id	sid	tid	token	lemma	pos
ajtas-727	1	1	american	american	PROPN
ajtas-727	1	2	journal	journal	PROPN
ajtas-727	1	3	of	of	ADP
ajtas-727	1	4	technology	technology	NOUN
ajtas-727	1	5	and	and	CCONJ
ajtas-727	1	6	applied	apply	VERB
ajtas-727	1	7	sciences	sciences	PROPN
ajtas-727	1	8	issn	issn	X
ajtas-727	1	9	(	(	PUNCT
ajtas-727	1	10	e	e	NOUN
ajtas-727	1	11	):	):	PUNCT
ajtas-727	1	12	2832	2832	NUM
ajtas-727	1	13	-	-	SYM
ajtas-727	1	14	1766	1766	NUM
ajtas-727	1	15	volume	volume	NOUN
ajtas-727	1	16	39	39	NUM
ajtas-727	1	17	,	,	PUNCT
ajtas-727	1	18	august	august	PROPN
ajtas-727	1	19	2025	2025	NUM
ajtas-727	1	20	p	p	NOUN
ajtas-727	2	1	a	a	DET
ajtas-727	2	2	g	g	NOUN
ajtas-727	2	3	e	e	NOUN
ajtas-727	2	4	|	|	ADV
ajtas-727	2	5	9	9	NUM
ajtas-727	2	6	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-727	2	7	hydraulic	hydraulic	ADJ
ajtas-727	2	8	optimization	optimization	NOUN
ajtas-727	2	9	of	of	ADP
ajtas-727	2	10	open	open	ADJ
ajtas-727	2	11	channel	channel	NOUN
ajtas-727	2	12	flows	flow	NOUN
ajtas-727	2	13	using	use	VERB
ajtas-727	2	14	modern	modern	ADJ
ajtas-727	2	15	computational	computational	ADJ
ajtas-727	2	16	methods	method	NOUN
ajtas-727	2	17	and	and	CCONJ
ajtas-727	2	18	ecohydraulic	ecohydraulic	ADJ
ajtas-727	2	19	considerations	consideration	NOUN
ajtas-727	2	20	sh	sh	PROPN
ajtas-727	2	21	.	.	PROPN
ajtas-727	2	22	egamberdiyeva	egamberdiyeva	PROPN
ajtas-727	2	23	head	head	PROPN
ajtas-727	2	24	of	of	ADP
ajtas-727	2	25	the	the	DET
ajtas-727	2	26	"	"	PUNCT
ajtas-727	2	27	architecture	architecture	NOUN
ajtas-727	2	28	and	and	CCONJ
ajtas-727	2	29	hydraulic	hydraulic	ADJ
ajtas-727	2	30	engineering	engineering	NOUN
ajtas-727	2	31	"	"	PUNCT
ajtas-727	2	32	department	department	PROPN
ajtas-727	2	33	of	of	ADP
ajtas-727	2	34	andijan	andijan	PROPN
ajtas-727	2	35	state	state	PROPN
ajtas-727	2	36	technical	technical	PROPN
ajtas-727	2	37	institute	institute	PROPN
ajtas-727	2	38	a	a	DET
ajtas-727	2	39	b	b	PROPN
ajtas-727	2	40	s	s	ADP
ajtas-727	2	41	t	t	PROPN
ajtas-727	2	42	r	r	NOUN
ajtas-727	2	43	a	a	DET
ajtas-727	2	44	c	c	NOUN
ajtas-727	2	45	t	t	NOUN
ajtas-727	2	46	k	k	X
ajtas-727	2	47	e	e	PROPN
ajtas-727	2	48	y	y	PROPN
ajtas-727	2	49	w	w	NOUN
ajtas-727	2	50	o	o	NOUN
ajtas-727	2	51	r	r	NOUN
ajtas-727	2	52	d	d	X
ajtas-727	2	53	s	s	VERB
ajtas-727	2	54	the	the	DET
ajtas-727	2	55	optimization	optimization	NOUN
ajtas-727	2	56	of	of	ADP
ajtas-727	2	57	open	open	ADJ
ajtas-727	2	58	channel	channel	NOUN
ajtas-727	2	59	flows	flow	NOUN
ajtas-727	2	60	remains	remain	VERB
ajtas-727	2	61	a	a	DET
ajtas-727	2	62	cornerstone	cornerstone	NOUN
ajtas-727	2	63	of	of	ADP
ajtas-727	2	64	efficient	efficient	ADJ
ajtas-727	2	65	water	water	NOUN
ajtas-727	2	66	resources	resource	NOUN
ajtas-727	2	67	management	management	NOUN
ajtas-727	2	68	,	,	PUNCT
ajtas-727	2	69	particularly	particularly	ADV
ajtas-727	2	70	in	in	ADP
ajtas-727	2	71	the	the	DET
ajtas-727	2	72	context	context	NOUN
ajtas-727	2	73	of	of	ADP
ajtas-727	2	74	climate	climate	NOUN
ajtas-727	2	75	variability	variability	NOUN
ajtas-727	2	76	,	,	PUNCT
ajtas-727	2	77	increased	increase	VERB
ajtas-727	2	78	demand	demand	NOUN
ajtas-727	2	79	for	for	ADP
ajtas-727	2	80	irrigation	irrigation	NOUN
ajtas-727	2	81	,	,	PUNCT
ajtas-727	2	82	and	and	CCONJ
ajtas-727	2	83	ecological	ecological	ADJ
ajtas-727	2	84	sustainability	sustainability	NOUN
ajtas-727	2	85	.	.	PUNCT
ajtas-727	3	1	this	this	DET
ajtas-727	3	2	paper	paper	NOUN
ajtas-727	3	3	investigates	investigate	VERB
ajtas-727	3	4	the	the	DET
ajtas-727	3	5	application	application	NOUN
ajtas-727	3	6	of	of	ADP
ajtas-727	3	7	modern	modern	ADJ
ajtas-727	3	8	computational	computational	ADJ
ajtas-727	3	9	techniques	technique	NOUN
ajtas-727	3	10	,	,	PUNCT
ajtas-727	3	11	including	include	VERB
ajtas-727	3	12	computational	computational	ADJ
ajtas-727	3	13	fluid	fluid	ADJ
ajtas-727	3	14	dynamics	dynamic	NOUN
ajtas-727	3	15	(	(	PUNCT
ajtas-727	3	16	cfd	cfd	NOUN
ajtas-727	3	17	)	)	PUNCT
ajtas-727	3	18	,	,	PUNCT
ajtas-727	3	19	artificial	artificial	ADJ
ajtas-727	3	20	intelligence	intelligence	NOUN
ajtas-727	3	21	(	(	PUNCT
ajtas-727	3	22	ai	ai	NOUN
ajtas-727	3	23	)	)	PUNCT
ajtas-727	3	24	,	,	PUNCT
ajtas-727	3	25	and	and	CCONJ
ajtas-727	3	26	ecohydraulic	ecohydraulic	ADJ
ajtas-727	3	27	modeling	modeling	NOUN
ajtas-727	3	28	,	,	PUNCT
ajtas-727	3	29	to	to	PART
ajtas-727	3	30	enhance	enhance	VERB
ajtas-727	3	31	the	the	DET
ajtas-727	3	32	hydraulic	hydraulic	ADJ
ajtas-727	3	33	performance	performance	NOUN
ajtas-727	3	34	of	of	ADP
ajtas-727	3	35	open	open	ADJ
ajtas-727	3	36	channels	channel	NOUN
ajtas-727	3	37	while	while	SCONJ
ajtas-727	3	38	preserving	preserve	VERB
ajtas-727	3	39	aquatic	aquatic	ADJ
ajtas-727	3	40	habitats	habitat	NOUN
ajtas-727	3	41	and	and	CCONJ
ajtas-727	3	42	ecological	ecological	ADJ
ajtas-727	3	43	integrity	integrity	NOUN
ajtas-727	3	44	.	.	PUNCT
ajtas-727	4	1	the	the	DET
ajtas-727	4	2	study	study	NOUN
ajtas-727	4	3	emphasizes	emphasize	VERB
ajtas-727	4	4	the	the	DET
ajtas-727	4	5	integration	integration	NOUN
ajtas-727	4	6	of	of	ADP
ajtas-727	4	7	hydraulic	hydraulic	ADJ
ajtas-727	4	8	efficiency	efficiency	NOUN
ajtas-727	4	9	with	with	ADP
ajtas-727	4	10	ecological	ecological	ADJ
ajtas-727	4	11	considerations	consideration	NOUN
ajtas-727	4	12	—	—	PUNCT
ajtas-727	4	13	a	a	DET
ajtas-727	4	14	synergy	synergy	NOUN
ajtas-727	4	15	that	that	PRON
ajtas-727	4	16	is	be	AUX
ajtas-727	4	17	critical	critical	ADJ
ajtas-727	4	18	in	in	ADP
ajtas-727	4	19	contemporary	contemporary	ADJ
ajtas-727	4	20	engineering	engineering	NOUN
ajtas-727	4	21	.	.	PUNCT
ajtas-727	5	1	it	it	PRON
ajtas-727	5	2	combines	combine	VERB
ajtas-727	5	3	numerical	numerical	ADJ
ajtas-727	5	4	simulation	simulation	NOUN
ajtas-727	5	5	,	,	PUNCT
ajtas-727	5	6	flow	flow	NOUN
ajtas-727	5	7	profiling	profiling	NOUN
ajtas-727	5	8	,	,	PUNCT
ajtas-727	5	9	and	and	CCONJ
ajtas-727	5	10	habitat	habitat	NOUN
ajtas-727	5	11	modeling	modeling	NOUN
ajtas-727	5	12	across	across	ADP
ajtas-727	5	13	various	various	ADJ
ajtas-727	5	14	channel	channel	NOUN
ajtas-727	5	15	geometries	geometry	NOUN
ajtas-727	5	16	,	,	PUNCT
ajtas-727	5	17	substrate	substrate	NOUN
ajtas-727	5	18	conditions	condition	NOUN
ajtas-727	5	19	,	,	PUNCT
ajtas-727	5	20	and	and	CCONJ
ajtas-727	5	21	environmental	environmental	ADJ
ajtas-727	5	22	flow	flow	NOUN
ajtas-727	5	23	scenarios	scenario	NOUN
ajtas-727	5	24	.	.	PUNCT
ajtas-727	6	1	case	case	NOUN
ajtas-727	6	2	studies	study	NOUN
ajtas-727	6	3	from	from	ADP
ajtas-727	6	4	semi	semi	ADJ
ajtas-727	6	5	-	-	ADJ
ajtas-727	6	6	arid	arid	ADJ
ajtas-727	6	7	regions	region	NOUN
ajtas-727	6	8	,	,	PUNCT
ajtas-727	6	9	including	include	VERB
ajtas-727	6	10	central	central	PROPN
ajtas-727	6	11	asia	asia	PROPN
ajtas-727	6	12	,	,	PUNCT
ajtas-727	6	13	demonstrate	demonstrate	VERB
ajtas-727	6	14	the	the	DET
ajtas-727	6	15	practical	practical	ADJ
ajtas-727	6	16	benefits	benefit	NOUN
ajtas-727	6	17	of	of	ADP
ajtas-727	6	18	using	use	VERB
ajtas-727	6	19	hybrid	hybrid	ADJ
ajtas-727	6	20	models	model	NOUN
ajtas-727	6	21	for	for	ADP
ajtas-727	6	22	optimal	optimal	ADJ
ajtas-727	6	23	flow	flow	NOUN
ajtas-727	6	24	distribution	distribution	NOUN
ajtas-727	6	25	,	,	PUNCT
ajtas-727	6	26	energy	energy	NOUN
ajtas-727	6	27	dissipation	dissipation	NOUN
ajtas-727	6	28	,	,	PUNCT
ajtas-727	6	29	and	and	CCONJ
ajtas-727	6	30	sediment	sediment	NOUN
ajtas-727	6	31	transport	transport	NOUN
ajtas-727	6	32	control	control	NOUN
ajtas-727	6	33	.	.	PUNCT
ajtas-727	7	1	the	the	DET
ajtas-727	7	2	paper	paper	NOUN
ajtas-727	7	3	concludes	conclude	VERB
ajtas-727	7	4	with	with	ADP
ajtas-727	7	5	strategic	strategic	ADJ
ajtas-727	7	6	guidelines	guideline	NOUN
ajtas-727	7	7	for	for	ADP
ajtas-727	7	8	implementing	implement	VERB
ajtas-727	7	9	computationally	computationally	ADV
ajtas-727	7	10	-	-	PUNCT
ajtas-727	7	11	driven	drive	VERB
ajtas-727	7	12	hydraulic	hydraulic	ADJ
ajtas-727	7	13	optimization	optimization	NOUN
ajtas-727	7	14	in	in	ADP
ajtas-727	7	15	environmentally	environmentally	ADV
ajtas-727	7	16	sensitive	sensitive	ADJ
ajtas-727	7	17	areas	area	NOUN
ajtas-727	7	18	,	,	PUNCT
ajtas-727	7	19	thus	thus	ADV
ajtas-727	7	20	supporting	support	VERB
ajtas-727	7	21	sustainable	sustainable	ADJ
ajtas-727	7	22	infrastructure	infrastructure	NOUN
ajtas-727	7	23	development	development	NOUN
ajtas-727	7	24	and	and	CCONJ
ajtas-727	7	25	water	water	NOUN
ajtas-727	7	26	resource	resource	NOUN
ajtas-727	7	27	governance	governance	NOUN
ajtas-727	7	28	.	.	PUNCT
ajtas-727	8	1	open	open	ADJ
ajtas-727	8	2	channel	channel	NOUN
ajtas-727	8	3	flow	flow	NOUN
ajtas-727	8	4	,	,	PUNCT
ajtas-727	8	5	hydraulic	hydraulic	ADJ
ajtas-727	8	6	optimization	optimization	NOUN
ajtas-727	8	7	,	,	PUNCT
ajtas-727	8	8	computational	computational	ADJ
ajtas-727	8	9	fluid	fluid	ADJ
ajtas-727	8	10	dynamics	dynamic	NOUN
ajtas-727	8	11	,	,	PUNCT
ajtas-727	8	12	ecohydraulics	ecohydraulic	NOUN
ajtas-727	8	13	,	,	PUNCT
ajtas-727	8	14	artificial	artificial	ADJ
ajtas-727	8	15	intelligence	intelligence	NOUN
ajtas-727	8	16	,	,	PUNCT
ajtas-727	8	17	environmental	environmental	ADJ
ajtas-727	8	18	flow	flow	NOUN
ajtas-727	8	19	,	,	PUNCT
ajtas-727	8	20	habitat	habitat	NOUN
ajtas-727	8	21	modeling	modeling	NOUN
ajtas-727	8	22	,	,	PUNCT
ajtas-727	8	23	water	water	NOUN
ajtas-727	8	24	management	management	NOUN
ajtas-727	8	25	.	.	PUNCT
ajtas-727	9	1	introduction	introduction	NOUN
ajtas-727	9	2	open	open	ADJ
ajtas-727	9	3	channel	channel	NOUN
ajtas-727	9	4	flow	flow	NOUN
ajtas-727	9	5	systems	system	NOUN
ajtas-727	9	6	are	be	AUX
ajtas-727	9	7	fundamental	fundamental	ADJ
ajtas-727	9	8	components	component	NOUN
ajtas-727	9	9	of	of	ADP
ajtas-727	9	10	hydraulic	hydraulic	ADJ
ajtas-727	9	11	infrastructure	infrastructure	NOUN
ajtas-727	9	12	used	use	VERB
ajtas-727	9	13	for	for	ADP
ajtas-727	9	14	irrigation	irrigation	NOUN
ajtas-727	9	15	,	,	PUNCT
ajtas-727	9	16	drainage	drainage	NOUN
ajtas-727	9	17	,	,	PUNCT
ajtas-727	9	18	flood	flood	NOUN
ajtas-727	9	19	control	control	NOUN
ajtas-727	9	20	,	,	PUNCT
ajtas-727	9	21	and	and	CCONJ
ajtas-727	9	22	urban	urban	ADJ
ajtas-727	9	23	water	water	NOUN
ajtas-727	9	24	supply	supply	NOUN
ajtas-727	9	25	.	.	PUNCT
ajtas-727	10	1	traditionally	traditionally	ADV
ajtas-727	10	2	,	,	PUNCT
ajtas-727	10	3	hydraulic	hydraulic	ADJ
ajtas-727	10	4	optimization	optimization	NOUN
ajtas-727	10	5	in	in	ADP
ajtas-727	10	6	such	such	ADJ
ajtas-727	10	7	systems	system	NOUN
ajtas-727	10	8	focused	focus	VERB
ajtas-727	10	9	primarily	primarily	ADV
ajtas-727	10	10	on	on	ADP
ajtas-727	10	11	minimizing	minimize	VERB
ajtas-727	10	12	energy	energy	NOUN
ajtas-727	10	13	losses	loss	NOUN
ajtas-727	10	14	,	,	PUNCT
ajtas-727	10	15	maximizing	maximize	VERB
ajtas-727	10	16	conveyance	conveyance	NOUN
ajtas-727	10	17	efficiency	efficiency	NOUN
ajtas-727	10	18	,	,	PUNCT
ajtas-727	10	19	and	and	CCONJ
ajtas-727	10	20	ensuring	ensure	VERB
ajtas-727	10	21	structural	structural	ADJ
ajtas-727	10	22	stability	stability	NOUN
ajtas-727	10	23	.	.	PUNCT
ajtas-727	11	1	however	however	ADV
ajtas-727	11	2	,	,	PUNCT
ajtas-727	11	3	the	the	DET
ajtas-727	11	4	increasing	increase	VERB
ajtas-727	11	5	emphasis	emphasis	NOUN
ajtas-727	11	6	on	on	ADP
ajtas-727	11	7	ecological	ecological	ADJ
ajtas-727	11	8	sustainability	sustainability	NOUN
ajtas-727	11	9	,	,	PUNCT
ajtas-727	11	10	climate	climate	NOUN
ajtas-727	11	11	resilience	resilience	NOUN
ajtas-727	11	12	,	,	PUNCT
ajtas-727	11	13	and	and	CCONJ
ajtas-727	11	14	integrated	integrate	VERB
ajtas-727	11	15	water	water	NOUN
ajtas-727	11	16	resources	resource	NOUN
ajtas-727	11	17	management	management	NOUN
ajtas-727	11	18	has	have	AUX
ajtas-727	11	19	necessitated	necessitate	VERB
ajtas-727	11	20	a	a	DET
ajtas-727	11	21	broader	broad	ADJ
ajtas-727	11	22	approach	approach	NOUN
ajtas-727	11	23	—	—	PUNCT
ajtas-727	11	24	one	one	NUM
ajtas-727	11	25	that	that	PRON
ajtas-727	11	26	combines	combine	VERB
ajtas-727	11	27	hydraulic	hydraulic	ADJ
ajtas-727	11	28	performance	performance	NOUN
ajtas-727	11	29	with	with	ADP
ajtas-727	11	30	environmental	environmental	ADJ
ajtas-727	11	31	compatibility	compatibility	NOUN
ajtas-727	11	32	.	.	PUNCT
ajtas-727	12	1	this	this	DET
ajtas-727	12	2	shift	shift	NOUN
ajtas-727	12	3	has	have	AUX
ajtas-727	12	4	given	give	VERB
ajtas-727	12	5	rise	rise	NOUN
ajtas-727	12	6	to	to	ADP
ajtas-727	12	7	the	the	DET
ajtas-727	12	8	field	field	NOUN
ajtas-727	12	9	of	of	ADP
ajtas-727	12	10	american	american	ADJ
ajtas-727	12	11	journal	journal	PROPN
ajtas-727	12	12	of	of	ADP
ajtas-727	12	13	technology	technology	NOUN
ajtas-727	12	14	and	and	CCONJ
ajtas-727	12	15	applied	apply	VERB
ajtas-727	12	16	sciences	science	NOUN
ajtas-727	12	17	39	39	NUM
ajtas-727	12	18	,	,	PUNCT
ajtas-727	12	19	august	august	PROPN
ajtas-727	12	20	2025	2025	NUM
ajtas-727	12	21	p	p	NOUN
ajtas-727	12	22	a	a	DET
ajtas-727	12	23	g	g	NOUN
ajtas-727	12	24	e	e	NOUN
ajtas-727	12	25	|	|	ADV
ajtas-727	12	26	10	10	NUM
ajtas-727	12	27	www.americanjournal.org	www.americanjournal.org	PROPN
ajtas-727	12	28	ecohydraulics	ecohydraulic	NOUN
ajtas-727	12	29	,	,	PUNCT
ajtas-727	12	30	which	which	PRON
ajtas-727	12	31	seeks	seek	VERB
ajtas-727	12	32	to	to	PART
ajtas-727	12	33	harmonize	harmonize	VERB
ajtas-727	12	34	engineering	engineering	NOUN
ajtas-727	12	35	objectives	objective	NOUN
ajtas-727	12	36	with	with	ADP
ajtas-727	12	37	the	the	DET
ajtas-727	12	38	ecological	ecological	ADJ
ajtas-727	12	39	needs	need	NOUN
ajtas-727	12	40	of	of	ADP
ajtas-727	12	41	aquatic	aquatic	ADJ
ajtas-727	12	42	systems	system	NOUN
ajtas-727	12	43	.	.	PUNCT
ajtas-727	13	1	at	at	ADP
ajtas-727	13	2	the	the	DET
ajtas-727	13	3	same	same	ADJ
ajtas-727	13	4	time	time	NOUN
ajtas-727	13	5	,	,	PUNCT
ajtas-727	13	6	the	the	DET
ajtas-727	13	7	evolution	evolution	NOUN
ajtas-727	13	8	of	of	ADP
ajtas-727	13	9	computational	computational	ADJ
ajtas-727	13	10	capabilities	capability	NOUN
ajtas-727	13	11	has	have	AUX
ajtas-727	13	12	revolutionized	revolutionize	VERB
ajtas-727	13	13	the	the	DET
ajtas-727	13	14	field	field	NOUN
ajtas-727	13	15	of	of	ADP
ajtas-727	13	16	hydraulic	hydraulic	ADJ
ajtas-727	13	17	engineering	engineering	NOUN
ajtas-727	13	18	.	.	PUNCT
ajtas-727	14	1	tools	tool	NOUN
ajtas-727	14	2	such	such	ADJ
ajtas-727	14	3	as	as	ADP
ajtas-727	14	4	computational	computational	ADJ
ajtas-727	14	5	fluid	fluid	ADJ
ajtas-727	14	6	dynamics	dynamic	NOUN
ajtas-727	14	7	(	(	PUNCT
ajtas-727	14	8	cfd	cfd	NOUN
ajtas-727	14	9	)	)	PUNCT
ajtas-727	14	10	,	,	PUNCT
ajtas-727	14	11	genetic	genetic	ADJ
ajtas-727	14	12	algorithms	algorithm	NOUN
ajtas-727	14	13	(	(	PUNCT
ajtas-727	14	14	ga	ga	NOUN
ajtas-727	14	15	)	)	PUNCT
ajtas-727	14	16	,	,	PUNCT
ajtas-727	14	17	machine	machine	NOUN
ajtas-727	14	18	learning	learning	NOUN
ajtas-727	14	19	(	(	PUNCT
ajtas-727	14	20	ml	ml	NOUN
ajtas-727	14	21	)	)	PUNCT
ajtas-727	14	22	,	,	PUNCT
ajtas-727	14	23	and	and	CCONJ
ajtas-727	14	24	hybrid	hybrid	ADJ
ajtas-727	14	25	data	data	NOUN
ajtas-727	14	26	-	-	PUNCT
ajtas-727	14	27	driven	drive	VERB
ajtas-727	14	28	models	model	NOUN
ajtas-727	14	29	now	now	ADV
ajtas-727	14	30	enable	enable	VERB
ajtas-727	14	31	engineers	engineer	NOUN
ajtas-727	14	32	to	to	PART
ajtas-727	14	33	simulate	simulate	VERB
ajtas-727	14	34	complex	complex	ADJ
ajtas-727	14	35	flow	flow	NOUN
ajtas-727	14	36	conditions	condition	NOUN
ajtas-727	14	37	,	,	PUNCT
ajtas-727	14	38	optimize	optimize	VERB
ajtas-727	14	39	design	design	NOUN
ajtas-727	14	40	parameters	parameter	NOUN
ajtas-727	14	41	,	,	PUNCT
ajtas-727	14	42	and	and	CCONJ
ajtas-727	14	43	predict	predict	VERB
ajtas-727	14	44	ecological	ecological	ADJ
ajtas-727	14	45	responses	response	NOUN
ajtas-727	14	46	with	with	ADP
ajtas-727	14	47	unprecedented	unprecedented	ADJ
ajtas-727	14	48	precision	precision	NOUN
ajtas-727	14	49	.	.	PUNCT
ajtas-727	15	1	in	in	ADP
ajtas-727	15	2	regions	region	NOUN
ajtas-727	15	3	such	such	ADJ
ajtas-727	15	4	as	as	ADP
ajtas-727	15	5	uzbekistan	uzbekistan	PROPN
ajtas-727	15	6	and	and	CCONJ
ajtas-727	15	7	other	other	ADJ
ajtas-727	15	8	central	central	ADJ
ajtas-727	15	9	asian	asian	ADJ
ajtas-727	15	10	republics	republic	NOUN
ajtas-727	15	11	,	,	PUNCT
ajtas-727	15	12	where	where	SCONJ
ajtas-727	15	13	water	water	NOUN
ajtas-727	15	14	scarcity	scarcity	NOUN
ajtas-727	15	15	and	and	CCONJ
ajtas-727	15	16	ecological	ecological	ADJ
ajtas-727	15	17	degradation	degradation	NOUN
ajtas-727	15	18	are	be	AUX
ajtas-727	15	19	prominent	prominent	ADJ
ajtas-727	15	20	concerns	concern	NOUN
ajtas-727	15	21	,	,	PUNCT
ajtas-727	15	22	the	the	DET
ajtas-727	15	23	application	application	NOUN
ajtas-727	15	24	of	of	ADP
ajtas-727	15	25	such	such	ADJ
ajtas-727	15	26	methods	method	NOUN
ajtas-727	15	27	is	be	AUX
ajtas-727	15	28	particularly	particularly	ADV
ajtas-727	15	29	relevant	relevant	ADJ
ajtas-727	15	30	.	.	PUNCT
ajtas-727	16	1	this	this	DET
ajtas-727	16	2	paper	paper	NOUN
ajtas-727	16	3	explores	explore	VERB
ajtas-727	16	4	the	the	DET
ajtas-727	16	5	confluence	confluence	NOUN
ajtas-727	16	6	of	of	ADP
ajtas-727	16	7	advanced	advanced	ADJ
ajtas-727	16	8	computational	computational	ADJ
ajtas-727	16	9	tools	tool	NOUN
ajtas-727	16	10	and	and	CCONJ
ajtas-727	16	11	ecohydraulic	ecohydraulic	ADJ
ajtas-727	16	12	principles	principle	NOUN
ajtas-727	16	13	for	for	ADP
ajtas-727	16	14	optimizing	optimize	VERB
ajtas-727	16	15	open	open	ADJ
ajtas-727	16	16	channel	channel	NOUN
ajtas-727	16	17	flows	flow	NOUN
ajtas-727	16	18	.	.	PUNCT
ajtas-727	17	1	it	it	PRON
ajtas-727	17	2	examines	examine	VERB
ajtas-727	17	3	the	the	DET
ajtas-727	17	4	effectiveness	effectiveness	NOUN
ajtas-727	17	5	of	of	ADP
ajtas-727	17	6	various	various	ADJ
ajtas-727	17	7	computational	computational	ADJ
ajtas-727	17	8	strategies	strategy	NOUN
ajtas-727	17	9	in	in	ADP
ajtas-727	17	10	improving	improve	VERB
ajtas-727	17	11	hydraulic	hydraulic	ADJ
ajtas-727	17	12	performance	performance	NOUN
ajtas-727	17	13	while	while	SCONJ
ajtas-727	17	14	maintaining	maintain	VERB
ajtas-727	17	15	or	or	CCONJ
ajtas-727	17	16	enhancing	enhance	VERB
ajtas-727	17	17	ecological	ecological	ADJ
ajtas-727	17	18	functionality	functionality	NOUN
ajtas-727	17	19	.	.	PUNCT
ajtas-727	18	1	by	by	ADP
ajtas-727	18	2	integrating	integrate	VERB
ajtas-727	18	3	numerical	numerical	ADJ
ajtas-727	18	4	modeling	modeling	NOUN
ajtas-727	18	5	,	,	PUNCT
ajtas-727	18	6	field	field	NOUN
ajtas-727	18	7	data	datum	NOUN
ajtas-727	18	8	,	,	PUNCT
ajtas-727	18	9	and	and	CCONJ
ajtas-727	18	10	ecological	ecological	ADJ
ajtas-727	18	11	indicators	indicator	NOUN
ajtas-727	18	12	,	,	PUNCT
ajtas-727	18	13	the	the	DET
ajtas-727	18	14	research	research	NOUN
ajtas-727	18	15	aims	aim	VERB
ajtas-727	18	16	to	to	PART
ajtas-727	18	17	provide	provide	VERB
ajtas-727	18	18	actionable	actionable	ADJ
ajtas-727	18	19	insights	insight	NOUN
ajtas-727	18	20	into	into	ADP
ajtas-727	18	21	designing	design	VERB
ajtas-727	18	22	and	and	CCONJ
ajtas-727	18	23	managing	manage	VERB
ajtas-727	18	24	sustainable	sustainable	ADJ
ajtas-727	18	25	open	open	ADJ
ajtas-727	18	26	channel	channel	NOUN
ajtas-727	18	27	systems	system	NOUN
ajtas-727	18	28	.	.	PUNCT
ajtas-727	19	1	methods	method	NOUN
ajtas-727	19	2	the	the	DET
ajtas-727	19	3	methodology	methodology	NOUN
ajtas-727	19	4	adopted	adopt	VERB
ajtas-727	19	5	in	in	ADP
ajtas-727	19	6	this	this	DET
ajtas-727	19	7	research	research	NOUN
ajtas-727	19	8	integrates	integrate	VERB
ajtas-727	19	9	computational	computational	ADJ
ajtas-727	19	10	modeling	modeling	NOUN
ajtas-727	19	11	,	,	PUNCT
ajtas-727	19	12	ecological	ecological	ADJ
ajtas-727	19	13	assessment	assessment	NOUN
ajtas-727	19	14	,	,	PUNCT
ajtas-727	19	15	and	and	CCONJ
ajtas-727	19	16	optimization	optimization	NOUN
ajtas-727	19	17	algorithms	algorithm	NOUN
ajtas-727	19	18	to	to	PART
ajtas-727	19	19	evaluate	evaluate	VERB
ajtas-727	19	20	and	and	CCONJ
ajtas-727	19	21	enhance	enhance	VERB
ajtas-727	19	22	open	open	ADJ
ajtas-727	19	23	channel	channel	NOUN
ajtas-727	19	24	flow	flow	NOUN
ajtas-727	19	25	systems	system	NOUN
ajtas-727	19	26	.	.	PUNCT
ajtas-727	20	1	the	the	DET
ajtas-727	20	2	study	study	NOUN
ajtas-727	20	3	utilized	utilize	VERB
ajtas-727	20	4	high	high	ADJ
ajtas-727	20	5	-	-	PUNCT
ajtas-727	20	6	resolution	resolution	NOUN
ajtas-727	20	7	computational	computational	ADJ
ajtas-727	20	8	fluid	fluid	NOUN
ajtas-727	20	9	dynamics	dynamic	NOUN
ajtas-727	20	10	(	(	PUNCT
ajtas-727	20	11	cfd	cfd	NOUN
ajtas-727	20	12	)	)	PUNCT
ajtas-727	20	13	simulations	simulation	NOUN
ajtas-727	20	14	using	use	VERB
ajtas-727	20	15	ansys	ansys	PROPN
ajtas-727	20	16	fluent	fluent	ADJ
ajtas-727	20	17	and	and	CCONJ
ajtas-727	20	18	openfoam	openfoam	PROPN
ajtas-727	20	19	platforms	platform	NOUN
ajtas-727	20	20	to	to	PART
ajtas-727	20	21	model	model	VERB
ajtas-727	20	22	flow	flow	NOUN
ajtas-727	20	23	behavior	behavior	NOUN
ajtas-727	20	24	under	under	ADP
ajtas-727	20	25	varying	vary	VERB
ajtas-727	20	26	hydraulic	hydraulic	ADJ
ajtas-727	20	27	and	and	CCONJ
ajtas-727	20	28	geometric	geometric	ADJ
ajtas-727	20	29	conditions	condition	NOUN
ajtas-727	20	30	.	.	PUNCT
ajtas-727	21	1	key	key	ADJ
ajtas-727	21	2	parameters	parameter	NOUN
ajtas-727	21	3	included	include	VERB
ajtas-727	21	4	velocity	velocity	NOUN
ajtas-727	21	5	distribution	distribution	NOUN
ajtas-727	21	6	,	,	PUNCT
ajtas-727	21	7	turbulence	turbulence	NOUN
ajtas-727	21	8	intensity	intensity	NOUN
ajtas-727	21	9	,	,	PUNCT
ajtas-727	21	10	flow	flow	NOUN
ajtas-727	21	11	depth	depth	NOUN
ajtas-727	21	12	,	,	PUNCT
ajtas-727	21	13	shear	shear	NOUN
ajtas-727	21	14	stress	stress	NOUN
ajtas-727	21	15	,	,	PUNCT
ajtas-727	21	16	and	and	CCONJ
ajtas-727	21	17	sediment	sediment	NOUN
ajtas-727	21	18	transport	transport	NOUN
ajtas-727	21	19	potential	potential	NOUN
ajtas-727	21	20	.	.	PUNCT
ajtas-727	22	1	these	these	DET
ajtas-727	22	2	models	model	NOUN
ajtas-727	22	3	were	be	AUX
ajtas-727	22	4	calibrated	calibrate	VERB
ajtas-727	22	5	and	and	CCONJ
ajtas-727	22	6	validated	validate	VERB
ajtas-727	22	7	using	use	VERB
ajtas-727	22	8	field	field	NOUN
ajtas-727	22	9	data	datum	NOUN
ajtas-727	22	10	from	from	ADP
ajtas-727	22	11	irrigation	irrigation	NOUN
ajtas-727	22	12	and	and	CCONJ
ajtas-727	22	13	drainage	drainage	NOUN
ajtas-727	22	14	channels	channel	NOUN
ajtas-727	22	15	in	in	ADP
ajtas-727	22	16	the	the	DET
ajtas-727	22	17	fergana	fergana	PROPN
ajtas-727	22	18	valley	valley	NOUN
ajtas-727	22	19	and	and	CCONJ
ajtas-727	22	20	zarafshan	zarafshan	PROPN
ajtas-727	22	21	basin	basin	NOUN
ajtas-727	22	22	in	in	ADP
ajtas-727	22	23	uzbekistan	uzbekistan	PROPN
ajtas-727	22	24	.	.	PUNCT
ajtas-727	23	1	additionally	additionally	ADV
ajtas-727	23	2	,	,	PUNCT
ajtas-727	23	3	artificial	artificial	ADJ
ajtas-727	23	4	intelligence	intelligence	NOUN
ajtas-727	23	5	techniques	technique	NOUN
ajtas-727	23	6	such	such	ADJ
ajtas-727	23	7	as	as	ADP
ajtas-727	23	8	artificial	artificial	ADJ
ajtas-727	23	9	neural	neural	ADJ
ajtas-727	23	10	networks	network	NOUN
ajtas-727	23	11	(	(	PUNCT
ajtas-727	23	12	ann	ann	PROPN
ajtas-727	23	13	)	)	PUNCT
ajtas-727	23	14	and	and	CCONJ
ajtas-727	23	15	genetic	genetic	ADJ
ajtas-727	23	16	algorithms	algorithm	NOUN
ajtas-727	23	17	(	(	PUNCT
ajtas-727	23	18	ga	ga	NOUN
ajtas-727	23	19	)	)	PUNCT
ajtas-727	23	20	were	be	AUX
ajtas-727	23	21	employed	employ	VERB
ajtas-727	23	22	to	to	PART
ajtas-727	23	23	identify	identify	VERB
ajtas-727	23	24	optimal	optimal	ADJ
ajtas-727	23	25	channel	channel	NOUN
ajtas-727	23	26	configurations	configuration	NOUN
ajtas-727	23	27	that	that	PRON
ajtas-727	23	28	balance	balance	VERB
ajtas-727	23	29	hydraulic	hydraulic	ADJ
ajtas-727	23	30	efficiency	efficiency	NOUN
ajtas-727	23	31	with	with	ADP
ajtas-727	23	32	ecological	ecological	ADJ
ajtas-727	23	33	metrics	metric	NOUN
ajtas-727	23	34	.	.	PUNCT
ajtas-727	24	1	ecohydraulic	ecohydraulic	ADJ
ajtas-727	24	2	assessments	assessment	NOUN
ajtas-727	24	3	were	be	AUX
ajtas-727	24	4	conducted	conduct	VERB
ajtas-727	24	5	using	use	VERB
ajtas-727	24	6	instream	instream	NOUN
ajtas-727	24	7	flow	flow	NOUN
ajtas-727	24	8	incremental	incremental	ADJ
ajtas-727	24	9	methodology	methodology	NOUN
ajtas-727	24	10	(	(	PUNCT
ajtas-727	24	11	ifim	ifim	NOUN
ajtas-727	24	12	)	)	PUNCT
ajtas-727	24	13	and	and	CCONJ
ajtas-727	24	14	habitat	habitat	PROPN
ajtas-727	24	15	suitability	suitability	NOUN
ajtas-727	24	16	index	index	NOUN
ajtas-727	24	17	(	(	PUNCT
ajtas-727	24	18	hsi	hsi	PROPN
ajtas-727	24	19	)	)	PUNCT
ajtas-727	24	20	models	model	NOUN
ajtas-727	24	21	to	to	PART
ajtas-727	24	22	evaluate	evaluate	VERB
ajtas-727	24	23	the	the	DET
ajtas-727	24	24	habitat	habitat	ADJ
ajtas-727	24	25	quality	quality	NOUN
ajtas-727	24	26	for	for	ADP
ajtas-727	24	27	native	native	ADJ
ajtas-727	24	28	fish	fish	NOUN
ajtas-727	24	29	species	specie	NOUN
ajtas-727	24	30	,	,	PUNCT
ajtas-727	24	31	macroinvertebrates	macroinvertebrate	NOUN
ajtas-727	24	32	,	,	PUNCT
ajtas-727	24	33	and	and	CCONJ
ajtas-727	24	34	riparian	riparian	ADJ
ajtas-727	24	35	vegetation	vegetation	NOUN
ajtas-727	24	36	.	.	PUNCT
ajtas-727	25	1	environmental	environmental	ADJ
ajtas-727	25	2	flow	flow	NOUN
ajtas-727	25	3	scenarios	scenario	NOUN
ajtas-727	25	4	were	be	AUX
ajtas-727	25	5	simulated	simulate	VERB
ajtas-727	25	6	to	to	PART
ajtas-727	25	7	determine	determine	VERB
ajtas-727	25	8	thresholds	threshold	NOUN
ajtas-727	25	9	that	that	PRON
ajtas-727	25	10	ensure	ensure	VERB
ajtas-727	25	11	minimum	minimum	ADJ
ajtas-727	25	12	habitat	habitat	NOUN
ajtas-727	25	13	functionality	functionality	NOUN
ajtas-727	25	14	.	.	PUNCT
ajtas-727	26	1	gis	gis	NOUN
ajtas-727	26	2	-	-	PUNCT
ajtas-727	26	3	based	base	VERB
ajtas-727	26	4	spatial	spatial	ADJ
ajtas-727	26	5	analysis	analysis	NOUN
ajtas-727	26	6	was	be	AUX
ajtas-727	26	7	performed	perform	VERB
ajtas-727	26	8	to	to	PART
ajtas-727	26	9	map	map	VERB
ajtas-727	26	10	hydraulic	hydraulic	ADJ
ajtas-727	26	11	-	-	PUNCT
ajtas-727	26	12	ecological	ecological	ADJ
ajtas-727	26	13	interactions	interaction	NOUN
ajtas-727	26	14	and	and	CCONJ
ajtas-727	26	15	assess	assess	VERB
ajtas-727	26	16	land	land	NOUN
ajtas-727	26	17	-	-	PUNCT
ajtas-727	26	18	use	use	NOUN
ajtas-727	26	19	impacts	impact	NOUN
ajtas-727	26	20	on	on	ADP
ajtas-727	26	21	channel	channel	NOUN
ajtas-727	26	22	dynamics	dynamic	NOUN
ajtas-727	26	23	.	.	PUNCT
ajtas-727	27	1	sensitivity	sensitivity	NOUN
ajtas-727	27	2	analysis	analysis	NOUN
ajtas-727	27	3	was	be	AUX
ajtas-727	27	4	conducted	conduct	VERB
ajtas-727	27	5	to	to	PART
ajtas-727	27	6	evaluate	evaluate	VERB
ajtas-727	27	7	the	the	DET
ajtas-727	27	8	robustness	robustness	NOUN
ajtas-727	27	9	of	of	ADP
ajtas-727	27	10	optimization	optimization	NOUN
ajtas-727	27	11	results	result	NOUN
ajtas-727	27	12	under	under	ADP
ajtas-727	27	13	different	different	ADJ
ajtas-727	27	14	flow	flow	NOUN
ajtas-727	27	15	regimes	regime	NOUN
ajtas-727	27	16	and	and	CCONJ
ajtas-727	27	17	sediment	sediment	NOUN
ajtas-727	27	18	loads	load	NOUN
ajtas-727	27	19	.	.	PUNCT
ajtas-727	28	1	this	this	DET
ajtas-727	28	2	comprehensive	comprehensive	ADJ
ajtas-727	28	3	approach	approach	NOUN
ajtas-727	28	4	allowed	allow	VERB
ajtas-727	28	5	for	for	ADP
ajtas-727	28	6	a	a	DET
ajtas-727	28	7	multi	multi	ADJ
ajtas-727	28	8	-	-	ADJ
ajtas-727	28	9	criteria	criteria	ADJ
ajtas-727	28	10	evaluation	evaluation	NOUN
ajtas-727	28	11	of	of	ADP
ajtas-727	28	12	hydraulic	hydraulic	ADJ
ajtas-727	28	13	performance	performance	NOUN
ajtas-727	28	14	,	,	PUNCT
ajtas-727	28	15	ecological	ecological	ADJ
ajtas-727	28	16	integrity	integrity	NOUN
ajtas-727	28	17	,	,	PUNCT
ajtas-727	28	18	and	and	CCONJ
ajtas-727	28	19	operational	operational	ADJ
ajtas-727	28	20	feasibility	feasibility	NOUN
ajtas-727	28	21	,	,	PUNCT
ajtas-727	28	22	culminating	culminate	VERB
ajtas-727	28	23	in	in	ADP
ajtas-727	28	24	the	the	DET
ajtas-727	28	25	development	development	NOUN
ajtas-727	28	26	of	of	ADP
ajtas-727	28	27	integrated	integrate	VERB
ajtas-727	28	28	optimization	optimization	NOUN
ajtas-727	28	29	strategies	strategy	NOUN
ajtas-727	28	30	tailored	tailor	VERB
ajtas-727	28	31	to	to	ADP
ajtas-727	28	32	the	the	DET
ajtas-727	28	33	region	region	NOUN
ajtas-727	28	34	's	's	PART
ajtas-727	28	35	environmental	environmental	ADJ
ajtas-727	28	36	and	and	CCONJ
ajtas-727	28	37	socioeconomic	socioeconomic	ADJ
ajtas-727	28	38	context	context	NOUN
ajtas-727	28	39	.	.	PUNCT
ajtas-727	29	1	results	result	NOUN
ajtas-727	29	2	and	and	CCONJ
ajtas-727	29	3	discussion	discussion	VERB
ajtas-727	29	4	the	the	DET
ajtas-727	29	5	analysis	analysis	NOUN
ajtas-727	29	6	demonstrated	demonstrate	VERB
ajtas-727	29	7	that	that	SCONJ
ajtas-727	29	8	modern	modern	ADJ
ajtas-727	29	9	computational	computational	ADJ
ajtas-727	29	10	techniques	technique	NOUN
ajtas-727	29	11	can	can	AUX
ajtas-727	29	12	significantly	significantly	ADV
ajtas-727	29	13	enhance	enhance	VERB
ajtas-727	29	14	the	the	DET
ajtas-727	29	15	design	design	NOUN
ajtas-727	29	16	and	and	CCONJ
ajtas-727	29	17	management	management	NOUN
ajtas-727	29	18	of	of	ADP
ajtas-727	29	19	open	open	ADJ
ajtas-727	29	20	channel	channel	NOUN
ajtas-727	29	21	systems	system	NOUN
ajtas-727	29	22	by	by	ADP
ajtas-727	29	23	optimizing	optimize	VERB
ajtas-727	29	24	hydraulic	hydraulic	ADJ
ajtas-727	29	25	parameters	parameter	NOUN
ajtas-727	29	26	while	while	SCONJ
ajtas-727	29	27	preserving	preserve	VERB
ajtas-727	29	28	ecological	ecological	ADJ
ajtas-727	29	29	functions	function	NOUN
ajtas-727	29	30	.	.	PUNCT
ajtas-727	30	1	cfd	cfd	NOUN
ajtas-727	30	2	simulations	simulation	NOUN
ajtas-727	30	3	revealed	reveal	VERB
ajtas-727	30	4	that	that	SCONJ
ajtas-727	30	5	trapezoidal	trapezoidal	ADJ
ajtas-727	30	6	and	and	CCONJ
ajtas-727	30	7	compound	compound	NOUN
ajtas-727	30	8	channel	channel	NOUN
ajtas-727	30	9	geometries	geometry	NOUN
ajtas-727	30	10	offer	offer	VERB
ajtas-727	30	11	superior	superior	ADJ
ajtas-727	30	12	flow	flow	NOUN
ajtas-727	30	13	efficiency	efficiency	NOUN
ajtas-727	30	14	compared	compare	VERB
ajtas-727	30	15	to	to	ADP
ajtas-727	30	16	rectangular	rectangular	ADJ
ajtas-727	30	17	or	or	CCONJ
ajtas-727	30	18	semicircular	semicircular	ADJ
ajtas-727	30	19	sections	section	NOUN
ajtas-727	30	20	,	,	PUNCT
ajtas-727	30	21	particularly	particularly	ADV
ajtas-727	30	22	in	in	ADP
ajtas-727	30	23	highdischarge	highdischarge	NOUN
ajtas-727	30	24	scenarios	scenario	NOUN
ajtas-727	30	25	.	.	PUNCT
ajtas-727	31	1	incorporating	incorporate	VERB
ajtas-727	31	2	roughness	roughness	NOUN
ajtas-727	31	3	elements	element	NOUN
ajtas-727	31	4	,	,	PUNCT
ajtas-727	31	5	such	such	ADJ
ajtas-727	31	6	as	as	ADP
ajtas-727	31	7	vegetated	vegetate	VERB
ajtas-727	31	8	berms	berm	NOUN
ajtas-727	31	9	and	and	CCONJ
ajtas-727	31	10	boulder	boulder	NOUN
ajtas-727	31	11	clusters	cluster	NOUN
ajtas-727	31	12	,	,	PUNCT
ajtas-727	31	13	improved	improve	VERB
ajtas-727	31	14	habitat	habitat	ADJ
ajtas-727	31	15	heterogeneity	heterogeneity	NOUN
ajtas-727	31	16	without	without	ADP
ajtas-727	31	17	compromising	compromise	VERB
ajtas-727	31	18	conveyance	conveyance	NOUN
ajtas-727	31	19	capacity	capacity	NOUN
ajtas-727	31	20	.	.	PUNCT
ajtas-727	32	1	artificial	artificial	ADJ
ajtas-727	32	2	intelligence	intelligence	NOUN
ajtas-727	32	3	american	american	PROPN
ajtas-727	32	4	journal	journal	PROPN
ajtas-727	32	5	of	of	ADP
ajtas-727	32	6	technology	technology	NOUN
ajtas-727	32	7	and	and	CCONJ
ajtas-727	32	8	applied	apply	VERB
ajtas-727	32	9	sciences	science	NOUN
ajtas-727	32	10	39	39	NUM
ajtas-727	32	11	,	,	PUNCT
ajtas-727	32	12	august	august	PROPN
ajtas-727	32	13	2025	2025	NUM
ajtas-727	32	14	p	p	NOUN
ajtas-727	32	15	a	a	DET
ajtas-727	32	16	g	g	NOUN
ajtas-727	32	17	e	e	NOUN
ajtas-727	32	18	|	|	ADV
ajtas-727	32	19	11	11	NUM
ajtas-727	32	20	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-727	32	21	models	model	NOUN
ajtas-727	32	22	successfully	successfully	ADV
ajtas-727	32	23	predicted	predict	VERB
ajtas-727	32	24	optimal	optimal	ADJ
ajtas-727	32	25	cross	cross	ADJ
ajtas-727	32	26	-	-	ADJ
ajtas-727	32	27	sectional	sectional	ADJ
ajtas-727	32	28	dimensions	dimension	NOUN
ajtas-727	32	29	and	and	CCONJ
ajtas-727	32	30	channel	channel	NOUN
ajtas-727	32	31	slopes	slope	NOUN
ajtas-727	32	32	that	that	PRON
ajtas-727	32	33	minimized	minimize	VERB
ajtas-727	32	34	energy	energy	NOUN
ajtas-727	32	35	losses	loss	NOUN
ajtas-727	32	36	and	and	CCONJ
ajtas-727	32	37	sediment	sediment	NOUN
ajtas-727	32	38	deposition	deposition	NOUN
ajtas-727	32	39	while	while	SCONJ
ajtas-727	32	40	ensuring	ensure	VERB
ajtas-727	32	41	suitable	suitable	ADJ
ajtas-727	32	42	flow	flow	NOUN
ajtas-727	32	43	velocities	velocity	NOUN
ajtas-727	32	44	for	for	ADP
ajtas-727	32	45	aquatic	aquatic	ADJ
ajtas-727	32	46	life	life	NOUN
ajtas-727	32	47	.	.	PUNCT
ajtas-727	33	1	the	the	DET
ajtas-727	33	2	integration	integration	NOUN
ajtas-727	33	3	of	of	ADP
ajtas-727	33	4	ecohydraulic	ecohydraulic	ADJ
ajtas-727	33	5	modeling	modeling	NOUN
ajtas-727	33	6	showed	show	VERB
ajtas-727	33	7	that	that	SCONJ
ajtas-727	33	8	maintaining	maintain	VERB
ajtas-727	33	9	flow	flow	NOUN
ajtas-727	33	10	variability	variability	NOUN
ajtas-727	33	11	,	,	PUNCT
ajtas-727	33	12	especially	especially	ADV
ajtas-727	33	13	during	during	ADP
ajtas-727	33	14	critical	critical	ADJ
ajtas-727	33	15	spawning	spawning	NOUN
ajtas-727	33	16	seasons	season	NOUN
ajtas-727	33	17	,	,	PUNCT
ajtas-727	33	18	is	be	AUX
ajtas-727	33	19	essential	essential	ADJ
ajtas-727	33	20	for	for	ADP
ajtas-727	33	21	sustaining	sustain	VERB
ajtas-727	33	22	biological	biological	ADJ
ajtas-727	33	23	communities	community	NOUN
ajtas-727	33	24	.	.	PUNCT
ajtas-727	34	1	habitat	habitat	PROPN
ajtas-727	34	2	suitability	suitability	NOUN
ajtas-727	34	3	index	index	NOUN
ajtas-727	34	4	(	(	PUNCT
ajtas-727	34	5	hsi	hsi	PROPN
ajtas-727	34	6	)	)	PUNCT
ajtas-727	34	7	analysis	analysis	NOUN
ajtas-727	34	8	indicated	indicate	VERB
ajtas-727	34	9	that	that	SCONJ
ajtas-727	34	10	even	even	ADV
ajtas-727	34	11	small	small	ADJ
ajtas-727	34	12	alterations	alteration	NOUN
ajtas-727	34	13	in	in	ADP
ajtas-727	34	14	flow	flow	NOUN
ajtas-727	34	15	depth	depth	NOUN
ajtas-727	34	16	and	and	CCONJ
ajtas-727	34	17	velocity	velocity	NOUN
ajtas-727	34	18	can	can	AUX
ajtas-727	34	19	have	have	VERB
ajtas-727	34	20	substantial	substantial	ADJ
ajtas-727	34	21	effects	effect	NOUN
ajtas-727	34	22	on	on	ADP
ajtas-727	34	23	habitat	habitat	ADJ
ajtas-727	34	24	quality	quality	NOUN
ajtas-727	34	25	.	.	PUNCT
ajtas-727	35	1	case	case	NOUN
ajtas-727	35	2	studies	study	NOUN
ajtas-727	35	3	in	in	ADP
ajtas-727	35	4	uzbekistan	uzbekistan	PROPN
ajtas-727	35	5	highlighted	highlight	VERB
ajtas-727	35	6	that	that	SCONJ
ajtas-727	35	7	optimized	optimize	VERB
ajtas-727	35	8	channels	channel	NOUN
ajtas-727	35	9	could	could	AUX
ajtas-727	35	10	reduce	reduce	VERB
ajtas-727	35	11	water	water	NOUN
ajtas-727	35	12	losses	loss	NOUN
ajtas-727	35	13	by	by	ADP
ajtas-727	35	14	up	up	ADP
ajtas-727	35	15	to	to	PART
ajtas-727	35	16	15	15	NUM
ajtas-727	35	17	%	%	NOUN
ajtas-727	35	18	,	,	PUNCT
ajtas-727	35	19	increase	increase	VERB
ajtas-727	35	20	habitat	habitat	ADJ
ajtas-727	35	21	availability	availability	NOUN
ajtas-727	35	22	by	by	ADP
ajtas-727	35	23	20	20	NUM
ajtas-727	35	24	%	%	NOUN
ajtas-727	35	25	,	,	PUNCT
ajtas-727	35	26	and	and	CCONJ
ajtas-727	35	27	decrease	decrease	VERB
ajtas-727	35	28	maintenance	maintenance	NOUN
ajtas-727	35	29	requirements	requirement	NOUN
ajtas-727	35	30	associated	associate	VERB
ajtas-727	35	31	with	with	ADP
ajtas-727	35	32	sediment	sediment	NOUN
ajtas-727	35	33	accumulation	accumulation	NOUN
ajtas-727	35	34	and	and	CCONJ
ajtas-727	35	35	vegetation	vegetation	NOUN
ajtas-727	35	36	overgrowth	overgrowth	NOUN
ajtas-727	35	37	.	.	PUNCT
ajtas-727	36	1	moreover	moreover	ADV
ajtas-727	36	2	,	,	PUNCT
ajtas-727	36	3	the	the	DET
ajtas-727	36	4	use	use	NOUN
ajtas-727	36	5	of	of	ADP
ajtas-727	36	6	ai	ai	ADJ
ajtas-727	36	7	-	-	PUNCT
ajtas-727	36	8	driven	drive	VERB
ajtas-727	36	9	decision	decision	NOUN
ajtas-727	36	10	support	support	NOUN
ajtas-727	36	11	systems	system	NOUN
ajtas-727	36	12	facilitated	facilitate	VERB
ajtas-727	36	13	real	real	ADJ
ajtas-727	36	14	-	-	PUNCT
ajtas-727	36	15	time	time	NOUN
ajtas-727	36	16	flow	flow	NOUN
ajtas-727	36	17	adjustments	adjustment	NOUN
ajtas-727	36	18	based	base	VERB
ajtas-727	36	19	on	on	ADP
ajtas-727	36	20	ecological	ecological	ADJ
ajtas-727	36	21	triggers	trigger	NOUN
ajtas-727	36	22	and	and	CCONJ
ajtas-727	36	23	water	water	NOUN
ajtas-727	36	24	availability	availability	NOUN
ajtas-727	36	25	.	.	PUNCT
ajtas-727	37	1	challenges	challenge	NOUN
ajtas-727	37	2	included	include	VERB
ajtas-727	37	3	data	datum	NOUN
ajtas-727	37	4	limitations	limitation	NOUN
ajtas-727	37	5	,	,	PUNCT
ajtas-727	37	6	computational	computational	ADJ
ajtas-727	37	7	costs	cost	NOUN
ajtas-727	37	8	,	,	PUNCT
ajtas-727	37	9	and	and	CCONJ
ajtas-727	37	10	the	the	DET
ajtas-727	37	11	need	need	NOUN
ajtas-727	37	12	for	for	ADP
ajtas-727	37	13	interdisciplinary	interdisciplinary	ADJ
ajtas-727	37	14	coordination	coordination	NOUN
ajtas-727	37	15	between	between	ADP
ajtas-727	37	16	engineers	engineer	NOUN
ajtas-727	37	17	,	,	PUNCT
ajtas-727	37	18	ecologists	ecologist	NOUN
ajtas-727	37	19	,	,	PUNCT
ajtas-727	37	20	and	and	CCONJ
ajtas-727	37	21	policymakers	policymaker	NOUN
ajtas-727	37	22	.	.	PUNCT
ajtas-727	38	1	nevertheless	nevertheless	ADV
ajtas-727	38	2	,	,	PUNCT
ajtas-727	38	3	the	the	DET
ajtas-727	38	4	study	study	NOUN
ajtas-727	38	5	confirms	confirm	VERB
ajtas-727	38	6	that	that	SCONJ
ajtas-727	38	7	computational	computational	ADJ
ajtas-727	38	8	optimization	optimization	NOUN
ajtas-727	38	9	,	,	PUNCT
ajtas-727	38	10	when	when	SCONJ
ajtas-727	38	11	guided	guide	VERB
ajtas-727	38	12	by	by	ADP
ajtas-727	38	13	ecological	ecological	ADJ
ajtas-727	38	14	principles	principle	NOUN
ajtas-727	38	15	,	,	PUNCT
ajtas-727	38	16	can	can	AUX
ajtas-727	38	17	deliver	deliver	VERB
ajtas-727	38	18	sustainable	sustainable	ADJ
ajtas-727	38	19	,	,	PUNCT
ajtas-727	38	20	resilient	resilient	ADJ
ajtas-727	38	21	,	,	PUNCT
ajtas-727	38	22	and	and	CCONJ
ajtas-727	38	23	multifunctional	multifunctional	ADJ
ajtas-727	38	24	open	open	ADJ
ajtas-727	38	25	channel	channel	NOUN
ajtas-727	38	26	systems	system	NOUN
ajtas-727	38	27	.	.	PUNCT
ajtas-727	39	1	it	it	PRON
ajtas-727	39	2	advocates	advocate	VERB
ajtas-727	39	3	for	for	ADP
ajtas-727	39	4	the	the	DET
ajtas-727	39	5	mainstreaming	mainstreaming	NOUN
ajtas-727	39	6	of	of	ADP
ajtas-727	39	7	such	such	ADJ
ajtas-727	39	8	integrated	integrated	ADJ
ajtas-727	39	9	approaches	approach	NOUN
ajtas-727	39	10	in	in	ADP
ajtas-727	39	11	national	national	ADJ
ajtas-727	39	12	water	water	NOUN
ajtas-727	39	13	policies	policy	NOUN
ajtas-727	39	14	and	and	CCONJ
ajtas-727	39	15	infrastructure	infrastructure	NOUN
ajtas-727	39	16	planning	planning	NOUN
ajtas-727	39	17	,	,	PUNCT
ajtas-727	39	18	especially	especially	ADV
ajtas-727	39	19	in	in	ADP
ajtas-727	39	20	arid	arid	NOUN
ajtas-727	39	21	and	and	CCONJ
ajtas-727	39	22	semi	semi	ADJ
ajtas-727	39	23	-	-	ADJ
ajtas-727	39	24	arid	arid	ADJ
ajtas-727	39	25	regions	region	NOUN
ajtas-727	39	26	facing	face	VERB
ajtas-727	39	27	water	water	NOUN
ajtas-727	39	28	stress	stress	NOUN
ajtas-727	39	29	and	and	CCONJ
ajtas-727	39	30	biodiversity	biodiversity	NOUN
ajtas-727	39	31	loss	loss	NOUN
ajtas-727	39	32	.	.	PUNCT
ajtas-727	40	1	conclusion	conclusion	NOUN
ajtas-727	40	2	the	the	DET
ajtas-727	40	3	optimization	optimization	NOUN
ajtas-727	40	4	of	of	ADP
ajtas-727	40	5	open	open	ADJ
ajtas-727	40	6	channel	channel	NOUN
ajtas-727	40	7	flows	flow	NOUN
ajtas-727	40	8	using	use	VERB
ajtas-727	40	9	modern	modern	ADJ
ajtas-727	40	10	computational	computational	ADJ
ajtas-727	40	11	methods	method	NOUN
ajtas-727	40	12	,	,	PUNCT
ajtas-727	40	13	complemented	complement	VERB
ajtas-727	40	14	by	by	ADP
ajtas-727	40	15	ecohydraulic	ecohydraulic	ADJ
ajtas-727	40	16	considerations	consideration	NOUN
ajtas-727	40	17	,	,	PUNCT
ajtas-727	40	18	offers	offer	VERB
ajtas-727	40	19	a	a	DET
ajtas-727	40	20	transformative	transformative	ADJ
ajtas-727	40	21	pathway	pathway	NOUN
ajtas-727	40	22	for	for	ADP
ajtas-727	40	23	sustainable	sustainable	ADJ
ajtas-727	40	24	water	water	NOUN
ajtas-727	40	25	infrastructure	infrastructure	NOUN
ajtas-727	40	26	development	development	NOUN
ajtas-727	40	27	.	.	PUNCT
ajtas-727	41	1	this	this	DET
ajtas-727	41	2	study	study	NOUN
ajtas-727	41	3	illustrates	illustrate	VERB
ajtas-727	41	4	that	that	SCONJ
ajtas-727	41	5	integrating	integrate	VERB
ajtas-727	41	6	cfd	cfd	NOUN
ajtas-727	41	7	,	,	PUNCT
ajtas-727	41	8	ai	ai	VERB
ajtas-727	41	9	,	,	PUNCT
ajtas-727	41	10	and	and	CCONJ
ajtas-727	41	11	habitat	habitat	NOUN
ajtas-727	41	12	modeling	modeling	NOUN
ajtas-727	41	13	allows	allow	VERB
ajtas-727	41	14	for	for	ADP
ajtas-727	41	15	the	the	DET
ajtas-727	41	16	simultaneous	simultaneous	ADJ
ajtas-727	41	17	enhancement	enhancement	NOUN
ajtas-727	41	18	of	of	ADP
ajtas-727	41	19	hydraulic	hydraulic	ADJ
ajtas-727	41	20	efficiency	efficiency	NOUN
ajtas-727	41	21	and	and	CCONJ
ajtas-727	41	22	ecological	ecological	ADJ
ajtas-727	41	23	resilience	resilience	NOUN
ajtas-727	41	24	.	.	PUNCT
ajtas-727	42	1	the	the	DET
ajtas-727	42	2	findings	finding	NOUN
ajtas-727	42	3	underscore	underscore	VERB
ajtas-727	42	4	the	the	DET
ajtas-727	42	5	importance	importance	NOUN
ajtas-727	42	6	of	of	ADP
ajtas-727	42	7	incorporating	incorporate	VERB
ajtas-727	42	8	environmental	environmental	ADJ
ajtas-727	42	9	flow	flow	NOUN
ajtas-727	42	10	requirements	requirement	NOUN
ajtas-727	42	11	,	,	PUNCT
ajtas-727	42	12	channel	channel	NOUN
ajtas-727	42	13	geometry	geometry	NOUN
ajtas-727	42	14	optimization	optimization	NOUN
ajtas-727	42	15	,	,	PUNCT
ajtas-727	42	16	and	and	CCONJ
ajtas-727	42	17	real	real	ADJ
ajtas-727	42	18	-	-	PUNCT
ajtas-727	42	19	time	time	NOUN
ajtas-727	42	20	control	control	NOUN
ajtas-727	42	21	mechanisms	mechanism	NOUN
ajtas-727	42	22	into	into	ADP
ajtas-727	42	23	channel	channel	NOUN
ajtas-727	42	24	design	design	NOUN
ajtas-727	42	25	and	and	CCONJ
ajtas-727	42	26	operation	operation	NOUN
ajtas-727	42	27	.	.	PUNCT
ajtas-727	43	1	in	in	ADP
ajtas-727	43	2	regions	region	NOUN
ajtas-727	43	3	like	like	ADP
ajtas-727	43	4	central	central	ADJ
ajtas-727	43	5	asia	asia	PROPN
ajtas-727	43	6	,	,	PUNCT
ajtas-727	43	7	where	where	SCONJ
ajtas-727	43	8	water	water	NOUN
ajtas-727	43	9	scarcity	scarcity	NOUN
ajtas-727	43	10	and	and	CCONJ
ajtas-727	43	11	ecological	ecological	ADJ
ajtas-727	43	12	degradation	degradation	NOUN
ajtas-727	43	13	intersect	intersect	ADJ
ajtas-727	43	14	,	,	PUNCT
ajtas-727	43	15	such	such	ADJ
ajtas-727	43	16	integrated	integrate	VERB
ajtas-727	43	17	strategies	strategy	NOUN
ajtas-727	43	18	are	be	AUX
ajtas-727	43	19	not	not	PART
ajtas-727	43	20	only	only	ADV
ajtas-727	43	21	technically	technically	ADV
ajtas-727	43	22	feasible	feasible	ADJ
ajtas-727	43	23	but	but	CCONJ
ajtas-727	43	24	also	also	ADV
ajtas-727	43	25	environmentally	environmentally	ADV
ajtas-727	43	26	imperative	imperative	ADJ
ajtas-727	43	27	.	.	PUNCT
ajtas-727	44	1	the	the	DET
ajtas-727	44	2	success	success	NOUN
ajtas-727	44	3	of	of	ADP
ajtas-727	44	4	this	this	DET
ajtas-727	44	5	approach	approach	NOUN
ajtas-727	44	6	hinges	hinge	VERB
ajtas-727	44	7	on	on	ADP
ajtas-727	44	8	accurate	accurate	ADJ
ajtas-727	44	9	data	datum	NOUN
ajtas-727	44	10	collection	collection	NOUN
ajtas-727	44	11	,	,	PUNCT
ajtas-727	44	12	robust	robust	ADJ
ajtas-727	44	13	modeling	modeling	NOUN
ajtas-727	44	14	frameworks	framework	NOUN
ajtas-727	44	15	,	,	PUNCT
ajtas-727	44	16	stakeholder	stakeholder	NOUN
ajtas-727	44	17	engagement	engagement	NOUN
ajtas-727	44	18	,	,	PUNCT
ajtas-727	44	19	and	and	CCONJ
ajtas-727	44	20	institutional	institutional	ADJ
ajtas-727	44	21	support	support	NOUN
ajtas-727	44	22	for	for	ADP
ajtas-727	44	23	interdisciplinary	interdisciplinary	ADJ
ajtas-727	44	24	collaboration	collaboration	NOUN
ajtas-727	44	25	.	.	PUNCT
ajtas-727	45	1	future	future	ADJ
ajtas-727	45	2	research	research	NOUN
ajtas-727	45	3	should	should	AUX
ajtas-727	45	4	explore	explore	VERB
ajtas-727	45	5	the	the	DET
ajtas-727	45	6	potential	potential	NOUN
ajtas-727	45	7	of	of	ADP
ajtas-727	45	8	emerging	emerge	VERB
ajtas-727	45	9	technologies	technology	NOUN
ajtas-727	45	10	—	—	PUNCT
ajtas-727	45	11	such	such	ADJ
ajtas-727	45	12	as	as	ADP
ajtas-727	45	13	iot	iot	NOUN
ajtas-727	45	14	-	-	PUNCT
ajtas-727	45	15	based	base	VERB
ajtas-727	45	16	sensor	sensor	NOUN
ajtas-727	45	17	networks	network	NOUN
ajtas-727	45	18	,	,	PUNCT
ajtas-727	45	19	digital	digital	ADJ
ajtas-727	45	20	twins	twin	NOUN
ajtas-727	45	21	,	,	PUNCT
ajtas-727	45	22	and	and	CCONJ
ajtas-727	45	23	adaptive	adaptive	ADJ
ajtas-727	45	24	machine	machine	NOUN
ajtas-727	45	25	learning	learning	NOUN
ajtas-727	45	26	models	model	NOUN
ajtas-727	45	27	—	—	PUNCT
ajtas-727	45	28	for	for	ADP
ajtas-727	45	29	dynamic	dynamic	ADJ
ajtas-727	45	30	channel	channel	NOUN
ajtas-727	45	31	optimization	optimization	NOUN
ajtas-727	45	32	under	under	ADP
ajtas-727	45	33	uncertain	uncertain	ADJ
ajtas-727	45	34	climatic	climatic	ADJ
ajtas-727	45	35	and	and	CCONJ
ajtas-727	45	36	hydrological	hydrological	ADJ
ajtas-727	45	37	conditions	condition	NOUN
ajtas-727	45	38	.	.	PUNCT
ajtas-727	46	1	policy	policy	NOUN
ajtas-727	46	2	frameworks	framework	NOUN
ajtas-727	46	3	must	must	AUX
ajtas-727	46	4	also	also	ADV
ajtas-727	46	5	evolve	evolve	VERB
ajtas-727	46	6	to	to	PART
ajtas-727	46	7	incentivize	incentivize	VERB
ajtas-727	46	8	ecologically	ecologically	ADV
ajtas-727	46	9	-	-	PUNCT
ajtas-727	46	10	informed	inform	VERB
ajtas-727	46	11	engineering	engineering	NOUN
ajtas-727	46	12	practices	practice	NOUN
ajtas-727	46	13	and	and	CCONJ
ajtas-727	46	14	embed	embed	VERB
ajtas-727	46	15	sustainability	sustainability	NOUN
ajtas-727	46	16	criteria	criterion	NOUN
ajtas-727	46	17	in	in	ADP
ajtas-727	46	18	infrastructure	infrastructure	NOUN
ajtas-727	46	19	investment	investment	NOUN
ajtas-727	46	20	decisions	decision	NOUN
ajtas-727	46	21	.	.	PUNCT
ajtas-727	47	1	ultimately	ultimately	ADV
ajtas-727	47	2	,	,	PUNCT
ajtas-727	47	3	hydraulic	hydraulic	ADJ
ajtas-727	47	4	systems	system	NOUN
ajtas-727	47	5	that	that	PRON
ajtas-727	47	6	are	be	AUX
ajtas-727	47	7	optimized	optimize	VERB
ajtas-727	47	8	for	for	ADP
ajtas-727	47	9	both	both	DET
ajtas-727	47	10	performance	performance	NOUN
ajtas-727	47	11	and	and	CCONJ
ajtas-727	47	12	ecological	ecological	ADJ
ajtas-727	47	13	harmony	harmony	NOUN
ajtas-727	47	14	represent	represent	VERB
ajtas-727	47	15	a	a	DET
ajtas-727	47	16	crucial	crucial	ADJ
ajtas-727	47	17	step	step	NOUN
ajtas-727	47	18	toward	toward	ADP
ajtas-727	47	19	achieving	achieve	VERB
ajtas-727	47	20	resilient	resilient	ADJ
ajtas-727	47	21	and	and	CCONJ
ajtas-727	47	22	inclusive	inclusive	ADJ
ajtas-727	47	23	water	water	NOUN
ajtas-727	47	24	governance	governance	NOUN
ajtas-727	47	25	in	in	ADP
ajtas-727	47	26	the	the	DET
ajtas-727	47	27	21st	21st	ADJ
ajtas-727	47	28	century	century	NOUN
ajtas-727	47	29	.	.	PUNCT
ajtas-727	48	1	references	reference	NOUN
ajtas-727	48	2	1	1	NUM
ajtas-727	48	3	.	.	PUNCT
ajtas-727	48	4	chanson	chanson	PROPN
ajtas-727	48	5	,	,	PUNCT
ajtas-727	48	6	h.	h.	PROPN
ajtas-727	48	7	(	(	PUNCT
ajtas-727	48	8	2004	2004	NUM
ajtas-727	48	9	)	)	PUNCT
ajtas-727	48	10	.	.	PUNCT
ajtas-727	49	1	the	the	DET
ajtas-727	49	2	hydraulics	hydraulic	NOUN
ajtas-727	49	3	of	of	ADP
ajtas-727	49	4	open	open	ADJ
ajtas-727	49	5	channel	channel	NOUN
ajtas-727	49	6	flow	flow	NOUN
ajtas-727	49	7	:	:	PUNCT
ajtas-727	49	8	an	an	DET
ajtas-727	49	9	introduction	introduction	NOUN
ajtas-727	49	10	.	.	PUNCT
ajtas-727	50	1	elsevier	elsevier	NOUN
ajtas-727	50	2	.	.	PUNCT
ajtas-727	51	1	2	2	X
ajtas-727	51	2	.	.	X
ajtas-727	51	3	moramarco	moramarco	PROPN
ajtas-727	51	4	,	,	PUNCT
ajtas-727	51	5	t.	t.	PROPN
ajtas-727	51	6	,	,	PUNCT
ajtas-727	51	7	et	et	PROPN
ajtas-727	51	8	al	al	PROPN
ajtas-727	51	9	.	.	PROPN
ajtas-727	52	1	(	(	PUNCT
ajtas-727	52	2	2019	2019	NUM
ajtas-727	52	3	)	)	PUNCT
ajtas-727	52	4	.	.	PUNCT
ajtas-727	53	1	advances	advance	NOUN
ajtas-727	53	2	in	in	ADP
ajtas-727	53	3	open	open	ADJ
ajtas-727	53	4	channel	channel	NOUN
ajtas-727	53	5	flow	flow	NOUN
ajtas-727	53	6	modeling	modeling	NOUN
ajtas-727	53	7	.	.	PUNCT
ajtas-727	54	1	journal	journal	PROPN
ajtas-727	54	2	of	of	ADP
ajtas-727	54	3	hydraulic	hydraulic	ADJ
ajtas-727	54	4	research	research	NOUN
ajtas-727	54	5	,	,	PUNCT
ajtas-727	54	6	57(2	57(2	NUM
ajtas-727	54	7	)	)	PUNCT
ajtas-727	54	8	,	,	PUNCT
ajtas-727	54	9	147–163	147–163	NUM
ajtas-727	54	10	.	.	NOUN
ajtas-727	55	1	3	3	NUM
ajtas-727	55	2	.	.	X
ajtas-727	55	3	nikora	nikora	PROPN
ajtas-727	55	4	,	,	PUNCT
ajtas-727	55	5	v.	v.	PROPN
ajtas-727	55	6	(	(	PUNCT
ajtas-727	55	7	2010	2010	NUM
ajtas-727	55	8	)	)	PUNCT
ajtas-727	55	9	.	.	PUNCT
ajtas-727	56	1	hydrodynamics	hydrodynamic	NOUN
ajtas-727	56	2	of	of	ADP
ajtas-727	56	3	aquatic	aquatic	ADJ
ajtas-727	56	4	ecosystems	ecosystem	NOUN
ajtas-727	56	5	:	:	PUNCT
ajtas-727	56	6	insights	insight	NOUN
ajtas-727	56	7	from	from	ADP
ajtas-727	56	8	ecohydraulics	ecohydraulic	NOUN
ajtas-727	56	9	.	.	PUNCT
ajtas-727	57	1	river	river	NOUN
ajtas-727	57	2	research	research	NOUN
ajtas-727	57	3	and	and	CCONJ
ajtas-727	57	4	applications	application	NOUN
ajtas-727	57	5	,	,	PUNCT
ajtas-727	57	6	26(4	26(4	NUM
ajtas-727	57	7	)	)	PUNCT
ajtas-727	57	8	,	,	PUNCT
ajtas-727	57	9	367–384	367–384	NUM
ajtas-727	57	10	.	.	PROPN
ajtas-727	58	1	4	4	NUM
ajtas-727	58	2	.	.	X
ajtas-727	58	3	u.s	u.s	PROPN
ajtas-727	58	4	.	.	PROPN
ajtas-727	58	5	bureau	bureau	PROPN
ajtas-727	58	6	of	of	ADP
ajtas-727	58	7	reclamation	reclamation	NOUN
ajtas-727	58	8	.	.	PUNCT
ajtas-727	59	1	(	(	PUNCT
ajtas-727	59	2	2001	2001	NUM
ajtas-727	59	3	)	)	PUNCT
ajtas-727	59	4	.	.	PUNCT
ajtas-727	60	1	water	water	NOUN
ajtas-727	60	2	measurement	measurement	NOUN
ajtas-727	60	3	manual	manual	NOUN
ajtas-727	60	4	.	.	PUNCT
ajtas-727	61	1	u.s	u.s	PROPN
ajtas-727	61	2	.	.	PROPN
ajtas-727	61	3	department	department	PROPN
ajtas-727	61	4	of	of	ADP
ajtas-727	61	5	the	the	DET
ajtas-727	61	6	interior	interior	NOUN
ajtas-727	61	7	.	.	PUNCT
ajtas-727	62	1	american	american	ADJ
ajtas-727	62	2	journal	journal	PROPN
ajtas-727	62	3	of	of	ADP
ajtas-727	62	4	technology	technology	NOUN
ajtas-727	62	5	and	and	CCONJ
ajtas-727	62	6	applied	apply	VERB
ajtas-727	62	7	sciences	science	NOUN
ajtas-727	62	8	39	39	NUM
ajtas-727	62	9	,	,	PUNCT
ajtas-727	62	10	august	august	PROPN
ajtas-727	62	11	2025	2025	NUM
ajtas-727	62	12	p	p	NOUN
ajtas-727	62	13	a	a	DET
ajtas-727	62	14	g	g	NOUN
ajtas-727	62	15	e	e	NOUN
ajtas-727	62	16	|	|	NOUN
ajtas-727	62	17	12	12	NUM
ajtas-727	62	18	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-727	62	19	5	5	NUM
ajtas-727	62	20	.	.	PUNCT
ajtas-727	63	1	horritt	horritt	VERB
ajtas-727	63	2	,	,	PUNCT
ajtas-727	63	3	m.	m.	NOUN
ajtas-727	63	4	s.	s.	PROPN
ajtas-727	63	5	,	,	PUNCT
ajtas-727	63	6	&	&	CCONJ
ajtas-727	63	7	bates	bates	PROPN
ajtas-727	63	8	,	,	PUNCT
ajtas-727	63	9	p.	p.	PROPN
ajtas-727	63	10	d.	d.	PROPN
ajtas-727	63	11	(	(	PUNCT
ajtas-727	63	12	2002	2002	NUM
ajtas-727	63	13	)	)	PUNCT
ajtas-727	63	14	.	.	PUNCT
ajtas-727	64	1	evaluation	evaluation	NOUN
ajtas-727	64	2	of	of	ADP
ajtas-727	64	3	1d	1d	NUM
ajtas-727	64	4	and	and	CCONJ
ajtas-727	64	5	2d	2d	NOUN
ajtas-727	64	6	numerical	numerical	ADJ
ajtas-727	64	7	models	model	NOUN
ajtas-727	64	8	for	for	ADP
ajtas-727	64	9	predicting	predict	VERB
ajtas-727	64	10	flood	flood	NOUN
ajtas-727	64	11	inundation	inundation	NOUN
ajtas-727	64	12	.	.	PUNCT
ajtas-727	65	1	journal	journal	NOUN
ajtas-727	65	2	of	of	ADP
ajtas-727	65	3	hydrology	hydrology	NOUN
ajtas-727	65	4	,	,	PUNCT
ajtas-727	65	5	268(1	268(1	NUM
ajtas-727	65	6	-	-	SYM
ajtas-727	65	7	4	4	NUM
ajtas-727	65	8	)	)	PUNCT
ajtas-727	65	9	,	,	PUNCT
ajtas-727	65	10	87–99	87–99	NUM
ajtas-727	65	11	.	.	PROPN
ajtas-727	66	1	6	6	NUM
ajtas-727	66	2	.	.	X
ajtas-727	66	3	allen	allen	PROPN
ajtas-727	66	4	,	,	PUNCT
ajtas-727	66	5	m.	m.	PROPN
ajtas-727	66	6	b.	b.	PROPN
ajtas-727	66	7	,	,	PUNCT
ajtas-727	66	8	et	et	PROPN
ajtas-727	66	9	al	al	PROPN
ajtas-727	66	10	.	.	PROPN
ajtas-727	66	11	(	(	PUNCT
ajtas-727	66	12	2013	2013	NUM
ajtas-727	66	13	)	)	PUNCT
ajtas-727	66	14	.	.	PUNCT
ajtas-727	67	1	habitat	habitat	NOUN
ajtas-727	67	2	modeling	modeling	NOUN
ajtas-727	67	3	in	in	ADP
ajtas-727	67	4	ecohydraulics	ecohydraulic	NOUN
ajtas-727	67	5	:	:	PUNCT
ajtas-727	67	6	applications	application	NOUN
ajtas-727	67	7	and	and	CCONJ
ajtas-727	67	8	developments	development	NOUN
ajtas-727	67	9	.	.	PUNCT
ajtas-727	68	1	ecological	ecological	ADJ
ajtas-727	68	2	modelling	modelling	NOUN
ajtas-727	68	3	,	,	PUNCT
ajtas-727	68	4	258	258	NUM
ajtas-727	68	5	,	,	PUNCT
ajtas-727	68	6	1–5	1–5	NUM
ajtas-727	68	7	.	.	NOUN
ajtas-727	68	8	7	7	NUM
ajtas-727	68	9	.	.	X
ajtas-727	68	10	neelz	neelz	PROPN
ajtas-727	68	11	,	,	PUNCT
ajtas-727	68	12	s.	s.	PROPN
ajtas-727	68	13	,	,	PUNCT
ajtas-727	68	14	&	&	CCONJ
ajtas-727	68	15	pender	pender	PROPN
ajtas-727	68	16	,	,	PUNCT
ajtas-727	68	17	g.	g.	PROPN
ajtas-727	68	18	(	(	PUNCT
ajtas-727	68	19	2010	2010	NUM
ajtas-727	68	20	)	)	PUNCT
ajtas-727	68	21	.	.	PUNCT
ajtas-727	69	1	benchmarking	benchmarke	VERB
ajtas-727	69	2	of	of	ADP
ajtas-727	69	3	cfd	cfd	NOUN
ajtas-727	69	4	models	model	NOUN
ajtas-727	69	5	for	for	ADP
ajtas-727	69	6	open	open	ADJ
ajtas-727	69	7	channel	channel	NOUN
ajtas-727	69	8	flows	flow	NOUN
ajtas-727	69	9	.	.	PUNCT
ajtas-727	70	1	environment	environment	NOUN
ajtas-727	70	2	agency	agency	PROPN
ajtas-727	70	3	,	,	PUNCT
ajtas-727	70	4	uk	uk	PROPN
ajtas-727	70	5	.	.	PROPN
ajtas-727	70	6	8	8	NUM
ajtas-727	70	7	.	.	X
ajtas-727	71	1	qiao	qiao	PROPN
ajtas-727	71	2	,	,	PUNCT
ajtas-727	71	3	y.	y.	PROPN
ajtas-727	71	4	,	,	PUNCT
ajtas-727	71	5	et	et	PROPN
ajtas-727	71	6	al	al	PROPN
ajtas-727	71	7	.	.	PROPN
ajtas-727	71	8	(	(	PUNCT
ajtas-727	71	9	2020	2020	NUM
ajtas-727	71	10	)	)	PUNCT
ajtas-727	71	11	.	.	PUNCT
ajtas-727	72	1	intelligent	intelligent	ADJ
ajtas-727	72	2	control	control	NOUN
ajtas-727	72	3	of	of	ADP
ajtas-727	72	4	irrigation	irrigation	NOUN
ajtas-727	72	5	canals	canal	NOUN
ajtas-727	72	6	using	use	VERB
ajtas-727	72	7	neural	neural	ADJ
ajtas-727	72	8	networks	network	NOUN
ajtas-727	72	9	and	and	CCONJ
ajtas-727	72	10	reinforcement	reinforcement	NOUN
ajtas-727	72	11	learning	learning	NOUN
ajtas-727	72	12	.	.	PUNCT
ajtas-727	73	1	computers	computer	NOUN
ajtas-727	73	2	and	and	CCONJ
ajtas-727	73	3	electronics	electronic	NOUN
ajtas-727	73	4	in	in	ADP
ajtas-727	73	5	agriculture	agriculture	NOUN
ajtas-727	73	6	,	,	PUNCT
ajtas-727	73	7	175	175	NUM
ajtas-727	73	8	,	,	PUNCT
ajtas-727	73	9	105576	105576	NUM
ajtas-727	73	10	.	.	PUNCT
ajtas-727	74	1	9	9	X
ajtas-727	74	2	.	.	X
ajtas-727	74	3	kondolf	kondolf	PROPN
ajtas-727	74	4	,	,	PUNCT
ajtas-727	74	5	g.	g.	PROPN
ajtas-727	74	6	m.	m.	PROPN
ajtas-727	74	7	,	,	PUNCT
ajtas-727	74	8	&	&	CCONJ
ajtas-727	74	9	wilcock	wilcock	PROPN
ajtas-727	74	10	,	,	PUNCT
ajtas-727	74	11	p.	p.	PROPN
ajtas-727	74	12	r.	r.	PROPN
ajtas-727	74	13	(	(	PUNCT
ajtas-727	74	14	1996	1996	NUM
ajtas-727	74	15	)	)	PUNCT
ajtas-727	74	16	.	.	PUNCT
ajtas-727	75	1	the	the	DET
ajtas-727	75	2	flushing	flush	VERB
ajtas-727	75	3	flow	flow	NOUN
ajtas-727	75	4	problem	problem	NOUN
ajtas-727	75	5	:	:	PUNCT
ajtas-727	75	6	defining	define	VERB
ajtas-727	75	7	and	and	CCONJ
ajtas-727	75	8	evaluating	evaluate	VERB
ajtas-727	75	9	objectives	objective	NOUN
ajtas-727	75	10	.	.	PUNCT
ajtas-727	76	1	water	water	NOUN
ajtas-727	76	2	resources	resource	NOUN
ajtas-727	76	3	research	research	NOUN
ajtas-727	76	4	,	,	PUNCT
ajtas-727	76	5	32(8	32(8	NUM
ajtas-727	76	6	)	)	PUNCT
ajtas-727	76	7	,	,	PUNCT
ajtas-727	76	8	2589–2599	2589–2599	NUM
ajtas-727	76	9	.	.	NOUN
ajtas-727	76	10	10	10	NUM
ajtas-727	76	11	.	.	X
ajtas-727	77	1	ministry	ministry	PROPN
ajtas-727	77	2	of	of	ADP
ajtas-727	77	3	water	water	NOUN
ajtas-727	77	4	resources	resource	NOUN
ajtas-727	77	5	of	of	ADP
ajtas-727	77	6	uzbekistan	uzbekistan	PROPN
ajtas-727	77	7	.	.	PUNCT
ajtas-727	78	1	(	(	PUNCT
ajtas-727	78	2	2022	2022	NUM
ajtas-727	78	3	)	)	PUNCT
ajtas-727	78	4	.	.	PUNCT
ajtas-727	79	1	national	national	ADJ
ajtas-727	79	2	framework	framework	NOUN
ajtas-727	79	3	for	for	ADP
ajtas-727	79	4	sustainable	sustainable	ADJ
ajtas-727	79	5	irrigation	irrigation	NOUN
ajtas-727	79	6	infrastructure	infrastructure	NOUN
ajtas-727	79	7	.	.	PUNCT