB
esrj-106442	27	46	solar	solar	ADJ
esrj-106442	27	47	medidos	medido	NOUN
esrj-106442	27	48	en	en	ADP
esrj-106442	27	49	490	490	NUM
esrj-106442	27	50	días	días	NOUN
esrj-106442	27	51	en	en	ADP
esrj-106442	27	52	el	el	PROPN
esrj-106442	27	53	lago	lago	PROPN
esrj-106442	27	54	de	de	PROPN
esrj-106442	27	55	egirdir	egirdir	PROPN
esrj-106442	27	56	.	.	PUNCT
esrj-106442	28	1	después	después	PROPN
esrj-106442	28	2	de	de	PROPN
esrj-106442	28	3	que	que	X
esrj-106442	28	4	estos	estos	PROPN
esrj-106442	28	5	parámetros	parámetros	PROPN
esrj-106442	28	6	se	se	PROPN
esrj-106442	28	7	normalizaron	normalizaron	PROPN
esrj-106442	28	8	se	se	PROPN
esrj-106442	28	9	aplicó	aplicó	PROPN
esrj-106442	28	10	la	la	PROPN
esrj-106442	28	11	norma	norma	PROPN
esrj-106442	28	12	operacional	operacional	PROPN
esrj-106442	28	13	como	como	PROPN
esrj-106442	28	14	parte	parte	PROPN
esrj-106442	28	15	del	del	PROPN
esrj-106442	28	16	proceso	proceso	PROPN
esrj-106442	28	17	de	de	X
esrj-106442	28	18	modelado	modelado	X
esrj-106442	28	19	.	.	PUNCT
esrj-106442	29	1	los	los	PROPN
esrj-106442	29	2	valores	valores	PROPN
esrj-106442	29	3	obtenidos	obtenido	NOUN
esrj-106442	29	4	por	por	VERB
esrj-106442	29	5	la	la	X
esrj-106442	29	6	función	función	PROPN
esrj-106442	29	7	se	se	PROPN
esrj-106442	29	8	usaron	usaron	PROPN
esrj-106442	29	9	como	como	PROPN
esrj-106442	29	10	los	los	PROPN
esrj-106442	29	11	parámetros	parámetros	PROPN
esrj-106442	29	12	de	de	PROPN
esrj-106442	29	13	configuración	configuración	PROPN
esrj-106442	29	14	en	en	PROPN
esrj-106442	29	15	el	el	PROPN
esrj-106442	29	16	método	método	PROPN
esrj-106442	29	17	n	n	CCONJ
esrj-106442	29	18	-	-	PUNCT
esrj-106442	29	19	ann	ann	PROPN
esrj-106442	29	20	.	.	PUNCT
esrj-106442	30	1	en	en	PROPN
esrj-106442	30	2	ambos	ambos	PROPN
esrj-106442	30	3	casos	casos	PROPN
esrj-106442	30	4	,	,	PUNCT
esrj-106442	30	5	se	se	PROPN
esrj-106442	30	6	compararon	compararon	PROPN
esrj-106442	30	7	los	los	PROPN
esrj-106442	30	8	valores	valores	PROPN
esrj-106442	30	9	obtenidos	obtenido	NOUN
esrj-106442	30	10	con	con	PROPN
esrj-106442	30	11	el	el	PROPN
esrj-106442	30	12	tanque	tanque	PROPN
esrj-106442	30	13	evaporimétrico	evaporimétrico	PROPN
esrj-106442	30	14	en	en	PROPN
esrj-106442	30	15	varias	varias	PROPN
esrj-106442	30	16	estructuras	estructuras	PROPN
esrj-106442	30	17	de	de	PROPN
esrj-106442	30	18	redes	redes	PROPN
esrj-106442	30	19	y	y	PROPN
esrj-106442	30	20	se	se	PROPN
esrj-106442	30	21	pudo	pudo	PROPN
esrj-106442	30	22	analizar	analizar	PROPN
esrj-106442	30	23	que	que	PROPN
esrj-106442	30	24	los	los	PROPN
esrj-106442	30	25	modelos	modelos	PROPN
esrj-106442	30	26	n	n	CCONJ
esrj-106442	30	27	-	-	PUNCT
esrj-106442	30	28	ann	ann	PROPN
esrj-106442	30	29	de	de	PROPN
esrj-106442	30	30	la	la	PROPN
esrj-106442	30	31	norma	norma	PROPN
esrj-106442	30	32	operacional	operacional	PROPN
esrj-106442	30	33	ofrecieron	ofrecieron	PROPN
esrj-106442	30	34	mejores	mejores	PROPN
esrj-106442	30	35	resultados	resultado	VERB
esrj-106442	30	36	en	en	X
esrj-106442	30	37	general	general	NOUN
esrj-106442	30	38	.	.	PUNCT
esrj-106442	31	1	https://orcid.org/0000-0003-2466-1930	https://orcid.org/0000-0003-2466-1930	PROPN
esrj-106442	31	2	mailto:ozlemterzi@isparta.edu.tr	mailto:ozlemterzi@isparta.edu.tr	ADV
esrj-106442	31	3	https://orcid.org/0000-0001-6429-5176	https://orcid.org/0000-0001-6429-5176	PROPN
esrj-106442	31	4	mailto:haleeriskin@gmail.com	mailto:haleeriskin@gmail.com	PROPN
esrj-106442	31	5	https://doi.org/10.15446/esrj.v27n2.106442	https://doi.org/10.15446/esrj.v27n2.106442	X
esrj-106442	31	6	https://doi.org/10.15446/esrj.v27n2.106442	https://doi.org/10.15446/esrj.v27n2.106442	X
esrj-106442	31	7	204	204	NUM
esrj-106442	31	8	hale	hale	PROPN
esrj-106442	31	9	eriskin	eriskin	PROPN
esrj-106442	31	10	,	,	PUNCT
esrj-106442	31	11	ozlem	ozlem	NOUN
esrj-106442	31	12	terzi	terzi	NOUN
esrj-106442	31	13	1	1	NUM
esrj-106442	31	14	.	.	PUNCT
esrj-106442	32	1	introduction	introduction	NOUN
esrj-106442	32	2	water	water	NOUN
esrj-106442	32	3	is	be	AUX
esrj-106442	32	4	one	one	NUM
esrj-106442	32	5	of	of	ADP
esrj-106442	32	6	the	the	DET
esrj-106442	32	7	necessary	necessary	ADJ
esrj-106442	32	8	resources	resource	NOUN
esrj-106442	32	9	for	for	ADP
esrj-106442	32	10	the	the	DET
esrj-106442	32	11	continuity	continuity	NOUN
esrj-106442	32	12	of	of	ADP
esrj-106442	32	13	life	life	NOUN
esrj-106442	32	14	on	on	ADP
esrj-106442	32	15	the	the	DET
esrj-106442	32	16	earth	earth	NOUN
esrj-106442	32	17	.	.	PUNCT
esrj-106442	33	1	water	water	NOUN
esrj-106442	33	2	resources	resource	NOUN
esrj-106442	33	3	are	be	AUX
esrj-106442	33	4	in	in	ADP
esrj-106442	33	5	danger	danger	NOUN
esrj-106442	33	6	of	of	ADP
esrj-106442	33	7	extinction	extinction	NOUN
esrj-106442	33	8	due	due	ADP
esrj-106442	33	9	to	to	ADP
esrj-106442	33	10	reasons	reason	NOUN
esrj-106442	33	11	such	such	ADJ
esrj-106442	33	12	as	as	ADP
esrj-106442	33	13	increasing	increase	VERB
esrj-106442	33	14	population	population	NOUN
esrj-106442	33	15	,	,	PUNCT
esrj-106442	33	16	industrialization	industrialization	NOUN
esrj-106442	33	17	,	,	PUNCT
esrj-106442	33	18	evaporation	evaporation	NOUN
esrj-106442	33	19	and	and	CCONJ
esrj-106442	33	20	decrease	decrease	NOUN
esrj-106442	33	21	in	in	ADP
esrj-106442	33	22	precipitation	precipitation	NOUN
esrj-106442	33	23	.	.	PUNCT
esrj-106442	34	1	water	water	NOUN
esrj-106442	34	2	started	start	VERB
esrj-106442	34	3	to	to	PART
esrj-106442	34	4	be	be	AUX
esrj-106442	34	5	traded	trade	VERB
esrj-106442	34	6	on	on	ADP
esrj-106442	34	7	the	the	DET
esrj-106442	34	8	stock	stock	NOUN
esrj-106442	34	9	market	market	NOUN
esrj-106442	34	10	for	for	ADP
esrj-106442	34	11	the	the	DET
esrj-106442	34	12	first	first	ADJ
esrj-106442	34	13	time	time	NOUN
esrj-106442	34	14	,	,	PUNCT
esrj-106442	34	15	such	such	ADJ
esrj-106442	34	16	as	as	ADP
esrj-106442	34	17	gold	gold	NOUN
esrj-106442	34	18	and	and	CCONJ
esrj-106442	34	19	oil	oil	NOUN
esrj-106442	34	20	,	,	PUNCT
esrj-106442	34	21	with	with	ADP
esrj-106442	34	22	the	the	DET
esrj-106442	34	23	cme(chicago	cme(chicago	NOUN
esrj-106442	34	24	commodity	commodity	NOUN
esrj-106442	34	25	exchange	exchange	NOUN
esrj-106442	34	26	)	)	PUNCT
esrj-106442	34	27	group	group	NOUN
esrj-106442	34	28	,	,	PUNCT
esrj-106442	34	29	the	the	DET
esrj-106442	34	30	world	world	NOUN
esrj-106442	34	31	’s	’s	PART
esrj-106442	34	32	largest	large	ADJ
esrj-106442	34	33	stock	stock	NOUN
esrj-106442	34	34	market	market	NOUN
esrj-106442	34	35	operator	operator	NOUN
esrj-106442	34	36	in	in	ADP
esrj-106442	34	37	the	the	DET
esrj-106442	34	38	usa	usa	PROPN
esrj-106442	34	39	,	,	PUNCT
esrj-106442	34	40	opening	open	VERB
esrj-106442	34	41	california	california	PROPN
esrj-106442	34	42	’s	’s	PART
esrj-106442	34	43	$	$	SYM
esrj-106442	34	44	1.1	1.1	NUM
esrj-106442	34	45	billion	billion	NUM
esrj-106442	34	46	futures	future	NOUN
esrj-106442	34	47	contracts	contract	NOUN
esrj-106442	34	48	based	base	VERB
esrj-106442	34	49	on	on	ADP
esrj-106442	34	50	water	water	NOUN
esrj-106442	34	51	assets	asset	NOUN
esrj-106442	34	52	on	on	ADP
esrj-106442	34	53	december	december	PROPN
esrj-106442	34	54	7	7	NUM
esrj-106442	34	55	,	,	PUNCT
esrj-106442	34	56	2020	2020	NUM
esrj-106442	34	57	(	(	PUNCT
esrj-106442	34	58	independent	independent	ADJ
esrj-106442	34	59	türkçe	türkçe	PROPN
esrj-106442	34	60	,	,	PUNCT
esrj-106442	34	61	2021	2021	NUM
esrj-106442	34	62	)	)	PUNCT
esrj-106442	34	63	.	.	PUNCT
esrj-106442	35	1	it	it	PRON
esrj-106442	35	2	should	should	AUX
esrj-106442	35	3	be	be	AUX
esrj-106442	35	4	noted	note	VERB
esrj-106442	35	5	that	that	SCONJ
esrj-106442	35	6	despite	despite	SCONJ
esrj-106442	35	7	the	the	DET
esrj-106442	35	8	value	value	NOUN
esrj-106442	35	9	of	of	ADP
esrj-106442	35	10	water	water	NOUN
esrj-106442	35	11	,	,	PUNCT
esrj-106442	35	12	it	it	PRON
esrj-106442	35	13	becomes	become	VERB
esrj-106442	35	14	mixed	mixed	ADJ
esrj-106442	35	15	with	with	ADP
esrj-106442	35	16	the	the	DET
esrj-106442	35	17	oceans	ocean	NOUN
esrj-106442	35	18	after	after	ADP
esrj-106442	35	19	precipitation	precipitation	NOUN
esrj-106442	35	20	and	and	CCONJ
esrj-106442	35	21	thus	thus	ADV
esrj-106442	35	22	is	be	AUX
esrj-106442	35	23	no	no	ADV
esrj-106442	35	24	longer	long	ADV
esrj-106442	35	25	usable	usable	ADJ
esrj-106442	35	26	as	as	ADP
esrj-106442	35	27	fresh	fresh	ADJ
esrj-106442	35	28	water	water	NOUN
esrj-106442	35	29	.	.	PUNCT
esrj-106442	36	1	among	among	ADP
esrj-106442	36	2	these	these	DET
esrj-106442	36	3	reasons	reason	NOUN
esrj-106442	36	4	,	,	PUNCT
esrj-106442	36	5	60.6	60.6	NUM
esrj-106442	36	6	%	%	NOUN
esrj-106442	36	7	of	of	ADP
esrj-106442	36	8	the	the	DET
esrj-106442	36	9	precipitation	precipitation	NOUN
esrj-106442	36	10	falling	fall	VERB
esrj-106442	36	11	on	on	ADP
esrj-106442	36	12	land	land	NOUN
esrj-106442	36	13	returns	return	NOUN
esrj-106442	36	14	to	to	ADP
esrj-106442	36	15	the	the	DET
esrj-106442	36	16	atmosphere	atmosphere	NOUN
esrj-106442	36	17	as	as	ADP
esrj-106442	36	18	evaporation	evaporation	NOUN
esrj-106442	36	19	(	(	PUNCT
esrj-106442	36	20	rodell	rodell	PROPN
esrj-106442	36	21	et	et	PROPN
esrj-106442	36	22	al	al	PROPN
esrj-106442	36	23	.	.	PROPN
esrj-106442	36	24	,	,	PUNCT
esrj-106442	36	25	2015	2015	NUM
esrj-106442	36	26	)	)	PUNCT
esrj-106442	36	27	.	.	PUNCT
esrj-106442	37	1	determining	determine	VERB
esrj-106442	37	2	the	the	DET
esrj-106442	37	3	amount	amount	NOUN
esrj-106442	37	4	of	of	ADP
esrj-106442	37	5	evaporation	evaporation	NOUN
esrj-106442	37	6	is	be	AUX
esrj-106442	37	7	one	one	NUM
esrj-106442	37	8	of	of	ADP
esrj-106442	37	9	the	the	DET
esrj-106442	37	10	important	important	ADJ
esrj-106442	37	11	parameters	parameter	NOUN
esrj-106442	37	12	in	in	ADP
esrj-106442	37	13	the	the	DET
esrj-106442	37	14	planning	planning	NOUN
esrj-106442	37	15	of	of	ADP
esrj-106442	37	16	water	water	NOUN
esrj-106442	37	17	resources	resource	NOUN
esrj-106442	37	18	(	(	PUNCT
esrj-106442	37	19	aydın	aydın	NOUN
esrj-106442	37	20	,	,	PUNCT
esrj-106442	37	21	2009	2009	NUM
esrj-106442	37	22	)	)	PUNCT
esrj-106442	37	23	evaporation	evaporation	NOUN
esrj-106442	37	24	is	be	AUX
esrj-106442	37	25	a	a	DET
esrj-106442	37	26	key	key	ADJ
esrj-106442	37	27	process	process	NOUN
esrj-106442	37	28	in	in	ADP
esrj-106442	37	29	the	the	DET
esrj-106442	37	30	hydrological	hydrological	ADJ
esrj-106442	37	31	cycle	cycle	NOUN
esrj-106442	37	32	that	that	PRON
esrj-106442	37	33	has	have	VERB
esrj-106442	37	34	a	a	DET
esrj-106442	37	35	direct	direct	ADJ
esrj-106442	37	36	impact	impact	NOUN
esrj-106442	37	37	on	on	ADP
esrj-106442	37	38	the	the	DET
esrj-106442	37	39	planning	planning	NOUN
esrj-106442	37	40	and	and	CCONJ
esrj-106442	37	41	operation	operation	NOUN
esrj-106442	37	42	of	of	ADP
esrj-106442	37	43	water	water	NOUN
esrj-106442	37	44	(	(	PUNCT
esrj-106442	37	45	penman	penman	PROPN
esrj-106442	37	46	1948	1948	NUM
esrj-106442	37	47	;	;	PUNCT
esrj-106442	37	48	stewart	stewart	PROPN
esrj-106442	37	49	1984	1984	NUM
esrj-106442	37	50	)	)	PUNCT
esrj-106442	37	51	.	.	PUNCT
esrj-106442	38	1	therefore	therefore	ADV
esrj-106442	38	2	,	,	PUNCT
esrj-106442	38	3	accurate	accurate	ADJ
esrj-106442	38	4	estimation	estimation	NOUN
esrj-106442	38	5	of	of	ADP
esrj-106442	38	6	evaporation	evaporation	NOUN
esrj-106442	38	7	is	be	AUX
esrj-106442	38	8	very	very	ADV
esrj-106442	38	9	important	important	ADJ
esrj-106442	38	10	for	for	ADP
esrj-106442	38	11	water	water	NOUN
esrj-106442	38	12	engineers	engineer	NOUN
esrj-106442	38	13	and	and	CCONJ
esrj-106442	38	14	managers	manager	NOUN
esrj-106442	38	15	(	(	PUNCT
esrj-106442	38	16	qasem	qasem	PROPN
esrj-106442	38	17	et	et	PROPN
esrj-106442	38	18	al	al	PROPN
esrj-106442	38	19	.	.	PROPN
esrj-106442	38	20	,	,	PUNCT
esrj-106442	38	21	2019	2019	NUM
esrj-106442	38	22	)	)	PUNCT
esrj-106442	38	23	.	.	PUNCT
esrj-106442	39	1	after	after	ADP
esrj-106442	39	2	the	the	DET
esrj-106442	39	3	stock	stock	NOUN
esrj-106442	39	4	market	market	NOUN
esrj-106442	39	5	transaction	transaction	NOUN
esrj-106442	39	6	,	,	PUNCT
esrj-106442	39	7	estimation	estimation	NOUN
esrj-106442	39	8	has	have	AUX
esrj-106442	39	9	become	become	VERB
esrj-106442	39	10	important	important	ADJ
esrj-106442	39	11	for	for	ADP
esrj-106442	39	12	stockbrokers	stockbroker	NOUN
esrj-106442	39	13	as	as	ADV
esrj-106442	39	14	well	well	ADV
esrj-106442	39	15	.	.	PUNCT
esrj-106442	40	1	evaporation	evaporation	NOUN
esrj-106442	40	2	estimation	estimation	NOUN
esrj-106442	40	3	from	from	ADP
esrj-106442	40	4	the	the	DET
esrj-106442	40	5	free	free	ADJ
esrj-106442	40	6	water	water	NOUN
esrj-106442	40	7	surface	surface	NOUN
esrj-106442	40	8	can	can	AUX
esrj-106442	40	9	be	be	AUX
esrj-106442	40	10	classified	classify	VERB
esrj-106442	40	11	into	into	ADP
esrj-106442	40	12	two	two	NUM
esrj-106442	40	13	groups	group	NOUN
esrj-106442	40	14	as	as	ADP
esrj-106442	40	15	direct	direct	ADJ
esrj-106442	40	16	and	and	CCONJ
esrj-106442	40	17	indirect	indirect	ADJ
esrj-106442	40	18	methods	method	NOUN
esrj-106442	40	19	(	(	PUNCT
esrj-106442	40	20	keskin	keskin	NOUN
esrj-106442	40	21	and	and	CCONJ
esrj-106442	40	22	terzi	terzi	NOUN
esrj-106442	40	23	,	,	PUNCT
esrj-106442	40	24	2005	2005	NUM
esrj-106442	40	25	)	)	PUNCT
esrj-106442	40	26	.	.	PUNCT
esrj-106442	41	1	the	the	DET
esrj-106442	41	2	pan	pan	PROPN
esrj-106442	41	3	measurement	measurement	PROPN
esrj-106442	41	4	method	method	NOUN
esrj-106442	41	5	is	be	AUX
esrj-106442	41	6	known	know	VERB
esrj-106442	41	7	as	as	ADP
esrj-106442	41	8	the	the	DET
esrj-106442	41	9	direct	direct	ADJ
esrj-106442	41	10	method	method	NOUN
esrj-106442	41	11	.	.	PUNCT
esrj-106442	42	1	the	the	DET
esrj-106442	42	2	methods	method	NOUN
esrj-106442	42	3	developed	develop	VERB
esrj-106442	42	4	as	as	ADP
esrj-106442	42	5	an	an	DET
esrj-106442	42	6	alternative	alternative	NOUN
esrj-106442	42	7	to	to	ADP
esrj-106442	42	8	evaporation	evaporation	NOUN
esrj-106442	42	9	measurement	measurement	NOUN
esrj-106442	42	10	by	by	ADP
esrj-106442	42	11	the	the	DET
esrj-106442	42	12	pan	pan	NOUN
esrj-106442	42	13	method	method	NOUN
esrj-106442	42	14	are	be	AUX
esrj-106442	42	15	empirical	empirical	ADJ
esrj-106442	42	16	(	(	PUNCT
esrj-106442	42	17	traditional	traditional	ADJ
esrj-106442	42	18	)	)	PUNCT
esrj-106442	42	19	relations	relation	NOUN
esrj-106442	42	20	known	know	VERB
esrj-106442	42	21	as	as	ADP
esrj-106442	42	22	the	the	DET
esrj-106442	42	23	indirect	indirect	ADJ
esrj-106442	42	24	methods	method	NOUN
esrj-106442	42	25	depending	depend	VERB
esrj-106442	42	26	on	on	ADP
esrj-106442	42	27	meteorological	meteorological	ADJ
esrj-106442	42	28	parameters	parameter	NOUN
esrj-106442	42	29	.	.	PUNCT
esrj-106442	43	1	some	some	DET
esrj-106442	43	2	parameters	parameter	NOUN
esrj-106442	43	3	affecting	affect	VERB
esrj-106442	43	4	evaporation	evaporation	NOUN
esrj-106442	43	5	in	in	ADP
esrj-106442	43	6	these	these	DET
esrj-106442	43	7	empirical	empirical	ADJ
esrj-106442	43	8	relations	relation	NOUN
esrj-106442	43	9	are	be	AUX
esrj-106442	43	10	precipitation	precipitation	NOUN
esrj-106442	43	11	,	,	PUNCT
esrj-106442	43	12	air	air	NOUN
esrj-106442	43	13	temperature	temperature	NOUN
esrj-106442	43	14	,	,	PUNCT
esrj-106442	43	15	water	water	NOUN
esrj-106442	43	16	temperature	temperature	NOUN
esrj-106442	43	17	,	,	PUNCT
esrj-106442	43	18	solar	solar	ADJ
esrj-106442	43	19	radiation	radiation	NOUN
esrj-106442	43	20	,	,	PUNCT
esrj-106442	43	21	sunshine	sunshine	NOUN
esrj-106442	43	22	duration	duration	NOUN
esrj-106442	43	23	,	,	PUNCT
esrj-106442	43	24	relative	relative	ADJ
esrj-106442	43	25	humidity	humidity	NOUN
esrj-106442	43	26	,	,	PUNCT
esrj-106442	43	27	air	air	NOUN
esrj-106442	43	28	pressure	pressure	NOUN
esrj-106442	43	29	and	and	CCONJ
esrj-106442	43	30	wind	wind	NOUN
esrj-106442	43	31	speed	speed	NOUN
esrj-106442	43	32	.	.	PUNCT
esrj-106442	44	1	evaporation	evaporation	NOUN
esrj-106442	44	2	prediction	prediction	NOUN
esrj-106442	44	3	is	be	AUX
esrj-106442	44	4	an	an	DET
esrj-106442	44	5	interesting	interesting	ADJ
esrj-106442	44	6	field	field	NOUN
esrj-106442	44	7	of	of	ADP
esrj-106442	44	8	study	study	NOUN
esrj-106442	44	9	because	because	SCONJ
esrj-106442	44	10	it	it	PRON
esrj-106442	44	11	has	have	AUX
esrj-106442	44	12	been	be	AUX
esrj-106442	44	13	studied	study	VERB
esrj-106442	44	14	for	for	ADP
esrj-106442	44	15	many	many	ADJ
esrj-106442	44	16	years	year	NOUN
esrj-106442	44	17	and	and	CCONJ
esrj-106442	44	18	remains	remain	VERB
esrj-106442	44	19	up	up	ADP
esrj-106442	44	20	-	-	PUNCT
esrj-106442	44	21	to	to	ADP
esrj-106442	44	22	-	-	PUNCT
esrj-106442	44	23	date	date	NOUN
esrj-106442	44	24	(	(	PUNCT
esrj-106442	44	25	thanh	thanh	NOUN
esrj-106442	44	26	et	et	PROPN
esrj-106442	44	27	al	al	PROPN
esrj-106442	44	28	.	.	PROPN
esrj-106442	44	29	,	,	PUNCT
esrj-106442	44	30	2020	2020	NUM
esrj-106442	44	31	;	;	PUNCT
esrj-106442	44	32	sun	sun	PROPN
esrj-106442	44	33	et	et	PROPN
esrj-106442	44	34	al	al	PROPN
esrj-106442	44	35	.	.	PROPN
esrj-106442	44	36	2021	2021	NUM
esrj-106442	44	37	)	)	PUNCT
esrj-106442	44	38	.	.	PUNCT
esrj-106442	45	1	evaporation	evaporation	NOUN
esrj-106442	45	2	estimation	estimation	NOUN
esrj-106442	45	3	with	with	ADP
esrj-106442	45	4	artificial	artificial	ADJ
esrj-106442	45	5	neural	neural	ADJ
esrj-106442	45	6	networks	network	NOUN
esrj-106442	45	7	(	(	PUNCT
esrj-106442	45	8	ann	ann	PROPN
esrj-106442	45	9	)	)	PUNCT
esrj-106442	45	10	is	be	AUX
esrj-106442	45	11	a	a	DET
esrj-106442	45	12	frequently	frequently	ADV
esrj-106442	45	13	used	use	VERB
esrj-106442	45	14	method	method	NOUN
esrj-106442	45	15	(	(	PUNCT
esrj-106442	45	16	taşar	taşar	NOUN
esrj-106442	45	17	et	et	PROPN
esrj-106442	45	18	al	al	PROPN
esrj-106442	45	19	.	.	PROPN
esrj-106442	45	20	,	,	PUNCT
esrj-106442	45	21	2018	2018	NUM
esrj-106442	45	22	;	;	PUNCT
esrj-106442	45	23	gümüş	gümüş	PROPN
esrj-106442	45	24	et	et	PROPN
esrj-106442	45	25	al	al	PROPN
esrj-106442	45	26	.	.	PROPN
esrj-106442	45	27	,	,	PUNCT
esrj-106442	45	28	2016	2016	NUM
esrj-106442	45	29	;	;	PUNCT
esrj-106442	45	30	doğan	doğan	NUM
esrj-106442	45	31	,	,	PUNCT
esrj-106442	45	32	2020	2020	NUM
esrj-106442	45	33	;	;	PUNCT
esrj-106442	45	34	kişi	kişi	PROPN
esrj-106442	45	35	and	and	CCONJ
esrj-106442	45	36	afşar	afşar	PROPN
esrj-106442	45	37	,	,	PUNCT
esrj-106442	45	38	2010	2010	NUM
esrj-106442	45	39	;	;	PUNCT
esrj-106442	45	40	özdülkar	özdülkar	X
esrj-106442	45	41	et	et	PROPN
esrj-106442	45	42	al	al	PROPN
esrj-106442	45	43	.	.	PROPN
esrj-106442	45	44	,	,	PUNCT
esrj-106442	45	45	2019	2019	NUM
esrj-106442	45	46	;	;	PUNCT
esrj-106442	45	47	özel	özel	ADJ
esrj-106442	45	48	and	and	CCONJ
esrj-106442	45	49	büyükyıldız	büyükyıldız	NOUN
esrj-106442	45	50	,	,	PUNCT
esrj-106442	45	51	2019	2019	NUM
esrj-106442	45	52	)	)	PUNCT
esrj-106442	45	53	.	.	PUNCT
esrj-106442	46	1	researchers	researcher	NOUN
esrj-106442	46	2	aim	aim	VERB
esrj-106442	46	3	to	to	PART
esrj-106442	46	4	find	find	VERB
esrj-106442	46	5	the	the	DET
esrj-106442	46	6	systems	system	NOUN
esrj-106442	46	7	that	that	PRON
esrj-106442	46	8	best	well	ADV
esrj-106442	46	9	represent	represent	VERB
esrj-106442	46	10	the	the	DET
esrj-106442	46	11	actual	actual	ADJ
esrj-106442	46	12	amount	amount	NOUN
esrj-106442	46	13	of	of	ADP
esrj-106442	46	14	evaporation	evaporation	NOUN
esrj-106442	46	15	by	by	ADP
esrj-106442	46	16	using	use	VERB
esrj-106442	46	17	different	different	ADJ
esrj-106442	46	18	methods	method	NOUN
esrj-106442	46	19	in	in	ADP
esrj-106442	46	20	water	water	NOUN
esrj-106442	46	21	basins	basin	NOUN
esrj-106442	46	22	.	.	PUNCT
esrj-106442	47	1	it	it	PRON
esrj-106442	47	2	is	be	AUX
esrj-106442	47	3	not	not	PART
esrj-106442	47	4	easy	easy	ADJ
esrj-106442	47	5	to	to	PART
esrj-106442	47	6	reach	reach	VERB
esrj-106442	47	7	this	this	DET
esrj-106442	47	8	goal	goal	NOUN
esrj-106442	47	9	with	with	ADP
esrj-106442	47	10	high	high	ADJ
esrj-106442	47	11	accuracy	accuracy	NOUN
esrj-106442	47	12	due	due	ADP
esrj-106442	47	13	to	to	ADP
esrj-106442	47	14	the	the	DET
esrj-106442	47	15	excess	excess	ADJ
esrj-106442	47	16	and	and	CCONJ
esrj-106442	47	17	variability	variability	NOUN
esrj-106442	47	18	of	of	ADP
esrj-106442	47	19	effective	effective	ADJ
esrj-106442	47	20	parameters	parameter	NOUN
esrj-106442	47	21	in	in	ADP
esrj-106442	47	22	water	water	NOUN
esrj-106442	47	23	basins	basin	NOUN
esrj-106442	47	24	.	.	PUNCT
esrj-106442	48	1	in	in	ADP
esrj-106442	48	2	this	this	DET
esrj-106442	48	3	study	study	NOUN
esrj-106442	48	4	,	,	PUNCT
esrj-106442	48	5	firstly	firstly	ADV
esrj-106442	48	6	,	,	PUNCT
esrj-106442	48	7	evaporation	evaporation	NOUN
esrj-106442	48	8	models	model	NOUN
esrj-106442	48	9	were	be	AUX
esrj-106442	48	10	developed	develop	VERB
esrj-106442	48	11	by	by	ADP
esrj-106442	48	12	using	use	VERB
esrj-106442	48	13	ann	ann	PROPN
esrj-106442	48	14	because	because	SCONJ
esrj-106442	48	15	of	of	ADP
esrj-106442	48	16	its	its	PRON
esrj-106442	48	17	success	success	NOUN
esrj-106442	48	18	in	in	ADP
esrj-106442	48	19	explaining	explain	VERB
esrj-106442	48	20	nonlinear	nonlinear	ADJ
esrj-106442	48	21	relationships	relationship	NOUN
esrj-106442	48	22	with	with	ADP
esrj-106442	48	23	air	air	NOUN
esrj-106442	48	24	temperature	temperature	NOUN
esrj-106442	48	25	,	,	PUNCT
esrj-106442	48	26	water	water	NOUN
esrj-106442	48	27	temperature	temperature	NOUN
esrj-106442	48	28	,	,	PUNCT
esrj-106442	48	29	sunshine	sunshine	NOUN
esrj-106442	48	30	duration	duration	NOUN
esrj-106442	48	31	,	,	PUNCT
esrj-106442	48	32	and	and	CCONJ
esrj-106442	48	33	solar	solar	ADJ
esrj-106442	48	34	radiation	radiation	NOUN
esrj-106442	48	35	parameters	parameter	NOUN
esrj-106442	48	36	.	.	PUNCT
esrj-106442	49	1	then	then	ADV
esrj-106442	49	2	,	,	PUNCT
esrj-106442	49	3	the	the	DET
esrj-106442	49	4	norm	norm	NOUN
esrj-106442	49	5	operator	operator	NOUN
esrj-106442	49	6	was	be	AUX
esrj-106442	49	7	used	use	VERB
esrj-106442	49	8	to	to	PART
esrj-106442	49	9	improve	improve	VERB
esrj-106442	49	10	the	the	DET
esrj-106442	49	11	performance	performance	NOUN
esrj-106442	49	12	of	of	ADP
esrj-106442	49	13	the	the	DET
esrj-106442	49	14	developed	developed	ADJ
esrj-106442	49	15	ann	ann	PROPN
esrj-106442	49	16	models	model	NOUN
esrj-106442	49	17	.	.	PUNCT
esrj-106442	50	1	fort	fort	NOUN
esrj-106442	50	2	this	this	PRON
esrj-106442	50	3	,	,	PUNCT
esrj-106442	50	4	correlation	correlation	NOUN
esrj-106442	50	5	analysis	analysis	NOUN
esrj-106442	50	6	was	be	AUX
esrj-106442	50	7	performed	perform	VERB
esrj-106442	50	8	between	between	ADP
esrj-106442	50	9	meteorological	meteorological	ADJ
esrj-106442	50	10	input	input	NOUN
esrj-106442	50	11	parameters	parameter	NOUN
esrj-106442	50	12	,	,	PUNCT
esrj-106442	50	13	and	and	CCONJ
esrj-106442	50	14	n	n	CCONJ
esrj-106442	50	15	-	-	PUNCT
esrj-106442	50	16	ann	ann	NOUN
esrj-106442	50	17	models	model	NOUN
esrj-106442	50	18	were	be	AUX
esrj-106442	50	19	developed	develop	VERB
esrj-106442	50	20	with	with	ADP
esrj-106442	50	21	new	new	ADJ
esrj-106442	50	22	input	input	NOUN
esrj-106442	50	23	parameters	parameter	NOUN
esrj-106442	50	24	created	create	VERB
esrj-106442	50	25	by	by	ADP
esrj-106442	50	26	applying	apply	VERB
esrj-106442	50	27	the	the	DET
esrj-106442	50	28	norm	norm	NOUN
esrj-106442	50	29	operator	operator	NOUN
esrj-106442	50	30	among	among	ADP
esrj-106442	50	31	the	the	DET
esrj-106442	50	32	highly	highly	ADV
esrj-106442	50	33	correlated	correlate	VERB
esrj-106442	50	34	parameters	parameter	NOUN
esrj-106442	50	35	.	.	PUNCT
esrj-106442	51	1	2	2	X
esrj-106442	51	2	.	.	X
esrj-106442	51	3	methods	method	NOUN
esrj-106442	51	4	2.1	2.1	NUM
esrj-106442	51	5	.	.	PUNCT
esrj-106442	51	6	study	study	NOUN
esrj-106442	51	7	region	region	NOUN
esrj-106442	51	8	and	and	CCONJ
esrj-106442	51	9	data	datum	NOUN
esrj-106442	51	10	lake	lake	PROPN
esrj-106442	51	11	eğirdir	eğirdir	PROPN
esrj-106442	51	12	is	be	AUX
esrj-106442	51	13	located	locate	VERB
esrj-106442	51	14	within	within	ADP
esrj-106442	51	15	the	the	DET
esrj-106442	51	16	borders	border	NOUN
esrj-106442	51	17	of	of	ADP
esrj-106442	51	18	isparta	isparta	PROPN
esrj-106442	51	19	province	province	NOUN
esrj-106442	51	20	in	in	ADP
esrj-106442	51	21	the	the	DET
esrj-106442	51	22	western	western	ADJ
esrj-106442	51	23	mediterranean	mediterranean	PROPN
esrj-106442	51	24	part	part	NOUN
esrj-106442	51	25	of	of	ADP
esrj-106442	51	26	turkey	turkey	NOUN
esrj-106442	51	27	(	(	PUNCT
esrj-106442	51	28	figure	figure	NOUN
esrj-106442	51	29	1	1	NUM
esrj-106442	51	30	)	)	PUNCT
esrj-106442	51	31	.	.	PUNCT
esrj-106442	52	1	it	it	PRON
esrj-106442	52	2	is	be	AUX
esrj-106442	52	3	917.7	917.7	NUM
esrj-106442	52	4	m	m	NOUN
esrj-106442	52	5	high	high	ADJ
esrj-106442	52	6	,	,	PUNCT
esrj-106442	52	7	located	locate	VERB
esrj-106442	52	8	at	at	ADP
esrj-106442	52	9	latitudes	latitude	NOUN
esrj-106442	52	10	35	35	NUM
esrj-106442	52	11	°	°	NOUN
esrj-106442	52	12	37	37	NUM
esrj-106442	52	13	’	'	PUNCT
esrj-106442	52	14	41″–38	41″–38	NUM
esrj-106442	52	15	°	°	NOUN
esrj-106442	52	16	16	16	NUM
esrj-106442	52	17	’	'	PUNCT
esrj-106442	52	18	55″	55″	NUM
esrj-106442	52	19	n	n	NOUN
esrj-106442	52	20	and	and	CCONJ
esrj-106442	52	21	longitudes	longitude	VERB
esrj-106442	52	22	30	30	NUM
esrj-106442	52	23	°	°	NOUN
esrj-106442	52	24	44	44	NUM
esrj-106442	52	25	’	’	SYM
esrj-106442	52	26	39″–30	39″–30	NUM
esrj-106442	52	27	°	°	NOUN
esrj-106442	52	28	57	57	NUM
esrj-106442	52	29	’	'	PUNCT
esrj-106442	52	30	43″	43″	NUM
esrj-106442	52	31	(	(	PUNCT
esrj-106442	52	32	kesici	kesici	NOUN
esrj-106442	52	33	and	and	CCONJ
esrj-106442	52	34	kesici	kesici	NOUN
esrj-106442	52	35	,	,	PUNCT
esrj-106442	52	36	2006	2006	NUM
esrj-106442	52	37	)	)	PUNCT
esrj-106442	52	38	.	.	PUNCT
esrj-106442	53	1	with	with	ADP
esrj-106442	53	2	an	an	DET
esrj-106442	53	3	area	area	NOUN
esrj-106442	53	4	of	of	ADP
esrj-106442	53	5	457	457	NUM
esrj-106442	53	6	km2	km2	NOUN
esrj-106442	53	7	,	,	PUNCT
esrj-106442	53	8	it	it	PRON
esrj-106442	53	9	is	be	AUX
esrj-106442	53	10	the	the	DET
esrj-106442	53	11	fourth	fourth	ADV
esrj-106442	53	12	largest	large	ADJ
esrj-106442	53	13	lake	lake	NOUN
esrj-106442	53	14	in	in	ADP
esrj-106442	53	15	turkey	turkey	NOUN
esrj-106442	53	16	and	and	CCONJ
esrj-106442	53	17	the	the	DET
esrj-106442	53	18	second	second	ADV
esrj-106442	53	19	largest	large	ADJ
esrj-106442	53	20	in	in	ADP
esrj-106442	53	21	the	the	DET
esrj-106442	53	22	lake	lake	NOUN
esrj-106442	53	23	district	district	PROPN
esrj-106442	53	24	(	(	PUNCT
esrj-106442	53	25	şener	şener	ADV
esrj-106442	53	26	et	et	PROPN
esrj-106442	53	27	al.2013	al.2013	PROPN
esrj-106442	53	28	)	)	PUNCT
esrj-106442	53	29	.	.	PUNCT
esrj-106442	54	1	the	the	DET
esrj-106442	54	2	lake	lake	NOUN
esrj-106442	54	3	,	,	PUNCT
esrj-106442	54	4	which	which	PRON
esrj-106442	54	5	has	have	VERB
esrj-106442	54	6	steep	steep	ADJ
esrj-106442	54	7	rocks	rock	NOUN
esrj-106442	54	8	and	and	CCONJ
esrj-106442	54	9	a	a	DET
esrj-106442	54	10	flat	flat	ADJ
esrj-106442	54	11	and	and	CCONJ
esrj-106442	54	12	shallow	shallow	ADJ
esrj-106442	54	13	bottom	bottom	NOUN
esrj-106442	54	14	,	,	PUNCT
esrj-106442	54	15	has	have	VERB
esrj-106442	54	16	a	a	DET
esrj-106442	54	17	coastline	coastline	NOUN
esrj-106442	54	18	of	of	ADP
esrj-106442	54	19	150	150	NUM
esrj-106442	54	20	km	km	NOUN
esrj-106442	54	21	.	.	PUNCT
esrj-106442	55	1	the	the	DET
esrj-106442	55	2	part	part	NOUN
esrj-106442	55	3	located	locate	VERB
esrj-106442	55	4	in	in	ADP
esrj-106442	55	5	the	the	DET
esrj-106442	55	6	north	north	NOUN
esrj-106442	55	7	of	of	ADP
esrj-106442	55	8	kemer	kemer	ADJ
esrj-106442	55	9	strait	strait	NOUN
esrj-106442	55	10	in	in	ADP
esrj-106442	55	11	lake	lake	PROPN
esrj-106442	55	12	eğirdir	eğirdir	PROPN
esrj-106442	55	13	is	be	AUX
esrj-106442	55	14	known	know	VERB
esrj-106442	55	15	as	as	ADP
esrj-106442	55	16	hoyran	hoyran	ADJ
esrj-106442	55	17	,	,	PUNCT
esrj-106442	55	18	and	and	CCONJ
esrj-106442	55	19	the	the	DET
esrj-106442	55	20	part	part	NOUN
esrj-106442	55	21	in	in	ADP
esrj-106442	55	22	the	the	DET
esrj-106442	55	23	south	south	NOUN
esrj-106442	55	24	is	be	AUX
esrj-106442	55	25	known	know	VERB
esrj-106442	55	26	as	as	ADP
esrj-106442	55	27	eğirdir	eğirdir	NOUN
esrj-106442	55	28	.	.	PUNCT
esrj-106442	56	1	the	the	DET
esrj-106442	56	2	surface	surface	NOUN
esrj-106442	56	3	area	area	NOUN
esrj-106442	56	4	of	of	ADP
esrj-106442	56	5	lake	lake	PROPN
esrj-106442	56	6	eğirdir	eğirdir	PROPN
esrj-106442	56	7	varies	vary	VERB
esrj-106442	56	8	depending	depend	VERB
esrj-106442	56	9	on	on	ADP
esrj-106442	56	10	the	the	DET
esrj-106442	56	11	water	water	NOUN
esrj-106442	56	12	use	use	NOUN
esrj-106442	56	13	.	.	PUNCT
esrj-106442	57	1	some	some	PRON
esrj-106442	57	2	of	of	ADP
esrj-106442	57	3	the	the	DET
esrj-106442	57	4	sinkholes	sinkhole	NOUN
esrj-106442	57	5	,	,	PUNCT
esrj-106442	57	6	especially	especially	ADV
esrj-106442	57	7	in	in	ADP
esrj-106442	57	8	the	the	DET
esrj-106442	57	9	western	western	ADJ
esrj-106442	57	10	parts	part	NOUN
esrj-106442	57	11	of	of	ADP
esrj-106442	57	12	the	the	DET
esrj-106442	57	13	lake	lake	NOUN
esrj-106442	57	14	,	,	PUNCT
esrj-106442	57	15	which	which	PRON
esrj-106442	57	16	has	have	VERB
esrj-106442	57	17	a	a	DET
esrj-106442	57	18	karstic	karstic	ADJ
esrj-106442	57	19	structure	structure	NOUN
esrj-106442	57	20	,	,	PUNCT
esrj-106442	57	21	have	have	AUX
esrj-106442	57	22	been	be	AUX
esrj-106442	57	23	closed	close	VERB
esrj-106442	57	24	.	.	PUNCT
esrj-106442	58	1	numerous	numerous	ADJ
esrj-106442	58	2	pumping	pumping	NOUN
esrj-106442	58	3	stations	station	NOUN
esrj-106442	58	4	have	have	AUX
esrj-106442	58	5	been	be	AUX
esrj-106442	58	6	established	establish	VERB
esrj-106442	58	7	by	by	ADP
esrj-106442	58	8	general	general	ADJ
esrj-106442	58	9	directorate	directorate	NOUN
esrj-106442	58	10	of	of	ADP
esrj-106442	58	11	state	state	NOUN
esrj-106442	58	12	hydraulic	hydraulic	ADJ
esrj-106442	58	13	works	work	NOUN
esrj-106442	58	14	in	in	ADP
esrj-106442	58	15	the	the	DET
esrj-106442	58	16	lake	lake	NOUN
esrj-106442	58	17	to	to	PART
esrj-106442	58	18	be	be	AUX
esrj-106442	58	19	used	use	VERB
esrj-106442	58	20	for	for	ADP
esrj-106442	58	21	domestic	domestic	ADJ
esrj-106442	58	22	usage	usage	NOUN
esrj-106442	58	23	,	,	PUNCT
esrj-106442	58	24	agriculture	agriculture	NOUN
esrj-106442	58	25	etc	etc	X
esrj-106442	58	26	.	.	X
esrj-106442	59	1	another	another	PRON
esrj-106442	59	2	of	of	ADP
esrj-106442	59	3	the	the	DET
esrj-106442	59	4	most	most	ADV
esrj-106442	59	5	important	important	ADJ
esrj-106442	59	6	features	feature	NOUN
esrj-106442	59	7	of	of	ADP
esrj-106442	59	8	lake	lake	PROPN
esrj-106442	59	9	eğirdir	eğirdir	PROPN
esrj-106442	59	10	is	be	AUX
esrj-106442	59	11	its	its	PRON
esrj-106442	59	12	connection	connection	NOUN
esrj-106442	59	13	with	with	ADP
esrj-106442	59	14	the	the	DET
esrj-106442	59	15	sea	sea	NOUN
esrj-106442	59	16	.	.	PUNCT
esrj-106442	60	1	there	there	PRON
esrj-106442	60	2	is	be	VERB
esrj-106442	60	3	the	the	DET
esrj-106442	60	4	kovada	kovada	NOUN
esrj-106442	60	5	canal	canal	NOUN
esrj-106442	60	6	of	of	ADP
esrj-106442	60	7	22	22	NUM
esrj-106442	60	8	km	km	NOUN
esrj-106442	60	9	,	,	PUNCT
esrj-106442	60	10	which	which	PRON
esrj-106442	60	11	creates	create	VERB
esrj-106442	60	12	a	a	DET
esrj-106442	60	13	natural	natural	ADJ
esrj-106442	60	14	connection	connection	NOUN
esrj-106442	60	15	between	between	ADP
esrj-106442	60	16	lake	lake	PROPN
esrj-106442	60	17	eğirdir	eğirdir	PROPN
esrj-106442	60	18	and	and	CCONJ
esrj-106442	60	19	lake	lake	PROPN
esrj-106442	60	20	kovada	kovada	PROPN
esrj-106442	60	21	.	.	PUNCT
esrj-106442	61	1	the	the	DET
esrj-106442	61	2	water	water	NOUN
esrj-106442	61	3	from	from	ADP
esrj-106442	61	4	kovada	kovada	NOUN
esrj-106442	61	5	canal	canal	PROPN
esrj-106442	61	6	that	that	PRON
esrj-106442	61	7	flows	flow	VERB
esrj-106442	61	8	into	into	ADP
esrj-106442	61	9	kovada	kovada	PROPN
esrj-106442	61	10	lake	lake	NOUN
esrj-106442	61	11	is	be	AUX
esrj-106442	61	12	released	release	VERB
esrj-106442	61	13	from	from	ADP
esrj-106442	61	14	kovada	kovada	PROPN
esrj-106442	61	15	valley	valley	NOUN
esrj-106442	61	16	into	into	ADP
esrj-106442	61	17	aksu	aksu	PROPN
esrj-106442	61	18	stream	stream	PROPN
esrj-106442	61	19	and	and	CCONJ
esrj-106442	61	20	subsequently	subsequently	ADV
esrj-106442	61	21	discharged	discharge	VERB
esrj-106442	61	22	into	into	ADP
esrj-106442	61	23	the	the	DET
esrj-106442	61	24	mediterranean	mediterranean	PROPN
esrj-106442	61	25	through	through	ADP
esrj-106442	61	26	karstic	karstic	ADJ
esrj-106442	61	27	pathways	pathway	NOUN
esrj-106442	61	28	.	.	PUNCT
esrj-106442	62	1	over	over	ADP
esrj-106442	62	2	the	the	DET
esrj-106442	62	3	past	past	ADJ
esrj-106442	62	4	two	two	NUM
esrj-106442	62	5	decades	decade	NOUN
esrj-106442	62	6	,	,	PUNCT
esrj-106442	62	7	the	the	DET
esrj-106442	62	8	water	water	NOUN
esrj-106442	62	9	from	from	ADP
esrj-106442	62	10	the	the	DET
esrj-106442	62	11	lake	lake	NOUN
esrj-106442	62	12	has	have	AUX
esrj-106442	62	13	been	be	AUX
esrj-106442	62	14	diverted	divert	VERB
esrj-106442	62	15	to	to	ADP
esrj-106442	62	16	karacaören	karacaören	PROPN
esrj-106442	62	17	i	i	PROPN
esrj-106442	62	18	and	and	CCONJ
esrj-106442	62	19	ii	ii	PROPN
esrj-106442	62	20	dams	dam	NOUN
esrj-106442	62	21	located	locate	VERB
esrj-106442	62	22	on	on	ADP
esrj-106442	62	23	the	the	DET
esrj-106442	62	24	çandır	çandır	NOUN
esrj-106442	62	25	plain	plain	PROPN
esrj-106442	62	26	.	.	PUNCT
esrj-106442	63	1	eğirdir	eğirdir	PROPN
esrj-106442	63	2	lake	lake	PROPN
esrj-106442	63	3	meets	meet	VERB
esrj-106442	63	4	the	the	DET
esrj-106442	63	5	drinking	drinking	NOUN
esrj-106442	63	6	water	water	NOUN
esrj-106442	63	7	needs	need	NOUN
esrj-106442	63	8	of	of	ADP
esrj-106442	63	9	isparta	isparta	PROPN
esrj-106442	63	10	province	province	PROPN
esrj-106442	63	11	and	and	CCONJ
esrj-106442	63	12	surrounding	surround	VERB
esrj-106442	63	13	settlements	settlement	NOUN
esrj-106442	63	14	.	.	PUNCT
esrj-106442	64	1	it	it	PRON
esrj-106442	64	2	is	be	AUX
esrj-106442	64	3	also	also	ADV
esrj-106442	64	4	used	use	VERB
esrj-106442	64	5	as	as	ADP
esrj-106442	64	6	irrigation	irrigation	NOUN
esrj-106442	64	7	water	water	NOUN
esrj-106442	64	8	in	in	ADP
esrj-106442	64	9	the	the	DET
esrj-106442	64	10	plains	plain	NOUN
esrj-106442	64	11	of	of	ADP
esrj-106442	64	12	isparta	isparta	NOUN
esrj-106442	64	13	,	,	PUNCT
esrj-106442	64	14	gönen	gönen	PROPN
esrj-106442	64	15	,	,	PUNCT
esrj-106442	64	16	uluborlu	uluborlu	NOUN
esrj-106442	64	17	,	,	PUNCT
esrj-106442	64	18	senirkent	senirkent	NOUN
esrj-106442	64	19	,	,	PUNCT
esrj-106442	64	20	yalvaç	yalvaç	NOUN
esrj-106442	64	21	,	,	PUNCT
esrj-106442	64	22	gelendost	gelendost	NOUN
esrj-106442	64	23	and	and	CCONJ
esrj-106442	64	24	eğirdir	eğirdir	NOUN
esrj-106442	64	25	.	.	PUNCT
esrj-106442	65	1	although	although	SCONJ
esrj-106442	65	2	the	the	DET
esrj-106442	65	3	lake	lake	NOUN
esrj-106442	65	4	has	have	VERB
esrj-106442	65	5	a	a	DET
esrj-106442	65	6	closed	closed	ADJ
esrj-106442	65	7	basin	basin	NOUN
esrj-106442	65	8	,	,	PUNCT
esrj-106442	65	9	it	it	PRON
esrj-106442	65	10	is	be	AUX
esrj-106442	65	11	fed	feed	VERB
esrj-106442	65	12	with	with	ADP
esrj-106442	65	13	abundant	abundant	ADJ
esrj-106442	65	14	spring	spring	NOUN
esrj-106442	65	15	waters	water	NOUN
esrj-106442	65	16	from	from	ADP
esrj-106442	65	17	its	its	PRON
esrj-106442	65	18	bottom	bottom	NOUN
esrj-106442	65	19	and	and	CCONJ
esrj-106442	65	20	1/3rd	1/3rd	NUM
esrj-106442	65	21	of	of	ADP
esrj-106442	65	22	the	the	DET
esrj-106442	65	23	lake	lake	NOUN
esrj-106442	65	24	water	water	NOUN
esrj-106442	65	25	is	be	AUX
esrj-106442	65	26	renewed	renew	VERB
esrj-106442	65	27	every	every	DET
esrj-106442	65	28	year	year	NOUN
esrj-106442	65	29	.	.	PUNCT
esrj-106442	66	1	in	in	ADP
esrj-106442	66	2	june	june	PROPN
esrj-106442	66	3	and	and	CCONJ
esrj-106442	66	4	october	october	PROPN
esrj-106442	66	5	,	,	PUNCT
esrj-106442	66	6	the	the	DET
esrj-106442	66	7	figure	figure	NOUN
esrj-106442	66	8	1	1	NUM
esrj-106442	66	9	.	.	PUNCT
esrj-106442	67	1	lake	lake	PROPN
esrj-106442	67	2	eğirdir	eğirdir	PROPN
esrj-106442	67	3	205estimation	205estimation	PROPN
esrj-106442	67	4	of	of	ADP
esrj-106442	67	5	evaporation	evaporation	NOUN
esrj-106442	67	6	from	from	ADP
esrj-106442	67	7	the	the	DET
esrj-106442	67	8	water	water	NOUN
esrj-106442	67	9	surface	surface	NOUN
esrj-106442	67	10	using	use	VERB
esrj-106442	67	11	the	the	DET
esrj-106442	67	12	norm	norm	NOUN
esrj-106442	67	13	operator	operator	NOUN
esrj-106442	67	14	annual	annual	ADJ
esrj-106442	67	15	average	average	ADJ
esrj-106442	67	16	evaporation	evaporation	NOUN
esrj-106442	67	17	amount	amount	NOUN
esrj-106442	67	18	in	in	ADP
esrj-106442	67	19	lake	lake	PROPN
esrj-106442	67	20	eğirdir	eğirdir	PROPN
esrj-106442	67	21	is	be	AUX
esrj-106442	67	22	500	500	NUM
esrj-106442	67	23	-	-	SYM
esrj-106442	67	24	530	530	NUM
esrj-106442	67	25	hm3	hm3	NOUN
esrj-106442	67	26	.	.	PUNCT
esrj-106442	68	1	the	the	DET
esrj-106442	68	2	lake	lake	NOUN
esrj-106442	68	3	is	be	AUX
esrj-106442	68	4	especially	especially	ADV
esrj-106442	68	5	fed	feed	VERB
esrj-106442	68	6	by	by	ADP
esrj-106442	68	7	groundwater	groundwater	NOUN
esrj-106442	68	8	at	at	ADP
esrj-106442	68	9	the	the	DET
esrj-106442	68	10	bottom	bottom	NOUN
esrj-106442	68	11	.	.	PUNCT
esrj-106442	69	1	there	there	PRON
esrj-106442	69	2	are	be	VERB
esrj-106442	69	3	also	also	ADV
esrj-106442	69	4	many	many	ADJ
esrj-106442	69	5	streams	stream	NOUN
esrj-106442	69	6	in	in	ADP
esrj-106442	69	7	the	the	DET
esrj-106442	69	8	area	area	NOUN
esrj-106442	69	9	.	.	PUNCT
esrj-106442	70	1	the	the	DET
esrj-106442	70	2	most	most	ADV
esrj-106442	70	3	important	important	ADJ
esrj-106442	70	4	of	of	ADP
esrj-106442	70	5	these	these	PRON
esrj-106442	70	6	are	be	AUX
esrj-106442	70	7	pupa	pupa	ADJ
esrj-106442	70	8	stream	stream	NOUN
esrj-106442	70	9	,	,	PUNCT
esrj-106442	70	10	which	which	PRON
esrj-106442	70	11	comes	come	VERB
esrj-106442	70	12	from	from	ADP
esrj-106442	70	13	yalvaç	yalvaç	NOUN
esrj-106442	70	14	district	district	NOUN
esrj-106442	70	15	and	and	CCONJ
esrj-106442	70	16	flows	flow	VERB
esrj-106442	70	17	into	into	ADP
esrj-106442	70	18	the	the	DET
esrj-106442	70	19	lake	lake	NOUN
esrj-106442	70	20	from	from	ADP
esrj-106442	70	21	gelendost	gelendost	ADJ
esrj-106442	70	22	district	district	NOUN
esrj-106442	70	23	,	,	PUNCT
esrj-106442	70	24	and	and	CCONJ
esrj-106442	70	25	goes	go	VERB
esrj-106442	70	26	down	down	ADP
esrj-106442	70	27	to	to	ADP
esrj-106442	70	28	the	the	DET
esrj-106442	70	29	lake	lake	NOUN
esrj-106442	70	30	through	through	ADP
esrj-106442	70	31	akçay	akçay	NOUN
esrj-106442	70	32	,	,	PUNCT
esrj-106442	70	33	uluborlu	uluborlu	NOUN
esrj-106442	70	34	and	and	CCONJ
esrj-106442	70	35	senirkent	senirkent	NOUN
esrj-106442	70	36	districts	district	NOUN
esrj-106442	70	37	,	,	PUNCT
esrj-106442	70	38	değirmen	değirman	NOUN
esrj-106442	70	39	stream	stream	NOUN
esrj-106442	70	40	descending	descend	VERB
esrj-106442	70	41	from	from	ADP
esrj-106442	70	42	hoyran	hoyran	ADJ
esrj-106442	70	43	plain	plain	ADJ
esrj-106442	70	44	and	and	CCONJ
esrj-106442	70	45	aksu	aksu	PROPN
esrj-106442	70	46	stream	stream	PROPN
esrj-106442	70	47	,	,	PUNCT
esrj-106442	70	48	which	which	PRON
esrj-106442	70	49	is	be	AUX
esrj-106442	70	50	connected	connect	VERB
esrj-106442	70	51	to	to	ADP
esrj-106442	70	52	the	the	DET
esrj-106442	70	53	lake	lake	NOUN
esrj-106442	70	54	by	by	ADP
esrj-106442	70	55	a	a	DET
esrj-106442	70	56	channel	channel	NOUN
esrj-106442	70	57	from	from	ADP
esrj-106442	70	58	aksu	aksu	PROPN
esrj-106442	70	59	stream	stream	PROPN
esrj-106442	70	60	(	(	PUNCT
esrj-106442	70	61	kesici	kesici	NOUN
esrj-106442	70	62	and	and	CCONJ
esrj-106442	70	63	kesici	kesici	NOUN
esrj-106442	70	64	,	,	PUNCT
esrj-106442	70	65	2006	2006	NUM
esrj-106442	70	66	)	)	PUNCT
esrj-106442	70	67	.	.	PUNCT
esrj-106442	71	1	in	in	ADP
esrj-106442	71	2	the	the	DET
esrj-106442	71	3	study	study	NOUN
esrj-106442	71	4	,	,	PUNCT
esrj-106442	71	5	490	490	NUM
esrj-106442	71	6	days	day	NOUN
esrj-106442	71	7	of	of	ADP
esrj-106442	71	8	air	air	NOUN
esrj-106442	71	9	temperature	temperature	NOUN
esrj-106442	71	10	,	,	PUNCT
esrj-106442	71	11	water	water	NOUN
esrj-106442	71	12	temperature	temperature	NOUN
esrj-106442	71	13	,	,	PUNCT
esrj-106442	71	14	sunshine	sunshine	NOUN
esrj-106442	71	15	duration	duration	NOUN
esrj-106442	71	16	,	,	PUNCT
esrj-106442	71	17	solar	solar	ADJ
esrj-106442	71	18	radiation	radiation	NOUN
esrj-106442	71	19	and	and	CCONJ
esrj-106442	71	20	pan	pan	NOUN
esrj-106442	71	21	evaporation	evaporation	NOUN
esrj-106442	71	22	data	datum	NOUN
esrj-106442	71	23	of	of	ADP
esrj-106442	71	24	lake	lake	PROPN
esrj-106442	71	25	eğirdir	eğirdir	NOUN
esrj-106442	71	26	for	for	ADP
esrj-106442	71	27	the	the	DET
esrj-106442	71	28	years	year	NOUN
esrj-106442	71	29	2000	2000	NUM
esrj-106442	71	30	-	-	SYM
esrj-106442	71	31	2001	2001	NUM
esrj-106442	71	32	were	be	AUX
esrj-106442	71	33	used	use	VERB
esrj-106442	71	34	.	.	PUNCT
esrj-106442	72	1	meteorological	meteorological	ADJ
esrj-106442	72	2	parameters	parameter	NOUN
esrj-106442	72	3	were	be	AUX
esrj-106442	72	4	obtained	obtain	VERB
esrj-106442	72	5	from	from	ADP
esrj-106442	72	6	the	the	DET
esrj-106442	72	7	automated	automate	VERB
esrj-106442	72	8	groweather	groweather	NOUN
esrj-106442	72	9	meteorology	meteorology	NOUN
esrj-106442	72	10	station	station	NOUN
esrj-106442	72	11	installed	instal	VERB
esrj-106442	72	12	on	on	ADP
esrj-106442	72	13	the	the	DET
esrj-106442	72	14	shore	shore	NOUN
esrj-106442	72	15	of	of	ADP
esrj-106442	72	16	lake	lake	PROPN
esrj-106442	72	17	eğirdir	eğirdir	PROPN
esrj-106442	72	18	.	.	PUNCT
esrj-106442	73	1	pan	pan	NOUN
esrj-106442	73	2	evaporation	evaporation	NOUN
esrj-106442	73	3	data	datum	NOUN
esrj-106442	73	4	were	be	AUX
esrj-106442	73	5	obtained	obtain	VERB
esrj-106442	73	6	from	from	ADP
esrj-106442	73	7	the	the	DET
esrj-106442	73	8	general	general	ADJ
esrj-106442	73	9	directorate	directorate	NOUN
esrj-106442	73	10	of	of	ADP
esrj-106442	73	11	state	state	NOUN
esrj-106442	73	12	hydraulic	hydraulic	ADJ
esrj-106442	73	13	works	work	NOUN
esrj-106442	73	14	.	.	PUNCT
esrj-106442	74	1	evaporation	evaporation	NOUN
esrj-106442	74	2	is	be	AUX
esrj-106442	74	3	estimated	estimate	VERB
esrj-106442	74	4	using	use	VERB
esrj-106442	74	5	the	the	DET
esrj-106442	74	6	ann	ann	PROPN
esrj-106442	74	7	method	method	NOUN
esrj-106442	74	8	in	in	ADP
esrj-106442	74	9	region	region	NOUN
esrj-106442	74	10	.	.	PUNCT
esrj-106442	75	1	3	3	X
esrj-106442	75	2	.	.	X
esrj-106442	75	3	artificial	artificial	ADJ
esrj-106442	75	4	neural	neural	ADJ
esrj-106442	75	5	network	network	NOUN
esrj-106442	75	6	ann	ann	PROPN
esrj-106442	75	7	consists	consist	VERB
esrj-106442	75	8	of	of	ADP
esrj-106442	75	9	simple	simple	ADJ
esrj-106442	75	10	elements	element	NOUN
esrj-106442	75	11	working	work	VERB
esrj-106442	75	12	in	in	ADP
esrj-106442	75	13	parallel	parallel	NOUN
esrj-106442	75	14	.	.	PUNCT
esrj-106442	76	1	network	network	NOUN
esrj-106442	76	2	functionality	functionality	NOUN
esrj-106442	76	3	is	be	AUX
esrj-106442	76	4	largely	largely	ADV
esrj-106442	76	5	determined	determine	VERB
esrj-106442	76	6	by	by	ADP
esrj-106442	76	7	the	the	DET
esrj-106442	76	8	connections	connection	NOUN
esrj-106442	76	9	between	between	ADP
esrj-106442	76	10	elements	element	NOUN
esrj-106442	76	11	.	.	PUNCT
esrj-106442	77	1	a	a	DET
esrj-106442	77	2	neural	neural	ADJ
esrj-106442	77	3	network	network	NOUN
esrj-106442	77	4	can	can	AUX
esrj-106442	77	5	be	be	AUX
esrj-106442	77	6	trained	train	VERB
esrj-106442	77	7	to	to	PART
esrj-106442	77	8	perform	perform	VERB
esrj-106442	77	9	a	a	DET
esrj-106442	77	10	specific	specific	ADJ
esrj-106442	77	11	function	function	NOUN
esrj-106442	77	12	by	by	ADP
esrj-106442	77	13	adjusting	adjust	VERB
esrj-106442	77	14	the	the	DET
esrj-106442	77	15	values	value	NOUN
esrj-106442	77	16	of	of	ADP
esrj-106442	77	17	the	the	DET
esrj-106442	77	18	connections	connection	NOUN
esrj-106442	77	19	between	between	ADP
esrj-106442	77	20	elements	element	NOUN
esrj-106442	77	21	.	.	PUNCT
esrj-106442	78	1	usually	usually	ADV
esrj-106442	78	2	,	,	PUNCT
esrj-106442	78	3	neural	neural	ADJ
esrj-106442	78	4	networks	network	NOUN
esrj-106442	78	5	are	be	AUX
esrj-106442	78	6	set	set	VERB
esrj-106442	78	7	or	or	CCONJ
esrj-106442	78	8	trained	train	VERB
esrj-106442	78	9	so	so	SCONJ
esrj-106442	78	10	that	that	SCONJ
esrj-106442	78	11	a	a	DET
esrj-106442	78	12	particular	particular	ADJ
esrj-106442	78	13	target	target	NOUN
esrj-106442	78	14	output	output	NOUN
esrj-106442	78	15	.	.	PUNCT
esrj-106442	79	1	the	the	DET
esrj-106442	79	2	network	network	NOUN
esrj-106442	79	3	aims	aim	VERB
esrj-106442	79	4	to	to	PART
esrj-106442	79	5	minimize	minimize	VERB
esrj-106442	79	6	the	the	DET
esrj-106442	79	7	sum	sum	NOUN
esrj-106442	79	8	of	of	ADP
esrj-106442	79	9	the	the	DET
esrj-106442	79	10	squared	square	VERB
esrj-106442	79	11	differences	difference	NOUN
esrj-106442	79	12	between	between	ADP
esrj-106442	79	13	the	the	DET
esrj-106442	79	14	target	target	NOUN
esrj-106442	79	15	and	and	CCONJ
esrj-106442	79	16	output	output	NOUN
esrj-106442	79	17	values	value	NOUN
esrj-106442	79	18	based	base	VERB
esrj-106442	79	19	on	on	ADP
esrj-106442	79	20	the	the	DET
esrj-106442	79	21	comparison	comparison	NOUN
esrj-106442	79	22	of	of	ADP
esrj-106442	79	23	the	the	DET
esrj-106442	79	24	output	output	NOUN
esrj-106442	79	25	and	and	CCONJ
esrj-106442	79	26	target	target	NOUN
esrj-106442	79	27	.	.	PUNCT
esrj-106442	80	1	ann	ann	PROPN
esrj-106442	80	2	uses	use	VERB
esrj-106442	80	3	many	many	ADJ
esrj-106442	80	4	such	such	ADJ
esrj-106442	80	5	input	input	NOUN
esrj-106442	80	6	/	/	SYM
esrj-106442	80	7	target	target	NOUN
esrj-106442	80	8	output	output	NOUN
esrj-106442	80	9	pairs	pair	NOUN
esrj-106442	80	10	to	to	PART
esrj-106442	80	11	train	train	VERB
esrj-106442	80	12	a	a	DET
esrj-106442	80	13	network	network	NOUN
esrj-106442	80	14	.	.	PUNCT
esrj-106442	81	1	collective	collective	ADJ
esrj-106442	81	2	training	training	NOUN
esrj-106442	81	3	of	of	ADP
esrj-106442	81	4	the	the	DET
esrj-106442	81	5	network	network	NOUN
esrj-106442	81	6	proceeds	proceed	NOUN
esrj-106442	81	7	by	by	ADP
esrj-106442	81	8	making	make	VERB
esrj-106442	81	9	weight	weight	NOUN
esrj-106442	81	10	and	and	CCONJ
esrj-106442	81	11	bias	bias	NOUN
esrj-106442	81	12	changes	change	NOUN
esrj-106442	81	13	based	base	VERB
esrj-106442	81	14	on	on	ADP
esrj-106442	81	15	all	all	DET
esrj-106442	81	16	the	the	DET
esrj-106442	81	17	input	input	NOUN
esrj-106442	81	18	vectors	vector	NOUN
esrj-106442	81	19	.	.	PUNCT
esrj-106442	82	1	adaptive	adaptive	ADJ
esrj-106442	82	2	training	training	NOUN
esrj-106442	82	3	changes	change	NOUN
esrj-106442	82	4	the	the	DET
esrj-106442	82	5	weights	weight	NOUN
esrj-106442	82	6	and	and	CCONJ
esrj-106442	82	7	biases	bias	NOUN
esrj-106442	82	8	of	of	ADP
esrj-106442	82	9	a	a	DET
esrj-106442	82	10	network	network	NOUN
esrj-106442	82	11	as	as	SCONJ
esrj-106442	82	12	needed	need	VERB
esrj-106442	82	13	after	after	ADP
esrj-106442	82	14	the	the	DET
esrj-106442	82	15	presentation	presentation	NOUN
esrj-106442	82	16	of	of	ADP
esrj-106442	82	17	each	each	DET
esrj-106442	82	18	input	input	NOUN
esrj-106442	82	19	vector	vector	NOUN
esrj-106442	82	20	.	.	PUNCT
esrj-106442	83	1	neural	neural	ADJ
esrj-106442	83	2	networks	network	NOUN
esrj-106442	83	3	are	be	AUX
esrj-106442	83	4	trained	train	VERB
esrj-106442	83	5	to	to	PART
esrj-106442	83	6	perform	perform	VERB
esrj-106442	83	7	complex	complex	ADJ
esrj-106442	83	8	functions	function	NOUN
esrj-106442	83	9	in	in	ADP
esrj-106442	83	10	a	a	DET
esrj-106442	83	11	variety	variety	NOUN
esrj-106442	83	12	of	of	ADP
esrj-106442	83	13	application	application	NOUN
esrj-106442	83	14	areas	area	NOUN
esrj-106442	83	15	,	,	PUNCT
esrj-106442	83	16	including	include	VERB
esrj-106442	83	17	pattern	pattern	NOUN
esrj-106442	83	18	recognition	recognition	NOUN
esrj-106442	83	19	,	,	PUNCT
esrj-106442	83	20	classification	classification	NOUN
esrj-106442	83	21	,	,	PUNCT
esrj-106442	83	22	speech	speech	NOUN
esrj-106442	83	23	,	,	PUNCT
esrj-106442	83	24	vision	vision	NOUN
esrj-106442	83	25	,	,	PUNCT
esrj-106442	83	26	and	and	CCONJ
esrj-106442	83	27	control	control	NOUN
esrj-106442	83	28	systems	system	NOUN
esrj-106442	83	29	.	.	PUNCT
esrj-106442	84	1	today	today	NOUN
esrj-106442	84	2	,	,	PUNCT
esrj-106442	84	3	neural	neural	ADJ
esrj-106442	84	4	networks	network	NOUN
esrj-106442	84	5	can	can	AUX
esrj-106442	84	6	be	be	AUX
esrj-106442	84	7	trained	train	VERB
esrj-106442	84	8	to	to	PART
esrj-106442	84	9	solve	solve	VERB
esrj-106442	84	10	problems	problem	NOUN
esrj-106442	84	11	that	that	PRON
esrj-106442	84	12	are	be	AUX
esrj-106442	84	13	difficult	difficult	ADJ
esrj-106442	84	14	for	for	ADP
esrj-106442	84	15	traditional	traditional	ADJ
esrj-106442	84	16	computers	computer	NOUN
esrj-106442	84	17	or	or	CCONJ
esrj-106442	84	18	humans	human	NOUN
esrj-106442	84	19	(	(	PUNCT
esrj-106442	84	20	demuth	demuth	NOUN
esrj-106442	84	21	and	and	CCONJ
esrj-106442	84	22	beale	beale	NOUN
esrj-106442	84	23	1998	1998	NUM
esrj-106442	84	24	)	)	PUNCT
esrj-106442	84	25	.	.	PUNCT
esrj-106442	85	1	feed	feed	VERB
esrj-106442	85	2	forward	forward	ADV
esrj-106442	85	3	ann	ann	PROPN
esrj-106442	85	4	models	model	NOUN
esrj-106442	85	5	contain	contain	VERB
esrj-106442	85	6	a	a	DET
esrj-106442	85	7	neuron	neuron	NOUN
esrj-106442	85	8	system	system	NOUN
esrj-106442	85	9	organized	organize	VERB
esrj-106442	85	10	in	in	ADP
esrj-106442	85	11	layers	layer	NOUN
esrj-106442	85	12	.	.	PUNCT
esrj-106442	86	1	there	there	PRON
esrj-106442	86	2	may	may	AUX
esrj-106442	86	3	be	be	AUX
esrj-106442	86	4	one	one	NUM
esrj-106442	86	5	or	or	CCONJ
esrj-106442	86	6	more	more	ADV
esrj-106442	86	7	hidden	hidden	ADJ
esrj-106442	86	8	layers	layer	NOUN
esrj-106442	86	9	between	between	ADP
esrj-106442	86	10	the	the	DET
esrj-106442	86	11	input	input	NOUN
esrj-106442	86	12	and	and	CCONJ
esrj-106442	86	13	output	output	NOUN
esrj-106442	86	14	layers	layer	NOUN
esrj-106442	86	15	.	.	PUNCT
esrj-106442	87	1	neurons	neuron	NOUN
esrj-106442	87	2	in	in	ADP
esrj-106442	87	3	each	each	DET
esrj-106442	87	4	layer	layer	NOUN
esrj-106442	87	5	are	be	AUX
esrj-106442	87	6	connected	connect	VERB
esrj-106442	87	7	to	to	ADP
esrj-106442	87	8	neurons	neuron	NOUN
esrj-106442	87	9	in	in	ADP
esrj-106442	87	10	the	the	DET
esrj-106442	87	11	next	next	ADJ
esrj-106442	87	12	layer	layer	NOUN
esrj-106442	87	13	with	with	ADP
esrj-106442	87	14	weight	weight	NOUN
esrj-106442	87	15	w	w	NOUN
esrj-106442	87	16	that	that	PRON
esrj-106442	87	17	can	can	AUX
esrj-106442	87	18	be	be	AUX
esrj-106442	87	19	adjusted	adjust	VERB
esrj-106442	87	20	during	during	ADP
esrj-106442	87	21	training	training	NOUN
esrj-106442	87	22	.	.	PUNCT
esrj-106442	88	1	a	a	DET
esrj-106442	88	2	data	data	NOUN
esrj-106442	88	3	model	model	NOUN
esrj-106442	88	4	containing	contain	VERB
esrj-106442	88	5	xi	xi	ADP
esrj-106442	88	6	values	value	NOUN
esrj-106442	88	7	presented	present	VERB
esrj-106442	88	8	in	in	ADP
esrj-106442	88	9	input	input	NOUN
esrj-106442	88	10	layer	layer	NOUN
esrj-106442	88	11	i	i	PRON
esrj-106442	88	12	propagates	propagate	VERB
esrj-106442	88	13	over	over	ADP
esrj-106442	88	14	the	the	DET
esrj-106442	88	15	network	network	NOUN
esrj-106442	88	16	to	to	ADP
esrj-106442	88	17	first	first	ADJ
esrj-106442	88	18	hidden	hide	VERB
esrj-106442	88	19	layer	layer	NOUN
esrj-106442	88	20	j.	j.	PROPN
esrj-106442	88	21	each	each	DET
esrj-106442	88	22	hidden	hide	VERB
esrj-106442	88	23	neuron	neuron	NOUN
esrj-106442	88	24	receives	receive	VERB
esrj-106442	88	25	wijxij	wijxij	NOUN
esrj-106442	88	26	weighted	weight	VERB
esrj-106442	88	27	outputs	output	NOUN
esrj-106442	88	28	from	from	ADP
esrj-106442	88	29	neurons	neuron	NOUN
esrj-106442	88	30	in	in	ADP
esrj-106442	88	31	the	the	DET
esrj-106442	88	32	previous	previous	ADJ
esrj-106442	88	33	layer	layer	NOUN
esrj-106442	88	34	.	.	PUNCT
esrj-106442	89	1	these	these	PRON
esrj-106442	89	2	are	be	AUX
esrj-106442	89	3	summed	sum	VERB
esrj-106442	89	4	to	to	PART
esrj-106442	89	5	produce	produce	VERB
esrj-106442	89	6	a	a	DET
esrj-106442	89	7	net	net	ADJ
esrj-106442	89	8	value	value	NOUN
esrj-106442	89	9	that	that	PRON
esrj-106442	89	10	is	be	AUX
esrj-106442	89	11	then	then	ADV
esrj-106442	89	12	converted	convert	VERB
esrj-106442	89	13	to	to	ADP
esrj-106442	89	14	an	an	DET
esrj-106442	89	15	output	output	NOUN
esrj-106442	89	16	value	value	NOUN
esrj-106442	89	17	upon	upon	SCONJ
esrj-106442	89	18	application	application	NOUN
esrj-106442	89	19	of	of	ADP
esrj-106442	89	20	an	an	DET
esrj-106442	89	21	action	action	NOUN
esrj-106442	89	22	function	function	NOUN
esrj-106442	89	23	(	(	PUNCT
esrj-106442	89	24	imrie	imrie	PROPN
esrj-106442	89	25	et	et	PROPN
esrj-106442	89	26	al	al	PROPN
esrj-106442	89	27	.	.	PROPN
esrj-106442	89	28	,	,	PUNCT
esrj-106442	89	29	2000	2000	NUM
esrj-106442	89	30	)	)	PUNCT
esrj-106442	89	31	.	.	PUNCT
esrj-106442	90	1	a	a	DET
esrj-106442	90	2	neuron	neuron	NOUN
esrj-106442	90	3	consists	consist	VERB
esrj-106442	90	4	of	of	ADP
esrj-106442	90	5	multiple	multiple	ADJ
esrj-106442	90	6	inputs	input	NOUN
esrj-106442	90	7	and	and	CCONJ
esrj-106442	90	8	a	a	DET
esrj-106442	90	9	single	single	ADJ
esrj-106442	90	10	output	output	NOUN
esrj-106442	90	11	.	.	PUNCT
esrj-106442	91	1	the	the	DET
esrj-106442	91	2	sum	sum	NOUN
esrj-106442	91	3	of	of	ADP
esrj-106442	91	4	the	the	DET
esrj-106442	91	5	inputs	input	NOUN
esrj-106442	91	6	and	and	CCONJ
esrj-106442	91	7	their	their	PRON
esrj-106442	91	8	weights	weight	NOUN
esrj-106442	91	9	results	result	NOUN
esrj-106442	91	10	in	in	ADP
esrj-106442	91	11	an	an	DET
esrj-106442	91	12	aggregation	aggregation	NOUN
esrj-106442	91	13	operation	operation	NOUN
esrj-106442	91	14	(	(	PUNCT
esrj-106442	91	15	equation	equation	NOUN
esrj-106442	91	16	1	1	NUM
esrj-106442	91	17	)	)	PUNCT
esrj-106442	91	18	.	.	PUNCT
esrj-106442	92	1	(	(	PUNCT
esrj-106442	92	2	1	1	X
esrj-106442	92	3	)	)	PUNCT
esrj-106442	92	4	here	here	ADV
esrj-106442	92	5	,	,	PUNCT
esrj-106442	92	6	wij	wij	PROPN
esrj-106442	92	7	is	be	AUX
esrj-106442	92	8	the	the	DET
esrj-106442	92	9	built	build	VERB
esrj-106442	92	10	-	-	PUNCT
esrj-106442	92	11	in	in	ADP
esrj-106442	92	12	weight	weight	NOUN
esrj-106442	92	13	,	,	PUNCT
esrj-106442	92	14	xij	xij	PROPN
esrj-106442	92	15	is	be	AUX
esrj-106442	92	16	the	the	DET
esrj-106442	92	17	input	input	NOUN
esrj-106442	92	18	value	value	NOUN
esrj-106442	92	19	and	and	CCONJ
esrj-106442	92	20	netj	netj	PROPN
esrj-106442	92	21	is	be	AUX
esrj-106442	92	22	the	the	DET
esrj-106442	92	23	input	input	NOUN
esrj-106442	92	24	value	value	NOUN
esrj-106442	92	25	of	of	ADP
esrj-106442	92	26	a	a	DET
esrj-106442	92	27	node	node	NOUN
esrj-106442	92	28	in	in	ADP
esrj-106442	92	29	the	the	DET
esrj-106442	92	30	layer	layer	NOUN
esrj-106442	92	31	.	.	PUNCT
esrj-106442	93	1	the	the	DET
esrj-106442	93	2	output	output	NOUN
esrj-106442	93	3	of	of	ADP
esrj-106442	93	4	a	a	DET
esrj-106442	93	5	neuron	neuron	NOUN
esrj-106442	93	6	is	be	AUX
esrj-106442	93	7	decided	decide	VERB
esrj-106442	93	8	by	by	ADP
esrj-106442	93	9	an	an	DET
esrj-106442	93	10	activation	activation	NOUN
esrj-106442	93	11	function	function	NOUN
esrj-106442	93	12	.	.	PUNCT
esrj-106442	94	1	step	step	NOUN
esrj-106442	94	2	,	,	PUNCT
esrj-106442	94	3	sigmoid	sigmoid	NOUN
esrj-106442	94	4	,	,	PUNCT
esrj-106442	94	5	threshold	threshold	NOUN
esrj-106442	94	6	,	,	PUNCT
esrj-106442	94	7	linear	linear	PROPN
esrj-106442	94	8	etc	etc	X
esrj-106442	94	9	.	.	X
esrj-106442	94	10	are	be	AUX
esrj-106442	94	11	some	some	DET
esrj-106442	94	12	special	special	ADJ
esrj-106442	94	13	functions	function	NOUN
esrj-106442	94	14	used	use	VERB
esrj-106442	94	15	in	in	ADP
esrj-106442	94	16	ann	ann	PROPN
esrj-106442	94	17	models	model	NOUN
esrj-106442	94	18	.	.	PUNCT
esrj-106442	95	1	the	the	DET
esrj-106442	95	2	commonly	commonly	ADV
esrj-106442	95	3	used	use	VERB
esrj-106442	95	4	sigmoid	sigmoid	NOUN
esrj-106442	95	5	activation	activation	NOUN
esrj-106442	95	6	function	function	VERB
esrj-106442	95	7	f(x	f(x	PROPN
esrj-106442	95	8	)	)	PUNCT
esrj-106442	96	1	,	,	PUNCT
esrj-106442	96	2	is	be	AUX
esrj-106442	96	3	formulated	formulate	VERB
esrj-106442	96	4	by	by	ADP
esrj-106442	96	5	equation	equation	NOUN
esrj-106442	96	6	2	2	NUM
esrj-106442	96	7	.	.	PUNCT
esrj-106442	97	1	(	(	PUNCT
esrj-106442	97	2	2	2	X
esrj-106442	97	3	)	)	PUNCT
esrj-106442	97	4	back	back	ADV
esrj-106442	97	5	propagation	propagation	NOUN
esrj-106442	97	6	learning	learn	VERB
esrj-106442	97	7	algorithm	algorithm	NOUN
esrj-106442	97	8	is	be	AUX
esrj-106442	97	9	one	one	NUM
esrj-106442	97	10	of	of	ADP
esrj-106442	97	11	the	the	DET
esrj-106442	97	12	most	most	ADV
esrj-106442	97	13	important	important	ADJ
esrj-106442	97	14	historical	historical	ADJ
esrj-106442	97	15	developments	development	NOUN
esrj-106442	97	16	in	in	ADP
esrj-106442	97	17	neural	neural	ADJ
esrj-106442	97	18	networks	network	NOUN
esrj-106442	97	19	as	as	SCONJ
esrj-106442	97	20	it	it	PRON
esrj-106442	97	21	allows	allow	VERB
esrj-106442	97	22	modeling	modeling	NOUN
esrj-106442	97	23	and	and	CCONJ
esrj-106442	97	24	processing	processing	NOUN
esrj-106442	97	25	of	of	ADP
esrj-106442	97	26	many	many	ADJ
esrj-106442	97	27	quantitative	quantitative	ADJ
esrj-106442	97	28	phenomena	phenomenon	NOUN
esrj-106442	97	29	in	in	ADP
esrj-106442	97	30	the	the	DET
esrj-106442	97	31	science	science	NOUN
esrj-106442	97	32	and	and	CCONJ
esrj-106442	97	33	engineering	engineering	NOUN
esrj-106442	97	34	area	area	NOUN
esrj-106442	97	35	.	.	PUNCT
esrj-106442	98	1	this	this	DET
esrj-106442	98	2	learning	learning	NOUN
esrj-106442	98	3	algorithm	algorithm	NOUN
esrj-106442	98	4	is	be	AUX
esrj-106442	98	5	applied	apply	VERB
esrj-106442	98	6	to	to	ADP
esrj-106442	98	7	multilayer	multilayer	ADJ
esrj-106442	98	8	feed	feed	NOUN
esrj-106442	98	9	-	-	PUNCT
esrj-106442	98	10	forward	forward	NOUN
esrj-106442	98	11	networks	network	NOUN
esrj-106442	98	12	consisting	consist	VERB
esrj-106442	98	13	of	of	ADP
esrj-106442	98	14	processing	processing	NOUN
esrj-106442	98	15	elements	element	NOUN
esrj-106442	98	16	with	with	ADP
esrj-106442	98	17	continuous	continuous	ADJ
esrj-106442	98	18	and	and	CCONJ
esrj-106442	98	19	differentiable	differentiable	ADJ
esrj-106442	98	20	activation	activation	NOUN
esrj-106442	98	21	functions	function	NOUN
esrj-106442	98	22	.	.	PUNCT
esrj-106442	99	1	such	such	ADJ
esrj-106442	99	2	networks	network	NOUN
esrj-106442	99	3	associated	associate	VERB
esrj-106442	99	4	with	with	ADP
esrj-106442	99	5	the	the	DET
esrj-106442	99	6	back	back	ADJ
esrj-106442	99	7	propagation	propagation	NOUN
esrj-106442	99	8	learning	learn	VERB
esrj-106442	99	9	algorithm	algorithm	NOUN
esrj-106442	99	10	are	be	AUX
esrj-106442	99	11	also	also	ADV
esrj-106442	99	12	called	call	VERB
esrj-106442	99	13	back	back	ADP
esrj-106442	99	14	propagation	propagation	NOUN
esrj-106442	99	15	networks	network	NOUN
esrj-106442	99	16	.	.	PUNCT
esrj-106442	100	1	given	give	VERB
esrj-106442	100	2	a	a	DET
esrj-106442	100	3	training	training	NOUN
esrj-106442	100	4	set	set	NOUN
esrj-106442	100	5	of	of	ADP
esrj-106442	100	6	input	input	NOUN
esrj-106442	100	7	-	-	PUNCT
esrj-106442	100	8	output	output	NOUN
esrj-106442	100	9	pairs	pair	NOUN
esrj-106442	100	10	,	,	PUNCT
esrj-106442	100	11	the	the	DET
esrj-106442	100	12	algorithm	algorithm	NOUN
esrj-106442	100	13	provides	provide	VERB
esrj-106442	100	14	a	a	DET
esrj-106442	100	15	procedure	procedure	NOUN
esrj-106442	100	16	for	for	ADP
esrj-106442	100	17	changing	change	VERB
esrj-106442	100	18	the	the	DET
esrj-106442	100	19	weights	weight	NOUN
esrj-106442	100	20	in	in	ADP
esrj-106442	100	21	a	a	DET
esrj-106442	100	22	backpropagation	backpropagation	NOUN
esrj-106442	100	23	network	network	NOUN
esrj-106442	100	24	to	to	PART
esrj-106442	100	25	correctly	correctly	ADV
esrj-106442	100	26	classify	classify	VERB
esrj-106442	100	27	the	the	DET
esrj-106442	100	28	given	give	VERB
esrj-106442	100	29	input	input	NOUN
esrj-106442	100	30	patterns	pattern	NOUN
esrj-106442	100	31	.	.	PUNCT
esrj-106442	101	1	the	the	DET
esrj-106442	101	2	basis	basis	NOUN
esrj-106442	101	3	of	of	ADP
esrj-106442	101	4	this	this	DET
esrj-106442	101	5	weight	weight	NOUN
esrj-106442	101	6	update	update	NOUN
esrj-106442	101	7	algorithm	algorithm	NOUN
esrj-106442	101	8	is	be	AUX
esrj-106442	101	9	the	the	DET
esrj-106442	101	10	gradient	gradient	ADJ
esrj-106442	101	11	descent	descent	NOUN
esrj-106442	101	12	method	method	NOUN
esrj-106442	101	13	used	use	VERB
esrj-106442	101	14	for	for	ADP
esrj-106442	101	15	simple	simple	ADJ
esrj-106442	101	16	sensors	sensor	NOUN
esrj-106442	101	17	with	with	ADP
esrj-106442	101	18	differentiable	differentiable	ADJ
esrj-106442	101	19	neurons	neuron	NOUN
esrj-106442	101	20	.	.	PUNCT
esrj-106442	102	1	for	for	ADP
esrj-106442	102	2	a	a	DET
esrj-106442	102	3	given	give	VERB
esrj-106442	102	4	input	input	NOUN
esrj-106442	102	5	-	-	PUNCT
esrj-106442	102	6	output	output	NOUN
esrj-106442	102	7	pair	pair	NOUN
esrj-106442	102	8	,	,	PUNCT
esrj-106442	102	9	the	the	DET
esrj-106442	102	10	back	back	ADJ
esrj-106442	102	11	propagation	propagation	NOUN
esrj-106442	102	12	algorithm	algorithm	NOUN
esrj-106442	102	13	performs	perform	VERB
esrj-106442	102	14	two	two	NUM
esrj-106442	102	15	phases	phase	NOUN
esrj-106442	102	16	of	of	ADP
esrj-106442	102	17	the	the	DET
esrj-106442	102	18	data	data	NOUN
esrj-106442	102	19	stream	stream	NOUN
esrj-106442	102	20	.	.	PUNCT
esrj-106442	103	1	first	first	ADV
esrj-106442	103	2	,	,	PUNCT
esrj-106442	103	3	the	the	DET
esrj-106442	103	4	input	input	NOUN
esrj-106442	103	5	pattern	pattern	NOUN
esrj-106442	103	6	propagates	propagate	VERB
esrj-106442	103	7	from	from	ADP
esrj-106442	103	8	the	the	DET
esrj-106442	103	9	input	input	NOUN
esrj-106442	103	10	layer	layer	NOUN
esrj-106442	103	11	to	to	ADP
esrj-106442	103	12	the	the	DET
esrj-106442	103	13	output	output	NOUN
esrj-106442	103	14	layer	layer	NOUN
esrj-106442	103	15	,	,	PUNCT
esrj-106442	103	16	and	and	CCONJ
esrj-106442	103	17	as	as	ADP
esrj-106442	103	18	a	a	DET
esrj-106442	103	19	result	result	NOUN
esrj-106442	103	20	of	of	ADP
esrj-106442	103	21	this	this	DET
esrj-106442	103	22	forward	forward	ADJ
esrj-106442	103	23	flow	flow	NOUN
esrj-106442	103	24	,	,	PUNCT
esrj-106442	103	25	it	it	PRON
esrj-106442	103	26	produces	produce	VERB
esrj-106442	103	27	an	an	DET
esrj-106442	103	28	output	output	NOUN
esrj-106442	103	29	pattern	pattern	NOUN
esrj-106442	103	30	with	with	ADP
esrj-106442	103	31	minimal	minimal	ADJ
esrj-106442	103	32	frame	frame	NOUN
esrj-106442	103	33	differences	difference	NOUN
esrj-106442	103	34	between	between	ADP
esrj-106442	103	35	the	the	DET
esrj-106442	103	36	output	output	NOUN
esrj-106442	103	37	and	and	CCONJ
esrj-106442	103	38	target	target	NOUN
esrj-106442	103	39	data	datum	NOUN
esrj-106442	103	40	.	.	PUNCT
esrj-106442	104	1	then	then	ADV
esrj-106442	104	2	,	,	PUNCT
esrj-106442	104	3	the	the	DET
esrj-106442	104	4	error	error	NOUN
esrj-106442	104	5	signals	signal	NOUN
esrj-106442	104	6	resulting	result	VERB
esrj-106442	104	7	from	from	ADP
esrj-106442	104	8	the	the	DET
esrj-106442	104	9	difference	difference	NOUN
esrj-106442	104	10	between	between	ADP
esrj-106442	104	11	the	the	DET
esrj-106442	104	12	output	output	NOUN
esrj-106442	104	13	pattern	pattern	NOUN
esrj-106442	104	14	and	and	CCONJ
esrj-106442	104	15	the	the	DET
esrj-106442	104	16	actual	actual	ADJ
esrj-106442	104	17	output	output	NOUN
esrj-106442	104	18	are	be	AUX
esrj-106442	104	19	propagated	propagate	VERB
esrj-106442	104	20	back	back	ADV
esrj-106442	104	21	from	from	ADP
esrj-106442	104	22	the	the	DET
esrj-106442	104	23	output	output	NOUN
esrj-106442	104	24	layer	layer	NOUN
esrj-106442	104	25	to	to	ADP
esrj-106442	104	26	the	the	DET
esrj-106442	104	27	previous	previous	ADJ
esrj-106442	104	28	layers	layer	NOUN
esrj-106442	104	29	to	to	PART
esrj-106442	104	30	update	update	VERB
esrj-106442	104	31	their	their	PRON
esrj-106442	104	32	weights	weight	NOUN
esrj-106442	104	33	(	(	PUNCT
esrj-106442	104	34	lin	lin	PROPN
esrj-106442	104	35	and	and	CCONJ
esrj-106442	104	36	lee	lee	PROPN
esrj-106442	104	37	1996	1996	NUM
esrj-106442	104	38	)	)	PUNCT
esrj-106442	104	39	.	.	PUNCT
esrj-106442	105	1	various	various	ADJ
esrj-106442	105	2	ann	ann	PROPN
esrj-106442	105	3	methods	method	NOUN
esrj-106442	105	4	are	be	AUX
esrj-106442	105	5	available	available	ADJ
esrj-106442	105	6	such	such	ADJ
esrj-106442	105	7	as	as	ADP
esrj-106442	105	8	multilayer	multilayer	ADJ
esrj-106442	105	9	perceptron	perceptron	PROPN
esrj-106442	105	10	neural	neural	PROPN
esrj-106442	105	11	networks	network	NOUN
esrj-106442	105	12	(	(	PUNCT
esrj-106442	105	13	kişi	kişi	PROPN
esrj-106442	105	14	and	and	CCONJ
esrj-106442	105	15	afşar	afşar	PROPN
esrj-106442	105	16	,	,	PUNCT
esrj-106442	105	17	2010	2010	NUM
esrj-106442	105	18	)	)	PUNCT
esrj-106442	105	19	and	and	CCONJ
esrj-106442	105	20	radial	radial	ADJ
esrj-106442	105	21	basis	basis	NOUN
esrj-106442	105	22	function	function	NOUN
esrj-106442	105	23	neural	neural	ADJ
esrj-106442	105	24	networks	network	NOUN
esrj-106442	105	25	(	(	PUNCT
esrj-106442	105	26	doğan	doğan	ADJ
esrj-106442	105	27	,	,	PUNCT
esrj-106442	105	28	2020	2020	NUM
esrj-106442	105	29	)	)	PUNCT
esrj-106442	105	30	.	.	PUNCT
esrj-106442	106	1	in	in	ADP
esrj-106442	106	2	complex	complex	ADJ
esrj-106442	106	3	problems	problem	NOUN
esrj-106442	106	4	encountered	encounter	VERB
esrj-106442	106	5	,	,	PUNCT
esrj-106442	106	6	a	a	DET
esrj-106442	106	7	solution	solution	NOUN
esrj-106442	106	8	is	be	AUX
esrj-106442	106	9	sought	seek	VERB
esrj-106442	106	10	for	for	ADP
esrj-106442	106	11	a	a	DET
esrj-106442	106	12	single	single	ADJ
esrj-106442	106	13	problem	problem	NOUN
esrj-106442	106	14	with	with	ADP
esrj-106442	106	15	different	different	ADJ
esrj-106442	106	16	ann	ann	PROPN
esrj-106442	106	17	methods	method	NOUN
esrj-106442	106	18	.	.	PUNCT
esrj-106442	107	1	the	the	DET
esrj-106442	107	2	relationship	relationship	NOUN
esrj-106442	107	3	of	of	ADP
esrj-106442	107	4	the	the	DET
esrj-106442	107	5	obtained	obtain	VERB
esrj-106442	107	6	methods	method	NOUN
esrj-106442	107	7	is	be	AUX
esrj-106442	107	8	examined	examine	VERB
esrj-106442	107	9	(	(	PUNCT
esrj-106442	107	10	kişi	kişi	PROPN
esrj-106442	107	11	and	and	CCONJ
esrj-106442	107	12	afşar	afşar	NOUN
esrj-106442	107	13	,	,	PUNCT
esrj-106442	107	14	2010	2010	NUM
esrj-106442	107	15	)	)	PUNCT
esrj-106442	107	16	.	.	PUNCT
esrj-106442	108	1	4	4	X
esrj-106442	108	2	.	.	X
esrj-106442	108	3	norm	norm	NOUN
esrj-106442	108	4	operation	operation	NOUN
esrj-106442	108	5	the	the	DET
esrj-106442	108	6	norm	norm	NOUN
esrj-106442	108	7	operator	operator	NOUN
esrj-106442	108	8	was	be	AUX
esrj-106442	108	9	applied	apply	VERB
esrj-106442	108	10	to	to	ADP
esrj-106442	108	11	the	the	DET
esrj-106442	108	12	original	original	ADJ
esrj-106442	108	13	input	input	NOUN
esrj-106442	108	14	data	datum	NOUN
esrj-106442	108	15	to	to	PART
esrj-106442	108	16	improve	improve	VERB
esrj-106442	108	17	the	the	DET
esrj-106442	108	18	performance	performance	NOUN
esrj-106442	108	19	of	of	ADP
esrj-106442	108	20	the	the	DET
esrj-106442	108	21	ann	ann	PROPN
esrj-106442	108	22	method	method	NOUN
esrj-106442	108	23	.	.	PUNCT
esrj-106442	109	1	in	in	ADP
esrj-106442	109	2	the	the	DET
esrj-106442	109	3	norm	norm	NOUN
esrj-106442	109	4	operator	operator	NOUN
esrj-106442	109	5	,	,	PUNCT
esrj-106442	109	6	the	the	DET
esrj-106442	109	7	data	datum	NOUN
esrj-106442	109	8	consisting	consist	VERB
esrj-106442	109	9	of	of	ADP
esrj-106442	109	10	two	two	NUM
esrj-106442	109	11	different	different	ADJ
esrj-106442	109	12	parameters	parameter	NOUN
esrj-106442	109	13	are	be	AUX
esrj-106442	109	14	expressed	express	VERB
esrj-106442	109	15	with	with	ADP
esrj-106442	109	16	a	a	DET
esrj-106442	109	17	point	point	NOUN
esrj-106442	109	18	on	on	ADP
esrj-106442	109	19	the	the	DET
esrj-106442	109	20	two	two	NUM
esrj-106442	109	21	-	-	PUNCT
esrj-106442	109	22	dimensional	dimensional	ADJ
esrj-106442	109	23	plane	plane	NOUN
esrj-106442	109	24	and	and	CCONJ
esrj-106442	109	25	the	the	DET
esrj-106442	109	26	distances	distance	NOUN
esrj-106442	109	27	of	of	ADP
esrj-106442	109	28	these	these	DET
esrj-106442	109	29	points	point	NOUN
esrj-106442	109	30	to	to	ADP
esrj-106442	109	31	the	the	DET
esrj-106442	109	32	center	center	NOUN
esrj-106442	109	33	(	(	PUNCT
esrj-106442	109	34	0,0	0,0	NOUN
esrj-106442	109	35	)	)	PUNCT
esrj-106442	109	36	point	point	NOUN
esrj-106442	109	37	are	be	AUX
esrj-106442	109	38	determined	determine	VERB
esrj-106442	109	39	.	.	PUNCT
esrj-106442	110	1	then	then	ADV
esrj-106442	110	2	,	,	PUNCT
esrj-106442	110	3	norm	norm	NOUN
esrj-106442	110	4	-	-	PUNCT
esrj-106442	110	5	ann	ann	PROPN
esrj-106442	110	6	(	(	PUNCT
esrj-106442	110	7	n	n	CCONJ
esrj-106442	110	8	-	-	PUNCT
esrj-106442	110	9	ann	ann	NOUN
esrj-106442	110	10	)	)	PUNCT
esrj-106442	110	11	model	model	NOUN
esrj-106442	110	12	is	be	AUX
esrj-106442	110	13	developed	develop	VERB
esrj-106442	110	14	with	with	ADP
esrj-106442	110	15	the	the	DET
esrj-106442	110	16	new	new	ADJ
esrj-106442	110	17	input	input	NOUN
esrj-106442	110	18	data	datum	NOUN
esrj-106442	110	19	.	.	PUNCT
esrj-106442	111	1	norm	norm	NOUN
esrj-106442	111	2	operator	operator	NOUN
esrj-106442	111	3	:	:	PUNCT
esrj-106442	111	4	let	let	VERB
esrj-106442	111	5	k	k	PROPN
esrj-106442	111	6	denote	denote	VERB
esrj-106442	111	7	the	the	DET
esrj-106442	111	8	field	field	NOUN
esrj-106442	111	9	(	(	PUNCT
esrj-106442	111	10	set	set	NOUN
esrj-106442	111	11	)	)	PUNCT
esrj-106442	111	12	of	of	ADP
esrj-106442	111	13	real	real	ADJ
esrj-106442	111	14	or	or	CCONJ
esrj-106442	111	15	complex	complex	ADJ
esrj-106442	111	16	numbers	number	NOUN
esrj-106442	111	17	and	and	CCONJ
esrj-106442	111	18	let	let	VERB
esrj-106442	111	19	x(x	x(x	PROPN
esrj-106442	111	20	,	,	PUNCT
esrj-106442	111	21	y	y	PROPN
esrj-106442	111	22	)	)	PUNCT
esrj-106442	111	23	be	be	VERB
esrj-106442	111	24	a	a	DET
esrj-106442	111	25	vector	vector	NOUN
esrj-106442	111	26	space	space	NOUN
esrj-106442	111	27	(	(	PUNCT
esrj-106442	111	28	subset	subset	NOUN
esrj-106442	111	29	)	)	PUNCT
esrj-106442	111	30	over	over	ADP
esrj-106442	111	31	the	the	DET
esrj-106442	111	32	field	field	NOUN
esrj-106442	111	33	k	k	VERB
esrj-106442	111	34	expressed	express	VERB
esrj-106442	111	35	by	by	ADP
esrj-106442	111	36	equation	equation	NOUN
esrj-106442	111	37	3	3	NUM
esrj-106442	111	38	.	.	PUNCT
esrj-106442	111	39	(	(	PUNCT
esrj-106442	111	40	3	3	X
esrj-106442	111	41	)	)	PUNCT
esrj-106442	111	42	function	function	NOUN
esrj-106442	111	43	and	and	CCONJ
esrj-106442	111	44	for	for	ADP
esrj-106442	111	45	every	every	DET
esrj-106442	111	46	(	(	PUNCT
esrj-106442	111	47	x	x	X
esrj-106442	111	48	,	,	PUNCT
esrj-106442	111	49	y)∈x	y)∈x	NUM
esrj-106442	111	50	and	and	CCONJ
esrj-106442	111	51	for	for	ADP
esrj-106442	111	52	every	every	DET
esrj-106442	111	53	α∈k	α∈k	NOUN
esrj-106442	111	54	(	(	PUNCT
esrj-106442	111	55	4	4	NUM
esrj-106442	111	56	)	)	PUNCT
esrj-106442	111	57	(	(	PUNCT
esrj-106442	111	58	5	5	NUM
esrj-106442	111	59	)	)	PUNCT
esrj-106442	111	60	(	(	PUNCT
esrj-106442	111	61	6	6	NUM
esrj-106442	111	62	)	)	PUNCT
esrj-106442	111	63	if	if	SCONJ
esrj-106442	111	64	equations	equation	NOUN
esrj-106442	111	65	4	4	NUM
esrj-106442	111	66	,	,	PUNCT
esrj-106442	111	67	5	5	NUM
esrj-106442	111	68	and	and	CCONJ
esrj-106442	111	69	6	6	NUM
esrj-106442	111	70	are	be	AUX
esrj-106442	111	71	satisfied	satisfied	ADJ
esrj-106442	111	72	,	,	PUNCT
esrj-106442	111	73	the	the	DET
esrj-106442	111	74	f	f	PROPN
esrj-106442	111	75	function	function	NOUN
esrj-106442	111	76	is	be	AUX
esrj-106442	111	77	a	a	DET
esrj-106442	111	78	norm	norm	NOUN
esrj-106442	111	79	on	on	ADP
esrj-106442	111	80	the	the	DET
esrj-106442	111	81	vector	vector	NOUN
esrj-106442	111	82	space	space	NOUN
esrj-106442	111	83	x	x	X
esrj-106442	111	84	(	(	PUNCT
esrj-106442	111	85	yıldız	yıldız	PROPN
esrj-106442	111	86	,	,	PUNCT
esrj-106442	111	87	2005	2005	NUM
esrj-106442	111	88	)	)	PUNCT
esrj-106442	111	89	.	.	PUNCT
esrj-106442	112	1	euclidean	euclidean	PROPN
esrj-106442	112	2	norm	norm	NOUN
esrj-106442	112	3	:	:	PUNCT
esrj-106442	112	4	r2	r2	PROPN
esrj-106442	112	5	(	(	PUNCT
esrj-106442	112	6	euclidean	euclidean	ADJ
esrj-106442	112	7	space	space	NOUN
esrj-106442	112	8	)	)	PUNCT
esrj-106442	112	9	is	be	AUX
esrj-106442	112	10	a	a	DET
esrj-106442	112	11	special	special	ADJ
esrj-106442	112	12	vector	vector	NOUN
esrj-106442	112	13	space	space	NOUN
esrj-106442	112	14	.	.	PUNCT
esrj-106442	113	1	the	the	DET
esrj-106442	113	2	norm	norm	NOUN
esrj-106442	113	3	of	of	ADP
esrj-106442	113	4	a	a	DET
esrj-106442	113	5	vector	vector	NOUN
esrj-106442	113	6	𝑋𝑌	𝑋𝑌	PROPN
esrj-106442	113	7	in	in	ADP
esrj-106442	113	8	this	this	DET
esrj-106442	113	9	space	space	NOUN
esrj-106442	113	10	with	with	ADP
esrj-106442	113	11	a	a	DET
esrj-106442	113	12	starting	starting	NOUN
esrj-106442	113	13	point	point	NOUN
esrj-106442	113	14	(	(	PUNCT
esrj-106442	113	15	x1	x1	PROPN
esrj-106442	113	16	,	,	PUNCT
esrj-106442	113	17	x2	x2	PROPN
esrj-106442	113	18	)	)	PUNCT
esrj-106442	113	19	and	and	CCONJ
esrj-106442	113	20	an	an	DET
esrj-106442	113	21	ending	end	VERB
esrj-106442	113	22	point	point	NOUN
esrj-106442	113	23	(	(	PUNCT
esrj-106442	113	24	y1	y1	INTJ
esrj-106442	113	25	,	,	PUNCT
esrj-106442	113	26	y2	y2	PROPN
esrj-106442	113	27	)	)	PUNCT
esrj-106442	113	28	is	be	AUX
esrj-106442	113	29	defined	define	VERB
esrj-106442	113	30	by	by	ADP
esrj-106442	113	31	equation	equation	NOUN
esrj-106442	113	32	8	8	NUM
esrj-106442	113	33	and	and	CCONJ
esrj-106442	113	34	ii	ii	NUM
esrj-106442	113	35	𝑋𝑌	𝑋𝑌	PROPN
esrj-106442	113	36	ii	ii	PROPN
esrj-106442	113	37	(	(	PUNCT
esrj-106442	113	38	stewart	stewart	PROPN
esrj-106442	113	39	,	,	PUNCT
esrj-106442	113	40	2009	2009	NUM
esrj-106442	113	41	)	)	PUNCT
esrj-106442	113	42	.	.	PUNCT
esrj-106442	114	1	(	(	PUNCT
esrj-106442	114	2	7	7	NUM
esrj-106442	114	3	)	)	PUNCT
esrj-106442	114	4	(	(	PUNCT
esrj-106442	114	5	8)	8)	NUM
esrj-106442	114	6	position	position	NOUN
esrj-106442	114	7	vector	vector	NOUN
esrj-106442	114	8	:	:	PUNCT
esrj-106442	114	9	the	the	DET
esrj-106442	114	10	position	position	NOUN
esrj-106442	114	11	vector	vector	NOUN
esrj-106442	114	12	of	of	ADP
esrj-106442	114	13	any	any	DET
esrj-106442	114	14	point	point	NOUN
esrj-106442	114	15	x	x	X
esrj-106442	114	16	in	in	ADP
esrj-106442	114	17	a	a	DET
esrj-106442	114	18	two	two	NUM
esrj-106442	114	19	-	-	PUNCT
esrj-106442	114	20	dimensional	dimensional	ADJ
esrj-106442	114	21	space	space	NOUN
esrj-106442	114	22	is	be	AUX
esrj-106442	114	23	the	the	DET
esrj-106442	114	24	vector	vector	NOUN
esrj-106442	114	25	denoted	denote	VERB
esrj-106442	114	26	by	by	ADP
esrj-106442	114	27	(	(	PUNCT
esrj-106442	114	28	ox	ox	NOUN
esrj-106442	114	29	)	)	PUNCT
esrj-106442	114	30	whose	whose	DET
esrj-106442	114	31	starting	starting	NOUN
esrj-106442	114	32	point	point	NOUN
esrj-106442	114	33	is	be	AUX
esrj-106442	114	34	the	the	DET
esrj-106442	114	35	origin	origin	NOUN
esrj-106442	114	36	(	(	PUNCT
esrj-106442	114	37	0,0	0,0	NOUN
esrj-106442	114	38	)	)	PUNCT
esrj-106442	114	39	and	and	CCONJ
esrj-106442	114	40	the	the	DET
esrj-106442	114	41	end	end	NOUN
esrj-106442	114	42	point	point	NOUN
esrj-106442	114	43	is	be	AUX
esrj-106442	114	44	x(x	x(x	PROPN
esrj-106442	114	45	,	,	PUNCT
esrj-106442	114	46	y	y	NOUN
esrj-106442	114	47	)	)	PUNCT
esrj-106442	114	48	.	.	PUNCT
esrj-106442	115	1	if	if	SCONJ
esrj-106442	115	2	the	the	DET
esrj-106442	115	3	norm	norm	NOUN
esrj-106442	115	4	of	of	ADP
esrj-106442	115	5	this	this	DET
esrj-106442	115	6	vector	vector	NOUN
esrj-106442	115	7	is	be	AUX
esrj-106442	115	8	(	(	PUNCT
esrj-106442	115	9	9	9	NUM
esrj-106442	115	10	)	)	PUNCT
esrj-106442	115	11	(	(	PUNCT
esrj-106442	115	12	10	10	NUM
esrj-106442	115	13	)	)	PUNCT
esrj-106442	115	14	is	be	AUX
esrj-106442	115	15	a	a	DET
esrj-106442	115	16	function	function	NOUN
esrj-106442	115	17	defined	define	VERB
esrj-106442	115	18	by	by	ADP
esrj-106442	115	19	equation	equation	NOUN
esrj-106442	115	20	10	10	NUM
esrj-106442	115	21	(	(	PUNCT
esrj-106442	115	22	stewart	stewart	PROPN
esrj-106442	115	23	,	,	PUNCT
esrj-106442	115	24	2009	2009	NUM
esrj-106442	115	25	)	)	PUNCT
esrj-106442	115	26	.	.	PUNCT
esrj-106442	116	1	in	in	ADP
esrj-106442	116	2	the	the	DET
esrj-106442	116	3	study	study	NOUN
esrj-106442	116	4	,	,	PUNCT
esrj-106442	116	5	each	each	DET
esrj-106442	116	6	data	datum	NOUN
esrj-106442	116	7	with	with	ADP
esrj-106442	116	8	two	two	NUM
esrj-106442	116	9	parameters	parameter	NOUN
esrj-106442	116	10	can	can	AUX
esrj-106442	116	11	be	be	AUX
esrj-106442	116	12	expressed	express	VERB
esrj-106442	116	13	with	with	ADP
esrj-106442	116	14	a	a	DET
esrj-106442	116	15	point	point	NOUN
esrj-106442	116	16	in	in	ADP
esrj-106442	116	17	two	two	NUM
esrj-106442	116	18	-	-	PUNCT
esrj-106442	116	19	dimensional	dimensional	ADJ
esrj-106442	116	20	space	space	NOUN
esrj-106442	116	21	.	.	PUNCT
esrj-106442	117	1	each	each	DET
esrj-106442	117	2	point	point	NOUN
esrj-106442	117	3	expressed	express	VERB
esrj-106442	117	4	by	by	ADP
esrj-106442	117	5	parametric	parametric	ADJ
esrj-106442	117	6	data	datum	NOUN
esrj-106442	117	7	can	can	AUX
esrj-106442	117	8	be	be	AUX
esrj-106442	117	9	mapped	map	VERB
esrj-106442	117	10	exactly	exactly	ADV
esrj-106442	117	11	to	to	ADP
esrj-106442	117	12	a	a	DET
esrj-106442	117	13	position	position	NOUN
esrj-106442	117	14	vector	vector	NOUN
esrj-106442	117	15	in	in	ADP
esrj-106442	117	16	two	two	NUM
esrj-106442	117	17	-	-	PUNCT
esrj-106442	117	18	dimensional	dimensional	ADJ
esrj-106442	117	19	space	space	NOUN
esrj-106442	117	20	.	.	PUNCT
esrj-106442	118	1	the	the	DET
esrj-106442	118	2	norms	norm	NOUN
esrj-106442	118	3	of	of	ADP
esrj-106442	118	4	the	the	DET
esrj-106442	118	5	position	position	NOUN
esrj-106442	118	6	vectors	vector	NOUN
esrj-106442	118	7	obtained	obtain	VERB
esrj-106442	118	8	as	as	ADP
esrj-106442	118	9	a	a	DET
esrj-106442	118	10	result	result	NOUN
esrj-106442	118	11	of	of	ADP
esrj-106442	118	12	this	this	DET
esrj-106442	118	13	match	match	NOUN
esrj-106442	118	14	,	,	PUNCT
esrj-106442	118	15	represent	represent	VERB
esrj-106442	118	16	the	the	DET
esrj-106442	118	17	input	input	NOUN
esrj-106442	118	18	set	set	NOUN
esrj-106442	118	19	of	of	ADP
esrj-106442	118	20	the	the	DET
esrj-106442	118	21	norm	norm	NOUN
esrj-106442	118	22	ann	ann	PROPN
esrj-106442	118	23	model	model	NOUN
esrj-106442	118	24	to	to	PART
esrj-106442	118	25	be	be	AUX
esrj-106442	118	26	created	create	VERB
esrj-106442	118	27	using	use	VERB
esrj-106442	118	28	the	the	DET
esrj-106442	118	29	norm	norm	NOUN
esrj-106442	118	30	operator	operator	NOUN
esrj-106442	118	31	.	.	PUNCT
esrj-106442	119	1	the	the	DET
esrj-106442	119	2	form	form	NOUN
esrj-106442	119	3	of	of	ADP
esrj-106442	119	4	equations	equation	NOUN
esrj-106442	119	5	9	9	NUM
esrj-106442	119	6	and	and	CCONJ
esrj-106442	119	7	10	10	NUM
esrj-106442	119	8	in	in	ADP
esrj-106442	119	9	four	four	NUM
esrj-106442	119	10	-	-	PUNCT
esrj-106442	119	11	dimensional	dimensional	ADJ
esrj-106442	119	12	space	space	NOUN
esrj-106442	119	13	,	,	PUNCT
esrj-106442	119	14	206	206	NUM
esrj-106442	119	15	hale	hale	PROPN
esrj-106442	119	16	eriskin	eriskin	PROPN
esrj-106442	119	17	,	,	PUNCT
esrj-106442	119	18	ozlem	ozlem	NOUN
esrj-106442	119	19	terzi	terzi	NOUN
esrj-106442	119	20	(	(	PUNCT
esrj-106442	119	21	11	11	NUM
esrj-106442	119	22	)	)	PUNCT
esrj-106442	119	23	(	(	PUNCT
esrj-106442	119	24	12	12	NUM
esrj-106442	119	25	)	)	PUNCT
esrj-106442	119	26	are	be	AUX
esrj-106442	119	27	expressed	express	VERB
esrj-106442	119	28	by	by	ADP
esrj-106442	119	29	equations	equation	NOUN
esrj-106442	119	30	11	11	NUM
esrj-106442	119	31	and	and	CCONJ
esrj-106442	119	32	12	12	NUM
esrj-106442	119	33	.	.	PUNCT
esrj-106442	120	1	the	the	DET
esrj-106442	120	2	f	f	PROPN
esrj-106442	120	3	transformations	transformation	NOUN
esrj-106442	120	4	given	give	VERB
esrj-106442	120	5	by	by	ADP
esrj-106442	120	6	equations	equation	NOUN
esrj-106442	120	7	10	10	NUM
esrj-106442	120	8	and	and	CCONJ
esrj-106442	120	9	12	12	NUM
esrj-106442	120	10	satisfy	satisfy	NOUN
esrj-106442	120	11	the	the	DET
esrj-106442	120	12	norm	norm	NOUN
esrj-106442	120	13	operator	operator	NOUN
esrj-106442	120	14	requirements	requirement	NOUN
esrj-106442	120	15	given	give	VERB
esrj-106442	120	16	by	by	ADP
esrj-106442	120	17	equations	equation	NOUN
esrj-106442	120	18	5	5	NUM
esrj-106442	120	19	,	,	PUNCT
esrj-106442	120	20	6	6	NUM
esrj-106442	120	21	and	and	CCONJ
esrj-106442	120	22	7	7	NUM
esrj-106442	120	23	.	.	PUNCT
esrj-106442	121	1	the	the	DET
esrj-106442	121	2	norm	norm	NOUN
esrj-106442	121	3	operation	operation	NOUN
esrj-106442	121	4	is	be	AUX
esrj-106442	121	5	non	non	ADJ
esrj-106442	121	6	-	-	ADJ
esrj-106442	121	7	linear	linear	ADJ
esrj-106442	121	8	because	because	SCONJ
esrj-106442	121	9	it	it	PRON
esrj-106442	121	10	involves	involve	VERB
esrj-106442	121	11	force	force	NOUN
esrj-106442	121	12	.	.	PUNCT
esrj-106442	122	1	for	for	ADP
esrj-106442	122	2	this	this	DET
esrj-106442	122	3	reason	reason	NOUN
esrj-106442	122	4	,	,	PUNCT
esrj-106442	122	5	norm	norm	NOUN
esrj-106442	122	6	calculation	calculation	NOUN
esrj-106442	122	7	after	after	SCONJ
esrj-106442	122	8	normalization	normalization	NOUN
esrj-106442	122	9	process	process	NOUN
esrj-106442	122	10	for	for	ADP
esrj-106442	122	11	all	all	DET
esrj-106442	122	12	data	datum	NOUN
esrj-106442	122	13	will	will	AUX
esrj-106442	122	14	provide	provide	VERB
esrj-106442	122	15	more	more	ADV
esrj-106442	122	16	efficient	efficient	ADJ
esrj-106442	122	17	results	result	NOUN
esrj-106442	122	18	.	.	PUNCT
esrj-106442	123	1	k	k	PROPN
esrj-106442	123	2	in	in	ADP
esrj-106442	123	3	the	the	DET
esrj-106442	123	4	data	data	NOUN
esrj-106442	123	5	group	group	NOUN
esrj-106442	123	6	,	,	PUNCT
esrj-106442	123	7	with	with	ADP
esrj-106442	123	8	the	the	DET
esrj-106442	123	9	maximum	maximum	ADJ
esrj-106442	123	10	value	value	NOUN
esrj-106442	123	11	of	of	ADP
esrj-106442	123	12	the	the	DET
esrj-106442	123	13	fmax	fmax	PROPN
esrj-106442	123	14	data	data	PROPN
esrj-106442	123	15	group	group	NOUN
esrj-106442	123	16	and	and	CCONJ
esrj-106442	123	17	the	the	DET
esrj-106442	123	18	minimum	minimum	ADJ
esrj-106442	123	19	value	value	NOUN
esrj-106442	123	20	of	of	ADP
esrj-106442	123	21	fmin	fmin	NOUN
esrj-106442	123	22	normalization	normalization	NOUN
esrj-106442	123	23	process	process	NOUN
esrj-106442	123	24	for	for	ADP
esrj-106442	123	25	data	datum	NOUN
esrj-106442	123	26	,	,	PUNCT
esrj-106442	123	27	(	(	PUNCT
esrj-106442	123	28	13	13	NUM
esrj-106442	123	29	)	)	PUNCT
esrj-106442	123	30	is	be	AUX
esrj-106442	123	31	defined	define	VERB
esrj-106442	123	32	by	by	ADP
esrj-106442	123	33	equation	equation	NOUN
esrj-106442	123	34	13	13	NUM
esrj-106442	123	35	.	.	PUNCT
esrj-106442	124	1	the	the	DET
esrj-106442	124	2	norm	norm	NOUN
esrj-106442	124	3	operator	operator	NOUN
esrj-106442	124	4	is	be	AUX
esrj-106442	124	5	used	use	VERB
esrj-106442	124	6	in	in	ADP
esrj-106442	124	7	many	many	ADJ
esrj-106442	124	8	applied	apply	VERB
esrj-106442	124	9	areas	area	NOUN
esrj-106442	124	10	(	(	PUNCT
esrj-106442	124	11	koksal	koksal	NOUN
esrj-106442	124	12	et	et	PROPN
esrj-106442	124	13	al	al	PROPN
esrj-106442	124	14	.	.	PROPN
esrj-106442	124	15	,2014	,2014	PUNCT
esrj-106442	124	16	)	)	PUNCT
esrj-106442	124	17	.	.	PUNCT
esrj-106442	125	1	5	5	X
esrj-106442	125	2	.	.	NOUN
esrj-106442	125	3	results	result	NOUN
esrj-106442	125	4	and	and	CCONJ
esrj-106442	125	5	discussion	discussion	NOUN
esrj-106442	125	6	while	while	SCONJ
esrj-106442	125	7	developing	develop	VERB
esrj-106442	125	8	the	the	DET
esrj-106442	125	9	models	model	NOUN
esrj-106442	125	10	,	,	PUNCT
esrj-106442	125	11	random	random	ADJ
esrj-106442	125	12	392	392	NUM
esrj-106442	125	13	(	(	PUNCT
esrj-106442	125	14	80	80	NUM
esrj-106442	125	15	%	%	NOUN
esrj-106442	125	16	)	)	PUNCT
esrj-106442	125	17	of	of	ADP
esrj-106442	125	18	the	the	DET
esrj-106442	125	19	490	490	NUM
esrj-106442	125	20	-	-	PUNCT
esrj-106442	125	21	day	day	NOUN
esrj-106442	125	22	data	datum	NOUN
esrj-106442	125	23	were	be	AUX
esrj-106442	125	24	grouped	group	VERB
esrj-106442	125	25	as	as	ADP
esrj-106442	125	26	training	training	NOUN
esrj-106442	125	27	set	set	NOUN
esrj-106442	125	28	and	and	CCONJ
esrj-106442	125	29	the	the	DET
esrj-106442	125	30	rest	rest	NOUN
esrj-106442	125	31	98	98	NUM
esrj-106442	125	32	(	(	PUNCT
esrj-106442	125	33	20	20	NUM
esrj-106442	125	34	%	%	NOUN
esrj-106442	125	35	)	)	PUNCT
esrj-106442	125	36	as	as	SCONJ
esrj-106442	125	37	test	test	NOUN
esrj-106442	125	38	set	set	VERB
esrj-106442	125	39	.	.	PUNCT
esrj-106442	126	1	in	in	ADP
esrj-106442	126	2	the	the	DET
esrj-106442	126	3	first	first	ADJ
esrj-106442	126	4	part	part	NOUN
esrj-106442	126	5	of	of	ADP
esrj-106442	126	6	the	the	DET
esrj-106442	126	7	study	study	NOUN
esrj-106442	126	8	,	,	PUNCT
esrj-106442	126	9	evaporation	evaporation	NOUN
esrj-106442	126	10	models	model	NOUN
esrj-106442	126	11	from	from	ADP
esrj-106442	126	12	the	the	DET
esrj-106442	126	13	lake	lake	NOUN
esrj-106442	126	14	surface	surface	NOUN
esrj-106442	126	15	were	be	AUX
esrj-106442	126	16	developed	develop	VERB
esrj-106442	126	17	by	by	ADP
esrj-106442	126	18	using	use	VERB
esrj-106442	126	19	the	the	DET
esrj-106442	126	20	measured	measure	VERB
esrj-106442	126	21	original	original	ADJ
esrj-106442	126	22	air	air	NOUN
esrj-106442	126	23	temperature	temperature	NOUN
esrj-106442	126	24	(	(	PUNCT
esrj-106442	126	25	ta	ta	NOUN
esrj-106442	126	26	)	)	PUNCT
esrj-106442	126	27	,	,	PUNCT
esrj-106442	126	28	water	water	NOUN
esrj-106442	126	29	temperature	temperature	NOUN
esrj-106442	126	30	(	(	PUNCT
esrj-106442	126	31	tw	tw	NOUN
esrj-106442	126	32	)	)	PUNCT
esrj-106442	126	33	,	,	PUNCT
esrj-106442	126	34	sunshine	sunshine	NOUN
esrj-106442	126	35	duration	duration	NOUN
esrj-106442	126	36	(	(	PUNCT
esrj-106442	126	37	n	n	CCONJ
esrj-106442	126	38	)	)	PUNCT
esrj-106442	126	39	and	and	CCONJ
esrj-106442	126	40	solar	solar	ADJ
esrj-106442	126	41	radiation	radiation	NOUN
esrj-106442	126	42	(	(	PUNCT
esrj-106442	126	43	rc	rc	PROPN
esrj-106442	126	44	)	)	PUNCT
esrj-106442	126	45	parameters	parameter	NOUN
esrj-106442	126	46	of	of	ADP
esrj-106442	126	47	lake	lake	PROPN
esrj-106442	126	48	eğirdir	eğirdir	NOUN
esrj-106442	126	49	as	as	ADP
esrj-106442	126	50	inputs	input	NOUN
esrj-106442	126	51	in	in	ADP
esrj-106442	126	52	the	the	DET
esrj-106442	126	53	ann	ann	PROPN
esrj-106442	126	54	.	.	PUNCT
esrj-106442	127	1	statistical	statistical	ADJ
esrj-106442	127	2	parameters	parameter	NOUN
esrj-106442	127	3	of	of	ADP
esrj-106442	127	4	the	the	DET
esrj-106442	127	5	best	good	ADJ
esrj-106442	127	6	ann	ann	PROPN
esrj-106442	127	7	models	model	NOUN
esrj-106442	127	8	developed	develop	VERB
esrj-106442	127	9	using	use	VERB
esrj-106442	127	10	tansigmoid	tansigmoid	NOUN
esrj-106442	127	11	transfer	transfer	NOUN
esrj-106442	127	12	function	function	NOUN
esrj-106442	127	13	(	(	PUNCT
esrj-106442	127	14	tansig	tansig	NOUN
esrj-106442	127	15	)	)	PUNCT
esrj-106442	127	16	and	and	CCONJ
esrj-106442	127	17	feed	feed	NOUN
esrj-106442	127	18	-	-	PUNCT
esrj-106442	127	19	forward	forward	NOUN
esrj-106442	127	20	backpropagation	backpropagation	NOUN
esrj-106442	127	21	algorithm	algorithm	NOUN
esrj-106442	127	22	are	be	AUX
esrj-106442	127	23	given	give	VERB
esrj-106442	127	24	in	in	ADP
esrj-106442	127	25	table	table	NOUN
esrj-106442	127	26	1	1	NUM
esrj-106442	127	27	.	.	PUNCT
esrj-106442	127	28	according	accord	VERB
esrj-106442	127	29	to	to	ADP
esrj-106442	127	30	table	table	NOUN
esrj-106442	127	31	1	1	NUM
esrj-106442	127	32	,	,	PUNCT
esrj-106442	127	33	the	the	DET
esrj-106442	127	34	determination	determination	NOUN
esrj-106442	127	35	coefficient	coefficient	NOUN
esrj-106442	127	36	(	(	PUNCT
esrj-106442	127	37	r2	r2	PROPN
esrj-106442	127	38	)	)	PUNCT
esrj-106442	127	39	was	be	AUX
esrj-106442	127	40	calculated	calculate	VERB
esrj-106442	127	41	using	use	VERB
esrj-106442	127	42	equation	equation	NOUN
esrj-106442	127	43	14	14	NUM
esrj-106442	127	44	as	as	ADP
esrj-106442	127	45	0.653	0.653	NUM
esrj-106442	127	46	and	and	CCONJ
esrj-106442	127	47	the	the	DET
esrj-106442	127	48	mean	mean	ADJ
esrj-106442	127	49	square	square	ADJ
esrj-106442	127	50	error	error	NOUN
esrj-106442	127	51	(	(	PUNCT
esrj-106442	127	52	mse	mse	NOUN
esrj-106442	127	53	)	)	PUNCT
esrj-106442	127	54	value	value	NOUN
esrj-106442	127	55	was	be	AUX
esrj-106442	127	56	calculated	calculate	VERB
esrj-106442	127	57	using	use	VERB
esrj-106442	127	58	equation	equation	NOUN
esrj-106442	127	59	15	15	NUM
esrj-106442	127	60	as	as	ADP
esrj-106442	127	61	1.360	1.360	NUM
esrj-106442	127	62	for	for	ADP
esrj-106442	127	63	the	the	DET
esrj-106442	127	64	test	test	NOUN
esrj-106442	127	65	set	set	NOUN
esrj-106442	127	66	of	of	ADP
esrj-106442	127	67	the	the	DET
esrj-106442	127	68	best	good	ADJ
esrj-106442	127	69	ann-1	ann-1	PUNCT
esrj-106442	127	70	model	model	NOUN
esrj-106442	127	71	.	.	PUNCT
esrj-106442	128	1	(	(	PUNCT
esrj-106442	128	2	14	14	NUM
esrj-106442	128	3	)	)	PUNCT
esrj-106442	128	4	(	(	PUNCT
esrj-106442	128	5	15	15	NUM
esrj-106442	128	6	)	)	PUNCT
esrj-106442	128	7	where	where	SCONJ
esrj-106442	128	8	�	�	PROPN
esrj-106442	128	9	�	�	PROPN
esrj-106442	128	10	(	(	PUNCT
esrj-106442	128	11	𝑟𝑒𝑎𝑙	𝑟𝑒𝑎𝑙	ADJ
esrj-106442	128	12	)	)	PUNCT
esrj-106442	128	13	and	and	CCONJ
esrj-106442	128	14	�	�	PROPN
esrj-106442	128	15	�	�	PROPN
esrj-106442	128	16	(	(	PUNCT
esrj-106442	128	17	𝑚𝑜𝑑𝑒𝑙	𝑚𝑜𝑑𝑒𝑙	NOUN
esrj-106442	128	18	)	)	PUNCT
esrj-106442	128	19	are	be	AUX
esrj-106442	128	20	the	the	DET
esrj-106442	128	21	real	real	ADJ
esrj-106442	128	22	and	and	CCONJ
esrj-106442	128	23	estimated	estimated	ADJ
esrj-106442	128	24	values	value	NOUN
esrj-106442	128	25	,	,	PUNCT
esrj-106442	128	26	respectively	respectively	ADV
esrj-106442	128	27	.	.	PUNCT
esrj-106442	129	1	the	the	DET
esrj-106442	129	2	�	�	NOUN
esrj-106442	129	3	𝑎𝑣𝑒𝑟𝑎𝑔𝑒	𝑎𝑣𝑒𝑟𝑎𝑔𝑒	NOUN
esrj-106442	129	4	is	be	AUX
esrj-106442	129	5	the	the	DET
esrj-106442	129	6	arithmetic	arithmetic	ADJ
esrj-106442	129	7	mean	mean	NOUN
esrj-106442	129	8	of	of	ADP
esrj-106442	129	9	the	the	DET
esrj-106442	129	10	real	real	ADJ
esrj-106442	129	11	data	datum	NOUN
esrj-106442	129	12	.	.	PUNCT
esrj-106442	130	1	*	*	PUNCT
esrj-106442	130	2	here	here	ADV
esrj-106442	130	3	the	the	DET
esrj-106442	130	4	values	value	NOUN
esrj-106442	130	5	in	in	ADP
esrj-106442	130	6	the	the	DET
esrj-106442	130	7	brackets	bracket	NOUN
esrj-106442	130	8	are	be	AUX
esrj-106442	130	9	the	the	DET
esrj-106442	130	10	number	number	NOUN
esrj-106442	130	11	of	of	ADP
esrj-106442	130	12	neurons	neuron	NOUN
esrj-106442	130	13	as	as	ADP
esrj-106442	130	14	follow	follow	VERB
esrj-106442	130	15	:	:	PUNCT
esrj-106442	130	16	input	input	NOUN
esrj-106442	130	17	layer	layer	NOUN
esrj-106442	130	18	,	,	PUNCT
esrj-106442	130	19	hidden	hide	VERB
esrj-106442	130	20	layer	layer	NOUN
esrj-106442	130	21	,	,	PUNCT
esrj-106442	130	22	output	output	NOUN
esrj-106442	130	23	layer	layer	NOUN
esrj-106442	130	24	.	.	PUNCT
esrj-106442	131	1	the	the	DET
esrj-106442	131	2	scatter	scatter	NOUN
esrj-106442	131	3	diagrams	diagram	NOUN
esrj-106442	131	4	for	for	ADP
esrj-106442	131	5	the	the	DET
esrj-106442	131	6	training	training	NOUN
esrj-106442	131	7	and	and	CCONJ
esrj-106442	131	8	test	test	NOUN
esrj-106442	131	9	sets	set	NOUN
esrj-106442	131	10	of	of	ADP
esrj-106442	131	11	the	the	DET
esrj-106442	131	12	ann-1	ann-1	DET
esrj-106442	131	13	model	model	NOUN
esrj-106442	131	14	,	,	PUNCT
esrj-106442	131	15	which	which	PRON
esrj-106442	131	16	was	be	AUX
esrj-106442	131	17	chosen	choose	VERB
esrj-106442	131	18	as	as	ADP
esrj-106442	131	19	the	the	DET
esrj-106442	131	20	most	most	ADV
esrj-106442	131	21	suitable	suitable	ADJ
esrj-106442	131	22	model	model	NOUN
esrj-106442	131	23	,	,	PUNCT
esrj-106442	131	24	are	be	AUX
esrj-106442	131	25	given	give	VERB
esrj-106442	131	26	in	in	ADP
esrj-106442	131	27	figures	figure	NOUN
esrj-106442	131	28	2	2	NUM
esrj-106442	131	29	and	and	CCONJ
esrj-106442	131	30	3	3	NUM
esrj-106442	131	31	.	.	PUNCT
esrj-106442	132	1	in	in	ADP
esrj-106442	132	2	the	the	DET
esrj-106442	132	3	second	second	ADJ
esrj-106442	132	4	part	part	NOUN
esrj-106442	132	5	of	of	ADP
esrj-106442	132	6	the	the	DET
esrj-106442	132	7	study	study	NOUN
esrj-106442	132	8	,	,	PUNCT
esrj-106442	132	9	the	the	DET
esrj-106442	132	10	norm	norm	NOUN
esrj-106442	132	11	operator	operator	NOUN
esrj-106442	132	12	was	be	AUX
esrj-106442	132	13	applied	apply	VERB
esrj-106442	132	14	to	to	ADP
esrj-106442	132	15	the	the	DET
esrj-106442	132	16	original	original	ADJ
esrj-106442	132	17	input	input	NOUN
esrj-106442	132	18	parameters	parameter	NOUN
esrj-106442	132	19	to	to	PART
esrj-106442	132	20	improve	improve	VERB
esrj-106442	132	21	the	the	DET
esrj-106442	132	22	performance	performance	NOUN
esrj-106442	132	23	of	of	ADP
esrj-106442	132	24	the	the	DET
esrj-106442	132	25	ann	ann	PROPN
esrj-106442	132	26	models	model	NOUN
esrj-106442	132	27	.	.	PUNCT
esrj-106442	133	1	in	in	ADP
esrj-106442	133	2	order	order	NOUN
esrj-106442	133	3	to	to	PART
esrj-106442	133	4	decide	decide	VERB
esrj-106442	133	5	with	with	ADP
esrj-106442	133	6	which	which	PRON
esrj-106442	133	7	parameters	parameter	NOUN
esrj-106442	133	8	to	to	PART
esrj-106442	133	9	develop	develop	VERB
esrj-106442	133	10	the	the	DET
esrj-106442	133	11	ann	ann	PROPN
esrj-106442	133	12	models	model	NOUN
esrj-106442	133	13	to	to	PART
esrj-106442	133	14	be	be	AUX
esrj-106442	133	15	created	create	VERB
esrj-106442	133	16	using	use	VERB
esrj-106442	133	17	the	the	DET
esrj-106442	133	18	norm	norm	NOUN
esrj-106442	133	19	operator	operator	NOUN
esrj-106442	133	20	,	,	PUNCT
esrj-106442	133	21	firstly	firstly	ADV
esrj-106442	133	22	,	,	PUNCT
esrj-106442	133	23	the	the	DET
esrj-106442	133	24	r2	r2	PROPN
esrj-106442	133	25	values	value	NOUN
esrj-106442	133	26	between	between	ADP
esrj-106442	133	27	the	the	DET
esrj-106442	133	28	input	input	NOUN
esrj-106442	133	29	parameters	parameter	NOUN
esrj-106442	133	30	were	be	AUX
esrj-106442	133	31	calculated	calculate	VERB
esrj-106442	133	32	and	and	CCONJ
esrj-106442	133	33	given	give	VERB
esrj-106442	133	34	in	in	ADP
esrj-106442	133	35	table	table	NOUN
esrj-106442	133	36	2	2	NUM
esrj-106442	133	37	.	.	PUNCT
esrj-106442	133	38	when	when	SCONJ
esrj-106442	133	39	table	table	NOUN
esrj-106442	133	40	2	2	NUM
esrj-106442	133	41	was	be	AUX
esrj-106442	133	42	examined	examine	VERB
esrj-106442	133	43	,	,	PUNCT
esrj-106442	133	44	it	it	PRON
esrj-106442	133	45	was	be	AUX
esrj-106442	133	46	seen	see	VERB
esrj-106442	133	47	that	that	SCONJ
esrj-106442	133	48	the	the	DET
esrj-106442	133	49	highest	high	ADJ
esrj-106442	133	50	correlation	correlation	NOUN
esrj-106442	133	51	was	be	AUX
esrj-106442	133	52	between	between	ADP
esrj-106442	133	53	ta	ta	PROPN
esrj-106442	133	54	and	and	CCONJ
esrj-106442	133	55	tw	tw	PROPN
esrj-106442	133	56	;	;	PUNCT
esrj-106442	133	57	n	n	NUM
esrj-106442	133	58	and	and	CCONJ
esrj-106442	133	59	rc	rc	PROPN
esrj-106442	133	60	parameters	parameter	NOUN
esrj-106442	133	61	.	.	PUNCT
esrj-106442	134	1	based	base	VERB
esrj-106442	134	2	on	on	ADP
esrj-106442	134	3	the	the	DET
esrj-106442	134	4	high	high	ADJ
esrj-106442	134	5	relationship	relationship	NOUN
esrj-106442	134	6	between	between	ADP
esrj-106442	134	7	ta	ta	PROPN
esrj-106442	134	8	and	and	CCONJ
esrj-106442	134	9	tw	tw	PROPN
esrj-106442	134	10	,	,	PUNCT
esrj-106442	134	11	the	the	DET
esrj-106442	134	12	data	datum	NOUN
esrj-106442	134	13	of	of	ADP
esrj-106442	134	14	these	these	DET
esrj-106442	134	15	two	two	NUM
esrj-106442	134	16	parameters	parameter	NOUN
esrj-106442	134	17	were	be	AUX
esrj-106442	134	18	used	use	VERB
esrj-106442	134	19	in	in	ADP
esrj-106442	134	20	the	the	DET
esrj-106442	134	21	norm	norm	NOUN
esrj-106442	134	22	operator	operator	NOUN
esrj-106442	134	23	after	after	ADP
esrj-106442	134	24	normalizing	normalize	VERB
esrj-106442	134	25	.	.	PUNCT
esrj-106442	135	1	in	in	ADP
esrj-106442	135	2	the	the	DET
esrj-106442	135	3	same	same	ADJ
esrj-106442	135	4	way	way	NOUN
esrj-106442	135	5	,	,	PUNCT
esrj-106442	135	6	n	n	PROPN
esrj-106442	135	7	and	and	CCONJ
esrj-106442	135	8	rc	rc	PROPN
esrj-106442	135	9	parameters	parameter	NOUN
esrj-106442	135	10	were	be	AUX
esrj-106442	135	11	also	also	ADV
esrj-106442	135	12	normalized	normalize	VERB
esrj-106442	135	13	and	and	CCONJ
esrj-106442	135	14	the	the	DET
esrj-106442	135	15	norm	norm	NOUN
esrj-106442	135	16	operator	operator	NOUN
esrj-106442	135	17	was	be	AUX
esrj-106442	135	18	applied	apply	VERB
esrj-106442	135	19	.	.	PUNCT
esrj-106442	136	1	based	base	VERB
esrj-106442	136	2	on	on	ADP
esrj-106442	136	3	the	the	DET
esrj-106442	136	4	r2	r2	PROPN
esrj-106442	136	5	values	value	NOUN
esrj-106442	136	6	presented	present	VERB
esrj-106442	136	7	in	in	ADP
esrj-106442	136	8	table	table	NOUN
esrj-106442	136	9	2	2	NUM
esrj-106442	136	10	,	,	PUNCT
esrj-106442	136	11	the	the	DET
esrj-106442	136	12	ta	ta	PROPN
esrj-106442	136	13	and	and	CCONJ
esrj-106442	136	14	tw	tw	PROPN
esrj-106442	136	15	parameters	parameter	NOUN
esrj-106442	136	16	have	have	AUX
esrj-106442	136	17	been	be	AUX
esrj-106442	136	18	selected	select	VERB
esrj-106442	136	19	which	which	PRON
esrj-106442	136	20	were	be	AUX
esrj-106442	136	21	found	find	VERB
esrj-106442	136	22	to	to	PART
esrj-106442	136	23	have	have	VERB
esrj-106442	136	24	a	a	DET
esrj-106442	136	25	strong	strong	ADJ
esrj-106442	136	26	correlation	correlation	NOUN
esrj-106442	136	27	,	,	PUNCT
esrj-106442	136	28	along	along	ADP
esrj-106442	136	29	with	with	ADP
esrj-106442	136	30	the	the	DET
esrj-106442	136	31	n	n	NOUN
esrj-106442	136	32	and	and	CCONJ
esrj-106442	136	33	rc	rc	PROPN
esrj-106442	136	34	parameters	parameter	NOUN
esrj-106442	136	35	,	,	PUNCT
esrj-106442	136	36	for	for	ADP
esrj-106442	136	37	joint	joint	ADJ
esrj-106442	136	38	usage	usage	NOUN
esrj-106442	136	39	in	in	ADP
esrj-106442	136	40	our	our	PRON
esrj-106442	136	41	analysis	analysis	NOUN
esrj-106442	136	42	.	.	PUNCT
esrj-106442	137	1	to	to	PART
esrj-106442	137	2	calculate	calculate	VERB
esrj-106442	137	3	the	the	DET
esrj-106442	137	4	taw	taw	PROPN
esrj-106442	137	5	values	value	NOUN
esrj-106442	137	6	,	,	PUNCT
esrj-106442	137	7	which	which	PRON
esrj-106442	137	8	is	be	AUX
esrj-106442	137	9	the	the	DET
esrj-106442	137	10	norm	norm	NOUN
esrj-106442	137	11	value	value	NOUN
esrj-106442	137	12	obtained	obtain	VERB
esrj-106442	137	13	using	use	VERB
esrj-106442	137	14	ta	ta	PROPN
esrj-106442	137	15	and	and	CCONJ
esrj-106442	137	16	tw	tw	PROPN
esrj-106442	137	17	,	,	PUNCT
esrj-106442	137	18	equations	equation	NOUN
esrj-106442	137	19	(	(	PUNCT
esrj-106442	137	20	9	9	NUM
esrj-106442	137	21	)	)	PUNCT
esrj-106442	137	22	and	and	CCONJ
esrj-106442	137	23	(	(	PUNCT
esrj-106442	137	24	10	10	NUM
esrj-106442	137	25	)	)	PUNCT
esrj-106442	137	26	are	be	AUX
esrj-106442	137	27	utilized	utilize	VERB
esrj-106442	137	28	.	.	PUNCT
esrj-106442	138	1	similarly	similarly	ADV
esrj-106442	138	2	,	,	PUNCT
esrj-106442	138	3	the	the	DET
esrj-106442	138	4	other	other	ADJ
esrj-106442	138	5	norm	norm	NOUN
esrj-106442	138	6	value	value	NOUN
esrj-106442	138	7	called	call	VERB
esrj-106442	138	8	nrc	nrc	PROPN
esrj-106442	138	9	has	have	AUX
esrj-106442	138	10	been	be	AUX
esrj-106442	138	11	calculated	calculate	VERB
esrj-106442	138	12	using	use	VERB
esrj-106442	138	13	n	n	PROPN
esrj-106442	138	14	and	and	CCONJ
esrj-106442	138	15	rc	rc	PROPN
esrj-106442	138	16	data	data	PROPN
esrj-106442	138	17	.	.	PUNCT
esrj-106442	139	1	the	the	DET
esrj-106442	139	2	resulting	result	VERB
esrj-106442	139	3	taw	taw	PROPN
esrj-106442	139	4	and	and	CCONJ
esrj-106442	139	5	nrc	nrc	PROPN
esrj-106442	139	6	values	value	NOUN
esrj-106442	139	7	were	be	AUX
esrj-106442	139	8	incorporated	incorporate	VERB
esrj-106442	139	9	into	into	ADP
esrj-106442	139	10	n	n	CCONJ
esrj-106442	139	11	-	-	PUNCT
esrj-106442	139	12	ann	ann	NOUN
esrj-106442	139	13	models	model	NOUN
esrj-106442	139	14	.	.	PUNCT
esrj-106442	140	1	in	in	ADP
esrj-106442	140	2	addition	addition	NOUN
esrj-106442	140	3	to	to	ADP
esrj-106442	140	4	the	the	DET
esrj-106442	140	5	binary	binary	ADJ
esrj-106442	140	6	combinations	combination	NOUN
esrj-106442	140	7	of	of	ADP
esrj-106442	140	8	the	the	DET
esrj-106442	140	9	parameters	parameter	NOUN
esrj-106442	140	10	,	,	PUNCT
esrj-106442	140	11	the	the	DET
esrj-106442	140	12	four	four	NUM
esrj-106442	140	13	input	input	NOUN
esrj-106442	140	14	parameters	parameter	NOUN
esrj-106442	140	15	were	be	AUX
esrj-106442	140	16	converted	convert	VERB
esrj-106442	140	17	into	into	ADP
esrj-106442	140	18	single	single	ADJ
esrj-106442	140	19	parameters	parameter	NOUN
esrj-106442	140	20	with	with	ADP
esrj-106442	140	21	the	the	DET
esrj-106442	140	22	help	help	NOUN
esrj-106442	140	23	of	of	ADP
esrj-106442	140	24	the	the	DET
esrj-106442	140	25	norm	norm	NOUN
esrj-106442	140	26	operator	operator	NOUN
esrj-106442	140	27	.	.	PUNCT
esrj-106442	141	1	here	here	ADV
esrj-106442	141	2	,	,	PUNCT
esrj-106442	141	3	the	the	DET
esrj-106442	141	4	normalized	normalize	VERB
esrj-106442	141	5	air	air	NOUN
esrj-106442	141	6	temperature	temperature	NOUN
esrj-106442	141	7	(	(	PUNCT
esrj-106442	141	8	ta	ta	NOUN
esrj-106442	141	9	)	)	PUNCT
esrj-106442	141	10	,	,	PUNCT
esrj-106442	141	11	water	water	NOUN
esrj-106442	141	12	temperature	temperature	NOUN
esrj-106442	141	13	(	(	PUNCT
esrj-106442	141	14	tw	tw	NOUN
esrj-106442	141	15	)	)	PUNCT
esrj-106442	141	16	,	,	PUNCT
esrj-106442	141	17	sunshine	sunshine	NOUN
esrj-106442	141	18	duration	duration	NOUN
esrj-106442	141	19	(	(	PUNCT
esrj-106442	141	20	n	n	CCONJ
esrj-106442	141	21	)	)	PUNCT
esrj-106442	141	22	and	and	CCONJ
esrj-106442	141	23	solar	solar	ADJ
esrj-106442	141	24	radiation	radiation	NOUN
esrj-106442	141	25	(	(	PUNCT
esrj-106442	141	26	rc	rc	NOUN
esrj-106442	141	27	)	)	PUNCT
esrj-106442	141	28	values	value	NOUN
esrj-106442	141	29	are	be	AUX
esrj-106442	141	30	called	call	VERB
esrj-106442	141	31	as	as	ADP
esrj-106442	141	32	tnr	tnr	PROPN
esrj-106442	141	33	as	as	ADP
esrj-106442	141	34	domain	domain	NOUN
esrj-106442	141	35	elements	element	NOUN
esrj-106442	141	36	of	of	ADP
esrj-106442	141	37	the	the	DET
esrj-106442	141	38	f	f	PROPN
esrj-106442	141	39	function	function	NOUN
esrj-106442	141	40	defined	define	VERB
esrj-106442	141	41	by	by	ADP
esrj-106442	141	42	equation	equation	NOUN
esrj-106442	141	43	(	(	PUNCT
esrj-106442	141	44	12	12	NUM
esrj-106442	141	45	)	)	PUNCT
esrj-106442	141	46	.	.	PUNCT
esrj-106442	142	1	the	the	DET
esrj-106442	142	2	parameter	parameter	NOUN
esrj-106442	142	3	tnr=	tnr=	PROPN
esrj-106442	142	4	is	be	AUX
esrj-106442	142	5	obtained	obtain	VERB
esrj-106442	142	6	.	.	PUNCT
esrj-106442	143	1	n	n	CCONJ
esrj-106442	143	2	-	-	PUNCT
esrj-106442	143	3	ann	ann	PROPN
esrj-106442	143	4	models	model	NOUN
esrj-106442	143	5	were	be	AUX
esrj-106442	143	6	created	create	VERB
esrj-106442	143	7	by	by	ADP
esrj-106442	143	8	using	use	VERB
esrj-106442	143	9	the	the	DET
esrj-106442	143	10	new	new	ADJ
esrj-106442	143	11	inputs	input	NOUN
esrj-106442	143	12	(	(	PUNCT
esrj-106442	143	13	taw	taw	PROPN
esrj-106442	143	14	and	and	CCONJ
esrj-106442	143	15	nrc	nrc	PROPN
esrj-106442	143	16	)	)	PUNCT
esrj-106442	143	17	to	to	PART
esrj-106442	143	18	which	which	PRON
esrj-106442	143	19	the	the	DET
esrj-106442	143	20	norm	norm	NOUN
esrj-106442	143	21	operator	operator	NOUN
esrj-106442	143	22	was	be	AUX
esrj-106442	143	23	applied	apply	VERB
esrj-106442	143	24	.	.	PUNCT
esrj-106442	144	1	for	for	ADP
esrj-106442	144	2	these	these	DET
esrj-106442	144	3	n	n	NOUN
esrj-106442	144	4	-	-	PUNCT
esrj-106442	144	5	ann	ann	NOUN
esrj-106442	144	6	models	model	NOUN
esrj-106442	144	7	,	,	PUNCT
esrj-106442	144	8	the	the	DET
esrj-106442	144	9	tansigmoid	tansigmoid	NOUN
esrj-106442	144	10	transfer	transfer	NOUN
esrj-106442	144	11	(	(	PUNCT
esrj-106442	144	12	tansig	tansig	NOUN
esrj-106442	144	13	)	)	PUNCT
esrj-106442	144	14	function	function	NOUN
esrj-106442	144	15	and	and	CCONJ
esrj-106442	144	16	feed	feed	NOUN
esrj-106442	144	17	-	-	PUNCT
esrj-106442	144	18	forward	forward	NOUN
esrj-106442	144	19	backpropagation	backpropagation	NOUN
esrj-106442	144	20	algorithm	algorithm	NOUN
esrj-106442	144	21	are	be	AUX
esrj-106442	144	22	used	use	VERB
esrj-106442	144	23	.	.	PUNCT
esrj-106442	145	1	the	the	DET
esrj-106442	145	2	results	result	NOUN
esrj-106442	145	3	of	of	ADP
esrj-106442	145	4	the	the	DET
esrj-106442	145	5	developed	developed	ADJ
esrj-106442	145	6	n	n	CCONJ
esrj-106442	145	7	-	-	PUNCT
esrj-106442	145	8	ann	ann	NOUN
esrj-106442	145	9	models	model	NOUN
esrj-106442	145	10	and	and	CCONJ
esrj-106442	145	11	the	the	DET
esrj-106442	145	12	measured	measured	ADJ
esrj-106442	145	13	pan	pan	NOUN
esrj-106442	145	14	evaporation	evaporation	NOUN
esrj-106442	145	15	values	value	NOUN
esrj-106442	145	16	were	be	AUX
esrj-106442	145	17	compared	compare	VERB
esrj-106442	145	18	and	and	CCONJ
esrj-106442	145	19	the	the	DET
esrj-106442	145	20	r2	r2	PROPN
esrj-106442	145	21	and	and	CCONJ
esrj-106442	145	22	mse	mse	NOUN
esrj-106442	145	23	values	value	NOUN
esrj-106442	145	24	are	be	AUX
esrj-106442	145	25	given	give	VERB
esrj-106442	145	26	in	in	ADP
esrj-106442	145	27	table	table	NOUN
esrj-106442	145	28	3	3	NUM
esrj-106442	145	29	.	.	PUNCT
esrj-106442	146	1	among	among	ADP
esrj-106442	146	2	these	these	DET
esrj-106442	146	3	models	model	NOUN
esrj-106442	146	4	,	,	PUNCT
esrj-106442	146	5	it	it	PRON
esrj-106442	146	6	was	be	AUX
esrj-106442	146	7	seen	see	VERB
esrj-106442	146	8	that	that	SCONJ
esrj-106442	146	9	the	the	DET
esrj-106442	146	10	most	most	ADV
esrj-106442	146	11	suitable	suitable	ADJ
esrj-106442	146	12	model	model	NOUN
esrj-106442	146	13	was	be	AUX
esrj-106442	146	14	the	the	DET
esrj-106442	146	15	n	n	NUM
esrj-106442	146	16	-	-	PUNCT
esrj-106442	146	17	ann-3	ann-3	NOUN
esrj-106442	146	18	model	model	NOUN
esrj-106442	146	19	with	with	ADP
esrj-106442	146	20	an	an	DET
esrj-106442	146	21	r2	r2	NOUN
esrj-106442	146	22	value	value	NOUN
esrj-106442	146	23	of	of	ADP
esrj-106442	146	24	0.722	0.722	NUM
esrj-106442	146	25	and	and	CCONJ
esrj-106442	146	26	an	an	DET
esrj-106442	146	27	mse	mse	NOUN
esrj-106442	146	28	value	value	NOUN
esrj-106442	146	29	of	of	ADP
esrj-106442	146	30	2.314	2.314	NUM
esrj-106442	146	31	for	for	ADP
esrj-106442	146	32	the	the	DET
esrj-106442	146	33	test	test	NOUN
esrj-106442	146	34	set	set	VERB
esrj-106442	146	35	.	.	PUNCT
esrj-106442	147	1	the	the	DET
esrj-106442	147	2	scatter	scatter	NOUN
esrj-106442	147	3	diagrams	diagram	NOUN
esrj-106442	147	4	for	for	ADP
esrj-106442	147	5	the	the	DET
esrj-106442	147	6	training	training	NOUN
esrj-106442	147	7	and	and	CCONJ
esrj-106442	147	8	test	test	NOUN
esrj-106442	147	9	sets	set	NOUN
esrj-106442	147	10	of	of	ADP
esrj-106442	147	11	the	the	DET
esrj-106442	147	12	n	n	NUM
esrj-106442	147	13	-	-	PUNCT
esrj-106442	147	14	ann-3	ann-3	ADJ
esrj-106442	147	15	model	model	NOUN
esrj-106442	147	16	,	,	PUNCT
esrj-106442	147	17	which	which	PRON
esrj-106442	147	18	has	have	VERB
esrj-106442	147	19	two	two	NUM
esrj-106442	147	20	inputs	input	NOUN
esrj-106442	147	21	among	among	ADP
esrj-106442	147	22	n	n	CCONJ
esrj-106442	147	23	-	-	PUNCT
esrj-106442	147	24	ann	ann	NOUN
esrj-106442	147	25	models	model	NOUN
esrj-106442	147	26	,	,	PUNCT
esrj-106442	147	27	are	be	AUX
esrj-106442	147	28	given	give	VERB
esrj-106442	147	29	in	in	ADP
esrj-106442	147	30	figures	figure	NOUN
esrj-106442	147	31	4	4	NUM
esrj-106442	147	32	and	and	CCONJ
esrj-106442	147	33	5	5	NUM
esrj-106442	147	34	.	.	PUNCT
esrj-106442	148	1	finally	finally	ADV
esrj-106442	148	2	,	,	PUNCT
esrj-106442	148	3	the	the	DET
esrj-106442	148	4	n	n	NUM
esrj-106442	148	5	-	-	PUNCT
esrj-106442	148	6	ann-5	ann-5	PRON
esrj-106442	148	7	model	model	NOUN
esrj-106442	148	8	was	be	AUX
esrj-106442	148	9	developed	develop	VERB
esrj-106442	148	10	using	use	VERB
esrj-106442	148	11	four	four	NUM
esrj-106442	148	12	input	input	NOUN
esrj-106442	148	13	parameters	parameter	NOUN
esrj-106442	148	14	(	(	PUNCT
esrj-106442	148	15	ta	ta	PROPN
esrj-106442	148	16	,	,	PUNCT
esrj-106442	148	17	tw	tw	PROPN
esrj-106442	148	18	,	,	PUNCT
esrj-106442	148	19	n	n	CCONJ
esrj-106442	148	20	,	,	PUNCT
esrj-106442	148	21	rc	rc	PROPN
esrj-106442	148	22	)	)	PUNCT
esrj-106442	148	23	,	,	PUNCT
esrj-106442	148	24	the	the	DET
esrj-106442	148	25	image	image	NOUN
esrj-106442	148	26	set	set	VERB
esrj-106442	148	27	elements	element	NOUN
esrj-106442	148	28	of	of	ADP
esrj-106442	148	29	the	the	DET
esrj-106442	148	30	norm	norm	NOUN
esrj-106442	148	31	operator	operator	NOUN
esrj-106442	148	32	g	g	PROPN
esrj-106442	148	33	function	function	NOUN
esrj-106442	148	34	in	in	ADP
esrj-106442	148	35	fourdimensional	fourdimensional	ADJ
esrj-106442	148	36	space	space	NOUN
esrj-106442	148	37	given	give	VERB
esrj-106442	148	38	in	in	ADP
esrj-106442	148	39	equation	equation	NOUN
esrj-106442	148	40	(	(	PUNCT
esrj-106442	148	41	12	12	NUM
esrj-106442	148	42	)	)	PUNCT
esrj-106442	148	43	,	,	PUNCT
esrj-106442	148	44	and	and	CCONJ
esrj-106442	148	45	a	a	DET
esrj-106442	148	46	single	single	ADJ
esrj-106442	148	47	input	input	NOUN
esrj-106442	148	48	parameter	parameter	NOUN
esrj-106442	148	49	.	.	PUNCT
esrj-106442	149	1	the	the	DET
esrj-106442	149	2	r2	r2	PROPN
esrj-106442	149	3	value	value	NOUN
esrj-106442	149	4	for	for	ADP
esrj-106442	149	5	the	the	DET
esrj-106442	149	6	test	test	NOUN
esrj-106442	149	7	set	set	NOUN
esrj-106442	149	8	of	of	ADP
esrj-106442	149	9	this	this	DET
esrj-106442	149	10	model	model	NOUN
esrj-106442	149	11	was	be	AUX
esrj-106442	149	12	0.733	0.733	NUM
esrj-106442	149	13	and	and	CCONJ
esrj-106442	149	14	the	the	DET
esrj-106442	149	15	mse	mse	NOUN
esrj-106442	149	16	value	value	NOUN
esrj-106442	149	17	was	be	AUX
esrj-106442	149	18	2.87	2.87	NUM
esrj-106442	149	19	.	.	PUNCT
esrj-106442	150	1	it	it	PRON
esrj-106442	150	2	has	have	AUX
esrj-106442	150	3	been	be	AUX
esrj-106442	150	4	seen	see	VERB
esrj-106442	150	5	that	that	SCONJ
esrj-106442	150	6	the	the	DET
esrj-106442	150	7	n	n	NUM
esrj-106442	150	8	-	-	PUNCT
esrj-106442	150	9	ann-5	ann-5	PRON
esrj-106442	150	10	model	model	NOUN
esrj-106442	150	11	developed	develop	VERB
esrj-106442	150	12	with	with	ADP
esrj-106442	150	13	a	a	DET
esrj-106442	150	14	single	single	ADJ
esrj-106442	150	15	input	input	NOUN
esrj-106442	150	16	gives	give	VERB
esrj-106442	150	17	similar	similar	ADJ
esrj-106442	150	18	results	result	NOUN
esrj-106442	150	19	to	to	ADP
esrj-106442	150	20	the	the	DET
esrj-106442	150	21	two	two	NUM
esrj-106442	150	22	-	-	PUNCT
esrj-106442	150	23	input	input	NOUN
esrj-106442	150	24	models	model	NOUN
esrj-106442	150	25	,	,	PUNCT
esrj-106442	150	26	and	and	CCONJ
esrj-106442	150	27	the	the	DET
esrj-106442	150	28	scattering	scatter	VERB
esrj-106442	150	29	diagrams	diagram	NOUN
esrj-106442	150	30	are	be	AUX
esrj-106442	150	31	given	give	VERB
esrj-106442	150	32	in	in	ADP
esrj-106442	150	33	figures	figure	NOUN
esrj-106442	150	34	6	6	NUM
esrj-106442	150	35	and	and	CCONJ
esrj-106442	150	36	7	7	NUM
esrj-106442	150	37	.	.	NOUN
esrj-106442	150	38	table	table	NOUN
esrj-106442	150	39	1	1	NUM
esrj-106442	150	40	.	.	PUNCT
esrj-106442	150	41	ann	ann	PROPN
esrj-106442	150	42	model	model	PROPN
esrj-106442	150	43	results	result	VERB
esrj-106442	150	44	model	model	NOUN
esrj-106442	150	45	network	network	NOUN
esrj-106442	150	46	structure	structure	NOUN
esrj-106442	150	47	*	*	PUNCT
esrj-106442	150	48	input	input	NOUN
esrj-106442	150	49	parameters	parameter	NOUN
esrj-106442	150	50	training	train	VERB
esrj-106442	150	51	set	set	NOUN
esrj-106442	150	52	test	test	NOUN
esrj-106442	150	53	set	set	VERB
esrj-106442	150	54	r2	r2	PROPN
esrj-106442	150	55	mse	mse	PROPN
esrj-106442	150	56	r2	r2	PROPN
esrj-106442	150	57	mse	mse	PROPN
esrj-106442	150	58	ann	ann	PROPN
esrj-106442	150	59	-1	-1	PROPN
esrj-106442	150	60	(	(	PUNCT
esrj-106442	150	61	4,8,1	4,8,1	NOUN
esrj-106442	150	62	)	)	PUNCT
esrj-106442	150	63	ta	ta	PROPN
esrj-106442	150	64	,	,	PUNCT
esrj-106442	150	65	tw	tw	PROPN
esrj-106442	150	66	,	,	PUNCT
esrj-106442	150	67	n	n	CCONJ
esrj-106442	150	68	,	,	PUNCT
esrj-106442	150	69	rc	rc	PROPN
esrj-106442	151	1	0.776	0.776	NUM
esrj-106442	151	2	0.665	0.665	NUM
esrj-106442	151	3	0.653	0.653	NUM
esrj-106442	151	4	1.360	1.360	NUM
esrj-106442	151	5	ann	ann	PROPN
esrj-106442	151	6	-2	-2	PROPN
esrj-106442	152	1	(	(	PUNCT
esrj-106442	152	2	4,10,1	4,10,1	NOUN
esrj-106442	152	3	)	)	PUNCT
esrj-106442	152	4	ta	ta	PROPN
esrj-106442	152	5	,	,	PUNCT
esrj-106442	152	6	tw	tw	PROPN
esrj-106442	152	7	,	,	PUNCT
esrj-106442	152	8	n	n	CCONJ
esrj-106442	152	9	,	,	PUNCT
esrj-106442	152	10	rc	rc	PROPN
esrj-106442	152	11	0.762	0.762	NUM
esrj-106442	152	12	0.653	0.653	NUM
esrj-106442	152	13	0.624	0.624	NUM
esrj-106442	152	14	1.853	1.853	NUM
esrj-106442	152	15	ann	ann	X
esrj-106442	152	16	-3	-3	PUNCT
esrj-106442	152	17	(	(	PUNCT
esrj-106442	152	18	4,12,1	4,12,1	NUM
esrj-106442	152	19	)	)	PUNCT
esrj-106442	152	20	ta	ta	PROPN
esrj-106442	152	21	,	,	PUNCT
esrj-106442	152	22	tw	tw	PROPN
esrj-106442	152	23	,	,	PUNCT
esrj-106442	152	24	n	n	CCONJ
esrj-106442	152	25	,	,	PUNCT
esrj-106442	152	26	rc	rc	PROPN
esrj-106442	152	27	0.783	0.783	NUM
esrj-106442	152	28	0.586	0.586	NUM
esrj-106442	152	29	0.626	0.626	NUM
esrj-106442	152	30	1.595	1.595	NUM
esrj-106442	152	31	*	*	PUNCT
esrj-106442	152	32	here	here	ADV
esrj-106442	152	33	the	the	DET
esrj-106442	152	34	values	value	NOUN
esrj-106442	152	35	in	in	ADP
esrj-106442	152	36	the	the	DET
esrj-106442	152	37	brackets	bracket	NOUN
esrj-106442	152	38	are	be	AUX
esrj-106442	152	39	the	the	DET
esrj-106442	152	40	number	number	NOUN
esrj-106442	152	41	of	of	ADP
esrj-106442	152	42	neurons	neuron	NOUN
esrj-106442	152	43	as	as	ADP
esrj-106442	152	44	follow	follow	VERB
esrj-106442	152	45	:	:	PUNCT
esrj-106442	152	46	input	input	NOUN
esrj-106442	152	47	layer	layer	NOUN
esrj-106442	152	48	,	,	PUNCT
esrj-106442	152	49	hidden	hide	VERB
esrj-106442	152	50	layer	layer	NOUN
esrj-106442	152	51	,	,	PUNCT
esrj-106442	152	52	output	output	NOUN
esrj-106442	152	53	layer	layer	NOUN
esrj-106442	152	54	.	.	PUNCT
esrj-106442	153	1	table	table	NOUN
esrj-106442	153	2	2	2	NUM
esrj-106442	153	3	.	.	PUNCT
esrj-106442	154	1	the	the	DET
esrj-106442	154	2	r2	r2	PROPN
esrj-106442	154	3	relationship	relationship	NOUN
esrj-106442	154	4	between	between	ADP
esrj-106442	154	5	parameters	parameter	NOUN
esrj-106442	154	6	r2	r2	PROPN
esrj-106442	154	7	ta	ta	ADP
esrj-106442	154	8	tw	tw	PROPN
esrj-106442	154	9	n	n	PROPN
esrj-106442	154	10	rc	rc	PROPN
esrj-106442	154	11	evap	evap	NOUN
esrj-106442	154	12	.	.	PUNCT
esrj-106442	155	1	ta	ta	ADP
esrj-106442	155	2	1	1	NUM
esrj-106442	155	3	tw	tw	NOUN
esrj-106442	155	4	0.935	0.935	NUM
esrj-106442	155	5	1	1	NUM
esrj-106442	155	6	n	n	NUM
esrj-106442	155	7	0.501	0.501	NUM
esrj-106442	155	8	0.448	0.448	NUM
esrj-106442	155	9	1	1	NUM
esrj-106442	155	10	rc	rc	PROPN
esrj-106442	155	11	0.578	0.578	NUM
esrj-106442	155	12	0.544	0.544	NUM
esrj-106442	155	13	0.795	0.795	NUM
esrj-106442	155	14	1	1	NUM
esrj-106442	155	15	evap	evap	NOUN
esrj-106442	155	16	.	.	PUNCT
esrj-106442	156	1	0.805	0.805	NUM
esrj-106442	156	2	0.797	0.797	NUM
esrj-106442	156	3	0.517	0.517	NUM
esrj-106442	156	4	0.556	0.556	NUM
esrj-106442	156	5	1	1	NUM
esrj-106442	156	6	table	table	NOUN
esrj-106442	156	7	3	3	NUM
esrj-106442	156	8	.	.	PUNCT
esrj-106442	156	9	n	n	CCONJ
esrj-106442	156	10	-	-	PUNCT
esrj-106442	156	11	ann	ann	PROPN
esrj-106442	156	12	model	model	NOUN
esrj-106442	156	13	results	result	VERB
esrj-106442	156	14	model	model	NOUN
esrj-106442	156	15	network	network	NOUN
esrj-106442	156	16	structure	structure	NOUN
esrj-106442	156	17	*	*	PUNCT
esrj-106442	156	18	input	input	NOUN
esrj-106442	156	19	parameters	parameter	NOUN
esrj-106442	156	20	training	train	VERB
esrj-106442	156	21	set	set	NOUN
esrj-106442	156	22	test	test	NOUN
esrj-106442	156	23	set	set	VERB
esrj-106442	156	24	r2	r2	PROPN
esrj-106442	156	25	mse	mse	PROPN
esrj-106442	156	26	r2	r2	PROPN
esrj-106442	156	27	mse	mse	PROPN
esrj-106442	156	28	nann	nann	PROPN
esrj-106442	156	29	-1	-1	PROPN
esrj-106442	156	30	(	(	PUNCT
esrj-106442	156	31	2,8,1	2,8,1	NUM
esrj-106442	156	32	)	)	PUNCT
esrj-106442	156	33	taw	taw	PROPN
esrj-106442	156	34	,	,	PUNCT
esrj-106442	156	35	nrc	nrc	VERB
esrj-106442	156	36	0.777	0.777	NUM
esrj-106442	156	37	0.719	0.719	NUM
esrj-106442	156	38	0.719	0.719	NUM
esrj-106442	156	39	2.642	2.642	NUM
esrj-106442	156	40	nann	nann	NOUN
esrj-106442	156	41	-2	-2	INTJ
esrj-106442	156	42	(	(	PUNCT
esrj-106442	156	43	2,10,1	2,10,1	NOUN
esrj-106442	156	44	)	)	PUNCT
esrj-106442	156	45	taw	taw	PROPN
esrj-106442	156	46	,	,	PUNCT
esrj-106442	156	47	nrc	nrc	VERB
esrj-106442	156	48	0.762	0.762	NUM
esrj-106442	156	49	0.741	0.741	NUM
esrj-106442	156	50	0.646	0.646	NUM
esrj-106442	156	51	2.642	2.642	NUM
esrj-106442	156	52	nann	nann	NOUN
esrj-106442	156	53	-3	-3	PUNCT
esrj-106442	156	54	(	(	PUNCT
esrj-106442	156	55	2,12,1	2,12,1	NUM
esrj-106442	156	56	)	)	PUNCT
esrj-106442	156	57	taw	taw	PROPN
esrj-106442	156	58	,	,	PUNCT
esrj-106442	156	59	nrc	nrc	VERB
esrj-106442	156	60	0.758	0.758	NUM
esrj-106442	156	61	0.782	0.782	NUM
esrj-106442	156	62	0.722	0.722	NUM
esrj-106442	156	63	2.314	2.314	NUM
esrj-106442	156	64	nann	nann	NOUN
esrj-106442	156	65	-4	-4	PUNCT
esrj-106442	156	66	(	(	PUNCT
esrj-106442	156	67	2,13,1	2,13,1	NUM
esrj-106442	156	68	)	)	PUNCT
esrj-106442	156	69	taw	taw	PROPN
esrj-106442	156	70	,	,	PUNCT
esrj-106442	156	71	nrc	nrc	VERB
esrj-106442	156	72	0.771	0.771	NUM
esrj-106442	156	73	0.723	0.723	NUM
esrj-106442	156	74	0.697	0.697	NUM
esrj-106442	156	75	3.313	3.313	NUM
esrj-106442	156	76	nann	nann	NOUN
esrj-106442	156	77	-5	-5	X
esrj-106442	156	78	(	(	PUNCT
esrj-106442	156	79	1,10,1	1,10,1	NOUN
esrj-106442	156	80	)	)	PUNCT
esrj-106442	156	81	tnr	tnr	PROPN
esrj-106442	156	82	0.733	0.733	NUM
esrj-106442	156	83	0.945	0.945	NUM
esrj-106442	156	84	0.715	0.715	NUM
esrj-106442	156	85	2.874	2.874	NUM
esrj-106442	156	86	*	*	PUNCT
esrj-106442	156	87	here	here	ADV
esrj-106442	156	88	the	the	DET
esrj-106442	156	89	values	value	NOUN
esrj-106442	156	90	in	in	ADP
esrj-106442	156	91	the	the	DET
esrj-106442	156	92	brackets	bracket	NOUN
esrj-106442	156	93	are	be	AUX
esrj-106442	156	94	the	the	DET
esrj-106442	156	95	number	number	NOUN
esrj-106442	156	96	of	of	ADP
esrj-106442	156	97	neurons	neuron	NOUN
esrj-106442	156	98	as	as	ADP
esrj-106442	156	99	follow	follow	VERB
esrj-106442	156	100	:	:	PUNCT
esrj-106442	156	101	input	input	NOUN
esrj-106442	156	102	layer	layer	NOUN
esrj-106442	156	103	,	,	PUNCT
esrj-106442	156	104	hidden	hide	VERB
esrj-106442	156	105	layer	layer	NOUN
esrj-106442	156	106	,	,	PUNCT
esrj-106442	156	107	output	output	NOUN
esrj-106442	156	108	layer	layer	NOUN
esrj-106442	156	109	.	.	PUNCT
esrj-106442	157	1	207estimation	207estimation	NUM
esrj-106442	157	2	of	of	ADP
esrj-106442	157	3	evaporation	evaporation	NOUN
esrj-106442	157	4	from	from	ADP
esrj-106442	157	5	the	the	DET
esrj-106442	157	6	water	water	NOUN
esrj-106442	157	7	surface	surface	NOUN
esrj-106442	157	8	using	use	VERB
esrj-106442	157	9	the	the	DET
esrj-106442	157	10	norm	norm	NOUN
esrj-106442	157	11	operator	operator	NOUN
esrj-106442	157	12	figure	figure	NOUN
esrj-106442	157	13	2	2	NUM
esrj-106442	157	14	.	.	PUNCT
esrj-106442	158	1	the	the	DET
esrj-106442	158	2	ann-1	ann-1	PUNCT
esrj-106442	158	3	model	model	NOUN
esrj-106442	158	4	scatter	scatter	NOUN
esrj-106442	158	5	diagram	diagram	NOUN
esrj-106442	158	6	for	for	ADP
esrj-106442	158	7	the	the	DET
esrj-106442	158	8	training	training	NOUN
esrj-106442	158	9	set	set	NOUN
esrj-106442	158	10	figure	figure	NOUN
esrj-106442	158	11	3	3	NUM
esrj-106442	158	12	.	.	PUNCT
esrj-106442	159	1	the	the	DET
esrj-106442	159	2	ann-1	ann-1	PUNCT
esrj-106442	159	3	model	model	NOUN
esrj-106442	159	4	scatter	scatter	NOUN
esrj-106442	159	5	diagram	diagram	NOUN
esrj-106442	159	6	for	for	ADP
esrj-106442	159	7	the	the	DET
esrj-106442	159	8	test	test	NOUN
esrj-106442	159	9	set	set	VERB
esrj-106442	159	10	208	208	NUM
esrj-106442	159	11	hale	hale	PROPN
esrj-106442	159	12	eriskin	eriskin	ADJ
esrj-106442	159	13	,	,	PUNCT
esrj-106442	159	14	ozlem	ozlem	ADJ
esrj-106442	159	15	terzi	terzi	NOUN
esrj-106442	159	16	figure	figure	NOUN
esrj-106442	159	17	4	4	NUM
esrj-106442	159	18	.	.	PUNCT
esrj-106442	160	1	the	the	DET
esrj-106442	160	2	n	n	NUM
esrj-106442	160	3	-	-	PUNCT
esrj-106442	160	4	ann-3	ann-3	ADJ
esrj-106442	160	5	model	model	NOUN
esrj-106442	160	6	scatter	scatter	NOUN
esrj-106442	160	7	diagram	diagram	NOUN
esrj-106442	160	8	for	for	ADP
esrj-106442	160	9	the	the	DET
esrj-106442	160	10	training	training	NOUN
esrj-106442	160	11	set	set	NOUN
esrj-106442	160	12	figure	figure	NOUN
esrj-106442	160	13	5	5	NUM
esrj-106442	160	14	.	.	PUNCT
esrj-106442	161	1	the	the	DET
esrj-106442	161	2	n	n	NUM
esrj-106442	161	3	-	-	PUNCT
esrj-106442	161	4	ann-3	ann-3	ADJ
esrj-106442	161	5	model	model	NOUN
esrj-106442	161	6	scatter	scatter	NOUN
esrj-106442	161	7	diagram	diagram	NOUN
esrj-106442	161	8	for	for	ADP
esrj-106442	161	9	the	the	DET
esrj-106442	161	10	test	test	NOUN
esrj-106442	161	11	set	set	VERB
esrj-106442	161	12	209estimation	209estimation	PROPN
esrj-106442	161	13	of	of	ADP
esrj-106442	161	14	evaporation	evaporation	NOUN
esrj-106442	161	15	from	from	ADP
esrj-106442	161	16	the	the	DET
esrj-106442	161	17	water	water	NOUN
esrj-106442	161	18	surface	surface	NOUN
esrj-106442	161	19	using	use	VERB
esrj-106442	161	20	the	the	DET
esrj-106442	161	21	norm	norm	NOUN
esrj-106442	161	22	operator	operator	NOUN
esrj-106442	161	23	figure	figure	NOUN
esrj-106442	161	24	7	7	NUM
esrj-106442	161	25	.	.	PUNCT
esrj-106442	162	1	the	the	DET
esrj-106442	162	2	n	n	NUM
esrj-106442	162	3	-	-	PUNCT
esrj-106442	162	4	ann-5	ann-5	PRON
esrj-106442	162	5	model	model	NOUN
esrj-106442	162	6	scatter	scatter	NOUN
esrj-106442	162	7	diagram	diagram	NOUN
esrj-106442	162	8	for	for	ADP
esrj-106442	162	9	test	test	NOUN
esrj-106442	162	10	set	set	VERB
esrj-106442	162	11	figure	figure	NOUN
esrj-106442	162	12	6	6	NUM
esrj-106442	162	13	.	.	PUNCT
esrj-106442	163	1	the	the	DET
esrj-106442	163	2	n	n	NUM
esrj-106442	163	3	-	-	PUNCT
esrj-106442	163	4	ann-5	ann-5	PRON
esrj-106442	163	5	model	model	NOUN
esrj-106442	163	6	scatter	scatter	NOUN
esrj-106442	163	7	diagram	diagram	NOUN
esrj-106442	163	8	for	for	ADP
esrj-106442	163	9	training	training	NOUN
esrj-106442	163	10	set	set	VERB
esrj-106442	163	11	210	210	NUM
esrj-106442	163	12	hale	hale	PROPN
esrj-106442	163	13	eriskin	eriskin	PROPN
esrj-106442	163	14	,	,	PUNCT
esrj-106442	163	15	ozlem	ozlem	NOUN
esrj-106442	163	16	terzi	terzi	NOUN
esrj-106442	163	17	6	6	NUM
esrj-106442	163	18	.	.	PUNCT
esrj-106442	164	1	conclusions	conclusion	NOUN
esrj-106442	164	2	determining	determine	VERB
esrj-106442	164	3	the	the	DET
esrj-106442	164	4	amount	amount	NOUN
esrj-106442	164	5	of	of	ADP
esrj-106442	164	6	evaporation	evaporation	NOUN
esrj-106442	164	7	from	from	ADP
esrj-106442	164	8	the	the	DET
esrj-106442	164	9	water	water	NOUN
esrj-106442	164	10	surface	surface	NOUN
esrj-106442	164	11	is	be	AUX
esrj-106442	164	12	very	very	ADV
esrj-106442	164	13	important	important	ADJ
esrj-106442	164	14	in	in	ADP
esrj-106442	164	15	water	water	NOUN
esrj-106442	164	16	planning	planning	NOUN
esrj-106442	164	17	and	and	CCONJ
esrj-106442	164	18	engineering	engineering	NOUN
esrj-106442	164	19	calculations	calculation	NOUN
esrj-106442	164	20	.	.	PUNCT
esrj-106442	165	1	due	due	ADP
esrj-106442	165	2	to	to	ADP
esrj-106442	165	3	the	the	DET
esrj-106442	165	4	variability	variability	NOUN
esrj-106442	165	5	of	of	ADP
esrj-106442	165	6	the	the	DET
esrj-106442	165	7	multitude	multitude	NOUN
esrj-106442	165	8	of	of	ADP
esrj-106442	165	9	effective	effective	ADJ
esrj-106442	165	10	parameters	parameter	NOUN
esrj-106442	165	11	,	,	PUNCT
esrj-106442	165	12	it	it	PRON
esrj-106442	165	13	is	be	AUX
esrj-106442	165	14	laborious	laborious	ADJ
esrj-106442	165	15	and	and	CCONJ
esrj-106442	165	16	difficult	difficult	ADJ
esrj-106442	165	17	to	to	PART
esrj-106442	165	18	determine	determine	VERB
esrj-106442	165	19	the	the	DET
esrj-106442	165	20	amount	amount	NOUN
esrj-106442	165	21	of	of	ADP
esrj-106442	165	22	evaporation	evaporation	NOUN
esrj-106442	165	23	by	by	ADP
esrj-106442	165	24	error	error	NOUN
esrj-106442	165	25	-	-	PUNCT
esrj-106442	165	26	free	free	ADJ
esrj-106442	165	27	and	and	CCONJ
esrj-106442	165	28	algebraic	algebraic	ADJ
esrj-106442	165	29	methods	method	NOUN
esrj-106442	165	30	.	.	PUNCT
esrj-106442	166	1	for	for	ADP
esrj-106442	166	2	this	this	DET
esrj-106442	166	3	reason	reason	NOUN
esrj-106442	166	4	,	,	PUNCT
esrj-106442	166	5	artificial	artificial	ADJ
esrj-106442	166	6	intelligence	intelligence	NOUN
esrj-106442	166	7	methods	method	NOUN
esrj-106442	166	8	,	,	PUNCT
esrj-106442	166	9	which	which	PRON
esrj-106442	166	10	are	be	AUX
esrj-106442	166	11	widely	widely	ADV
esrj-106442	166	12	used	use	VERB
esrj-106442	166	13	in	in	ADP
esrj-106442	166	14	many	many	ADJ
esrj-106442	166	15	fields	field	NOUN
esrj-106442	166	16	recently	recently	ADV
esrj-106442	166	17	,	,	PUNCT
esrj-106442	166	18	are	be	AUX
esrj-106442	166	19	preferred	prefer	VERB
esrj-106442	166	20	instead	instead	ADV
esrj-106442	166	21	of	of	ADP
esrj-106442	166	22	direct	direct	ADJ
esrj-106442	166	23	measurement	measurement	NOUN
esrj-106442	166	24	methods	method	NOUN
esrj-106442	166	25	and	and	CCONJ
esrj-106442	166	26	empirical	empirical	ADJ
esrj-106442	166	27	relations	relation	NOUN
esrj-106442	166	28	,	,	PUNCT
esrj-106442	166	29	which	which	PRON
esrj-106442	166	30	are	be	AUX
esrj-106442	166	31	difficult	difficult	ADJ
esrj-106442	166	32	.	.	PUNCT
esrj-106442	167	1	ann	ann	PROPN
esrj-106442	167	2	,	,	PUNCT
esrj-106442	167	3	one	one	NUM
esrj-106442	167	4	of	of	ADP
esrj-106442	167	5	the	the	DET
esrj-106442	167	6	artificial	artificial	ADJ
esrj-106442	167	7	intelligence	intelligence	NOUN
esrj-106442	167	8	methods	method	NOUN
esrj-106442	167	9	,	,	PUNCT
esrj-106442	167	10	is	be	AUX
esrj-106442	167	11	one	one	NUM
esrj-106442	167	12	of	of	ADP
esrj-106442	167	13	the	the	DET
esrj-106442	167	14	most	most	ADV
esrj-106442	167	15	frequently	frequently	ADV
esrj-106442	167	16	used	use	VERB
esrj-106442	167	17	methods	method	NOUN
esrj-106442	167	18	in	in	ADP
esrj-106442	167	19	the	the	DET
esrj-106442	167	20	field	field	NOUN
esrj-106442	167	21	of	of	ADP
esrj-106442	167	22	hydrology	hydrology	NOUN
esrj-106442	167	23	.	.	PUNCT
esrj-106442	168	1	in	in	ADP
esrj-106442	168	2	this	this	DET
esrj-106442	168	3	study	study	NOUN
esrj-106442	168	4	,	,	PUNCT
esrj-106442	168	5	ann	ann	PROPN
esrj-106442	168	6	models	model	NOUN
esrj-106442	168	7	were	be	AUX
esrj-106442	168	8	created	create	VERB
esrj-106442	168	9	to	to	PART
esrj-106442	168	10	estimate	estimate	VERB
esrj-106442	168	11	the	the	DET
esrj-106442	168	12	amount	amount	NOUN
esrj-106442	168	13	of	of	ADP
esrj-106442	168	14	evaporation	evaporation	NOUN
esrj-106442	168	15	from	from	ADP
esrj-106442	168	16	lake	lake	NOUN
esrj-106442	168	17	eğirdir	eğirdir	NOUN
esrj-106442	168	18	using	use	VERB
esrj-106442	168	19	the	the	DET
esrj-106442	168	20	parameters	parameter	NOUN
esrj-106442	168	21	of	of	ADP
esrj-106442	168	22	air	air	NOUN
esrj-106442	168	23	temperature	temperature	NOUN
esrj-106442	168	24	(	(	PUNCT
esrj-106442	168	25	ta	ta	NOUN
esrj-106442	168	26	)	)	PUNCT
esrj-106442	168	27	,	,	PUNCT
esrj-106442	168	28	water	water	NOUN
esrj-106442	168	29	temperature	temperature	NOUN
esrj-106442	168	30	(	(	PUNCT
esrj-106442	168	31	tw	tw	NOUN
esrj-106442	168	32	)	)	PUNCT
esrj-106442	168	33	,	,	PUNCT
esrj-106442	168	34	sunshine	sunshine	NOUN
esrj-106442	168	35	duration	duration	NOUN
esrj-106442	168	36	(	(	PUNCT
esrj-106442	168	37	n	n	CCONJ
esrj-106442	168	38	)	)	PUNCT
esrj-106442	168	39	and	and	CCONJ
esrj-106442	168	40	solar	solar	ADJ
esrj-106442	168	41	radiation	radiation	NOUN
esrj-106442	168	42	(	(	PUNCT
esrj-106442	168	43	rc	rc	PROPN
esrj-106442	168	44	)	)	PUNCT
esrj-106442	168	45	.	.	PUNCT
esrj-106442	169	1	the	the	DET
esrj-106442	169	2	original	original	ADJ
esrj-106442	169	3	ta	ta	PROPN
esrj-106442	169	4	,	,	PUNCT
esrj-106442	169	5	tw	tw	PROPN
esrj-106442	169	6	,	,	PUNCT
esrj-106442	169	7	n	n	PROPN
esrj-106442	169	8	and	and	CCONJ
esrj-106442	169	9	rc	rc	PROPN
esrj-106442	169	10	parameters	parameter	NOUN
esrj-106442	169	11	were	be	AUX
esrj-106442	169	12	first	first	ADV
esrj-106442	169	13	used	use	VERB
esrj-106442	169	14	to	to	PART
esrj-106442	169	15	develop	develop	VERB
esrj-106442	169	16	models	model	NOUN
esrj-106442	169	17	with	with	ADP
esrj-106442	169	18	ann	ann	PROPN
esrj-106442	169	19	.	.	PUNCT
esrj-106442	170	1	then	then	ADV
esrj-106442	170	2	,	,	PUNCT
esrj-106442	170	3	by	by	ADP
esrj-106442	170	4	looking	look	VERB
esrj-106442	170	5	at	at	ADP
esrj-106442	170	6	the	the	DET
esrj-106442	170	7	correlations	correlation	NOUN
esrj-106442	170	8	of	of	ADP
esrj-106442	170	9	these	these	DET
esrj-106442	170	10	input	input	NOUN
esrj-106442	170	11	parameters	parameter	NOUN
esrj-106442	170	12	,	,	PUNCT
esrj-106442	170	13	the	the	DET
esrj-106442	170	14	related	related	ADJ
esrj-106442	170	15	parameters	parameter	NOUN
esrj-106442	170	16	were	be	AUX
esrj-106442	170	17	determined	determine	VERB
esrj-106442	170	18	and	and	CCONJ
esrj-106442	170	19	after	after	ADP
esrj-106442	170	20	normalization	normalization	NOUN
esrj-106442	170	21	,	,	PUNCT
esrj-106442	170	22	the	the	DET
esrj-106442	170	23	norm	norm	NOUN
esrj-106442	170	24	operator	operator	NOUN
esrj-106442	170	25	was	be	AUX
esrj-106442	170	26	applied	apply	VERB
esrj-106442	170	27	to	to	ADP
esrj-106442	170	28	the	the	DET
esrj-106442	170	29	related	relate	VERB
esrj-106442	170	30	parameters	parameter	NOUN
esrj-106442	170	31	.	.	PUNCT
esrj-106442	171	1	after	after	ADP
esrj-106442	171	2	determining	determine	VERB
esrj-106442	171	3	the	the	DET
esrj-106442	171	4	related	related	ADJ
esrj-106442	171	5	parameters	parameter	NOUN
esrj-106442	171	6	ta	ta	ADP
esrj-106442	171	7	-	-	PUNCT
esrj-106442	171	8	ts	ts	NOUN
esrj-106442	171	9	and	and	CCONJ
esrj-106442	171	10	n	n	CCONJ
esrj-106442	171	11	-	-	PUNCT
esrj-106442	171	12	rc	rc	PROPN
esrj-106442	171	13	,	,	PUNCT
esrj-106442	171	14	each	each	DET
esrj-106442	171	15	value	value	NOUN
esrj-106442	171	16	is	be	AUX
esrj-106442	171	17	expressed	express	VERB
esrj-106442	171	18	as	as	ADP
esrj-106442	171	19	a	a	DET
esrj-106442	171	20	vector	vector	NOUN
esrj-106442	171	21	and	and	CCONJ
esrj-106442	171	22	the	the	DET
esrj-106442	171	23	lengths	length	NOUN
esrj-106442	171	24	of	of	ADP
esrj-106442	171	25	these	these	DET
esrj-106442	171	26	vectors	vector	NOUN
esrj-106442	171	27	are	be	AUX
esrj-106442	171	28	used	use	VERB
esrj-106442	171	29	as	as	ADP
esrj-106442	171	30	new	new	ADJ
esrj-106442	171	31	input	input	NOUN
esrj-106442	171	32	parameters	parameter	NOUN
esrj-106442	171	33	to	to	PART
esrj-106442	171	34	develop	develop	VERB
esrj-106442	171	35	n	n	CCONJ
esrj-106442	171	36	-	-	PUNCT
esrj-106442	171	37	ann	ann	NOUN
esrj-106442	171	38	models	model	NOUN
esrj-106442	171	39	.	.	PUNCT
esrj-106442	172	1	in	in	ADP
esrj-106442	172	2	addition	addition	NOUN
esrj-106442	172	3	,	,	PUNCT
esrj-106442	172	4	a	a	DET
esrj-106442	172	5	model	model	NOUN
esrj-106442	172	6	was	be	AUX
esrj-106442	172	7	developed	develop	VERB
esrj-106442	172	8	by	by	ADP
esrj-106442	172	9	transforming	transform	VERB
esrj-106442	172	10	these	these	DET
esrj-106442	172	11	four	four	NUM
esrj-106442	172	12	parameters	parameter	NOUN
esrj-106442	172	13	into	into	ADP
esrj-106442	172	14	a	a	DET
esrj-106442	172	15	single	single	ADJ
esrj-106442	172	16	input	input	NOUN
esrj-106442	172	17	parameter	parameter	NOUN
esrj-106442	172	18	with	with	ADP
esrj-106442	172	19	the	the	DET
esrj-106442	172	20	norm	norm	NOUN
esrj-106442	172	21	function	function	NOUN
esrj-106442	172	22	and	and	CCONJ
esrj-106442	172	23	it	it	PRON
esrj-106442	172	24	was	be	AUX
esrj-106442	172	25	seen	see	VERB
esrj-106442	172	26	that	that	SCONJ
esrj-106442	172	27	it	it	PRON
esrj-106442	172	28	could	could	AUX
esrj-106442	172	29	be	be	AUX
esrj-106442	172	30	applied	apply	VERB
esrj-106442	172	31	to	to	ADP
esrj-106442	172	32	higher	high	ADJ
esrj-106442	172	33	dimensional	dimensional	ADJ
esrj-106442	172	34	data	datum	NOUN
esrj-106442	172	35	groups	group	NOUN
esrj-106442	172	36	.	.	PUNCT
esrj-106442	173	1	when	when	SCONJ
esrj-106442	173	2	the	the	DET
esrj-106442	173	3	developed	develop	VERB
esrj-106442	173	4	models	model	NOUN
esrj-106442	173	5	are	be	AUX
esrj-106442	173	6	compared	compare	VERB
esrj-106442	173	7	,	,	PUNCT
esrj-106442	173	8	it	it	PRON
esrj-106442	173	9	is	be	AUX
esrj-106442	173	10	seen	see	VERB
esrj-106442	173	11	that	that	SCONJ
esrj-106442	173	12	the	the	DET
esrj-106442	173	13	n	n	CCONJ
esrj-106442	173	14	-	-	PUNCT
esrj-106442	173	15	ann	ann	PROPN
esrj-106442	173	16	models	model	NOUN
esrj-106442	173	17	developed	develop	VERB
esrj-106442	173	18	with	with	ADP
esrj-106442	173	19	the	the	DET
esrj-106442	173	20	input	input	NOUN
esrj-106442	173	21	parameters	parameter	NOUN
esrj-106442	173	22	obtained	obtain	VERB
esrj-106442	173	23	after	after	ADP
esrj-106442	173	24	applying	apply	VERB
esrj-106442	173	25	the	the	DET
esrj-106442	173	26	norm	norm	NOUN
esrj-106442	173	27	operator	operator	NOUN
esrj-106442	173	28	gave	give	VERB
esrj-106442	173	29	more	more	ADV
esrj-106442	173	30	appropriate	appropriate	ADJ
esrj-106442	173	31	results	result	NOUN
esrj-106442	173	32	.	.	PUNCT
esrj-106442	174	1	in	in	ADP
esrj-106442	174	2	the	the	DET
esrj-106442	174	3	study	study	NOUN
esrj-106442	174	4	,	,	PUNCT
esrj-106442	174	5	the	the	DET
esrj-106442	174	6	norm	norm	NOUN
esrj-106442	174	7	operator	operator	NOUN
esrj-106442	174	8	was	be	AUX
esrj-106442	174	9	used	use	VERB
esrj-106442	174	10	as	as	ADP
esrj-106442	174	11	a	a	DET
esrj-106442	174	12	new	new	ADJ
esrj-106442	174	13	method	method	NOUN
esrj-106442	174	14	for	for	ADP
esrj-106442	174	15	data	datum	NOUN
esrj-106442	174	16	editing	edit	VERB
esrj-106442	174	17	in	in	ADP
esrj-106442	174	18	evaporation	evaporation	NOUN
esrj-106442	174	19	estimation	estimation	NOUN
esrj-106442	174	20	.	.	PUNCT
esrj-106442	175	1	when	when	SCONJ
esrj-106442	175	2	the	the	DET
esrj-106442	175	3	literature	literature	NOUN
esrj-106442	175	4	is	be	AUX
esrj-106442	175	5	examined	examine	VERB
esrj-106442	175	6	,	,	PUNCT
esrj-106442	175	7	it	it	PRON
esrj-106442	175	8	has	have	AUX
esrj-106442	175	9	been	be	AUX
esrj-106442	175	10	seen	see	VERB
esrj-106442	175	11	that	that	SCONJ
esrj-106442	175	12	ann	ann	PROPN
esrj-106442	175	13	is	be	AUX
esrj-106442	175	14	frequently	frequently	ADV
esrj-106442	175	15	used	use	VERB
esrj-106442	175	16	for	for	ADP
esrj-106442	175	17	evaporation	evaporation	NOUN
esrj-106442	175	18	estimation	estimation	NOUN
esrj-106442	175	19	.	.	PUNCT
esrj-106442	176	1	it	it	PRON
esrj-106442	176	2	is	be	AUX
esrj-106442	176	3	thought	think	VERB
esrj-106442	176	4	that	that	SCONJ
esrj-106442	176	5	converting	convert	VERB
esrj-106442	176	6	multi	multi	ADJ
esrj-106442	176	7	-	-	ADJ
esrj-106442	176	8	parameter	parameter	ADJ
esrj-106442	176	9	data	datum	NOUN
esrj-106442	176	10	to	to	ADP
esrj-106442	176	11	real	real	ADJ
esrj-106442	176	12	values	value	NOUN
esrj-106442	176	13	with	with	ADP
esrj-106442	176	14	the	the	DET
esrj-106442	176	15	norm	norm	NOUN
esrj-106442	176	16	operator	operator	NOUN
esrj-106442	176	17	and	and	CCONJ
esrj-106442	176	18	using	use	VERB
esrj-106442	176	19	it	it	PRON
esrj-106442	176	20	in	in	ADP
esrj-106442	176	21	ann	ann	PROPN
esrj-106442	176	22	will	will	AUX
esrj-106442	176	23	contribute	contribute	VERB
esrj-106442	176	24	to	to	ADP
esrj-106442	176	25	the	the	DET
esrj-106442	176	26	literature	literature	NOUN
esrj-106442	176	27	in	in	ADP
esrj-106442	176	28	data	datum	NOUN
esrj-106442	176	29	editing	editing	NOUN
esrj-106442	176	30	and	and	CCONJ
esrj-106442	176	31	pre	pre	ADJ
esrj-106442	176	32	-	-	ADJ
esrj-106442	176	33	processing	processing	NOUN
esrj-106442	176	34	.	.	PUNCT
esrj-106442	177	1	thus	thus	ADV
esrj-106442	177	2	,	,	PUNCT
esrj-106442	177	3	it	it	PRON
esrj-106442	177	4	has	have	AUX
esrj-106442	177	5	been	be	AUX
esrj-106442	177	6	seen	see	VERB
esrj-106442	177	7	that	that	SCONJ
esrj-106442	177	8	modeling	modeling	NOUN
esrj-106442	177	9	with	with	ADP
esrj-106442	177	10	the	the	DET
esrj-106442	177	11	norm	norm	NOUN
esrj-106442	177	12	operator	operator	NOUN
esrj-106442	177	13	contributes	contribute	VERB
esrj-106442	177	14	to	to	ADP
esrj-106442	177	15	more	more	ADV
esrj-106442	177	16	accurate	accurate	ADJ
esrj-106442	177	17	estimation	estimation	NOUN
esrj-106442	177	18	.	.	PUNCT
esrj-106442	178	1	for	for	ADP
esrj-106442	178	2	future	future	ADJ
esrj-106442	178	3	studies	study	NOUN
esrj-106442	178	4	,	,	PUNCT
esrj-106442	178	5	it	it	PRON
esrj-106442	178	6	is	be	AUX
esrj-106442	178	7	recommended	recommend	VERB
esrj-106442	178	8	to	to	PART
esrj-106442	178	9	add	add	VERB
esrj-106442	178	10	the	the	DET
esrj-106442	178	11	parameters	parameter	NOUN
esrj-106442	178	12	precipitation	precipitation	NOUN
esrj-106442	178	13	and	and	CCONJ
esrj-106442	178	14	the	the	DET
esrj-106442	178	15	relative	relative	ADJ
esrj-106442	178	16	humidity	humidity	NOUN
esrj-106442	178	17	which	which	PRON
esrj-106442	178	18	are	be	AUX
esrj-106442	178	19	both	both	PRON
esrj-106442	178	20	important	important	ADJ
esrj-106442	178	21	parameters	parameter	NOUN
esrj-106442	178	22	for	for	ADP
esrj-106442	178	23	water	water	NOUN
esrj-106442	178	24	budgeting	budgeting	NOUN
esrj-106442	178	25	as	as	ADV
esrj-106442	178	26	well	well	ADV
esrj-106442	178	27	.	.	PUNCT
esrj-106442	179	1	this	this	PRON
esrj-106442	179	2	will	will	AUX
esrj-106442	179	3	be	be	AUX
esrj-106442	179	4	investigated	investigate	VERB
esrj-106442	179	5	in	in	ADP
esrj-106442	179	6	the	the	DET
esrj-106442	179	7	future	future	ADJ
esrj-106442	179	8	studies	study	NOUN
esrj-106442	179	9	.	.	PUNCT
esrj-106442	180	1	references	reference	NOUN
esrj-106442	180	2	aydın	aydın	PROPN
esrj-106442	180	3	,	,	PUNCT
esrj-106442	180	4	f.	f.	PROPN
esrj-106442	180	5	(	(	PUNCT
esrj-106442	180	6	2009	2009	NUM
esrj-106442	180	7	)	)	PUNCT
esrj-106442	180	8	.	.	PUNCT
esrj-106442	181	1	regional	regional	ADJ
esrj-106442	181	2	average	average	ADJ
esrj-106442	181	3	trend	trend	NOUN
esrj-106442	181	4	detection	detection	NOUN
esrj-106442	181	5	of	of	ADP
esrj-106442	181	6	turkish	turkish	ADJ
esrj-106442	181	7	evaporation	evaporation	NOUN
esrj-106442	181	8	data	datum	NOUN
esrj-106442	181	9	.	.	PUNCT
esrj-106442	182	1	[	[	X
esrj-106442	182	2	master	master	NOUN
esrj-106442	182	3	’s	’s	PART
esrj-106442	182	4	thesis	thesis	NOUN
esrj-106442	182	5	,	,	PUNCT
esrj-106442	182	6	çukurova	çukurova	PROPN
esrj-106442	182	7	university	university	PROPN
esrj-106442	182	8	,	,	PUNCT
esrj-106442	182	9	adana	adana	PROPN
esrj-106442	182	10	]	]	PUNCT
esrj-106442	182	11	.	.	PUNCT
esrj-106442	183	1	demuth	demuth	PROPN
esrj-106442	183	2	,	,	PUNCT
esrj-106442	183	3	h.	h.	PROPN
esrj-106442	183	4	,	,	PUNCT
esrj-106442	183	5	&	&	CCONJ
esrj-106442	183	6	beale	beale	PROPN
esrj-106442	183	7	,	,	PUNCT
esrj-106442	183	8	m.	m.	NOUN
esrj-106442	183	9	(	(	PUNCT
esrj-106442	183	10	1998	1998	NUM
esrj-106442	183	11	)	)	PUNCT
esrj-106442	183	12	.	.	PUNCT
esrj-106442	184	1	neural	neural	ADJ
esrj-106442	184	2	network	network	NOUN
esrj-106442	184	3	toolbox	toolbox	NOUN
esrj-106442	184	4	for	for	ADP
esrj-106442	184	5	use	use	NOUN
esrj-106442	184	6	with	with	ADP
esrj-106442	184	7	matlab	matlab	PROPN
esrj-106442	184	8	:	:	PUNCT
esrj-106442	184	9	user	user	NOUN
esrj-106442	184	10	’s	’s	PART
esrj-106442	184	11	guide	guide	NOUN
esrj-106442	184	12	;	;	PUNCT
esrj-106442	184	13	computation	computation	NOUN
esrj-106442	184	14	,	,	PUNCT
esrj-106442	184	15	visualization	visualization	NOUN
esrj-106442	184	16	,	,	PUNCT
esrj-106442	184	17	programming	programming	NOUN
esrj-106442	184	18	.	.	PUNCT
esrj-106442	185	1	mathworks	mathworks	PROPN
esrj-106442	185	2	incorporated	incorporate	VERB
esrj-106442	185	3	.	.	PUNCT
esrj-106442	186	1	dogan	dogan	PROPN
esrj-106442	186	2	,	,	PUNCT
esrj-106442	186	3	s.	s.	PROPN
esrj-106442	186	4	(	(	PUNCT
esrj-106442	186	5	2020	2020	NUM
esrj-106442	186	6	)	)	PUNCT
esrj-106442	186	7	.	.	PUNCT
esrj-106442	187	1	daily	daily	ADJ
esrj-106442	187	2	evapotranspiration	evapotranspiration	NOUN
esrj-106442	187	3	estimation	estimation	NOUN
esrj-106442	187	4	using	use	VERB
esrj-106442	187	5	artificial	artificial	ADJ
esrj-106442	187	6	neural	neural	ADJ
esrj-106442	187	7	networks	network	NOUN
esrj-106442	187	8	and	and	CCONJ
esrj-106442	187	9	classical	classical	ADJ
esrj-106442	187	10	methods	method	NOUN
esrj-106442	187	11	.	.	PUNCT
esrj-106442	188	1	[	[	X
esrj-106442	188	2	master	master	NOUN
esrj-106442	188	3	thesis	thesis	NOUN
esrj-106442	188	4	,	,	PUNCT
esrj-106442	188	5	i̇skenderun	i̇skenderun	PROPN
esrj-106442	188	6	technical	technical	ADJ
esrj-106442	188	7	university	university	NOUN
esrj-106442	188	8	,	,	PUNCT
esrj-106442	188	9	hatay	hatay	NOUN
esrj-106442	188	10	]	]	PUNCT
esrj-106442	188	11	.	.	PUNCT
esrj-106442	189	1	gümüş	gümüş	PROPN
esrj-106442	189	2	,	,	PUNCT
esrj-106442	189	3	v.	v.	NOUN
esrj-106442	189	4	,	,	PUNCT
esrj-106442	189	5	şimşek	şimşek	NOUN
esrj-106442	189	6	,	,	PUNCT
esrj-106442	189	7	o.	o.	PROPN
esrj-106442	189	8	,	,	PUNCT
esrj-106442	189	9	soydan	soydan	PROPN
esrj-106442	189	10	,	,	PUNCT
esrj-106442	189	11	g.	g.	PROPN
esrj-106442	189	12	,	,	PUNCT
esrj-106442	189	13	aköz	aköz	PROPN
esrj-106442	189	14	,	,	PUNCT
esrj-106442	189	15	s.	s.	PROPN
esrj-106442	189	16	,	,	PUNCT
esrj-106442	189	17	&	&	CCONJ
esrj-106442	189	18	yenigün	yenigün	NOUN
esrj-106442	189	19	,	,	PUNCT
esrj-106442	189	20	k.	k.	PROPN
esrj-106442	189	21	(	(	PUNCT
esrj-106442	189	22	2016	2016	NUM
esrj-106442	189	23	)	)	PUNCT
esrj-106442	189	24	.	.	PUNCT
esrj-106442	190	1	estimation	estimation	NOUN
esrj-106442	190	2	of	of	ADP
esrj-106442	190	3	monthly	monthly	ADJ
esrj-106442	190	4	pan	pan	NOUN
esrj-106442	190	5	evaporation	evaporation	NOUN
esrj-106442	190	6	using	use	VERB
esrj-106442	190	7	different	different	ADJ
esrj-106442	190	8	artificial	artificial	ADJ
esrj-106442	190	9	intelligence	intelligence	NOUN
esrj-106442	190	10	methods	method	NOUN
esrj-106442	190	11	in	in	ADP
esrj-106442	190	12	adana	adana	PROPN
esrj-106442	190	13	station	station	PROPN
esrj-106442	190	14	.	.	PUNCT
esrj-106442	191	1	dicle	dicle	PROPN
esrj-106442	191	2	üniversitesi	üniversitesi	PROPN
esrj-106442	191	3	mühendislik	mühendislik	PROPN
esrj-106442	191	4	fakültesi	fakültesi	PROPN
esrj-106442	191	5	mühendislik	mühendislik	PROPN
esrj-106442	191	6	dergisi	dergisi	VERB
esrj-106442	191	7	7(2	7(2	PROPN
esrj-106442	191	8	)	)	PUNCT
esrj-106442	191	9	,	,	PUNCT
esrj-106442	191	10	309	309	NUM
esrj-106442	191	11	-	-	SYM
esrj-106442	191	12	318	318	NUM
esrj-106442	191	13	.	.	PUNCT
esrj-106442	192	1	imrie	imrie	PROPN
esrj-106442	192	2	,	,	PUNCT
esrj-106442	192	3	c.	c.	PROPN
esrj-106442	192	4	e.	e.	PROPN
esrj-106442	192	5	,	,	PUNCT
esrj-106442	192	6	durucan	durucan	PROPN
esrj-106442	192	7	,	,	PUNCT
esrj-106442	192	8	s.	s.	PROPN
esrj-106442	192	9	,	,	PUNCT
esrj-106442	192	10	&	&	CCONJ
esrj-106442	192	11	korre	korre	PROPN
esrj-106442	192	12	,	,	PUNCT
esrj-106442	192	13	a.	a.	NOUN
esrj-106442	192	14	(	(	PUNCT
esrj-106442	192	15	2000	2000	NUM
esrj-106442	192	16	)	)	PUNCT
esrj-106442	192	17	.	.	PUNCT
esrj-106442	193	1	river	river	NOUN
esrj-106442	193	2	flow	flow	NOUN
esrj-106442	193	3	prediction	prediction	NOUN
esrj-106442	193	4	using	use	VERB
esrj-106442	193	5	artificial	artificial	ADJ
esrj-106442	193	6	neural	neural	ADJ
esrj-106442	193	7	networks	network	NOUN
esrj-106442	193	8	:	:	PUNCT
esrj-106442	193	9	generalisation	generalisation	NOUN
esrj-106442	193	10	beyond	beyond	ADP
esrj-106442	193	11	the	the	DET
esrj-106442	193	12	calibration	calibration	NOUN
esrj-106442	193	13	range	range	NOUN
esrj-106442	193	14	.	.	PUNCT
esrj-106442	194	1	journal	journal	NOUN
esrj-106442	194	2	of	of	ADP
esrj-106442	194	3	hydrology	hydrology	NOUN
esrj-106442	194	4	,	,	PUNCT
esrj-106442	194	5	233(1	233(1	NUM
esrj-106442	194	6	-	-	SYM
esrj-106442	194	7	4	4	NUM
esrj-106442	194	8	)	)	PUNCT
esrj-106442	194	9	,	,	PUNCT
esrj-106442	194	10	138	138	NUM
esrj-106442	194	11	-	-	SYM
esrj-106442	194	12	153	153	NUM
esrj-106442	194	13	.	.	PUNCT
esrj-106442	195	1	https://doi.org/10.1016/s00221694(00)00228-6	https://doi.org/10.1016/s00221694(00)00228-6	PROPN
esrj-106442	195	2	independent	independent	ADJ
esrj-106442	195	3	türkçe	türkçe	NOUN
esrj-106442	195	4	(	(	PUNCT
esrj-106442	195	5	2021	2021	NUM
esrj-106442	195	6	)	)	PUNCT
esrj-106442	195	7	.	.	PUNCT
esrj-106442	196	1	su	su	PROPN
esrj-106442	196	2	da	da	PROPN
esrj-106442	196	3	petrol	petrol	PROPN
esrj-106442	196	4	gibi	gibi	NOUN
esrj-106442	196	5	“	"	PUNCT
esrj-106442	196	6	yatırım	yatırım	NOUN
esrj-106442	196	7	aracı	aracı	NOUN
esrj-106442	196	8	”	"	PUNCT
esrj-106442	196	9	oldu	oldu	PROPN
esrj-106442	196	10	:	:	PUNCT
esrj-106442	196	11	borsada	borsada	PROPN
esrj-106442	196	12	su	su	PROPN
esrj-106442	196	13	kontratları	kontratları	PROPN
esrj-106442	196	14	işlem	işlem	PROPN
esrj-106442	196	15	görmeye	görmeye	NOUN
esrj-106442	196	16	başladı	başladı	PROPN
esrj-106442	196	17	.	.	PUNCT
esrj-106442	197	1	https://www.indyturk.com/	https://www.indyturk.com/	ADJ
esrj-106442	197	2	node/307366	node/307366	PROPN
esrj-106442	197	3	kesici	kesici	PROPN
esrj-106442	197	4	,	,	PUNCT
esrj-106442	197	5	e.	e.	PROPN
esrj-106442	197	6	,	,	PUNCT
esrj-106442	197	7	&	&	CCONJ
esrj-106442	197	8	kesici	kesici	PROPN
esrj-106442	197	9	,	,	PUNCT
esrj-106442	197	10	c.	c.	PROPN
esrj-106442	197	11	(	(	PUNCT
esrj-106442	197	12	2006	2006	NUM
esrj-106442	197	13	)	)	PUNCT
esrj-106442	197	14	.	.	PUNCT
esrj-106442	198	1	the	the	DET
esrj-106442	198	2	effects	effect	NOUN
esrj-106442	198	3	of	of	ADP
esrj-106442	198	4	interferences	interference	NOUN
esrj-106442	198	5	in	in	ADP
esrj-106442	198	6	natural	natural	ADJ
esrj-106442	198	7	structure	structure	NOUN
esrj-106442	198	8	of	of	ADP
esrj-106442	198	9	lake	lake	PROPN
esrj-106442	198	10	eğirdir	eğirdir	PROPN
esrj-106442	198	11	(	(	PUNCT
esrj-106442	198	12	isparta	isparta	PROPN
esrj-106442	198	13	)	)	PUNCT
esrj-106442	198	14	to	to	ADP
esrj-106442	198	15	ecological	ecological	ADJ
esrj-106442	198	16	disposition	disposition	NOUN
esrj-106442	198	17	of	of	ADP
esrj-106442	198	18	the	the	DET
esrj-106442	198	19	lake	lake	NOUN
esrj-106442	198	20	.	.	PUNCT
esrj-106442	199	1	ege	ege	PROPN
esrj-106442	199	2	journal	journal	PROPN
esrj-106442	199	3	of	of	ADP
esrj-106442	199	4	fisheries	fishery	NOUN
esrj-106442	199	5	and	and	CCONJ
esrj-106442	199	6	aquatic	aquatic	ADJ
esrj-106442	199	7	sciences	science	NOUN
esrj-106442	199	8	,	,	PUNCT
esrj-106442	199	9	23(1	23(1	NUM
esrj-106442	199	10	)	)	PUNCT
esrj-106442	199	11	,	,	PUNCT
esrj-106442	199	12	99	99	NUM
esrj-106442	199	13	-	-	SYM
esrj-106442	199	14	103	103	NUM
esrj-106442	199	15	.	.	PUNCT
esrj-106442	200	1	keskin	keskin	PROPN
esrj-106442	200	2	,	,	PUNCT
esrj-106442	200	3	m.	m.	PROPN
esrj-106442	200	4	e.	e.	PROPN
esrj-106442	200	5	,	,	PUNCT
esrj-106442	200	6	&	&	CCONJ
esrj-106442	200	7	terzi	terzi	NOUN
esrj-106442	200	8	,	,	PUNCT
esrj-106442	200	9	ö.	ö.	PROPN
esrj-106442	200	10	(	(	PUNCT
esrj-106442	200	11	2005	2005	NUM
esrj-106442	200	12	)	)	PUNCT
esrj-106442	200	13	.	.	PUNCT
esrj-106442	201	1	artificial	artificial	ADJ
esrj-106442	201	2	neural	neural	ADJ
esrj-106442	201	3	network	network	NOUN
esrj-106442	201	4	models	model	NOUN
esrj-106442	201	5	of	of	ADP
esrj-106442	201	6	daily	daily	ADJ
esrj-106442	201	7	pan	pan	NOUN
esrj-106442	201	8	evaporation	evaporation	NOUN
esrj-106442	201	9	.	.	PUNCT
esrj-106442	202	1	journal	journal	NOUN
esrj-106442	202	2	of	of	ADP
esrj-106442	202	3	hydrologic	hydrologic	ADJ
esrj-106442	202	4	engineering	engineering	NOUN
esrj-106442	202	5	,	,	PUNCT
esrj-106442	202	6	11(1	11(1	NUM
esrj-106442	202	7	)	)	PUNCT
esrj-106442	202	8	,	,	PUNCT
esrj-106442	202	9	65	65	NUM
esrj-106442	202	10	-	-	SYM
esrj-106442	202	11	70	70	NUM
esrj-106442	202	12	.	.	PUNCT
esrj-106442	203	1	https://doi	https://doi	PROPN
esrj-106442	203	2	.	.	PUNCT
esrj-106442	203	3	org/10.1061/(asce)1084	org/10.1061/(asce)1084	NUM
esrj-106442	203	4	-	-	PUNCT
esrj-106442	203	5	0699(2006)11:1(65	0699(2006)11:1(65	NUM
esrj-106442	203	6	)	)	PUNCT
esrj-106442	203	7	kişi	kişi	PROPN
esrj-106442	203	8	,	,	PUNCT
esrj-106442	203	9	o.	o.	PROPN
esrj-106442	203	10	,	,	PUNCT
esrj-106442	203	11	&	&	CCONJ
esrj-106442	203	12	afşar	afşar	PROPN
esrj-106442	203	13	,	,	PUNCT
esrj-106442	203	14	s.	s.	PROPN
esrj-106442	203	15	(	(	PUNCT
esrj-106442	203	16	2010	2010	NUM
esrj-106442	203	17	)	)	PUNCT
esrj-106442	203	18	.	.	PUNCT
esrj-106442	204	1	pan	pan	NOUN
esrj-106442	204	2	evaporation	evaporation	NOUN
esrj-106442	204	3	estimation	estimation	NOUN
esrj-106442	204	4	using	use	VERB
esrj-106442	204	5	neural	neural	ADJ
esrj-106442	204	6	networks	network	NOUN
esrj-106442	204	7	and	and	CCONJ
esrj-106442	204	8	neuro	neuro	NOUN
esrj-106442	204	9	-	-	PUNCT
esrj-106442	204	10	fuzzy	fuzzy	ADJ
esrj-106442	204	11	methods	method	NOUN
esrj-106442	204	12	.	.	PUNCT
esrj-106442	205	1	research	research	NOUN
esrj-106442	205	2	journal	journal	PROPN
esrj-106442	205	3	of	of	ADP
esrj-106442	205	4	agricultural	agricultural	ADJ
esrj-106442	205	5	sciences	science	NOUN
esrj-106442	205	6	,	,	PUNCT
esrj-106442	205	7	3(1	3(1	NUM
esrj-106442	205	8	)	)	PUNCT
esrj-106442	205	9	,	,	PUNCT
esrj-106442	205	10	45	45	NUM
esrj-106442	205	11	-	-	SYM
esrj-106442	205	12	51	51	NUM
esrj-106442	205	13	.	.	PUNCT
esrj-106442	206	1	koksal	koksal	PROPN
esrj-106442	206	2	,	,	PUNCT
esrj-106442	206	3	k.	k.	PROPN
esrj-106442	206	4	,	,	PUNCT
esrj-106442	206	5	surucu	surucu	PROPN
esrj-106442	206	6	,	,	PUNCT
esrj-106442	206	7	d.	d.	PROPN
esrj-106442	206	8	,	,	PUNCT
esrj-106442	206	9	surucu	surucu	NOUN
esrj-106442	206	10	,	,	PUNCT
esrj-106442	206	11	m.	m.	NOUN
esrj-106442	206	12	,	,	PUNCT
esrj-106442	206	13	&	&	CCONJ
esrj-106442	206	14	hacıoğlu	hacıoğlu	PROPN
esrj-106442	206	15	,	,	PUNCT
esrj-106442	206	16	r.	r.	PROPN
esrj-106442	206	17	(	(	PUNCT
esrj-106442	206	18	2014	2014	NUM
esrj-106442	206	19	)	)	PUNCT
esrj-106442	206	20	.	.	PUNCT
esrj-106442	207	1	visual	visual	ADJ
esrj-106442	207	2	line	line	NOUN
esrj-106442	207	3	tracking	track	VERB
esrj-106442	207	4	with	with	ADP
esrj-106442	207	5	vector	vector	NOUN
esrj-106442	207	6	field	field	NOUN
esrj-106442	207	7	guidance	guidance	NOUN
esrj-106442	207	8	for	for	ADP
esrj-106442	207	9	uav	uav	PROPN
esrj-106442	207	10	.	.	PUNCT
esrj-106442	208	1	22nd	22nd	NOUN
esrj-106442	208	2	signal	signal	NOUN
esrj-106442	208	3	processing	processing	NOUN
esrj-106442	208	4	and	and	CCONJ
esrj-106442	208	5	communications	communication	NOUN
esrj-106442	208	6	applications	application	NOUN
esrj-106442	208	7	conference	conference	NOUN
esrj-106442	208	8	(	(	PUNCT
esrj-106442	208	9	siu	siu	NOUN
esrj-106442	208	10	)	)	PUNCT
esrj-106442	208	11	(	(	PUNCT
esrj-106442	208	12	pp	pp	PROPN
esrj-106442	208	13	.	.	PUNCT
esrj-106442	209	1	646	646	NUM
esrj-106442	209	2	-	-	SYM
esrj-106442	209	3	649	649	NUM
esrj-106442	209	4	)	)	PUNCT
esrj-106442	209	5	.	.	PUNCT
esrj-106442	210	1	ieee	ieee	PROPN
esrj-106442	210	2	.	.	PUNCT
esrj-106442	211	1	lin	lin	PROPN
esrj-106442	211	2	,	,	PUNCT
esrj-106442	211	3	c.	c.	PROPN
esrj-106442	211	4	t.	t.	PROPN
esrj-106442	211	5	,	,	PUNCT
esrj-106442	211	6	&	&	CCONJ
esrj-106442	211	7	lee	lee	PROPN
esrj-106442	211	8	,	,	PUNCT
esrj-106442	211	9	c.	c.	PROPN
esrj-106442	211	10	g.	g.	PROPN
esrj-106442	211	11	(	(	PUNCT
esrj-106442	211	12	1996	1996	NUM
esrj-106442	211	13	)	)	PUNCT
esrj-106442	211	14	.	.	PUNCT
esrj-106442	212	1	neural	neural	ADJ
esrj-106442	212	2	fuzzy	fuzzy	ADJ
esrj-106442	212	3	systems	system	NOUN
esrj-106442	212	4	:	:	PUNCT
esrj-106442	212	5	a	a	DET
esrj-106442	212	6	neuro	neuro	NOUN
esrj-106442	212	7	-	-	PUNCT
esrj-106442	212	8	fuzzy	fuzzy	ADJ
esrj-106442	212	9	synergism	synergism	NOUN
esrj-106442	212	10	to	to	ADP
esrj-106442	212	11	intelligent	intelligent	ADJ
esrj-106442	212	12	systems	system	NOUN
esrj-106442	212	13	.	.	PUNCT
esrj-106442	213	1	prentice	prentice	PROPN
esrj-106442	213	2	hall	hall	PROPN
esrj-106442	213	3	.	.	PUNCT
esrj-106442	214	1	özdülkar	özdülkar	NOUN
esrj-106442	214	2	,	,	PUNCT
esrj-106442	214	3	k.	k.	PROPN
esrj-106442	214	4	,	,	PUNCT
esrj-106442	214	5	üneş	üneş	PROPN
esrj-106442	214	6	,	,	PUNCT
esrj-106442	214	7	f.	f.	PROPN
esrj-106442	214	8	,	,	PUNCT
esrj-106442	214	9	demirci	demirci	NOUN
esrj-106442	214	10	,	,	PUNCT
esrj-106442	214	11	m.	m.	NOUN
esrj-106442	214	12	,	,	PUNCT
esrj-106442	214	13	&	&	CCONJ
esrj-106442	214	14	kaya	kaya	PROPN
esrj-106442	214	15	,	,	PUNCT
esrj-106442	214	16	y.	y.	PROPN
esrj-106442	214	17	z.	z.	PROPN
esrj-106442	214	18	(	(	PUNCT
esrj-106442	214	19	2019	2019	NUM
esrj-106442	214	20	)	)	PUNCT
esrj-106442	214	21	.	.	PUNCT
esrj-106442	215	1	daily	daily	ADJ
esrj-106442	215	2	evaporation	evaporation	NOUN
esrj-106442	215	3	estimation	estimation	NOUN
esrj-106442	215	4	using	use	VERB
esrj-106442	215	5	different	different	ADJ
esrj-106442	215	6	fuzzy	fuzzy	ADJ
esrj-106442	215	7	logic	logic	NOUN
esrj-106442	215	8	approaches	approach	NOUN
esrj-106442	215	9	in	in	ADP
esrj-106442	215	10	regional	regional	ADJ
esrj-106442	215	11	scale	scale	NOUN
esrj-106442	215	12	.	.	PUNCT
esrj-106442	216	1	journal	journal	NOUN
esrj-106442	216	2	of	of	ADP
esrj-106442	216	3	osmaniye	osmaniye	PROPN
esrj-106442	216	4	korkut	korkut	PROPN
esrj-106442	216	5	ata	ata	PROPN
esrj-106442	216	6	university	university	PROPN
esrj-106442	216	7	journal	journal	NOUN
esrj-106442	216	8	of	of	ADP
esrj-106442	216	9	natural	natural	ADJ
esrj-106442	216	10	and	and	CCONJ
esrj-106442	216	11	applied	applied	ADJ
esrj-106442	216	12	sciences	science	NOUN
esrj-106442	216	13	,	,	PUNCT
esrj-106442	216	14	2(1	2(1	NUM
esrj-106442	216	15	)	)	PUNCT
esrj-106442	216	16	,	,	PUNCT
esrj-106442	216	17	23	23	NUM
esrj-106442	216	18	-	-	SYM
esrj-106442	216	19	29	29	NUM
esrj-106442	216	20	.	.	PUNCT
esrj-106442	217	1	özel	özel	ADJ
esrj-106442	217	2	,	,	PUNCT
esrj-106442	217	3	a.	a.	NOUN
esrj-106442	217	4	,	,	PUNCT
esrj-106442	217	5	&	&	CCONJ
esrj-106442	217	6	büyükyıldız	büyükyıldız	PROPN
esrj-106442	217	7	,	,	PUNCT
esrj-106442	217	8	m.	m.	NOUN
esrj-106442	217	9	(	(	PUNCT
esrj-106442	217	10	2019	2019	NUM
esrj-106442	217	11	)	)	PUNCT
esrj-106442	217	12	.	.	PUNCT
esrj-106442	218	1	usability	usability	NOUN
esrj-106442	218	2	of	of	ADP
esrj-106442	218	3	artificial	artificial	ADJ
esrj-106442	218	4	intelligence	intelligence	NOUN
esrj-106442	218	5	methods	method	NOUN
esrj-106442	218	6	for	for	ADP
esrj-106442	218	7	estimation	estimation	NOUN
esrj-106442	218	8	of	of	ADP
esrj-106442	218	9	monthly	monthly	ADJ
esrj-106442	218	10	evaporation	evaporation	NOUN
esrj-106442	218	11	.	.	PUNCT
esrj-106442	219	1	ömer	ömer	PROPN
esrj-106442	219	2	halisdemir	halisdemir	PROPN
esrj-106442	219	3	university	university	PROPN
esrj-106442	219	4	journal	journal	NOUN
esrj-106442	219	5	of	of	ADP
esrj-106442	219	6	engineering	engineering	NOUN
esrj-106442	219	7	sciences	science	NOUN
esrj-106442	219	8	,	,	PUNCT
esrj-106442	219	9	8(1	8(1	NOUN
esrj-106442	219	10	)	)	PUNCT
esrj-106442	219	11	,	,	PUNCT
esrj-106442	219	12	244	244	NUM
esrj-106442	219	13	-	-	SYM
esrj-106442	219	14	254	254	NUM
esrj-106442	219	15	.	.	PUNCT
esrj-106442	220	1	https://doi.org/10.28948/	https://doi.org/10.28948/	PROPN
esrj-106442	220	2	ngumuh.516891	ngumuh.516891	PROPN
esrj-106442	220	3	penman	penman	PROPN
esrj-106442	220	4	,	,	PUNCT
esrj-106442	220	5	h.	h.	PROPN
esrj-106442	220	6	l.	l.	PROPN
esrj-106442	220	7	(	(	PUNCT
esrj-106442	220	8	1948	1948	NUM
esrj-106442	220	9	)	)	PUNCT
esrj-106442	220	10	.	.	PUNCT
esrj-106442	221	1	natural	natural	ADJ
esrj-106442	221	2	evaporation	evaporation	NOUN
esrj-106442	221	3	from	from	ADP
esrj-106442	221	4	open	open	ADJ
esrj-106442	221	5	water	water	NOUN
esrj-106442	221	6	,	,	PUNCT
esrj-106442	221	7	bare	bare	ADJ
esrj-106442	221	8	soil	soil	NOUN
esrj-106442	221	9	and	and	CCONJ
esrj-106442	221	10	grass	grass	NOUN
esrj-106442	221	11	.	.	PUNCT
esrj-106442	222	1	proceedings	proceeding	NOUN
esrj-106442	222	2	of	of	ADP
esrj-106442	222	3	the	the	DET
esrj-106442	222	4	royal	royal	ADJ
esrj-106442	222	5	society	society	NOUN
esrj-106442	222	6	of	of	ADP
esrj-106442	222	7	london	london	PROPN
esrj-106442	222	8	.	.	PUNCT
esrj-106442	223	1	series	series	PROPN
esrj-106442	223	2	a	a	PRON
esrj-106442	223	3	:	:	PUNCT
esrj-106442	223	4	mathematical	mathematical	ADJ
esrj-106442	223	5	and	and	CCONJ
esrj-106442	223	6	physical	physical	ADJ
esrj-106442	223	7	sciences	science	NOUN
esrj-106442	223	8	,	,	PUNCT
esrj-106442	223	9	193(1032	193(1032	NUM
esrj-106442	223	10	)	)	PUNCT
esrj-106442	223	11	,	,	PUNCT
esrj-106442	223	12	120–145	120–145	NUM
esrj-106442	223	13	.	.	PUNCT
esrj-106442	224	1	https://doi.org/10.1098/	https://doi.org/10.1098/	PROPN
esrj-106442	224	2	rspa.1948.0037	rspa.1948.0037	PROPN
esrj-106442	224	3	qasem	qasem	NOUN
esrj-106442	224	4	,	,	PUNCT
esrj-106442	224	5	s.	s.	PROPN
esrj-106442	224	6	n.	n.	PROPN
esrj-106442	224	7	,	,	PUNCT
esrj-106442	224	8	samadianfard	samadianfard	NOUN
esrj-106442	224	9	,	,	PUNCT
esrj-106442	224	10	s.	s.	PROPN
esrj-106442	224	11	,	,	PUNCT
esrj-106442	224	12	kheshtgar	kheshtgar	PROPN
esrj-106442	224	13	,	,	PUNCT
esrj-106442	224	14	s.	s.	PROPN
esrj-106442	224	15	,	,	PUNCT
esrj-106442	224	16	jarhan	jarhan	ADV
esrj-106442	224	17	,	,	PUNCT
esrj-106442	224	18	s.	s.	PROPN
esrj-106442	224	19	,	,	PUNCT
esrj-106442	224	20	kisi	kisi	PROPN
esrj-106442	224	21	,	,	PUNCT
esrj-106442	224	22	o.	o.	PROPN
esrj-106442	224	23	,	,	PUNCT
esrj-106442	224	24	shamshirband	shamshirband	PROPN
esrj-106442	224	25	,	,	PUNCT
esrj-106442	224	26	s.	s.	PROPN
esrj-106442	224	27	,	,	PUNCT
esrj-106442	224	28	&	&	CCONJ
esrj-106442	224	29	chau	chau	PROPN
esrj-106442	224	30	,	,	PUNCT
esrj-106442	224	31	k.	k.	PROPN
esrj-106442	224	32	w.	w.	PROPN
esrj-106442	224	33	(	(	PUNCT
esrj-106442	224	34	2019	2019	NUM
esrj-106442	224	35	)	)	PUNCT
esrj-106442	224	36	.	.	PUNCT
esrj-106442	225	1	modeling	model	VERB
esrj-106442	225	2	monthly	monthly	ADJ
esrj-106442	225	3	pan	pan	NOUN
esrj-106442	225	4	evaporation	evaporation	NOUN
esrj-106442	225	5	using	use	VERB
esrj-106442	225	6	wavelet	wavelet	NOUN
esrj-106442	225	7	support	support	NOUN
esrj-106442	225	8	vector	vector	NOUN
esrj-106442	225	9	regression	regression	NOUN
esrj-106442	225	10	and	and	CCONJ
esrj-106442	225	11	wavelet	wavelet	NOUN
esrj-106442	225	12	artificial	artificial	ADJ
esrj-106442	225	13	neural	neural	ADJ
esrj-106442	225	14	networks	network	NOUN
esrj-106442	225	15	in	in	ADP
esrj-106442	225	16	arid	arid	NOUN
esrj-106442	225	17	and	and	CCONJ
esrj-106442	225	18	humid	humid	NOUN
esrj-106442	225	19	climates	climate	NOUN
esrj-106442	225	20	.	.	PUNCT
esrj-106442	226	1	engineering	engineering	NOUN
esrj-106442	226	2	applications	application	NOUN
esrj-106442	226	3	of	of	ADP
esrj-106442	226	4	computational	computational	ADJ
esrj-106442	226	5	fluid	fluid	ADJ
esrj-106442	226	6	mechanics	mechanic	NOUN
esrj-106442	226	7	,	,	PUNCT
esrj-106442	226	8	13(1	13(1	NUM
esrj-106442	226	9	)	)	PUNCT
esrj-106442	226	10	,	,	PUNCT
esrj-106442	226	11	177	177	NUM
esrj-106442	226	12	-	-	SYM
esrj-106442	226	13	187	187	NUM
esrj-106442	226	14	.	.	PUNCT
esrj-106442	227	1	https://doi.org/10.1080/19942060.201	https://doi.org/10.1080/19942060.201	PROPN
esrj-106442	227	2	8.1564702	8.1564702	NUM
esrj-106442	227	3	rodell	rodell	PROPN
esrj-106442	227	4	,	,	PUNCT
esrj-106442	227	5	m.	m.	NOUN
esrj-106442	227	6	,	,	PUNCT
esrj-106442	227	7	beaudoing	beaudoing	NOUN
esrj-106442	227	8	,	,	PUNCT
esrj-106442	227	9	h.	h.	PROPN
esrj-106442	227	10	k.	k.	PROPN
esrj-106442	227	11	,	,	PUNCT
esrj-106442	227	12	l’ecuyer	l’ecuyer	PROPN
esrj-106442	227	13	,	,	PUNCT
esrj-106442	227	14	t.	t.	PROPN
esrj-106442	227	15	s.	s.	PROPN
esrj-106442	227	16	,	,	PUNCT
esrj-106442	227	17	olson	olson	PROPN
esrj-106442	227	18	,	,	PUNCT
esrj-106442	227	19	w.	w.	PROPN
esrj-106442	227	20	s.	s.	PROPN
esrj-106442	227	21	,	,	PUNCT
esrj-106442	227	22	famiglietti	famiglietti	PROPN
esrj-106442	227	23	,	,	PUNCT
esrj-106442	227	24	j.	j.	PROPN
esrj-106442	227	25	s.	s.	PROPN
esrj-106442	227	26	,	,	PUNCT
esrj-106442	227	27	houser	houser	PROPN
esrj-106442	227	28	,	,	PUNCT
esrj-106442	227	29	p.	p.	PROPN
esrj-106442	227	30	r.	r.	PROPN
esrj-106442	227	31	,	,	PUNCT
esrj-106442	227	32	adler	adler	PROPN
esrj-106442	227	33	,	,	PUNCT
esrj-106442	227	34	r.	r.	PROPN
esrj-106442	227	35	,	,	PUNCT
esrj-106442	227	36	bosilovich	bosilovich	PROPN
esrj-106442	227	37	,	,	PUNCT
esrj-106442	227	38	m.	m.	NOUN
esrj-106442	227	39	g.	g.	PROPN
esrj-106442	227	40	,	,	PUNCT
esrj-106442	227	41	clayson	clayson	NOUN
esrj-106442	227	42	,	,	PUNCT
esrj-106442	227	43	c.	c.	PROPN
esrj-106442	227	44	a.	a.	PROPN
esrj-106442	227	45	,	,	PUNCT
esrj-106442	227	46	chambers	chamber	NOUN
esrj-106442	227	47	,	,	PUNCT
esrj-106442	227	48	d.	d.	PROPN
esrj-106442	227	49	&	&	CCONJ
esrj-106442	227	50	clark	clark	PROPN
esrj-106442	227	51	,	,	PUNCT
esrj-106442	227	52	e.	e.	PROPN
esrj-106442	227	53	(	(	PUNCT
esrj-106442	227	54	2015	2015	NUM
esrj-106442	227	55	)	)	PUNCT
esrj-106442	227	56	.	.	PUNCT
esrj-106442	228	1	the	the	DET
esrj-106442	228	2	observed	observed	ADJ
esrj-106442	228	3	state	state	NOUN
esrj-106442	228	4	of	of	ADP
esrj-106442	228	5	the	the	DET
esrj-106442	228	6	water	water	NOUN
esrj-106442	228	7	cycle	cycle	NOUN
esrj-106442	228	8	in	in	ADP
esrj-106442	228	9	the	the	DET
esrj-106442	228	10	early	early	ADJ
esrj-106442	228	11	twenty	twenty	NUM
esrj-106442	228	12	-	-	PUNCT
esrj-106442	228	13	first	first	ADJ
esrj-106442	228	14	century	century	NOUN
esrj-106442	228	15	.	.	PUNCT
esrj-106442	229	1	journal	journal	NOUN
esrj-106442	229	2	of	of	ADP
esrj-106442	229	3	climate	climate	NOUN
esrj-106442	229	4	,	,	PUNCT
esrj-106442	229	5	28(21	28(21	NOUN
esrj-106442	229	6	)	)	PUNCT
esrj-106442	229	7	,	,	PUNCT
esrj-106442	229	8	8289	8289	NUM
esrj-106442	229	9	-	-	SYM
esrj-106442	229	10	8318	8318	NUM
esrj-106442	229	11	.	.	PUNCT
esrj-106442	230	1	https://doi	https://doi	PROPN
esrj-106442	230	2	.	.	PUNCT
esrj-106442	230	3	org/10.1175	org/10.1175	PROPN
esrj-106442	230	4	/	/	SYM
esrj-106442	230	5	jcli	jcli	NOUN
esrj-106442	230	6	-	-	PUNCT
esrj-106442	230	7	d-14	d-14	NOUN
esrj-106442	230	8	-	-	PUNCT
esrj-106442	230	9	00555.1	00555.1	NUM
esrj-106442	230	10	şener	şener	NOUN
esrj-106442	230	11	,	,	PUNCT
esrj-106442	230	12	ş	ş	X
esrj-106442	230	13	.	.	PROPN
esrj-106442	230	14	,	,	PUNCT
esrj-106442	230	15	davraz	davraz	PROPN
esrj-106442	230	16	,	,	PUNCT
esrj-106442	230	17	a.	a.	NOUN
esrj-106442	230	18	,	,	PUNCT
esrj-106442	230	19	&	&	CCONJ
esrj-106442	230	20	karagüzel	karagüzel	PROPN
esrj-106442	230	21	,	,	PUNCT
esrj-106442	230	22	r.	r.	PROPN
esrj-106442	230	23	(	(	PUNCT
esrj-106442	230	24	2013	2013	NUM
esrj-106442	230	25	)	)	PUNCT
esrj-106442	230	26	.	.	PUNCT
esrj-106442	231	1	evaluating	evaluate	VERB
esrj-106442	231	2	the	the	DET
esrj-106442	231	3	anthropogenic	anthropogenic	ADJ
esrj-106442	231	4	and	and	CCONJ
esrj-106442	231	5	geologic	geologic	ADJ
esrj-106442	231	6	impacts	impact	NOUN
esrj-106442	231	7	on	on	ADP
esrj-106442	231	8	water	water	NOUN
esrj-106442	231	9	quality	quality	NOUN
esrj-106442	231	10	of	of	ADP
esrj-106442	231	11	the	the	DET
esrj-106442	231	12	eğirdir	eğirdir	PROPN
esrj-106442	231	13	lake	lake	PROPN
esrj-106442	231	14	,	,	PUNCT
esrj-106442	231	15	turkey	turkey	PROPN
esrj-106442	231	16	.	.	PUNCT
esrj-106442	232	1	environmental	environmental	ADJ
esrj-106442	232	2	earth	earth	PROPN
esrj-106442	232	3	sciences	sciences	PROPN
esrj-106442	232	4	,	,	PUNCT
esrj-106442	232	5	70(6	70(6	NOUN
esrj-106442	232	6	)	)	PUNCT
esrj-106442	232	7	,	,	PUNCT
esrj-106442	232	8	2527	2527	NUM
esrj-106442	232	9	-	-	SYM
esrj-106442	232	10	2544	2544	NUM
esrj-106442	232	11	.	.	PUNCT
esrj-106442	233	1	https://doi.org/10.1007/	https://doi.org/10.1007/	PROPN
esrj-106442	233	2	s12665	s12665	ADV
esrj-106442	233	3	-	-	PUNCT
esrj-106442	233	4	013	013	NUM
esrj-106442	233	5	-	-	PUNCT
esrj-106442	233	6	2296	2296	NUM
esrj-106442	233	7	-	-	PUNCT
esrj-106442	233	8	0	0	NUM
esrj-106442	233	9	stewart	stewart	PROPN
esrj-106442	233	10	,	,	PUNCT
esrj-106442	233	11	j.	j.	PROPN
esrj-106442	233	12	(	(	PUNCT
esrj-106442	233	13	1984	1984	NUM
esrj-106442	233	14	)	)	PUNCT
esrj-106442	233	15	.	.	PUNCT
esrj-106442	234	1	measurement	measurement	NOUN
esrj-106442	234	2	and	and	CCONJ
esrj-106442	234	3	prediction	prediction	NOUN
esrj-106442	234	4	of	of	ADP
esrj-106442	234	5	evaporation	evaporation	NOUN
esrj-106442	234	6	from	from	ADP
esrj-106442	234	7	forested	forested	ADJ
esrj-106442	234	8	and	and	CCONJ
esrj-106442	234	9	agricultural	agricultural	ADJ
esrj-106442	234	10	catchments	catchment	NOUN
esrj-106442	234	11	.	.	PUNCT
esrj-106442	235	1	developments	development	NOUN
esrj-106442	235	2	in	in	ADP
esrj-106442	235	3	agricultural	agricultural	ADJ
esrj-106442	235	4	and	and	CCONJ
esrj-106442	235	5	managed	manage	VERB
esrj-106442	235	6	forest	forest	NOUN
esrj-106442	235	7	ecology	ecology	NOUN
esrj-106442	235	8	,	,	PUNCT
esrj-106442	235	9	13	13	NUM
esrj-106442	235	10	,	,	PUNCT
esrj-106442	235	11	1–28	1–28	PROPN
esrj-106442	235	12	.	.	PUNCT
esrj-106442	236	1	https://doi.org/10.1016/b978-0-444-422507.50005-7	https://doi.org/10.1016/b978-0-444-422507.50005-7	PROPN
esrj-106442	236	2	stewart	stewart	PROPN
esrj-106442	236	3	,	,	PUNCT
esrj-106442	236	4	j.	j.	PROPN
esrj-106442	236	5	(	(	PUNCT
esrj-106442	236	6	2009	2009	NUM
esrj-106442	236	7	)	)	PUNCT
esrj-106442	236	8	.	.	PUNCT
esrj-106442	237	1	calculus	calculus	NOUN
esrj-106442	237	2	:	:	PUNCT
esrj-106442	237	3	concepts	concept	NOUN
esrj-106442	237	4	and	and	CCONJ
esrj-106442	237	5	contexts	context	NOUN
esrj-106442	237	6	.	.	PUNCT
esrj-106442	238	1	cengage	cengage	PROPN
esrj-106442	238	2	learning	learning	PROPN
esrj-106442	238	3	.	.	PUNCT
esrj-106442	239	1	sun	sun	PROPN
esrj-106442	239	2	,	,	PUNCT
esrj-106442	239	3	z.	z.	PROPN
esrj-106442	239	4	,	,	PUNCT
esrj-106442	239	5	zhu	zhu	PROPN
esrj-106442	239	6	,	,	PUNCT
esrj-106442	239	7	g.	g.	PROPN
esrj-106442	239	8	,	,	PUNCT
esrj-106442	239	9	zhang	zhang	PROPN
esrj-106442	239	10	,	,	PUNCT
esrj-106442	239	11	z.	z.	PROPN
esrj-106442	239	12	,	,	PUNCT
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esrj-106442	239	14	,	,	PUNCT
esrj-106442	239	15	y.	y.	PROPN
esrj-106442	239	16	,	,	PUNCT
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esrj-106442	239	20	,	,	PUNCT
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esrj-106442	239	24	,	,	PUNCT
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esrj-106442	239	30	,	,	PUNCT
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esrj-106442	239	39	.	.	PUNCT
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esrj-106442	241	4	35(3	35(3	NUM
esrj-106442	241	5	)	)	PUNCT
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esrj-106442	241	8	.	.	PUNCT
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esrj-106442	242	3	,	,	PUNCT
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esrj-106442	242	9	,	,	PUNCT
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esrj-106442	242	11	,	,	PUNCT
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esrj-106442	242	15	,	,	PUNCT
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esrj-106442	242	19	2018	2018	NUM
esrj-106442	242	20	)	)	PUNCT
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esrj-106442	242	28	neural	neural	ADJ
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esrj-106442	243	7	9(1	9(1	NUM
esrj-106442	243	8	)	)	PUNCT
esrj-106442	243	9	,	,	PUNCT
esrj-106442	243	10	543	543	NUM
esrj-106442	243	11	-	-	SYM
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esrj-106442	243	13	.	.	PUNCT
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esrj-106442	244	8	,	,	PUNCT
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esrj-106442	244	10	,	,	PUNCT
esrj-106442	244	11	&	&	CCONJ
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esrj-106442	244	13	,	,	PUNCT
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esrj-106442	244	17	)	)	PUNCT
esrj-106442	244	18	.	.	PUNCT
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esrj-106442	245	6	surface	surface	NOUN
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esrj-106442	246	7	,	,	PUNCT
esrj-106442	246	8	58(3	58(3	NUM
esrj-106442	246	9	)	)	PUNCT
esrj-106442	246	10	,	,	PUNCT
esrj-106442	246	11	306	306	NUM
esrj-106442	246	12	-	-	SYM
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esrj-106442	246	14	.	.	PUNCT
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esrj-106442	247	7	)	)	PUNCT
esrj-106442	247	8	.	.	PUNCT
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esrj-106442	249	7	.	.	PUNCT
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esrj-106442	250	4	-	-	SYM
esrj-106442	250	5	8895	8895	NUM
esrj-106442	250	6	-	-	PUNCT
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esrj-106442	250	8	-	-	PUNCT
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esrj-106442	251	4	)	)	PUNCT
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esrj-106442	251	6	)	)	PUNCT
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