id	sid	tid	token	lemma	pos
agb-220	1	1	agbioforum	agbioforum	NOUN
agb-220	1	2	,	,	PUNCT
agb-220	1	3	25(1	25(1	NUM
agb-220	1	4	):	):	PUNCT
agb-220	1	5	130	130	NUM
agb-220	1	6	-	-	SYM
agb-220	1	7	139	139	NUM
agb-220	1	8	.	.	PUNCT
agb-220	2	1	©	©	NOUN
agb-220	2	2	2023	2023	NUM
agb-220	2	3	agbioforum	agbioforum	NOUN
agb-220	2	4	enhancing	enhance	VERB
agb-220	2	5	the	the	DET
agb-220	2	6	effectiveness	effectiveness	NOUN
agb-220	2	7	of	of	ADP
agb-220	2	8	insurance	insurance	NOUN
agb-220	2	9	risk	risk	NOUN
agb-220	2	10	management	management	NOUN
agb-220	2	11	in	in	ADP
agb-220	2	12	the	the	DET
agb-220	2	13	agricultural	agricultural	ADJ
agb-220	2	14	,	,	PUNCT
agb-220	2	15	livestock	livestock	NOUN
agb-220	2	16	,	,	PUNCT
agb-220	2	17	and	and	CCONJ
agb-220	2	18	fishery	fishery	NOUN
agb-220	2	19	sectors	sector	NOUN
agb-220	2	20	in	in	ADP
agb-220	2	21	thailand	thailand	PROPN
agb-220	2	22	thitivadee	thitivadee	PROPN
agb-220	2	23	chaiyawat	chaiyawat	VERB
agb-220	2	24	chulalongkorn	chulalongkorn	NOUN
agb-220	2	25	business	business	NOUN
agb-220	2	26	school	school	NOUN
agb-220	2	27	,	,	PUNCT
agb-220	2	28	chulalongkorn	chulalongkorn	NOUN
agb-220	2	29	university	university	NOUN
agb-220	2	30	,	,	PUNCT
agb-220	2	31	bangkok	bangkok	PROPN
agb-220	2	32	,	,	PUNCT
agb-220	2	33	thailand	thailand	PROPN
agb-220	2	34	e	e	PROPN
agb-220	2	35	-	-	NOUN
agb-220	2	36	mail	mail	NOUN
agb-220	2	37	:	:	PUNCT
agb-220	2	38	thitivadee@cbs.chula.ac.th	thitivadee@cbs.chula.ac.th	PROPN
agb-220	2	39	samrieng	samrieng	PROPN
agb-220	2	40	mekkriengkrai	mekkriengkrai	PROPN
agb-220	2	41	school	school	NOUN
agb-220	2	42	of	of	ADP
agb-220	2	43	law	law	NOUN
agb-220	2	44	,	,	PUNCT
agb-220	2	45	sripatum	sripatum	PROPN
agb-220	2	46	university	university	PROPN
agb-220	2	47	khon	khon	PROPN
agb-220	2	48	kaen	kaen	PROPN
agb-220	2	49	,	,	PUNCT
agb-220	2	50	thailand	thailand	PROPN
agb-220	2	51	e	e	PROPN
agb-220	2	52	-	-	NOUN
agb-220	2	53	mail	mail	NOUN
agb-220	2	54	:	:	PUNCT
agb-220	2	55	samrieng@yahoo.com	samrieng@yahoo.com	X
agb-220	3	1	supatra	supatra	PROPN
agb-220	3	2	phanwichit	phanwichit	PROPN
agb-220	3	3	school	school	NOUN
agb-220	3	4	of	of	ADP
agb-220	3	5	law	law	NOUN
agb-220	3	6	,	,	PUNCT
agb-220	3	7	sukhothai	sukhothai	PROPN
agb-220	3	8	thammathirat	thammathirat	PROPN
agb-220	3	9	open	open	PROPN
agb-220	3	10	university	university	PROPN
agb-220	3	11	,	,	PUNCT
agb-220	3	12	thailand	thailand	PROPN
agb-220	3	13	e	e	PROPN
agb-220	3	14	-	-	NOUN
agb-220	3	15	mail	mail	NOUN
agb-220	3	16	:	:	PUNCT
agb-220	4	1	thailawresearch@gmail.com	thailawresearch@gmail.com	X
agb-220	4	2	in	in	ADP
agb-220	4	3	recent	recent	ADJ
agb-220	4	4	years	year	NOUN
agb-220	4	5	,	,	PUNCT
agb-220	4	6	heightened	heighten	VERB
agb-220	4	7	attention	attention	NOUN
agb-220	4	8	has	have	AUX
agb-220	4	9	been	be	AUX
agb-220	4	10	directed	direct	VERB
agb-220	4	11	towards	towards	ADP
agb-220	4	12	evaluating	evaluate	VERB
agb-220	4	13	the	the	DET
agb-220	4	14	efficacy	efficacy	NOUN
agb-220	4	15	of	of	ADP
agb-220	4	16	risk	risk	NOUN
agb-220	4	17	management	management	NOUN
agb-220	4	18	strategies	strategy	NOUN
agb-220	4	19	,	,	PUNCT
agb-220	4	20	specifically	specifically	ADV
agb-220	4	21	within	within	ADP
agb-220	4	22	the	the	DET
agb-220	4	23	agricultural	agricultural	ADJ
agb-220	4	24	sector	sector	NOUN
agb-220	4	25	,	,	PUNCT
agb-220	4	26	particularly	particularly	ADV
agb-220	4	27	in	in	ADP
agb-220	4	28	regions	region	NOUN
agb-220	4	29	susceptible	susceptible	ADJ
agb-220	4	30	to	to	ADP
agb-220	4	31	various	various	ADJ
agb-220	4	32	risks	risk	NOUN
agb-220	4	33	.	.	PUNCT
agb-220	5	1	this	this	DET
agb-220	5	2	heightened	heighten	VERB
agb-220	5	3	interest	interest	NOUN
agb-220	5	4	has	have	AUX
agb-220	5	5	prompted	prompt	VERB
agb-220	5	6	increased	increase	VERB
agb-220	5	7	scrutiny	scrutiny	NOUN
agb-220	5	8	from	from	ADP
agb-220	5	9	both	both	DET
agb-220	5	10	researchers	researcher	NOUN
agb-220	5	11	and	and	CCONJ
agb-220	5	12	regulatory	regulatory	ADJ
agb-220	5	13	bodies	body	NOUN
agb-220	5	14	.	.	PUNCT
agb-220	6	1	the	the	DET
agb-220	6	2	current	current	ADJ
agb-220	6	3	investigation	investigation	NOUN
agb-220	6	4	endeavours	endeavour	VERB
agb-220	6	5	to	to	PART
agb-220	6	6	scrutinize	scrutinize	VERB
agb-220	6	7	the	the	DET
agb-220	6	8	systematic	systematic	ADJ
agb-220	6	9	procedural	procedural	ADJ
agb-220	6	10	framework	framework	NOUN
agb-220	6	11	for	for	ADP
agb-220	6	12	formulating	formulate	VERB
agb-220	6	13	a	a	DET
agb-220	6	14	pertinent	pertinent	ADJ
agb-220	6	15	crop	crop	NOUN
agb-220	6	16	insurance	insurance	NOUN
agb-220	6	17	program	program	NOUN
agb-220	6	18	tailored	tailor	VERB
agb-220	6	19	to	to	PART
agb-220	6	20	distinct	distinct	VERB
agb-220	6	21	agricultural	agricultural	ADJ
agb-220	6	22	zones	zone	NOUN
agb-220	6	23	.	.	PUNCT
agb-220	7	1	additionally	additionally	ADV
agb-220	7	2	,	,	PUNCT
agb-220	7	3	the	the	DET
agb-220	7	4	study	study	NOUN
agb-220	7	5	employs	employ	VERB
agb-220	7	6	extreme	extreme	ADJ
agb-220	7	7	value	value	NOUN
agb-220	7	8	modelling	modelling	NOUN
agb-220	7	9	to	to	PART
agb-220	7	10	forecast	forecast	VERB
agb-220	7	11	daily	daily	ADJ
agb-220	7	12	maximum	maximum	ADJ
agb-220	7	13	precipitation	precipitation	NOUN
agb-220	7	14	,	,	PUNCT
agb-220	7	15	facilitating	facilitate	VERB
agb-220	7	16	the	the	DET
agb-220	7	17	estimation	estimation	NOUN
agb-220	7	18	of	of	ADP
agb-220	7	19	potential	potential	ADJ
agb-220	7	20	agricultural	agricultural	ADJ
agb-220	7	21	productivity	productivity	NOUN
agb-220	7	22	diminution	diminution	NOUN
agb-220	7	23	resulting	result	VERB
agb-220	7	24	from	from	ADP
agb-220	7	25	extreme	extreme	ADJ
agb-220	7	26	precipitation	precipitation	NOUN
agb-220	7	27	events	event	NOUN
agb-220	7	28	.	.	PUNCT
agb-220	8	1	furthermore	furthermore	ADV
agb-220	8	2	,	,	PUNCT
agb-220	8	3	the	the	DET
agb-220	8	4	research	research	NOUN
agb-220	8	5	underscores	underscore	VERB
agb-220	8	6	the	the	DET
agb-220	8	7	pivotal	pivotal	ADJ
agb-220	8	8	role	role	NOUN
agb-220	8	9	of	of	ADP
agb-220	8	10	governmental	governmental	ADJ
agb-220	8	11	support	support	NOUN
agb-220	8	12	in	in	ADP
agb-220	8	13	fortifying	fortify	VERB
agb-220	8	14	the	the	DET
agb-220	8	15	implementation	implementation	NOUN
agb-220	8	16	of	of	ADP
agb-220	8	17	a	a	DET
agb-220	8	18	feasible	feasible	ADJ
agb-220	8	19	and	and	CCONJ
agb-220	8	20	enduring	enduring	ADJ
agb-220	8	21	agricultural	agricultural	ADJ
agb-220	8	22	insurance	insurance	NOUN
agb-220	8	23	framework	framework	NOUN
agb-220	8	24	in	in	ADP
agb-220	8	25	thailand	thailand	PROPN
agb-220	8	26	.	.	PUNCT
agb-220	9	1	to	to	PART
agb-220	9	2	amass	amass	VERB
agb-220	9	3	pertinent	pertinent	ADJ
agb-220	9	4	data	datum	NOUN
agb-220	9	5	,	,	PUNCT
agb-220	9	6	the	the	DET
agb-220	9	7	study	study	NOUN
agb-220	9	8	involves	involve	VERB
agb-220	9	9	stakeholders	stakeholder	NOUN
agb-220	9	10	from	from	ADP
agb-220	9	11	public	public	ADJ
agb-220	9	12	and	and	CCONJ
agb-220	9	13	private	private	ADJ
agb-220	9	14	sectors	sector	NOUN
agb-220	9	15	in	in	ADP
agb-220	9	16	both	both	CCONJ
agb-220	9	17	the	the	DET
agb-220	9	18	agricultural	agricultural	ADJ
agb-220	9	19	and	and	CCONJ
agb-220	9	20	agricultural	agricultural	ADJ
agb-220	9	21	insurance	insurance	NOUN
agb-220	9	22	domains	domain	NOUN
agb-220	9	23	,	,	PUNCT
agb-220	9	24	employing	employ	VERB
agb-220	9	25	methods	method	NOUN
agb-220	9	26	such	such	ADJ
agb-220	9	27	as	as	ADP
agb-220	9	28	questionnaire	questionnaire	NOUN
agb-220	9	29	surveys	survey	NOUN
agb-220	9	30	,	,	PUNCT
agb-220	9	31	in	in	ADP
agb-220	9	32	-	-	PUNCT
agb-220	9	33	depth	depth	NOUN
agb-220	9	34	interviews	interview	NOUN
agb-220	9	35	,	,	PUNCT
agb-220	9	36	and	and	CCONJ
agb-220	9	37	public	public	ADJ
agb-220	9	38	hearings	hearing	NOUN
agb-220	9	39	.	.	PUNCT
agb-220	10	1	moreover	moreover	ADV
agb-220	10	2	,	,	PUNCT
agb-220	10	3	this	this	DET
agb-220	10	4	investigation	investigation	NOUN
agb-220	10	5	employs	employ	VERB
agb-220	10	6	machine	machine	NOUN
agb-220	10	7	learning	learning	NOUN
agb-220	10	8	methodologies	methodology	NOUN
agb-220	10	9	to	to	PART
agb-220	10	10	project	project	VERB
agb-220	10	11	potential	potential	ADJ
agb-220	10	12	jasmine-105	jasmine-105	NOUN
agb-220	10	13	rice	rice	NOUN
agb-220	10	14	yield	yield	NOUN
agb-220	10	15	losses	loss	NOUN
agb-220	10	16	in	in	ADP
agb-220	10	17	ubon	ubon	PROPN
agb-220	10	18	ratchathani	ratchathani	PROPN
agb-220	10	19	and	and	CCONJ
agb-220	10	20	sisaket	sisaket	NOUN
agb-220	10	21	provinces	province	NOUN
agb-220	10	22	.	.	PUNCT
agb-220	11	1	the	the	DET
agb-220	11	2	acquisition	acquisition	NOUN
agb-220	11	3	of	of	ADP
agb-220	11	4	satellite	satellite	NOUN
agb-220	11	5	data	datum	NOUN
agb-220	11	6	is	be	AUX
agb-220	11	7	integral	integral	ADJ
agb-220	11	8	for	for	ADP
agb-220	11	9	estimating	estimate	VERB
agb-220	11	10	long	long	ADJ
agb-220	11	11	-	-	PUNCT
agb-220	11	12	term	term	NOUN
agb-220	11	13	daily	daily	ADJ
agb-220	11	14	heavy	heavy	ADJ
agb-220	11	15	rainfall	rainfall	NOUN
agb-220	11	16	in	in	ADP
agb-220	11	17	the	the	DET
agb-220	11	18	aforementioned	aforementioned	ADJ
agb-220	11	19	provinces	province	NOUN
agb-220	11	20	.	.	PUNCT
agb-220	12	1	the	the	DET
agb-220	12	2	study	study	NOUN
agb-220	12	3	's	's	PART
agb-220	12	4	revelations	revelation	NOUN
agb-220	12	5	affirm	affirm	VERB
agb-220	12	6	the	the	DET
agb-220	12	7	viability	viability	NOUN
agb-220	12	8	of	of	ADP
agb-220	12	9	area	area	NOUN
agb-220	12	10	-	-	PUNCT
agb-220	12	11	yield	yield	NOUN
agb-220	12	12	crop	crop	NOUN
agb-220	12	13	insurance	insurance	NOUN
agb-220	12	14	,	,	PUNCT
agb-220	12	15	utilizing	utilize	VERB
agb-220	12	16	machine	machine	NOUN
agb-220	12	17	learning	learn	VERB
agb-220	12	18	to	to	PART
agb-220	12	19	gauge	gauge	VERB
agb-220	12	20	rice	rice	NOUN
agb-220	12	21	production	production	NOUN
agb-220	12	22	on	on	ADP
agb-220	12	23	a	a	DET
agb-220	12	24	provincial	provincial	ADJ
agb-220	12	25	scale	scale	NOUN
agb-220	12	26	,	,	PUNCT
agb-220	12	27	thereby	thereby	ADV
agb-220	12	28	bolstering	bolster	VERB
agb-220	12	29	the	the	DET
agb-220	12	30	economic	economic	ADJ
agb-220	12	31	feasibility	feasibility	NOUN
agb-220	12	32	and	and	CCONJ
agb-220	12	33	sustainability	sustainability	NOUN
agb-220	12	34	of	of	ADP
agb-220	12	35	thailand	thailand	PROPN
agb-220	12	36	's	's	PART
agb-220	12	37	rice	rice	NOUN
agb-220	12	38	industry	industry	NOUN
agb-220	12	39	.	.	PUNCT
agb-220	13	1	notably	notably	ADV
agb-220	13	2	,	,	PUNCT
agb-220	13	3	random	random	ADJ
agb-220	13	4	forests	forest	NOUN
agb-220	13	5	demonstrate	demonstrate	VERB
agb-220	13	6	superior	superior	ADJ
agb-220	13	7	accuracy	accuracy	NOUN
agb-220	13	8	,	,	PUNCT
agb-220	13	9	particularly	particularly	ADV
agb-220	13	10	within	within	ADP
agb-220	13	11	specific	specific	ADJ
agb-220	13	12	rice	rice	NOUN
agb-220	13	13	farming	farming	NOUN
agb-220	13	14	locales	locale	NOUN
agb-220	13	15	.	.	PUNCT
agb-220	14	1	furthermore	furthermore	ADV
agb-220	14	2	,	,	PUNCT
agb-220	14	3	the	the	DET
agb-220	14	4	research	research	NOUN
agb-220	14	5	underscores	underscore	VERB
agb-220	14	6	the	the	DET
agb-220	14	7	anticipated	anticipated	ADJ
agb-220	14	8	surge	surge	NOUN
agb-220	14	9	in	in	ADP
agb-220	14	10	heavy	heavy	ADJ
agb-220	14	11	rainfall	rainfall	NOUN
agb-220	14	12	across	across	ADP
agb-220	14	13	thailand	thailand	PROPN
agb-220	14	14	over	over	ADP
agb-220	14	15	the	the	DET
agb-220	14	16	next	next	ADJ
agb-220	14	17	10	10	NUM
agb-220	14	18	-	-	SYM
agb-220	14	19	100	100	NUM
agb-220	14	20	years	year	NOUN
agb-220	14	21	,	,	PUNCT
agb-220	14	22	attributable	attributable	ADJ
agb-220	14	23	to	to	ADP
agb-220	14	24	climate	climate	NOUN
agb-220	14	25	change	change	NOUN
agb-220	14	26	,	,	PUNCT
agb-220	14	27	underscoring	underscore	VERB
agb-220	14	28	the	the	DET
agb-220	14	29	imperative	imperative	NOUN
agb-220	14	30	for	for	ADP
agb-220	14	31	effective	effective	ADJ
agb-220	14	32	catastrophe	catastrophe	NOUN
agb-220	14	33	risk	risk	NOUN
agb-220	14	34	financing	financing	NOUN
agb-220	14	35	and	and	CCONJ
agb-220	14	36	insurance	insurance	NOUN
agb-220	14	37	risk	risk	NOUN
agb-220	14	38	management	management	NOUN
agb-220	14	39	strategies	strategy	NOUN
agb-220	14	40	.	.	PUNCT
agb-220	15	1	in	in	ADP
agb-220	15	2	summary	summary	NOUN
agb-220	15	3	,	,	PUNCT
agb-220	15	4	the	the	DET
agb-220	15	5	research	research	NOUN
agb-220	15	6	underscores	underscore	VERB
agb-220	15	7	the	the	DET
agb-220	15	8	thai	thai	ADJ
agb-220	15	9	government	government	NOUN
agb-220	15	10	's	's	PART
agb-220	15	11	dedication	dedication	NOUN
agb-220	15	12	to	to	ADP
agb-220	15	13	advancing	advance	VERB
agb-220	15	14	,	,	PUNCT
agb-220	15	15	endorsing	endorse	VERB
agb-220	15	16	,	,	PUNCT
agb-220	15	17	and	and	CCONJ
agb-220	15	18	implementing	implement	VERB
agb-220	15	19	proficient	proficient	ADJ
agb-220	15	20	and	and	CCONJ
agb-220	15	21	enduring	endure	VERB
agb-220	15	22	agricultural	agricultural	ADJ
agb-220	15	23	insurance	insurance	NOUN
agb-220	15	24	mechanisms	mechanism	NOUN
agb-220	15	25	.	.	PUNCT
agb-220	16	1	these	these	DET
agb-220	16	2	mechanisms	mechanism	NOUN
agb-220	16	3	seek	seek	VERB
agb-220	16	4	to	to	PART
agb-220	16	5	incentivize	incentivize	VERB
agb-220	16	6	farmers	farmer	NOUN
agb-220	16	7	to	to	PART
agb-220	16	8	safeguard	safeguard	VERB
agb-220	16	9	their	their	PRON
agb-220	16	10	agricultural	agricultural	ADJ
agb-220	16	11	vulnerabilities	vulnerability	NOUN
agb-220	16	12	through	through	ADP
agb-220	16	13	insurance	insurance	NOUN
agb-220	16	14	products	product	NOUN
agb-220	16	15	,	,	PUNCT
agb-220	16	16	fostering	foster	VERB
agb-220	16	17	a	a	DET
agb-220	16	18	more	more	ADV
agb-220	16	19	sustainable	sustainable	ADJ
agb-220	16	20	trajectory	trajectory	NOUN
agb-220	16	21	for	for	ADP
agb-220	16	22	the	the	DET
agb-220	16	23	nation	nation	NOUN
agb-220	16	24	.	.	PUNCT
agb-220	17	1	the	the	DET
agb-220	17	2	study	study	NOUN
agb-220	17	3	imparts	impart	VERB
agb-220	17	4	valuable	valuable	ADJ
agb-220	17	5	insights	insight	NOUN
agb-220	17	6	into	into	ADP
agb-220	17	7	the	the	DET
agb-220	17	8	critical	critical	ADJ
agb-220	17	9	role	role	NOUN
agb-220	17	10	of	of	ADP
agb-220	17	11	insurance	insurance	NOUN
agb-220	17	12	-	-	PUNCT
agb-220	17	13	based	base	VERB
agb-220	17	14	risk	risk	NOUN
agb-220	17	15	management	management	NOUN
agb-220	17	16	in	in	ADP
agb-220	17	17	the	the	DET
agb-220	17	18	agricultural	agricultural	ADJ
agb-220	17	19	sector	sector	NOUN
agb-220	17	20	,	,	PUNCT
agb-220	17	21	emphasizing	emphasize	VERB
agb-220	17	22	the	the	DET
agb-220	17	23	pivotal	pivotal	ADJ
agb-220	17	24	support	support	NOUN
agb-220	17	25	required	require	VERB
agb-220	17	26	from	from	ADP
agb-220	17	27	the	the	DET
agb-220	17	28	government	government	NOUN
agb-220	17	29	for	for	ADP
agb-220	17	30	the	the	DET
agb-220	17	31	successful	successful	ADJ
agb-220	17	32	implementation	implementation	NOUN
agb-220	17	33	of	of	ADP
agb-220	17	34	such	such	ADJ
agb-220	17	35	initiatives	initiative	NOUN
agb-220	17	36	.	.	PUNCT
agb-220	18	1	keywords	keyword	NOUN
agb-220	18	2	:	:	PUNCT
agb-220	18	3	agricultural	agricultural	ADJ
agb-220	18	4	insurance	insurance	NOUN
agb-220	18	5	,	,	PUNCT
agb-220	18	6	government	government	NOUN
agb-220	18	7	support	support	NOUN
agb-220	18	8	,	,	PUNCT
agb-220	18	9	areayield	areayield	NOUN
agb-220	18	10	,	,	PUNCT
agb-220	18	11	machine	machine	NOUN
agb-220	18	12	learning	learning	NOUN
agb-220	18	13	,	,	PUNCT
agb-220	18	14	extreme	extreme	ADJ
agb-220	18	15	precipitation	precipitation	NOUN
agb-220	18	16	introduction	introduction	NOUN
agb-220	18	17	acknowledging	acknowledge	VERB
agb-220	18	18	the	the	DET
agb-220	18	19	central	central	ADJ
agb-220	18	20	importance	importance	NOUN
agb-220	18	21	of	of	ADP
agb-220	18	22	agriculture	agriculture	NOUN
agb-220	18	23	in	in	ADP
agb-220	18	24	supporting	support	VERB
agb-220	18	25	human	human	ADJ
agb-220	18	26	sustenance	sustenance	NOUN
agb-220	18	27	and	and	CCONJ
agb-220	18	28	catalysing	catalyse	VERB
agb-220	18	29	worldwide	worldwide	ADJ
agb-220	18	30	economic	economic	ADJ
agb-220	18	31	advancement	advancement	NOUN
agb-220	18	32	,	,	PUNCT
agb-220	18	33	its	its	PRON
agb-220	18	34	historical	historical	ADJ
agb-220	18	35	significance	significance	NOUN
agb-220	18	36	is	be	AUX
agb-220	18	37	duly	duly	ADV
agb-220	18	38	recognized	recognize	VERB
agb-220	18	39	.	.	PUNCT
agb-220	19	1	unfortunately	unfortunately	ADV
agb-220	19	2	,	,	PUNCT
agb-220	19	3	agriculture	agriculture	NOUN
agb-220	19	4	continues	continue	VERB
agb-220	19	5	to	to	PART
agb-220	19	6	be	be	AUX
agb-220	19	7	vulnerable	vulnerable	ADJ
agb-220	19	8	to	to	ADP
agb-220	19	9	risks	risk	NOUN
agb-220	19	10	associated	associate	VERB
agb-220	19	11	with	with	ADP
agb-220	19	12	climatic	climatic	ADJ
agb-220	19	13	variability	variability	NOUN
agb-220	19	14	.	.	PUNCT
agb-220	20	1	effectively	effectively	ADV
agb-220	20	2	handling	handle	VERB
agb-220	20	3	the	the	DET
agb-220	20	4	agricultural	agricultural	ADJ
agb-220	20	5	risks	risk	NOUN
agb-220	20	6	proves	prove	VERB
agb-220	20	7	to	to	PART
agb-220	20	8	be	be	AUX
agb-220	20	9	a	a	DET
agb-220	20	10	complex	complex	ADJ
agb-220	20	11	task	task	NOUN
agb-220	20	12	,	,	PUNCT
agb-220	20	13	given	give	VERB
agb-220	20	14	their	their	PRON
agb-220	20	15	varied	varied	ADJ
agb-220	20	16	nature	nature	NOUN
agb-220	20	17	that	that	PRON
agb-220	20	18	spans	span	VERB
agb-220	20	19	from	from	ADP
agb-220	20	20	isolated	isolated	ADJ
agb-220	20	21	incidents	incident	NOUN
agb-220	20	22	to	to	PART
agb-220	20	23	intricately	intricately	ADV
agb-220	20	24	interconnected	interconnect	VERB
agb-220	20	25	risks	risk	NOUN
agb-220	20	26	.	.	PUNCT
agb-220	21	1	consequently	consequently	ADV
agb-220	21	2	,	,	PUNCT
agb-220	21	3	the	the	DET
agb-220	21	4	compelling	compelling	ADJ
agb-220	21	5	need	need	NOUN
agb-220	21	6	for	for	ADP
agb-220	21	7	proficient	proficient	ADJ
agb-220	21	8	risk	risk	NOUN
agb-220	21	9	management	management	NOUN
agb-220	21	10	within	within	ADP
agb-220	21	11	the	the	DET
agb-220	21	12	agricultural	agricultural	ADJ
agb-220	21	13	domain	domain	NOUN
agb-220	21	14	is	be	AUX
agb-220	21	15	unequivocal	unequivocal	ADJ
agb-220	21	16	.	.	PUNCT
agb-220	22	1	this	this	DET
agb-220	22	2	imperative	imperative	NOUN
agb-220	22	3	has	have	AUX
agb-220	22	4	given	give	VERB
agb-220	22	5	rise	rise	NOUN
agb-220	22	6	to	to	ADP
agb-220	22	7	a	a	DET
agb-220	22	8	spectrum	spectrum	NOUN
agb-220	22	9	of	of	ADP
agb-220	22	10	strategies	strategy	NOUN
agb-220	22	11	formulated	formulate	VERB
agb-220	22	12	to	to	PART
agb-220	22	13	address	address	VERB
agb-220	22	14	these	these	DET
agb-220	22	15	complex	complex	ADJ
agb-220	22	16	challenges	challenge	NOUN
agb-220	22	17	.	.	PUNCT
agb-220	23	1	aquaculture	aquaculture	NOUN
agb-220	23	2	insurance	insurance	NOUN
agb-220	23	3	,	,	PUNCT
agb-220	23	4	crop	crop	NOUN
agb-220	23	5	insurance	insurance	NOUN
agb-220	23	6	,	,	PUNCT
agb-220	23	7	and	and	CCONJ
agb-220	23	8	livestock	livestock	NOUN
agb-220	23	9	insurance	insurance	NOUN
agb-220	23	10	are	be	AUX
agb-220	23	11	crucial	crucial	ADJ
agb-220	23	12	instruments	instrument	NOUN
agb-220	23	13	.	.	PUNCT
agb-220	24	1	they	they	PRON
agb-220	24	2	enable	enable	VERB
agb-220	24	3	the	the	DET
agb-220	24	4	transfer	transfer	NOUN
agb-220	24	5	of	of	ADP
agb-220	24	6	formidable	formidable	ADJ
agb-220	24	7	risks	risk	NOUN
agb-220	24	8	faced	face	VERB
agb-220	24	9	by	by	ADP
agb-220	24	10	farmers	farmer	NOUN
agb-220	24	11	to	to	ADP
agb-220	24	12	insurance	insurance	NOUN
agb-220	24	13	markets	market	NOUN
agb-220	24	14	.	.	PUNCT
agb-220	25	1	rapidly	rapidly	ADV
agb-220	25	2	gaining	gain	VERB
agb-220	25	3	prevalence	prevalence	NOUN
agb-220	25	4	globally	globally	ADV
agb-220	25	5	,	,	PUNCT
agb-220	25	6	these	these	DET
agb-220	25	7	measures	measure	NOUN
agb-220	25	8	are	be	AUX
agb-220	25	9	potent	potent	ADJ
agb-220	25	10	tools	tool	NOUN
agb-220	25	11	for	for	ADP
agb-220	25	12	mitigating	mitigate	VERB
agb-220	25	13	catastrophic	catastrophic	ADJ
agb-220	25	14	risks	risk	NOUN
agb-220	25	15	,	,	PUNCT
agb-220	25	16	reducing	reduce	VERB
agb-220	25	17	vulnerabilities	vulnerability	NOUN
agb-220	25	18	in	in	ADP
agb-220	25	19	agricultural	agricultural	ADJ
agb-220	25	20	practices	practice	NOUN
agb-220	25	21	,	,	PUNCT
agb-220	25	22	enhancing	enhance	VERB
agb-220	25	23	average	average	ADJ
agb-220	25	24	productivity	productivity	NOUN
agb-220	25	25	and	and	CCONJ
agb-220	25	26	income	income	NOUN
agb-220	25	27	,	,	PUNCT
agb-220	25	28	fostering	foster	VERB
agb-220	25	29	financial	financial	ADJ
agb-220	25	30	resilience	resilience	NOUN
agb-220	25	31	for	for	ADP
agb-220	25	32	practitioners	practitioner	NOUN
agb-220	25	33	,	,	PUNCT
agb-220	25	34	and	and	CCONJ
agb-220	25	35	promoting	promote	VERB
agb-220	25	36	social	social	ADJ
agb-220	25	37	and	and	CCONJ
agb-220	25	38	environmental	environmental	ADJ
agb-220	25	39	sustainability	sustainability	NOUN
agb-220	25	40	(	(	PUNCT
agb-220	25	41	chatterjee	chatterjee	PROPN
agb-220	25	42	&	&	CCONJ
agb-220	25	43	oza	oza	PROPN
agb-220	25	44	,	,	PUNCT
agb-220	25	45	2017	2017	NUM
agb-220	25	46	)	)	PUNCT
agb-220	25	47	.	.	PUNCT
agb-220	26	1	the	the	DET
agb-220	26	2	agricultural	agricultural	ADJ
agb-220	26	3	sector	sector	NOUN
agb-220	26	4	in	in	ADP
agb-220	26	5	thailand	thailand	PROPN
agb-220	26	6	is	be	AUX
agb-220	26	7	currently	currently	ADV
agb-220	26	8	confronted	confront	VERB
agb-220	26	9	with	with	ADP
agb-220	26	10	increasing	increase	VERB
agb-220	26	11	vulnerabilities	vulnerability	NOUN
agb-220	26	12	attributed	attribute	VERB
agb-220	26	13	to	to	ADP
agb-220	26	14	rising	rise	VERB
agb-220	26	15	temperatures	temperature	NOUN
agb-220	26	16	and	and	CCONJ
agb-220	26	17	significant	significant	ADJ
agb-220	26	18	environmental	environmental	ADJ
agb-220	26	19	hazards	hazard	NOUN
agb-220	26	20	such	such	ADJ
agb-220	26	21	as	as	ADP
agb-220	26	22	floods	flood	NOUN
agb-220	26	23	and	and	CCONJ
agb-220	26	24	droughts	drought	NOUN
agb-220	26	25	.	.	PUNCT
agb-220	27	1	this	this	DET
agb-220	27	2	demographic	demographic	NOUN
agb-220	27	3	represents	represent	VERB
agb-220	27	4	approximately	approximately	ADV
agb-220	27	5	30	30	NUM
agb-220	27	6	percent	percent	NOUN
agb-220	27	7	of	of	ADP
agb-220	27	8	thailand	thailand	PROPN
agb-220	27	9	's	's	PART
agb-220	27	10	total	total	ADJ
agb-220	27	11	labour	labour	ADJ
agb-220	27	12	force	force	NOUN
agb-220	27	13	(	(	PUNCT
agb-220	27	14	musikawong	musikawong	PROPN
agb-220	27	15	et	et	PROPN
agb-220	27	16	al	al	PROPN
agb-220	27	17	.	.	PROPN
agb-220	27	18	,	,	PUNCT
agb-220	27	19	2022	2022	NUM
agb-220	27	20	)	)	PUNCT
agb-220	27	21	.	.	PUNCT
agb-220	28	1	as	as	ADP
agb-220	28	2	per	per	ADP
agb-220	28	3	the	the	DET
agb-220	28	4	world	world	NOUN
agb-220	28	5	bank	bank	PROPN
agb-220	28	6	(	(	PUNCT
agb-220	28	7	2022	2022	NUM
agb-220	28	8	)	)	PUNCT
agb-220	28	9	report	report	NOUN
agb-220	28	10	,	,	PUNCT
agb-220	28	11	a	a	DET
agb-220	28	12	predominant	predominant	ADJ
agb-220	28	13	portion	portion	NOUN
agb-220	28	14	of	of	ADP
agb-220	28	15	thailand	thailand	PROPN
agb-220	28	16	's	's	PART
agb-220	28	17	impoverished	impoverished	ADJ
agb-220	28	18	population	population	NOUN
agb-220	28	19	,	,	PUNCT
agb-220	28	20	comprising	comprise	VERB
agb-220	28	21	nearly	nearly	ADV
agb-220	28	22	79	79	NUM
agb-220	28	23	percent	percent	NOUN
agb-220	28	24	,	,	PUNCT
agb-220	28	25	is	be	AUX
agb-220	28	26	affiliated	affiliate	VERB
agb-220	28	27	with	with	ADP
agb-220	28	28	agricultural	agricultural	ADJ
agb-220	28	29	households	household	NOUN
agb-220	28	30	.	.	PUNCT
agb-220	29	1	the	the	DET
agb-220	29	2	recurrent	recurrent	ADJ
agb-220	29	3	and	and	CCONJ
agb-220	29	4	severe	severe	ADJ
agb-220	29	5	incidence	incidence	NOUN
agb-220	29	6	of	of	ADP
agb-220	29	7	floods	flood	NOUN
agb-220	29	8	and	and	CCONJ
agb-220	29	9	droughts	drought	NOUN
agb-220	29	10	has	have	AUX
agb-220	29	11	significantly	significantly	ADV
agb-220	29	12	impacted	impact	VERB
agb-220	29	13	this	this	DET
agb-220	29	14	substantial	substantial	ADJ
agb-220	29	15	demographic	demographic	ADJ
agb-220	29	16	,	,	PUNCT
agb-220	29	17	thereby	thereby	ADV
agb-220	29	18	placing	place	VERB
agb-220	29	19	considerable	considerable	ADJ
agb-220	29	20	pressure	pressure	NOUN
agb-220	29	21	on	on	ADP
agb-220	29	22	the	the	DET
agb-220	29	23	government	government	NOUN
agb-220	29	24	's	's	PART
agb-220	29	25	financial	financial	ADJ
agb-220	29	26	resources	resource	NOUN
agb-220	29	27	dedicated	dedicate	VERB
agb-220	29	28	to	to	ADP
agb-220	29	29	disaster	disaster	NOUN
agb-220	29	30	relief	relief	NOUN
agb-220	29	31	endeavours	endeavour	VERB
agb-220	29	32	over	over	ADP
agb-220	29	33	recent	recent	ADJ
agb-220	29	34	decades	decade	NOUN
agb-220	29	35	.	.	PUNCT
agb-220	30	1	recognizing	recognize	VERB
agb-220	30	2	thailand	thailand	PROPN
agb-220	30	3	's	's	PART
agb-220	30	4	vulnerability	vulnerability	NOUN
agb-220	30	5	to	to	ADP
agb-220	30	6	the	the	DET
agb-220	30	7	impacts	impact	NOUN
agb-220	30	8	of	of	ADP
agb-220	30	9	climate	climate	NOUN
agb-220	30	10	change	change	NOUN
agb-220	30	11	,	,	PUNCT
agb-220	30	12	anticipated	anticipate	VERB
agb-220	30	13	to	to	PART
agb-220	30	14	manifest	manifest	VERB
agb-220	30	15	in	in	ADP
agb-220	30	16	heightened	heighten	VERB
agb-220	30	17	frequency	frequency	NOUN
agb-220	30	18	and	and	CCONJ
agb-220	30	19	severity	severity	NOUN
agb-220	30	20	of	of	ADP
agb-220	30	21	natural	natural	ADJ
agb-220	30	22	disasters	disaster	NOUN
agb-220	30	23	,	,	PUNCT
agb-220	30	24	and	and	CCONJ
agb-220	30	25	mailto:thitivadee@cbs.chula.ac.th	mailto:thitivadee@cbs.chula.ac.th	DET
agb-220	30	26	mailto:samrieng@yahoo.com	mailto:samrieng@yahoo.com	PROPN
agb-220	30	27	mailto:thailawresearch@gmail.com	mailto:thailawresearch@gmail.com	PROPN
agb-220	30	28	agbioforum	agbioforum	NOUN
agb-220	30	29	,	,	PUNCT
agb-220	30	30	25(2	25(2	NUM
agb-220	30	31	)	)	PUNCT
agb-220	30	32	,	,	PUNCT
agb-220	30	33	2023	2023	NUM
agb-220	30	34	|	|	NOUN
agb-220	30	35	131	131	NUM
agb-220	30	36	chaiyawat	chaiyawat	VERB
agb-220	30	37	et	et	PROPN
agb-220	30	38	al	al	PROPN
agb-220	30	39	.	.	PROPN
agb-220	30	40	—	—	PUNCT
agb-220	30	41	enhancing	enhance	VERB
agb-220	30	42	the	the	DET
agb-220	30	43	effectiveness	effectiveness	NOUN
agb-220	30	44	of	of	ADP
agb-220	30	45	insurance	insurance	NOUN
agb-220	30	46	risk	risk	NOUN
agb-220	30	47	management	management	NOUN
agb-220	30	48	in	in	ADP
agb-220	30	49	the	the	DET
agb-220	30	50	agricultural	agricultural	ADJ
agb-220	30	51	,	,	PUNCT
agb-220	30	52	livestock	livestock	NOUN
agb-220	30	53	,	,	PUNCT
agb-220	30	54	and	and	CCONJ
agb-220	30	55	fishery	fishery	NOUN
agb-220	30	56	sectors	sector	NOUN
agb-220	30	57	in	in	ADP
agb-220	30	58	thailand	thailand	PROPN
agb-220	30	59	acknowledging	acknowledge	VERB
agb-220	30	60	the	the	DET
agb-220	30	61	imperative	imperative	NOUN
agb-220	30	62	for	for	ADP
agb-220	30	63	transitioning	transition	VERB
agb-220	30	64	towards	towards	ADP
agb-220	30	65	an	an	DET
agb-220	30	66	environmentally	environmentally	ADV
agb-220	30	67	sustainable	sustainable	ADJ
agb-220	30	68	economy	economy	NOUN
agb-220	30	69	,	,	PUNCT
agb-220	30	70	the	the	DET
agb-220	30	71	thai	thai	ADJ
agb-220	30	72	government	government	NOUN
agb-220	30	73	deems	deem	VERB
agb-220	30	74	the	the	DET
agb-220	30	75	progression	progression	NOUN
agb-220	30	76	of	of	ADP
agb-220	30	77	the	the	DET
agb-220	30	78	agricultural	agricultural	ADJ
agb-220	30	79	sector	sector	NOUN
agb-220	30	80	as	as	ADP
agb-220	30	81	crucial	crucial	ADJ
agb-220	30	82	.	.	PUNCT
agb-220	31	1	this	this	DET
agb-220	31	2	recognition	recognition	NOUN
agb-220	31	3	stems	stem	VERB
agb-220	31	4	from	from	ADP
agb-220	31	5	the	the	DET
agb-220	31	6	potential	potential	ADJ
agb-220	31	7	implications	implication	NOUN
agb-220	31	8	of	of	ADP
agb-220	31	9	global	global	ADJ
agb-220	31	10	climate	climate	NOUN
agb-220	31	11	change	change	NOUN
agb-220	31	12	on	on	ADP
agb-220	31	13	household	household	NOUN
agb-220	31	14	welfare	welfare	NOUN
agb-220	31	15	,	,	PUNCT
agb-220	31	16	agricultural	agricultural	ADJ
agb-220	31	17	output	output	NOUN
agb-220	31	18	and	and	CCONJ
agb-220	31	19	agricultural	agricultural	ADJ
agb-220	31	20	income	income	NOUN
agb-220	31	21	.	.	PUNCT
agb-220	32	1	additionally	additionally	ADV
agb-220	32	2	,	,	PUNCT
agb-220	32	3	it	it	PRON
agb-220	32	4	includes	include	VERB
agb-220	32	5	the	the	DET
agb-220	32	6	cost	cost	NOUN
agb-220	32	7	dynamics	dynamic	NOUN
agb-220	32	8	of	of	ADP
agb-220	32	9	production	production	NOUN
agb-220	32	10	.	.	PUNCT
agb-220	33	1	thailand	thailand	PROPN
agb-220	33	2	integrated	integrate	VERB
agb-220	33	3	its	its	PRON
agb-220	33	4	commitments	commitment	NOUN
agb-220	33	5	articulated	articulate	VERB
agb-220	33	6	in	in	ADP
agb-220	33	7	the	the	DET
agb-220	33	8	united	united	PROPN
agb-220	33	9	nations	nations	PROPN
agb-220	33	10	2030	2030	NUM
agb-220	33	11	agenda	agenda	NOUN
agb-220	33	12	for	for	ADP
agb-220	33	13	sustainable	sustainable	ADJ
agb-220	33	14	development	development	NOUN
agb-220	33	15	and	and	CCONJ
agb-220	33	16	the	the	DET
agb-220	33	17	paris	paris	PROPN
agb-220	33	18	agreement	agreement	NOUN
agb-220	33	19	within	within	ADP
agb-220	33	20	its	its	PRON
agb-220	33	21	20	20	NUM
agb-220	33	22	-	-	PUNCT
agb-220	33	23	year	year	NOUN
agb-220	33	24	national	national	ADJ
agb-220	33	25	strategy	strategy	NOUN
agb-220	33	26	(	(	PUNCT
agb-220	33	27	ministry	ministry	NOUN
agb-220	33	28	of	of	ADP
agb-220	33	29	foreign	foreign	PROPN
agb-220	33	30	affairs	affair	NOUN
agb-220	33	31	,	,	PUNCT
agb-220	33	32	2022	2022	NUM
agb-220	33	33	)	)	PUNCT
agb-220	33	34	.	.	PUNCT
agb-220	34	1	moreover	moreover	ADV
agb-220	34	2	,	,	PUNCT
agb-220	34	3	the	the	DET
agb-220	34	4	insurance	insurance	NOUN
agb-220	34	5	sector	sector	NOUN
agb-220	34	6	strategically	strategically	ADV
agb-220	34	7	prioritizes	prioritize	VERB
agb-220	34	8	sustainability	sustainability	NOUN
agb-220	34	9	,	,	PUNCT
agb-220	34	10	utilizing	utilize	VERB
agb-220	34	11	insurance	insurance	NOUN
agb-220	34	12	systems	system	NOUN
agb-220	34	13	to	to	PART
agb-220	34	14	mitigate	mitigate	VERB
agb-220	34	15	risks	risk	NOUN
agb-220	34	16	,	,	PUNCT
agb-220	34	17	establish	establish	VERB
agb-220	34	18	security	security	NOUN
agb-220	34	19	,	,	PUNCT
agb-220	34	20	and	and	CCONJ
agb-220	34	21	contribute	contribute	VERB
agb-220	34	22	to	to	ADP
agb-220	34	23	the	the	DET
agb-220	34	24	realization	realization	NOUN
agb-220	34	25	of	of	ADP
agb-220	34	26	a	a	DET
agb-220	34	27	sustainable	sustainable	ADJ
agb-220	34	28	future	future	NOUN
agb-220	34	29	(	(	PUNCT
agb-220	34	30	intongpan	intongpan	NOUN
agb-220	34	31	,	,	PUNCT
agb-220	34	32	2019	2019	NUM
agb-220	34	33	)	)	PUNCT
agb-220	34	34	.	.	PUNCT
agb-220	35	1	considering	consider	VERB
agb-220	35	2	the	the	DET
agb-220	35	3	pressing	press	VERB
agb-220	35	4	need	need	NOUN
agb-220	35	5	to	to	PART
agb-220	35	6	systematically	systematically	ADV
agb-220	35	7	anticipate	anticipate	VERB
agb-220	35	8	and	and	CCONJ
agb-220	35	9	mitigate	mitigate	VERB
agb-220	35	10	the	the	DET
agb-220	35	11	significant	significant	ADJ
agb-220	35	12	impacts	impact	NOUN
agb-220	35	13	of	of	ADP
agb-220	35	14	disaster	disaster	NOUN
agb-220	35	15	risks	risk	NOUN
agb-220	35	16	,	,	PUNCT
agb-220	35	17	climate	climate	NOUN
agb-220	35	18	change	change	NOUN
agb-220	35	19	,	,	PUNCT
agb-220	35	20	and	and	CCONJ
agb-220	35	21	other	other	ADJ
agb-220	35	22	hazards	hazard	NOUN
agb-220	35	23	,	,	PUNCT
agb-220	35	24	it	it	PRON
agb-220	35	25	is	be	AUX
agb-220	35	26	crucial	crucial	ADJ
agb-220	35	27	for	for	SCONJ
agb-220	35	28	the	the	DET
agb-220	35	29	thai	thai	ADJ
agb-220	35	30	government	government	NOUN
agb-220	35	31	to	to	PART
agb-220	35	32	initiate	initiate	VERB
agb-220	35	33	the	the	DET
agb-220	35	34	development	development	NOUN
agb-220	35	35	of	of	ADP
agb-220	35	36	a	a	DET
agb-220	35	37	comprehensive	comprehensive	ADJ
agb-220	35	38	and	and	CCONJ
agb-220	35	39	systematic	systematic	ADJ
agb-220	35	40	framework	framework	NOUN
agb-220	35	41	for	for	ADP
agb-220	35	42	risk	risk	NOUN
agb-220	35	43	management	management	NOUN
agb-220	35	44	(	(	PUNCT
agb-220	35	45	chainikom	chainikom	NOUN
agb-220	35	46	,	,	PUNCT
agb-220	35	47	2022	2022	NUM
agb-220	35	48	)	)	PUNCT
agb-220	35	49	.	.	PUNCT
agb-220	36	1	within	within	ADP
agb-220	36	2	this	this	DET
agb-220	36	3	framework	framework	NOUN
agb-220	36	4	,	,	PUNCT
agb-220	36	5	it	it	PRON
agb-220	36	6	is	be	AUX
agb-220	36	7	crucial	crucial	ADJ
agb-220	36	8	to	to	PART
agb-220	36	9	prioritize	prioritize	VERB
agb-220	36	10	appropriate	appropriate	ADJ
agb-220	36	11	agricultural	agricultural	ADJ
agb-220	36	12	insurance	insurance	NOUN
agb-220	36	13	schemes	scheme	NOUN
agb-220	36	14	and	and	CCONJ
agb-220	36	15	riskfinancing	riskfinance	VERB
agb-220	36	16	solutions	solution	NOUN
agb-220	36	17	to	to	PART
agb-220	36	18	protect	protect	VERB
agb-220	36	19	vulnerable	vulnerable	ADJ
agb-220	36	20	communities	community	NOUN
agb-220	36	21	.	.	PUNCT
agb-220	37	1	agricultural	agricultural	ADJ
agb-220	37	2	insurance	insurance	NOUN
agb-220	37	3	and	and	CCONJ
agb-220	37	4	risk	risk	NOUN
agb-220	37	5	finance	finance	NOUN
agb-220	37	6	are	be	AUX
agb-220	37	7	essential	essential	ADJ
agb-220	37	8	components	component	NOUN
agb-220	37	9	of	of	ADP
agb-220	37	10	thailand	thailand	PROPN
agb-220	37	11	's	's	PART
agb-220	37	12	integrated	integrate	VERB
agb-220	37	13	national	national	ADJ
agb-220	37	14	financing	financing	NOUN
agb-220	37	15	framework	framework	NOUN
agb-220	37	16	(	(	PUNCT
agb-220	37	17	inff	inff	NOUN
agb-220	37	18	)	)	PUNCT
agb-220	37	19	.	.	PUNCT
agb-220	38	1	the	the	DET
agb-220	38	2	goal	goal	NOUN
agb-220	38	3	is	be	AUX
agb-220	38	4	to	to	PART
agb-220	38	5	strengthen	strengthen	VERB
agb-220	38	6	the	the	DET
agb-220	38	7	nation	nation	NOUN
agb-220	38	8	's	's	PART
agb-220	38	9	ability	ability	NOUN
agb-220	38	10	to	to	PART
agb-220	38	11	withstand	withstand	VERB
agb-220	38	12	impending	impending	ADJ
agb-220	38	13	shocks	shock	NOUN
agb-220	38	14	and	and	CCONJ
agb-220	38	15	promote	promote	VERB
agb-220	38	16	inclusivity	inclusivity	NOUN
agb-220	38	17	,	,	PUNCT
agb-220	38	18	with	with	ADP
agb-220	38	19	a	a	DET
agb-220	38	20	specific	specific	ADJ
agb-220	38	21	focus	focus	NOUN
agb-220	38	22	on	on	ADP
agb-220	38	23	alleviating	alleviate	VERB
agb-220	38	24	poverty	poverty	NOUN
agb-220	38	25	among	among	ADP
agb-220	38	26	thai	thai	ADJ
agb-220	38	27	farmers	farmer	NOUN
agb-220	38	28	(	(	PUNCT
agb-220	38	29	vuthipadadorn	vuthipadadorn	VERB
agb-220	38	30	et	et	PROPN
agb-220	38	31	al	al	PROPN
agb-220	38	32	.	.	PROPN
agb-220	38	33	,	,	PUNCT
agb-220	38	34	2023	2023	NUM
agb-220	38	35	)	)	PUNCT
agb-220	38	36	.	.	PUNCT
agb-220	39	1	the	the	DET
agb-220	39	2	thai	thai	ADJ
agb-220	39	3	government	government	NOUN
agb-220	39	4	is	be	AUX
agb-220	39	5	confronted	confront	VERB
agb-220	39	6	with	with	ADP
agb-220	39	7	the	the	DET
agb-220	39	8	imperative	imperative	NOUN
agb-220	39	9	of	of	ADP
agb-220	39	10	crafting	craft	VERB
agb-220	39	11	and	and	CCONJ
agb-220	39	12	executing	execute	VERB
agb-220	39	13	a	a	DET
agb-220	39	14	financially	financially	ADV
agb-220	39	15	robust	robust	ADJ
agb-220	39	16	budget	budget	NOUN
agb-220	39	17	capable	capable	ADJ
agb-220	39	18	of	of	ADP
agb-220	39	19	adeptly	adeptly	ADV
agb-220	39	20	addressing	address	VERB
agb-220	39	21	unforeseen	unforeseen	ADJ
agb-220	39	22	eventualities	eventuality	NOUN
agb-220	39	23	in	in	ADP
agb-220	39	24	the	the	DET
agb-220	39	25	future	future	NOUN
agb-220	39	26	.	.	PUNCT
agb-220	40	1	it	it	PRON
agb-220	40	2	is	be	AUX
agb-220	40	3	essential	essential	ADJ
agb-220	40	4	to	to	PART
agb-220	40	5	prioritize	prioritize	VERB
agb-220	40	6	the	the	DET
agb-220	40	7	adoption	adoption	NOUN
agb-220	40	8	of	of	ADP
agb-220	40	9	a	a	DET
agb-220	40	10	comprehensive	comprehensive	ADJ
agb-220	40	11	risk	risk	NOUN
agb-220	40	12	management	management	NOUN
agb-220	40	13	strategy	strategy	NOUN
agb-220	40	14	to	to	PART
agb-220	40	15	effectively	effectively	ADV
agb-220	40	16	reduce	reduce	VERB
agb-220	40	17	and	and	CCONJ
agb-220	40	18	alleviate	alleviate	VERB
agb-220	40	19	the	the	DET
agb-220	40	20	negative	negative	ADJ
agb-220	40	21	effects	effect	NOUN
agb-220	40	22	on	on	ADP
agb-220	40	23	the	the	DET
agb-220	40	24	thai	thai	ADJ
agb-220	40	25	economy	economy	NOUN
agb-220	40	26	.	.	PUNCT
agb-220	41	1	consequently	consequently	ADV
agb-220	41	2	,	,	PUNCT
agb-220	41	3	to	to	PART
agb-220	41	4	attain	attain	VERB
agb-220	41	5	widespread	widespread	ADJ
agb-220	41	6	sustainability	sustainability	NOUN
agb-220	41	7	in	in	ADP
agb-220	41	8	the	the	DET
agb-220	41	9	agricultural	agricultural	ADJ
agb-220	41	10	sector	sector	NOUN
agb-220	41	11	,	,	PUNCT
agb-220	41	12	this	this	DET
agb-220	41	13	investigation	investigation	NOUN
agb-220	41	14	concentrates	concentrate	VERB
agb-220	41	15	on	on	ADP
agb-220	41	16	examining	examine	VERB
agb-220	41	17	an	an	DET
agb-220	41	18	appropriate	appropriate	ADJ
agb-220	41	19	rice	rice	NOUN
agb-220	41	20	insurance	insurance	NOUN
agb-220	41	21	framework	framework	NOUN
agb-220	41	22	,	,	PUNCT
agb-220	41	23	specifically	specifically	ADV
agb-220	41	24	the	the	DET
agb-220	41	25	area	area	NOUN
agb-220	41	26	-	-	PUNCT
agb-220	41	27	yield	yield	NOUN
agb-220	41	28	agricultural	agricultural	ADJ
agb-220	41	29	insurance	insurance	NOUN
agb-220	41	30	,	,	PUNCT
agb-220	41	31	in	in	ADP
agb-220	41	32	thailand	thailand	PROPN
agb-220	41	33	.	.	PUNCT
agb-220	42	1	through	through	ADP
agb-220	42	2	the	the	DET
agb-220	42	3	application	application	NOUN
agb-220	42	4	of	of	ADP
agb-220	42	5	machine	machine	NOUN
agb-220	42	6	learning	learn	VERB
agb-220	42	7	techniques	technique	NOUN
agb-220	42	8	,	,	PUNCT
agb-220	42	9	this	this	DET
agb-220	42	10	framework	framework	NOUN
agb-220	42	11	seeks	seek	VERB
agb-220	42	12	to	to	PART
agb-220	42	13	forecast	forecast	VERB
agb-220	42	14	the	the	DET
agb-220	42	15	loss	loss	NOUN
agb-220	42	16	in	in	ADP
agb-220	42	17	yield	yield	NOUN
agb-220	42	18	production	production	NOUN
agb-220	42	19	attributed	attribute	VERB
agb-220	42	20	to	to	ADP
agb-220	42	21	natural	natural	ADJ
agb-220	42	22	disasters	disaster	NOUN
agb-220	42	23	,	,	PUNCT
agb-220	42	24	thereby	thereby	ADV
agb-220	42	25	facilitating	facilitate	VERB
agb-220	42	26	the	the	DET
agb-220	42	27	calculation	calculation	NOUN
agb-220	42	28	of	of	ADP
agb-220	42	29	indemnity	indemnity	NOUN
agb-220	42	30	payments	payment	NOUN
agb-220	42	31	for	for	ADP
agb-220	42	32	rice	rice	NOUN
agb-220	42	33	crops	crop	NOUN
agb-220	42	34	.	.	PUNCT
agb-220	43	1	moreover	moreover	ADV
agb-220	43	2	,	,	PUNCT
agb-220	43	3	the	the	DET
agb-220	43	4	study	study	NOUN
agb-220	43	5	employs	employ	VERB
agb-220	43	6	extreme	extreme	ADJ
agb-220	43	7	value	value	NOUN
agb-220	43	8	modelling	modelling	NOUN
agb-220	43	9	to	to	PART
agb-220	43	10	anticipate	anticipate	VERB
agb-220	43	11	daily	daily	ADJ
agb-220	43	12	maximum	maximum	ADJ
agb-220	43	13	precipitation	precipitation	NOUN
agb-220	43	14	.	.	PUNCT
agb-220	44	1	this	this	DET
agb-220	44	2	modelling	model	VERB
agb-220	44	3	aids	aid	NOUN
agb-220	44	4	in	in	ADP
agb-220	44	5	appraising	appraise	VERB
agb-220	44	6	the	the	DET
agb-220	44	7	loss	loss	NOUN
agb-220	44	8	in	in	ADP
agb-220	44	9	agricultural	agricultural	ADJ
agb-220	44	10	productivity	productivity	NOUN
agb-220	44	11	and	and	CCONJ
agb-220	44	12	underscores	underscore	VERB
agb-220	44	13	the	the	DET
agb-220	44	14	imperative	imperative	NOUN
agb-220	44	15	for	for	ADP
agb-220	44	16	proficient	proficient	ADJ
agb-220	44	17	catastrophe	catastrophe	NOUN
agb-220	44	18	management	management	NOUN
agb-220	44	19	and	and	CCONJ
agb-220	44	20	transfer	transfer	NOUN
agb-220	44	21	in	in	ADP
agb-220	44	22	the	the	DET
agb-220	44	23	context	context	NOUN
agb-220	44	24	of	of	ADP
agb-220	44	25	extreme	extreme	ADJ
agb-220	44	26	precipitation	precipitation	NOUN
agb-220	44	27	events	event	NOUN
agb-220	44	28	.	.	PUNCT
agb-220	45	1	additionally	additionally	ADV
agb-220	45	2	,	,	PUNCT
agb-220	45	3	the	the	DET
agb-220	45	4	research	research	NOUN
agb-220	45	5	seeks	seek	VERB
agb-220	45	6	to	to	PART
agb-220	45	7	proffer	proffer	VERB
agb-220	45	8	a	a	DET
agb-220	45	9	proficient	proficient	ADJ
agb-220	45	10	instantiation	instantiation	NOUN
agb-220	45	11	of	of	ADP
agb-220	45	12	the	the	DET
agb-220	45	13	agricultural	agricultural	ADJ
agb-220	45	14	insurance	insurance	NOUN
agb-220	45	15	system	system	NOUN
agb-220	45	16	in	in	ADP
agb-220	45	17	thailand	thailand	PROPN
agb-220	45	18	.	.	PUNCT
agb-220	46	1	through	through	ADP
agb-220	46	2	the	the	DET
agb-220	46	3	efficacious	efficacious	ADJ
agb-220	46	4	integration	integration	NOUN
agb-220	46	5	of	of	ADP
agb-220	46	6	risk	risk	NOUN
agb-220	46	7	management	management	NOUN
agb-220	46	8	via	via	ADP
agb-220	46	9	insurance	insurance	NOUN
agb-220	46	10	,	,	PUNCT
agb-220	46	11	thailand	thailand	PROPN
agb-220	46	12	can	can	AUX
agb-220	46	13	augment	augment	VERB
agb-220	46	14	the	the	DET
agb-220	46	15	resilience	resilience	NOUN
agb-220	46	16	of	of	ADP
agb-220	46	17	its	its	PRON
agb-220	46	18	agricultural	agricultural	ADJ
agb-220	46	19	sector	sector	NOUN
agb-220	46	20	and	and	CCONJ
agb-220	46	21	assure	assure	VERB
agb-220	46	22	the	the	DET
agb-220	46	23	enduring	endure	VERB
agb-220	46	24	sustainability	sustainability	NOUN
agb-220	46	25	of	of	ADP
agb-220	46	26	its	its	PRON
agb-220	46	27	farming	farming	NOUN
agb-220	46	28	communities	community	NOUN
agb-220	46	29	.	.	PUNCT
agb-220	47	1	literature	literature	NOUN
agb-220	47	2	review	review	VERB
agb-220	47	3	agricultural	agricultural	ADJ
agb-220	47	4	insurance	insurance	NOUN
agb-220	47	5	is	be	AUX
agb-220	47	6	characterized	characterize	VERB
agb-220	47	7	as	as	ADP
agb-220	47	8	a	a	DET
agb-220	47	9	quasi	quasi	ADJ
agb-220	47	10	-	-	ADJ
agb-220	47	11	public	public	ADJ
agb-220	47	12	good	good	NOUN
agb-220	47	13	,	,	PUNCT
agb-220	47	14	given	give	VERB
agb-220	47	15	its	its	PRON
agb-220	47	16	integration	integration	NOUN
agb-220	47	17	into	into	ADP
agb-220	47	18	broader	broad	ADJ
agb-220	47	19	governmental	governmental	ADJ
agb-220	47	20	agricultural	agricultural	ADJ
agb-220	47	21	development	development	NOUN
agb-220	47	22	initiatives	initiative	NOUN
agb-220	47	23	.	.	PUNCT
agb-220	48	1	policymakers	policymaker	NOUN
agb-220	48	2	strive	strive	VERB
agb-220	48	3	to	to	PART
agb-220	48	4	achieve	achieve	VERB
agb-220	48	5	their	their	PRON
agb-220	48	6	social	social	ADJ
agb-220	48	7	and	and	CCONJ
agb-220	48	8	economic	economic	ADJ
agb-220	48	9	objectives	objective	NOUN
agb-220	48	10	by	by	ADP
agb-220	48	11	allocating	allocate	VERB
agb-220	48	12	resources	resource	NOUN
agb-220	48	13	to	to	ADP
agb-220	48	14	agricultural	agricultural	ADJ
agb-220	48	15	funding	funding	NOUN
agb-220	48	16	and	and	CCONJ
agb-220	48	17	insurance	insurance	NOUN
agb-220	48	18	.	.	PUNCT
agb-220	49	1	the	the	DET
agb-220	49	2	regulatory	regulatory	ADJ
agb-220	49	3	framework	framework	NOUN
agb-220	49	4	governing	govern	VERB
agb-220	49	5	agricultural	agricultural	ADJ
agb-220	49	6	insurance	insurance	NOUN
agb-220	49	7	holds	hold	VERB
agb-220	49	8	crucial	crucial	ADJ
agb-220	49	9	significance	significance	NOUN
agb-220	49	10	in	in	ADP
agb-220	49	11	articulating	articulate	VERB
agb-220	49	12	the	the	DET
agb-220	49	13	government	government	NOUN
agb-220	49	14	's	's	PART
agb-220	49	15	intentions	intention	NOUN
agb-220	49	16	and	and	CCONJ
agb-220	49	17	aspirations	aspiration	NOUN
agb-220	49	18	in	in	ADP
agb-220	49	19	facilitating	facilitate	VERB
agb-220	49	20	the	the	DET
agb-220	49	21	provision	provision	NOUN
agb-220	49	22	of	of	ADP
agb-220	49	23	agricultural	agricultural	ADJ
agb-220	49	24	insurance	insurance	NOUN
agb-220	49	25	.	.	PUNCT
agb-220	50	1	the	the	DET
agb-220	50	2	prevalence	prevalence	NOUN
agb-220	50	3	of	of	ADP
agb-220	50	4	subsidy	subsidy	NOUN
agb-220	50	5	provision	provision	NOUN
agb-220	50	6	emerges	emerge	VERB
agb-220	50	7	as	as	ADP
agb-220	50	8	a	a	DET
agb-220	50	9	shared	share	VERB
agb-220	50	10	characteristic	characteristic	NOUN
agb-220	50	11	in	in	ADP
agb-220	50	12	agricultural	agricultural	ADJ
agb-220	50	13	insurance	insurance	NOUN
agb-220	50	14	endeavours	endeavour	NOUN
agb-220	50	15	across	across	ADP
agb-220	50	16	nations	nation	NOUN
agb-220	50	17	exhibiting	exhibit	VERB
agb-220	50	18	diverse	diverse	ADJ
agb-220	50	19	socioeconomic	socioeconomic	ADJ
agb-220	50	20	profiles	profile	NOUN
agb-220	50	21	(	(	PUNCT
agb-220	50	22	nshakirarukundo	nshakirarukundo	X
agb-220	50	23	et	et	PROPN
agb-220	50	24	al	al	PROPN
agb-220	50	25	.	.	PROPN
agb-220	50	26	,	,	PUNCT
agb-220	50	27	2021	2021	NUM
agb-220	50	28	)	)	PUNCT
agb-220	50	29	.	.	PUNCT
agb-220	51	1	the	the	DET
agb-220	51	2	development	development	NOUN
agb-220	51	3	and	and	CCONJ
agb-220	51	4	enforcement	enforcement	NOUN
agb-220	51	5	of	of	ADP
agb-220	51	6	legislation	legislation	NOUN
agb-220	51	7	significantly	significantly	ADV
agb-220	51	8	contribute	contribute	VERB
agb-220	51	9	to	to	ADP
agb-220	51	10	the	the	DET
agb-220	51	11	progress	progress	NOUN
agb-220	51	12	of	of	ADP
agb-220	51	13	any	any	DET
agb-220	51	14	society	society	NOUN
agb-220	51	15	.	.	PUNCT
agb-220	52	1	nations	nation	NOUN
agb-220	52	2	frequently	frequently	ADV
agb-220	52	3	contend	contend	VERB
agb-220	52	4	with	with	ADP
agb-220	52	5	various	various	ADJ
agb-220	52	6	natural	natural	ADJ
agb-220	52	7	and	and	CCONJ
agb-220	52	8	human	human	ADJ
agb-220	52	9	-	-	PUNCT
agb-220	52	10	induced	induce	VERB
agb-220	52	11	disasters	disaster	NOUN
agb-220	52	12	,	,	PUNCT
agb-220	52	13	with	with	ADP
agb-220	52	14	the	the	DET
agb-220	52	15	agricultural	agricultural	ADJ
agb-220	52	16	sector	sector	NOUN
agb-220	52	17	,	,	PUNCT
agb-220	52	18	in	in	ADP
agb-220	52	19	particular	particular	ADJ
agb-220	52	20	,	,	PUNCT
agb-220	52	21	being	be	AUX
agb-220	52	22	susceptible	susceptible	ADJ
agb-220	52	23	to	to	ADP
agb-220	52	24	their	their	PRON
agb-220	52	25	repercussions	repercussion	NOUN
agb-220	52	26	.	.	PUNCT
agb-220	53	1	in	in	ADP
agb-220	53	2	reaction	reaction	NOUN
agb-220	53	3	to	to	ADP
agb-220	53	4	these	these	DET
agb-220	53	5	disasters	disaster	NOUN
agb-220	53	6	,	,	PUNCT
agb-220	53	7	countries	country	NOUN
agb-220	53	8	promulgate	promulgate	VERB
agb-220	53	9	legislation	legislation	NOUN
agb-220	53	10	with	with	ADP
agb-220	53	11	the	the	DET
agb-220	53	12	aim	aim	NOUN
agb-220	53	13	of	of	ADP
agb-220	53	14	mitigating	mitigate	VERB
agb-220	53	15	immediate	immediate	ADJ
agb-220	53	16	impacts	impact	NOUN
agb-220	53	17	and	and	CCONJ
agb-220	53	18	adeptly	adeptly	ADV
agb-220	53	19	managing	manage	VERB
agb-220	53	20	future	future	ADJ
agb-220	53	21	ramifications	ramification	NOUN
agb-220	53	22	.	.	PUNCT
agb-220	54	1	this	this	DET
agb-220	54	2	legislative	legislative	ADJ
agb-220	54	3	framework	framework	NOUN
agb-220	54	4	exerts	exert	VERB
agb-220	54	5	substantial	substantial	ADJ
agb-220	54	6	influence	influence	NOUN
agb-220	54	7	on	on	ADP
agb-220	54	8	the	the	DET
agb-220	54	9	practices	practice	NOUN
agb-220	54	10	of	of	ADP
agb-220	54	11	risk	risk	NOUN
agb-220	54	12	management	management	NOUN
agb-220	54	13	through	through	ADP
agb-220	54	14	insurance	insurance	NOUN
agb-220	54	15	.	.	PUNCT
agb-220	55	1	numerous	numerous	ADJ
agb-220	55	2	investigations	investigation	NOUN
agb-220	55	3	,	,	PUNCT
agb-220	55	4	such	such	ADJ
agb-220	55	5	as	as	ADP
agb-220	55	6	those	those	PRON
agb-220	55	7	conducted	conduct	VERB
agb-220	55	8	by	by	ADP
agb-220	55	9	gilissen	gilissen	NOUN
agb-220	55	10	(	(	PUNCT
agb-220	55	11	2015	2015	NUM
agb-220	55	12	)	)	PUNCT
agb-220	55	13	,	,	PUNCT
agb-220	55	14	alnabhani	alnabhani	PROPN
agb-220	55	15	et	et	PROPN
agb-220	55	16	al	al	PROPN
agb-220	55	17	.	.	PROPN
agb-220	55	18	(	(	PUNCT
agb-220	55	19	2016	2016	NUM
agb-220	55	20	)	)	PUNCT
agb-220	55	21	,	,	PUNCT
agb-220	55	22	and	and	CCONJ
agb-220	55	23	bang	bang	PROPN
agb-220	55	24	(	(	PUNCT
agb-220	55	25	2021	2021	NUM
agb-220	55	26	)	)	PUNCT
agb-220	55	27	,	,	PUNCT
agb-220	55	28	have	have	AUX
agb-220	55	29	examined	examine	VERB
agb-220	55	30	the	the	DET
agb-220	55	31	effectiveness	effectiveness	NOUN
agb-220	55	32	of	of	ADP
agb-220	55	33	risk	risk	NOUN
agb-220	55	34	management	management	NOUN
agb-220	55	35	in	in	ADP
agb-220	55	36	situations	situation	NOUN
agb-220	55	37	where	where	SCONJ
agb-220	55	38	legislation	legislation	NOUN
agb-220	55	39	is	be	AUX
agb-220	55	40	grounded	ground	VERB
agb-220	55	41	in	in	ADP
agb-220	55	42	public	public	ADJ
agb-220	55	43	engagement	engagement	NOUN
agb-220	55	44	.	.	PUNCT
agb-220	56	1	these	these	DET
agb-220	56	2	investigations	investigation	NOUN
agb-220	56	3	suggest	suggest	VERB
agb-220	56	4	that	that	SCONJ
agb-220	56	5	the	the	DET
agb-220	56	6	application	application	NOUN
agb-220	56	7	of	of	ADP
agb-220	56	8	suitable	suitable	ADJ
agb-220	56	9	legal	legal	ADJ
agb-220	56	10	frameworks	framework	NOUN
agb-220	56	11	proficiently	proficiently	ADV
agb-220	56	12	alleviates	alleviate	VERB
agb-220	56	13	extant	extant	ADJ
agb-220	56	14	disaster	disaster	NOUN
agb-220	56	15	risks	risk	NOUN
agb-220	56	16	by	by	ADP
agb-220	56	17	instituting	institute	VERB
agb-220	56	18	regulations	regulation	NOUN
agb-220	56	19	and	and	CCONJ
agb-220	56	20	acknowledging	acknowledge	VERB
agb-220	56	21	the	the	DET
agb-220	56	22	engagement	engagement	NOUN
agb-220	56	23	,	,	PUNCT
agb-220	56	24	responsibilities	responsibility	NOUN
agb-220	56	25	,	,	PUNCT
agb-220	56	26	and	and	CCONJ
agb-220	56	27	dedication	dedication	NOUN
agb-220	56	28	of	of	ADP
agb-220	56	29	stakeholders	stakeholder	NOUN
agb-220	56	30	.	.	PUNCT
agb-220	57	1	the	the	DET
agb-220	57	2	hypothesis	hypothesis	NOUN
agb-220	57	3	inferred	infer	VERB
agb-220	57	4	from	from	ADP
agb-220	57	5	the	the	DET
agb-220	57	6	aforementioned	aforementioned	ADJ
agb-220	57	7	discourse	discourse	NOUN
agb-220	57	8	is	be	AUX
agb-220	57	9	:	:	PUNCT
agb-220	57	10	h1	h1	PROPN
agb-220	57	11	:	:	PUNCT
agb-220	57	12	the	the	DET
agb-220	57	13	involvement	involvement	NOUN
agb-220	57	14	of	of	ADP
agb-220	57	15	the	the	DET
agb-220	57	16	public	public	ADJ
agb-220	57	17	sector	sector	NOUN
agb-220	57	18	through	through	ADP
agb-220	57	19	crucial	crucial	ADJ
agb-220	57	20	mechanisms	mechanism	NOUN
agb-220	57	21	in	in	ADP
agb-220	57	22	thai	thai	ADJ
agb-220	57	23	agricultural	agricultural	ADJ
agb-220	57	24	insurance	insurance	NOUN
agb-220	57	25	is	be	AUX
agb-220	57	26	essential	essential	ADJ
agb-220	57	27	for	for	ADP
agb-220	57	28	ensuring	ensure	VERB
agb-220	57	29	the	the	DET
agb-220	57	30	effectiveness	effectiveness	NOUN
agb-220	57	31	of	of	ADP
agb-220	57	32	insurance	insurance	NOUN
agb-220	57	33	and	and	CCONJ
agb-220	57	34	risk	risk	NOUN
agb-220	57	35	management	management	NOUN
agb-220	57	36	practices	practice	NOUN
agb-220	57	37	,	,	PUNCT
agb-220	57	38	thereby	thereby	ADV
agb-220	57	39	contributing	contribute	VERB
agb-220	57	40	to	to	ADP
agb-220	57	41	a	a	DET
agb-220	57	42	more	more	ADV
agb-220	57	43	sustainable	sustainable	ADJ
agb-220	57	44	agricultural	agricultural	ADJ
agb-220	57	45	sector	sector	NOUN
agb-220	57	46	in	in	ADP
agb-220	57	47	thailand	thailand	PROPN
agb-220	57	48	.	.	PUNCT
agb-220	58	1	the	the	DET
agb-220	58	2	disbursement	disbursement	NOUN
agb-220	58	3	of	of	ADP
agb-220	58	4	financial	financial	ADJ
agb-220	58	5	aid	aid	NOUN
agb-220	58	6	to	to	ADP
agb-220	58	7	farmers	farmer	NOUN
agb-220	58	8	impacted	impact	VERB
agb-220	58	9	by	by	ADP
agb-220	58	10	natural	natural	ADJ
agb-220	58	11	disasters	disaster	NOUN
agb-220	58	12	in	in	ADP
agb-220	58	13	thailand	thailand	PROPN
agb-220	58	14	has	have	AUX
agb-220	58	15	predominantly	predominantly	ADV
agb-220	58	16	been	be	AUX
agb-220	58	17	contingent	contingent	ADJ
agb-220	58	18	upon	upon	SCONJ
agb-220	58	19	the	the	DET
agb-220	58	20	government	government	NOUN
agb-220	58	21	's	's	PART
agb-220	58	22	budgetary	budgetary	ADJ
agb-220	58	23	allocations	allocation	NOUN
agb-220	58	24	.	.	PUNCT
agb-220	59	1	nevertheless	nevertheless	ADV
agb-220	59	2	,	,	PUNCT
agb-220	59	3	this	this	DET
agb-220	59	4	method	method	NOUN
agb-220	59	5	has	have	AUX
agb-220	59	6	given	give	VERB
agb-220	59	7	rise	rise	NOUN
agb-220	59	8	to	to	ADP
agb-220	59	9	noteworthy	noteworthy	ADJ
agb-220	59	10	oscillations	oscillation	NOUN
agb-220	59	11	in	in	ADP
agb-220	59	12	annual	annual	ADJ
agb-220	59	13	financial	financial	ADJ
agb-220	59	14	support	support	NOUN
agb-220	59	15	,	,	PUNCT
agb-220	59	16	as	as	SCONJ
agb-220	59	17	previously	previously	ADV
agb-220	59	18	underscored	underscore	VERB
agb-220	59	19	.	.	PUNCT
agb-220	60	1	as	as	ADP
agb-220	60	2	a	a	DET
agb-220	60	3	result	result	NOUN
agb-220	60	4	,	,	PUNCT
agb-220	60	5	the	the	DET
agb-220	60	6	thai	thai	ADJ
agb-220	60	7	government	government	NOUN
agb-220	60	8	faces	face	VERB
agb-220	60	9	the	the	DET
agb-220	60	10	challenge	challenge	NOUN
agb-220	60	11	of	of	ADP
agb-220	60	12	prudently	prudently	ADV
agb-220	60	13	allocating	allocate	VERB
agb-220	60	14	fiscal	fiscal	ADJ
agb-220	60	15	resources	resource	NOUN
agb-220	60	16	and	and	CCONJ
agb-220	60	17	establishing	establish	VERB
agb-220	60	18	a	a	DET
agb-220	60	19	comprehensive	comprehensive	ADJ
agb-220	60	20	strategy	strategy	NOUN
agb-220	60	21	for	for	ADP
agb-220	60	22	managing	manage	VERB
agb-220	60	23	risks	risk	NOUN
agb-220	60	24	within	within	ADP
agb-220	60	25	the	the	DET
agb-220	60	26	agricultural	agricultural	ADJ
agb-220	60	27	sector	sector	NOUN
agb-220	60	28	(	(	PUNCT
agb-220	60	29	muangmee	muangmee	PROPN
agb-220	60	30	et	et	PROPN
agb-220	60	31	al	al	PROPN
agb-220	60	32	.	.	PROPN
agb-220	60	33	,	,	PUNCT
agb-220	60	34	2022	2022	NUM
agb-220	60	35	)	)	PUNCT
agb-220	60	36	.	.	PUNCT
agb-220	61	1	in	in	ADP
agb-220	61	2	response	response	NOUN
agb-220	61	3	to	to	ADP
agb-220	61	4	the	the	DET
agb-220	61	5	aforementioned	aforementioned	ADJ
agb-220	61	6	challenges	challenge	NOUN
agb-220	61	7	,	,	PUNCT
agb-220	61	8	the	the	DET
agb-220	61	9	ministry	ministry	PROPN
agb-220	61	10	of	of	ADP
agb-220	61	11	finance	finance	PROPN
agb-220	61	12	has	have	AUX
agb-220	61	13	implemented	implement	VERB
agb-220	61	14	a	a	DET
agb-220	61	15	crop	crop	NOUN
agb-220	61	16	insurance	insurance	NOUN
agb-220	61	17	framework	framework	NOUN
agb-220	61	18	.	.	PUNCT
agb-220	62	1	the	the	DET
agb-220	62	2	extant	extant	ADJ
agb-220	62	3	framework	framework	NOUN
agb-220	62	4	is	be	AUX
agb-220	62	5	centred	centre	VERB
agb-220	62	6	on	on	ADP
agb-220	62	7	indemnity	indemnity	NOUN
agb-220	62	8	insurance	insurance	NOUN
agb-220	62	9	based	base	VERB
agb-220	62	10	on	on	ADP
agb-220	62	11	damage	damage	NOUN
agb-220	62	12	,	,	PUNCT
agb-220	62	13	notably	notably	ADV
agb-220	62	14	referred	refer	VERB
agb-220	62	15	to	to	ADP
agb-220	62	16	as	as	SCONJ
agb-220	62	17	named	name	VERB
agb-220	62	18	peril	peril	ADJ
agb-220	62	19	crop	crop	NOUN
agb-220	62	20	insurance	insurance	NOUN
agb-220	62	21	(	(	PUNCT
agb-220	62	22	npci	npci	ADJ
agb-220	62	23	)	)	PUNCT
agb-220	62	24	.	.	PUNCT
agb-220	63	1	this	this	DET
agb-220	63	2	insurance	insurance	NOUN
agb-220	63	3	coverage	coverage	NOUN
agb-220	63	4	is	be	AUX
agb-220	63	5	designed	design	VERB
agb-220	63	6	to	to	PART
agb-220	63	7	address	address	VERB
agb-220	63	8	specific	specific	ADJ
agb-220	63	9	perils	peril	NOUN
agb-220	63	10	including	include	VERB
agb-220	63	11	floods	flood	NOUN
agb-220	63	12	,	,	PUNCT
agb-220	63	13	droughts	drought	NOUN
agb-220	63	14	,	,	PUNCT
agb-220	63	15	windstorms	windstorm	NOUN
agb-220	63	16	,	,	PUNCT
agb-220	63	17	frost	frost	NOUN
agb-220	63	18	,	,	PUNCT
agb-220	63	19	hailstorms	hailstorm	NOUN
agb-220	63	20	,	,	PUNCT
agb-220	63	21	fires	fire	NOUN
agb-220	63	22	,	,	PUNCT
agb-220	63	23	elephant	elephant	NOUN
agb-220	63	24	attacks	attack	NOUN
agb-220	63	25	,	,	PUNCT
agb-220	63	26	and	and	CCONJ
agb-220	63	27	pest	pest	VERB
agb-220	63	28	infestations	infestation	NOUN
agb-220	63	29	.	.	PUNCT
agb-220	64	1	within	within	ADP
agb-220	64	2	the	the	DET
agb-220	64	3	spectrum	spectrum	NOUN
agb-220	64	4	of	of	ADP
agb-220	64	5	agricultural	agricultural	ADJ
agb-220	64	6	insurance	insurance	NOUN
agb-220	64	7	categories	category	NOUN
agb-220	64	8	in	in	ADP
agb-220	64	9	thailand	thailand	PROPN
agb-220	64	10	,	,	PUNCT
agb-220	64	11	rice	rice	NOUN
agb-220	64	12	insurance	insurance	NOUN
agb-220	64	13	holds	hold	VERB
agb-220	64	14	the	the	DET
agb-220	64	15	foremost	foremost	ADJ
agb-220	64	16	position	position	NOUN
agb-220	64	17	in	in	ADP
agb-220	64	18	terms	term	NOUN
agb-220	64	19	of	of	ADP
agb-220	64	20	the	the	DET
agb-220	64	21	proportion	proportion	NOUN
agb-220	64	22	of	of	ADP
agb-220	64	23	insured	insure	VERB
agb-220	64	24	agricultural	agricultural	ADJ
agb-220	64	25	land	land	NOUN
agb-220	64	26	.	.	PUNCT
agb-220	65	1	nevertheless	nevertheless	ADV
agb-220	65	2	,	,	PUNCT
agb-220	65	3	the	the	DET
agb-220	65	4	present	present	ADJ
agb-220	65	5	rice	rice	NOUN
agb-220	65	6	insurance	insurance	NOUN
agb-220	65	7	framework	framework	NOUN
agb-220	65	8	is	be	AUX
agb-220	65	9	confronted	confront	VERB
agb-220	65	10	with	with	ADP
agb-220	65	11	inadvertent	inadvertent	ADJ
agb-220	65	12	basis	basis	NOUN
agb-220	65	13	risk	risk	NOUN
agb-220	65	14	.	.	PUNCT
agb-220	66	1	as	as	ADP
agb-220	66	2	per	per	ADP
agb-220	66	3	the	the	DET
agb-220	66	4	existing	exist	VERB
agb-220	66	5	protocol	protocol	NOUN
agb-220	66	6	,	,	PUNCT
agb-220	66	7	indemnity	indemnity	NOUN
agb-220	66	8	payments	payment	NOUN
agb-220	66	9	for	for	ADP
agb-220	66	10	rice	rice	NOUN
agb-220	66	11	insurance	insurance	NOUN
agb-220	66	12	are	be	AUX
agb-220	66	13	triggered	trigger	VERB
agb-220	66	14	upon	upon	SCONJ
agb-220	66	15	the	the	DET
agb-220	66	16	provincial	provincial	ADJ
agb-220	66	17	government	government	NOUN
agb-220	66	18	's	's	PART
agb-220	66	19	declaration	declaration	NOUN
agb-220	66	20	of	of	ADP
agb-220	66	21	the	the	DET
agb-220	66	22	insurance	insurance	NOUN
agb-220	66	23	area	area	NOUN
agb-220	66	24	as	as	ADP
agb-220	66	25	a	a	DET
agb-220	66	26	disaster	disaster	NOUN
agb-220	66	27	zone	zone	NOUN
agb-220	66	28	.	.	PUNCT
agb-220	67	1	consequently	consequently	ADV
agb-220	67	2	,	,	PUNCT
agb-220	67	3	agbioforum	agbioforum	NOUN
agb-220	67	4	,	,	PUNCT
agb-220	67	5	25(2	25(2	NUM
agb-220	67	6	)	)	PUNCT
agb-220	67	7	,	,	PUNCT
agb-220	67	8	2023	2023	NUM
agb-220	67	9	|	|	ADV
agb-220	67	10	132	132	NUM
agb-220	67	11	chaiyawat	chaiyawat	VERB
agb-220	67	12	et	et	PROPN
agb-220	67	13	al	al	PROPN
agb-220	67	14	.	.	PROPN
agb-220	67	15	—	—	PUNCT
agb-220	67	16	enhancing	enhance	VERB
agb-220	67	17	the	the	DET
agb-220	67	18	effectiveness	effectiveness	NOUN
agb-220	67	19	of	of	ADP
agb-220	67	20	insurance	insurance	NOUN
agb-220	67	21	risk	risk	NOUN
agb-220	67	22	management	management	NOUN
agb-220	67	23	in	in	ADP
agb-220	67	24	the	the	DET
agb-220	67	25	agricultural	agricultural	ADJ
agb-220	67	26	,	,	PUNCT
agb-220	67	27	livestock	livestock	NOUN
agb-220	67	28	,	,	PUNCT
agb-220	67	29	and	and	CCONJ
agb-220	67	30	fishery	fishery	NOUN
agb-220	67	31	sectors	sector	NOUN
agb-220	67	32	in	in	ADP
agb-220	67	33	thailand	thailand	PROPN
agb-220	67	34	instances	instance	NOUN
agb-220	67	35	where	where	SCONJ
agb-220	67	36	rice	rice	NOUN
agb-220	67	37	crops	crop	NOUN
agb-220	67	38	sustain	sustain	VERB
agb-220	67	39	losses	loss	NOUN
agb-220	67	40	due	due	ADJ
agb-220	67	41	to	to	ADP
agb-220	67	42	calamities	calamity	NOUN
agb-220	67	43	and	and	CCONJ
agb-220	67	44	damage	damage	NOUN
agb-220	67	45	attributed	attribute	VERB
agb-220	67	46	to	to	ADP
agb-220	67	47	named	name	VERB
agb-220	67	48	perils	peril	NOUN
agb-220	67	49	are	be	AUX
agb-220	67	50	deemed	deem	VERB
agb-220	67	51	total	total	ADJ
agb-220	67	52	losses	loss	NOUN
agb-220	67	53	.	.	PUNCT
agb-220	68	1	however	however	ADV
agb-220	68	2	,	,	PUNCT
agb-220	68	3	criticism	criticism	NOUN
agb-220	68	4	has	have	AUX
agb-220	68	5	been	be	AUX
agb-220	68	6	directed	direct	VERB
agb-220	68	7	towards	towards	ADP
agb-220	68	8	this	this	DET
agb-220	68	9	calamity	calamity	NOUN
agb-220	68	10	-	-	PUNCT
agb-220	68	11	based	base	VERB
agb-220	68	12	pay	pay	NOUN
agb-220	68	13	-	-	PUNCT
agb-220	68	14	out	out	ADP
agb-220	68	15	system	system	NOUN
agb-220	68	16	,	,	PUNCT
agb-220	68	17	positing	posit	VERB
agb-220	68	18	that	that	SCONJ
agb-220	68	19	it	it	PRON
agb-220	68	20	may	may	AUX
agb-220	68	21	engender	engender	VERB
agb-220	68	22	a	a	DET
agb-220	68	23	disconnection	disconnection	NOUN
agb-220	68	24	between	between	ADP
agb-220	68	25	the	the	DET
agb-220	68	26	damage	damage	NOUN
agb-220	68	27	assessment	assessment	NOUN
agb-220	68	28	and	and	CCONJ
agb-220	68	29	the	the	DET
agb-220	68	30	actual	actual	ADJ
agb-220	68	31	losses	loss	NOUN
agb-220	68	32	incurred	incur	VERB
agb-220	68	33	(	(	PUNCT
agb-220	68	34	sethanand	sethanand	NOUN
agb-220	68	35	et	et	NOUN
agb-220	68	36	al	al	PROPN
agb-220	68	37	.	.	PROPN
agb-220	68	38	,	,	PUNCT
agb-220	68	39	2023	2023	NUM
agb-220	68	40	)	)	PUNCT
agb-220	68	41	.	.	PUNCT
agb-220	69	1	this	this	DET
agb-220	69	2	incongruity	incongruity	NOUN
agb-220	69	3	casts	cast	VERB
agb-220	69	4	uncertainty	uncertainty	NOUN
agb-220	69	5	on	on	ADP
agb-220	69	6	the	the	DET
agb-220	69	7	efficacy	efficacy	NOUN
agb-220	69	8	of	of	ADP
agb-220	69	9	the	the	DET
agb-220	69	10	prevailing	prevail	VERB
agb-220	69	11	crop	crop	NOUN
agb-220	69	12	insurance	insurance	NOUN
agb-220	69	13	arrangement	arrangement	NOUN
agb-220	69	14	,	,	PUNCT
agb-220	69	15	as	as	SCONJ
agb-220	69	16	insured	insure	VERB
agb-220	69	17	farmers	farmer	NOUN
agb-220	69	18	in	in	ADP
agb-220	69	19	impacted	impact	VERB
agb-220	69	20	regions	region	NOUN
agb-220	69	21	may	may	AUX
agb-220	69	22	not	not	PART
agb-220	69	23	receive	receive	VERB
agb-220	69	24	the	the	DET
agb-220	69	25	anticipated	anticipate	VERB
agb-220	69	26	indemnification	indemnification	NOUN
agb-220	69	27	.	.	PUNCT
agb-220	70	1	moreover	moreover	ADV
agb-220	70	2	,	,	PUNCT
agb-220	70	3	the	the	DET
agb-220	70	4	rice	rice	NOUN
agb-220	70	5	insurance	insurance	NOUN
agb-220	70	6	initiative	initiative	NOUN
agb-220	70	7	based	base	VERB
agb-220	70	8	on	on	ADP
agb-220	70	9	npci	npci	PROPN
agb-220	70	10	in	in	ADP
agb-220	70	11	thailand	thailand	PROPN
agb-220	70	12	confronts	confront	VERB
agb-220	70	13	challenges	challenge	NOUN
agb-220	70	14	associated	associate	VERB
agb-220	70	15	with	with	ADP
agb-220	70	16	adverse	adverse	ADJ
agb-220	70	17	selection	selection	NOUN
agb-220	70	18	and	and	CCONJ
agb-220	70	19	moral	moral	ADJ
agb-220	70	20	hazard	hazard	NOUN
agb-220	70	21	.	.	PUNCT
agb-220	71	1	these	these	DET
agb-220	71	2	challenges	challenge	NOUN
agb-220	71	3	assume	assume	VERB
agb-220	71	4	significance	significance	NOUN
agb-220	71	5	due	due	ADP
agb-220	71	6	to	to	ADP
agb-220	71	7	their	their	PRON
agb-220	71	8	potential	potential	NOUN
agb-220	71	9	to	to	PART
agb-220	71	10	impede	impede	VERB
agb-220	71	11	the	the	DET
agb-220	71	12	prospective	prospective	ADJ
agb-220	71	13	expansion	expansion	NOUN
agb-220	71	14	of	of	ADP
agb-220	71	15	the	the	DET
agb-220	71	16	program	program	NOUN
agb-220	71	17	.	.	PUNCT
agb-220	72	1	in	in	ADP
agb-220	72	2	contrast	contrast	NOUN
agb-220	72	3	,	,	PUNCT
agb-220	72	4	index	index	NOUN
agb-220	72	5	-	-	PUNCT
agb-220	72	6	based	base	VERB
agb-220	72	7	crop	crop	NOUN
agb-220	72	8	insurance	insurance	NOUN
agb-220	72	9	is	be	AUX
agb-220	72	10	regarded	regard	VERB
agb-220	72	11	as	as	ADP
agb-220	72	12	a	a	DET
agb-220	72	13	more	more	ADV
agb-220	72	14	pragmatic	pragmatic	ADJ
agb-220	72	15	alternative	alternative	NOUN
agb-220	72	16	to	to	ADP
agb-220	72	17	indemnity	indemnity	NOUN
agb-220	72	18	-	-	PUNCT
agb-220	72	19	based	base	VERB
agb-220	72	20	insurance	insurance	NOUN
agb-220	72	21	.	.	PUNCT
agb-220	73	1	index	index	NOUN
agb-220	73	2	-	-	PUNCT
agb-220	73	3	based	base	VERB
agb-220	73	4	insurance	insurance	NOUN
agb-220	73	5	incorporates	incorporate	VERB
agb-220	73	6	diverse	diverse	ADJ
agb-220	73	7	factors	factor	NOUN
agb-220	73	8	influencing	influence	VERB
agb-220	73	9	agricultural	agricultural	ADJ
agb-220	73	10	production	production	NOUN
agb-220	73	11	losses	loss	NOUN
agb-220	73	12	,	,	PUNCT
agb-220	73	13	such	such	ADJ
agb-220	73	14	as	as	ADP
agb-220	73	15	rainfall	rainfall	NOUN
agb-220	73	16	and	and	CCONJ
agb-220	73	17	yield	yield	NOUN
agb-220	73	18	,	,	PUNCT
agb-220	73	19	disbursing	disburse	VERB
agb-220	73	20	loss	loss	NOUN
agb-220	73	21	estimates	estimate	NOUN
agb-220	73	22	when	when	SCONJ
agb-220	73	23	the	the	DET
agb-220	73	24	specified	specified	ADJ
agb-220	73	25	index	index	NOUN
agb-220	73	26	aligns	align	VERB
agb-220	73	27	with	with	ADP
agb-220	73	28	predetermined	predetermine	VERB
agb-220	73	29	conditions	condition	NOUN
agb-220	73	30	(	(	PUNCT
agb-220	73	31	biffis	biffis	PROPN
agb-220	73	32	&	&	CCONJ
agb-220	73	33	chavez	chavez	PROPN
agb-220	73	34	,	,	PUNCT
agb-220	73	35	2017	2017	NUM
agb-220	73	36	)	)	PUNCT
agb-220	73	37	.	.	PUNCT
agb-220	74	1	several	several	ADJ
agb-220	74	2	asian	asian	ADJ
agb-220	74	3	nations	nation	NOUN
agb-220	74	4	,	,	PUNCT
agb-220	74	5	among	among	ADP
agb-220	74	6	them	they	PRON
agb-220	74	7	india	india	PROPN
agb-220	74	8	and	and	CCONJ
agb-220	74	9	china	china	PROPN
agb-220	74	10	,	,	PUNCT
agb-220	74	11	have	have	AUX
agb-220	74	12	effectively	effectively	ADV
agb-220	74	13	instituted	institute	VERB
agb-220	74	14	programs	program	NOUN
agb-220	74	15	for	for	ADP
agb-220	74	16	indexbased	indexbase	VERB
agb-220	74	17	crop	crop	NOUN
agb-220	74	18	insurance	insurance	NOUN
agb-220	74	19	(	(	PUNCT
agb-220	74	20	stutley	stutley	NOUN
agb-220	74	21	,	,	PUNCT
agb-220	74	22	2011	2011	NUM
agb-220	74	23	)	)	PUNCT
agb-220	74	24	.	.	PUNCT
agb-220	75	1	nevertheless	nevertheless	ADV
agb-220	75	2	,	,	PUNCT
agb-220	75	3	it	it	PRON
agb-220	75	4	is	be	AUX
agb-220	75	5	imperative	imperative	ADJ
agb-220	75	6	to	to	PART
agb-220	75	7	acknowledge	acknowledge	VERB
agb-220	75	8	that	that	SCONJ
agb-220	75	9	indexbased	indexbase	VERB
agb-220	75	10	crop	crop	NOUN
agb-220	75	11	insurance	insurance	NOUN
agb-220	75	12	might	might	AUX
agb-220	75	13	not	not	PART
agb-220	75	14	afford	afford	VERB
agb-220	75	15	complete	complete	ADJ
agb-220	75	16	indemnification	indemnification	NOUN
agb-220	75	17	to	to	ADP
agb-220	75	18	farmers	farmer	NOUN
agb-220	75	19	owing	owe	VERB
agb-220	75	20	to	to	ADP
agb-220	75	21	the	the	DET
agb-220	75	22	presence	presence	NOUN
agb-220	75	23	of	of	ADP
agb-220	75	24	basis	basis	NOUN
agb-220	75	25	risk	risk	NOUN
agb-220	75	26	,	,	PUNCT
agb-220	75	27	denoting	denote	VERB
agb-220	75	28	the	the	DET
agb-220	75	29	disparity	disparity	NOUN
agb-220	75	30	between	between	ADP
agb-220	75	31	indexed	index	VERB
agb-220	75	32	pay	pay	NOUN
agb-220	75	33	-	-	PUNCT
agb-220	75	34	outs	out	NOUN
agb-220	75	35	and	and	CCONJ
agb-220	75	36	actual	actual	ADJ
agb-220	75	37	losses	loss	NOUN
agb-220	75	38	.	.	PUNCT
agb-220	76	1	despite	despite	SCONJ
agb-220	76	2	this	this	DET
agb-220	76	3	limitation	limitation	NOUN
agb-220	76	4	,	,	PUNCT
agb-220	76	5	the	the	DET
agb-220	76	6	basis	basis	NOUN
agb-220	76	7	risk	risk	NOUN
agb-220	76	8	associated	associate	VERB
agb-220	76	9	with	with	ADP
agb-220	76	10	index	index	NOUN
agb-220	76	11	-	-	PUNCT
agb-220	76	12	based	base	VERB
agb-220	76	13	crop	crop	NOUN
agb-220	76	14	insurance	insurance	NOUN
agb-220	76	15	is	be	AUX
agb-220	76	16	notably	notably	ADV
agb-220	76	17	diminished	diminish	VERB
agb-220	76	18	compared	compare	VERB
agb-220	76	19	to	to	ADP
agb-220	76	20	provincial	provincial	ADJ
agb-220	76	21	coverage	coverage	NOUN
agb-220	76	22	,	,	PUNCT
agb-220	76	23	rendering	render	VERB
agb-220	76	24	the	the	DET
agb-220	76	25	model	model	NOUN
agb-220	76	26	particularly	particularly	ADV
agb-220	76	27	well	well	ADV
agb-220	76	28	-	-	PUNCT
agb-220	76	29	suited	suit	VERB
agb-220	76	30	for	for	ADP
agb-220	76	31	dynamic	dynamic	ADJ
agb-220	76	32	weather	weather	NOUN
agb-220	76	33	conditions	condition	NOUN
agb-220	76	34	.	.	PUNCT
agb-220	77	1	the	the	DET
agb-220	77	2	adoption	adoption	NOUN
agb-220	77	3	of	of	ADP
agb-220	77	4	index	index	NOUN
agb-220	77	5	-	-	PUNCT
agb-220	77	6	based	base	VERB
agb-220	77	7	crop	crop	NOUN
agb-220	77	8	insurance	insurance	NOUN
agb-220	77	9	confers	confer	NOUN
agb-220	77	10	several	several	ADJ
agb-220	77	11	advantages	advantage	NOUN
agb-220	77	12	to	to	ADP
agb-220	77	13	both	both	DET
agb-220	77	14	farmers	farmer	NOUN
agb-220	77	15	and	and	CCONJ
agb-220	77	16	insurers	insurer	NOUN
agb-220	77	17	,	,	PUNCT
agb-220	77	18	enhancing	enhance	VERB
agb-220	77	19	the	the	DET
agb-220	77	20	cost	cost	NOUN
agb-220	77	21	-	-	PUNCT
agb-220	77	22	effectiveness	effectiveness	NOUN
agb-220	77	23	of	of	ADP
agb-220	77	24	services	service	NOUN
agb-220	77	25	.	.	PUNCT
agb-220	78	1	through	through	ADP
agb-220	78	2	an	an	DET
agb-220	78	3	index	index	NOUN
agb-220	78	4	-	-	PUNCT
agb-220	78	5	based	base	VERB
agb-220	78	6	approach	approach	NOUN
agb-220	78	7	,	,	PUNCT
agb-220	78	8	insurers	insurer	NOUN
agb-220	78	9	can	can	AUX
agb-220	78	10	streamline	streamline	VERB
agb-220	78	11	the	the	DET
agb-220	78	12	claims	claim	NOUN
agb-220	78	13	process	process	NOUN
agb-220	78	14	,	,	PUNCT
agb-220	78	15	as	as	SCONJ
agb-220	78	16	it	it	PRON
agb-220	78	17	obviates	obviate	VERB
agb-220	78	18	the	the	DET
agb-220	78	19	need	need	NOUN
agb-220	78	20	for	for	ADP
agb-220	78	21	post	post	ADJ
agb-220	78	22	-	-	ADJ
agb-220	78	23	loss	loss	ADJ
agb-220	78	24	verification	verification	NOUN
agb-220	78	25	,	,	PUNCT
agb-220	78	26	thereby	thereby	ADV
agb-220	78	27	reducing	reduce	VERB
agb-220	78	28	administrative	administrative	ADJ
agb-220	78	29	burdens	burden	NOUN
agb-220	78	30	and	and	CCONJ
agb-220	78	31	expediting	expedite	VERB
agb-220	78	32	compensation	compensation	NOUN
agb-220	78	33	for	for	ADP
agb-220	78	34	farmers	farmer	NOUN
agb-220	78	35	(	(	PUNCT
agb-220	78	36	biffis	biffis	PROPN
agb-220	78	37	&	&	CCONJ
agb-220	78	38	chavez	chavez	PROPN
agb-220	78	39	,	,	PUNCT
agb-220	78	40	2017	2017	NUM
agb-220	78	41	;	;	PUNCT
agb-220	78	42	dercon	dercon	PROPN
agb-220	78	43	et	et	PROPN
agb-220	78	44	al	al	PROPN
agb-220	78	45	.	.	PROPN
agb-220	78	46	,	,	PUNCT
agb-220	78	47	2014	2014	NUM
agb-220	78	48	)	)	PUNCT
agb-220	78	49	.	.	PUNCT
agb-220	79	1	area	area	NOUN
agb-220	79	2	-	-	PUNCT
agb-220	79	3	yield	yield	NOUN
agb-220	79	4	index	index	NOUN
agb-220	79	5	insurance	insurance	NOUN
agb-220	79	6	represents	represent	VERB
agb-220	79	7	a	a	DET
agb-220	79	8	category	category	NOUN
agb-220	79	9	of	of	ADP
agb-220	79	10	crop	crop	NOUN
agb-220	79	11	insurance	insurance	NOUN
agb-220	79	12	contingent	contingent	NOUN
agb-220	79	13	upon	upon	SCONJ
agb-220	79	14	rainfall	rainfall	NOUN
agb-220	79	15	as	as	ADP
agb-220	79	16	the	the	DET
agb-220	79	17	indexing	indexing	NOUN
agb-220	79	18	parameter	parameter	NOUN
agb-220	79	19	for	for	ADP
agb-220	79	20	indemnification	indemnification	NOUN
agb-220	79	21	assessment	assessment	NOUN
agb-220	79	22	.	.	PUNCT
agb-220	80	1	the	the	DET
agb-220	80	2	ascendancy	ascendancy	NOUN
agb-220	80	3	of	of	ADP
agb-220	80	4	this	this	DET
agb-220	80	5	insurance	insurance	NOUN
agb-220	80	6	variant	variant	NOUN
agb-220	80	7	is	be	AUX
agb-220	80	8	attributed	attribute	VERB
agb-220	80	9	to	to	ADP
agb-220	80	10	its	its	PRON
agb-220	80	11	simplicity	simplicity	NOUN
agb-220	80	12	and	and	CCONJ
agb-220	80	13	the	the	DET
agb-220	80	14	ready	ready	ADJ
agb-220	80	15	availability	availability	NOUN
agb-220	80	16	of	of	ADP
agb-220	80	17	pertinent	pertinent	ADJ
agb-220	80	18	data	datum	NOUN
agb-220	80	19	(	(	PUNCT
agb-220	80	20	yoshida	yoshida	PROPN
agb-220	80	21	et	et	PROPN
agb-220	80	22	al	al	PROPN
agb-220	80	23	.	.	PROPN
agb-220	80	24	,	,	PUNCT
agb-220	80	25	2019	2019	NUM
agb-220	80	26	)	)	PUNCT
agb-220	80	27	.	.	PUNCT
agb-220	81	1	under	under	ADP
agb-220	81	2	area	area	NOUN
agb-220	81	3	-	-	PUNCT
agb-220	81	4	yield	yield	NOUN
agb-220	81	5	crop	crop	NOUN
agb-220	81	6	insurance	insurance	NOUN
agb-220	81	7	,	,	PUNCT
agb-220	81	8	farmers	farmer	NOUN
agb-220	81	9	receive	receive	VERB
agb-220	81	10	indemnity	indemnity	NOUN
agb-220	81	11	based	base	VERB
agb-220	81	12	on	on	ADP
agb-220	81	13	the	the	DET
agb-220	81	14	average	average	ADJ
agb-220	81	15	yield	yield	NOUN
agb-220	81	16	of	of	ADP
agb-220	81	17	the	the	DET
agb-220	81	18	insured	insure	VERB
agb-220	81	19	crop	crop	NOUN
agb-220	81	20	within	within	ADP
agb-220	81	21	a	a	DET
agb-220	81	22	designated	designate	VERB
agb-220	81	23	area	area	NOUN
agb-220	81	24	,	,	PUNCT
agb-220	81	25	irrespective	irrespective	ADV
agb-220	81	26	of	of	ADP
agb-220	81	27	the	the	DET
agb-220	81	28	actual	actual	ADJ
agb-220	81	29	yield	yield	NOUN
agb-220	81	30	on	on	ADP
agb-220	81	31	their	their	PRON
agb-220	81	32	individual	individual	ADJ
agb-220	81	33	farms	farm	NOUN
agb-220	81	34	.	.	PUNCT
agb-220	82	1	the	the	DET
agb-220	82	2	uniform	uniform	PROPN
agb-220	82	3	compensation	compensation	PROPN
agb-220	82	4	per	per	ADP
agb-220	82	5	unit	unit	NOUN
agb-220	82	6	area	area	NOUN
agb-220	82	7	extended	extend	VERB
agb-220	82	8	to	to	ADP
agb-220	82	9	all	all	DET
agb-220	82	10	farmers	farmer	NOUN
agb-220	82	11	within	within	ADP
agb-220	82	12	the	the	DET
agb-220	82	13	insured	insured	ADJ
agb-220	82	14	region	region	NOUN
agb-220	82	15	serves	serve	VERB
agb-220	82	16	to	to	PART
agb-220	82	17	diminish	diminish	VERB
agb-220	82	18	the	the	DET
agb-220	82	19	prospects	prospect	NOUN
agb-220	82	20	of	of	ADP
agb-220	82	21	moral	moral	ADJ
agb-220	82	22	hazard	hazard	NOUN
agb-220	82	23	,	,	PUNCT
agb-220	82	24	wherein	wherein	SCONJ
agb-220	82	25	insured	insured	ADJ
agb-220	82	26	farmers	farmer	NOUN
agb-220	82	27	might	might	AUX
agb-220	82	28	undertake	undertake	VERB
agb-220	82	29	greater	great	ADJ
agb-220	82	30	risks	risk	NOUN
agb-220	82	31	given	give	VERB
agb-220	82	32	the	the	DET
agb-220	82	33	security	security	NOUN
agb-220	82	34	provided	provide	VERB
agb-220	82	35	by	by	ADP
agb-220	82	36	insurance	insurance	NOUN
agb-220	82	37	.	.	PUNCT
agb-220	83	1	additionally	additionally	ADV
agb-220	83	2	,	,	PUNCT
agb-220	83	3	it	it	PRON
agb-220	83	4	alleviates	alleviate	VERB
agb-220	83	5	adverse	adverse	ADJ
agb-220	83	6	selection	selection	NOUN
agb-220	83	7	by	by	ADP
agb-220	83	8	encompassing	encompass	VERB
agb-220	83	9	all	all	DET
agb-220	83	10	farmers	farmer	NOUN
agb-220	83	11	in	in	ADP
agb-220	83	12	the	the	DET
agb-220	83	13	area	area	NOUN
agb-220	83	14	within	within	ADP
agb-220	83	15	the	the	DET
agb-220	83	16	insurance	insurance	NOUN
agb-220	83	17	pool	pool	NOUN
agb-220	83	18	,	,	PUNCT
agb-220	83	19	thereby	thereby	ADV
agb-220	83	20	minimizing	minimize	VERB
agb-220	83	21	the	the	DET
agb-220	83	22	probability	probability	NOUN
agb-220	83	23	of	of	ADP
agb-220	83	24	selection	selection	NOUN
agb-220	83	25	bias	bias	NOUN
agb-220	83	26	by	by	ADP
agb-220	83	27	high	high	ADJ
agb-220	83	28	-	-	PUNCT
agb-220	83	29	risk	risk	NOUN
agb-220	83	30	farmers	farmer	NOUN
agb-220	83	31	(	(	PUNCT
agb-220	83	32	chambers	chamber	NOUN
agb-220	83	33	&	&	CCONJ
agb-220	83	34	quiggin	quiggin	PROPN
agb-220	83	35	,	,	PUNCT
agb-220	83	36	2002	2002	NUM
agb-220	83	37	;	;	PUNCT
agb-220	83	38	skees	skee	NOUN
agb-220	83	39	,	,	PUNCT
agb-220	83	40	2008	2008	NUM
agb-220	83	41	)	)	PUNCT
agb-220	83	42	.	.	PUNCT
agb-220	84	1	administrative	administrative	ADJ
agb-220	84	2	costs	cost	NOUN
agb-220	84	3	are	be	AUX
agb-220	84	4	further	far	ADV
agb-220	84	5	reduced	reduce	VERB
agb-220	84	6	by	by	ADP
agb-220	84	7	obviating	obviate	VERB
agb-220	84	8	the	the	DET
agb-220	84	9	necessity	necessity	NOUN
agb-220	84	10	for	for	ADP
agb-220	84	11	individual	individual	ADJ
agb-220	84	12	claim	claim	NOUN
agb-220	84	13	adjustments	adjustment	NOUN
agb-220	84	14	and	and	CCONJ
agb-220	84	15	the	the	DET
agb-220	84	16	verification	verification	NOUN
agb-220	84	17	of	of	ADP
agb-220	84	18	production	production	NOUN
agb-220	84	19	histories	history	NOUN
agb-220	84	20	(	(	PUNCT
agb-220	84	21	deng	deng	PROPN
agb-220	84	22	et	et	PROPN
agb-220	84	23	al	al	PROPN
agb-220	84	24	.	.	PROPN
agb-220	84	25	,	,	PUNCT
agb-220	84	26	2007	2007	NUM
agb-220	84	27	)	)	PUNCT
agb-220	84	28	.	.	PUNCT
agb-220	85	1	this	this	PRON
agb-220	85	2	enhances	enhance	VERB
agb-220	85	3	the	the	DET
agb-220	85	4	cost	cost	NOUN
agb-220	85	5	-	-	PUNCT
agb-220	85	6	effectiveness	effectiveness	NOUN
agb-220	85	7	of	of	ADP
agb-220	85	8	insurance	insurance	NOUN
agb-220	85	9	for	for	ADP
agb-220	85	10	insurers	insurer	NOUN
agb-220	85	11	(	(	PUNCT
agb-220	85	12	choudhury	choudhury	PROPN
agb-220	85	13	et	et	PROPN
agb-220	85	14	al	al	PROPN
agb-220	85	15	.	.	PROPN
agb-220	85	16	,	,	PUNCT
agb-220	85	17	2016	2016	NUM
agb-220	85	18	;	;	PUNCT
agb-220	85	19	miranda	miranda	PROPN
agb-220	85	20	&	&	CCONJ
agb-220	85	21	farrin	farrin	PROPN
agb-220	85	22	,	,	PUNCT
agb-220	85	23	2012	2012	NUM
agb-220	85	24	)	)	PUNCT
agb-220	85	25	.	.	PUNCT
agb-220	86	1	as	as	SCONJ
agb-220	86	2	posited	posit	VERB
agb-220	86	3	by	by	ADP
agb-220	86	4	nelson	nelson	PROPN
agb-220	86	5	et	et	PROPN
agb-220	86	6	al	al	PROPN
agb-220	86	7	.	.	PROPN
agb-220	87	1	(	(	PUNCT
agb-220	87	2	2014	2014	NUM
agb-220	87	3	)	)	PUNCT
agb-220	87	4	,	,	PUNCT
agb-220	87	5	precipitation	precipitation	NOUN
agb-220	87	6	has	have	AUX
agb-220	87	7	been	be	AUX
agb-220	87	8	established	establish	VERB
agb-220	87	9	to	to	PART
agb-220	87	10	exert	exert	VERB
agb-220	87	11	a	a	DET
agb-220	87	12	notable	notable	ADJ
agb-220	87	13	influence	influence	NOUN
agb-220	87	14	on	on	ADP
agb-220	87	15	crop	crop	NOUN
agb-220	87	16	productivity	productivity	NOUN
agb-220	87	17	.	.	PUNCT
agb-220	88	1	among	among	ADP
agb-220	88	2	diverse	diverse	ADJ
agb-220	88	3	crops	crop	NOUN
agb-220	88	4	,	,	PUNCT
agb-220	88	5	rice	rice	NOUN
agb-220	88	6	cultivation	cultivation	NOUN
agb-220	88	7	is	be	AUX
agb-220	88	8	especially	especially	ADV
agb-220	88	9	vulnerable	vulnerable	ADJ
agb-220	88	10	to	to	ADP
agb-220	88	11	the	the	DET
agb-220	88	12	adverse	adverse	ADJ
agb-220	88	13	effects	effect	NOUN
agb-220	88	14	of	of	ADP
agb-220	88	15	flooding	flooding	NOUN
agb-220	88	16	(	(	PUNCT
agb-220	88	17	bailey	bailey	NOUN
agb-220	88	18	-	-	PUNCT
agb-220	88	19	serres	serre	NOUN
agb-220	88	20	et	et	NOUN
agb-220	88	21	al	al	PROPN
agb-220	88	22	.	.	PROPN
agb-220	88	23	,	,	PUNCT
agb-220	88	24	2012	2012	NUM
agb-220	88	25	)	)	PUNCT
agb-220	88	26	.	.	PUNCT
agb-220	89	1	prolonged	prolong	VERB
agb-220	89	2	periods	period	NOUN
agb-220	89	3	of	of	ADP
agb-220	89	4	inundation	inundation	NOUN
agb-220	89	5	and	and	CCONJ
agb-220	89	6	substantial	substantial	ADJ
agb-220	89	7	flood	flood	NOUN
agb-220	89	8	depths	depth	NOUN
agb-220	89	9	have	have	VERB
agb-220	89	10	the	the	DET
agb-220	89	11	potential	potential	NOUN
agb-220	89	12	to	to	PART
agb-220	89	13	result	result	VERB
agb-220	89	14	in	in	ADP
agb-220	89	15	substantial	substantial	ADJ
agb-220	89	16	reductions	reduction	NOUN
agb-220	89	17	in	in	ADP
agb-220	89	18	rice	rice	NOUN
agb-220	89	19	production	production	NOUN
agb-220	89	20	(	(	PUNCT
agb-220	89	21	meng	meng	PROPN
agb-220	89	22	et	et	PROPN
agb-220	89	23	al	al	PROPN
agb-220	89	24	.	.	PROPN
agb-220	89	25	,	,	PUNCT
agb-220	89	26	2022	2022	NUM
agb-220	89	27	)	)	PUNCT
agb-220	89	28	.	.	PUNCT
agb-220	90	1	furthermore	furthermore	ADV
agb-220	90	2	,	,	PUNCT
agb-220	90	3	the	the	DET
agb-220	90	4	growth	growth	NOUN
agb-220	90	5	phase	phase	NOUN
agb-220	90	6	of	of	ADP
agb-220	90	7	rice	rice	NOUN
agb-220	90	8	,	,	PUNCT
agb-220	90	9	particularly	particularly	ADV
agb-220	90	10	during	during	ADP
agb-220	90	11	the	the	DET
agb-220	90	12	periods	period	NOUN
agb-220	90	13	preceding	precede	VERB
agb-220	90	14	and	and	CCONJ
agb-220	90	15	succeeding	succeed	VERB
agb-220	90	16	the	the	DET
agb-220	90	17	"	"	PUNCT
agb-220	90	18	booting	booting	NOUN
agb-220	90	19	stage	stage	NOUN
agb-220	90	20	,	,	PUNCT
agb-220	90	21	"	"	PUNCT
agb-220	90	22	exerts	exert	VERB
agb-220	90	23	an	an	DET
agb-220	90	24	impact	impact	NOUN
agb-220	90	25	on	on	ADP
agb-220	90	26	its	its	PRON
agb-220	90	27	resilience	resilience	NOUN
agb-220	90	28	to	to	ADP
agb-220	90	29	flooding	flooding	NOUN
agb-220	90	30	.	.	PUNCT
agb-220	91	1	consequently	consequently	ADV
agb-220	91	2	,	,	PUNCT
agb-220	91	3	comprehending	comprehend	VERB
agb-220	91	4	the	the	DET
agb-220	91	5	reaction	reaction	NOUN
agb-220	91	6	of	of	ADP
agb-220	91	7	rice	rice	NOUN
agb-220	91	8	crops	crop	NOUN
agb-220	91	9	to	to	ADP
agb-220	91	10	inundation	inundation	NOUN
agb-220	91	11	is	be	AUX
agb-220	91	12	imperative	imperative	ADJ
agb-220	91	13	for	for	ADP
agb-220	91	14	gauging	gauge	VERB
agb-220	91	15	the	the	DET
agb-220	91	16	prospective	prospective	ADJ
agb-220	91	17	implications	implication	NOUN
agb-220	91	18	of	of	ADP
agb-220	91	19	forthcoming	forthcoming	ADJ
agb-220	91	20	floods	flood	NOUN
agb-220	91	21	on	on	ADP
agb-220	91	22	rice	rice	NOUN
agb-220	91	23	production	production	NOUN
agb-220	91	24	.	.	PUNCT
agb-220	92	1	this	this	DET
agb-220	92	2	comprehension	comprehension	NOUN
agb-220	92	3	is	be	AUX
agb-220	92	4	fundamental	fundamental	ADJ
agb-220	92	5	for	for	ADP
agb-220	92	6	formulating	formulate	VERB
agb-220	92	7	appropriate	appropriate	ADJ
agb-220	92	8	rice	rice	NOUN
agb-220	92	9	crop	crop	NOUN
agb-220	92	10	insurance	insurance	NOUN
agb-220	92	11	schemes	scheme	NOUN
agb-220	92	12	that	that	PRON
agb-220	92	13	motivate	motivate	VERB
agb-220	92	14	farmers	farmer	NOUN
agb-220	92	15	,	,	PUNCT
agb-220	92	16	private	private	ADJ
agb-220	92	17	insurers	insurer	NOUN
agb-220	92	18	,	,	PUNCT
agb-220	92	19	and	and	CCONJ
agb-220	92	20	the	the	DET
agb-220	92	21	thai	thai	ADJ
agb-220	92	22	government	government	NOUN
agb-220	92	23	to	to	PART
agb-220	92	24	engage	engage	VERB
agb-220	92	25	in	in	ADP
agb-220	92	26	agricultural	agricultural	ADJ
agb-220	92	27	insurance	insurance	NOUN
agb-220	92	28	initiatives	initiative	NOUN
agb-220	92	29	,	,	PUNCT
agb-220	92	30	notwithstanding	notwithstanding	ADP
agb-220	92	31	the	the	DET
agb-220	92	32	inherent	inherent	ADJ
agb-220	92	33	risks	risk	NOUN
agb-220	92	34	associated	associate	VERB
agb-220	92	35	with	with	ADP
agb-220	92	36	weather	weather	NOUN
agb-220	92	37	and	and	CCONJ
agb-220	92	38	climate	climate	NOUN
agb-220	92	39	.	.	PUNCT
agb-220	93	1	the	the	DET
agb-220	93	2	hypothesis	hypothesis	NOUN
agb-220	93	3	inferred	infer	VERB
agb-220	93	4	from	from	ADP
agb-220	93	5	the	the	DET
agb-220	93	6	aforementioned	aforementioned	ADJ
agb-220	93	7	discourse	discourse	NOUN
agb-220	93	8	is	be	AUX
agb-220	93	9	as	as	SCONJ
agb-220	93	10	follows	follow	VERB
agb-220	93	11	:	:	PUNCT
agb-220	93	12	h2	h2	NOUN
agb-220	93	13	:	:	PUNCT
agb-220	93	14	area	area	NOUN
agb-220	93	15	-	-	PUNCT
agb-220	93	16	yield	yield	NOUN
agb-220	93	17	crop	crop	NOUN
agb-220	93	18	insurance	insurance	NOUN
agb-220	93	19	is	be	AUX
agb-220	93	20	a	a	DET
agb-220	93	21	suitable	suitable	ADJ
agb-220	93	22	model	model	NOUN
agb-220	93	23	for	for	ADP
agb-220	93	24	insuring	insure	VERB
agb-220	93	25	rice	rice	NOUN
agb-220	93	26	crops	crop	NOUN
agb-220	93	27	in	in	ADP
agb-220	93	28	thailand	thailand	PROPN
agb-220	93	29	,	,	PUNCT
agb-220	93	30	as	as	SCONJ
agb-220	93	31	it	it	PRON
agb-220	93	32	allows	allow	VERB
agb-220	93	33	for	for	ADP
agb-220	93	34	accurate	accurate	ADJ
agb-220	93	35	prediction	prediction	NOUN
agb-220	93	36	of	of	ADP
agb-220	93	37	rice	rice	NOUN
agb-220	93	38	production	production	NOUN
agb-220	93	39	yield	yield	NOUN
agb-220	93	40	loss	loss	NOUN
agb-220	93	41	resulting	result	VERB
agb-220	93	42	from	from	ADP
agb-220	93	43	floods	flood	NOUN
agb-220	93	44	.	.	PUNCT
agb-220	94	1	climate	climate	NOUN
agb-220	94	2	change	change	NOUN
agb-220	94	3	,	,	PUNCT
agb-220	94	4	particularly	particularly	ADV
agb-220	94	5	the	the	DET
agb-220	94	6	phenomenon	phenomenon	NOUN
agb-220	94	7	of	of	ADP
agb-220	94	8	global	global	ADJ
agb-220	94	9	warming	warming	NOUN
agb-220	94	10	,	,	PUNCT
agb-220	94	11	constitutes	constitute	VERB
agb-220	94	12	a	a	DET
agb-220	94	13	notable	notable	ADJ
agb-220	94	14	factor	factor	NOUN
agb-220	94	15	contributing	contribute	VERB
agb-220	94	16	to	to	ADP
agb-220	94	17	the	the	DET
agb-220	94	18	escalation	escalation	NOUN
agb-220	94	19	of	of	ADP
agb-220	94	20	extreme	extreme	ADJ
agb-220	94	21	precipitation	precipitation	NOUN
agb-220	94	22	events	event	NOUN
agb-220	94	23	and	and	CCONJ
agb-220	94	24	widespread	widespread	ADJ
agb-220	94	25	flooding	flooding	NOUN
agb-220	94	26	on	on	ADP
agb-220	94	27	a	a	DET
agb-220	94	28	global	global	ADJ
agb-220	94	29	scale	scale	NOUN
agb-220	94	30	(	(	PUNCT
agb-220	94	31	tabari	tabari	PROPN
agb-220	94	32	,	,	PUNCT
agb-220	94	33	2020	2020	NUM
agb-220	94	34	)	)	PUNCT
agb-220	94	35	.	.	PUNCT
agb-220	95	1	this	this	PRON
agb-220	95	2	can	can	AUX
agb-220	95	3	be	be	AUX
agb-220	95	4	attributed	attribute	VERB
agb-220	95	5	to	to	ADP
agb-220	95	6	the	the	DET
agb-220	95	7	direct	direct	ADJ
agb-220	95	8	influence	influence	NOUN
agb-220	95	9	of	of	ADP
agb-220	95	10	climate	climate	NOUN
agb-220	95	11	change	change	NOUN
agb-220	95	12	on	on	ADP
agb-220	95	13	precipitation	precipitation	NOUN
agb-220	95	14	patterns	pattern	NOUN
agb-220	95	15	and	and	CCONJ
agb-220	95	16	temperature	temperature	NOUN
agb-220	95	17	,	,	PUNCT
agb-220	95	18	resulting	result	VERB
agb-220	95	19	in	in	ADP
agb-220	95	20	both	both	DET
agb-220	95	21	water	water	NOUN
agb-220	95	22	deficits	deficit	NOUN
agb-220	95	23	and	and	CCONJ
agb-220	95	24	instances	instance	NOUN
agb-220	95	25	of	of	ADP
agb-220	95	26	flooding	flooding	NOUN
agb-220	95	27	(	(	PUNCT
agb-220	95	28	slettebak	slettebak	NOUN
agb-220	95	29	,	,	PUNCT
agb-220	95	30	2012	2012	NUM
agb-220	95	31	)	)	PUNCT
agb-220	95	32	.	.	PUNCT
agb-220	96	1	the	the	DET
agb-220	96	2	agricultural	agricultural	ADJ
agb-220	96	3	sector	sector	NOUN
agb-220	96	4	stands	stand	VERB
agb-220	96	5	out	out	ADP
agb-220	96	6	as	as	ADV
agb-220	96	7	particularly	particularly	ADV
agb-220	96	8	susceptible	susceptible	ADJ
agb-220	96	9	to	to	ADP
agb-220	96	10	the	the	DET
agb-220	96	11	impacts	impact	NOUN
agb-220	96	12	of	of	ADP
agb-220	96	13	climate	climate	NOUN
agb-220	96	14	change	change	NOUN
agb-220	96	15	,	,	PUNCT
agb-220	96	16	given	give	VERB
agb-220	96	17	its	its	PRON
agb-220	96	18	heightened	heighten	VERB
agb-220	96	19	sensitivity	sensitivity	NOUN
agb-220	96	20	to	to	ADP
agb-220	96	21	meteorological	meteorological	ADJ
agb-220	96	22	variations	variation	NOUN
agb-220	96	23	,	,	PUNCT
agb-220	96	24	and	and	CCONJ
agb-220	96	25	climate	climate	NOUN
agb-220	96	26	change	change	NOUN
agb-220	96	27	exerts	exert	VERB
agb-220	96	28	a	a	DET
agb-220	96	29	direct	direct	ADJ
agb-220	96	30	influence	influence	NOUN
agb-220	96	31	on	on	ADP
agb-220	96	32	crop	crop	NOUN
agb-220	96	33	yields	yield	NOUN
agb-220	96	34	(	(	PUNCT
agb-220	96	35	loi	loi	PROPN
agb-220	96	36	et	et	PROPN
agb-220	96	37	al	al	PROPN
agb-220	96	38	.	.	PROPN
agb-220	96	39	,	,	PUNCT
agb-220	96	40	2022	2022	NUM
agb-220	96	41	)	)	PUNCT
agb-220	96	42	.	.	PUNCT
agb-220	97	1	due	due	ADP
agb-220	97	2	to	to	ADP
agb-220	97	3	the	the	DET
agb-220	97	4	effects	effect	NOUN
agb-220	97	5	of	of	ADP
agb-220	97	6	climate	climate	NOUN
agb-220	97	7	change	change	NOUN
agb-220	97	8	,	,	PUNCT
agb-220	97	9	projections	projection	NOUN
agb-220	97	10	indicate	indicate	VERB
agb-220	97	11	an	an	DET
agb-220	97	12	anticipated	anticipated	ADJ
agb-220	97	13	rise	rise	NOUN
agb-220	97	14	in	in	ADP
agb-220	97	15	both	both	CCONJ
agb-220	97	16	the	the	DET
agb-220	97	17	frequency	frequency	NOUN
agb-220	97	18	and	and	CCONJ
agb-220	97	19	intensity	intensity	NOUN
agb-220	97	20	of	of	ADP
agb-220	97	21	extreme	extreme	ADJ
agb-220	97	22	weather	weather	NOUN
agb-220	97	23	events	event	NOUN
agb-220	97	24	,	,	PUNCT
agb-220	97	25	including	include	VERB
agb-220	97	26	but	but	CCONJ
agb-220	97	27	not	not	PART
agb-220	97	28	limited	limit	VERB
agb-220	97	29	to	to	PART
agb-220	97	30	heat	heat	NOUN
agb-220	97	31	waves	wave	NOUN
agb-220	97	32	,	,	PUNCT
agb-220	97	33	droughts	drought	NOUN
agb-220	97	34	,	,	PUNCT
agb-220	97	35	and	and	CCONJ
agb-220	97	36	heavy	heavy	ADJ
agb-220	97	37	precipitation	precipitation	NOUN
agb-220	97	38	(	(	PUNCT
agb-220	97	39	zhu	zhu	PROPN
agb-220	97	40	&	&	CCONJ
agb-220	97	41	fan	fan	PROPN
agb-220	97	42	,	,	PUNCT
agb-220	97	43	2021	2021	NUM
agb-220	97	44	)	)	PUNCT
agb-220	97	45	.	.	PUNCT
agb-220	98	1	in	in	ADP
agb-220	98	2	developing	develop	VERB
agb-220	98	3	nations	nation	NOUN
agb-220	98	4	,	,	PUNCT
agb-220	98	5	particularly	particularly	ADV
agb-220	98	6	within	within	ADP
agb-220	98	7	the	the	DET
agb-220	98	8	agricultural	agricultural	ADJ
agb-220	98	9	sector	sector	NOUN
agb-220	98	10	,	,	PUNCT
agb-220	98	11	the	the	DET
agb-220	98	12	primary	primary	ADJ
agb-220	98	13	burden	burden	NOUN
agb-220	98	14	of	of	ADP
agb-220	98	15	economic	economic	ADJ
agb-220	98	16	repercussions	repercussion	NOUN
agb-220	98	17	stemming	stem	VERB
agb-220	98	18	from	from	ADP
agb-220	98	19	extreme	extreme	ADJ
agb-220	98	20	weather	weather	NOUN
agb-220	98	21	events	event	NOUN
agb-220	98	22	is	be	AUX
agb-220	98	23	borne	bear	VERB
agb-220	98	24	(	(	PUNCT
agb-220	98	25	elahi	elahi	X
agb-220	98	26	et	et	PROPN
agb-220	98	27	al	al	PROPN
agb-220	98	28	.	.	PROPN
agb-220	98	29	,	,	PUNCT
agb-220	98	30	2022	2022	NUM
agb-220	98	31	)	)	PUNCT
agb-220	98	32	.	.	PUNCT
agb-220	99	1	projections	projection	NOUN
agb-220	99	2	suggest	suggest	VERB
agb-220	99	3	that	that	SCONJ
agb-220	99	4	climate	climate	NOUN
agb-220	99	5	change	change	NOUN
agb-220	99	6	is	be	AUX
agb-220	99	7	poised	poise	VERB
agb-220	99	8	to	to	PART
agb-220	99	9	drive	drive	VERB
agb-220	99	10	millions	million	NOUN
agb-220	99	11	of	of	ADP
agb-220	99	12	people	people	NOUN
agb-220	99	13	into	into	ADP
agb-220	99	14	a	a	DET
agb-220	99	15	state	state	NOUN
agb-220	99	16	of	of	ADP
agb-220	99	17	extreme	extreme	ADJ
agb-220	99	18	poverty	poverty	NOUN
agb-220	99	19	by	by	ADP
agb-220	99	20	the	the	DET
agb-220	99	21	year	year	NOUN
agb-220	99	22	2030	2030	NUM
agb-220	99	23	(	(	PUNCT
agb-220	99	24	jafino	jafino	PROPN
agb-220	99	25	et	et	PROPN
agb-220	99	26	al	al	PROPN
agb-220	99	27	.	.	PROPN
agb-220	99	28	,	,	PUNCT
agb-220	99	29	2020	2020	NUM
agb-220	99	30	)	)	PUNCT
agb-220	99	31	.	.	PUNCT
agb-220	100	1	the	the	DET
agb-220	100	2	deleterious	deleterious	ADJ
agb-220	100	3	impacts	impact	NOUN
agb-220	100	4	of	of	ADP
agb-220	100	5	climate	climate	NOUN
agb-220	100	6	change	change	NOUN
agb-220	100	7	on	on	ADP
agb-220	100	8	agriculture	agriculture	NOUN
agb-220	100	9	are	be	AUX
agb-220	100	10	conspicuous	conspicuous	ADJ
agb-220	100	11	in	in	ADP
agb-220	100	12	the	the	DET
agb-220	100	13	context	context	NOUN
agb-220	100	14	of	of	ADP
agb-220	100	15	thai	thai	PROPN
agb-220	100	16	farmers	farmer	NOUN
agb-220	100	17	,	,	PUNCT
agb-220	100	18	who	who	PRON
agb-220	100	19	find	find	VERB
agb-220	100	20	themselves	themselves	PRON
agb-220	100	21	incapable	incapable	ADJ
agb-220	100	22	of	of	ADP
agb-220	100	23	mitigating	mitigate	VERB
agb-220	100	24	the	the	DET
agb-220	100	25	consequences	consequence	NOUN
agb-220	100	26	of	of	ADP
agb-220	100	27	increasingly	increasingly	ADV
agb-220	100	28	severe	severe	ADJ
agb-220	100	29	climatic	climatic	ADJ
agb-220	100	30	conditions	condition	NOUN
agb-220	100	31	(	(	PUNCT
agb-220	100	32	felkner	felkner	X
agb-220	100	33	et	et	PROPN
agb-220	100	34	al	al	PROPN
agb-220	100	35	.	.	PROPN
agb-220	100	36	,	,	PUNCT
agb-220	100	37	2009	2009	NUM
agb-220	100	38	)	)	PUNCT
agb-220	100	39	.	.	PUNCT
agb-220	101	1	the	the	DET
agb-220	101	2	increase	increase	NOUN
agb-220	101	3	in	in	ADP
agb-220	101	4	global	global	ADJ
agb-220	101	5	temperatures	temperature	NOUN
agb-220	101	6	has	have	AUX
agb-220	101	7	been	be	AUX
agb-220	101	8	observed	observe	VERB
agb-220	101	9	to	to	PART
agb-220	101	10	influence	influence	VERB
agb-220	101	11	the	the	DET
agb-220	101	12	occurrence	occurrence	NOUN
agb-220	101	13	,	,	PUNCT
agb-220	101	14	severity	severity	NOUN
agb-220	101	15	,	,	PUNCT
agb-220	101	16	and	and	CCONJ
agb-220	101	17	duration	duration	NOUN
agb-220	101	18	of	of	ADP
agb-220	101	19	natural	natural	ADJ
agb-220	101	20	disasters	disaster	NOUN
agb-220	101	21	,	,	PUNCT
agb-220	101	22	and	and	CCONJ
agb-220	101	23	these	these	DET
agb-220	101	24	patterns	pattern	NOUN
agb-220	101	25	are	be	AUX
agb-220	101	26	anticipated	anticipate	VERB
agb-220	101	27	to	to	PART
agb-220	101	28	persist	persist	VERB
agb-220	101	29	as	as	ADP
agb-220	101	30	a	a	DET
agb-220	101	31	consequence	consequence	NOUN
agb-220	101	32	of	of	ADP
agb-220	101	33	climate	climate	NOUN
agb-220	101	34	change	change	NOUN
agb-220	101	35	(	(	PUNCT
agb-220	101	36	portner	portner	NOUN
agb-220	101	37	et	et	PROPN
agb-220	101	38	al	al	PROPN
agb-220	101	39	.	.	PROPN
agb-220	101	40	,	,	PUNCT
agb-220	101	41	2022	2022	NUM
agb-220	101	42	)	)	PUNCT
agb-220	101	43	.	.	PUNCT
agb-220	102	1	this	this	PRON
agb-220	102	2	presents	present	VERB
agb-220	102	3	a	a	DET
agb-220	102	4	challenge	challenge	NOUN
agb-220	102	5	,	,	PUNCT
agb-220	102	6	as	as	SCONJ
agb-220	102	7	agricultural	agricultural	ADJ
agb-220	102	8	insurance	insurance	NOUN
agb-220	102	9	becomes	become	VERB
agb-220	102	10	unattainable	unattainable	ADJ
agb-220	102	11	for	for	ADP
agb-220	102	12	low	low	ADJ
agb-220	102	13	-	-	PUNCT
agb-220	102	14	income	income	NOUN
agb-220	102	15	smallholder	smallholder	NOUN
agb-220	102	16	farmers	farmer	NOUN
agb-220	102	17	in	in	ADP
agb-220	102	18	thailand	thailand	PROPN
agb-220	102	19	,	,	PUNCT
agb-220	102	20	amplifying	amplify	VERB
agb-220	102	21	their	their	PRON
agb-220	102	22	susceptibility	susceptibility	NOUN
agb-220	102	23	.	.	PUNCT
agb-220	103	1	furthermore	furthermore	ADV
agb-220	103	2	,	,	PUNCT
agb-220	103	3	in	in	ADP
agb-220	103	4	the	the	DET
agb-220	103	5	absence	absence	NOUN
agb-220	103	6	of	of	ADP
agb-220	103	7	efficient	efficient	ADJ
agb-220	103	8	catastrophe	catastrophe	NOUN
agb-220	103	9	management	management	NOUN
agb-220	103	10	,	,	PUNCT
agb-220	103	11	private	private	ADJ
agb-220	103	12	insurers	insurer	NOUN
agb-220	103	13	may	may	AUX
agb-220	103	14	face	face	VERB
agb-220	103	15	the	the	DET
agb-220	103	16	potential	potential	ADJ
agb-220	103	17	threat	threat	NOUN
agb-220	103	18	of	of	ADP
agb-220	103	19	insolvency	insolvency	NOUN
agb-220	103	20	,	,	PUNCT
agb-220	103	21	particularly	particularly	ADV
agb-220	103	22	within	within	ADP
agb-220	103	23	a	a	DET
agb-220	103	24	risk	risk	NOUN
agb-220	103	25	-	-	PUNCT
agb-220	103	26	sensitive	sensitive	ADJ
agb-220	103	27	capital	capital	NOUN
agb-220	103	28	regime	regime	NOUN
agb-220	103	29	.	.	PUNCT
agb-220	104	1	the	the	DET
agb-220	104	2	hypothesis	hypothesis	NOUN
agb-220	104	3	inferred	infer	VERB
agb-220	104	4	from	from	ADP
agb-220	104	5	the	the	DET
agb-220	104	6	aforementioned	aforementioned	ADJ
agb-220	104	7	discourse	discourse	NOUN
agb-220	104	8	is	be	AUX
agb-220	104	9	as	as	SCONJ
agb-220	104	10	follows	follow	VERB
agb-220	104	11	:	:	PUNCT
agb-220	104	12	agbioforum	agbioforum	NOUN
agb-220	104	13	,	,	PUNCT
agb-220	104	14	25(2	25(2	NUM
agb-220	104	15	)	)	PUNCT
agb-220	104	16	,	,	PUNCT
agb-220	104	17	2023	2023	NUM
agb-220	104	18	|	|	ADV
agb-220	104	19	133	133	NUM
agb-220	104	20	chaiyawat	chaiyawat	VERB
agb-220	104	21	et	et	PROPN
agb-220	104	22	al	al	PROPN
agb-220	104	23	.	.	PROPN
agb-220	104	24	—	—	PUNCT
agb-220	104	25	enhancing	enhance	VERB
agb-220	104	26	the	the	DET
agb-220	104	27	effectiveness	effectiveness	NOUN
agb-220	104	28	of	of	ADP
agb-220	104	29	insurance	insurance	NOUN
agb-220	104	30	risk	risk	NOUN
agb-220	104	31	management	management	NOUN
agb-220	104	32	in	in	ADP
agb-220	104	33	the	the	DET
agb-220	104	34	agricultural	agricultural	ADJ
agb-220	104	35	,	,	PUNCT
agb-220	104	36	livestock	livestock	NOUN
agb-220	104	37	,	,	PUNCT
agb-220	104	38	and	and	CCONJ
agb-220	104	39	fishery	fishery	NOUN
agb-220	104	40	sectors	sector	NOUN
agb-220	104	41	in	in	ADP
agb-220	104	42	thailand	thailand	PROPN
agb-220	104	43	h3	h3	NOUN
agb-220	104	44	:	:	PUNCT
agb-220	104	45	the	the	DET
agb-220	104	46	impact	impact	NOUN
agb-220	104	47	of	of	ADP
agb-220	104	48	climate	climate	NOUN
agb-220	104	49	change	change	NOUN
agb-220	104	50	in	in	ADP
agb-220	104	51	thailand	thailand	PROPN
agb-220	104	52	is	be	AUX
agb-220	104	53	evident	evident	ADJ
agb-220	104	54	in	in	ADP
agb-220	104	55	the	the	DET
agb-220	104	56	increased	increase	VERB
agb-220	104	57	intensity	intensity	NOUN
agb-220	104	58	of	of	ADP
agb-220	104	59	extreme	extreme	ADJ
agb-220	104	60	precipitation	precipitation	NOUN
agb-220	104	61	events	event	NOUN
agb-220	104	62	and	and	CCONJ
agb-220	104	63	the	the	DET
agb-220	104	64	heightened	heightened	ADJ
agb-220	104	65	risk	risk	NOUN
agb-220	104	66	of	of	ADP
agb-220	104	67	flooding	flooding	NOUN
agb-220	104	68	,	,	PUNCT
agb-220	104	69	which	which	PRON
agb-220	104	70	is	be	AUX
agb-220	104	71	further	far	ADV
agb-220	104	72	exacerbated	exacerbate	VERB
agb-220	104	73	by	by	ADP
agb-220	104	74	the	the	DET
agb-220	104	75	correlation	correlation	NOUN
agb-220	104	76	between	between	ADP
agb-220	104	77	increased	increase	VERB
agb-220	104	78	precipitation	precipitation	NOUN
agb-220	104	79	and	and	CCONJ
agb-220	104	80	the	the	DET
agb-220	104	81	rise	rise	NOUN
agb-220	104	82	in	in	ADP
agb-220	104	83	return	return	NOUN
agb-220	104	84	levels	level	NOUN
agb-220	104	85	.	.	PUNCT
agb-220	105	1	research	research	NOUN
agb-220	105	2	methodology	methodology	NOUN
agb-220	105	3	the	the	DET
agb-220	105	4	objectives	objective	NOUN
agb-220	105	5	of	of	ADP
agb-220	105	6	this	this	DET
agb-220	105	7	study	study	NOUN
agb-220	105	8	are	be	AUX
agb-220	105	9	threefold	threefold	ADV
agb-220	105	10	:	:	PUNCT
agb-220	105	11	(	(	PUNCT
agb-220	105	12	1	1	X
agb-220	105	13	)	)	PUNCT
agb-220	105	14	to	to	PART
agb-220	105	15	proffer	proffer	VERB
agb-220	105	16	a	a	DET
agb-220	105	17	proficient	proficient	ADJ
agb-220	105	18	instantiation	instantiation	NOUN
agb-220	105	19	of	of	ADP
agb-220	105	20	the	the	DET
agb-220	105	21	agricultural	agricultural	ADJ
agb-220	105	22	insurance	insurance	NOUN
agb-220	105	23	system	system	NOUN
agb-220	105	24	in	in	ADP
agb-220	105	25	thailand	thailand	PROPN
agb-220	105	26	to	to	PART
agb-220	105	27	realize	realize	VERB
agb-220	105	28	widespread	widespread	ADJ
agb-220	105	29	sustainability	sustainability	NOUN
agb-220	105	30	,	,	PUNCT
agb-220	105	31	(	(	PUNCT
agb-220	105	32	2	2	NUM
agb-220	105	33	)	)	PUNCT
agb-220	105	34	to	to	PART
agb-220	105	35	scrutinize	scrutinize	VERB
agb-220	105	36	the	the	DET
agb-220	105	37	impact	impact	NOUN
agb-220	105	38	of	of	ADP
agb-220	105	39	rice	rice	NOUN
agb-220	105	40	crop	crop	NOUN
agb-220	105	41	area	area	NOUN
agb-220	105	42	yield	yield	NOUN
agb-220	105	43	and	and	CCONJ
agb-220	105	44	forecast	forecast	VERB
agb-220	105	45	the	the	DET
agb-220	105	46	level	level	NOUN
agb-220	105	47	of	of	ADP
agb-220	105	48	rice	rice	NOUN
agb-220	105	49	production	production	NOUN
agb-220	105	50	,	,	PUNCT
agb-220	105	51	and	and	CCONJ
agb-220	105	52	(	(	PUNCT
agb-220	105	53	3	3	X
agb-220	105	54	)	)	PUNCT
agb-220	105	55	to	to	PART
agb-220	105	56	anticipate	anticipate	VERB
agb-220	105	57	precipitation	precipitation	NOUN
agb-220	105	58	in	in	ADP
agb-220	105	59	the	the	DET
agb-220	105	60	lower	low	ADJ
agb-220	105	61	north	north	NOUN
agb-220	105	62	-	-	PUNCT
agb-220	105	63	eastern	eastern	ADJ
agb-220	105	64	provinces	province	NOUN
agb-220	105	65	of	of	ADP
agb-220	105	66	ubon	ubon	PROPN
agb-220	105	67	ratchathani	ratchathani	PROPN
agb-220	105	68	and	and	CCONJ
agb-220	105	69	sisaket	sisaket	NOUN
agb-220	105	70	.	.	PUNCT
agb-220	106	1	to	to	PART
agb-220	106	2	recommend	recommend	VERB
agb-220	106	3	the	the	DET
agb-220	106	4	efficacious	efficacious	ADJ
agb-220	106	5	implementation	implementation	NOUN
agb-220	106	6	of	of	ADP
agb-220	106	7	the	the	DET
agb-220	106	8	agricultural	agricultural	ADJ
agb-220	106	9	insurance	insurance	NOUN
agb-220	106	10	system	system	NOUN
agb-220	106	11	in	in	ADP
agb-220	106	12	thailand	thailand	PROPN
agb-220	106	13	,	,	PUNCT
agb-220	106	14	this	this	DET
agb-220	106	15	investigation	investigation	NOUN
agb-220	106	16	employs	employ	VERB
agb-220	106	17	a	a	DET
agb-220	106	18	purposive	purposive	ADJ
agb-220	106	19	sampling	sampling	NOUN
agb-220	106	20	technique	technique	NOUN
agb-220	106	21	to	to	PART
agb-220	106	22	identify	identify	VERB
agb-220	106	23	participants	participant	NOUN
agb-220	106	24	comprising	comprise	VERB
agb-220	106	25	regulators	regulator	NOUN
agb-220	106	26	,	,	PUNCT
agb-220	106	27	experts	expert	NOUN
agb-220	106	28	,	,	PUNCT
agb-220	106	29	individuals	individual	NOUN
agb-220	106	30	from	from	ADP
agb-220	106	31	both	both	CCONJ
agb-220	106	32	public	public	ADJ
agb-220	106	33	and	and	CCONJ
agb-220	106	34	private	private	ADJ
agb-220	106	35	sectors	sector	NOUN
agb-220	106	36	within	within	ADP
agb-220	106	37	the	the	DET
agb-220	106	38	agriculture	agriculture	NOUN
agb-220	106	39	and	and	CCONJ
agb-220	106	40	agricultural	agricultural	ADJ
agb-220	106	41	insurance	insurance	NOUN
agb-220	106	42	domains	domain	NOUN
agb-220	106	43	,	,	PUNCT
agb-220	106	44	as	as	ADV
agb-220	106	45	well	well	ADV
agb-220	106	46	as	as	ADP
agb-220	106	47	farmers	farmer	NOUN
agb-220	106	48	.	.	PUNCT
agb-220	107	1	purposive	purposive	ADJ
agb-220	107	2	sampling	sampling	NOUN
agb-220	107	3	,	,	PUNCT
agb-220	107	4	while	while	SCONJ
agb-220	107	5	acknowledging	acknowledge	VERB
agb-220	107	6	its	its	PRON
agb-220	107	7	limitations	limitation	NOUN
agb-220	107	8	,	,	PUNCT
agb-220	107	9	is	be	AUX
agb-220	107	10	chosen	choose	VERB
agb-220	107	11	deliberately	deliberately	ADV
agb-220	107	12	to	to	PART
agb-220	107	13	target	target	VERB
agb-220	107	14	sources	source	NOUN
agb-220	107	15	rich	rich	ADJ
agb-220	107	16	in	in	ADP
agb-220	107	17	information	information	NOUN
agb-220	107	18	concerning	concern	VERB
agb-220	107	19	agricultural	agricultural	ADJ
agb-220	107	20	risk	risk	NOUN
agb-220	107	21	and	and	CCONJ
agb-220	107	22	insurance	insurance	NOUN
agb-220	107	23	.	.	PUNCT
agb-220	108	1	this	this	DET
agb-220	108	2	sampling	sample	VERB
agb-220	108	3	approach	approach	NOUN
agb-220	108	4	is	be	AUX
agb-220	108	5	well	well	ADV
agb-220	108	6	-	-	PUNCT
agb-220	108	7	aligned	align	VERB
agb-220	108	8	with	with	ADP
agb-220	108	9	the	the	DET
agb-220	108	10	goal	goal	NOUN
agb-220	108	11	of	of	ADP
agb-220	108	12	furnishing	furnish	VERB
agb-220	108	13	pertinent	pertinent	ADJ
agb-220	108	14	insights	insight	NOUN
agb-220	108	15	into	into	ADP
agb-220	108	16	the	the	DET
agb-220	108	17	research	research	NOUN
agb-220	108	18	's	's	PART
agb-220	108	19	aims	aim	NOUN
agb-220	108	20	and	and	CCONJ
agb-220	108	21	objectives	objective	NOUN
agb-220	108	22	.	.	PUNCT
agb-220	109	1	a	a	DET
agb-220	109	2	total	total	NOUN
agb-220	109	3	of	of	ADP
agb-220	109	4	40	40	NUM
agb-220	109	5	in	in	ADP
agb-220	109	6	-	-	PUNCT
agb-220	109	7	depth	depth	NOUN
agb-220	109	8	interviews	interview	NOUN
agb-220	109	9	were	be	AUX
agb-220	109	10	conducted	conduct	VERB
agb-220	109	11	for	for	ADP
agb-220	109	12	comprehensive	comprehensive	ADJ
agb-220	109	13	data	datum	NOUN
agb-220	109	14	collection	collection	NOUN
agb-220	109	15	.	.	PUNCT
agb-220	110	1	furthermore	furthermore	ADV
agb-220	110	2	,	,	PUNCT
agb-220	110	3	397	397	NUM
agb-220	110	4	questionnaire	questionnaire	NOUN
agb-220	110	5	surveys	survey	NOUN
agb-220	110	6	were	be	AUX
agb-220	110	7	distributed	distribute	VERB
agb-220	110	8	,	,	PUNCT
agb-220	110	9	resulting	result	VERB
agb-220	110	10	in	in	ADP
agb-220	110	11	308	308	NUM
agb-220	110	12	valid	valid	ADJ
agb-220	110	13	responses	response	NOUN
agb-220	110	14	(	(	PUNCT
agb-220	110	15	response	response	NOUN
agb-220	110	16	rate	rate	NOUN
agb-220	110	17	:	:	PUNCT
agb-220	110	18	approximately	approximately	ADV
agb-220	110	19	77.58	77.58	NUM
agb-220	110	20	%	%	NOUN
agb-220	110	21	)	)	PUNCT
agb-220	110	22	,	,	PUNCT
agb-220	110	23	to	to	PART
agb-220	110	24	gather	gather	VERB
agb-220	110	25	supplementary	supplementary	ADJ
agb-220	110	26	data	datum	NOUN
agb-220	110	27	on	on	ADP
agb-220	110	28	agricultural	agricultural	ADJ
agb-220	110	29	risk	risk	NOUN
agb-220	110	30	,	,	PUNCT
agb-220	110	31	insurance	insurance	NOUN
agb-220	110	32	experience	experience	NOUN
agb-220	110	33	,	,	PUNCT
agb-220	110	34	literacy	literacy	NOUN
agb-220	110	35	,	,	PUNCT
agb-220	110	36	demand	demand	NOUN
agb-220	110	37	,	,	PUNCT
agb-220	110	38	and	and	CCONJ
agb-220	110	39	farmers	farmer	NOUN
agb-220	110	40	'	'	PART
agb-220	110	41	willingness	willingness	NOUN
agb-220	110	42	to	to	PART
agb-220	110	43	participate	participate	VERB
agb-220	110	44	.	.	PUNCT
agb-220	111	1	these	these	DET
agb-220	111	2	surveys	survey	NOUN
agb-220	111	3	were	be	AUX
agb-220	111	4	administered	administer	VERB
agb-220	111	5	to	to	ADP
agb-220	111	6	both	both	CCONJ
agb-220	111	7	public	public	ADJ
agb-220	111	8	and	and	CCONJ
agb-220	111	9	private	private	ADJ
agb-220	111	10	sector	sector	NOUN
agb-220	111	11	interviewees	interviewee	NOUN
agb-220	111	12	.	.	PUNCT
agb-220	112	1	in	in	ADP
agb-220	112	2	addition	addition	NOUN
agb-220	112	3	,	,	PUNCT
agb-220	112	4	in	in	ADP
agb-220	112	5	-	-	PUNCT
agb-220	112	6	depth	depth	NOUN
agb-220	112	7	interviews	interview	NOUN
agb-220	112	8	and	and	CCONJ
agb-220	112	9	group	group	NOUN
agb-220	112	10	discussions	discussion	NOUN
agb-220	112	11	were	be	AUX
agb-220	112	12	conducted	conduct	VERB
agb-220	112	13	in	in	ADP
agb-220	112	14	five	five	NUM
agb-220	112	15	distinct	distinct	ADJ
agb-220	112	16	regions	region	NOUN
agb-220	112	17	of	of	ADP
agb-220	112	18	thailand	thailand	PROPN
agb-220	112	19	.	.	PUNCT
agb-220	113	1	these	these	DET
agb-220	113	2	regions	region	NOUN
agb-220	113	3	include	include	VERB
agb-220	113	4	surat	surat	PROPN
agb-220	113	5	thani	thani	PROPN
agb-220	113	6	(	(	PUNCT
agb-220	113	7	shrimp	shrimp	NOUN
agb-220	113	8	farming	farming	NOUN
agb-220	113	9	)	)	PUNCT
agb-220	113	10	,	,	PUNCT
agb-220	113	11	sakon	sakon	PROPN
agb-220	113	12	nakhon	nakhon	PROPN
agb-220	113	13	(	(	PUNCT
agb-220	113	14	beef	beef	NOUN
agb-220	113	15	cattle	cattle	NOUN
agb-220	113	16	production	production	NOUN
agb-220	113	17	)	)	PUNCT
agb-220	113	18	,	,	PUNCT
agb-220	113	19	saraburi	saraburi	PROPN
agb-220	113	20	(	(	PUNCT
agb-220	113	21	dairy	dairy	NOUN
agb-220	113	22	cow	cow	NOUN
agb-220	113	23	production	production	NOUN
agb-220	113	24	)	)	PUNCT
agb-220	113	25	,	,	PUNCT
agb-220	113	26	ratchaburi	ratchaburi	NOUN
agb-220	113	27	(	(	PUNCT
agb-220	113	28	swine	swine	NOUN
agb-220	113	29	production	production	NOUN
agb-220	113	30	)	)	PUNCT
agb-220	113	31	,	,	PUNCT
agb-220	113	32	and	and	CCONJ
agb-220	113	33	phitsanulok	phitsanulok	NOUN
agb-220	113	34	(	(	PUNCT
agb-220	113	35	rice	rice	NOUN
agb-220	113	36	cultivation	cultivation	NOUN
agb-220	113	37	)	)	PUNCT
agb-220	113	38	.	.	PUNCT
agb-220	114	1	additionally	additionally	ADV
agb-220	114	2	,	,	PUNCT
agb-220	114	3	the	the	DET
agb-220	114	4	study	study	NOUN
agb-220	114	5	employs	employ	VERB
agb-220	114	6	a	a	DET
agb-220	114	7	public	public	ADJ
agb-220	114	8	hearing	hearing	NOUN
agb-220	114	9	method	method	NOUN
agb-220	114	10	to	to	PART
agb-220	114	11	elucidate	elucidate	VERB
agb-220	114	12	the	the	DET
agb-220	114	13	perspectives	perspective	NOUN
agb-220	114	14	and	and	CCONJ
agb-220	114	15	recommendations	recommendation	NOUN
agb-220	114	16	of	of	ADP
agb-220	114	17	stakeholders	stakeholder	NOUN
agb-220	114	18	regarding	regard	VERB
agb-220	114	19	the	the	DET
agb-220	114	20	draft	draft	NOUN
agb-220	114	21	of	of	ADP
agb-220	114	22	agricultural	agricultural	ADJ
agb-220	114	23	insurance	insurance	NOUN
agb-220	114	24	legislation	legislation	NOUN
agb-220	114	25	.	.	PUNCT
agb-220	115	1	the	the	DET
agb-220	115	2	initial	initial	ADJ
agb-220	115	3	session	session	NOUN
agb-220	115	4	of	of	ADP
agb-220	115	5	public	public	ADJ
agb-220	115	6	hearings	hearing	NOUN
agb-220	115	7	transpired	transpire	VERB
agb-220	115	8	in	in	ADP
agb-220	115	9	bangkok	bangkok	PROPN
agb-220	115	10	,	,	PUNCT
agb-220	115	11	followed	follow	VERB
agb-220	115	12	by	by	ADP
agb-220	115	13	a	a	DET
agb-220	115	14	subsequent	subsequent	ADJ
agb-220	115	15	session	session	NOUN
agb-220	115	16	held	hold	VERB
agb-220	115	17	in	in	ADP
agb-220	115	18	khon	khon	PROPN
agb-220	115	19	kaen	kaen	PROPN
agb-220	115	20	.	.	PUNCT
agb-220	116	1	both	both	DET
agb-220	116	2	sessions	session	NOUN
agb-220	116	3	garnered	garner	VERB
agb-220	116	4	participation	participation	NOUN
agb-220	116	5	from	from	ADP
agb-220	116	6	over	over	ADP
agb-220	116	7	200	200	NUM
agb-220	116	8	experts	expert	NOUN
agb-220	116	9	and	and	CCONJ
agb-220	116	10	stakeholders	stakeholder	NOUN
agb-220	116	11	.	.	PUNCT
agb-220	117	1	the	the	DET
agb-220	117	2	feedback	feedback	NOUN
agb-220	117	3	and	and	CCONJ
agb-220	117	4	opinions	opinion	NOUN
agb-220	117	5	gathered	gather	VERB
agb-220	117	6	during	during	ADP
agb-220	117	7	these	these	DET
agb-220	117	8	public	public	ADJ
agb-220	117	9	hearings	hearing	NOUN
agb-220	117	10	were	be	AUX
agb-220	117	11	meticulously	meticulously	ADV
agb-220	117	12	examined	examine	VERB
agb-220	117	13	to	to	ADP
agb-220	117	14	iteratively	iteratively	ADV
agb-220	117	15	revise	revise	VERB
agb-220	117	16	,	,	PUNCT
agb-220	117	17	update	update	NOUN
agb-220	117	18	,	,	PUNCT
agb-220	117	19	and	and	CCONJ
agb-220	117	20	ultimately	ultimately	ADV
agb-220	117	21	refine	refine	VERB
agb-220	117	22	the	the	DET
agb-220	117	23	draft	draft	NOUN
agb-220	117	24	of	of	ADP
agb-220	117	25	agricultural	agricultural	ADJ
agb-220	117	26	insurance	insurance	NOUN
agb-220	117	27	legislation	legislation	NOUN
agb-220	117	28	prior	prior	ADV
agb-220	117	29	to	to	ADP
agb-220	117	30	its	its	PRON
agb-220	117	31	formal	formal	ADJ
agb-220	117	32	submission	submission	NOUN
agb-220	117	33	to	to	ADP
agb-220	117	34	the	the	DET
agb-220	117	35	cabinet	cabinet	NOUN
agb-220	117	36	for	for	ADP
agb-220	117	37	approval	approval	NOUN
agb-220	117	38	.	.	PUNCT
agb-220	118	1	this	this	DET
agb-220	118	2	research	research	NOUN
agb-220	118	3	further	far	ADV
agb-220	118	4	seeks	seek	VERB
agb-220	118	5	to	to	PART
agb-220	118	6	scrutinize	scrutinize	VERB
agb-220	118	7	the	the	DET
agb-220	118	8	impact	impact	NOUN
agb-220	118	9	of	of	ADP
agb-220	118	10	rice	rice	NOUN
agb-220	118	11	crop	crop	NOUN
agb-220	118	12	area	area	NOUN
agb-220	118	13	yield	yield	NOUN
agb-220	118	14	and	and	CCONJ
agb-220	118	15	forecast	forecast	VERB
agb-220	118	16	the	the	DET
agb-220	118	17	rice	rice	NOUN
agb-220	118	18	production	production	NOUN
agb-220	118	19	level	level	NOUN
agb-220	118	20	through	through	ADP
agb-220	118	21	the	the	DET
agb-220	118	22	utilization	utilization	NOUN
agb-220	118	23	of	of	ADP
agb-220	118	24	machine	machine	NOUN
agb-220	118	25	learning	learn	VERB
agb-220	118	26	techniques	technique	NOUN
agb-220	118	27	designed	design	VERB
agb-220	118	28	for	for	ADP
agb-220	118	29	regression	regression	NOUN
agb-220	118	30	tasks	task	NOUN
agb-220	118	31	.	.	PUNCT
agb-220	119	1	specifically	specifically	ADV
agb-220	119	2	,	,	PUNCT
agb-220	119	3	three	three	NUM
agb-220	119	4	machine	machine	NOUN
agb-220	119	5	learning	learn	VERB
agb-220	119	6	algorithms	algorithm	NOUN
agb-220	119	7	—	—	PUNCT
agb-220	119	8	multivariate	multivariate	NOUN
agb-220	119	9	polynomial	polynomial	ADJ
agb-220	119	10	regression	regression	NOUN
agb-220	119	11	,	,	PUNCT
agb-220	119	12	decision	decision	NOUN
agb-220	119	13	trees	tree	NOUN
agb-220	119	14	,	,	PUNCT
agb-220	119	15	and	and	CCONJ
agb-220	119	16	random	random	ADJ
agb-220	119	17	forests	forest	NOUN
agb-220	119	18	—	—	PUNCT
agb-220	119	19	are	be	AUX
agb-220	119	20	deployed	deploy	VERB
agb-220	119	21	to	to	PART
agb-220	119	22	predict	predict	VERB
agb-220	119	23	the	the	DET
agb-220	119	24	yield	yield	NOUN
agb-220	119	25	rate	rate	NOUN
agb-220	119	26	of	of	ADP
agb-220	119	27	the	the	DET
agb-220	119	28	jasmine-105	jasmine-105	ADJ
agb-220	119	29	rice	rice	NOUN
agb-220	119	30	crop	crop	NOUN
agb-220	119	31	.	.	PUNCT
agb-220	120	1	the	the	DET
agb-220	120	2	implementation	implementation	NOUN
agb-220	120	3	of	of	ADP
agb-220	120	4	these	these	DET
agb-220	120	5	algorithms	algorithm	NOUN
agb-220	120	6	is	be	AUX
agb-220	120	7	executed	execute	VERB
agb-220	120	8	using	use	VERB
agb-220	120	9	the	the	DET
agb-220	120	10	python	python	NOUN
agb-220	120	11	programming	programming	NOUN
agb-220	120	12	language	language	NOUN
agb-220	120	13	.	.	PUNCT
agb-220	121	1	the	the	DET
agb-220	121	2	inclusion	inclusion	NOUN
agb-220	121	3	of	of	ADP
agb-220	121	4	multivariate	multivariate	NOUN
agb-220	121	5	polynomial	polynomial	ADJ
agb-220	121	6	regression	regression	NOUN
agb-220	121	7	stems	stem	VERB
agb-220	121	8	from	from	ADP
agb-220	121	9	its	its	PRON
agb-220	121	10	capacity	capacity	NOUN
agb-220	121	11	to	to	PART
agb-220	121	12	elucidate	elucidate	VERB
agb-220	121	13	relationships	relationship	NOUN
agb-220	121	14	among	among	ADP
agb-220	121	15	various	various	ADJ
agb-220	121	16	factors	factor	NOUN
agb-220	121	17	influencing	influence	VERB
agb-220	121	18	rice	rice	NOUN
agb-220	121	19	production	production	NOUN
agb-220	121	20	.	.	PUNCT
agb-220	122	1	in	in	ADP
agb-220	122	2	line	line	NOUN
agb-220	122	3	with	with	ADP
agb-220	122	4	previous	previous	ADJ
agb-220	122	5	research	research	NOUN
agb-220	122	6	by	by	ADP
agb-220	122	7	mısır	mısır	NOUN
agb-220	122	8	and	and	CCONJ
agb-220	122	9	akar	akar	PROPN
agb-220	122	10	(	(	PUNCT
agb-220	122	11	2022	2022	NUM
agb-220	122	12	)	)	PUNCT
agb-220	122	13	,	,	PUNCT
agb-220	122	14	the	the	DET
agb-220	122	15	multivariate	multivariate	ADJ
agb-220	122	16	polynomial	polynomial	ADJ
agb-220	122	17	regression	regression	NOUN
agb-220	122	18	function	function	NOUN
agb-220	122	19	is	be	AUX
agb-220	122	20	employed	employ	VERB
agb-220	122	21	to	to	PART
agb-220	122	22	formulate	formulate	VERB
agb-220	122	23	an	an	DET
agb-220	122	24	equation	equation	NOUN
agb-220	122	25	,	,	PUNCT
agb-220	122	26	represented	represent	VERB
agb-220	122	27	by	by	ADP
agb-220	122	28	equation	equation	NOUN
agb-220	122	29	(	(	PUNCT
agb-220	122	30	1	1	NUM
agb-220	122	31	)	)	PUNCT
agb-220	122	32	,	,	PUNCT
agb-220	122	33	which	which	PRON
agb-220	122	34	encompasses	encompass	VERB
agb-220	122	35	three	three	NUM
agb-220	122	36	explanatory	explanatory	ADJ
agb-220	122	37	variables	variable	NOUN
agb-220	122	38	for	for	ADP
agb-220	122	39	each	each	DET
agb-220	122	40	polynomial	polynomial	ADJ
agb-220	122	41	degree	degree	NOUN
agb-220	122	42	under	under	ADP
agb-220	122	43	consideration	consideration	NOUN
agb-220	122	44	.	.	PUNCT
agb-220	123	1	𝑌𝑝	𝑌𝑝	PROPN
agb-220	123	2	=	=	SYM
agb-220	123	3	𝛽0	𝛽0	PROPN
agb-220	123	4	+	+	CCONJ
agb-220	123	5	∑	∑	PUNCT
agb-220	123	6	𝛽𝑖1	𝛽𝑖1	PROPN
agb-220	123	7	𝑥𝑖1	𝑥𝑖1	VERB
agb-220	123	8	3	3	NUM
agb-220	123	9	𝑖1=1	𝑖1=1	PUNCT
agb-220	123	10	+	+	CCONJ
agb-220	123	11	∑	∑	PROPN
agb-220	123	12	∑	∑	ADP
agb-220	123	13	𝛽𝑖1𝑖2	𝛽𝑖1𝑖2	NOUN
agb-220	123	14	𝑥𝑖1	𝑥𝑖1	VERB
agb-220	123	15	𝑥𝑖2	𝑥𝑖2	NOUN
agb-220	123	16	3	3	NUM
agb-220	123	17	𝑖2=𝑖1	𝑖2=𝑖1	PROPN
agb-220	123	18	3	3	NUM
agb-220	123	19	𝑖1=1	𝑖1=1	PUNCT
agb-220	123	20	+	+	SYM
agb-220	123	21	⋯	⋯	VERB
agb-220	123	22	+	+	CCONJ
agb-220	123	23	∑	∑	PROPN
agb-220	123	24	∑	∑	PUNCT
agb-220	123	25	…	…	SYM
agb-220	123	26	3	3	NUM
agb-220	123	27	𝑖2=𝑖1	𝑖2=𝑖1	NOUN
agb-220	123	28	∑	∑	PUNCT
agb-220	123	29	𝛽𝑖1𝑖2	𝛽𝑖1𝑖2	PROPN
agb-220	123	30	…	…	NUM
agb-220	123	31	𝑖𝑛	𝑖𝑛	PRON
agb-220	123	32	𝑥𝑖1	𝑥𝑖1	NOUN
agb-220	123	33	𝑥𝑖2	𝑥𝑖2	NOUN
agb-220	123	34	…	…	PUNCT
agb-220	123	35	𝑥𝑖𝑛	𝑥𝑖𝑛	NOUN
agb-220	123	36	3	3	NUM
agb-220	123	37	𝑖𝑛=𝑖𝑛−1	𝑖𝑛=𝑖𝑛−1	PROPN
agb-220	123	38	3	3	NUM
agb-220	123	39	𝑖1=1	𝑖1=1	PROPN
agb-220	123	40	(	(	PUNCT
agb-220	123	41	1	1	X
agb-220	123	42	)	)	PUNCT
agb-220	123	43	where	where	SCONJ
agb-220	123	44	𝑌𝑝	𝑌𝑝	PROPN
agb-220	123	45	is	be	AUX
agb-220	123	46	production	production	NOUN
agb-220	123	47	rate	rate	NOUN
agb-220	123	48	,	,	PUNCT
agb-220	123	49	𝑥1	𝑥1	NOUN
agb-220	123	50	is	be	AUX
agb-220	123	51	flood	flood	NOUN
agb-220	123	52	depth	depth	NOUN
agb-220	123	53	,	,	PUNCT
agb-220	123	54	𝑥2	𝑥2	NOUN
agb-220	123	55	is	be	AUX
agb-220	123	56	flood	flood	NOUN
agb-220	123	57	duration	duration	NOUN
agb-220	123	58	,	,	PUNCT
agb-220	123	59	𝑥3	𝑥3	NOUN
agb-220	123	60	is	be	AUX
agb-220	123	61	rice	rice	NOUN
agb-220	123	62	state	state	NOUN
agb-220	123	63	,	,	PUNCT
agb-220	123	64	and	and	CCONJ
agb-220	123	65	𝛽0	𝛽0	PROPN
agb-220	123	66	,	,	PUNCT
agb-220	123	67	𝛽𝑖1	𝛽𝑖1	X
agb-220	123	68	,	,	PUNCT
agb-220	123	69	𝛽𝑖2	𝛽𝑖2	NOUN
agb-220	123	70	,	,	PUNCT
agb-220	123	71	…	…	PUNCT
agb-220	123	72	,	,	PUNCT
agb-220	123	73	𝛽𝑖𝑛	𝛽𝑖𝑛	NOUN
agb-220	123	74	are	be	AUX
agb-220	123	75	coefficient	coefficient	NOUN
agb-220	123	76	parameters	parameter	NOUN
agb-220	123	77	.	.	PUNCT
agb-220	124	1	decision	decision	NOUN
agb-220	124	2	trees	tree	NOUN
agb-220	124	3	and	and	CCONJ
agb-220	124	4	random	random	ADJ
agb-220	124	5	forests	forest	NOUN
agb-220	124	6	are	be	AUX
agb-220	124	7	prevalent	prevalent	ADJ
agb-220	124	8	non	non	ADJ
agb-220	124	9	-	-	ADJ
agb-220	124	10	parametric	parametric	ADJ
agb-220	124	11	models	model	NOUN
agb-220	124	12	in	in	ADP
agb-220	124	13	the	the	DET
agb-220	124	14	domain	domain	NOUN
agb-220	124	15	of	of	ADP
agb-220	124	16	machine	machine	NOUN
agb-220	124	17	learning	learning	NOUN
agb-220	124	18	.	.	PUNCT
agb-220	125	1	belonging	belong	VERB
agb-220	125	2	to	to	ADP
agb-220	125	3	the	the	DET
agb-220	125	4	supervised	supervised	ADJ
agb-220	125	5	learning	learning	NOUN
agb-220	125	6	paradigm	paradigm	NOUN
agb-220	125	7	,	,	PUNCT
agb-220	125	8	these	these	DET
agb-220	125	9	algorithms	algorithm	NOUN
agb-220	125	10	acquire	acquire	VERB
agb-220	125	11	patterns	pattern	NOUN
agb-220	125	12	and	and	CCONJ
agb-220	125	13	generate	generate	VERB
agb-220	125	14	predictions	prediction	NOUN
agb-220	125	15	using	use	VERB
agb-220	125	16	labeled	label	VERB
agb-220	125	17	training	training	NOUN
agb-220	125	18	data	datum	NOUN
agb-220	125	19	.	.	PUNCT
agb-220	126	1	notably	notably	ADV
agb-220	126	2	,	,	PUNCT
agb-220	126	3	decision	decision	NOUN
agb-220	126	4	trees	tree	NOUN
agb-220	126	5	and	and	CCONJ
agb-220	126	6	random	random	ADJ
agb-220	126	7	forests	forest	NOUN
agb-220	126	8	exhibit	exhibit	VERB
agb-220	126	9	versatility	versatility	NOUN
agb-220	126	10	by	by	ADP
agb-220	126	11	adeptly	adeptly	ADV
agb-220	126	12	handling	handle	VERB
agb-220	126	13	both	both	CCONJ
agb-220	126	14	numerical	numerical	ADJ
agb-220	126	15	and	and	CCONJ
agb-220	126	16	categorical	categorical	ADJ
agb-220	126	17	data	datum	NOUN
agb-220	126	18	,	,	PUNCT
agb-220	126	19	rendering	render	VERB
agb-220	126	20	them	they	PRON
agb-220	126	21	suitable	suitable	ADJ
agb-220	126	22	for	for	ADP
agb-220	126	23	diverse	diverse	ADJ
agb-220	126	24	dataset	dataset	NOUN
agb-220	126	25	structures	structure	NOUN
agb-220	126	26	.	.	PUNCT
agb-220	127	1	furthermore	furthermore	ADV
agb-220	127	2	,	,	PUNCT
agb-220	127	3	their	their	PRON
agb-220	127	4	interpretability	interpretability	NOUN
agb-220	127	5	stands	stand	VERB
agb-220	127	6	out	out	ADP
agb-220	127	7	as	as	ADP
agb-220	127	8	a	a	DET
agb-220	127	9	notable	notable	ADJ
agb-220	127	10	advantage	advantage	NOUN
agb-220	127	11	,	,	PUNCT
agb-220	127	12	given	give	VERB
agb-220	127	13	that	that	SCONJ
agb-220	127	14	the	the	DET
agb-220	127	15	decisionmaking	decisionmake	VERB
agb-220	127	16	process	process	NOUN
agb-220	127	17	can	can	AUX
agb-220	127	18	be	be	AUX
agb-220	127	19	readily	readily	ADV
agb-220	127	20	visualized	visualize	VERB
agb-220	127	21	and	and	CCONJ
agb-220	127	22	comprehended	comprehend	VERB
agb-220	127	23	(	(	PUNCT
agb-220	127	24	jensen	jensen	PROPN
agb-220	127	25	,	,	PUNCT
agb-220	127	26	2008	2008	NUM
agb-220	127	27	)	)	PUNCT
agb-220	127	28	.	.	PUNCT
agb-220	128	1	nevertheless	nevertheless	ADV
agb-220	128	2	,	,	PUNCT
agb-220	128	3	decision	decision	NOUN
agb-220	128	4	trees	tree	NOUN
agb-220	128	5	are	be	AUX
agb-220	128	6	susceptible	susceptible	ADJ
agb-220	128	7	to	to	ADP
agb-220	128	8	overfitting	overfitte	VERB
agb-220	128	9	,	,	PUNCT
agb-220	128	10	whereas	whereas	SCONJ
agb-220	128	11	random	random	ADJ
agb-220	128	12	forests	forest	NOUN
agb-220	128	13	offer	offer	VERB
agb-220	128	14	a	a	DET
agb-220	128	15	highly	highly	ADV
agb-220	128	16	effective	effective	ADJ
agb-220	128	17	means	mean	NOUN
agb-220	128	18	to	to	PART
agb-220	128	19	mitigate	mitigate	VERB
agb-220	128	20	overfitting	overfitte	VERB
agb-220	128	21	concerns	concern	NOUN
agb-220	128	22	and	and	CCONJ
agb-220	128	23	furnish	furnish	VERB
agb-220	128	24	measures	measure	NOUN
agb-220	128	25	of	of	ADP
agb-220	128	26	feature	feature	NOUN
agb-220	128	27	importance	importance	NOUN
agb-220	128	28	(	(	PUNCT
agb-220	128	29	cabras	cabras	PROPN
agb-220	128	30	et	et	PROPN
agb-220	128	31	al	al	PROPN
agb-220	128	32	.	.	PROPN
agb-220	128	33	,	,	PUNCT
agb-220	128	34	2016	2016	NUM
agb-220	128	35	)	)	PUNCT
agb-220	128	36	.	.	PUNCT
agb-220	129	1	k	k	X
agb-220	129	2	-	-	ADJ
agb-220	129	3	fold	fold	ADJ
agb-220	129	4	cross	cross	ADJ
agb-220	129	5	-	-	ADJ
agb-220	129	6	validation	validation	NOUN
agb-220	129	7	facilitates	facilitate	VERB
agb-220	129	8	the	the	DET
agb-220	129	9	analysis	analysis	NOUN
agb-220	129	10	of	of	ADP
agb-220	129	11	the	the	DET
agb-220	129	12	most	most	ADV
agb-220	129	13	appropriate	appropriate	ADJ
agb-220	129	14	algorithm	algorithm	NOUN
agb-220	129	15	for	for	ADP
agb-220	129	16	the	the	DET
agb-220	129	17	extant	extant	ADJ
agb-220	129	18	dataset	dataset	NOUN
agb-220	129	19	.	.	PUNCT
agb-220	130	1	this	this	DET
agb-220	130	2	investigation	investigation	NOUN
agb-220	130	3	employs	employ	VERB
agb-220	130	4	a	a	DET
agb-220	130	5	10	10	NUM
agb-220	130	6	-	-	ADJ
agb-220	130	7	fold	fold	ADJ
agb-220	130	8	cross	cross	ADJ
agb-220	130	9	-	-	ADJ
agb-220	130	10	validation	validation	ADJ
agb-220	130	11	approach	approach	NOUN
agb-220	130	12	(	(	PUNCT
agb-220	130	13	k	k	NOUN
agb-220	130	14	=	=	SYM
agb-220	130	15	10	10	NUM
agb-220	130	16	)	)	PUNCT
agb-220	130	17	.	.	PUNCT
agb-220	131	1	a	a	DET
agb-220	131	2	dataset	dataset	NOUN
agb-220	131	3	comprising	comprise	VERB
agb-220	131	4	150	150	NUM
agb-220	131	5	observations	observation	NOUN
agb-220	131	6	is	be	AUX
agb-220	131	7	gathered	gather	VERB
agb-220	131	8	from	from	ADP
agb-220	131	9	jasmine-105	jasmine-105	ADJ
agb-220	131	10	rice	rice	NOUN
agb-220	131	11	farming	farming	NOUN
agb-220	131	12	regions	region	NOUN
agb-220	131	13	in	in	ADP
agb-220	131	14	the	the	DET
agb-220	131	15	prominent	prominent	ADJ
agb-220	131	16	rice	rice	NOUN
agb-220	131	17	-	-	PUNCT
agb-220	131	18	producing	produce	VERB
agb-220	131	19	provinces	province	NOUN
agb-220	131	20	of	of	ADP
agb-220	131	21	ubon	ubon	PROPN
agb-220	131	22	ratchathani	ratchathani	PROPN
agb-220	131	23	and	and	CCONJ
agb-220	131	24	sisaket	sisaket	NOUN
agb-220	131	25	,	,	PUNCT
agb-220	131	26	along	along	ADP
agb-220	131	27	with	with	ADP
agb-220	131	28	data	datum	NOUN
agb-220	131	29	from	from	ADP
agb-220	131	30	the	the	DET
agb-220	131	31	office	office	NOUN
agb-220	131	32	of	of	ADP
agb-220	131	33	agricultural	agricultural	ADJ
agb-220	131	34	economics	economic	NOUN
agb-220	131	35	under	under	ADP
agb-220	131	36	the	the	DET
agb-220	131	37	ministry	ministry	PROPN
agb-220	131	38	of	of	ADP
agb-220	131	39	agriculture	agriculture	PROPN
agb-220	131	40	and	and	CCONJ
agb-220	131	41	cooperatives	cooperative	NOUN
agb-220	131	42	.	.	PUNCT
agb-220	132	1	these	these	DET
agb-220	132	2	data	datum	NOUN
agb-220	132	3	encompass	encompass	VERB
agb-220	132	4	variables	variable	NOUN
agb-220	132	5	detailed	detail	VERB
agb-220	132	6	in	in	ADP
agb-220	132	7	table	table	NOUN
agb-220	132	8	1	1	NUM
agb-220	132	9	for	for	ADP
agb-220	132	10	the	the	DET
agb-220	132	11	purpose	purpose	NOUN
agb-220	132	12	of	of	ADP
agb-220	132	13	predicting	predict	VERB
agb-220	132	14	production	production	NOUN
agb-220	132	15	rates	rate	NOUN
agb-220	132	16	.	.	PUNCT
agb-220	133	1	table	table	NOUN
agb-220	133	2	1	1	NUM
agb-220	133	3	.	.	PUNCT
agb-220	134	1	variable	variable	ADJ
agb-220	134	2	definitions	definition	NOUN
agb-220	134	3	and	and	CCONJ
agb-220	134	4	summary	summary	NOUN
agb-220	134	5	statistics	statistic	NOUN
agb-220	134	6	variable	variable	ADJ
agb-220	134	7	name	name	NOUN
agb-220	134	8	variable	variable	ADJ
agb-220	134	9	definition	definition	NOUN
agb-220	134	10	mean	mean	VERB
agb-220	134	11	min	min	PROPN
agb-220	134	12	max	max	PROPN
agb-220	134	13	stdev	stdev	PROPN
agb-220	134	14	flood	flood	NOUN
agb-220	134	15	depth	depth	NOUN
agb-220	134	16	average	average	ADJ
agb-220	134	17	water	water	NOUN
agb-220	134	18	height	height	NOUN
agb-220	134	19	exceeds	exceed	VERB
agb-220	134	20	normal	normal	ADJ
agb-220	134	21	water	water	NOUN
agb-220	134	22	level	level	NOUN
agb-220	134	23	(	(	PUNCT
agb-220	134	24	centimeters	centimeter	NOUN
agb-220	134	25	)	)	PUNCT
agb-220	134	26	170.20	170.20	NUM
agb-220	134	27	60.00	60.00	NUM
agb-220	134	28	400.00	400.00	NUM
agb-220	134	29	76.55	76.55	NUM
agb-220	134	30	flood	flood	NOUN
agb-220	134	31	duration	duration	NOUN
agb-220	134	32	time	time	NOUN
agb-220	134	33	period	period	NOUN
agb-220	134	34	while	while	SCONJ
agb-220	134	35	rice	rice	NOUN
agb-220	134	36	paddy	paddy	NOUN
agb-220	134	37	encounters	encounter	VERB
agb-220	134	38	flood	flood	NOUN
agb-220	134	39	(	(	PUNCT
agb-220	134	40	weeks	week	NOUN
agb-220	134	41	)	)	PUNCT
agb-220	134	42	3.76	3.76	NUM
agb-220	134	43	0.30	0.30	NUM
agb-220	134	44	12.00	12.00	NUM
agb-220	134	45	2.93	2.93	NUM
agb-220	134	46	rice	rice	NOUN
agb-220	134	47	state	state	NOUN
agb-220	134	48	rice	rice	NOUN
agb-220	134	49	plantation	plantation	NOUN
agb-220	134	50	phase	phase	NOUN
agb-220	134	51	classified	classify	VERB
agb-220	134	52	as	as	ADP
agb-220	134	53	“	"	PUNCT
agb-220	134	54	before	before	ADP
agb-220	134	55	booting	boot	VERB
agb-220	134	56	=	=	NOUN
agb-220	134	57	0	0	NUM
agb-220	134	58	”	"	PUNCT
agb-220	134	59	and	and	CCONJ
agb-220	134	60	“	"	PUNCT
agb-220	134	61	after	after	ADP
agb-220	134	62	booting	boot	VERB
agb-220	134	63	=	=	PUNCT
agb-220	134	64	1	1	NUM
agb-220	134	65	”	"	PUNCT
agb-220	134	66	0.59	0.59	NUM
agb-220	134	67	0.00	0.00	NUM
agb-220	134	68	1.00	1.00	NUM
agb-220	134	69	0.49	0.49	NUM
agb-220	134	70	production	production	NOUN
agb-220	134	71	rate	rate	NOUN
agb-220	134	72	percentage	percentage	NOUN
agb-220	134	73	of	of	ADP
agb-220	134	74	actual	actual	ADJ
agb-220	134	75	production	production	NOUN
agb-220	134	76	to	to	ADP
agb-220	134	77	normal	normal	ADJ
agb-220	134	78	production	production	NOUN
agb-220	134	79	0.25	0.25	NUM
agb-220	134	80	0.00	0.00	NUM
agb-220	134	81	0.95	0.95	NUM
agb-220	134	82	0.28	0.28	NUM
agb-220	134	83	this	this	DET
agb-220	134	84	research	research	NOUN
agb-220	134	85	also	also	ADV
agb-220	134	86	endeavours	endeavour	VERB
agb-220	134	87	to	to	PART
agb-220	134	88	assess	assess	VERB
agb-220	134	89	long	long	ADJ
agb-220	134	90	-	-	PUNCT
agb-220	134	91	term	term	NOUN
agb-220	134	92	extreme	extreme	ADJ
agb-220	134	93	precipitation	precipitation	NOUN
agb-220	134	94	employing	employ	VERB
agb-220	134	95	the	the	DET
agb-220	134	96	conceptual	conceptual	ADJ
agb-220	134	97	framework	framework	NOUN
agb-220	134	98	of	of	ADP
agb-220	134	99	extreme	extreme	ADJ
agb-220	134	100	value	value	NOUN
agb-220	134	101	theory	theory	NOUN
agb-220	134	102	(	(	PUNCT
agb-220	134	103	evt	evt	PROPN
agb-220	134	104	)	)	PUNCT
agb-220	134	105	outlined	outline	VERB
agb-220	134	106	by	by	ADP
agb-220	134	107	coles	cole	NOUN
agb-220	134	108	(	(	PUNCT
agb-220	134	109	2001	2001	NUM
agb-220	134	110	)	)	PUNCT
agb-220	134	111	.	.	PUNCT
agb-220	135	1	concretely	concretely	ADV
agb-220	135	2	,	,	PUNCT
agb-220	135	3	the	the	DET
agb-220	135	4	peaks	peak	NOUN
agb-220	135	5	over	over	ADP
agb-220	135	6	the	the	DET
agb-220	135	7	threshold	threshold	NOUN
agb-220	135	8	(	(	PUNCT
agb-220	135	9	pot	pot	NOUN
agb-220	135	10	)	)	PUNCT
agb-220	135	11	methodology	methodology	NOUN
agb-220	135	12	is	be	AUX
agb-220	135	13	employed	employ	VERB
agb-220	135	14	to	to	PART
agb-220	135	15	scrutinize	scrutinize	VERB
agb-220	135	16	the	the	DET
agb-220	135	17	behaviour	behaviour	NOUN
agb-220	135	18	of	of	ADP
agb-220	135	19	precipitation	precipitation	NOUN
agb-220	135	20	surpassing	surpass	VERB
agb-220	135	21	a	a	DET
agb-220	135	22	predefined	predefine	VERB
agb-220	135	23	high	high	ADJ
agb-220	135	24	threshold	threshold	NOUN
agb-220	135	25	.	.	PUNCT
agb-220	136	1	this	this	DET
agb-220	136	2	approach	approach	NOUN
agb-220	136	3	facilitates	facilitate	VERB
agb-220	136	4	the	the	DET
agb-220	136	5	examination	examination	NOUN
agb-220	136	6	of	of	ADP
agb-220	136	7	all	all	DET
agb-220	136	8	independent	independent	ADJ
agb-220	136	9	extreme	extreme	ADJ
agb-220	136	10	data	datum	NOUN
agb-220	136	11	points	point	NOUN
agb-220	136	12	by	by	ADP
agb-220	136	13	fitting	fit	VERB
agb-220	136	14	the	the	DET
agb-220	136	15	generalized	generalized	ADJ
agb-220	136	16	pareto	pareto	NOUN
agb-220	136	17	(	(	PUNCT
agb-220	136	18	gp	gp	NOUN
agb-220	136	19	)	)	PUNCT
agb-220	136	20	distribution	distribution	NOUN
agb-220	136	21	.	.	PUNCT
agb-220	137	1	in	in	ADP
agb-220	137	2	the	the	DET
agb-220	137	3	context	context	NOUN
agb-220	137	4	of	of	ADP
agb-220	137	5	this	this	DET
agb-220	137	6	study	study	NOUN
agb-220	137	7	,	,	PUNCT
agb-220	137	8	the	the	DET
agb-220	137	9	random	random	ADJ
agb-220	137	10	variables	variable	NOUN
agb-220	137	11	𝑋1𝑋2	𝑋1𝑋2	PROPN
agb-220	137	12	,	,	PUNCT
agb-220	137	13	…	…	PUNCT
agb-220	137	14	,	,	PUNCT
agb-220	137	15	𝑋𝑛	𝑋𝑛	PROPN
agb-220	137	16	are	be	AUX
agb-220	137	17	presumed	presume	VERB
agb-220	137	18	to	to	PART
agb-220	137	19	be	be	AUX
agb-220	137	20	independent	independent	ADJ
agb-220	137	21	and	and	CCONJ
agb-220	137	22	agbioforum	agbioforum	NOUN
agb-220	137	23	,	,	PUNCT
agb-220	137	24	25(2	25(2	NUM
agb-220	137	25	)	)	PUNCT
agb-220	137	26	,	,	PUNCT
agb-220	137	27	2023	2023	NUM
agb-220	137	28	|	|	NOUN
agb-220	137	29	134	134	NUM
agb-220	137	30	chaiyawat	chaiyawat	VERB
agb-220	137	31	et	et	PROPN
agb-220	137	32	al	al	PROPN
agb-220	137	33	.	.	PROPN
agb-220	137	34	—	—	PUNCT
agb-220	137	35	enhancing	enhance	VERB
agb-220	137	36	the	the	DET
agb-220	137	37	effectiveness	effectiveness	NOUN
agb-220	137	38	of	of	ADP
agb-220	137	39	insurance	insurance	NOUN
agb-220	137	40	risk	risk	NOUN
agb-220	137	41	management	management	NOUN
agb-220	137	42	in	in	ADP
agb-220	137	43	the	the	DET
agb-220	137	44	agricultural	agricultural	ADJ
agb-220	137	45	,	,	PUNCT
agb-220	137	46	livestock	livestock	NOUN
agb-220	137	47	,	,	PUNCT
agb-220	137	48	and	and	CCONJ
agb-220	137	49	fishery	fishery	NOUN
agb-220	137	50	sectors	sector	NOUN
agb-220	137	51	in	in	ADP
agb-220	137	52	thailand	thailand	PROPN
agb-220	137	53	identically	identically	ADV
agb-220	137	54	distributed	distribute	VERB
agb-220	137	55	.	.	PUNCT
agb-220	138	1	the	the	DET
agb-220	138	2	distribution	distribution	NOUN
agb-220	138	3	function	function	NOUN
agb-220	138	4	of	of	ADP
agb-220	138	5	these	these	DET
agb-220	138	6	variables	variable	NOUN
agb-220	138	7	is	be	AUX
agb-220	138	8	considered	consider	VERB
agb-220	138	9	to	to	PART
agb-220	138	10	exhibit	exhibit	VERB
agb-220	138	11	a	a	DET
agb-220	138	12	peak	peak	NOUN
agb-220	138	13	over	over	ADP
agb-220	138	14	the	the	DET
agb-220	138	15	threshold	threshold	NOUN
agb-220	138	16	when	when	SCONJ
agb-220	138	17	x	x	PRON
agb-220	138	18	exceeds	exceed	VERB
agb-220	138	19	a	a	DET
agb-220	138	20	specified	specify	VERB
agb-220	138	21	threshold	threshold	NOUN
agb-220	138	22	value	value	NOUN
agb-220	138	23	,	,	PUNCT
agb-220	138	24	denoted	denote	VERB
agb-220	138	25	as	as	ADP
agb-220	138	26	𝑢.	𝑢.	PROPN
agb-220	138	27	mathematically	mathematically	ADV
agb-220	138	28	,	,	PUNCT
agb-220	138	29	this	this	PRON
agb-220	138	30	can	can	AUX
agb-220	138	31	be	be	AUX
agb-220	138	32	expressed	express	VERB
agb-220	138	33	as	as	ADP
agb-220	138	34	𝐹𝑢(𝑋	𝐹𝑢(𝑋	PUNCT
agb-220	138	35	)	)	PUNCT
agb-220	138	36	=	=	PUNCT
agb-220	138	37	𝑃𝑟(𝑋	𝑃𝑟(𝑋	X
agb-220	139	1	−	−	PROPN
agb-220	139	2	𝑢|𝑋	𝑢|𝑋	PROPN
agb-220	139	3	>	>	X
agb-220	139	4	𝑢	𝑢	PROPN
agb-220	139	5	)	)	PUNCT
agb-220	139	6	where	where	SCONJ
agb-220	139	7	𝑢	𝑢	NOUN
agb-220	139	8	is	be	AUX
agb-220	139	9	set	set	VERB
agb-220	139	10	to	to	ADP
agb-220	139	11	a	a	DET
agb-220	139	12	relatively	relatively	ADV
agb-220	139	13	high	high	ADJ
agb-220	139	14	value	value	NOUN
agb-220	139	15	.	.	PUNCT
agb-220	140	1	for	for	ADP
agb-220	140	2	estimating	estimate	VERB
agb-220	140	3	the	the	DET
agb-220	140	4	conditional	conditional	ADJ
agb-220	140	5	distribution	distribution	NOUN
agb-220	140	6	𝐹𝑢(𝑋	𝐹𝑢(𝑋	PRON
agb-220	140	7	)	)	PUNCT
agb-220	140	8	,	,	PUNCT
agb-220	140	9	the	the	DET
agb-220	140	10	generalized	generalize	VERB
agb-220	140	11	pareto	pareto	ADJ
agb-220	140	12	distribution	distribution	NOUN
agb-220	140	13	(	(	PUNCT
agb-220	140	14	gpd	gpd	NOUN
agb-220	140	15	)	)	PUNCT
agb-220	140	16	is	be	AUX
agb-220	140	17	utilized	utilize	VERB
agb-220	140	18	.	.	PUNCT
agb-220	141	1	the	the	DET
agb-220	141	2	gpd	gpd	PROPN
agb-220	141	3	proves	prove	VERB
agb-220	141	4	to	to	PART
agb-220	141	5	be	be	AUX
agb-220	141	6	a	a	DET
agb-220	141	7	fitting	fitting	ADJ
agb-220	141	8	choice	choice	NOUN
agb-220	141	9	for	for	ADP
agb-220	141	10	extreme	extreme	ADJ
agb-220	141	11	value	value	NOUN
agb-220	141	12	analysis	analysis	NOUN
agb-220	141	13	,	,	PUNCT
agb-220	141	14	especially	especially	ADV
agb-220	141	15	when	when	SCONJ
agb-220	141	16	dealing	deal	VERB
agb-220	141	17	with	with	ADP
agb-220	141	18	daily	daily	ADJ
agb-220	141	19	data	datum	NOUN
agb-220	141	20	.	.	PUNCT
agb-220	142	1	by	by	ADP
agb-220	142	2	isolating	isolate	VERB
agb-220	142	3	data	datum	NOUN
agb-220	142	4	points	point	NOUN
agb-220	142	5	surpassing	surpass	VERB
agb-220	142	6	the	the	DET
agb-220	142	7	threshold	threshold	NOUN
agb-220	142	8	,	,	PUNCT
agb-220	142	9	the	the	DET
agb-220	142	10	analysis	analysis	NOUN
agb-220	142	11	focalizes	focalize	VERB
agb-220	142	12	on	on	ADP
agb-220	142	13	extreme	extreme	ADJ
agb-220	142	14	events	event	NOUN
agb-220	142	15	and	and	CCONJ
agb-220	142	16	their	their	PRON
agb-220	142	17	associated	associated	ADJ
agb-220	142	18	characteristics	characteristic	NOUN
agb-220	142	19	.	.	PUNCT
agb-220	143	1	if	if	SCONJ
agb-220	143	2	x	x	PRON
agb-220	143	3	was	be	AUX
agb-220	143	4	designated	designate	VERB
agb-220	143	5	as	as	ADP
agb-220	143	6	a	a	DET
agb-220	143	7	random	random	ADJ
agb-220	143	8	variable	variable	NOUN
agb-220	143	9	following	follow	VERB
agb-220	143	10	the	the	DET
agb-220	143	11	gpd	gpd	PROPN
agb-220	143	12	,	,	PUNCT
agb-220	143	13	it	it	PRON
agb-220	143	14	was	be	AUX
agb-220	143	15	expressed	express	VERB
agb-220	143	16	as	as	ADP
agb-220	143	17	𝑋~gpd	𝑋~gpd	ADJ
agb-220	143	18	(	(	PUNCT
agb-220	143	19	𝜎	𝜎	PROPN
agb-220	143	20	,	,	PUNCT
agb-220	143	21	),with	),with	ADP
agb-220	143	22	𝜎	𝜎	PROPN
agb-220	143	23	as	as	ADP
agb-220	143	24	a	a	DET
agb-220	143	25	scale	scale	NOUN
agb-220	143	26	parameter	parameter	NOUN
agb-220	143	27	and	and	CCONJ
agb-220	143	28			NOUN
agb-220	143	29	is	be	AUX
agb-220	143	30	the	the	DET
agb-220	143	31	shape	shape	NOUN
agb-220	143	32	parameter	parameter	NOUN
agb-220	143	33	.	.	PUNCT
agb-220	144	1	in	in	ADP
agb-220	144	2	the	the	DET
agb-220	144	3	presence	presence	NOUN
agb-220	144	4	of	of	ADP
agb-220	144	5	a	a	DET
agb-220	144	6	threshold	threshold	NOUN
agb-220	144	7	,	,	PUNCT
agb-220	144	8	denoted	denote	VERB
agb-220	144	9	as	as	ADP
agb-220	144	10	u	u	NOUN
agb-220	144	11	,	,	PUNCT
agb-220	144	12	the	the	DET
agb-220	144	13	cumulative	cumulative	ADJ
agb-220	144	14	distribution	distribution	NOUN
agb-220	144	15	function	function	NOUN
agb-220	144	16	(	(	PUNCT
agb-220	144	17	cdf	cdf	PROPN
agb-220	144	18	)	)	PUNCT
agb-220	144	19	of	of	ADP
agb-220	144	20	x	x	NOUN
agb-220	144	21	-	-	PUNCT
agb-220	144	22	u	u	NOUN
agb-220	144	23	becomes	become	VERB
agb-220	144	24	conditional	conditional	ADJ
agb-220	144	25	,	,	PUNCT
agb-220	144	26	meaning	meaning	NOUN
agb-220	144	27	,	,	PUNCT
agb-220	144	28	𝑥	𝑥	X
agb-220	144	29	>	>	X
agb-220	144	30	𝑢	𝑢	X
agb-220	144	31	,	,	PUNCT
agb-220	144	32	as	as	ADP
agb-220	144	33	outline	outline	NOUN
agb-220	144	34	in	in	ADP
agb-220	144	35	equation	equation	NOUN
agb-220	144	36	(	(	PUNCT
agb-220	144	37	2	2	NUM
agb-220	144	38	)	)	PUNCT
agb-220	144	39	.	.	PUNCT
agb-220	145	1	𝐹(𝑥	𝐹(𝑥	PUNCT
agb-220	146	1	−	−	NOUN
agb-220	146	2	𝑢	𝑢	X
agb-220	146	3	)	)	PUNCT
agb-220	146	4	=	=	SYM
agb-220	146	5	𝐻(𝑥	𝐻(𝑥	NUM
agb-220	146	6	)	)	PUNCT
agb-220	146	7	=	=	SYM
agb-220	146	8	1	1	NUM
agb-220	146	9	−	−	NOUN
agb-220	146	10	(	(	PUNCT
agb-220	146	11	1	1	NUM
agb-220	146	12	+	+	CCONJ
agb-220	146	13	𝑥	𝑥	X
agb-220	146	14	�	�	PROPN
agb-220	146	15	̃	̃	NOUN
agb-220	146	16	�	�	PROPN
agb-220	146	17	)	)	PUNCT
agb-220	146	18	−1	−1	NOUN
agb-220	146	19			NOUN
agb-220	146	20	(	(	PUNCT
agb-220	146	21	2	2	NUM
agb-220	146	22	)	)	PUNCT
agb-220	146	23	where	where	SCONJ
agb-220	146	24	𝑥	𝑥	DET
agb-220	146	25	>	>	X
agb-220	146	26	0	0	NUM
agb-220	146	27	,	,	PUNCT
agb-220	146	28	�	�	PROPN
agb-220	146	29	̃	̃	NOUN
agb-220	146	30	�	�	NOUN
agb-220	146	31	=	=	SYM
agb-220	146	32	σ	σ	PROPN
agb-220	146	33	+	+	CCONJ
agb-220	146	34	(𝑢	(𝑢	PROPN
agb-220	146	35	−	−	NUM
agb-220	146	36	𝜇	𝜇	NOUN
agb-220	146	37	)	)	PUNCT
agb-220	146	38	and	and	CCONJ
agb-220	146	39	𝜇	𝜇	X
agb-220	146	40	is	be	AUX
agb-220	146	41	the	the	DET
agb-220	146	42	location	location	NOUN
agb-220	146	43	parameter	parameter	NOUN
agb-220	146	44	.	.	PUNCT
agb-220	147	1	in	in	ADP
agb-220	147	2	accordance	accordance	NOUN
agb-220	147	3	with	with	ADP
agb-220	147	4	equation	equation	NOUN
agb-220	147	5	2	2	NUM
agb-220	147	6	,	,	PUNCT
agb-220	147	7	the	the	DET
agb-220	147	8	distribution	distribution	NOUN
agb-220	147	9	fell	fall	VERB
agb-220	147	10	into	into	ADP
agb-220	147	11	the	the	DET
agb-220	147	12	same	same	ADJ
agb-220	147	13	category	category	NOUN
agb-220	147	14	as	as	ADP
agb-220	147	15	the	the	DET
agb-220	147	16	gpd	gpd	PROPN
agb-220	147	17	,	,	PUNCT
agb-220	147	18	here	here	ADV
agb-220	147	19	,	,	PUNCT
agb-220	147	20	σ	σ	PROPN
agb-220	147	21	̃	̃	PROPN
agb-220	147	22	represented	represent	VERB
agb-220	147	23	a	a	DET
agb-220	147	24	scale	scale	NOUN
agb-220	147	25	parameter	parameter	NOUN
agb-220	147	26	corresponding	correspond	VERB
agb-220	147	27	to	to	ADP
agb-220	147	28	the	the	DET
agb-220	147	29	specified	specify	VERB
agb-220	147	30	value	value	NOUN
agb-220	147	31	𝑢	𝑢	X
agb-220	147	32	>	>	X
agb-220	147	33	𝑢0	𝑢0	PROPN
agb-220	147	34	,	,	PUNCT
agb-220	147	35	and	and	CCONJ
agb-220	147	36	�	�	PROPN
agb-220	147	37	̃	̃	PROPN
agb-220	147	38	�	�	PROPN
agb-220	147	39	=	=	SYM
agb-220	148	1	(𝑢	(𝑢	PROPN
agb-220	148	2	−	−	PROPN
agb-220	148	3	𝑢0	𝑢0	PROPN
agb-220	148	4	)	)	PUNCT
agb-220	148	5	is	be	AUX
agb-220	148	6	the	the	DET
agb-220	148	7	scale	scale	NOUN
agb-220	148	8	parameter	parameter	NOUN
agb-220	148	9	changing	change	VERB
agb-220	148	10	with	with	ADP
agb-220	148	11	the	the	DET
agb-220	148	12	exception	exception	NOUN
agb-220	148	13	of	of	ADP
agb-220	148	14	where	where	SCONJ
agb-220	148	15			NOUN
agb-220	148	16	=	=	SYM
agb-220	148	17	0	0	NUM
agb-220	149	1	the	the	DET
agb-220	149	2	scale	scale	NOUN
agb-220	149	3	parameter	parameter	NOUN
agb-220	149	4	was	be	AUX
agb-220	149	5	adjusted	adjust	VERB
agb-220	149	6	by	by	ADP
agb-220	149	7	𝜎∗	𝜎∗	PROPN
agb-220	149	8	=	=	SYM
agb-220	149	9	σ̃	σ̃	PROPN
agb-220	149	10	+	+	CCONJ
agb-220	149	11	𝑢	𝑢	PUNCT
agb-220	149	12	.	.	PUNCT
agb-220	150	1	furthermore	furthermore	ADV
agb-220	150	2	,	,	PUNCT
agb-220	150	3	𝑢0	𝑢0	PROPN
agb-220	150	4	was	be	AUX
agb-220	150	5	chosen	choose	VERB
agb-220	150	6	based	base	VERB
agb-220	150	7	on	on	ADP
agb-220	150	8	the	the	DET
agb-220	150	9	minimum	minimum	ADJ
agb-220	150	10	value	value	NOUN
agb-220	150	11	of	of	ADP
agb-220	150	12	𝑢	𝑢	PRON
agb-220	150	13	where	where	SCONJ
agb-220	150	14	the	the	DET
agb-220	150	15	estimators	estimator	NOUN
agb-220	150	16	for	for	ADP
agb-220	150	17	𝜎∗and	𝜎∗and	NUM
agb-220	150	18			NOUN
agb-220	150	19	remained	remain	VERB
agb-220	150	20	constant	constant	ADJ
agb-220	150	21	.	.	PUNCT
agb-220	151	1	the	the	DET
agb-220	151	2	probability	probability	NOUN
agb-220	151	3	distribution	distribution	NOUN
agb-220	151	4	function	function	NOUN
agb-220	151	5	(	(	PUNCT
agb-220	151	6	pdf	pdf	NOUN
agb-220	151	7	)	)	PUNCT
agb-220	151	8	was	be	AUX
agb-220	151	9	then	then	ADV
agb-220	151	10	computed	compute	VERB
agb-220	151	11	following	follow	VERB
agb-220	151	12	the	the	DET
agb-220	151	13	formula	formula	NOUN
agb-220	151	14	in	in	ADP
agb-220	151	15	equation	equation	NOUN
agb-220	151	16	(	(	PUNCT
agb-220	151	17	3	3	NUM
agb-220	151	18	)	)	PUNCT
agb-220	151	19	.	.	PUNCT
agb-220	152	1	ℎ(𝑥	ℎ(𝑥	NUM
agb-220	152	2	)	)	PUNCT
agb-220	152	3	=	=	SYM
agb-220	152	4	1	1	NUM
agb-220	153	1	+	+	NUM
agb-220	153	2			NOUN
agb-220	153	3	[	[	X
agb-220	153	4	(	(	PUNCT
agb-220	153	5	𝑥−𝑢	𝑥−𝑢	X
agb-220	153	6	𝜎	𝜎	PROPN
agb-220	153	7	)	)	PUNCT
agb-220	153	8	]	]	PUNCT
agb-220	154	1	−	−	PROPN
agb-220	154	2	1	1	NUM
agb-220	154	3			NOUN
agb-220	154	4	where	where	SCONJ
agb-220	154	5	𝜎	𝜎	PROPN
agb-220	154	6	>	>	X
agb-220	154	7	0	0	PUNCT
agb-220	155	1	and	and	CCONJ
agb-220	155	2	−∞	−∞	X
agb-220	155	3	<	<	X
agb-220	155	4			X
agb-220	155	5	<	<	X
agb-220	155	6	∞	∞	NUM
agb-220	155	7	(	(	PUNCT
agb-220	155	8	3	3	NUM
agb-220	155	9	)	)	PUNCT
agb-220	155	10	in	in	ADP
agb-220	155	11	the	the	DET
agb-220	155	12	context	context	NOUN
agb-220	155	13	where	where	SCONJ
agb-220	155	14	𝜎	𝜎	PROPN
agb-220	155	15	denotes	denote	VERB
agb-220	155	16	a	a	DET
agb-220	155	17	scale	scale	NOUN
agb-220	155	18	parameter	parameter	NOUN
agb-220	155	19	and	and	CCONJ
agb-220	155	20			NOUN
agb-220	155	21	denotes	denote	VERB
agb-220	155	22	a	a	DET
agb-220	155	23	shape	shape	NOUN
agb-220	155	24	parameter	parameter	NOUN
agb-220	155	25	,	,	PUNCT
agb-220	155	26	within	within	ADP
agb-220	155	27	the	the	DET
agb-220	155	28	generalized	generalize	VERB
agb-220	155	29	pareto	pareto	ADJ
agb-220	155	30	distribution	distribution	NOUN
agb-220	155	31	(	(	PUNCT
agb-220	155	32	gpd	gpd	PROPN
agb-220	155	33	)	)	PUNCT
agb-220	155	34	,	,	PUNCT
agb-220	155	35	the	the	DET
agb-220	155	36	scenario	scenario	NOUN
agb-220	155	37	where	where	SCONJ
agb-220	155	38			NOUN
agb-220	155	39	→	→	SYM
agb-220	155	40	0	0	NUM
agb-220	155	41	is	be	AUX
agb-220	155	42	referred	refer	VERB
agb-220	155	43	to	to	ADP
agb-220	155	44	as	as	ADP
agb-220	155	45	the	the	DET
agb-220	155	46	exponential	exponential	ADJ
agb-220	155	47	distribution	distribution	NOUN
agb-220	155	48	.	.	PUNCT
agb-220	156	1	on	on	ADP
agb-220	156	2	the	the	DET
agb-220	156	3	other	other	ADJ
agb-220	156	4	hand	hand	NOUN
agb-220	156	5	,	,	PUNCT
agb-220	156	6	when	when	SCONJ
agb-220	156	7			VERB
agb-220	156	8	>	>	X
agb-220	156	9	0	0	NUM
agb-220	156	10	is	be	AUX
agb-220	156	11	greater	great	ADJ
agb-220	156	12	than	than	ADP
agb-220	156	13	0	0	NUM
agb-220	156	14	,	,	PUNCT
agb-220	156	15	it	it	PRON
agb-220	156	16	is	be	AUX
agb-220	156	17	termed	term	VERB
agb-220	156	18	as	as	ADP
agb-220	156	19	the	the	DET
agb-220	156	20	pareto	pareto	ADJ
agb-220	156	21	distribution	distribution	NOUN
agb-220	156	22	,	,	PUNCT
agb-220	156	23	and	and	CCONJ
agb-220	156	24	for	for	ADP
agb-220	156	25			NOUN
agb-220	156	26	<	<	X
agb-220	156	27	0	0	X
agb-220	156	28	less	less	ADJ
agb-220	156	29	than	than	ADP
agb-220	156	30	0	0	NUM
agb-220	156	31	,	,	PUNCT
agb-220	156	32	it	it	PRON
agb-220	156	33	is	be	AUX
agb-220	156	34	identified	identify	VERB
agb-220	156	35	as	as	ADP
agb-220	156	36	the	the	DET
agb-220	156	37	gamma	gamma	NOUN
agb-220	156	38	distribution	distribution	NOUN
agb-220	156	39	.	.	PUNCT
agb-220	157	1	the	the	DET
agb-220	157	2	return	return	NOUN
agb-220	157	3	level	level	NOUN
agb-220	157	4	of	of	ADP
agb-220	157	5	gpd	gpd	PROPN
agb-220	157	6	was	be	AUX
agb-220	157	7	calculated	calculate	VERB
agb-220	157	8	as	as	ADP
agb-220	157	9	in	in	ADP
agb-220	157	10	the	the	DET
agb-220	157	11	following	follow	VERB
agb-220	157	12	equation	equation	NOUN
agb-220	157	13	(	(	PUNCT
agb-220	157	14	4	4	NUM
agb-220	157	15	)	)	PUNCT
agb-220	157	16	.	.	PUNCT
agb-220	158	1	�	�	PROPN
agb-220	158	2	̂	̂	VERB
agb-220	158	3	�	�	PROPN
agb-220	158	4	𝑝	𝑝	NOUN
agb-220	158	5	=	=	PUNCT
agb-220	158	6	𝑢	𝑢	PROPN
agb-220	158	7	+	+	PROPN
agb-220	158	8	�	�	PROPN
agb-220	158	9	̂	̂	SYM
agb-220	158	10	�	�	NOUN
agb-220	158	11	̂	̂	NOUN
agb-220	158	12	[	[	X
agb-220	158	13	(	(	PUNCT
agb-220	158	14	𝑇	𝑇	PROPN
agb-220	158	15	𝑦	𝑦	NOUN
agb-220	158	16	𝜇	𝜇	NOUN
agb-220	158	17	)	)	PUNCT
agb-220	158	18	̂	̂	VERB
agb-220	158	19	−	−	PROPN
agb-220	158	20	1	1	NUM
agb-220	158	21	]	]	PUNCT
agb-220	158	22	where	where	SCONJ
agb-220	158	23	�	�	PROPN
agb-220	158	24	̂	̂	SYM
agb-220	158	25	�	�	PROPN
agb-220	158	26	>	>	X
agb-220	158	27	0	0	PUNCT
agb-220	158	28	and	and	CCONJ
agb-220	158	29	−∞	−∞	X
agb-220	158	30	<	<	X
agb-220	158	31	̂	̂	PROPN
agb-220	158	32	<	<	X
agb-220	158	33	∞	∞	PROPN
agb-220	158	34	(	(	PUNCT
agb-220	158	35	4	4	NUM
agb-220	158	36	)	)	PUNCT
agb-220	158	37	where	where	SCONJ
agb-220	158	38	�	�	PROPN
agb-220	158	39	̂	̂	SYM
agb-220	158	40	�	�	PROPN
agb-220	158	41	𝑝	𝑝	NOUN
agb-220	158	42	refers	refer	VERB
agb-220	158	43	to	to	PART
agb-220	158	44	return	return	VERB
agb-220	158	45	level	level	NOUN
agb-220	158	46	,	,	PUNCT
agb-220	158	47	�	�	PROPN
agb-220	158	48	̂	̂	VERB
agb-220	158	49	�	�	NOUN
agb-220	158	50	stands	stand	VERB
agb-220	158	51	for	for	ADP
agb-220	158	52	the	the	DET
agb-220	158	53	location	location	NOUN
agb-220	158	54	parameter	parameter	NOUN
agb-220	158	55	,	,	PUNCT
agb-220	158	56	�	�	PROPN
agb-220	158	57	̂	̂	VERB
agb-220	158	58	�	�	NOUN
agb-220	158	59	represents	represent	VERB
agb-220	158	60	scale	scale	NOUN
agb-220	158	61	parameter	parameter	NOUN
agb-220	158	62	,	,	PUNCT
agb-220	158	63	̂	̂	NOUN
agb-220	158	64	signify	signify	VERB
agb-220	158	65	the	the	DET
agb-220	158	66	shape	shape	NOUN
agb-220	158	67	parameter	parameter	NOUN
agb-220	158	68	,	,	PUNCT
agb-220	158	69	𝑇	𝑇	PROPN
agb-220	158	70	denotes	denote	VERB
agb-220	158	71	the	the	DET
agb-220	158	72	return	return	NOUN
agb-220	158	73	period	period	NOUN
agb-220	158	74	,	,	PUNCT
agb-220	158	75			PUNCT
agb-220	158	76	𝑦	𝑦	PRON
agb-220	158	77	correspond	correspond	VERB
agb-220	158	78	to	to	ADP
agb-220	158	79	the	the	DET
agb-220	158	80	average	average	ADJ
agb-220	158	81	number	number	NOUN
agb-220	158	82	of	of	ADP
agb-220	158	83	days	day	NOUN
agb-220	158	84	per	per	ADP
agb-220	158	85	year	year	NOUN
agb-220	158	86	and	and	CCONJ
agb-220	158	87	𝜇	𝜇	PROPN
agb-220	158	88	denotes	denote	VERB
agb-220	158	89	the	the	DET
agb-220	158	90	estimated	estimate	VERB
agb-220	158	91	probability	probability	NOUN
agb-220	158	92	of	of	ADP
agb-220	158	93	the	the	DET
agb-220	158	94	pot	pot	NOUN
agb-220	158	95	.	.	PUNCT
agb-220	159	1	data	datum	NOUN
agb-220	159	2	pertaining	pertain	VERB
agb-220	159	3	to	to	ADP
agb-220	159	4	the	the	DET
agb-220	159	5	daily	daily	ADJ
agb-220	159	6	cumulative	cumulative	ADJ
agb-220	159	7	precipitation	precipitation	NOUN
agb-220	159	8	spanning	span	VERB
agb-220	159	9	the	the	DET
agb-220	159	10	period	period	NOUN
agb-220	159	11	from	from	ADP
agb-220	159	12	2012	2012	NUM
agb-220	159	13	to	to	ADP
agb-220	159	14	2022	2022	NUM
agb-220	159	15	is	be	AUX
agb-220	159	16	sourced	source	VERB
agb-220	159	17	from	from	ADP
agb-220	159	18	the	the	DET
agb-220	159	19	satellite	satellite	NOUN
agb-220	159	20	data	datum	NOUN
agb-220	159	21	provided	provide	VERB
agb-220	159	22	by	by	ADP
agb-220	159	23	the	the	DET
agb-220	159	24	noaa	noaa	PROPN
agb-220	159	25	physical	physical	PROPN
agb-220	159	26	sciences	sciences	PROPN
agb-220	159	27	laboratory	laboratory	NOUN
agb-220	159	28	(	(	PUNCT
agb-220	159	29	https://psl.noaa.gov/	https://psl.noaa.gov/	NOUN
agb-220	159	30	)	)	PUNCT
agb-220	159	31	.	.	PUNCT
agb-220	160	1	research	research	NOUN
agb-220	160	2	findings	finding	VERB
agb-220	160	3	the	the	DET
agb-220	160	4	research	research	NOUN
agb-220	160	5	outcomes	outcome	NOUN
agb-220	160	6	concerning	concern	VERB
agb-220	160	7	the	the	DET
agb-220	160	8	involvement	involvement	NOUN
agb-220	160	9	of	of	ADP
agb-220	160	10	the	the	DET
agb-220	160	11	public	public	ADJ
agb-220	160	12	sector	sector	NOUN
agb-220	160	13	in	in	ADP
agb-220	160	14	thai	thai	ADJ
agb-220	160	15	agricultural	agricultural	ADJ
agb-220	160	16	insurance	insurance	NOUN
agb-220	160	17	,	,	PUNCT
agb-220	160	18	aimed	aim	VERB
agb-220	160	19	at	at	ADP
agb-220	160	20	enhancing	enhance	VERB
agb-220	160	21	the	the	DET
agb-220	160	22	efficacy	efficacy	NOUN
agb-220	160	23	of	of	ADP
agb-220	160	24	insurance	insurance	NOUN
agb-220	160	25	and	and	CCONJ
agb-220	160	26	risk	risk	NOUN
agb-220	160	27	management	management	NOUN
agb-220	160	28	,	,	PUNCT
agb-220	160	29	unveil	unveil	VERB
agb-220	160	30	a	a	DET
agb-220	160	31	notable	notable	ADJ
agb-220	160	32	deficiency	deficiency	NOUN
agb-220	160	33	in	in	ADP
agb-220	160	34	information	information	NOUN
agb-220	160	35	,	,	PUNCT
agb-220	160	36	comprehension	comprehension	NOUN
agb-220	160	37	,	,	PUNCT
agb-220	160	38	awareness	awareness	NOUN
agb-220	160	39	,	,	PUNCT
agb-220	160	40	and	and	CCONJ
agb-220	160	41	knowledge	knowledge	NOUN
agb-220	160	42	regarding	regard	VERB
agb-220	160	43	agricultural	agricultural	ADJ
agb-220	160	44	insurance	insurance	NOUN
agb-220	160	45	among	among	ADP
agb-220	160	46	thai	thai	ADJ
agb-220	160	47	farmers	farmer	NOUN
agb-220	160	48	across	across	ADP
agb-220	160	49	diverse	diverse	ADJ
agb-220	160	50	agricultural	agricultural	ADJ
agb-220	160	51	domains	domain	NOUN
agb-220	160	52	.	.	PUNCT
agb-220	161	1	this	this	DET
agb-220	161	2	revelation	revelation	NOUN
agb-220	161	3	is	be	AUX
agb-220	161	4	unexpected	unexpected	ADJ
agb-220	161	5	considering	consider	VERB
agb-220	161	6	the	the	DET
agb-220	161	7	exposure	exposure	NOUN
agb-220	161	8	of	of	ADP
agb-220	161	9	these	these	DET
agb-220	161	10	farmers	farmer	NOUN
agb-220	161	11	to	to	ADP
agb-220	161	12	numerous	numerous	ADJ
agb-220	161	13	natural	natural	ADJ
agb-220	161	14	disasters	disaster	NOUN
agb-220	161	15	and	and	CCONJ
agb-220	161	16	climate	climate	NOUN
agb-220	161	17	change	change	NOUN
agb-220	161	18	risks	risk	NOUN
agb-220	161	19	.	.	PUNCT
agb-220	162	1	additionally	additionally	ADV
agb-220	162	2	,	,	PUNCT
agb-220	162	3	a	a	DET
agb-220	162	4	substantial	substantial	ADJ
agb-220	162	5	proportion	proportion	NOUN
agb-220	162	6	of	of	ADP
agb-220	162	7	farming	farming	NOUN
agb-220	162	8	households	household	NOUN
agb-220	162	9	grapple	grapple	ADJ
agb-220	162	10	with	with	ADP
agb-220	162	11	poverty	poverty	NOUN
agb-220	162	12	,	,	PUNCT
agb-220	162	13	impeding	impede	VERB
agb-220	162	14	the	the	DET
agb-220	162	15	voluntary	voluntary	ADJ
agb-220	162	16	adoption	adoption	NOUN
agb-220	162	17	of	of	ADP
agb-220	162	18	agricultural	agricultural	ADJ
agb-220	162	19	insurance	insurance	NOUN
agb-220	162	20	by	by	ADP
agb-220	162	21	thai	thai	ADJ
agb-220	162	22	farmers	farmer	NOUN
agb-220	162	23	and	and	CCONJ
agb-220	162	24	resulting	result	VERB
agb-220	162	25	in	in	ADP
agb-220	162	26	a	a	DET
agb-220	162	27	relatively	relatively	ADV
agb-220	162	28	low	low	ADJ
agb-220	162	29	penetration	penetration	NOUN
agb-220	162	30	rate	rate	NOUN
agb-220	162	31	.	.	PUNCT
agb-220	163	1	moreover	moreover	ADV
agb-220	163	2	,	,	PUNCT
agb-220	163	3	the	the	DET
agb-220	163	4	prevalent	prevalent	ADJ
agb-220	163	5	adoption	adoption	NOUN
agb-220	163	6	of	of	ADP
agb-220	163	7	calamity	calamity	NOUN
agb-220	163	8	-	-	PUNCT
agb-220	163	9	based	base	VERB
agb-220	163	10	pay	pay	NOUN
agb-220	163	11	-	-	PUNCT
agb-220	163	12	out	out	ADP
agb-220	163	13	schemes	scheme	NOUN
agb-220	163	14	in	in	ADP
agb-220	163	15	many	many	ADJ
agb-220	163	16	crop	crop	NOUN
agb-220	163	17	insurance	insurance	NOUN
agb-220	163	18	products	product	NOUN
agb-220	163	19	has	have	AUX
agb-220	163	20	contributed	contribute	VERB
agb-220	163	21	to	to	ADP
agb-220	163	22	negative	negative	ADJ
agb-220	163	23	perceptions	perception	NOUN
agb-220	163	24	,	,	PUNCT
agb-220	163	25	attitudes	attitude	NOUN
agb-220	163	26	,	,	PUNCT
agb-220	163	27	and	and	CCONJ
agb-220	163	28	low	low	ADJ
agb-220	163	29	levels	level	NOUN
agb-220	163	30	of	of	ADP
agb-220	163	31	trust	trust	NOUN
agb-220	163	32	among	among	ADP
agb-220	163	33	insured	insured	ADJ
agb-220	163	34	farmers	farmer	NOUN
agb-220	163	35	towards	towards	ADP
agb-220	163	36	agricultural	agricultural	ADJ
agb-220	163	37	insurance	insurance	NOUN
agb-220	163	38	.	.	PUNCT
agb-220	164	1	nevertheless	nevertheless	ADV
agb-220	164	2	,	,	PUNCT
agb-220	164	3	the	the	DET
agb-220	164	4	study	study	NOUN
agb-220	164	5	indicates	indicate	VERB
agb-220	164	6	that	that	SCONJ
agb-220	164	7	impoverished	impoverished	ADJ
agb-220	164	8	thai	thai	ADJ
agb-220	164	9	farmers	farmer	NOUN
agb-220	164	10	,	,	PUNCT
agb-220	164	11	particularly	particularly	ADV
agb-220	164	12	those	those	PRON
agb-220	164	13	engaged	engage	VERB
agb-220	164	14	in	in	ADP
agb-220	164	15	crop	crop	NOUN
agb-220	164	16	and	and	CCONJ
agb-220	164	17	livestock	livestock	NOUN
agb-220	164	18	farming	farming	NOUN
agb-220	164	19	,	,	PUNCT
agb-220	164	20	express	express	VERB
agb-220	164	21	interest	interest	NOUN
agb-220	164	22	and	and	CCONJ
agb-220	164	23	willingness	willingness	NOUN
agb-220	164	24	to	to	PART
agb-220	164	25	participate	participate	VERB
agb-220	164	26	voluntarily	voluntarily	ADV
agb-220	164	27	in	in	ADP
agb-220	164	28	agricultural	agricultural	ADJ
agb-220	164	29	insurance	insurance	NOUN
agb-220	164	30	if	if	SCONJ
agb-220	164	31	they	they	PRON
agb-220	164	32	are	be	AUX
agb-220	164	33	offered	offer	VERB
agb-220	164	34	a	a	DET
agb-220	164	35	premium	premium	NOUN
agb-220	164	36	subsidy	subsidy	NOUN
agb-220	164	37	ranging	range	VERB
agb-220	164	38	from	from	ADP
agb-220	164	39	50	50	NUM
agb-220	164	40	%	%	NOUN
agb-220	164	41	to	to	PART
agb-220	164	42	70	70	NUM
agb-220	164	43	%	%	NOUN
agb-220	164	44	.	.	PUNCT
agb-220	165	1	in	in	ADP
agb-220	165	2	contrast	contrast	NOUN
agb-220	165	3	,	,	PUNCT
agb-220	165	4	aquaculture	aquaculture	NOUN
agb-220	165	5	producers	producer	NOUN
agb-220	165	6	express	express	VERB
agb-220	165	7	a	a	DET
agb-220	165	8	demand	demand	NOUN
agb-220	165	9	for	for	ADP
agb-220	165	10	voluntary	voluntary	ADJ
agb-220	165	11	aquaculture	aquaculture	NOUN
agb-220	165	12	insurance	insurance	NOUN
agb-220	165	13	even	even	ADV
agb-220	165	14	without	without	ADP
agb-220	165	15	premium	premium	NOUN
agb-220	165	16	subsidies	subsidy	NOUN
agb-220	165	17	.	.	PUNCT
agb-220	166	1	concerning	concern	VERB
agb-220	166	2	insurance	insurance	NOUN
agb-220	166	3	coverage	coverage	NOUN
agb-220	166	4	,	,	PUNCT
agb-220	166	5	farmers	farmer	NOUN
agb-220	166	6	exhibit	exhibit	VERB
agb-220	166	7	a	a	DET
agb-220	166	8	preference	preference	NOUN
agb-220	166	9	for	for	ADP
agb-220	166	10	yield	yield	NOUN
agb-220	166	11	-	-	PUNCT
agb-220	166	12	based	base	VERB
agb-220	166	13	insurance	insurance	NOUN
agb-220	166	14	products	product	NOUN
agb-220	166	15	to	to	PART
agb-220	166	16	mitigate	mitigate	VERB
agb-220	166	17	yield	yield	NOUN
agb-220	166	18	loss	loss	NOUN
agb-220	166	19	,	,	PUNCT
agb-220	166	20	displaying	display	VERB
agb-220	166	21	diminished	diminished	ADJ
agb-220	166	22	interest	interest	NOUN
agb-220	166	23	in	in	ADP
agb-220	166	24	revenue	revenue	NOUN
agb-220	166	25	-	-	PUNCT
agb-220	166	26	based	base	VERB
agb-220	166	27	insurance	insurance	NOUN
agb-220	166	28	.	.	PUNCT
agb-220	167	1	moreover	moreover	ADV
agb-220	167	2	,	,	PUNCT
agb-220	167	3	the	the	DET
agb-220	167	4	study	study	NOUN
agb-220	167	5	's	's	PART
agb-220	167	6	analysis	analysis	NOUN
agb-220	167	7	reveals	reveal	VERB
agb-220	167	8	unfavourable	unfavourable	ADJ
agb-220	167	9	outcomes	outcome	NOUN
agb-220	167	10	for	for	ADP
agb-220	167	11	thailand	thailand	PROPN
agb-220	167	12	's	's	PART
agb-220	167	13	private	private	ADJ
agb-220	167	14	insurance	insurance	NOUN
agb-220	167	15	sector	sector	NOUN
agb-220	167	16	,	,	PUNCT
agb-220	167	17	evidenced	evidence	VERB
agb-220	167	18	by	by	ADP
agb-220	167	19	high	high	ADJ
agb-220	167	20	loss	loss	NOUN
agb-220	167	21	ratios	ratio	NOUN
agb-220	167	22	in	in	ADP
agb-220	167	23	npci	npci	ADJ
agb-220	167	24	rice	rice	NOUN
agb-220	167	25	and	and	CCONJ
agb-220	167	26	maize	maize	NOUN
agb-220	167	27	insurance	insurance	NOUN
agb-220	167	28	.	.	PUNCT
agb-220	168	1	this	this	PRON
agb-220	168	2	poses	pose	VERB
agb-220	168	3	a	a	DET
agb-220	168	4	substantial	substantial	ADJ
agb-220	168	5	threat	threat	NOUN
agb-220	168	6	to	to	ADP
agb-220	168	7	the	the	DET
agb-220	168	8	profitability	profitability	NOUN
agb-220	168	9	and	and	CCONJ
agb-220	168	10	viability	viability	NOUN
agb-220	168	11	of	of	ADP
agb-220	168	12	insurers	insurer	NOUN
agb-220	168	13	.	.	PUNCT
agb-220	169	1	in	in	ADP
agb-220	169	2	-	-	PUNCT
agb-220	169	3	depth	depth	NOUN
agb-220	169	4	interviews	interview	NOUN
agb-220	169	5	conducted	conduct	VERB
agb-220	169	6	for	for	ADP
agb-220	169	7	the	the	DET
agb-220	169	8	study	study	NOUN
agb-220	169	9	distinctly	distinctly	ADV
agb-220	169	10	convey	convey	VERB
agb-220	169	11	that	that	SCONJ
agb-220	169	12	private	private	ADJ
agb-220	169	13	insurers	insurer	NOUN
agb-220	169	14	in	in	ADP
agb-220	169	15	thailand	thailand	PROPN
agb-220	169	16	actively	actively	ADV
agb-220	169	17	seek	seek	VERB
agb-220	169	18	governmental	governmental	ADJ
agb-220	169	19	support	support	NOUN
agb-220	169	20	to	to	PART
agb-220	169	21	transfer	transfer	VERB
agb-220	169	22	agricultural	agricultural	ADJ
agb-220	169	23	risks	risk	NOUN
agb-220	169	24	from	from	ADP
agb-220	169	25	the	the	DET
agb-220	169	26	private	private	ADJ
agb-220	169	27	sector	sector	NOUN
agb-220	169	28	,	,	PUNCT
agb-220	169	29	particularly	particularly	ADV
agb-220	169	30	in	in	ADP
agb-220	169	31	instances	instance	NOUN
agb-220	169	32	of	of	ADP
agb-220	169	33	natural	natural	ADJ
agb-220	169	34	disasters	disaster	NOUN
agb-220	169	35	,	,	PUNCT
agb-220	169	36	where	where	SCONJ
agb-220	169	37	the	the	DET
agb-220	169	38	loss	loss	NOUN
agb-220	169	39	ratio	ratio	NOUN
agb-220	169	40	surpasses	surpass	VERB
agb-220	169	41	120	120	NUM
agb-220	169	42	%	%	NOUN
agb-220	169	43	or	or	CCONJ
agb-220	169	44	130	130	NUM
agb-220	169	45	%	%	NOUN
agb-220	169	46	.	.	PUNCT
agb-220	170	1	this	this	DET
agb-220	170	2	assistance	assistance	NOUN
agb-220	170	3	would	would	AUX
agb-220	170	4	result	result	VERB
agb-220	170	5	in	in	ADP
agb-220	170	6	cost	cost	NOUN
agb-220	170	7	reductions	reduction	NOUN
agb-220	170	8	and	and	CCONJ
agb-220	170	9	improve	improve	VERB
agb-220	170	10	affordability	affordability	NOUN
agb-220	170	11	for	for	ADP
agb-220	170	12	insurers	insurer	NOUN
agb-220	170	13	.	.	PUNCT
agb-220	171	1	ultimately	ultimately	ADV
agb-220	171	2	,	,	PUNCT
agb-220	171	3	the	the	DET
agb-220	171	4	results	result	NOUN
agb-220	171	5	underscore	underscore	VERB
agb-220	171	6	the	the	DET
agb-220	171	7	shared	share	VERB
agb-220	171	8	perspective	perspective	NOUN
agb-220	171	9	among	among	ADP
agb-220	171	10	regulators	regulator	NOUN
agb-220	171	11	,	,	PUNCT
agb-220	171	12	agricultural	agricultural	ADJ
agb-220	171	13	and	and	CCONJ
agb-220	171	14	insurance	insurance	NOUN
agb-220	171	15	experts	expert	NOUN
agb-220	171	16	,	,	PUNCT
agb-220	171	17	and	and	CCONJ
agb-220	171	18	the	the	DET
agb-220	171	19	private	private	ADJ
agb-220	171	20	insurance	insurance	NOUN
agb-220	171	21	sector	sector	NOUN
agb-220	171	22	concerning	concern	VERB
agb-220	171	23	dedicated	dedicate	VERB
agb-220	171	24	agricultural	agricultural	ADJ
agb-220	171	25	insurance	insurance	NOUN
agb-220	171	26	legislation	legislation	NOUN
agb-220	171	27	and	and	CCONJ
agb-220	171	28	the	the	DET
agb-220	171	29	need	need	NOUN
agb-220	171	30	for	for	ADP
agb-220	171	31	robust	robust	ADJ
agb-220	171	32	public	public	ADJ
agb-220	171	33	-	-	PUNCT
agb-220	171	34	private	private	ADJ
agb-220	171	35	partnerships	partnership	NOUN
agb-220	171	36	in	in	ADP
agb-220	171	37	thai	thai	ADJ
agb-220	171	38	agricultural	agricultural	ADJ
agb-220	171	39	insurance	insurance	NOUN
agb-220	171	40	.	.	PUNCT
agb-220	172	1	there	there	PRON
agb-220	172	2	is	be	VERB
agb-220	172	3	a	a	DET
agb-220	172	4	widespread	widespread	ADJ
agb-220	172	5	consensus	consensus	NOUN
agb-220	172	6	that	that	SCONJ
agb-220	172	7	these	these	DET
agb-220	172	8	partnerships	partnership	NOUN
agb-220	172	9	should	should	AUX
agb-220	172	10	be	be	AUX
agb-220	172	11	sustained	sustain	VERB
agb-220	172	12	and	and	CCONJ
agb-220	172	13	expanded	expand	VERB
agb-220	172	14	to	to	PART
agb-220	172	15	foster	foster	VERB
agb-220	172	16	the	the	DET
agb-220	172	17	development	development	NOUN
agb-220	172	18	of	of	ADP
agb-220	172	19	resilient	resilient	ADJ
agb-220	172	20	agricultural	agricultural	ADJ
agb-220	172	21	insurance	insurance	NOUN
agb-220	172	22	programs	program	NOUN
agb-220	172	23	.	.	PUNCT
agb-220	173	1	moreover	moreover	ADV
agb-220	173	2	,	,	PUNCT
agb-220	173	3	it	it	PRON
agb-220	173	4	is	be	AUX
agb-220	173	5	highlighted	highlight	VERB
agb-220	173	6	that	that	SCONJ
agb-220	173	7	a	a	DET
agb-220	173	8	conducive	conducive	ADJ
agb-220	173	9	legal	legal	ADJ
agb-220	173	10	and	and	CCONJ
agb-220	173	11	regulatory	regulatory	ADJ
agb-220	173	12	framework	framework	NOUN
agb-220	173	13	is	be	AUX
agb-220	173	14	imperative	imperative	ADJ
agb-220	173	15	for	for	ADP
agb-220	173	16	the	the	DET
agb-220	173	17	establishment	establishment	NOUN
agb-220	173	18	and	and	CCONJ
agb-220	173	19	implementation	implementation	NOUN
agb-220	173	20	of	of	ADP
agb-220	173	21	a	a	DET
agb-220	173	22	sustainable	sustainable	ADJ
agb-220	173	23	agricultural	agricultural	ADJ
agb-220	173	24	insurance	insurance	NOUN
agb-220	173	25	system	system	NOUN
agb-220	173	26	in	in	ADP
agb-220	173	27	the	the	DET
agb-220	173	28	country	country	NOUN
agb-220	173	29	.	.	PUNCT
agb-220	174	1	agricultural	agricultural	ADJ
agb-220	174	2	insurance	insurance	NOUN
agb-220	174	3	legislation	legislation	NOUN
agb-220	174	4	should	should	AUX
agb-220	174	5	empower	empower	VERB
agb-220	174	6	the	the	DET
agb-220	174	7	thai	thai	ADJ
agb-220	174	8	government	government	NOUN
agb-220	174	9	to	to	PART
agb-220	174	10	provide	provide	VERB
agb-220	174	11	public	public	ADJ
agb-220	174	12	support	support	NOUN
agb-220	174	13	and	and	CCONJ
agb-220	174	14	subsidies	subsidy	NOUN
agb-220	174	15	without	without	ADP
agb-220	174	16	reliance	reliance	NOUN
agb-220	174	17	on	on	ADP
agb-220	174	18	annual	annual	ADJ
agb-220	174	19	cabinet	cabinet	NOUN
agb-220	174	20	approvals	approval	NOUN
agb-220	174	21	and	and	CCONJ
agb-220	174	22	resolutions	resolution	NOUN
agb-220	174	23	.	.	PUNCT
agb-220	175	1	the	the	DET
agb-220	175	2	research	research	NOUN
agb-220	175	3	findings	finding	NOUN
agb-220	175	4	concerning	concern	VERB
agb-220	175	5	area	area	NOUN
agb-220	175	6	-	-	PUNCT
agb-220	175	7	yield	yield	NOUN
agb-220	175	8	rice	rice	NOUN
agb-220	175	9	crop	crop	NOUN
agb-220	175	10	insurance	insurance	NOUN
agb-220	175	11	unveil	unveil	X
agb-220	175	12	notable	notable	ADJ
agb-220	175	13	statistical	statistical	ADJ
agb-220	175	14	correlations	correlation	NOUN
agb-220	175	15	among	among	ADP
agb-220	175	16	variables	variable	NOUN
agb-220	175	17	,	,	PUNCT
agb-220	175	18	as	as	ADV
agb-220	175	19	delineated	delineated	ADJ
agb-220	175	20	in	in	ADP
agb-220	175	21	table	table	NOUN
agb-220	175	22	2	2	NUM
agb-220	175	23	.	.	PUNCT
agb-220	175	24	specifically	specifically	ADV
agb-220	175	25	,	,	PUNCT
agb-220	175	26	flood	flood	NOUN
agb-220	175	27	depth	depth	NOUN
agb-220	175	28	and	and	CCONJ
agb-220	175	29	flood	flood	NOUN
agb-220	175	30	duration	duration	NOUN
agb-220	175	31	manifest	manifest	VERB
agb-220	175	32	a	a	DET
agb-220	175	33	negative	negative	ADJ
agb-220	175	34	correlation	correlation	NOUN
agb-220	175	35	with	with	ADP
agb-220	175	36	the	the	DET
agb-220	175	37	production	production	NOUN
agb-220	175	38	rate	rate	NOUN
agb-220	175	39	,	,	PUNCT
agb-220	175	40	indicated	indicate	VERB
agb-220	175	41	by	by	ADP
agb-220	175	42	correlation	correlation	NOUN
agb-220	175	43	coefficients	coefficient	NOUN
agb-220	175	44	of	of	ADP
agb-220	175	45	-0.661	-0.661	NUM
agb-220	175	46	and	and	CCONJ
agb-220	175	47	-0.631	-0.631	NOUN
agb-220	175	48	,	,	PUNCT
agb-220	175	49	respectively	respectively	ADV
agb-220	175	50	.	.	PUNCT
agb-220	176	1	this	this	PRON
agb-220	176	2	implies	imply	VERB
agb-220	176	3	that	that	SCONJ
agb-220	176	4	an	an	DET
agb-220	176	5	extended	extended	ADJ
agb-220	176	6	duration	duration	NOUN
agb-220	176	7	of	of	ADP
agb-220	176	8	submergence	submergence	NOUN
agb-220	176	9	or	or	CCONJ
agb-220	176	10	an	an	DET
agb-220	176	11	https://psl.noaa.gov/	https://psl.noaa.gov/	NOUN
agb-220	176	12	agbioforum	agbioforum	NOUN
agb-220	176	13	,	,	PUNCT
agb-220	176	14	25(2	25(2	NUM
agb-220	176	15	)	)	PUNCT
agb-220	176	16	,	,	PUNCT
agb-220	176	17	2023	2023	NUM
agb-220	176	18	|	|	CCONJ
agb-220	176	19	135	135	NUM
agb-220	176	20	chaiyawat	chaiyawat	VERB
agb-220	176	21	et	et	PROPN
agb-220	176	22	al	al	PROPN
agb-220	176	23	.	.	PROPN
agb-220	176	24	—	—	PUNCT
agb-220	176	25	enhancing	enhance	VERB
agb-220	176	26	the	the	DET
agb-220	176	27	effectiveness	effectiveness	NOUN
agb-220	176	28	of	of	ADP
agb-220	176	29	insurance	insurance	NOUN
agb-220	176	30	risk	risk	NOUN
agb-220	176	31	management	management	NOUN
agb-220	176	32	in	in	ADP
agb-220	176	33	the	the	DET
agb-220	176	34	agricultural	agricultural	ADJ
agb-220	176	35	,	,	PUNCT
agb-220	176	36	livestock	livestock	NOUN
agb-220	176	37	,	,	PUNCT
agb-220	176	38	and	and	CCONJ
agb-220	176	39	fishery	fishery	NOUN
agb-220	176	40	sectors	sector	NOUN
agb-220	176	41	in	in	ADP
agb-220	176	42	thailand	thailand	PROPN
agb-220	176	43	elevated	elevated	ADJ
agb-220	176	44	water	water	NOUN
agb-220	176	45	level	level	NOUN
agb-220	176	46	in	in	ADP
agb-220	176	47	the	the	DET
agb-220	176	48	rice	rice	NOUN
agb-220	176	49	paddy	paddy	NOUN
agb-220	176	50	is	be	AUX
agb-220	176	51	associated	associate	VERB
agb-220	176	52	with	with	ADP
agb-220	176	53	a	a	DET
agb-220	176	54	decline	decline	NOUN
agb-220	176	55	in	in	ADP
agb-220	176	56	rice	rice	NOUN
agb-220	176	57	production	production	NOUN
agb-220	176	58	.	.	PUNCT
agb-220	177	1	additionally	additionally	ADV
agb-220	177	2	,	,	PUNCT
agb-220	177	3	the	the	DET
agb-220	177	4	rice	rice	NOUN
agb-220	177	5	state	state	NOUN
agb-220	177	6	exhibits	exhibit	VERB
agb-220	177	7	a	a	DET
agb-220	177	8	negative	negative	ADJ
agb-220	177	9	correlation	correlation	NOUN
agb-220	177	10	with	with	ADP
agb-220	177	11	the	the	DET
agb-220	177	12	production	production	NOUN
agb-220	177	13	rate	rate	NOUN
agb-220	177	14	,	,	PUNCT
agb-220	177	15	with	with	ADP
agb-220	177	16	a	a	DET
agb-220	177	17	correlation	correlation	NOUN
agb-220	177	18	coefficient	coefficient	NOUN
agb-220	177	19	of	of	ADP
agb-220	177	20	-0.308	-0.308	PROPN
agb-220	177	21	.	.	PUNCT
agb-220	178	1	this	this	PRON
agb-220	178	2	implies	imply	VERB
agb-220	178	3	that	that	SCONJ
agb-220	178	4	the	the	DET
agb-220	178	5	rice	rice	NOUN
agb-220	178	6	lifecycle	lifecycle	NOUN
agb-220	178	7	,	,	PUNCT
agb-220	178	8	particularly	particularly	ADV
agb-220	178	9	post	post	VERB
agb-220	178	10	the	the	DET
agb-220	178	11	booting	booting	NOUN
agb-220	178	12	stage	stage	NOUN
agb-220	178	13	,	,	PUNCT
agb-220	178	14	is	be	AUX
agb-220	178	15	more	more	ADV
agb-220	178	16	vulnerable	vulnerable	ADJ
agb-220	178	17	to	to	ADP
agb-220	178	18	the	the	DET
agb-220	178	19	detrimental	detrimental	ADJ
agb-220	178	20	effects	effect	NOUN
agb-220	178	21	of	of	ADP
agb-220	178	22	floods	flood	NOUN
agb-220	178	23	,	,	PUNCT
agb-220	178	24	resulting	result	VERB
agb-220	178	25	in	in	ADP
agb-220	178	26	a	a	DET
agb-220	178	27	reduction	reduction	NOUN
agb-220	178	28	in	in	ADP
agb-220	178	29	the	the	DET
agb-220	178	30	production	production	NOUN
agb-220	178	31	rate	rate	NOUN
agb-220	178	32	.	.	PUNCT
agb-220	179	1	table	table	NOUN
agb-220	179	2	2	2	NUM
agb-220	179	3	.	.	PUNCT
agb-220	179	4	correlation	correlation	NOUN
agb-220	179	5	among	among	ADP
agb-220	179	6	flood	flood	NOUN
agb-220	179	7	depth	depth	NOUN
agb-220	179	8	,	,	PUNCT
agb-220	179	9	flood	flood	NOUN
agb-220	179	10	duration	duration	NOUN
agb-220	179	11	,	,	PUNCT
agb-220	179	12	rice	rice	NOUN
agb-220	179	13	state	state	NOUN
agb-220	179	14	,	,	PUNCT
agb-220	179	15	and	and	CCONJ
agb-220	179	16	production	production	NOUN
agb-220	179	17	rate	rate	NOUN
agb-220	179	18	flood	flood	NOUN
agb-220	179	19	depth	depth	NOUN
agb-220	179	20	flood	flood	NOUN
agb-220	179	21	duration	duration	NOUN
agb-220	179	22	rice	rice	NOUN
agb-220	179	23	state	state	NOUN
agb-220	179	24	production	production	NOUN
agb-220	179	25	rate	rate	NOUN
agb-220	179	26	flood	flood	NOUN
agb-220	179	27	depth	depth	NOUN
agb-220	179	28	1.000	1.000	NUM
agb-220	179	29	0.442	0.442	NUM
agb-220	179	30	*	*	PUNCT
agb-220	179	31	*	*	PUNCT
agb-220	179	32	*	*	PUNCT
agb-220	179	33	0.204	0.204	NUM
agb-220	179	34	*	*	PUNCT
agb-220	179	35	*	*	NOUN
agb-220	180	1	−	−	ADP
agb-220	180	2	0.661	0.661	NUM
agb-220	180	3	*	*	PUNCT
agb-220	180	4	*	*	PUNCT
agb-220	180	5	*	*	PUNCT
agb-220	180	6	flood	flood	NOUN
agb-220	180	7	duration	duration	NOUN
agb-220	180	8	1.000	1.000	NUM
agb-220	180	9	0.171	0.171	NUM
agb-220	180	10	*	*	PUNCT
agb-220	180	11	*	*	PUNCT
agb-220	181	1	−	−	ADP
agb-220	181	2	0.631	0.631	NUM
agb-220	181	3	*	*	PUNCT
agb-220	181	4	*	*	PUNCT
agb-220	181	5	*	*	PUNCT
agb-220	181	6	rice	rice	NOUN
agb-220	181	7	state	state	NOUN
agb-220	181	8	1.000	1.000	NUM
agb-220	181	9	−	−	NOUN
agb-220	181	10	0.308	0.308	NUM
agb-220	181	11	*	*	PUNCT
agb-220	181	12	*	*	PUNCT
agb-220	181	13	*	*	PUNCT
agb-220	181	14	production	production	NOUN
agb-220	181	15	rate	rate	NOUN
agb-220	181	16	1.000	1.000	NUM
agb-220	181	17	note	note	NOUN
agb-220	181	18	:	:	PUNCT
agb-220	181	19	*	*	PUNCT
agb-220	181	20	*	*	PUNCT
agb-220	181	21	*	*	PUNCT
agb-220	181	22	significant	significant	ADJ
agb-220	181	23	level	level	NOUN
agb-220	181	24	at	at	ADP
agb-220	181	25	0.01	0.01	NUM
agb-220	181	26	*	*	PUNCT
agb-220	181	27	*	*	PUNCT
agb-220	181	28	significant	significant	ADJ
agb-220	181	29	level	level	NOUN
agb-220	181	30	at	at	ADP
agb-220	181	31	0.05	0.05	NUM
agb-220	181	32	the	the	DET
agb-220	181	33	results	result	NOUN
agb-220	181	34	of	of	ADP
agb-220	181	35	the	the	DET
agb-220	181	36	study	study	NOUN
agb-220	181	37	reveal	reveal	VERB
agb-220	181	38	a	a	DET
agb-220	181	39	robust	robust	ADJ
agb-220	181	40	accuracy	accuracy	NOUN
agb-220	181	41	level	level	NOUN
agb-220	181	42	in	in	ADP
agb-220	181	43	predicting	predict	VERB
agb-220	181	44	rice	rice	NOUN
agb-220	181	45	yield	yield	NOUN
agb-220	181	46	loss	loss	NOUN
agb-220	181	47	using	use	VERB
agb-220	181	48	the	the	DET
agb-220	181	49	employed	employ	VERB
agb-220	181	50	models	model	NOUN
agb-220	181	51	.	.	PUNCT
agb-220	182	1	as	as	SCONJ
agb-220	182	2	depicted	depict	VERB
agb-220	182	3	in	in	ADP
agb-220	182	4	the	the	DET
agb-220	182	5	research	research	NOUN
agb-220	182	6	findings	finding	NOUN
agb-220	182	7	presented	present	VERB
agb-220	182	8	in	in	ADP
agb-220	182	9	table	table	NOUN
agb-220	182	10	3	3	NUM
agb-220	182	11	,	,	PUNCT
agb-220	182	12	the	the	DET
agb-220	182	13	2nd	2nd	ADJ
agb-220	182	14	and	and	CCONJ
agb-220	182	15	3rd	3rd	ADJ
agb-220	182	16	degree	degree	NOUN
agb-220	182	17	multivariate	multivariate	NOUN
agb-220	182	18	polynomial	polynomial	ADJ
agb-220	182	19	regression	regression	NOUN
agb-220	182	20	models	model	NOUN
agb-220	182	21	exhibit	exhibit	VERB
agb-220	182	22	an	an	DET
agb-220	182	23	r	r	NOUN
agb-220	182	24	-	-	PUNCT
agb-220	182	25	square	square	NOUN
agb-220	182	26	in	in	ADP
agb-220	182	27	the	the	DET
agb-220	182	28	range	range	NOUN
agb-220	182	29	of	of	ADP
agb-220	182	30	83	83	NUM
agb-220	182	31	-	-	SYM
agb-220	182	32	84	84	NUM
agb-220	182	33	%	%	NOUN
agb-220	182	34	.	.	PUNCT
agb-220	183	1	notably	notably	ADV
agb-220	183	2	,	,	PUNCT
agb-220	183	3	decision	decision	NOUN
agb-220	183	4	trees	tree	NOUN
agb-220	183	5	display	display	VERB
agb-220	183	6	the	the	DET
agb-220	183	7	highest	high	ADJ
agb-220	183	8	accuracy	accuracy	NOUN
agb-220	183	9	level	level	NOUN
agb-220	183	10	with	with	ADP
agb-220	183	11	an	an	DET
agb-220	183	12	r	r	NOUN
agb-220	183	13	-	-	PUNCT
agb-220	183	14	square	square	NOUN
agb-220	183	15	approximately	approximately	ADV
agb-220	183	16	at	at	ADP
agb-220	183	17	97	97	NUM
agb-220	183	18	%	%	NOUN
agb-220	183	19	,	,	PUNCT
agb-220	183	20	accompanied	accompany	VERB
agb-220	183	21	by	by	ADP
agb-220	183	22	the	the	DET
agb-220	183	23	lowest	low	ADJ
agb-220	183	24	mean	mean	ADJ
agb-220	183	25	absolute	absolute	ADJ
agb-220	183	26	error	error	NOUN
agb-220	183	27	(	(	PUNCT
agb-220	183	28	mae	mae	PROPN
agb-220	183	29	)	)	PUNCT
agb-220	183	30	of	of	ADP
agb-220	183	31	0.018	0.018	NUM
agb-220	183	32	and	and	CCONJ
agb-220	183	33	the	the	DET
agb-220	183	34	lowest	low	ADJ
agb-220	183	35	root	root	NOUN
agb-220	183	36	mean	mean	ADJ
agb-220	183	37	square	square	ADJ
agb-220	183	38	error	error	NOUN
agb-220	183	39	(	(	PUNCT
agb-220	183	40	rmse	rmse	NOUN
agb-220	183	41	)	)	PUNCT
agb-220	183	42	of	of	ADP
agb-220	183	43	0.041	0.041	NUM
agb-220	183	44	in	in	ADP
agb-220	183	45	predictions	prediction	NOUN
agb-220	183	46	.	.	PUNCT
agb-220	184	1	intriguingly	intriguingly	ADV
agb-220	184	2	,	,	PUNCT
agb-220	184	3	random	random	ADJ
agb-220	184	4	forests	forest	NOUN
agb-220	184	5	also	also	ADV
agb-220	184	6	demonstrate	demonstrate	VERB
agb-220	184	7	a	a	DET
agb-220	184	8	notable	notable	ADJ
agb-220	184	9	accuracy	accuracy	NOUN
agb-220	184	10	level	level	NOUN
agb-220	184	11	,	,	PUNCT
agb-220	184	12	showcasing	showcase	VERB
agb-220	184	13	an	an	DET
agb-220	184	14	r	r	NOUN
agb-220	184	15	-	-	PUNCT
agb-220	184	16	square	square	NOUN
agb-220	184	17	of	of	ADP
agb-220	184	18	approximately	approximately	ADV
agb-220	184	19	95	95	NUM
agb-220	184	20	%	%	NOUN
agb-220	184	21	,	,	PUNCT
agb-220	184	22	a	a	DET
agb-220	184	23	low	low	ADJ
agb-220	184	24	mae	mae	PROPN
agb-220	184	25	of	of	ADP
agb-220	184	26	0.020	0.020	NUM
agb-220	184	27	,	,	PUNCT
agb-220	184	28	and	and	CCONJ
agb-220	184	29	a	a	DET
agb-220	184	30	low	low	ADJ
agb-220	184	31	rmse	rmse	NOUN
agb-220	184	32	of	of	ADP
agb-220	184	33	0.050	0.050	NUM
agb-220	184	34	in	in	ADP
agb-220	184	35	prediction	prediction	NOUN
agb-220	184	36	.	.	PUNCT
agb-220	185	1	to	to	PART
agb-220	185	2	ensure	ensure	VERB
agb-220	185	3	the	the	DET
agb-220	185	4	robustness	robustness	NOUN
agb-220	185	5	and	and	CCONJ
agb-220	185	6	reliability	reliability	NOUN
agb-220	185	7	of	of	ADP
agb-220	185	8	the	the	DET
agb-220	185	9	study	study	NOUN
agb-220	185	10	's	's	PART
agb-220	185	11	findings	finding	NOUN
agb-220	185	12	,	,	PUNCT
agb-220	185	13	a	a	DET
agb-220	185	14	k	k	ADJ
agb-220	185	15	-	-	ADJ
agb-220	185	16	fold	fold	ADJ
agb-220	185	17	cross	cross	ADJ
agb-220	185	18	-	-	ADJ
agb-220	185	19	validation	validation	ADJ
agb-220	185	20	methodology	methodology	NOUN
agb-220	185	21	was	be	AUX
agb-220	185	22	employed	employ	VERB
agb-220	185	23	to	to	PART
agb-220	185	24	evaluate	evaluate	VERB
agb-220	185	25	the	the	DET
agb-220	185	26	performance	performance	NOUN
agb-220	185	27	of	of	ADP
agb-220	185	28	the	the	DET
agb-220	185	29	2nd	2nd	ADJ
agb-220	185	30	and	and	CCONJ
agb-220	185	31	3rd	3rd	ADJ
agb-220	185	32	degree	degree	NOUN
agb-220	185	33	multivariate	multivariate	NOUN
agb-220	185	34	polynomial	polynomial	ADJ
agb-220	185	35	regression	regression	NOUN
agb-220	185	36	,	,	PUNCT
agb-220	185	37	decision	decision	NOUN
agb-220	185	38	trees	tree	NOUN
agb-220	185	39	,	,	PUNCT
agb-220	185	40	and	and	CCONJ
agb-220	185	41	random	random	ADJ
agb-220	185	42	forests	forest	NOUN
agb-220	185	43	algorithms	algorithm	VERB
agb-220	185	44	.	.	PUNCT
agb-220	186	1	the	the	DET
agb-220	186	2	utilization	utilization	NOUN
agb-220	186	3	of	of	ADP
agb-220	186	4	cross	cross	ADJ
agb-220	186	5	-	-	ADJ
agb-220	186	6	validation	validation	NOUN
agb-220	186	7	allowed	allow	VERB
agb-220	186	8	for	for	ADP
agb-220	186	9	the	the	DET
agb-220	186	10	assessment	assessment	NOUN
agb-220	186	11	of	of	ADP
agb-220	186	12	these	these	DET
agb-220	186	13	algorithms	algorithm	NOUN
agb-220	186	14	'	'	PART
agb-220	186	15	performance	performance	NOUN
agb-220	186	16	across	across	ADP
agb-220	186	17	various	various	ADJ
agb-220	186	18	train	train	NOUN
agb-220	186	19	and	and	CCONJ
agb-220	186	20	test	test	NOUN
agb-220	186	21	dataset	dataset	NOUN
agb-220	186	22	configurations	configuration	NOUN
agb-220	186	23	,	,	PUNCT
agb-220	186	24	facilitating	facilitate	VERB
agb-220	186	25	a	a	DET
agb-220	186	26	comprehensive	comprehensive	ADJ
agb-220	186	27	analysis	analysis	NOUN
agb-220	186	28	of	of	ADP
agb-220	186	29	their	their	PRON
agb-220	186	30	predictive	predictive	ADJ
agb-220	186	31	capabilities	capability	NOUN
agb-220	186	32	.	.	PUNCT
agb-220	187	1	the	the	DET
agb-220	187	2	average	average	ADJ
agb-220	187	3	values	value	NOUN
agb-220	187	4	of	of	ADP
agb-220	187	5	r	r	NOUN
agb-220	187	6	-	-	PUNCT
agb-220	187	7	square	square	ADJ
agb-220	187	8	,	,	PUNCT
agb-220	187	9	mae	mae	PROPN
agb-220	187	10	,	,	PUNCT
agb-220	187	11	and	and	CCONJ
agb-220	187	12	rmse	rmse	PROPN
agb-220	187	13	were	be	AUX
agb-220	187	14	computed	compute	VERB
agb-220	187	15	for	for	ADP
agb-220	187	16	each	each	DET
agb-220	187	17	algorithm	algorithm	NOUN
agb-220	187	18	through	through	ADP
agb-220	187	19	a	a	DET
agb-220	187	20	10	10	NUM
agb-220	187	21	-	-	ADJ
agb-220	187	22	fold	fold	ADJ
agb-220	187	23	crossvalidation	crossvalidation	NOUN
agb-220	187	24	process	process	NOUN
agb-220	187	25	,	,	PUNCT
agb-220	187	26	as	as	SCONJ
agb-220	187	27	outlined	outline	VERB
agb-220	187	28	in	in	ADP
agb-220	187	29	table	table	NOUN
agb-220	187	30	4	4	NUM
agb-220	187	31	.	.	PUNCT
agb-220	187	32	table	table	NOUN
agb-220	187	33	3	3	NUM
agb-220	187	34	.	.	PUNCT
agb-220	187	35	measurement	measurement	NOUN
agb-220	187	36	model	model	PROPN
agb-220	187	37	assessment	assessment	NOUN
agb-220	187	38	machine	machine	NOUN
agb-220	187	39	learning	learn	VERB
agb-220	187	40	algorithm	algorithm	PROPN
agb-220	187	41	rsquare	rsquare	PROPN
agb-220	187	42	mae	mae	PROPN
agb-220	187	43	rmse	rmse	PROPN
agb-220	187	44	2nd	2nd	PROPN
agb-220	187	45	degree	degree	NOUN
agb-220	187	46	multivariate	multivariate	NOUN
agb-220	187	47	polynomial	polynomial	ADJ
agb-220	187	48	regression	regression	NOUN
agb-220	187	49	0.827	0.827	NUM
agb-220	187	50	0.073	0.073	NUM
agb-220	187	51	0.095	0.095	NUM
agb-220	187	52	3rd	3rd	ADJ
agb-220	187	53	degree	degree	NOUN
agb-220	187	54	multivariate	multivariate	NOUN
agb-220	187	55	polynomial	polynomial	ADJ
agb-220	187	56	regression	regression	NOUN
agb-220	187	57	0.846	0.846	NUM
agb-220	187	58	0.053	0.053	NUM
agb-220	187	59	0.089	0.089	NUM
agb-220	187	60	decision	decision	NOUN
agb-220	187	61	trees	tree	NOUN
agb-220	187	62	0.967	0.967	NUM
agb-220	187	63	0.018	0.018	NUM
agb-220	187	64	0.041	0.041	NUM
agb-220	187	65	random	random	ADJ
agb-220	187	66	forests	forest	NOUN
agb-220	187	67	0.952	0.952	NUM
agb-220	187	68	0.020	0.020	NUM
agb-220	187	69	0.050	0.050	NUM
agb-220	187	70	table	table	NOUN
agb-220	187	71	4	4	NUM
agb-220	187	72	.	.	NOUN
agb-220	187	73	10	10	NUM
agb-220	187	74	-	-	ADJ
agb-220	187	75	fold	fold	ADJ
agb-220	187	76	validations	validation	NOUN
agb-220	187	77	for	for	ADP
agb-220	187	78	model	model	NOUN
agb-220	187	79	assessment	assessment	NOUN
agb-220	187	80	machine	machine	NOUN
agb-220	187	81	learning	learn	VERB
agb-220	187	82	algorithm	algorithm	PROPN
agb-220	187	83	average	average	ADJ
agb-220	187	84	r	r	NOUN
agb-220	187	85	-	-	PUNCT
agb-220	187	86	square	square	ADJ
agb-220	187	87	average	average	ADJ
agb-220	187	88	mae	mae	PROPN
agb-220	187	89	average	average	ADJ
agb-220	187	90	rmse	rmse	PROPN
agb-220	187	91	2nd	2nd	PROPN
agb-220	187	92	degree	degree	NOUN
agb-220	187	93	multivariate	multivariate	NOUN
agb-220	187	94	polynomial	polynomial	ADJ
agb-220	187	95	regression	regression	NOUN
agb-220	187	96	0.784	0.784	NUM
agb-220	187	97	0.097	0.097	NUM
agb-220	187	98	0.122	0.122	NUM
agb-220	187	99	3rd	3rd	ADJ
agb-220	187	100	degree	degree	NOUN
agb-220	187	101	multivariate	multivariate	NOUN
agb-220	187	102	polynomial	polynomial	ADJ
agb-220	187	103	regression	regression	NOUN
agb-220	187	104	0.797	0.797	NUM
agb-220	187	105	0.083	0.083	NUM
agb-220	187	106	0.117	0.117	NUM
agb-220	187	107	decision	decision	NOUN
agb-220	187	108	trees	tree	NOUN
agb-220	187	109	0.723	0.723	NUM
agb-220	187	110	0.074	0.074	NUM
agb-220	187	111	0.124	0.124	NUM
agb-220	187	112	random	random	ADJ
agb-220	187	113	forests	forest	NOUN
agb-220	187	114	0.803	0.803	NUM
agb-220	187	115	0.068	0.068	NUM
agb-220	187	116	0.110	0.110	NUM
agb-220	187	117	upon	upon	SCONJ
agb-220	187	118	analysis	analysis	NOUN
agb-220	187	119	,	,	PUNCT
agb-220	187	120	it	it	PRON
agb-220	187	121	is	be	AUX
agb-220	187	122	observed	observe	VERB
agb-220	187	123	that	that	SCONJ
agb-220	187	124	the	the	DET
agb-220	187	125	prediction	prediction	NOUN
agb-220	187	126	accuracy	accuracy	NOUN
agb-220	187	127	and	and	CCONJ
agb-220	187	128	performance	performance	NOUN
agb-220	187	129	of	of	ADP
agb-220	187	130	the	the	DET
agb-220	187	131	various	various	ADJ
agb-220	187	132	algorithms	algorithm	NOUN
agb-220	187	133	are	be	AUX
agb-220	187	134	comparatively	comparatively	ADV
agb-220	187	135	similar	similar	ADJ
agb-220	187	136	.	.	PUNCT
agb-220	188	1	however	however	ADV
agb-220	188	2	,	,	PUNCT
agb-220	188	3	multivariate	multivariate	NOUN
agb-220	188	4	polynomial	polynomial	ADJ
agb-220	188	5	regressions	regression	NOUN
agb-220	188	6	display	display	VERB
agb-220	188	7	marginally	marginally	ADV
agb-220	188	8	higher	high	ADJ
agb-220	188	9	mean	mean	ADJ
agb-220	188	10	errors	error	NOUN
agb-220	188	11	,	,	PUNCT
agb-220	188	12	with	with	ADP
agb-220	188	13	an	an	DET
agb-220	188	14	average	average	ADJ
agb-220	188	15	mae	mae	NOUN
agb-220	188	16	ranging	range	VERB
agb-220	188	17	from	from	ADP
agb-220	188	18	0.083	0.083	NUM
agb-220	188	19	to	to	ADP
agb-220	188	20	0.097	0.097	NUM
agb-220	188	21	and	and	CCONJ
agb-220	188	22	an	an	DET
agb-220	188	23	average	average	ADJ
agb-220	188	24	rmse	rmse	NOUN
agb-220	188	25	ranging	range	VERB
agb-220	188	26	from	from	ADP
agb-220	188	27	0.117	0.117	NUM
agb-220	188	28	to	to	ADP
agb-220	188	29	0.122	0.122	NUM
agb-220	188	30	.	.	PUNCT
agb-220	189	1	in	in	ADP
agb-220	189	2	contrast	contrast	NOUN
agb-220	189	3	,	,	PUNCT
agb-220	189	4	decision	decision	NOUN
agb-220	189	5	trees	tree	NOUN
agb-220	189	6	manifest	manifest	VERB
agb-220	189	7	diminished	diminished	ADJ
agb-220	189	8	accuracy	accuracy	NOUN
agb-220	189	9	,	,	PUNCT
agb-220	189	10	evident	evident	ADJ
agb-220	189	11	through	through	ADP
agb-220	189	12	a	a	DET
agb-220	189	13	reduction	reduction	NOUN
agb-220	189	14	in	in	ADP
agb-220	189	15	r	r	NOUN
agb-220	189	16	-	-	NOUN
agb-220	189	17	square	square	NOUN
agb-220	189	18	during	during	ADP
agb-220	189	19	the	the	DET
agb-220	189	20	validation	validation	NOUN
agb-220	189	21	process	process	NOUN
agb-220	189	22	.	.	PUNCT
agb-220	190	1	furthermore	furthermore	ADV
agb-220	190	2	,	,	PUNCT
agb-220	190	3	the	the	DET
agb-220	190	4	performance	performance	NOUN
agb-220	190	5	of	of	ADP
agb-220	190	6	decision	decision	NOUN
agb-220	190	7	trees	tree	NOUN
agb-220	190	8	in	in	ADP
agb-220	190	9	cross	cross	ADJ
agb-220	190	10	-	-	ADJ
agb-220	190	11	validation	validation	NOUN
agb-220	190	12	indicates	indicate	VERB
agb-220	190	13	elevated	elevate	VERB
agb-220	190	14	mean	mean	ADJ
agb-220	190	15	errors	error	NOUN
agb-220	190	16	compared	compare	VERB
agb-220	190	17	to	to	ADP
agb-220	190	18	random	random	ADJ
agb-220	190	19	forests	forest	NOUN
agb-220	190	20	,	,	PUNCT
agb-220	190	21	with	with	ADP
agb-220	190	22	an	an	DET
agb-220	190	23	average	average	ADJ
agb-220	190	24	mae	mae	PROPN
agb-220	190	25	of	of	ADP
agb-220	190	26	0.074	0.074	NUM
agb-220	190	27	and	and	CCONJ
agb-220	190	28	an	an	DET
agb-220	190	29	average	average	ADJ
agb-220	190	30	rmse	rmse	NOUN
agb-220	190	31	of	of	ADP
agb-220	190	32	0.124	0.124	NUM
agb-220	190	33	.	.	PUNCT
agb-220	191	1	this	this	PRON
agb-220	191	2	suggests	suggest	VERB
agb-220	191	3	a	a	DET
agb-220	191	4	higher	high	ADJ
agb-220	191	5	susceptibility	susceptibility	NOUN
agb-220	191	6	of	of	ADP
agb-220	191	7	decision	decision	NOUN
agb-220	191	8	trees	tree	NOUN
agb-220	191	9	to	to	ADP
agb-220	191	10	overfitting	overfitte	VERB
agb-220	191	11	.	.	PUNCT
agb-220	192	1	conversely	conversely	ADV
agb-220	192	2	,	,	PUNCT
agb-220	192	3	random	random	ADJ
agb-220	192	4	forests	forest	NOUN
agb-220	192	5	consistently	consistently	ADV
agb-220	192	6	demonstrate	demonstrate	VERB
agb-220	192	7	elevated	elevated	ADJ
agb-220	192	8	r	r	NOUN
agb-220	192	9	-	-	PUNCT
agb-220	192	10	square	square	ADJ
agb-220	192	11	values	value	NOUN
agb-220	192	12	and	and	CCONJ
agb-220	192	13	low	low	ADJ
agb-220	192	14	errors	error	NOUN
agb-220	192	15	in	in	ADP
agb-220	192	16	both	both	DET
agb-220	192	17	model	model	NOUN
agb-220	192	18	fitting	fitting	ADJ
agb-220	192	19	and	and	CCONJ
agb-220	192	20	validation	validation	NOUN
agb-220	192	21	stages	stage	NOUN
agb-220	192	22	significantly	significantly	ADV
agb-220	192	23	,	,	PUNCT
agb-220	192	24	the	the	DET
agb-220	192	25	predicted	predict	VERB
agb-220	192	26	values	value	NOUN
agb-220	192	27	generated	generate	VERB
agb-220	192	28	by	by	ADP
agb-220	192	29	random	random	ADJ
agb-220	192	30	forests	forest	NOUN
agb-220	192	31	consistently	consistently	ADV
agb-220	192	32	align	align	VERB
agb-220	192	33	within	within	ADP
agb-220	192	34	the	the	DET
agb-220	192	35	range	range	NOUN
agb-220	192	36	of	of	ADP
agb-220	192	37	the	the	DET
agb-220	192	38	training	training	NOUN
agb-220	192	39	set	set	VERB
agb-220	192	40	values	value	NOUN
agb-220	192	41	for	for	ADP
agb-220	192	42	the	the	DET
agb-220	192	43	target	target	NOUN
agb-220	192	44	variable	variable	NOUN
agb-220	192	45	,	,	PUNCT
agb-220	192	46	conforming	conform	VERB
agb-220	192	47	to	to	ADP
agb-220	192	48	the	the	DET
agb-220	192	49	expected	expect	VERB
agb-220	192	50	range	range	NOUN
agb-220	192	51	of	of	ADP
agb-220	192	52	the	the	DET
agb-220	192	53	rice	rice	NOUN
agb-220	192	54	production	production	NOUN
agb-220	192	55	rate	rate	NOUN
agb-220	192	56	(	(	PUNCT
agb-220	192	57	0	0	NUM
agb-220	192	58	%	%	NOUN
agb-220	192	59	to	to	PART
agb-220	192	60	100	100	NUM
agb-220	192	61	%	%	NOUN
agb-220	192	62	)	)	PUNCT
agb-220	192	63	.	.	PUNCT
agb-220	193	1	consequently	consequently	ADV
agb-220	193	2	,	,	PUNCT
agb-220	193	3	random	random	ADJ
agb-220	193	4	forests	forest	NOUN
agb-220	193	5	emerge	emerge	VERB
agb-220	193	6	as	as	ADP
agb-220	193	7	the	the	DET
agb-220	193	8	optimal	optimal	ADJ
agb-220	193	9	machine	machine	NOUN
agb-220	193	10	learning	learn	VERB
agb-220	193	11	algorithm	algorithm	NOUN
agb-220	193	12	for	for	ADP
agb-220	193	13	the	the	DET
agb-220	193	14	provided	provide	VERB
agb-220	193	15	dataset	dataset	NOUN
agb-220	193	16	.	.	PUNCT
agb-220	194	1	consequently	consequently	ADV
agb-220	194	2	,	,	PUNCT
agb-220	194	3	based	base	VERB
agb-220	194	4	on	on	ADP
agb-220	194	5	these	these	DET
agb-220	194	6	findings	finding	NOUN
agb-220	194	7	,	,	PUNCT
agb-220	194	8	random	random	ADJ
agb-220	194	9	forests	forest	NOUN
agb-220	194	10	are	be	AUX
agb-220	194	11	identified	identify	VERB
agb-220	194	12	as	as	ADP
agb-220	194	13	the	the	DET
agb-220	194	14	most	most	ADV
agb-220	194	15	fitting	fitting	ADJ
agb-220	194	16	algorithm	algorithm	NOUN
agb-220	194	17	for	for	ADP
agb-220	194	18	implementation	implementation	NOUN
agb-220	194	19	in	in	ADP
agb-220	194	20	the	the	DET
agb-220	194	21	area	area	NOUN
agb-220	194	22	-	-	PUNCT
agb-220	194	23	yield	yield	NOUN
agb-220	194	24	rice	rice	NOUN
agb-220	194	25	insurance	insurance	NOUN
agb-220	194	26	model	model	NOUN
agb-220	194	27	for	for	ADP
agb-220	194	28	jasmine-105	jasmine-105	ADJ
agb-220	194	29	rice	rice	NOUN
agb-220	194	30	cultivation	cultivation	NOUN
agb-220	194	31	in	in	ADP
agb-220	194	32	ubon	ubon	PROPN
agb-220	194	33	ratchathani	ratchathani	PROPN
agb-220	194	34	and	and	CCONJ
agb-220	194	35	sisaket	sisaket	NOUN
agb-220	194	36	provinces	province	NOUN
agb-220	194	37	.	.	PUNCT
agb-220	195	1	the	the	DET
agb-220	195	2	analysis	analysis	NOUN
agb-220	195	3	of	of	ADP
agb-220	195	4	the	the	DET
agb-220	195	5	impact	impact	NOUN
agb-220	195	6	of	of	ADP
agb-220	195	7	climate	climate	NOUN
agb-220	195	8	change	change	NOUN
agb-220	195	9	on	on	ADP
agb-220	195	10	flooding	flooding	NOUN
agb-220	195	11	suggests	suggest	VERB
agb-220	195	12	a	a	DET
agb-220	195	13	potential	potential	ADJ
agb-220	195	14	escalation	escalation	NOUN
agb-220	195	15	in	in	ADP
agb-220	195	16	daily	daily	ADJ
agb-220	195	17	extreme	extreme	ADJ
agb-220	195	18	precipitation	precipitation	NOUN
agb-220	195	19	in	in	ADP
agb-220	195	20	the	the	DET
agb-220	195	21	future	future	NOUN
agb-220	195	22	for	for	ADP
agb-220	195	23	ubon	ubon	PROPN
agb-220	195	24	ratchathani	ratchathani	PROPN
agb-220	195	25	and	and	CCONJ
agb-220	195	26	sisaket	sisaket	NOUN
agb-220	195	27	provinces	province	NOUN
agb-220	195	28	.	.	PUNCT
agb-220	196	1	table	table	NOUN
agb-220	196	2	5	5	NUM
agb-220	196	3	outlines	outline	VERB
agb-220	196	4	the	the	DET
agb-220	196	5	daily	daily	ADJ
agb-220	196	6	precipitation	precipitation	NOUN
agb-220	196	7	threshold	threshold	NOUN
agb-220	196	8	(	(	PUNCT
agb-220	196	9	u	u	NOUN
agb-220	196	10	)	)	PUNCT
agb-220	196	11	and	and	CCONJ
agb-220	196	12	furnishes	furnish	VERB
agb-220	196	13	details	detail	NOUN
agb-220	196	14	on	on	ADP
agb-220	196	15	the	the	DET
agb-220	196	16	distribution	distribution	NOUN
agb-220	196	17	,	,	PUNCT
agb-220	196	18	along	along	ADP
agb-220	196	19	with	with	ADP
agb-220	196	20	the	the	DET
agb-220	196	21	goodness	goodness	NOUN
agb-220	196	22	-	-	PUNCT
agb-220	196	23	of	of	ADP
agb-220	196	24	-	-	PUNCT
agb-220	196	25	fit	fit	NOUN
agb-220	196	26	test	test	NOUN
agb-220	196	27	utilizing	utilize	VERB
agb-220	196	28	the	the	DET
agb-220	196	29	gpd	gpd	PROPN
agb-220	196	30	.	.	PUNCT
agb-220	197	1	results	result	NOUN
agb-220	197	2	indicate	indicate	VERB
agb-220	197	3	an	an	DET
agb-220	197	4	exponential	exponential	ADJ
agb-220	197	5	distribution	distribution	NOUN
agb-220	197	6	in	in	ADP
agb-220	197	7	the	the	DET
agb-220	197	8	daily	daily	ADJ
agb-220	197	9	precipitation	precipitation	NOUN
agb-220	197	10	of	of	ADP
agb-220	197	11	both	both	DET
agb-220	197	12	provinces	province	NOUN
agb-220	197	13	.	.	PUNCT
agb-220	198	1	additionally	additionally	ADV
agb-220	198	2	,	,	PUNCT
agb-220	198	3	the	the	DET
agb-220	198	4	assessment	assessment	NOUN
agb-220	198	5	of	of	ADP
agb-220	198	6	the	the	DET
agb-220	198	7	10	10	NUM
agb-220	198	8	-	-	SYM
agb-220	198	9	100	100	NUM
agb-220	198	10	year	year	NOUN
agb-220	198	11	return	return	NOUN
agb-220	198	12	levels	level	NOUN
agb-220	198	13	of	of	ADP
agb-220	198	14	daily	daily	ADJ
agb-220	198	15	maximum	maximum	ADJ
agb-220	198	16	precipitation	precipitation	NOUN
agb-220	198	17	,	,	PUNCT
agb-220	198	18	based	base	VERB
agb-220	198	19	on	on	ADP
agb-220	198	20	the	the	DET
agb-220	198	21	gpd	gpd	PROPN
agb-220	198	22	,	,	PUNCT
agb-220	198	23	indicates	indicate	VERB
agb-220	198	24	the	the	DET
agb-220	198	25	likelihood	likelihood	NOUN
agb-220	198	26	of	of	ADP
agb-220	198	27	daily	daily	ADJ
agb-220	198	28	extreme	extreme	ADJ
agb-220	198	29	precipitation	precipitation	NOUN
agb-220	198	30	surpassing	surpass	VERB
agb-220	198	31	100	100	NUM
agb-220	198	32	mm	mm	NOUN
agb-220	198	33	in	in	ADP
agb-220	198	34	both	both	DET
agb-220	198	35	provinces	province	NOUN
agb-220	198	36	within	within	ADP
agb-220	198	37	the	the	DET
agb-220	198	38	next	next	ADJ
agb-220	198	39	10	10	NUM
agb-220	198	40	-	-	SYM
agb-220	198	41	100	100	NUM
agb-220	198	42	years	year	NOUN
agb-220	198	43	.	.	PUNCT
agb-220	199	1	table	table	NOUN
agb-220	199	2	5	5	NUM
agb-220	199	3	.	.	PUNCT
agb-220	199	4	threshold	threshold	NOUN
agb-220	199	5	value	value	NOUN
agb-220	199	6	,	,	PUNCT
agb-220	199	7	distribution	distribution	NOUN
agb-220	199	8	,	,	PUNCT
agb-220	199	9	and	and	CCONJ
agb-220	199	10	return	return	VERB
agb-220	199	11	periods	period	NOUN
agb-220	199	12	for	for	ADP
agb-220	199	13	precipitation	precipitation	NOUN
agb-220	199	14	in	in	ADP
agb-220	199	15	ubon	ubon	PROPN
agb-220	199	16	ratchathani	ratchathani	PROPN
agb-220	199	17	and	and	CCONJ
agb-220	199	18	sisaket	sisaket	NOUN
agb-220	199	19	provinces	province	NOUN
agb-220	199	20	province	province	NOUN
agb-220	199	21	station	station	NOUN
agb-220	199	22	𝒖	𝒖	NOUN
agb-220	199	23	distribution	distribution	NOUN
agb-220	199	24	ks	ks	X
agb-220	199	25	p	p	ADJ
agb-220	199	26	-	-	PUNCT
agb-220	199	27	value	value	NOUN
agb-220	199	28	province	province	NOUN
agb-220	199	29	station	station	NOUN
agb-220	199	30	𝒖	𝒖	NOUN
agb-220	199	31	distribution	distribution	NOUN
agb-220	199	32	ks	ks	X
agb-220	199	33	p	p	ADJ
agb-220	199	34	-	-	PUNCT
agb-220	199	35	value	value	NOUN
agb-220	199	36	ubon	ubon	PROPN
agb-220	199	37	ratchathani	ratchathani	PROPN
agb-220	199	38	48407	48407	NUM
agb-220	199	39	36.032	36.032	NUM
agb-220	199	40	exponential	exponential	NOUN
agb-220	199	41	0.5801	0.5801	NUM
agb-220	199	42	sisaket	sisaket	NOUN
agb-220	199	43	48409	48409	NUM
agb-220	199	44	24.272	24.272	NUM
agb-220	199	45	exponential	exponential	ADJ
agb-220	199	46	0.9374	0.9374	NUM
agb-220	199	47	48408	48408	NUM
agb-220	199	48	33.650	33.650	NUM
agb-220	199	49	exponential	exponential	ADJ
agb-220	199	50	0.7085	0.7085	NUM
agb-220	199	51	province	province	NOUN
agb-220	199	52	station	station	NOUN
agb-220	199	53	return	return	NOUN
agb-220	199	54	period	period	NOUN
agb-220	199	55	(	(	PUNCT
agb-220	199	56	years	year	NOUN
agb-220	199	57	)	)	PUNCT
agb-220	199	58	province	province	NOUN
agb-220	199	59	station	station	NOUN
agb-220	199	60	return	return	NOUN
agb-220	199	61	period	period	NOUN
agb-220	199	62	(	(	PUNCT
agb-220	199	63	years	year	NOUN
agb-220	199	64	)	)	PUNCT
agb-220	199	65	10	10	NUM
agb-220	199	66	25	25	NUM
agb-220	199	67	50	50	NUM
agb-220	199	68	100	100	NUM
agb-220	199	69	10	10	NUM
agb-220	199	70	25	25	NUM
agb-220	199	71	50	50	NUM
agb-220	199	72	100	100	NUM
agb-220	199	73	ubon	ubon	PROPN
agb-220	199	74	ratchathani	ratchathani	PROPN
agb-220	199	75	48407	48407	NUM
agb-220	199	76	115.83	115.83	NUM
agb-220	199	77	138.10	138.10	NUM
agb-220	199	78	156.84	156.84	NUM
agb-220	199	79	177.39	177.39	NUM
agb-220	199	80	sisaket	sisaket	NOUN
agb-220	199	81	48409	48409	NUM
agb-220	199	82	89.57	89.57	NUM
agb-220	199	83	109.33	109.33	NUM
agb-220	199	84	126.38	126.38	NUM
agb-220	199	85	145.50	145.50	NUM
agb-220	199	86	48408	48408	NUM
agb-220	199	87	104.04	104.04	NUM
agb-220	199	88	120.47	120.47	NUM
agb-220	199	89	133.56	133.56	NUM
agb-220	199	90	147.26	147.26	NUM
agb-220	199	91	agbioforum	agbioforum	NOUN
agb-220	199	92	,	,	PUNCT
agb-220	199	93	25(2	25(2	NUM
agb-220	199	94	)	)	PUNCT
agb-220	199	95	,	,	PUNCT
agb-220	199	96	2023	2023	NUM
agb-220	199	97	|	|	NOUN
agb-220	199	98	136	136	NUM
agb-220	199	99	chaiyawat	chaiyawat	VERB
agb-220	199	100	et	et	PROPN
agb-220	199	101	al	al	PROPN
agb-220	199	102	.	.	PROPN
agb-220	199	103	—	—	PUNCT
agb-220	199	104	enhancing	enhance	VERB
agb-220	199	105	the	the	DET
agb-220	199	106	effectiveness	effectiveness	NOUN
agb-220	199	107	of	of	ADP
agb-220	199	108	insurance	insurance	NOUN
agb-220	199	109	risk	risk	NOUN
agb-220	199	110	management	management	NOUN
agb-220	199	111	in	in	ADP
agb-220	199	112	the	the	DET
agb-220	199	113	agricultural	agricultural	ADJ
agb-220	199	114	,	,	PUNCT
agb-220	199	115	livestock	livestock	NOUN
agb-220	199	116	,	,	PUNCT
agb-220	199	117	and	and	CCONJ
agb-220	199	118	fishery	fishery	NOUN
agb-220	199	119	sectors	sector	NOUN
agb-220	199	120	in	in	ADP
agb-220	199	121	thailand	thailand	PROPN
agb-220	199	122	discussions	discussion	NOUN
agb-220	199	123	the	the	DET
agb-220	199	124	results	result	NOUN
agb-220	199	125	revealed	reveal	VERB
agb-220	199	126	that	that	SCONJ
agb-220	199	127	a	a	DET
agb-220	199	128	pertinent	pertinent	ADJ
agb-220	199	129	form	form	NOUN
agb-220	199	130	of	of	ADP
agb-220	199	131	crop	crop	NOUN
agb-220	199	132	insurance	insurance	NOUN
agb-220	199	133	is	be	AUX
agb-220	199	134	the	the	DET
agb-220	199	135	area	area	NOUN
agb-220	199	136	-	-	PUNCT
agb-220	199	137	yield	yield	NOUN
agb-220	199	138	index	index	NOUN
agb-220	199	139	insurance	insurance	NOUN
agb-220	199	140	,	,	PUNCT
agb-220	199	141	particularly	particularly	ADV
agb-220	199	142	well	well	ADV
agb-220	199	143	-	-	PUNCT
agb-220	199	144	suited	suit	VERB
agb-220	199	145	for	for	ADP
agb-220	199	146	small	small	ADJ
agb-220	199	147	-	-	PUNCT
agb-220	199	148	scale	scale	NOUN
agb-220	199	149	rice	rice	NOUN
agb-220	199	150	farmers	farmer	NOUN
agb-220	199	151	in	in	ADP
agb-220	199	152	thailand	thailand	PROPN
agb-220	199	153	.	.	PUNCT
agb-220	200	1	the	the	DET
agb-220	200	2	findings	finding	NOUN
agb-220	200	3	of	of	ADP
agb-220	200	4	chen	chen	PROPN
agb-220	200	5	et	et	PROPN
agb-220	200	6	al	al	PROPN
agb-220	200	7	.	.	PROPN
agb-220	200	8	(	(	PUNCT
agb-220	200	9	2017	2017	NUM
agb-220	200	10	)	)	PUNCT
agb-220	200	11	and	and	CCONJ
agb-220	200	12	stutley	stutley	NOUN
agb-220	200	13	(	(	PUNCT
agb-220	200	14	2022	2022	NUM
agb-220	200	15	)	)	PUNCT
agb-220	200	16	suggest	suggest	VERB
agb-220	200	17	that	that	PRON
agb-220	200	18	areayield	areayield	PROPN
agb-220	200	19	index	index	NOUN
agb-220	200	20	insurance	insurance	NOUN
agb-220	200	21	stands	stand	VERB
agb-220	200	22	as	as	ADP
agb-220	200	23	a	a	DET
agb-220	200	24	feasible	feasible	ADJ
agb-220	200	25	choice	choice	NOUN
agb-220	200	26	for	for	ADP
agb-220	200	27	these	these	DET
agb-220	200	28	farmers	farmer	NOUN
agb-220	200	29	,	,	PUNCT
agb-220	200	30	offering	offer	VERB
agb-220	200	31	protection	protection	NOUN
agb-220	200	32	against	against	ADP
agb-220	200	33	various	various	ADJ
agb-220	200	34	perils	peril	NOUN
agb-220	200	35	,	,	PUNCT
agb-220	200	36	including	include	VERB
agb-220	200	37	pests	pest	NOUN
agb-220	200	38	and	and	CCONJ
agb-220	200	39	diseases	disease	NOUN
agb-220	200	40	.	.	PUNCT
agb-220	201	1	this	this	PRON
agb-220	201	2	aligns	align	VERB
agb-220	201	3	with	with	ADP
agb-220	201	4	the	the	DET
agb-220	201	5	demand	demand	NOUN
agb-220	201	6	response	response	NOUN
agb-220	201	7	observed	observe	VERB
agb-220	201	8	among	among	ADP
agb-220	201	9	rice	rice	NOUN
agb-220	201	10	and	and	CCONJ
agb-220	201	11	maize	maize	NOUN
agb-220	201	12	farmers	farmer	NOUN
agb-220	201	13	in	in	ADP
agb-220	201	14	thailand	thailand	PROPN
agb-220	201	15	,	,	PUNCT
agb-220	201	16	aiming	aim	VERB
agb-220	201	17	to	to	PART
agb-220	201	18	mitigate	mitigate	VERB
agb-220	201	19	the	the	DET
agb-220	201	20	impact	impact	NOUN
agb-220	201	21	of	of	ADP
agb-220	201	22	yield	yield	NOUN
agb-220	201	23	loss	loss	NOUN
agb-220	201	24	.	.	PUNCT
agb-220	202	1	conventional	conventional	ADJ
agb-220	202	2	insurance	insurance	NOUN
agb-220	202	3	products	product	NOUN
agb-220	202	4	,	,	PUNCT
agb-220	202	5	such	such	ADJ
agb-220	202	6	as	as	ADP
agb-220	202	7	named	name	VERB
agb-220	202	8	-	-	PUNCT
agb-220	202	9	peril	peril	NOUN
agb-220	202	10	insurance	insurance	NOUN
agb-220	202	11	as	as	SCONJ
agb-220	202	12	emphasized	emphasize	VERB
agb-220	202	13	by	by	ADP
agb-220	202	14	elabed	elabed	PROPN
agb-220	202	15	et	et	PROPN
agb-220	202	16	al	al	PROPN
agb-220	202	17	.	.	PROPN
agb-220	202	18	(	(	PUNCT
agb-220	202	19	2013	2013	NUM
agb-220	202	20	)	)	PUNCT
agb-220	202	21	,	,	PUNCT
agb-220	202	22	prove	prove	VERB
agb-220	202	23	impractical	impractical	ADJ
agb-220	202	24	for	for	ADP
agb-220	202	25	small	small	ADJ
agb-220	202	26	-	-	PUNCT
agb-220	202	27	scale	scale	NOUN
agb-220	202	28	agriculture	agriculture	NOUN
agb-220	202	29	due	due	ADP
agb-220	202	30	to	to	ADP
agb-220	202	31	elevated	elevated	ADJ
agb-220	202	32	transaction	transaction	NOUN
agb-220	202	33	costs	cost	NOUN
agb-220	202	34	,	,	PUNCT
agb-220	202	35	moral	moral	ADJ
agb-220	202	36	hazard	hazard	NOUN
agb-220	202	37	,	,	PUNCT
agb-220	202	38	and	and	CCONJ
agb-220	202	39	adverse	adverse	ADJ
agb-220	202	40	selection	selection	NOUN
agb-220	202	41	.	.	PUNCT
agb-220	203	1	conversely	conversely	ADV
agb-220	203	2	,	,	PUNCT
agb-220	203	3	both	both	DET
agb-220	203	4	area	area	NOUN
agb-220	203	5	-	-	PUNCT
agb-220	203	6	yield	yield	NOUN
agb-220	203	7	and	and	CCONJ
agb-220	203	8	index	index	NOUN
agb-220	203	9	-	-	PUNCT
agb-220	203	10	based	base	VERB
agb-220	203	11	insurance	insurance	NOUN
agb-220	203	12	methods	method	NOUN
agb-220	203	13	offer	offer	VERB
agb-220	203	14	a	a	DET
agb-220	203	15	substantial	substantial	ADJ
agb-220	203	16	reduction	reduction	NOUN
agb-220	203	17	in	in	ADP
agb-220	203	18	the	the	DET
agb-220	203	19	necessity	necessity	NOUN
agb-220	203	20	for	for	ADP
agb-220	203	21	on	on	ADP
agb-220	203	22	-	-	PUNCT
agb-220	203	23	site	site	NOUN
agb-220	203	24	verification	verification	NOUN
agb-220	203	25	of	of	ADP
agb-220	203	26	losses	loss	NOUN
agb-220	203	27	,	,	PUNCT
agb-220	203	28	effectively	effectively	ADV
agb-220	203	29	diminishing	diminish	VERB
agb-220	203	30	administrative	administrative	ADJ
agb-220	203	31	costs	cost	NOUN
agb-220	203	32	and	and	CCONJ
agb-220	203	33	enhancing	enhance	VERB
agb-220	203	34	transparency	transparency	NOUN
agb-220	203	35	(	(	PUNCT
agb-220	203	36	shirsath	shirsath	NOUN
agb-220	203	37	et	et	PROPN
agb-220	203	38	al	al	PROPN
agb-220	203	39	.	.	PROPN
agb-220	203	40	,	,	PUNCT
agb-220	203	41	2019	2019	NUM
agb-220	203	42	)	)	PUNCT
agb-220	203	43	.	.	PUNCT
agb-220	204	1	moreover	moreover	ADV
agb-220	204	2	,	,	PUNCT
agb-220	204	3	the	the	DET
agb-220	204	4	integration	integration	NOUN
agb-220	204	5	of	of	ADP
agb-220	204	6	area	area	NOUN
agb-220	204	7	-	-	PUNCT
agb-220	204	8	yield	yield	NOUN
agb-220	204	9	crop	crop	NOUN
agb-220	204	10	insurance	insurance	NOUN
agb-220	204	11	with	with	ADP
agb-220	204	12	machine	machine	NOUN
agb-220	204	13	learning	learning	NOUN
agb-220	204	14	holds	hold	VERB
agb-220	204	15	promise	promise	NOUN
agb-220	204	16	for	for	ADP
agb-220	204	17	mutual	mutual	ADJ
agb-220	204	18	advantages	advantage	NOUN
agb-220	204	19	for	for	ADP
agb-220	204	20	both	both	DET
agb-220	204	21	insurance	insurance	NOUN
agb-220	204	22	firms	firm	NOUN
agb-220	204	23	and	and	CCONJ
agb-220	204	24	farmers	farmer	NOUN
agb-220	204	25	.	.	PUNCT
agb-220	205	1	xu	xu	PROPN
agb-220	205	2	et	et	PROPN
agb-220	206	1	al	al	PROPN
agb-220	206	2	.	.	PROPN
agb-220	206	3	(	(	PUNCT
agb-220	206	4	2020	2020	NUM
agb-220	206	5	)	)	PUNCT
agb-220	206	6	indicate	indicate	VERB
agb-220	206	7	that	that	DET
agb-220	206	8	machine	machine	NOUN
agb-220	206	9	learning	learn	VERB
agb-220	206	10	algorithms	algorithm	NOUN
agb-220	206	11	have	have	VERB
agb-220	206	12	the	the	DET
agb-220	206	13	capacity	capacity	NOUN
agb-220	206	14	to	to	PART
agb-220	206	15	augment	augment	VERB
agb-220	206	16	risk	risk	NOUN
agb-220	206	17	management	management	NOUN
agb-220	206	18	and	and	CCONJ
agb-220	206	19	mitigate	mitigate	VERB
agb-220	206	20	the	the	DET
agb-220	206	21	likelihood	likelihood	NOUN
agb-220	206	22	of	of	ADP
agb-220	206	23	moral	moral	ADJ
agb-220	206	24	hazard	hazard	NOUN
agb-220	206	25	.	.	PUNCT
agb-220	207	1	in	in	ADP
agb-220	207	2	the	the	DET
agb-220	207	3	realm	realm	NOUN
agb-220	207	4	of	of	ADP
agb-220	207	5	agricultural	agricultural	ADJ
agb-220	207	6	insurance	insurance	NOUN
agb-220	207	7	,	,	PUNCT
agb-220	207	8	the	the	DET
agb-220	207	9	application	application	NOUN
agb-220	207	10	of	of	ADP
agb-220	207	11	machine	machine	NOUN
agb-220	207	12	learning	learn	VERB
agb-220	207	13	algorithms	algorithm	NOUN
agb-220	207	14	holds	hold	VERB
agb-220	207	15	substantial	substantial	ADJ
agb-220	207	16	potential	potential	NOUN
agb-220	207	17	for	for	ADP
agb-220	207	18	enhancing	enhance	VERB
agb-220	207	19	precision	precision	NOUN
agb-220	207	20	and	and	CCONJ
agb-220	207	21	performance	performance	NOUN
agb-220	207	22	in	in	ADP
agb-220	207	23	predicting	predict	VERB
agb-220	207	24	yield	yield	NOUN
agb-220	207	25	losses	loss	NOUN
agb-220	207	26	.	.	PUNCT
agb-220	208	1	machine	machine	NOUN
agb-220	208	2	learning	learning	NOUN
agb-220	208	3	methodologies	methodology	NOUN
agb-220	208	4	are	be	AUX
agb-220	208	5	acknowledged	acknowledge	VERB
agb-220	208	6	as	as	ADP
agb-220	208	7	effective	effective	ADJ
agb-220	208	8	instruments	instrument	NOUN
agb-220	208	9	for	for	ADP
agb-220	208	10	accurately	accurately	ADV
agb-220	208	11	forecasting	forecast	VERB
agb-220	208	12	intricate	intricate	ADJ
agb-220	208	13	models	model	NOUN
agb-220	208	14	,	,	PUNCT
agb-220	208	15	as	as	SCONJ
agb-220	208	16	underscored	underscore	VERB
agb-220	208	17	by	by	ADP
agb-220	208	18	murdoch	murdoch	PROPN
agb-220	208	19	et	et	PROPN
agb-220	208	20	al	al	PROPN
agb-220	208	21	.	.	PROPN
agb-220	209	1	(	(	PUNCT
agb-220	209	2	2019	2019	NUM
agb-220	209	3	)	)	PUNCT
agb-220	209	4	.	.	PUNCT
agb-220	210	1	these	these	DET
agb-220	210	2	methodologies	methodology	NOUN
agb-220	210	3	exhibit	exhibit	VERB
agb-220	210	4	significant	significant	ADJ
agb-220	210	5	utility	utility	NOUN
agb-220	210	6	within	within	ADP
agb-220	210	7	the	the	DET
agb-220	210	8	agricultural	agricultural	ADJ
agb-220	210	9	sector	sector	NOUN
agb-220	210	10	,	,	PUNCT
agb-220	210	11	specifically	specifically	ADV
agb-220	210	12	in	in	ADP
agb-220	210	13	the	the	DET
agb-220	210	14	context	context	NOUN
agb-220	210	15	of	of	ADP
agb-220	210	16	area	area	NOUN
agb-220	210	17	-	-	PUNCT
agb-220	210	18	yield	yield	NOUN
agb-220	210	19	crop	crop	NOUN
agb-220	210	20	insurance	insurance	NOUN
agb-220	210	21	.	.	PUNCT
agb-220	211	1	the	the	DET
agb-220	211	2	investigation	investigation	NOUN
agb-220	211	3	underscores	underscore	VERB
agb-220	211	4	the	the	DET
agb-220	211	5	capability	capability	NOUN
agb-220	211	6	of	of	ADP
agb-220	211	7	machine	machine	NOUN
agb-220	211	8	learning	learn	VERB
agb-220	211	9	algorithms	algorithm	NOUN
agb-220	211	10	to	to	PART
agb-220	211	11	enhance	enhance	VERB
agb-220	211	12	accuracy	accuracy	NOUN
agb-220	211	13	and	and	CCONJ
agb-220	211	14	performance	performance	NOUN
agb-220	211	15	in	in	ADP
agb-220	211	16	predicting	predict	VERB
agb-220	211	17	yield	yield	NOUN
agb-220	211	18	losses	loss	NOUN
agb-220	211	19	.	.	PUNCT
agb-220	212	1	utilizing	utilize	VERB
agb-220	212	2	diverse	diverse	ADJ
agb-220	212	3	machine	machine	NOUN
agb-220	212	4	learning	learning	NOUN
agb-220	212	5	algorithms	algorithm	NOUN
agb-220	212	6	,	,	PUNCT
agb-220	212	7	the	the	DET
agb-220	212	8	study	study	NOUN
agb-220	212	9	discerned	discern	VERB
agb-220	212	10	that	that	SCONJ
agb-220	212	11	random	random	ADJ
agb-220	212	12	forests	forest	NOUN
agb-220	212	13	exhibited	exhibit	VERB
agb-220	212	14	superior	superior	ADJ
agb-220	212	15	performance	performance	NOUN
agb-220	212	16	,	,	PUNCT
agb-220	212	17	attaining	attain	VERB
agb-220	212	18	a	a	DET
agb-220	212	19	notable	notable	ADJ
agb-220	212	20	r	r	NOUN
agb-220	212	21	-	-	NOUN
agb-220	212	22	square	square	NOUN
agb-220	212	23	of	of	ADP
agb-220	212	24	95.2	95.2	NUM
agb-220	212	25	%	%	NOUN
agb-220	212	26	during	during	ADP
agb-220	212	27	model	model	NOUN
agb-220	212	28	fitting	fitting	ADJ
agb-220	212	29	and	and	CCONJ
agb-220	212	30	80.3	80.3	NUM
agb-220	212	31	%	%	NOUN
agb-220	212	32	in	in	ADP
agb-220	212	33	the	the	DET
agb-220	212	34	validation	validation	NOUN
agb-220	212	35	process	process	NOUN
agb-220	212	36	.	.	PUNCT
agb-220	213	1	furthermore	furthermore	ADV
agb-220	213	2	,	,	PUNCT
agb-220	213	3	random	random	ADJ
agb-220	213	4	forests	forest	NOUN
agb-220	213	5	consistently	consistently	ADV
agb-220	213	6	demonstrated	demonstrate	VERB
agb-220	213	7	minimal	minimal	ADJ
agb-220	213	8	errors	error	NOUN
agb-220	213	9	in	in	ADP
agb-220	213	10	both	both	DET
agb-220	213	11	mae	mae	PROPN
agb-220	213	12	and	and	CCONJ
agb-220	213	13	rmse	rmse	PROPN
agb-220	213	14	during	during	ADP
agb-220	213	15	both	both	CCONJ
agb-220	213	16	fitting	fitting	ADJ
agb-220	213	17	and	and	CCONJ
agb-220	213	18	validation	validation	NOUN
agb-220	213	19	of	of	ADP
agb-220	213	20	the	the	DET
agb-220	213	21	model	model	NOUN
agb-220	213	22	.	.	PUNCT
agb-220	214	1	these	these	DET
agb-220	214	2	results	result	NOUN
agb-220	214	3	align	align	VERB
agb-220	214	4	with	with	ADP
agb-220	214	5	the	the	DET
agb-220	214	6	findings	finding	NOUN
agb-220	214	7	of	of	ADP
agb-220	214	8	sharma	sharma	PROPN
agb-220	214	9	et	et	PROPN
agb-220	214	10	al	al	PROPN
agb-220	214	11	.	.	PROPN
agb-220	215	1	(	(	PUNCT
agb-220	215	2	2023	2023	NUM
agb-220	215	3	)	)	PUNCT
agb-220	215	4	,	,	PUNCT
agb-220	215	5	supporting	support	VERB
agb-220	215	6	the	the	DET
agb-220	215	7	assertion	assertion	NOUN
agb-220	215	8	that	that	SCONJ
agb-220	215	9	random	random	ADJ
agb-220	215	10	forests	forest	NOUN
agb-220	215	11	stand	stand	VERB
agb-220	215	12	out	out	ADP
agb-220	215	13	as	as	ADP
agb-220	215	14	a	a	DET
agb-220	215	15	high	high	ADV
agb-220	215	16	-	-	PUNCT
agb-220	215	17	performing	perform	VERB
agb-220	215	18	algorithm	algorithm	NOUN
agb-220	215	19	for	for	ADP
agb-220	215	20	crop	crop	NOUN
agb-220	215	21	yield	yield	NOUN
agb-220	215	22	prediction	prediction	NOUN
agb-220	215	23	.	.	PUNCT
agb-220	216	1	additionally	additionally	ADV
agb-220	216	2	,	,	PUNCT
agb-220	216	3	the	the	DET
agb-220	216	4	study	study	NOUN
agb-220	216	5	posits	posit	NOUN
agb-220	216	6	that	that	PRON
agb-220	216	7	decision	decision	NOUN
agb-220	216	8	trees	tree	NOUN
agb-220	216	9	may	may	AUX
agb-220	216	10	be	be	AUX
agb-220	216	11	susceptible	susceptible	ADJ
agb-220	216	12	to	to	ADP
agb-220	216	13	overfitting	overfitte	VERB
agb-220	216	14	,	,	PUNCT
agb-220	216	15	resulting	result	VERB
agb-220	216	16	in	in	ADP
agb-220	216	17	diminished	diminish	VERB
agb-220	216	18	accuracy	accuracy	NOUN
agb-220	216	19	and	and	CCONJ
agb-220	216	20	increased	increase	VERB
agb-220	216	21	errors	error	NOUN
agb-220	216	22	during	during	ADP
agb-220	216	23	the	the	DET
agb-220	216	24	validation	validation	NOUN
agb-220	216	25	phase	phase	NOUN
agb-220	216	26	.	.	PUNCT
agb-220	217	1	this	this	DET
agb-220	217	2	finding	finding	NOUN
agb-220	217	3	aligns	align	VERB
agb-220	217	4	with	with	ADP
agb-220	217	5	the	the	DET
agb-220	217	6	observations	observation	NOUN
agb-220	217	7	of	of	ADP
agb-220	217	8	ursenbach	ursenbach	PROPN
agb-220	217	9	et	et	PROPN
agb-220	217	10	al	al	PROPN
agb-220	217	11	.	.	PROPN
agb-220	218	1	(	(	PUNCT
agb-220	218	2	2019	2019	NUM
agb-220	218	3	)	)	PUNCT
agb-220	218	4	.	.	PUNCT
agb-220	219	1	the	the	DET
agb-220	219	2	results	result	NOUN
agb-220	219	3	of	of	ADP
agb-220	219	4	this	this	DET
agb-220	219	5	investigation	investigation	NOUN
agb-220	219	6	underscored	underscore	VERB
agb-220	219	7	the	the	DET
agb-220	219	8	influence	influence	NOUN
agb-220	219	9	of	of	ADP
agb-220	219	10	climate	climate	NOUN
agb-220	219	11	change	change	NOUN
agb-220	219	12	on	on	ADP
agb-220	219	13	intense	intense	ADJ
agb-220	219	14	precipitation	precipitation	NOUN
agb-220	219	15	in	in	ADP
agb-220	219	16	the	the	DET
agb-220	219	17	provinces	province	NOUN
agb-220	219	18	of	of	ADP
agb-220	219	19	ubon	ubon	PROPN
agb-220	219	20	ratchathani	ratchathani	PROPN
agb-220	219	21	and	and	CCONJ
agb-220	219	22	sisaket	sisaket	NOUN
agb-220	219	23	.	.	PUNCT
agb-220	220	1	these	these	DET
agb-220	220	2	outcomes	outcome	NOUN
agb-220	220	3	are	be	AUX
agb-220	220	4	congruent	congruent	ADJ
agb-220	220	5	with	with	ADP
agb-220	220	6	the	the	DET
agb-220	220	7	observations	observation	NOUN
agb-220	220	8	made	make	VERB
agb-220	220	9	by	by	ADP
agb-220	220	10	li	li	PROPN
agb-220	220	11	et	et	PROPN
agb-220	220	12	al	al	PROPN
agb-220	220	13	.	.	PROPN
agb-220	221	1	(	(	PUNCT
agb-220	221	2	2019	2019	NUM
agb-220	221	3	)	)	PUNCT
agb-220	221	4	and	and	CCONJ
agb-220	221	5	chen	chen	PROPN
agb-220	221	6	et	et	PROPN
agb-220	221	7	al	al	PROPN
agb-220	221	8	.	.	PROPN
agb-220	222	1	(	(	PUNCT
agb-220	222	2	2023	2023	NUM
agb-220	222	3	)	)	PUNCT
agb-220	222	4	suggesting	suggest	VERB
agb-220	222	5	that	that	SCONJ
agb-220	222	6	excessive	excessive	ADJ
agb-220	222	7	rainfall	rainfall	NOUN
agb-220	222	8	has	have	VERB
agb-220	222	9	the	the	DET
agb-220	222	10	potential	potential	NOUN
agb-220	222	11	to	to	PART
agb-220	222	12	result	result	VERB
agb-220	222	13	in	in	ADP
agb-220	222	14	considerable	considerable	ADJ
agb-220	222	15	loss	loss	NOUN
agb-220	222	16	of	of	ADP
agb-220	222	17	yield	yield	NOUN
agb-220	222	18	,	,	PUNCT
agb-220	222	19	thereby	thereby	ADV
agb-220	222	20	presenting	present	VERB
agb-220	222	21	notable	notable	ADJ
agb-220	222	22	risks	risk	NOUN
agb-220	222	23	to	to	ADP
agb-220	222	24	both	both	DET
agb-220	222	25	agriculture	agriculture	NOUN
agb-220	222	26	and	and	CCONJ
agb-220	222	27	insurance	insurance	NOUN
agb-220	222	28	.	.	PUNCT
agb-220	223	1	sinnarong	sinnarong	PROPN
agb-220	223	2	et	et	PROPN
agb-220	223	3	al	al	PROPN
agb-220	223	4	.	.	PROPN
agb-220	224	1	(	(	PUNCT
agb-220	224	2	2019	2019	NUM
agb-220	224	3	)	)	PUNCT
agb-220	224	4	examined	examine	VERB
agb-220	224	5	climate	climate	NOUN
agb-220	224	6	change	change	NOUN
agb-220	224	7	effects	effect	NOUN
agb-220	224	8	on	on	ADP
agb-220	224	9	thai	thai	PROPN
agb-220	224	10	rice	rice	NOUN
agb-220	224	11	production	production	NOUN
agb-220	224	12	,	,	PUNCT
agb-220	224	13	revealing	reveal	VERB
agb-220	224	14	a	a	DET
agb-220	224	15	potential	potential	ADJ
agb-220	224	16	0.07	0.07	NUM
agb-220	224	17	-	-	SYM
agb-220	224	18	1.39	1.39	NUM
agb-220	224	19	%	%	NOUN
agb-220	224	20	decrease	decrease	NOUN
agb-220	224	21	with	with	ADP
agb-220	224	22	heightened	heightened	ADJ
agb-220	224	23	precipitation	precipitation	NOUN
agb-220	224	24	.	.	PUNCT
agb-220	225	1	emphasizes	emphasize	VERB
agb-220	225	2	the	the	DET
agb-220	225	3	need	need	NOUN
agb-220	225	4	for	for	ADP
agb-220	225	5	adept	adept	ADJ
agb-220	225	6	risk	risk	NOUN
agb-220	225	7	management	management	NOUN
agb-220	225	8	to	to	PART
agb-220	225	9	address	address	VERB
agb-220	225	10	extreme	extreme	ADJ
agb-220	225	11	precipitation	precipitation	NOUN
agb-220	225	12	impacts	impact	NOUN
agb-220	225	13	.	.	PUNCT
agb-220	226	1	the	the	DET
agb-220	226	2	results	result	NOUN
agb-220	226	3	highlight	highlight	VERB
agb-220	226	4	the	the	DET
agb-220	226	5	imperative	imperative	NOUN
agb-220	226	6	for	for	ADP
agb-220	226	7	the	the	DET
agb-220	226	8	efficient	efficient	ADJ
agb-220	226	9	establishment	establishment	NOUN
agb-220	226	10	of	of	ADP
agb-220	226	11	the	the	DET
agb-220	226	12	agricultural	agricultural	ADJ
agb-220	226	13	system	system	NOUN
agb-220	226	14	in	in	ADP
agb-220	226	15	thailand	thailand	PROPN
agb-220	226	16	to	to	PART
agb-220	226	17	attain	attain	VERB
agb-220	226	18	sustainability	sustainability	NOUN
agb-220	226	19	.	.	PUNCT
agb-220	227	1	the	the	DET
agb-220	227	2	thai	thai	ADJ
agb-220	227	3	government	government	NOUN
agb-220	227	4	should	should	AUX
agb-220	227	5	expound	expound	VERB
agb-220	227	6	upon	upon	SCONJ
agb-220	227	7	the	the	DET
agb-220	227	8	development	development	NOUN
agb-220	227	9	plan	plan	NOUN
agb-220	227	10	and	and	CCONJ
agb-220	227	11	execute	execute	VERB
agb-220	227	12	forthcoming	forthcoming	ADJ
agb-220	227	13	scaling	scaling	NOUN
agb-220	227	14	-	-	PUNCT
agb-220	227	15	up	up	ADP
agb-220	227	16	initiatives	initiative	NOUN
agb-220	227	17	,	,	PUNCT
agb-220	227	18	incorporating	incorporate	VERB
agb-220	227	19	robust	robust	ADJ
agb-220	227	20	sovereign	sovereign	ADJ
agb-220	227	21	insurance	insurance	NOUN
agb-220	227	22	schemes	scheme	NOUN
agb-220	227	23	.	.	PUNCT
agb-220	228	1	these	these	DET
agb-220	228	2	findings	finding	NOUN
agb-220	228	3	resonate	resonate	VERB
agb-220	228	4	with	with	ADP
agb-220	228	5	the	the	DET
agb-220	228	6	national	national	ADJ
agb-220	228	7	economic	economic	ADJ
agb-220	228	8	and	and	CCONJ
agb-220	228	9	development	development	PROPN
agb-220	228	10	board	board	PROPN
agb-220	228	11	(	(	PUNCT
agb-220	228	12	nesdb	nesdb	PROPN
agb-220	228	13	)	)	PUNCT
agb-220	228	14	,	,	PUNCT
agb-220	228	15	which	which	PRON
agb-220	228	16	advocates	advocate	VERB
agb-220	228	17	a	a	DET
agb-220	228	18	20	20	NUM
agb-220	228	19	-	-	PUNCT
agb-220	228	20	year	year	NOUN
agb-220	228	21	national	national	ADJ
agb-220	228	22	strategic	strategic	ADJ
agb-220	228	23	framework	framework	NOUN
agb-220	228	24	.	.	PUNCT
agb-220	229	1	this	this	DET
agb-220	229	2	framework	framework	NOUN
agb-220	229	3	seeks	seek	VERB
agb-220	229	4	to	to	PART
agb-220	229	5	fortify	fortify	VERB
agb-220	229	6	the	the	DET
agb-220	229	7	agricultural	agricultural	ADJ
agb-220	229	8	sector	sector	NOUN
agb-220	229	9	,	,	PUNCT
agb-220	229	10	tackling	tackle	VERB
agb-220	229	11	farmers	farmer	NOUN
agb-220	229	12	'	'	PART
agb-220	229	13	challenges	challenge	NOUN
agb-220	229	14	with	with	ADP
agb-220	229	15	the	the	DET
agb-220	229	16	overarching	overarching	ADJ
agb-220	229	17	objective	objective	NOUN
agb-220	229	18	of	of	ADP
agb-220	229	19	securing	secure	VERB
agb-220	229	20	national	national	ADJ
agb-220	229	21	prosperity	prosperity	NOUN
agb-220	229	22	and	and	CCONJ
agb-220	229	23	sustainability	sustainability	NOUN
agb-220	229	24	(	(	PUNCT
agb-220	229	25	royal	royal	PROPN
agb-220	229	26	thai	thai	PROPN
agb-220	229	27	government	government	NOUN
agb-220	229	28	gazette	gazette	PROPN
agb-220	229	29	,	,	PUNCT
agb-220	229	30	2018	2018	NUM
agb-220	229	31	)	)	PUNCT
agb-220	229	32	.	.	PUNCT
agb-220	230	1	t	t	PROPN
agb-220	230	2	in	in	ADP
agb-220	230	3	pursuit	pursuit	NOUN
agb-220	230	4	of	of	ADP
agb-220	230	5	this	this	DET
agb-220	230	6	objective	objective	NOUN
agb-220	230	7	,	,	PUNCT
agb-220	230	8	the	the	DET
agb-220	230	9	present	present	ADJ
agb-220	230	10	study	study	NOUN
agb-220	230	11	advocates	advocate	VERB
agb-220	230	12	six	six	NUM
agb-220	230	13	essential	essential	ADJ
agb-220	230	14	mechanisms	mechanism	NOUN
agb-220	230	15	for	for	ADP
agb-220	230	16	the	the	DET
agb-220	230	17	engagement	engagement	NOUN
agb-220	230	18	of	of	ADP
agb-220	230	19	the	the	DET
agb-220	230	20	public	public	ADJ
agb-220	230	21	sector	sector	NOUN
agb-220	230	22	in	in	ADP
agb-220	230	23	agricultural	agricultural	ADJ
agb-220	230	24	insurance	insurance	NOUN
agb-220	230	25	in	in	ADP
agb-220	230	26	thailand	thailand	PROPN
agb-220	230	27	.	.	PUNCT
agb-220	231	1	1	1	X
agb-220	231	2	.	.	X
agb-220	231	3	agricultural	agricultural	ADJ
agb-220	231	4	insurance	insurance	NOUN
agb-220	231	5	legislation	legislation	NOUN
agb-220	231	6	:	:	PUNCT
agb-220	231	7	enacting	enact	VERB
agb-220	231	8	suitable	suitable	ADJ
agb-220	231	9	legal	legal	ADJ
agb-220	231	10	frameworks	framework	NOUN
agb-220	231	11	and	and	CCONJ
agb-220	231	12	regulations	regulation	NOUN
agb-220	231	13	that	that	PRON
agb-220	231	14	foster	foster	VERB
agb-220	231	15	the	the	DET
agb-220	231	16	expansion	expansion	NOUN
agb-220	231	17	and	and	CCONJ
agb-220	231	18	efficacy	efficacy	NOUN
agb-220	231	19	of	of	ADP
agb-220	231	20	agricultural	agricultural	ADJ
agb-220	231	21	insurance	insurance	NOUN
agb-220	231	22	within	within	ADP
agb-220	231	23	a	a	DET
agb-220	231	24	nation	nation	NOUN
agb-220	231	25	.	.	PUNCT
agb-220	232	1	this	this	DET
agb-220	232	2	alignment	alignment	NOUN
agb-220	232	3	is	be	AUX
agb-220	232	4	substantiated	substantiate	VERB
agb-220	232	5	by	by	ADP
agb-220	232	6	the	the	DET
agb-220	232	7	investigation	investigation	NOUN
agb-220	232	8	conducted	conduct	VERB
agb-220	232	9	by	by	ADP
agb-220	232	10	lata	lata	PROPN
agb-220	232	11	et	et	PROPN
agb-220	232	12	al	al	PROPN
agb-220	232	13	.	.	PROPN
agb-220	233	1	(	(	PUNCT
agb-220	233	2	2020	2020	NUM
agb-220	233	3	)	)	PUNCT
agb-220	233	4	,	,	PUNCT
agb-220	233	5	underscoring	underscore	VERB
agb-220	233	6	the	the	DET
agb-220	233	7	significance	significance	NOUN
agb-220	233	8	of	of	ADP
agb-220	233	9	the	the	DET
agb-220	233	10	adept	adept	ADJ
agb-220	233	11	implementation	implementation	NOUN
agb-220	233	12	of	of	ADP
agb-220	233	13	agricultural	agricultural	ADJ
agb-220	233	14	insurance	insurance	NOUN
agb-220	233	15	legislation	legislation	NOUN
agb-220	233	16	in	in	ADP
agb-220	233	17	facilitating	facilitate	VERB
agb-220	233	18	the	the	DET
agb-220	233	19	proficient	proficient	ADJ
agb-220	233	20	execution	execution	NOUN
agb-220	233	21	of	of	ADP
agb-220	233	22	insurance	insurance	NOUN
agb-220	233	23	and	and	CCONJ
agb-220	233	24	risk	risk	NOUN
agb-220	233	25	management	management	NOUN
agb-220	233	26	functions	function	NOUN
agb-220	233	27	.	.	PUNCT
agb-220	234	1	2	2	X
agb-220	234	2	.	.	X
agb-220	234	3	government	government	NOUN
agb-220	234	4	support	support	NOUN
agb-220	234	5	and	and	CCONJ
agb-220	234	6	subsidies	subsidy	NOUN
agb-220	234	7	:	:	PUNCT
agb-220	234	8	ensuring	ensure	VERB
agb-220	234	9	ongoing	ongoing	ADJ
agb-220	234	10	support	support	NOUN
agb-220	234	11	and	and	CCONJ
agb-220	234	12	financial	financial	ADJ
agb-220	234	13	aid	aid	NOUN
agb-220	234	14	to	to	ADP
agb-220	234	15	farmers	farmer	NOUN
agb-220	234	16	through	through	ADP
agb-220	234	17	subsidies	subsidy	NOUN
agb-220	234	18	and	and	CCONJ
agb-220	234	19	incentives	incentive	NOUN
agb-220	234	20	,	,	PUNCT
agb-220	234	21	thereby	thereby	ADV
agb-220	234	22	improving	improve	VERB
agb-220	234	23	their	their	PRON
agb-220	234	24	accessibility	accessibility	NOUN
agb-220	234	25	to	to	ADP
agb-220	234	26	and	and	CCONJ
agb-220	234	27	affordability	affordability	NOUN
agb-220	234	28	of	of	ADP
agb-220	234	29	agricultural	agricultural	ADJ
agb-220	234	30	insurance	insurance	NOUN
agb-220	234	31	.	.	PUNCT
agb-220	235	1	studies	study	NOUN
agb-220	235	2	by	by	ADP
agb-220	235	3	du	du	PROPN
agb-220	235	4	et	et	PROPN
agb-220	235	5	al	al	PROPN
agb-220	235	6	.	.	PROPN
agb-220	235	7	(	(	PUNCT
agb-220	235	8	2017	2017	NUM
agb-220	235	9	)	)	PUNCT
agb-220	235	10	and	and	CCONJ
agb-220	235	11	tok	tok	NOUN
agb-220	235	12	et	et	PROPN
agb-220	235	13	al	al	PROPN
agb-220	235	14	.	.	PROPN
agb-220	235	15	(	(	PUNCT
agb-220	235	16	2023	2023	NUM
agb-220	235	17	)	)	PUNCT
agb-220	235	18	indicate	indicate	VERB
agb-220	235	19	that	that	SCONJ
agb-220	235	20	governmental	governmental	ADJ
agb-220	235	21	backing	backing	NOUN
agb-220	235	22	and	and	CCONJ
agb-220	235	23	financial	financial	ADJ
agb-220	235	24	subsidies	subsidy	NOUN
agb-220	235	25	constitute	constitute	VERB
agb-220	235	26	judicious	judicious	ADJ
agb-220	235	27	and	and	CCONJ
agb-220	235	28	efficacious	efficacious	ADJ
agb-220	235	29	strategies	strategy	NOUN
agb-220	235	30	in	in	ADP
agb-220	235	31	the	the	DET
agb-220	235	32	mitigation	mitigation	NOUN
agb-220	235	33	of	of	ADP
agb-220	235	34	agricultural	agricultural	ADJ
agb-220	235	35	risks	risk	NOUN
agb-220	235	36	.	.	PUNCT
agb-220	236	1	these	these	DET
agb-220	236	2	interventions	intervention	NOUN
agb-220	236	3	enhance	enhance	VERB
agb-220	236	4	the	the	DET
agb-220	236	5	appeal	appeal	NOUN
agb-220	236	6	and	and	CCONJ
agb-220	236	7	financial	financial	ADJ
agb-220	236	8	feasibility	feasibility	NOUN
agb-220	236	9	of	of	ADP
agb-220	236	10	crop	crop	NOUN
agb-220	236	11	insurance	insurance	NOUN
agb-220	236	12	for	for	ADP
agb-220	236	13	farmers	farmer	NOUN
agb-220	236	14	,	,	PUNCT
agb-220	236	15	thereby	thereby	ADV
agb-220	236	16	contributing	contribute	VERB
agb-220	236	17	to	to	ADP
agb-220	236	18	an	an	DET
agb-220	236	19	augmentation	augmentation	NOUN
agb-220	236	20	of	of	ADP
agb-220	236	21	its	its	PRON
agb-220	236	22	overall	overall	ADJ
agb-220	236	23	efficacy	efficacy	NOUN
agb-220	236	24	.	.	PUNCT
agb-220	237	1	3	3	X
agb-220	237	2	.	.	X
agb-220	237	3	agriculture	agriculture	NOUN
agb-220	237	4	reinsurance	reinsurance	NOUN
agb-220	237	5	and	and	CCONJ
agb-220	237	6	catastrophe	catastrophe	NOUN
agb-220	237	7	risk	risk	NOUN
agb-220	237	8	financing	financing	NOUN
agb-220	237	9	and	and	CCONJ
agb-220	237	10	management	management	NOUN
agb-220	237	11	:	:	PUNCT
agb-220	237	12	instituting	institute	VERB
agb-220	237	13	reinsurance	reinsurance	NOUN
agb-220	237	14	mechanisms	mechanism	NOUN
agb-220	237	15	,	,	PUNCT
agb-220	237	16	along	along	ADP
agb-220	237	17	with	with	ADP
agb-220	237	18	robust	robust	ADJ
agb-220	237	19	risk	risk	NOUN
agb-220	237	20	financing	financing	NOUN
agb-220	237	21	and	and	CCONJ
agb-220	237	22	management	management	NOUN
agb-220	237	23	strategies	strategy	NOUN
agb-220	237	24	,	,	PUNCT
agb-220	237	25	is	be	AUX
agb-220	237	26	imperative	imperative	ADJ
agb-220	237	27	for	for	ADP
agb-220	237	28	addressing	address	VERB
agb-220	237	29	catastrophic	catastrophic	ADJ
agb-220	237	30	risks	risk	NOUN
agb-220	237	31	and	and	CCONJ
agb-220	237	32	ensuring	ensure	VERB
agb-220	237	33	the	the	DET
agb-220	237	34	stability	stability	NOUN
agb-220	237	35	and	and	CCONJ
agb-220	237	36	sustainability	sustainability	NOUN
agb-220	237	37	of	of	ADP
agb-220	237	38	the	the	DET
agb-220	237	39	agricultural	agricultural	ADJ
agb-220	237	40	insurance	insurance	NOUN
agb-220	237	41	sector	sector	NOUN
agb-220	237	42	.	.	PUNCT
agb-220	238	1	the	the	DET
agb-220	238	2	escalating	escalate	VERB
agb-220	238	3	exposure	exposure	NOUN
agb-220	238	4	of	of	ADP
agb-220	238	5	the	the	DET
agb-220	238	6	insurance	insurance	NOUN
agb-220	238	7	industry	industry	NOUN
agb-220	238	8	to	to	PART
agb-220	238	9	climate	climate	NOUN
agb-220	238	10	-	-	PUNCT
agb-220	238	11	related	relate	VERB
agb-220	238	12	risks	risk	NOUN
agb-220	238	13	underscores	underscore	VERB
agb-220	238	14	the	the	DET
agb-220	238	15	pivotal	pivotal	ADJ
agb-220	238	16	role	role	NOUN
agb-220	238	17	of	of	ADP
agb-220	238	18	government	government	NOUN
agb-220	238	19	support	support	NOUN
agb-220	238	20	in	in	ADP
agb-220	238	21	tackling	tackle	VERB
agb-220	238	22	these	these	DET
agb-220	238	23	challenges	challenge	NOUN
agb-220	238	24	an	an	DET
agb-220	238	25	exemplary	exemplary	ADJ
agb-220	238	26	illustration	illustration	NOUN
agb-220	238	27	of	of	ADP
agb-220	238	28	managing	manage	VERB
agb-220	238	29	catastrophe	catastrophe	NOUN
agb-220	238	30	risk	risk	NOUN
agb-220	238	31	financing	financing	NOUN
agb-220	238	32	and	and	CCONJ
agb-220	238	33	management	management	NOUN
agb-220	238	34	in	in	ADP
agb-220	238	35	an	an	DET
agb-220	238	36	emerging	emerge	VERB
agb-220	238	37	market	market	NOUN
agb-220	238	38	is	be	AUX
agb-220	238	39	evident	evident	ADJ
agb-220	238	40	in	in	ADP
agb-220	238	41	the	the	DET
agb-220	238	42	study	study	NOUN
agb-220	238	43	by	by	ADP
agb-220	238	44	başbuğ	başbuğ	PROPN
agb-220	238	45	-	-	PUNCT
agb-220	238	46	erkan	erkan	PROPN
agb-220	238	47	and	and	CCONJ
agb-220	238	48	yilmaz	yilmaz	PROPN
agb-220	238	49	(	(	PUNCT
agb-220	238	50	2015	2015	NUM
agb-220	238	51	)	)	PUNCT
agb-220	238	52	focused	focus	VERB
agb-220	238	53	on	on	ADP
agb-220	238	54	the	the	DET
agb-220	238	55	turkish	turkish	ADJ
agb-220	238	56	catastrophe	catastrophe	NOUN
agb-220	238	57	insurance	insurance	NOUN
agb-220	238	58	pool	pool	NOUN
agb-220	238	59	.	.	PUNCT
agb-220	239	1	this	this	DET
agb-220	239	2	case	case	NOUN
agb-220	239	3	study	study	NOUN
agb-220	239	4	underscores	underscore	VERB
agb-220	239	5	the	the	DET
agb-220	239	6	crucial	crucial	ADJ
agb-220	239	7	role	role	NOUN
agb-220	239	8	played	play	VERB
agb-220	239	9	by	by	ADP
agb-220	239	10	government	government	NOUN
agb-220	239	11	support	support	NOUN
agb-220	239	12	in	in	ADP
agb-220	239	13	fortifying	fortify	VERB
agb-220	239	14	the	the	DET
agb-220	239	15	agricultural	agricultural	ADJ
agb-220	239	16	insurance	insurance	NOUN
agb-220	239	17	sector	sector	NOUN
agb-220	239	18	.	.	PUNCT
agb-220	240	1	4	4	X
agb-220	240	2	.	.	X
agb-220	240	3	agricultural	agricultural	ADJ
agb-220	240	4	insurance	insurance	NOUN
agb-220	240	5	product	product	NOUN
agb-220	240	6	design	design	NOUN
agb-220	240	7	and	and	CCONJ
agb-220	240	8	development	development	NOUN
agb-220	240	9	:	:	PUNCT
agb-220	240	10	fostering	foster	VERB
agb-220	240	11	the	the	DET
agb-220	240	12	creation	creation	NOUN
agb-220	240	13	of	of	ADP
agb-220	240	14	inventive	inventive	ADJ
agb-220	240	15	and	and	CCONJ
agb-220	240	16	customized	customized	ADJ
agb-220	240	17	insurance	insurance	NOUN
agb-220	240	18	products	product	NOUN
agb-220	240	19	designed	design	VERB
agb-220	240	20	to	to	PART
agb-220	240	21	meet	meet	VERB
agb-220	240	22	the	the	DET
agb-220	240	23	distinct	distinct	ADJ
agb-220	240	24	requirements	requirement	NOUN
agb-220	240	25	and	and	CCONJ
agb-220	240	26	challenges	challenge	NOUN
agb-220	240	27	encountered	encounter	VERB
agb-220	240	28	by	by	ADP
agb-220	240	29	farmers	farmer	NOUN
agb-220	240	30	across	across	ADP
agb-220	240	31	various	various	ADJ
agb-220	240	32	agricultural	agricultural	ADJ
agb-220	240	33	domains	domain	NOUN
agb-220	240	34	is	be	AUX
agb-220	240	35	imperative	imperative	ADJ
agb-220	240	36	.	.	PUNCT
agb-220	241	1	the	the	DET
agb-220	241	2	investigation	investigation	NOUN
agb-220	241	3	emphasized	emphasize	VERB
agb-220	241	4	the	the	DET
agb-220	241	5	significance	significance	NOUN
agb-220	241	6	of	of	ADP
agb-220	241	7	area	area	NOUN
agb-220	241	8	-	-	PUNCT
agb-220	241	9	yield	yield	NOUN
agb-220	241	10	crop	crop	NOUN
agb-220	241	11	insurance	insurance	NOUN
agb-220	241	12	as	as	ADP
agb-220	241	13	a	a	DET
agb-220	241	14	valuable	valuable	ADJ
agb-220	241	15	instrument	instrument	NOUN
agb-220	241	16	for	for	ADP
agb-220	241	17	mitigating	mitigate	VERB
agb-220	241	18	yield	yield	NOUN
agb-220	241	19	loss	loss	NOUN
agb-220	241	20	risks	risk	NOUN
agb-220	241	21	among	among	ADP
agb-220	241	22	small	small	ADJ
agb-220	241	23	-	-	PUNCT
agb-220	241	24	scale	scale	NOUN
agb-220	241	25	rice	rice	NOUN
agb-220	241	26	farmers	farmer	NOUN
agb-220	241	27	in	in	ADP
agb-220	241	28	thailand	thailand	PROPN
agb-220	241	29	.	.	PUNCT
agb-220	242	1	these	these	DET
agb-220	242	2	conclusions	conclusion	NOUN
agb-220	242	3	are	be	AUX
agb-220	242	4	congruent	congruent	ADJ
agb-220	242	5	with	with	ADP
agb-220	242	6	the	the	DET
agb-220	242	7	outcomes	outcome	NOUN
agb-220	242	8	of	of	ADP
agb-220	242	9	prior	prior	ADJ
agb-220	242	10	research	research	NOUN
agb-220	242	11	undertaken	undertake	VERB
agb-220	242	12	by	by	ADP
agb-220	242	13	sethanand	sethanand	PROPN
agb-220	242	14	et	et	PROPN
agb-220	242	15	al	al	PROPN
agb-220	242	16	.	.	PROPN
agb-220	243	1	(	(	PUNCT
agb-220	243	2	2023	2023	NUM
agb-220	243	3	)	)	PUNCT
agb-220	243	4	.	.	PUNCT
agb-220	244	1	agbioforum	agbioforum	NOUN
agb-220	244	2	,	,	PUNCT
agb-220	244	3	25(2	25(2	NUM
agb-220	244	4	)	)	PUNCT
agb-220	244	5	,	,	PUNCT
agb-220	244	6	2023	2023	NUM
agb-220	244	7	|	|	NOUN
agb-220	244	8	137	137	NUM
agb-220	244	9	chaiyawat	chaiyawat	VERB
agb-220	244	10	et	et	PROPN
agb-220	244	11	al	al	PROPN
agb-220	244	12	.	.	PROPN
agb-220	244	13	—	—	PUNCT
agb-220	244	14	enhancing	enhance	VERB
agb-220	244	15	the	the	DET
agb-220	244	16	effectiveness	effectiveness	NOUN
agb-220	244	17	of	of	ADP
agb-220	244	18	insurance	insurance	NOUN
agb-220	244	19	risk	risk	NOUN
agb-220	244	20	management	management	NOUN
agb-220	244	21	in	in	ADP
agb-220	244	22	the	the	DET
agb-220	244	23	agricultural	agricultural	ADJ
agb-220	244	24	,	,	PUNCT
agb-220	244	25	livestock	livestock	NOUN
agb-220	244	26	,	,	PUNCT
agb-220	244	27	and	and	CCONJ
agb-220	244	28	fishery	fishery	NOUN
agb-220	244	29	sectors	sector	NOUN
agb-220	244	30	in	in	ADP
agb-220	244	31	thailand	thailand	PROPN
agb-220	244	32	5	5	NUM
agb-220	244	33	.	.	PUNCT
agb-220	244	34	data	datum	NOUN
agb-220	244	35	provision	provision	NOUN
agb-220	244	36	and	and	CCONJ
agb-220	244	37	digital	digital	ADJ
agb-220	244	38	technology	technology	NOUN
agb-220	244	39	:	:	PUNCT
agb-220	244	40	allocating	allocate	VERB
agb-220	244	41	resources	resource	NOUN
agb-220	244	42	to	to	PART
agb-220	244	43	establish	establish	VERB
agb-220	244	44	resilient	resilient	ADJ
agb-220	244	45	data	datum	NOUN
agb-220	244	46	collection	collection	NOUN
agb-220	244	47	systems	system	NOUN
agb-220	244	48	and	and	CCONJ
agb-220	244	49	harnessing	harness	VERB
agb-220	244	50	digital	digital	ADJ
agb-220	244	51	technologies	technology	NOUN
agb-220	244	52	to	to	PART
agb-220	244	53	streamline	streamline	VERB
agb-220	244	54	the	the	DET
agb-220	244	55	precise	precise	ADJ
agb-220	244	56	evaluation	evaluation	NOUN
agb-220	244	57	of	of	ADP
agb-220	244	58	risks	risk	NOUN
agb-220	244	59	,	,	PUNCT
agb-220	244	60	estimation	estimation	NOUN
agb-220	244	61	of	of	ADP
agb-220	244	62	losses	loss	NOUN
agb-220	244	63	,	,	PUNCT
agb-220	244	64	and	and	CCONJ
agb-220	244	65	processing	processing	NOUN
agb-220	244	66	of	of	ADP
agb-220	244	67	claims	claim	NOUN
agb-220	244	68	within	within	ADP
agb-220	244	69	the	the	DET
agb-220	244	70	agricultural	agricultural	ADJ
agb-220	244	71	insurance	insurance	NOUN
agb-220	244	72	sector	sector	NOUN
agb-220	244	73	.	.	PUNCT
agb-220	245	1	this	this	DET
agb-220	245	2	strategy	strategy	NOUN
agb-220	245	3	aligns	align	VERB
agb-220	245	4	with	with	ADP
agb-220	245	5	the	the	DET
agb-220	245	6	conclusions	conclusion	NOUN
agb-220	245	7	drawn	draw	VERB
agb-220	245	8	by	by	ADP
agb-220	245	9	mateos	mateo	NOUN
agb-220	245	10	-	-	PUNCT
agb-220	245	11	ronco	ronco	PROPN
agb-220	245	12	and	and	CCONJ
agb-220	245	13	server	server	PROPN
agb-220	245	14	izquierdo	izquierdo	PROPN
agb-220	245	15	(	(	PUNCT
agb-220	245	16	2020	2020	NUM
agb-220	245	17	)	)	PUNCT
agb-220	245	18	indicating	indicate	VERB
agb-220	245	19	that	that	SCONJ
agb-220	245	20	government	government	NOUN
agb-220	245	21	backing	backing	NOUN
agb-220	245	22	functions	function	NOUN
agb-220	245	23	as	as	ADP
agb-220	245	24	a	a	DET
agb-220	245	25	catalyst	catalyst	NOUN
agb-220	245	26	for	for	ADP
agb-220	245	27	the	the	DET
agb-220	245	28	incorporation	incorporation	NOUN
agb-220	245	29	of	of	ADP
agb-220	245	30	digital	digital	ADJ
agb-220	245	31	technology	technology	NOUN
agb-220	245	32	,	,	PUNCT
agb-220	245	33	enhancing	enhance	VERB
agb-220	245	34	its	its	PRON
agb-220	245	35	efficacy	efficacy	NOUN
agb-220	245	36	in	in	ADP
agb-220	245	37	advancing	advance	VERB
agb-220	245	38	insurance	insurance	NOUN
agb-220	245	39	and	and	CCONJ
agb-220	245	40	risk	risk	NOUN
agb-220	245	41	management	management	NOUN
agb-220	245	42	processes	process	NOUN
agb-220	245	43	.	.	PUNCT
agb-220	246	1	6	6	X
agb-220	246	2	.	.	X
agb-220	246	3	strong	strong	ADJ
agb-220	246	4	and	and	CCONJ
agb-220	246	5	effective	effective	ADJ
agb-220	246	6	public	public	ADJ
agb-220	246	7	-	-	PUNCT
agb-220	246	8	private	private	ADJ
agb-220	246	9	partnerships	partnership	NOUN
agb-220	246	10	:	:	PUNCT
agb-220	246	11	cultivating	cultivate	VERB
agb-220	246	12	synergies	synergy	NOUN
agb-220	246	13	and	and	CCONJ
agb-220	246	14	alliances	alliance	NOUN
agb-220	246	15	between	between	ADP
agb-220	246	16	the	the	DET
agb-220	246	17	public	public	ADJ
agb-220	246	18	and	and	CCONJ
agb-220	246	19	private	private	ADJ
agb-220	246	20	spheres	sphere	NOUN
agb-220	246	21	is	be	AUX
agb-220	246	22	crucial	crucial	ADJ
agb-220	246	23	for	for	ADP
agb-220	246	24	bolstering	bolster	VERB
agb-220	246	25	the	the	DET
agb-220	246	26	agricultural	agricultural	ADJ
agb-220	246	27	sector	sector	NOUN
agb-220	246	28	and	and	CCONJ
agb-220	246	29	safeguarding	safeguard	VERB
agb-220	246	30	the	the	DET
agb-220	246	31	livelihoods	livelihood	NOUN
agb-220	246	32	of	of	ADP
agb-220	246	33	farmers	farmer	NOUN
agb-220	246	34	.	.	PUNCT
agb-220	247	1	government	government	NOUN
agb-220	247	2	support	support	NOUN
agb-220	247	3	,	,	PUNCT
agb-220	247	4	through	through	ADP
agb-220	247	5	the	the	DET
agb-220	247	6	provision	provision	NOUN
agb-220	247	7	of	of	ADP
agb-220	247	8	essential	essential	ADJ
agb-220	247	9	resources	resource	NOUN
agb-220	247	10	,	,	PUNCT
agb-220	247	11	expertise	expertise	NOUN
agb-220	247	12	,	,	PUNCT
agb-220	247	13	and	and	CCONJ
agb-220	247	14	a	a	DET
agb-220	247	15	regulatory	regulatory	ADJ
agb-220	247	16	framework	framework	NOUN
agb-220	247	17	,	,	PUNCT
agb-220	247	18	augments	augment	VERB
agb-220	247	19	the	the	DET
agb-220	247	20	capabilities	capability	NOUN
agb-220	247	21	of	of	ADP
agb-220	247	22	public	public	ADJ
agb-220	247	23	-	-	PUNCT
agb-220	247	24	private	private	ADJ
agb-220	247	25	partnerships	partnership	NOUN
agb-220	247	26	,	,	PUNCT
agb-220	247	27	thereby	thereby	ADV
agb-220	247	28	amplifying	amplify	VERB
agb-220	247	29	their	their	PRON
agb-220	247	30	efficacy	efficacy	NOUN
agb-220	247	31	in	in	ADP
agb-220	247	32	insurance	insurance	NOUN
agb-220	247	33	and	and	CCONJ
agb-220	247	34	risk	risk	NOUN
agb-220	247	35	management	management	NOUN
agb-220	247	36	initiatives	initiative	NOUN
agb-220	247	37	(	(	PUNCT
agb-220	247	38	botzen	botzen	NOUN
agb-220	247	39	et	et	PROPN
agb-220	247	40	al	al	PROPN
agb-220	247	41	.	.	PROPN
agb-220	247	42	,	,	PUNCT
agb-220	247	43	2010	2010	NUM
agb-220	247	44	)	)	PUNCT
agb-220	247	45	.	.	PUNCT
agb-220	248	1	conclusion	conclusion	NOUN
agb-220	248	2	the	the	DET
agb-220	248	3	study	study	NOUN
agb-220	248	4	investigated	investigate	VERB
agb-220	248	5	the	the	DET
agb-220	248	6	impact	impact	NOUN
agb-220	248	7	of	of	ADP
agb-220	248	8	government	government	NOUN
agb-220	248	9	support	support	NOUN
agb-220	248	10	on	on	ADP
agb-220	248	11	enhancing	enhance	VERB
agb-220	248	12	insurance	insurance	NOUN
agb-220	248	13	risk	risk	NOUN
agb-220	248	14	management	management	NOUN
agb-220	248	15	in	in	ADP
agb-220	248	16	thailand	thailand	PROPN
agb-220	248	17	's	's	PART
agb-220	248	18	agricultural	agricultural	ADJ
agb-220	248	19	,	,	PUNCT
agb-220	248	20	fishery	fishery	NOUN
agb-220	248	21	sectors	sector	NOUN
agb-220	248	22	and	and	CCONJ
agb-220	248	23	livestock	livestock	NOUN
agb-220	248	24	.	.	PUNCT
agb-220	249	1	through	through	ADP
agb-220	249	2	hypothesis	hypothesis	NOUN
agb-220	249	3	formulation	formulation	NOUN
agb-220	249	4	and	and	CCONJ
agb-220	249	5	data	datum	NOUN
agb-220	249	6	analysis	analysis	NOUN
agb-220	249	7	,	,	PUNCT
agb-220	249	8	the	the	DET
agb-220	249	9	study	study	NOUN
agb-220	249	10	identified	identify	VERB
agb-220	249	11	key	key	ADJ
agb-220	249	12	mechanisms	mechanism	NOUN
agb-220	249	13	of	of	ADP
agb-220	249	14	government	government	NOUN
agb-220	249	15	involvement	involvement	NOUN
agb-220	249	16	,	,	PUNCT
agb-220	249	17	emphasizing	emphasize	VERB
agb-220	249	18	the	the	DET
agb-220	249	19	use	use	NOUN
agb-220	249	20	of	of	ADP
agb-220	249	21	machine	machine	NOUN
agb-220	249	22	learning	learning	NOUN
agb-220	249	23	(	(	PUNCT
agb-220	249	24	random	random	ADJ
agb-220	249	25	forests	forest	NOUN
agb-220	249	26	)	)	PUNCT
agb-220	249	27	in	in	ADP
agb-220	249	28	area	area	NOUN
agb-220	249	29	-	-	PUNCT
agb-220	249	30	yield	yield	NOUN
agb-220	249	31	crop	crop	NOUN
agb-220	249	32	insurance	insurance	NOUN
agb-220	249	33	to	to	PART
agb-220	249	34	estimate	estimate	VERB
agb-220	249	35	provincial	provincial	ADJ
agb-220	249	36	rice	rice	NOUN
agb-220	249	37	production	production	NOUN
agb-220	249	38	.	.	PUNCT
agb-220	250	1	the	the	DET
agb-220	250	2	findings	finding	NOUN
agb-220	250	3	underscored	underscore	VERB
agb-220	250	4	the	the	DET
agb-220	250	5	economic	economic	ADJ
agb-220	250	6	viability	viability	NOUN
agb-220	250	7	and	and	CCONJ
agb-220	250	8	sustainability	sustainability	NOUN
agb-220	250	9	of	of	ADP
agb-220	250	10	the	the	DET
agb-220	250	11	thai	thai	PROPN
agb-220	250	12	rice	rice	NOUN
agb-220	250	13	industry	industry	NOUN
agb-220	250	14	.	.	PUNCT
agb-220	251	1	additionally	additionally	ADV
agb-220	251	2	,	,	PUNCT
agb-220	251	3	the	the	DET
agb-220	251	4	research	research	NOUN
agb-220	251	5	highlighted	highlight	VERB
agb-220	251	6	the	the	DET
agb-220	251	7	imperative	imperative	NOUN
agb-220	251	8	for	for	ADP
agb-220	251	9	effective	effective	ADJ
agb-220	251	10	reinsurance	reinsurance	NOUN
agb-220	251	11	and	and	CCONJ
agb-220	251	12	risk	risk	NOUN
agb-220	251	13	management	management	NOUN
agb-220	251	14	practices	practice	NOUN
agb-220	251	15	in	in	ADP
agb-220	251	16	light	light	NOUN
agb-220	251	17	of	of	ADP
agb-220	251	18	anticipated	anticipate	VERB
agb-220	251	19	heavy	heavy	ADJ
agb-220	251	20	rainfall	rainfall	NOUN
agb-220	251	21	due	due	ADP
agb-220	251	22	to	to	ADP
agb-220	251	23	climate	climate	NOUN
agb-220	251	24	change	change	NOUN
agb-220	251	25	over	over	ADP
agb-220	251	26	the	the	DET
agb-220	251	27	next	next	ADJ
agb-220	251	28	10	10	NUM
agb-220	251	29	-	-	SYM
agb-220	251	30	100	100	NUM
agb-220	251	31	years	year	NOUN
agb-220	251	32	.	.	PUNCT
agb-220	252	1	conclusively	conclusively	ADV
agb-220	252	2	,	,	PUNCT
agb-220	252	3	the	the	DET
agb-220	252	4	study	study	NOUN
agb-220	252	5	affirmed	affirm	VERB
agb-220	252	6	the	the	DET
agb-220	252	7	thai	thai	ADJ
agb-220	252	8	government	government	NOUN
agb-220	252	9	's	's	PART
agb-220	252	10	dedication	dedication	NOUN
agb-220	252	11	to	to	ADP
agb-220	252	12	advancing	advance	VERB
agb-220	252	13	a	a	DET
agb-220	252	14	proficient	proficient	ADJ
agb-220	252	15	and	and	CCONJ
agb-220	252	16	enduring	endure	VERB
agb-220	252	17	agricultural	agricultural	ADJ
agb-220	252	18	insurance	insurance	NOUN
agb-220	252	19	scheme	scheme	NOUN
agb-220	252	20	,	,	PUNCT
agb-220	252	21	motivating	motivate	VERB
agb-220	252	22	farmers	farmer	NOUN
agb-220	252	23	to	to	PART
agb-220	252	24	secure	secure	VERB
agb-220	252	25	their	their	PRON
agb-220	252	26	agricultural	agricultural	ADJ
agb-220	252	27	vulnerabilities	vulnerability	NOUN
agb-220	252	28	and	and	CCONJ
agb-220	252	29	steering	steer	VERB
agb-220	252	30	the	the	DET
agb-220	252	31	nation	nation	NOUN
agb-220	252	32	towards	towards	ADP
agb-220	252	33	sustainability	sustainability	NOUN
agb-220	252	34	.	.	PUNCT
agb-220	253	1	limitations	limitation	NOUN
agb-220	253	2	the	the	DET
agb-220	253	3	study	study	NOUN
agb-220	253	4	recognizes	recognize	VERB
agb-220	253	5	specific	specific	ADJ
agb-220	253	6	constraints	constraint	NOUN
agb-220	253	7	that	that	SCONJ
agb-220	253	8	necessitate	necessitate	ADJ
agb-220	253	9	prudent	prudent	ADJ
agb-220	253	10	contemplation	contemplation	NOUN
agb-220	253	11	.	.	PUNCT
agb-220	254	1	despite	despite	SCONJ
agb-220	254	2	the	the	DET
agb-220	254	3	examination	examination	NOUN
agb-220	254	4	of	of	ADP
agb-220	254	5	six	six	NUM
agb-220	254	6	mechanisms	mechanism	NOUN
agb-220	254	7	through	through	ADP
agb-220	254	8	which	which	PRON
agb-220	254	9	government	government	NOUN
agb-220	254	10	support	support	NOUN
agb-220	254	11	can	can	AUX
agb-220	254	12	enhance	enhance	VERB
agb-220	254	13	insurance	insurance	NOUN
agb-220	254	14	and	and	CCONJ
agb-220	254	15	risk	risk	NOUN
agb-220	254	16	management	management	NOUN
agb-220	254	17	in	in	ADP
agb-220	254	18	agriculture	agriculture	NOUN
agb-220	254	19	,	,	PUNCT
agb-220	254	20	there	there	PRON
agb-220	254	21	exists	exist	VERB
agb-220	254	22	the	the	DET
agb-220	254	23	possibility	possibility	NOUN
agb-220	254	24	of	of	ADP
agb-220	254	25	additional	additional	ADJ
agb-220	254	26	mechanisms	mechanism	NOUN
agb-220	254	27	meriting	merit	VERB
agb-220	254	28	exploration	exploration	NOUN
agb-220	254	29	.	.	PUNCT
agb-220	255	1	moreover	moreover	ADV
agb-220	255	2	,	,	PUNCT
agb-220	255	3	the	the	DET
agb-220	255	4	research	research	NOUN
agb-220	255	5	model	model	NOUN
agb-220	255	6	framework	framework	NOUN
agb-220	255	7	,	,	PUNCT
agb-220	255	8	encompassing	encompass	VERB
agb-220	255	9	factors	factor	NOUN
agb-220	255	10	like	like	ADP
agb-220	255	11	flood	flood	NOUN
agb-220	255	12	depth	depth	NOUN
agb-220	255	13	,	,	PUNCT
agb-220	255	14	flood	flood	NOUN
agb-220	255	15	duration	duration	NOUN
agb-220	255	16	,	,	PUNCT
agb-220	255	17	and	and	CCONJ
agb-220	255	18	rice	rice	NOUN
agb-220	255	19	state	state	NOUN
agb-220	255	20	as	as	ADP
agb-220	255	21	contributors	contributor	NOUN
agb-220	255	22	to	to	PART
agb-220	255	23	predict	predict	VERB
agb-220	255	24	rice	rice	NOUN
agb-220	255	25	production	production	NOUN
agb-220	255	26	loss	loss	NOUN
agb-220	255	27	,	,	PUNCT
agb-220	255	28	underscores	underscore	VERB
agb-220	255	29	the	the	DET
agb-220	255	30	necessity	necessity	NOUN
agb-220	255	31	for	for	SCONJ
agb-220	255	32	researchers	researcher	NOUN
agb-220	255	33	to	to	PART
agb-220	255	34	broaden	broaden	VERB
agb-220	255	35	their	their	PRON
agb-220	255	36	focus	focus	NOUN
agb-220	255	37	to	to	PART
agb-220	255	38	incorporate	incorporate	VERB
agb-220	255	39	additional	additional	ADJ
agb-220	255	40	dimensional	dimensional	ADJ
agb-220	255	41	datasets	dataset	NOUN
agb-220	255	42	such	such	ADJ
agb-220	255	43	as	as	ADP
agb-220	255	44	soil	soil	NOUN
agb-220	255	45	nutrients	nutrient	NOUN
agb-220	255	46	,	,	PUNCT
agb-220	255	47	satellite	satellite	NOUN
agb-220	255	48	data	datum	NOUN
agb-220	255	49	,	,	PUNCT
agb-220	255	50	and	and	CCONJ
agb-220	255	51	index	index	NOUN
agb-220	255	52	parameters	parameter	NOUN
agb-220	255	53	.	.	PUNCT
agb-220	256	1	this	this	DET
agb-220	256	2	expansion	expansion	NOUN
agb-220	256	3	is	be	AUX
agb-220	256	4	crucial	crucial	ADJ
agb-220	256	5	for	for	ADP
agb-220	256	6	achieving	achieve	VERB
agb-220	256	7	more	more	ADV
agb-220	256	8	comprehensive	comprehensive	ADJ
agb-220	256	9	and	and	CCONJ
agb-220	256	10	accurate	accurate	ADJ
agb-220	256	11	predictions	prediction	NOUN
agb-220	256	12	in	in	ADP
agb-220	256	13	the	the	DET
agb-220	256	14	realm	realm	NOUN
agb-220	256	15	of	of	ADP
agb-220	256	16	agricultural	agricultural	ADJ
agb-220	256	17	decision	decision	NOUN
agb-220	256	18	-	-	PUNCT
agb-220	256	19	making	making	NOUN
agb-220	256	20	.	.	PUNCT
agb-220	257	1	acknowledgement	acknowledgement	NOUN
agb-220	257	2	this	this	DET
agb-220	257	3	project	project	NOUN
agb-220	257	4	was	be	AUX
agb-220	257	5	supported	support	VERB
agb-220	257	6	and	and	CCONJ
agb-220	257	7	funded	fund	VERB
agb-220	257	8	by	by	ADP
agb-220	257	9	the	the	DET
agb-220	257	10	office	office	NOUN
agb-220	257	11	of	of	ADP
agb-220	257	12	the	the	DET
agb-220	257	13	insurance	insurance	NOUN
agb-220	257	14	commission	commission	PROPN
agb-220	257	15	(	(	PUNCT
agb-220	257	16	oic	oic	PROPN
agb-220	257	17	)	)	PUNCT
agb-220	257	18	2022	2022	NUM
agb-220	257	19	.	.	PUNCT
agb-220	258	1	the	the	DET
agb-220	258	2	research	research	NOUN
agb-220	258	3	team	team	NOUN
agb-220	258	4	comprised	comprise	VERB
agb-220	258	5	thitivadee	thitivadee	PROPN
agb-220	258	6	chaiyawat	chaiyawat	NOUN
agb-220	258	7	,	,	PUNCT
agb-220	258	8	samrieng	samrieng	PROPN
agb-220	258	9	mekkriengkrai	mekkriengkrai	PROPN
agb-220	258	10	,	,	PUNCT
agb-220	258	11	supatra	supatra	ADJ
agb-220	258	12	phanwichit	phanwichit	NOUN
agb-220	258	13	,	,	PUNCT
agb-220	258	14	chutatong	chutatong	NOUN
agb-220	258	15	charumilind	charumilind	NOUN
agb-220	258	16	,	,	PUNCT
agb-220	258	17	praveena	praveena	NOUN
agb-220	258	18	in	in	ADP
agb-220	258	19	-	-	PUNCT
agb-220	258	20	yim	yim	PROPN
agb-220	258	21	,	,	PUNCT
agb-220	258	22	and	and	CCONJ
agb-220	258	23	itthidech	itthidech	VERB
agb-220	258	24	attapaisal	attapaisal	ADJ
agb-220	258	25	.	.	PUNCT
agb-220	259	1	references	reference	NOUN
agb-220	259	2	alnabhani	alnabhani	PROPN
agb-220	259	3	,	,	PUNCT
agb-220	259	4	k.	k.	PROPN
agb-220	259	5	,	,	PUNCT
agb-220	259	6	khan	khan	PROPN
agb-220	259	7	,	,	PUNCT
agb-220	259	8	f.	f.	PROPN
agb-220	259	9	,	,	PUNCT
agb-220	259	10	&	&	CCONJ
agb-220	259	11	yang	yang	PROPN
agb-220	259	12	,	,	PUNCT
agb-220	259	13	m.	m.	NOUN
agb-220	259	14	(	(	PUNCT
agb-220	259	15	2016	2016	NUM
agb-220	259	16	)	)	PUNCT
agb-220	259	17	.	.	PUNCT
agb-220	260	1	the	the	DET
agb-220	260	2	importance	importance	NOUN
agb-220	260	3	of	of	ADP
agb-220	260	4	public	public	ADJ
agb-220	260	5	participation	participation	NOUN
agb-220	260	6	in	in	ADP
agb-220	260	7	legislation	legislation	NOUN
agb-220	260	8	of	of	ADP
agb-220	260	9	tenorm	tenorm	NOUN
agb-220	260	10	risk	risk	NOUN
agb-220	260	11	management	management	NOUN
agb-220	260	12	in	in	ADP
agb-220	260	13	the	the	DET
agb-220	260	14	oil	oil	NOUN
agb-220	260	15	and	and	CCONJ
agb-220	260	16	gas	gas	NOUN
agb-220	260	17	industry	industry	NOUN
agb-220	260	18	.	.	PUNCT
agb-220	261	1	process	process	NOUN
agb-220	261	2	safety	safety	NOUN
agb-220	261	3	and	and	CCONJ
agb-220	261	4	environmental	environmental	ADJ
agb-220	261	5	protection	protection	NOUN
agb-220	261	6	,	,	PUNCT
agb-220	261	7	102	102	NUM
agb-220	261	8	,	,	PUNCT
agb-220	261	9	606	606	NUM
agb-220	261	10	-	-	SYM
agb-220	261	11	614	614	NUM
agb-220	261	12	.	.	PUNCT
agb-220	262	1	doi	doi	NOUN
agb-220	262	2	:	:	PUNCT
agb-220	262	3	https://doi.org/10.1016/j.psep.2016.04.030	https://doi.org/10.1016/j.psep.2016.04.030	NUM
agb-220	262	4	bailey	bailey	NOUN
agb-220	262	5	-	-	PUNCT
agb-220	262	6	serres	serre	NOUN
agb-220	262	7	,	,	PUNCT
agb-220	262	8	j.	j.	PROPN
agb-220	262	9	,	,	PUNCT
agb-220	262	10	lee	lee	PROPN
agb-220	262	11	,	,	PUNCT
agb-220	262	12	s.	s.	PROPN
agb-220	262	13	c.	c.	PROPN
agb-220	262	14	,	,	PUNCT
agb-220	262	15	&	&	CCONJ
agb-220	262	16	brinton	brinton	PROPN
agb-220	262	17	,	,	PUNCT
agb-220	262	18	e.	e.	PROPN
agb-220	262	19	(	(	PUNCT
agb-220	262	20	2012	2012	NUM
agb-220	262	21	)	)	PUNCT
agb-220	262	22	.	.	PUNCT
agb-220	263	1	waterproofing	waterproof	VERB
agb-220	263	2	crops	crop	NOUN
agb-220	263	3	:	:	PUNCT
agb-220	263	4	effective	effective	ADJ
agb-220	263	5	flooding	flooding	NOUN
agb-220	263	6	survival	survival	NOUN
agb-220	263	7	strategies	strategy	NOUN
agb-220	263	8	.	.	PUNCT
agb-220	264	1	plant	plant	NOUN
agb-220	264	2	physiology	physiology	NOUN
agb-220	264	3	,	,	PUNCT
agb-220	264	4	160(4	160(4	NUM
agb-220	264	5	)	)	PUNCT
agb-220	264	6	,	,	PUNCT
agb-220	264	7	1698	1698	NUM
agb-220	264	8	-	-	SYM
agb-220	264	9	1709	1709	NUM
agb-220	264	10	.	.	PUNCT
agb-220	265	1	doi	doi	NOUN
agb-220	265	2	:	:	PUNCT
agb-220	265	3	https://doi.org/10.1104/pp.112.208173	https://doi.org/10.1104/pp.112.208173	PROPN
agb-220	265	4	bang	bang	PROPN
agb-220	265	5	,	,	PUNCT
agb-220	265	6	h.	h.	PROPN
agb-220	265	7	n.	n.	PROPN
agb-220	265	8	(	(	PUNCT
agb-220	265	9	2021	2021	NUM
agb-220	265	10	)	)	PUNCT
agb-220	265	11	.	.	PUNCT
agb-220	266	1	a	a	DET
agb-220	266	2	gap	gap	NOUN
agb-220	266	3	analysis	analysis	NOUN
agb-220	266	4	of	of	ADP
agb-220	266	5	the	the	DET
agb-220	266	6	legislative	legislative	ADJ
agb-220	266	7	,	,	PUNCT
agb-220	266	8	policy	policy	NOUN
agb-220	266	9	,	,	PUNCT
agb-220	266	10	institutional	institutional	ADJ
agb-220	266	11	and	and	CCONJ
agb-220	266	12	crises	crisis	NOUN
agb-220	266	13	management	management	NOUN
agb-220	266	14	frameworks	framework	NOUN
agb-220	266	15	for	for	ADP
agb-220	266	16	disaster	disaster	NOUN
agb-220	266	17	risk	risk	NOUN
agb-220	266	18	management	management	NOUN
agb-220	266	19	in	in	ADP
agb-220	266	20	cameroon	cameroon	PROPN
agb-220	266	21	.	.	PUNCT
agb-220	267	1	progress	progress	NOUN
agb-220	267	2	in	in	ADP
agb-220	267	3	disaster	disaster	NOUN
agb-220	267	4	science	science	NOUN
agb-220	267	5	,	,	PUNCT
agb-220	267	6	11	11	NUM
agb-220	267	7	,	,	PUNCT
agb-220	267	8	100190	100190	NUM
agb-220	267	9	.	.	PUNCT
agb-220	268	1	doi	doi	NOUN
agb-220	268	2	:	:	PUNCT
agb-220	268	3	https://doi.org/10.1016/j.pdisas.2021.100190	https://doi.org/10.1016/j.pdisas.2021.100190	ADJ
agb-220	268	4	başbuğ	başbuğ	NOUN
agb-220	268	5	-	-	PUNCT
agb-220	268	6	erkan	erkan	PROPN
agb-220	268	7	,	,	PUNCT
agb-220	268	8	b.	b.	PROPN
agb-220	268	9	b.	b.	PROPN
agb-220	268	10	,	,	PUNCT
agb-220	268	11	&	&	CCONJ
agb-220	268	12	yilmaz	yilmaz	PROPN
agb-220	268	13	,	,	PUNCT
agb-220	268	14	o.	o.	PROPN
agb-220	268	15	(	(	PUNCT
agb-220	268	16	2015	2015	NUM
agb-220	268	17	)	)	PUNCT
agb-220	268	18	.	.	PUNCT
agb-220	269	1	successes	success	NOUN
agb-220	269	2	and	and	CCONJ
agb-220	269	3	failures	failure	NOUN
agb-220	269	4	of	of	ADP
agb-220	269	5	compulsory	compulsory	ADJ
agb-220	269	6	risk	risk	NOUN
agb-220	269	7	mitigation	mitigation	NOUN
agb-220	269	8	:	:	PUNCT
agb-220	269	9	re	re	VERB
agb-220	269	10	-	-	VERB
agb-220	269	11	evaluating	evaluate	VERB
agb-220	269	12	the	the	DET
agb-220	269	13	turkish	turkish	ADJ
agb-220	269	14	catastrophe	catastrophe	NOUN
agb-220	269	15	insurance	insurance	NOUN
agb-220	269	16	pool	pool	NOUN
agb-220	269	17	.	.	PUNCT
agb-220	270	1	disasters	disaster	NOUN
agb-220	270	2	,	,	PUNCT
agb-220	270	3	39(4	39(4	NOUN
agb-220	270	4	)	)	PUNCT
agb-220	270	5	,	,	PUNCT
agb-220	270	6	782	782	NUM
agb-220	270	7	-	-	SYM
agb-220	270	8	794	794	NUM
agb-220	270	9	.	.	PUNCT
agb-220	271	1	doi	doi	NOUN
agb-220	271	2	:	:	PUNCT
agb-220	271	3	https://doi.org/10.1111/disa.12129	https://doi.org/10.1111/disa.12129	PROPN
agb-220	271	4	biffis	biffis	PROPN
agb-220	271	5	,	,	PUNCT
agb-220	271	6	e.	e.	PROPN
agb-220	271	7	,	,	PUNCT
agb-220	271	8	&	&	CCONJ
agb-220	271	9	chavez	chavez	PROPN
agb-220	271	10	,	,	PUNCT
agb-220	271	11	e.	e.	PROPN
agb-220	271	12	(	(	PUNCT
agb-220	271	13	2017	2017	NUM
agb-220	271	14	)	)	PUNCT
agb-220	271	15	.	.	PUNCT
agb-220	272	1	satellite	satellite	NOUN
agb-220	272	2	data	datum	NOUN
agb-220	272	3	and	and	CCONJ
agb-220	272	4	machine	machine	NOUN
agb-220	272	5	learning	learning	NOUN
agb-220	272	6	for	for	ADP
agb-220	272	7	weather	weather	NOUN
agb-220	272	8	risk	risk	NOUN
agb-220	272	9	management	management	NOUN
agb-220	272	10	and	and	CCONJ
agb-220	272	11	food	food	NOUN
agb-220	272	12	security	security	NOUN
agb-220	272	13	.	.	PUNCT
agb-220	273	1	risk	risk	NOUN
agb-220	273	2	analysis	analysis	NOUN
agb-220	273	3	,	,	PUNCT
agb-220	273	4	37(8	37(8	NUM
agb-220	273	5	)	)	PUNCT
agb-220	273	6	,	,	PUNCT
agb-220	273	7	1508	1508	NUM
agb-220	273	8	-	-	SYM
agb-220	273	9	1521	1521	NUM
agb-220	273	10	.	.	PUNCT
agb-220	274	1	doi	doi	NOUN
agb-220	274	2	:	:	PUNCT
agb-220	274	3	https://doi.org/10.1111/risa.12847	https://doi.org/10.1111/risa.12847	PROPN
agb-220	274	4	botzen	botzen	PROPN
agb-220	274	5	,	,	PUNCT
agb-220	274	6	w.	w.	PROPN
agb-220	274	7	j.	j.	PROPN
agb-220	274	8	w.	w.	PROPN
agb-220	274	9	,	,	PUNCT
agb-220	274	10	van	van	PROPN
agb-220	274	11	den	den	PROPN
agb-220	274	12	bergh	bergh	PROPN
agb-220	274	13	,	,	PUNCT
agb-220	274	14	j.	j.	PROPN
agb-220	274	15	c.	c.	PROPN
agb-220	274	16	j.	j.	PROPN
agb-220	274	17	m.	m.	PROPN
agb-220	274	18	,	,	PUNCT
agb-220	274	19	&	&	CCONJ
agb-220	274	20	bouwer	bouwer	PROPN
agb-220	274	21	,	,	PUNCT
agb-220	274	22	l.	l.	PROPN
agb-220	274	23	m.	m.	PROPN
agb-220	274	24	(	(	PUNCT
agb-220	274	25	2010	2010	NUM
agb-220	274	26	)	)	PUNCT
agb-220	274	27	.	.	PUNCT
agb-220	275	1	climate	climate	NOUN
agb-220	275	2	change	change	NOUN
agb-220	275	3	and	and	CCONJ
agb-220	275	4	increased	increase	VERB
agb-220	275	5	risk	risk	NOUN
agb-220	275	6	for	for	ADP
agb-220	275	7	the	the	DET
agb-220	275	8	insurance	insurance	NOUN
agb-220	275	9	sector	sector	NOUN
agb-220	275	10	:	:	PUNCT
agb-220	275	11	a	a	DET
agb-220	275	12	global	global	ADJ
agb-220	275	13	perspective	perspective	NOUN
agb-220	275	14	and	and	CCONJ
agb-220	275	15	an	an	DET
agb-220	275	16	assessment	assessment	NOUN
agb-220	275	17	for	for	ADP
agb-220	275	18	the	the	DET
agb-220	275	19	netherlands	netherlands	PROPN
agb-220	275	20	.	.	PUNCT
agb-220	276	1	natural	natural	ADJ
agb-220	276	2	hazards	hazard	NOUN
agb-220	276	3	,	,	PUNCT
agb-220	276	4	52(3	52(3	NOUN
agb-220	276	5	)	)	PUNCT
agb-220	276	6	,	,	PUNCT
agb-220	276	7	577	577	NUM
agb-220	276	8	-	-	SYM
agb-220	276	9	598	598	NUM
agb-220	276	10	.	.	PUNCT
agb-220	277	1	doi	doi	NOUN
agb-220	277	2	:	:	PUNCT
agb-220	277	3	https://doi.org/10.1007/s11069-009-9404-1	https://doi.org/10.1007/s11069-009-9404-1	NUM
agb-220	277	4	cabras	cabras	PROPN
agb-220	277	5	,	,	PUNCT
agb-220	277	6	s.	s.	PROPN
agb-220	277	7	,	,	PUNCT
agb-220	277	8	castellanos	castellanos	PROPN
agb-220	277	9	,	,	PUNCT
agb-220	277	10	m.	m.	PROPN
agb-220	277	11	e.	e.	PROPN
agb-220	277	12	,	,	PUNCT
agb-220	277	13	&	&	CCONJ
agb-220	277	14	staffetti	staffetti	PROPN
agb-220	277	15	,	,	PUNCT
agb-220	277	16	e.	e.	PROPN
agb-220	277	17	(	(	PUNCT
agb-220	277	18	2016	2016	NUM
agb-220	277	19	)	)	PUNCT
agb-220	277	20	.	.	PUNCT
agb-220	278	1	a	a	DET
agb-220	278	2	random	random	ADJ
agb-220	278	3	forest	forest	NOUN
agb-220	278	4	application	application	NOUN
agb-220	278	5	to	to	ADP
agb-220	278	6	contact	contact	NOUN
agb-220	278	7	-	-	PUNCT
agb-220	278	8	state	state	NOUN
agb-220	278	9	classification	classification	NOUN
agb-220	278	10	for	for	ADP
agb-220	278	11	robot	robot	NOUN
agb-220	278	12	programming	programming	NOUN
agb-220	278	13	by	by	ADP
agb-220	278	14	human	human	ADJ
agb-220	278	15	demonstration	demonstration	NOUN
agb-220	278	16	.	.	PUNCT
agb-220	279	1	applied	apply	VERB
agb-220	279	2	stochastic	stochastic	ADJ
agb-220	279	3	models	model	NOUN
agb-220	279	4	in	in	ADP
agb-220	279	5	business	business	NOUN
agb-220	279	6	and	and	CCONJ
agb-220	279	7	industry	industry	NOUN
agb-220	279	8	,	,	PUNCT
agb-220	279	9	32(2	32(2	NUM
agb-220	279	10	)	)	PUNCT
agb-220	279	11	,	,	PUNCT
agb-220	279	12	209	209	NUM
agb-220	279	13	-	-	SYM
agb-220	279	14	227	227	NUM
agb-220	279	15	.	.	PUNCT
agb-220	280	1	doi	doi	PROPN
agb-220	280	2	:	:	PUNCT
agb-220	280	3	https://doi.org/10.1002/asmb.2145	https://doi.org/10.1002/asmb.2145	ADJ
agb-220	280	4	chainikom	chainikom	NOUN
agb-220	280	5	,	,	PUNCT
agb-220	280	6	p.	p.	NOUN
agb-220	280	7	(	(	PUNCT
agb-220	280	8	2022	2022	NUM
agb-220	280	9	)	)	PUNCT
agb-220	280	10	.	.	PUNCT
agb-220	281	1	knowledge	knowledge	NOUN
agb-220	281	2	-	-	PUNCT
agb-220	281	3	scape	scape	NOUN
agb-220	281	4	of	of	ADP
agb-220	281	5	research	research	NOUN
agb-220	281	6	on	on	ADP
agb-220	281	7	politics	politic	NOUN
agb-220	281	8	of	of	ADP
agb-220	281	9	environment	environment	NOUN
agb-220	281	10	in	in	ADP
agb-220	281	11	thailand	thailand	PROPN
agb-220	281	12	.	.	PUNCT
agb-220	282	1	international	international	ADJ
agb-220	282	2	journal	journal	PROPN
agb-220	282	3	of	of	ADP
agb-220	282	4	crime	crime	NOUN
agb-220	282	5	,	,	PUNCT
agb-220	282	6	law	law	NOUN
agb-220	282	7	and	and	CCONJ
agb-220	282	8	social	social	ADJ
agb-220	282	9	issues	issue	NOUN
agb-220	282	10	,	,	PUNCT
agb-220	282	11	9(1	9(1	NUM
agb-220	282	12	)	)	PUNCT
agb-220	282	13	,	,	PUNCT
agb-220	282	14	23	23	NUM
agb-220	282	15	-	-	SYM
agb-220	282	16	30	30	NUM
agb-220	282	17	.	.	PUNCT
agb-220	283	1	retrieved	retrieve	VERB
agb-220	283	2	from	from	ADP
agb-220	283	3	https://so02.tcithaijo.org/index.php/ijclsi/article/view/255183	https://so02.tcithaijo.org/index.php/ijclsi/article/view/255183	PROPN
agb-220	283	4	chambers	chamber	NOUN
agb-220	283	5	,	,	PUNCT
agb-220	283	6	r.	r.	PROPN
agb-220	283	7	g.	g.	PROPN
agb-220	283	8	,	,	PUNCT
agb-220	283	9	&	&	CCONJ
agb-220	283	10	quiggin	quiggin	PROPN
agb-220	283	11	,	,	PUNCT
agb-220	283	12	j.	j.	PROPN
agb-220	283	13	(	(	PUNCT
agb-220	283	14	2002	2002	NUM
agb-220	283	15	)	)	PUNCT
agb-220	283	16	.	.	PUNCT
agb-220	284	1	optimal	optimal	ADJ
agb-220	284	2	producer	producer	NOUN
agb-220	284	3	behavior	behavior	NOUN
agb-220	284	4	in	in	ADP
agb-220	284	5	the	the	DET
agb-220	284	6	presence	presence	NOUN
agb-220	284	7	of	of	ADP
agb-220	284	8	area	area	NOUN
agb-220	284	9	-	-	PUNCT
agb-220	284	10	yield	yield	NOUN
agb-220	284	11	crop	crop	NOUN
agb-220	284	12	insurance	insurance	NOUN
agb-220	284	13	.	.	PUNCT
agb-220	285	1	american	american	ADJ
agb-220	285	2	journal	journal	PROPN
agb-220	285	3	of	of	ADP
agb-220	285	4	agricultural	agricultural	ADJ
agb-220	285	5	economics	economic	NOUN
agb-220	285	6	,	,	PUNCT
agb-220	285	7	84(2	84(2	NUM
agb-220	285	8	)	)	PUNCT
agb-220	285	9	,	,	PUNCT
agb-220	285	10	320	320	NUM
agb-220	285	11	-	-	SYM
agb-220	285	12	334	334	NUM
agb-220	285	13	.	.	PUNCT
agb-220	286	1	doi	doi	NOUN
agb-220	286	2	:	:	PUNCT
agb-220	286	3	https://doi.org/10.1111/1467-8276.00300	https://doi.org/10.1111/1467-8276.00300	PROPN
agb-220	286	4	chatterjee	chatterjee	PROPN
agb-220	286	5	,	,	PUNCT
agb-220	286	6	a.	a.	PROPN
agb-220	286	7	,	,	PUNCT
agb-220	286	8	&	&	CCONJ
agb-220	286	9	oza	oza	PROPN
agb-220	286	10	,	,	PUNCT
agb-220	286	11	a.	a.	NOUN
agb-220	286	12	(	(	PUNCT
agb-220	286	13	2017	2017	NUM
agb-220	286	14	)	)	PUNCT
agb-220	286	15	.	.	PUNCT
agb-220	287	1	agriculture	agriculture	NOUN
agb-220	287	2	insurance	insurance	NOUN
agb-220	287	3	.	.	PUNCT
agb-220	288	1	the	the	DET
agb-220	288	2	asian	asian	PROPN
agb-220	288	3	development	development	PROPN
agb-220	288	4	bank	bank	PROPN
agb-220	288	5	(	(	PUNCT
agb-220	288	6	adb	adb	PROPN
agb-220	288	7	)	)	PUNCT
agb-220	288	8	.	.	PUNCT
agb-220	289	1	doi	doi	NOUN
agb-220	289	2	:	:	PUNCT
agb-220	289	3	https://doi.org/10.22617/brf178762-2	https://doi.org/10.22617/brf178762-2	VERB
agb-220	289	4	chen	chen	PROPN
agb-220	289	5	,	,	PUNCT
agb-220	289	6	j.	j.	PROPN
agb-220	289	7	,	,	PUNCT
agb-220	289	8	qiu	qiu	PROPN
agb-220	289	9	,	,	PUNCT
agb-220	289	10	b.	b.	PROPN
agb-220	289	11	,	,	PUNCT
agb-220	289	12	guo	guo	PROPN
agb-220	289	13	,	,	PUNCT
agb-220	289	14	w.	w.	PROPN
agb-220	289	15	,	,	PUNCT
agb-220	289	16	li	li	PROPN
agb-220	289	17	,	,	PUNCT
agb-220	289	18	l.	l.	PROPN
agb-220	289	19	,	,	PUNCT
agb-220	289	20	&	&	CCONJ
agb-220	289	21	miao	miao	PROPN
agb-220	289	22	,	,	PUNCT
agb-220	289	23	x.	x.	NOUN
agb-220	289	24	(	(	PUNCT
agb-220	289	25	2023	2023	NUM
agb-220	289	26	)	)	PUNCT
agb-220	289	27	.	.	PUNCT
agb-220	290	1	divergent	divergent	ADJ
agb-220	290	2	response	response	NOUN
agb-220	290	3	of	of	ADP
agb-220	290	4	crops	crop	NOUN
agb-220	290	5	and	and	CCONJ
agb-220	290	6	natural	natural	ADJ
agb-220	290	7	vegetation	vegetation	NOUN
agb-220	290	8	to	to	ADP
agb-220	290	9	the	the	DET
agb-220	290	10	recordbreaking	recordbreake	VERB
agb-220	290	11	extreme	extreme	ADJ
agb-220	290	12	precipitation	precipitation	NOUN
agb-220	290	13	event	event	NOUN
agb-220	290	14	in	in	ADP
agb-220	290	15	2020	2020	NUM
agb-220	290	16	modulated	modulate	VERB
agb-220	290	17	by	by	ADP
agb-220	290	18	topography	topography	NOUN
agb-220	290	19	.	.	PUNCT
agb-220	291	1	environmental	environmental	ADJ
agb-220	291	2	research	research	NOUN
agb-220	291	3	letters	letter	NOUN
agb-220	291	4	,	,	PUNCT
agb-220	291	5	18(6	18(6	NOUN
agb-220	291	6	)	)	PUNCT
agb-220	291	7	,	,	PUNCT
agb-220	291	8	064047	064047	NUM
agb-220	291	9	.	.	PUNCT
agb-220	292	1	doi	doi	NOUN
agb-220	292	2	:	:	PUNCT
agb-220	292	3	https://doi.org/10.1088/1748-9326/acdaae	https://doi.org/10.1088/1748-9326/acdaae	PROPN
agb-220	292	4	chen	chen	PROPN
agb-220	292	5	,	,	PUNCT
agb-220	292	6	w.	w.	PROPN
agb-220	292	7	,	,	PUNCT
agb-220	292	8	hohl	hohl	PROPN
agb-220	292	9	,	,	PUNCT
agb-220	292	10	r.	r.	PROPN
agb-220	292	11	,	,	PUNCT
agb-220	292	12	&	&	CCONJ
agb-220	292	13	tiong	tiong	PROPN
agb-220	292	14	,	,	PUNCT
agb-220	292	15	l.	l.	PROPN
agb-220	292	16	k.	k.	PROPN
agb-220	292	17	(	(	PUNCT
agb-220	292	18	2017	2017	NUM
agb-220	292	19	)	)	PUNCT
agb-220	292	20	.	.	PUNCT
agb-220	293	1	rainfall	rainfall	NOUN
agb-220	293	2	index	index	NOUN
agb-220	293	3	insurance	insurance	NOUN
agb-220	293	4	for	for	ADP
agb-220	293	5	corn	corn	NOUN
agb-220	293	6	farmers	farmer	NOUN
agb-220	293	7	in	in	ADP
agb-220	293	8	shandong	shandong	PROPN
agb-220	293	9	based	base	VERB
agb-220	293	10	on	on	ADP
agb-220	293	11	high	high	ADJ
agb-220	293	12	-	-	PUNCT
agb-220	293	13	resolution	resolution	NOUN
agb-220	293	14	weather	weather	NOUN
agb-220	293	15	and	and	CCONJ
agb-220	293	16	yield	yield	VERB
agb-220	293	17	data	datum	NOUN
agb-220	293	18	.	.	PUNCT
agb-220	294	1	agricultural	agricultural	ADJ
agb-220	294	2	finance	finance	PROPN
agb-220	294	3	review	review	NOUN
agb-220	294	4	,	,	PUNCT
agb-220	294	5	77(2	77(2	NOUN
agb-220	294	6	)	)	PUNCT
agb-220	294	7	,	,	PUNCT
agb-220	294	8	337	337	NUM
agb-220	294	9	-	-	SYM
agb-220	294	10	354	354	NUM
agb-220	294	11	.	.	PUNCT
agb-220	295	1	doi	doi	NOUN
agb-220	295	2	:	:	PUNCT
agb-220	295	3	https://doi.org/10.1108/afr-10-2015-0042	https://doi.org/10.1108/afr-10-2015-0042	PROPN
agb-220	295	4	https://doi.org/10.1016/j.psep.2016.04.030	https://doi.org/10.1016/j.psep.2016.04.030	PROPN
agb-220	295	5	https://doi.org/10.1104/pp.112.208173	https://doi.org/10.1104/pp.112.208173	PROPN
agb-220	295	6	https://doi.org/10.1016/j.pdisas.2021.100190	https://doi.org/10.1016/j.pdisas.2021.100190	VERB
agb-220	295	7	https://doi.org/10.1111/disa.12129	https://doi.org/10.1111/disa.12129	PROPN
agb-220	295	8	https://doi.org/10.1111/risa.12847	https://doi.org/10.1111/risa.12847	NOUN
agb-220	295	9	https://doi.org/10.1007/s11069-009-9404-1	https://doi.org/10.1007/s11069-009-9404-1	NUM
agb-220	295	10	https://doi.org/10.1002/asmb.2145	https://doi.org/10.1002/asmb.2145	PROPN
agb-220	295	11	https://so02.tci-thaijo.org/index.php/ijclsi/article/view/255183	https://so02.tci-thaijo.org/index.php/ijclsi/article/view/255183	PROPN
agb-220	295	12	https://so02.tci-thaijo.org/index.php/ijclsi/article/view/255183	https://so02.tci-thaijo.org/index.php/ijclsi/article/view/255183	PROPN
agb-220	295	13	https://doi.org/10.1111/1467-8276.00300	https://doi.org/10.1111/1467-8276.00300	PROPN
agb-220	295	14	https://doi.org/10.22617/brf178762-2	https://doi.org/10.22617/brf178762-2	VERB
agb-220	295	15	https://doi.org/10.1088/1748-9326/acdaae	https://doi.org/10.1088/1748-9326/acdaae	NOUN
agb-220	295	16	https://doi.org/10.1108/afr-10-2015-0042	https://doi.org/10.1108/afr-10-2015-0042	ADP
agb-220	295	17	agbioforum	agbioforum	NOUN
agb-220	295	18	,	,	PUNCT
agb-220	295	19	25(2	25(2	NUM
agb-220	295	20	)	)	PUNCT
agb-220	295	21	,	,	PUNCT
agb-220	295	22	2023	2023	NUM
agb-220	295	23	|	|	NOUN
agb-220	295	24	138	138	NUM
agb-220	295	25	chaiyawat	chaiyawat	VERB
agb-220	295	26	et	et	PROPN
agb-220	295	27	al	al	PROPN
agb-220	295	28	.	.	PROPN
agb-220	295	29	—	—	PUNCT
agb-220	295	30	enhancing	enhance	VERB
agb-220	295	31	the	the	DET
agb-220	295	32	effectiveness	effectiveness	NOUN
agb-220	295	33	of	of	ADP
agb-220	295	34	insurance	insurance	NOUN
agb-220	295	35	risk	risk	NOUN
agb-220	295	36	management	management	NOUN
agb-220	295	37	in	in	ADP
agb-220	295	38	the	the	DET
agb-220	295	39	agricultural	agricultural	ADJ
agb-220	295	40	,	,	PUNCT
agb-220	295	41	livestock	livestock	NOUN
agb-220	295	42	,	,	PUNCT
agb-220	295	43	and	and	CCONJ
agb-220	295	44	fishery	fishery	NOUN
agb-220	295	45	sectors	sector	NOUN
agb-220	295	46	in	in	ADP
agb-220	295	47	thailand	thailand	PROPN
agb-220	295	48	choudhury	choudhury	PROPN
agb-220	295	49	,	,	PUNCT
agb-220	295	50	a.	a.	PROPN
agb-220	295	51	,	,	PUNCT
agb-220	295	52	jones	jones	PROPN
agb-220	295	53	,	,	PUNCT
agb-220	295	54	j.	j.	PROPN
agb-220	295	55	,	,	PUNCT
agb-220	295	56	okine	okine	PROPN
agb-220	295	57	,	,	PUNCT
agb-220	295	58	a.	a.	PROPN
agb-220	295	59	,	,	PUNCT
agb-220	295	60	&	&	CCONJ
agb-220	295	61	choudhury	choudhury	PROPN
agb-220	295	62	,	,	PUNCT
agb-220	295	63	r.	r.	PROPN
agb-220	295	64	(	(	PUNCT
agb-220	295	65	2016	2016	NUM
agb-220	295	66	)	)	PUNCT
agb-220	295	67	.	.	PUNCT
agb-220	296	1	drought	drought	NOUN
agb-220	296	2	-	-	PUNCT
agb-220	296	3	triggered	trigger	VERB
agb-220	296	4	index	index	NOUN
agb-220	296	5	insurance	insurance	NOUN
agb-220	296	6	using	use	VERB
agb-220	296	7	cluster	cluster	NOUN
agb-220	296	8	analysis	analysis	NOUN
agb-220	296	9	of	of	ADP
agb-220	296	10	rainfall	rainfall	NOUN
agb-220	296	11	affected	affect	VERB
agb-220	296	12	by	by	ADP
agb-220	296	13	climate	climate	NOUN
agb-220	296	14	change	change	NOUN
agb-220	296	15	.	.	PUNCT
agb-220	297	1	journal	journal	NOUN
agb-220	297	2	of	of	ADP
agb-220	297	3	insurance	insurance	NOUN
agb-220	297	4	issues	issue	NOUN
agb-220	297	5	,	,	PUNCT
agb-220	297	6	39(2	39(2	NUM
agb-220	297	7	)	)	PUNCT
agb-220	297	8	,	,	PUNCT
agb-220	297	9	169	169	NUM
agb-220	297	10	-	-	SYM
agb-220	297	11	186	186	NUM
agb-220	297	12	.	.	PUNCT
agb-220	298	1	retrieved	retrieve	VERB
agb-220	298	2	from	from	ADP
agb-220	298	3	http://www.jstor.org/stable/43921956	http://www.jstor.org/stable/43921956	PROPN
agb-220	298	4	coles	cole	NOUN
agb-220	298	5	,	,	PUNCT
agb-220	298	6	s.	s.	PROPN
agb-220	298	7	(	(	PUNCT
agb-220	298	8	2001	2001	NUM
agb-220	298	9	)	)	PUNCT
agb-220	298	10	.	.	PUNCT
agb-220	299	1	an	an	DET
agb-220	299	2	introduction	introduction	NOUN
agb-220	299	3	to	to	ADP
agb-220	299	4	statistical	statistical	ADJ
agb-220	299	5	modeling	modeling	NOUN
agb-220	299	6	of	of	ADP
agb-220	299	7	extreme	extreme	ADJ
agb-220	299	8	values	value	NOUN
agb-220	299	9	.	.	PUNCT
agb-220	300	1	springer	springer	PROPN
agb-220	300	2	london	london	PROPN
agb-220	300	3	.	.	PUNCT
agb-220	301	1	doi	doi	PROPN
agb-220	301	2	:	:	PUNCT
agb-220	301	3	https://doi.org/10.1007/978-1-4471-3675-0	https://doi.org/10.1007/978-1-4471-3675-0	PROPN
agb-220	301	4	deng	deng	PROPN
agb-220	301	5	,	,	PUNCT
agb-220	301	6	x.	x.	PROPN
agb-220	301	7	,	,	PUNCT
agb-220	301	8	barnett	barnett	PROPN
agb-220	301	9	,	,	PUNCT
agb-220	301	10	b.	b.	PROPN
agb-220	301	11	j.	j.	PROPN
agb-220	301	12	,	,	PUNCT
agb-220	301	13	&	&	CCONJ
agb-220	301	14	vedenov	vedenov	PROPN
agb-220	301	15	,	,	PUNCT
agb-220	301	16	d.	d.	PROPN
agb-220	301	17	v.	v.	PROPN
agb-220	301	18	(	(	PUNCT
agb-220	301	19	2007	2007	NUM
agb-220	301	20	)	)	PUNCT
agb-220	301	21	.	.	PUNCT
agb-220	301	22	is	be	AUX
agb-220	301	23	there	there	PRON
agb-220	301	24	a	a	DET
agb-220	301	25	viable	viable	ADJ
agb-220	301	26	market	market	NOUN
agb-220	301	27	for	for	ADP
agb-220	301	28	area	area	NOUN
agb-220	301	29	-	-	PUNCT
agb-220	301	30	based	base	VERB
agb-220	301	31	crop	crop	NOUN
agb-220	301	32	insurance	insurance	NOUN
agb-220	301	33	?	?	PUNCT
agb-220	302	1	american	american	ADJ
agb-220	302	2	journal	journal	PROPN
agb-220	302	3	of	of	ADP
agb-220	302	4	agricultural	agricultural	ADJ
agb-220	302	5	economics	economic	NOUN
agb-220	302	6	,	,	PUNCT
agb-220	302	7	89(2	89(2	NOUN
agb-220	302	8	)	)	PUNCT
agb-220	302	9	,	,	PUNCT
agb-220	302	10	508	508	NUM
agb-220	302	11	-	-	SYM
agb-220	302	12	519	519	NUM
agb-220	302	13	.	.	PUNCT
agb-220	303	1	doi	doi	NOUN
agb-220	303	2	:	:	PUNCT
agb-220	303	3	https://doi.org/10.1111/j.14678276.2007.00975.x	https://doi.org/10.1111/j.14678276.2007.00975.x	ADJ
agb-220	303	4	dercon	dercon	NOUN
agb-220	303	5	,	,	PUNCT
agb-220	303	6	s.	s.	PROPN
agb-220	303	7	,	,	PUNCT
agb-220	303	8	hill	hill	PROPN
agb-220	303	9	,	,	PUNCT
agb-220	303	10	r.	r.	PROPN
agb-220	303	11	v.	v.	PROPN
agb-220	303	12	,	,	PUNCT
agb-220	303	13	clarke	clarke	PROPN
agb-220	303	14	,	,	PUNCT
agb-220	303	15	d.	d.	PROPN
agb-220	303	16	,	,	PUNCT
agb-220	303	17	outes	oute	NOUN
agb-220	303	18	-	-	PUNCT
agb-220	303	19	leon	leon	PROPN
agb-220	303	20	,	,	PUNCT
agb-220	303	21	i.	i.	PROPN
agb-220	303	22	,	,	PUNCT
agb-220	303	23	&	&	CCONJ
agb-220	303	24	seyoum	seyoum	PROPN
agb-220	303	25	taffesse	taffesse	PROPN
agb-220	303	26	,	,	PUNCT
agb-220	303	27	a.	a.	NOUN
agb-220	303	28	(	(	PUNCT
agb-220	303	29	2014	2014	NUM
agb-220	303	30	)	)	PUNCT
agb-220	303	31	.	.	PUNCT
agb-220	304	1	offering	offer	VERB
agb-220	304	2	rainfall	rainfall	NOUN
agb-220	304	3	insurance	insurance	NOUN
agb-220	304	4	to	to	ADP
agb-220	304	5	informal	informal	ADJ
agb-220	304	6	insurance	insurance	NOUN
agb-220	304	7	groups	group	NOUN
agb-220	304	8	:	:	PUNCT
agb-220	304	9	evidence	evidence	NOUN
agb-220	304	10	from	from	ADP
agb-220	304	11	a	a	DET
agb-220	304	12	field	field	NOUN
agb-220	304	13	experiment	experiment	NOUN
agb-220	304	14	in	in	ADP
agb-220	304	15	ethiopia	ethiopia	PROPN
agb-220	304	16	.	.	PUNCT
agb-220	305	1	journal	journal	PROPN
agb-220	305	2	of	of	ADP
agb-220	305	3	development	development	NOUN
agb-220	305	4	economics	economic	NOUN
agb-220	305	5	,	,	PUNCT
agb-220	305	6	106	106	NUM
agb-220	305	7	,	,	PUNCT
agb-220	305	8	132	132	NUM
agb-220	305	9	-	-	SYM
agb-220	305	10	143	143	NUM
agb-220	305	11	.	.	PUNCT
agb-220	306	1	doi	doi	NOUN
agb-220	306	2	:	:	PUNCT
agb-220	306	3	https://doi.org/10.1016/j.jdeveco.2013.09.006	https://doi.org/10.1016/j.jdeveco.2013.09.006	PROPN
agb-220	306	4	du	du	PROPN
agb-220	306	5	,	,	PUNCT
agb-220	306	6	x.	x.	PROPN
agb-220	306	7	,	,	PUNCT
agb-220	306	8	feng	feng	PROPN
agb-220	306	9	,	,	PUNCT
agb-220	306	10	h.	h.	PROPN
agb-220	306	11	,	,	PUNCT
agb-220	306	12	&	&	CCONJ
agb-220	306	13	hennessy	hennessy	PROPN
agb-220	306	14	,	,	PUNCT
agb-220	306	15	d.	d.	PROPN
agb-220	306	16	a.	a.	PROPN
agb-220	306	17	(	(	PUNCT
agb-220	306	18	2017	2017	NUM
agb-220	306	19	)	)	PUNCT
agb-220	306	20	.	.	PUNCT
agb-220	307	1	rationality	rationality	NOUN
agb-220	307	2	of	of	ADP
agb-220	307	3	choices	choice	NOUN
agb-220	307	4	in	in	ADP
agb-220	307	5	subsidized	subsidized	ADJ
agb-220	307	6	crop	crop	NOUN
agb-220	307	7	insurance	insurance	NOUN
agb-220	307	8	markets	market	NOUN
agb-220	307	9	.	.	PUNCT
agb-220	308	1	american	american	ADJ
agb-220	308	2	journal	journal	PROPN
agb-220	308	3	of	of	ADP
agb-220	308	4	agricultural	agricultural	ADJ
agb-220	308	5	economics	economic	NOUN
agb-220	308	6	,	,	PUNCT
agb-220	308	7	99(3	99(3	NUM
agb-220	308	8	)	)	PUNCT
agb-220	308	9	,	,	PUNCT
agb-220	308	10	732	732	NUM
agb-220	308	11	-	-	SYM
agb-220	308	12	756	756	NUM
agb-220	308	13	.	.	PUNCT
agb-220	309	1	doi	doi	NOUN
agb-220	309	2	:	:	PUNCT
agb-220	309	3	https://doi.org/10.1093/ajae/aaw035	https://doi.org/10.1093/ajae/aaw035	ADJ
agb-220	309	4	elabed	elabe	VERB
agb-220	309	5	,	,	PUNCT
agb-220	309	6	g.	g.	PROPN
agb-220	309	7	,	,	PUNCT
agb-220	309	8	bellemare	bellemare	NOUN
agb-220	309	9	,	,	PUNCT
agb-220	309	10	m.	m.	PROPN
agb-220	309	11	f.	f.	PROPN
agb-220	309	12	,	,	PUNCT
agb-220	309	13	carter	carter	PROPN
agb-220	309	14	,	,	PUNCT
agb-220	309	15	m.	m.	PROPN
agb-220	309	16	r.	r.	PROPN
agb-220	309	17	,	,	PUNCT
agb-220	309	18	&	&	CCONJ
agb-220	309	19	guirkinger	guirkinger	NOUN
agb-220	309	20	,	,	PUNCT
agb-220	309	21	c.	c.	PROPN
agb-220	309	22	(	(	PUNCT
agb-220	309	23	2013	2013	NUM
agb-220	309	24	)	)	PUNCT
agb-220	309	25	.	.	PUNCT
agb-220	310	1	managing	manage	VERB
agb-220	310	2	basis	basis	NOUN
agb-220	310	3	risk	risk	NOUN
agb-220	310	4	with	with	ADP
agb-220	310	5	multiscale	multiscale	ADJ
agb-220	310	6	index	index	NOUN
agb-220	310	7	insurance	insurance	NOUN
agb-220	310	8	.	.	PUNCT
agb-220	311	1	agricultural	agricultural	ADJ
agb-220	311	2	economics	economic	NOUN
agb-220	311	3	,	,	PUNCT
agb-220	311	4	44(4	44(4	NOUN
agb-220	311	5	-	-	SYM
agb-220	311	6	5	5	NUM
agb-220	311	7	)	)	PUNCT
agb-220	311	8	,	,	PUNCT
agb-220	311	9	419431	419431	NUM
agb-220	311	10	.	.	PUNCT
agb-220	312	1	doi	doi	NOUN
agb-220	312	2	:	:	PUNCT
agb-220	312	3	https://doi.org/10.1111/agec.12025	https://doi.org/10.1111/agec.12025	PROPN
agb-220	312	4	elahi	elahi	PROPN
agb-220	312	5	,	,	PUNCT
agb-220	312	6	e.	e.	PROPN
agb-220	312	7	,	,	PUNCT
agb-220	312	8	khalid	khalid	PROPN
agb-220	312	9	,	,	PUNCT
agb-220	312	10	z.	z.	PROPN
agb-220	312	11	,	,	PUNCT
agb-220	312	12	tauni	tauni	PROPN
agb-220	312	13	,	,	PUNCT
agb-220	312	14	m.	m.	PROPN
agb-220	312	15	z.	z.	PROPN
agb-220	312	16	,	,	PUNCT
agb-220	312	17	zhang	zhang	PROPN
agb-220	312	18	,	,	PUNCT
agb-220	312	19	h.	h.	PROPN
agb-220	312	20	,	,	PUNCT
agb-220	312	21	&	&	CCONJ
agb-220	312	22	lirong	lirong	ADJ
agb-220	312	23	,	,	PUNCT
agb-220	312	24	x.	x.	NOUN
agb-220	312	25	(	(	PUNCT
agb-220	312	26	2022	2022	NUM
agb-220	312	27	)	)	PUNCT
agb-220	312	28	.	.	PUNCT
agb-220	313	1	extreme	extreme	ADJ
agb-220	313	2	weather	weather	NOUN
agb-220	313	3	events	event	NOUN
agb-220	313	4	risk	risk	NOUN
agb-220	313	5	to	to	ADP
agb-220	313	6	crop	crop	NOUN
agb-220	313	7	-	-	PUNCT
agb-220	313	8	production	production	NOUN
agb-220	313	9	and	and	CCONJ
agb-220	313	10	the	the	DET
agb-220	313	11	adaptation	adaptation	NOUN
agb-220	313	12	of	of	ADP
agb-220	313	13	innovative	innovative	ADJ
agb-220	313	14	management	management	NOUN
agb-220	313	15	strategies	strategy	NOUN
agb-220	313	16	to	to	PART
agb-220	313	17	mitigate	mitigate	VERB
agb-220	313	18	the	the	DET
agb-220	313	19	risk	risk	NOUN
agb-220	313	20	:	:	PUNCT
agb-220	313	21	a	a	DET
agb-220	313	22	retrospective	retrospective	ADJ
agb-220	313	23	survey	survey	NOUN
agb-220	313	24	of	of	ADP
agb-220	313	25	rural	rural	ADJ
agb-220	313	26	punjab	punjab	PROPN
agb-220	313	27	,	,	PUNCT
agb-220	313	28	pakistan	pakistan	PROPN
agb-220	313	29	.	.	PUNCT
agb-220	314	1	technovation	technovation	NOUN
agb-220	314	2	,	,	PUNCT
agb-220	314	3	117	117	NUM
agb-220	314	4	,	,	PUNCT
agb-220	314	5	102255	102255	NUM
agb-220	314	6	.	.	PUNCT
agb-220	315	1	doi	doi	NOUN
agb-220	315	2	:	:	PUNCT
agb-220	315	3	https://doi.org/10.1016/j.technovation.2021.102255	https://doi.org/10.1016/j.technovation.2021.102255	ADJ
agb-220	315	4	felkner	felkner	NOUN
agb-220	315	5	,	,	PUNCT
agb-220	315	6	j.	j.	PROPN
agb-220	315	7	,	,	PUNCT
agb-220	315	8	tazhibayeva	tazhibayeva	PROPN
agb-220	315	9	,	,	PUNCT
agb-220	315	10	k.	k.	PROPN
agb-220	315	11	,	,	PUNCT
agb-220	315	12	&	&	CCONJ
agb-220	315	13	townsend	townsend	PROPN
agb-220	315	14	,	,	PUNCT
agb-220	315	15	r.	r.	PROPN
agb-220	315	16	(	(	PUNCT
agb-220	315	17	2009	2009	NUM
agb-220	315	18	)	)	PUNCT
agb-220	315	19	.	.	PUNCT
agb-220	316	1	impact	impact	NOUN
agb-220	316	2	of	of	ADP
agb-220	316	3	climate	climate	NOUN
agb-220	316	4	change	change	NOUN
agb-220	316	5	on	on	ADP
agb-220	316	6	rice	rice	NOUN
agb-220	316	7	production	production	NOUN
agb-220	316	8	in	in	ADP
agb-220	316	9	thailand	thailand	PROPN
agb-220	316	10	.	.	PUNCT
agb-220	317	1	american	american	PROPN
agb-220	317	2	economic	economic	PROPN
agb-220	317	3	review	review	PROPN
agb-220	317	4	,	,	PUNCT
agb-220	317	5	99(2	99(2	PROPN
agb-220	317	6	)	)	PUNCT
agb-220	317	7	,	,	PUNCT
agb-220	317	8	205	205	NUM
agb-220	317	9	-	-	SYM
agb-220	317	10	210	210	NUM
agb-220	317	11	.	.	PUNCT
agb-220	318	1	doi	doi	NOUN
agb-220	318	2	:	:	PUNCT
agb-220	318	3	https://doi.org/10.1257/aer.99.2.205	https://doi.org/10.1257/aer.99.2.205	VERB
agb-220	318	4	gilissen	gilissen	NOUN
agb-220	318	5	,	,	PUNCT
agb-220	318	6	h.	h.	PROPN
agb-220	318	7	k.	k.	PROPN
agb-220	318	8	(	(	PUNCT
agb-220	318	9	2015	2015	NUM
agb-220	318	10	)	)	PUNCT
agb-220	318	11	.	.	PUNCT
agb-220	319	1	the	the	DET
agb-220	319	2	integration	integration	NOUN
agb-220	319	3	of	of	ADP
agb-220	319	4	the	the	DET
agb-220	319	5	adaptation	adaptation	NOUN
agb-220	319	6	approach	approach	NOUN
agb-220	319	7	into	into	ADP
agb-220	319	8	eu	eu	PROPN
agb-220	319	9	and	and	CCONJ
agb-220	319	10	dutch	dutch	ADJ
agb-220	319	11	legislation	legislation	NOUN
agb-220	319	12	on	on	ADP
agb-220	319	13	flood	flood	NOUN
agb-220	319	14	risk	risk	NOUN
agb-220	319	15	management	management	NOUN
agb-220	319	16	.	.	PUNCT
agb-220	320	1	journal	journal	NOUN
agb-220	320	2	of	of	ADP
agb-220	320	3	water	water	NOUN
agb-220	320	4	law	law	NOUN
agb-220	320	5	,	,	PUNCT
agb-220	320	6	24(3/4	24(3/4	NUM
agb-220	320	7	)	)	PUNCT
agb-220	320	8	,	,	PUNCT
agb-220	320	9	157	157	NUM
agb-220	320	10	-	-	SYM
agb-220	320	11	165	165	NUM
agb-220	320	12	.	.	PUNCT
agb-220	320	13	retrieved	retrieve	VERB
agb-220	320	14	from	from	ADP
agb-220	320	15	https://dspace.library.uu.nl/handle/1874/329263	https://dspace.library.uu.nl/handle/1874/329263	NUM
agb-220	320	16	intongpan	intongpan	NOUN
agb-220	320	17	,	,	PUNCT
agb-220	320	18	p.	p.	NOUN
agb-220	320	19	(	(	PUNCT
agb-220	320	20	2019	2019	NUM
agb-220	320	21	)	)	PUNCT
agb-220	320	22	.	.	PUNCT
agb-220	321	1	climate	climate	NOUN
agb-220	321	2	change	change	NOUN
agb-220	321	3	through	through	ADP
agb-220	321	4	environmental	environmental	ADJ
agb-220	321	5	ethics	ethic	NOUN
agb-220	321	6	and	and	CCONJ
agb-220	321	7	buddhist	buddhist	ADJ
agb-220	321	8	philosophy	philosophy	NOUN
agb-220	321	9	.	.	PUNCT
agb-220	322	1	psaku	psaku	PROPN
agb-220	322	2	international	international	ADJ
agb-220	322	3	journal	journal	NOUN
agb-220	322	4	of	of	ADP
agb-220	322	5	interdisciplinary	interdisciplinary	ADJ
agb-220	322	6	research	research	NOUN
agb-220	322	7	,	,	PUNCT
agb-220	322	8	8(1/2	8(1/2	NUM
agb-220	322	9	)	)	PUNCT
agb-220	322	10	,	,	PUNCT
agb-220	322	11	95	95	NUM
agb-220	322	12	-	-	SYM
agb-220	322	13	111	111	NUM
agb-220	322	14	.	.	PUNCT
agb-220	323	1	retrieved	retrieve	VERB
agb-220	323	2	from	from	ADP
agb-220	323	3	https://so05.tcithaijo.org/index.php/psakuijir/article/view/242912	https://so05.tcithaijo.org/index.php/psakuijir/article/view/242912	PROPN
agb-220	323	4	jafino	jafino	NOUN
agb-220	323	5	,	,	PUNCT
agb-220	323	6	b.	b.	PROPN
agb-220	323	7	a.	a.	PROPN
agb-220	323	8	,	,	PUNCT
agb-220	323	9	walsh	walsh	PROPN
agb-220	323	10	,	,	PUNCT
agb-220	323	11	b.	b.	PROPN
agb-220	323	12	,	,	PUNCT
agb-220	323	13	rozenberg	rozenberg	PROPN
agb-220	323	14	,	,	PUNCT
agb-220	323	15	j.	j.	PROPN
agb-220	323	16	,	,	PUNCT
agb-220	323	17	&	&	CCONJ
agb-220	323	18	hallegatte	hallegatte	PROPN
agb-220	323	19	,	,	PUNCT
agb-220	323	20	s.	s.	PROPN
agb-220	323	21	(	(	PUNCT
agb-220	323	22	2020	2020	NUM
agb-220	323	23	)	)	PUNCT
agb-220	323	24	.	.	PUNCT
agb-220	324	1	revised	revise	VERB
agb-220	324	2	estimates	estimate	NOUN
agb-220	324	3	of	of	ADP
agb-220	324	4	the	the	DET
agb-220	324	5	impact	impact	NOUN
agb-220	324	6	of	of	ADP
agb-220	324	7	climate	climate	NOUN
agb-220	324	8	change	change	NOUN
agb-220	324	9	on	on	ADP
agb-220	324	10	extreme	extreme	ADJ
agb-220	324	11	poverty	poverty	NOUN
agb-220	324	12	by	by	ADP
agb-220	324	13	2030	2030	NUM
agb-220	324	14	.	.	PUNCT
agb-220	325	1	the	the	DET
agb-220	325	2	world	world	PROPN
agb-220	325	3	bank	bank	PROPN
agb-220	325	4	.	.	PUNCT
agb-220	326	1	doi	doi	PROPN
agb-220	326	2	:	:	PUNCT
agb-220	326	3	https://doi.org/10.1596/1813-9450-9417	https://doi.org/10.1596/1813-9450-9417	PRON
agb-220	326	4	jensen	jensen	PROPN
agb-220	326	5	,	,	PUNCT
agb-220	326	6	w.	w.	PROPN
agb-220	326	7	a.	a.	PROPN
agb-220	326	8	(	(	PUNCT
agb-220	326	9	2008	2008	NUM
agb-220	326	10	)	)	PUNCT
agb-220	326	11	.	.	PUNCT
agb-220	327	1	decision	decision	NOUN
agb-220	327	2	trees	tree	NOUN
agb-220	327	3	for	for	ADP
agb-220	327	4	business	business	NOUN
agb-220	327	5	intelligence	intelligence	NOUN
agb-220	327	6	and	and	CCONJ
agb-220	327	7	data	datum	NOUN
agb-220	327	8	mining	mining	NOUN
agb-220	327	9	:	:	PUNCT
agb-220	327	10	using	use	VERB
agb-220	327	11	sas	sas	PROPN
agb-220	327	12	®	®	NOUN
agb-220	327	13	enterprise	enterprise	NOUN
agb-220	327	14	miner	miner	NOUN
agb-220	327	15	™	™	NOUN
agb-220	327	16	.	.	PUNCT
agb-220	328	1	technometrics	technometric	NOUN
agb-220	328	2	,	,	PUNCT
agb-220	328	3	50(3	50(3	NUM
agb-220	328	4	)	)	PUNCT
agb-220	328	5	,	,	PUNCT
agb-220	328	6	409410	409410	NUM
agb-220	328	7	.	.	PUNCT
agb-220	329	1	doi	doi	NOUN
agb-220	329	2	:	:	PUNCT
agb-220	329	3	https://doi.org/10.1198/tech.2008.s904	https://doi.org/10.1198/tech.2008.s904	VERB
agb-220	329	4	lata	lata	NOUN
agb-220	329	5	,	,	PUNCT
agb-220	329	6	v.	v.	ADV
agb-220	329	7	,	,	PUNCT
agb-220	329	8	anupam	anupam	PROPN
agb-220	329	9	,	,	PUNCT
agb-220	329	10	k.	k.	PROPN
agb-220	329	11	,	,	PUNCT
agb-220	329	12	sunil	sunil	PROPN
agb-220	329	13	,	,	PUNCT
agb-220	329	14	k.	k.	PROPN
agb-220	329	15	,	,	PUNCT
agb-220	329	16	gaurav	gaurav	PROPN
agb-220	329	17	,	,	PUNCT
agb-220	329	18	s.	s.	PROPN
agb-220	329	19	,	,	PUNCT
agb-220	329	20	baxla	baxla	PROPN
agb-220	329	21	,	,	PUNCT
agb-220	329	22	a.	a.	PROPN
agb-220	329	23	k.	k.	PROPN
agb-220	329	24	,	,	PUNCT
agb-220	329	25	singh	singh	PROPN
agb-220	329	26	,	,	PUNCT
agb-220	329	27	k.	k.	PROPN
agb-220	329	28	k.	k.	PROPN
agb-220	329	29	,	,	PUNCT
agb-220	329	30	&	&	CCONJ
agb-220	329	31	bhan	bhan	PROPN
agb-220	329	32	,	,	PUNCT
agb-220	329	33	s.	s.	PROPN
agb-220	329	34	c.	c.	PROPN
agb-220	329	35	(	(	PUNCT
agb-220	329	36	2020	2020	NUM
agb-220	329	37	)	)	PUNCT
agb-220	329	38	.	.	PUNCT
agb-220	330	1	weather	weather	NOUN
agb-220	330	2	based	base	VERB
agb-220	330	3	crop	crop	NOUN
agb-220	330	4	insurance	insurance	NOUN
agb-220	330	5	for	for	ADP
agb-220	330	6	risk	risk	NOUN
agb-220	330	7	management	management	NOUN
agb-220	330	8	in	in	ADP
agb-220	330	9	agriculture	agriculture	NOUN
agb-220	330	10	.	.	PUNCT
agb-220	331	1	journal	journal	PROPN
agb-220	331	2	of	of	ADP
agb-220	331	3	agrometeorology	agrometeorology	NOUN
agb-220	331	4	,	,	PUNCT
agb-220	331	5	22(2	22(2	NUM
agb-220	331	6	)	)	PUNCT
agb-220	331	7	,	,	PUNCT
agb-220	331	8	101	101	NUM
agb-220	331	9	-	-	SYM
agb-220	331	10	108	108	NUM
agb-220	331	11	.	.	PUNCT
agb-220	332	1	doi	doi	NOUN
agb-220	332	2	:	:	PUNCT
agb-220	332	3	https://doi.org/10.54386/jam.v22i2.149	https://doi.org/10.54386/jam.v22i2.149	PROPN
agb-220	332	4	li	li	PROPN
agb-220	332	5	,	,	PUNCT
agb-220	332	6	y.	y.	PROPN
agb-220	332	7	,	,	PUNCT
agb-220	332	8	guan	guan	PROPN
agb-220	332	9	,	,	PUNCT
agb-220	332	10	k.	k.	PROPN
agb-220	332	11	,	,	PUNCT
agb-220	332	12	schnitkey	schnitkey	VERB
agb-220	332	13	,	,	PUNCT
agb-220	333	1	g.	g.	PROPN
agb-220	333	2	d.	d.	PROPN
agb-220	333	3	,	,	PUNCT
agb-220	333	4	delucia	delucia	PROPN
agb-220	333	5	,	,	PUNCT
agb-220	333	6	e.	e.	PROPN
agb-220	333	7	,	,	PUNCT
agb-220	333	8	&	&	CCONJ
agb-220	333	9	peng	peng	PROPN
agb-220	333	10	,	,	PUNCT
agb-220	333	11	b.	b.	PROPN
agb-220	333	12	(	(	PUNCT
agb-220	333	13	2019	2019	NUM
agb-220	333	14	)	)	PUNCT
agb-220	333	15	.	.	PUNCT
agb-220	334	1	excessive	excessive	ADJ
agb-220	334	2	rainfall	rainfall	NOUN
agb-220	334	3	leads	lead	VERB
agb-220	334	4	to	to	AUX
agb-220	334	5	maize	maize	VERB
agb-220	334	6	yield	yield	NOUN
agb-220	334	7	loss	loss	NOUN
agb-220	334	8	of	of	ADP
agb-220	334	9	a	a	DET
agb-220	334	10	comparable	comparable	ADJ
agb-220	334	11	magnitude	magnitude	NOUN
agb-220	334	12	to	to	ADP
agb-220	334	13	extreme	extreme	ADJ
agb-220	334	14	drought	drought	NOUN
agb-220	334	15	in	in	ADP
agb-220	334	16	the	the	DET
agb-220	334	17	united	united	PROPN
agb-220	334	18	states	states	PROPN
agb-220	334	19	.	.	PUNCT
agb-220	335	1	global	global	ADJ
agb-220	335	2	change	change	NOUN
agb-220	335	3	biology	biology	NOUN
agb-220	335	4	,	,	PUNCT
agb-220	335	5	25(7	25(7	NUM
agb-220	335	6	)	)	PUNCT
agb-220	335	7	,	,	PUNCT
agb-220	335	8	23252337	23252337	NUM
agb-220	335	9	.	.	PUNCT
agb-220	336	1	doi	doi	NOUN
agb-220	336	2	:	:	PUNCT
agb-220	336	3	https://doi.org/10.1111/gcb.14628	https://doi.org/10.1111/gcb.14628	PROPN
agb-220	336	4	loi	loi	PROPN
agb-220	336	5	,	,	PUNCT
agb-220	336	6	d.	d.	PROPN
agb-220	336	7	t.	t.	PROPN
agb-220	336	8	,	,	PUNCT
agb-220	336	9	huong	huong	PROPN
agb-220	336	10	,	,	PUNCT
agb-220	336	11	l.	l.	PROPN
agb-220	336	12	v.	v.	PROPN
agb-220	336	13	,	,	PUNCT
agb-220	336	14	tuan	tuan	PROPN
agb-220	336	15	,	,	PUNCT
agb-220	336	16	p.	p.	NOUN
agb-220	336	17	a.	a.	NOUN
agb-220	336	18	,	,	PUNCT
agb-220	336	19	hong	hong	PROPN
agb-220	336	20	nhung	nhung	PROPN
agb-220	336	21	,	,	PUNCT
agb-220	336	22	n.	n.	PROPN
agb-220	336	23	t.	t.	PROPN
agb-220	336	24	,	,	PUNCT
agb-220	336	25	quynh	quynh	NOUN
agb-220	336	26	huong	huong	PROPN
agb-220	336	27	,	,	PUNCT
agb-220	336	28	t.	t.	PROPN
agb-220	336	29	t.	t.	PROPN
agb-220	336	30	,	,	PUNCT
agb-220	336	31	&	&	CCONJ
agb-220	336	32	hoa	hoa	PROPN
agb-220	336	33	man	man	PROPN
agb-220	336	34	,	,	PUNCT
agb-220	336	35	b.	b.	PROPN
agb-220	336	36	t.	t.	PROPN
agb-220	336	37	(	(	PUNCT
agb-220	336	38	2022	2022	NUM
agb-220	336	39	)	)	PUNCT
agb-220	336	40	.	.	PUNCT
agb-220	337	1	an	an	DET
agb-220	337	2	assessment	assessment	NOUN
agb-220	337	3	of	of	ADP
agb-220	337	4	agricultural	agricultural	ADJ
agb-220	337	5	vulnerability	vulnerability	NOUN
agb-220	337	6	in	in	ADP
agb-220	337	7	the	the	DET
agb-220	337	8	context	context	NOUN
agb-220	337	9	of	of	ADP
agb-220	337	10	global	global	ADJ
agb-220	337	11	climate	climate	NOUN
agb-220	337	12	change	change	NOUN
agb-220	337	13	:	:	PUNCT
agb-220	337	14	a	a	DET
agb-220	337	15	case	case	NOUN
agb-220	337	16	study	study	NOUN
agb-220	337	17	in	in	ADP
agb-220	337	18	ha	ha	INTJ
agb-220	337	19	tinh	tinh	PROPN
agb-220	337	20	province	province	PROPN
agb-220	337	21	,	,	PUNCT
agb-220	337	22	vietnam	vietnam	PROPN
agb-220	337	23	.	.	PUNCT
agb-220	338	1	sustainability	sustainability	NOUN
agb-220	338	2	,	,	PUNCT
agb-220	338	3	14(3	14(3	NUM
agb-220	338	4	)	)	PUNCT
agb-220	338	5	,	,	PUNCT
agb-220	338	6	1282	1282	NUM
agb-220	338	7	.	.	PUNCT
agb-220	339	1	doi	doi	NOUN
agb-220	339	2	:	:	PUNCT
agb-220	339	3	https://doi.org/10.3390/su14031282	https://doi.org/10.3390/su14031282	PROPN
agb-220	339	4	mateos	mateo	NOUN
agb-220	339	5	-	-	PUNCT
agb-220	339	6	ronco	ronco	PROPN
agb-220	339	7	,	,	PUNCT
agb-220	339	8	a.	a.	PROPN
agb-220	339	9	,	,	PUNCT
agb-220	339	10	&	&	CCONJ
agb-220	339	11	server	server	PROPN
agb-220	339	12	izquierdo	izquierdo	PROPN
agb-220	339	13	,	,	PUNCT
agb-220	339	14	r.	r.	PROPN
agb-220	339	15	j.	j.	PROPN
agb-220	339	16	(	(	PUNCT
agb-220	339	17	2020	2020	NUM
agb-220	339	18	)	)	PUNCT
agb-220	339	19	.	.	PUNCT
agb-220	340	1	risk	risk	NOUN
agb-220	340	2	management	management	NOUN
agb-220	340	3	tools	tool	NOUN
agb-220	340	4	for	for	ADP
agb-220	340	5	sustainable	sustainable	ADJ
agb-220	340	6	agriculture	agriculture	NOUN
agb-220	340	7	:	:	PUNCT
agb-220	340	8	a	a	DET
agb-220	340	9	model	model	NOUN
agb-220	340	10	for	for	ADP
agb-220	340	11	calculating	calculate	VERB
agb-220	340	12	the	the	DET
agb-220	340	13	average	average	ADJ
agb-220	340	14	price	price	NOUN
agb-220	340	15	for	for	ADP
agb-220	340	16	the	the	DET
agb-220	340	17	season	season	NOUN
agb-220	340	18	in	in	ADP
agb-220	340	19	revenue	revenue	NOUN
agb-220	340	20	insurance	insurance	NOUN
agb-220	340	21	for	for	ADP
agb-220	340	22	citrus	citrus	NOUN
agb-220	340	23	fruit	fruit	NOUN
agb-220	340	24	.	.	PUNCT
agb-220	341	1	agronomy	agronomy	NOUN
agb-220	341	2	,	,	PUNCT
agb-220	341	3	10(2	10(2	NUM
agb-220	341	4	)	)	PUNCT
agb-220	341	5	,	,	PUNCT
agb-220	341	6	198	198	NUM
agb-220	341	7	.	.	PUNCT
agb-220	342	1	doi	doi	NOUN
agb-220	342	2	:	:	PUNCT
agb-220	342	3	https://doi.org/10.3390/agronomy10020198	https://doi.org/10.3390/agronomy10020198	PROPN
agb-220	342	4	meng	meng	PROPN
agb-220	342	5	,	,	PUNCT
agb-220	342	6	y.	y.	PROPN
agb-220	342	7	,	,	PUNCT
agb-220	342	8	yu	yu	PROPN
agb-220	342	9	,	,	PUNCT
agb-220	342	10	s.	s.	PROPN
agb-220	342	11	,	,	PUNCT
agb-220	342	12	yu	yu	PROPN
agb-220	342	13	,	,	PUNCT
agb-220	342	14	y.	y.	PROPN
agb-220	342	15	,	,	PUNCT
agb-220	342	16	&	&	CCONJ
agb-220	342	17	jiang	jiang	PROPN
agb-220	342	18	,	,	PUNCT
agb-220	342	19	l.	l.	PROPN
agb-220	342	20	(	(	PUNCT
agb-220	342	21	2022	2022	NUM
agb-220	342	22	)	)	PUNCT
agb-220	342	23	.	.	PUNCT
agb-220	343	1	flooding	flood	VERB
agb-220	343	2	depth	depth	NOUN
agb-220	343	3	and	and	CCONJ
agb-220	343	4	duration	duration	NOUN
agb-220	343	5	concomitantly	concomitantly	ADV
agb-220	343	6	influence	influence	VERB
agb-220	343	7	the	the	DET
agb-220	343	8	growth	growth	NOUN
agb-220	343	9	traits	trait	NOUN
agb-220	343	10	and	and	CCONJ
agb-220	343	11	yield	yield	NOUN
agb-220	343	12	of	of	ADP
agb-220	343	13	rice	rice	NOUN
agb-220	343	14	*	*	PUNCT
agb-220	343	15	.	.	PUNCT
agb-220	344	1	irrigation	irrigation	NOUN
agb-220	344	2	and	and	CCONJ
agb-220	344	3	drainage	drainage	NOUN
agb-220	344	4	,	,	PUNCT
agb-220	344	5	71(1	71(1	NUM
agb-220	344	6	)	)	PUNCT
agb-220	344	7	,	,	PUNCT
agb-220	344	8	94	94	NUM
agb-220	344	9	-	-	SYM
agb-220	344	10	107	107	NUM
agb-220	344	11	.	.	PUNCT
agb-220	345	1	doi	doi	NOUN
agb-220	345	2	:	:	PUNCT
agb-220	345	3	https://doi.org/10.1002/ird.2632	https://doi.org/10.1002/ird.2632	PROPN
agb-220	345	4	ministry	ministry	PROPN
agb-220	345	5	of	of	ADP
agb-220	345	6	foreign	foreign	PROPN
agb-220	345	7	affairs	affair	NOUN
agb-220	345	8	.	.	PUNCT
agb-220	346	1	(	(	PUNCT
agb-220	346	2	2022	2022	NUM
agb-220	346	3	,	,	PUNCT
agb-220	346	4	november	november	PROPN
agb-220	346	5	30	30	NUM
agb-220	346	6	)	)	PUNCT
agb-220	346	7	.	.	PUNCT
agb-220	347	1	thailand	thailand	PROPN
agb-220	347	2	presents	present	VERB
agb-220	347	3	the	the	DET
agb-220	347	4	voluntary	voluntary	ADJ
agb-220	347	5	national	national	ADJ
agb-220	347	6	review	review	NOUN
agb-220	347	7	on	on	ADP
agb-220	347	8	the	the	DET
agb-220	347	9	implementation	implementation	NOUN
agb-220	347	10	of	of	ADP
agb-220	347	11	the	the	DET
agb-220	347	12	2030	2030	NUM
agb-220	347	13	agenda	agenda	NOUN
agb-220	347	14	for	for	ADP
agb-220	347	15	sustainable	sustainable	ADJ
agb-220	347	16	development	development	NOUN
agb-220	347	17	to	to	ADP
agb-220	347	18	the	the	DET
agb-220	347	19	high	high	ADJ
agb-220	347	20	-	-	PUNCT
agb-220	347	21	level	level	NOUN
agb-220	347	22	political	political	ADJ
agb-220	347	23	forum	forum	NOUN
agb-220	347	24	on	on	ADP
agb-220	347	25	sustainable	sustainable	ADJ
agb-220	347	26	development	development	NOUN
agb-220	347	27	2021	2021	NUM
agb-220	347	28	.	.	PUNCT
agb-220	348	1	ministry	ministry	PROPN
agb-220	348	2	of	of	ADP
agb-220	348	3	foreign	foreign	PROPN
agb-220	348	4	affairs	affair	NOUN
agb-220	348	5	,	,	PUNCT
agb-220	348	6	kingdom	kingdom	NOUN
agb-220	348	7	of	of	ADP
agb-220	348	8	thailand	thailand	PROPN
agb-220	348	9	.	.	PUNCT
agb-220	349	1	retrieved	retrieve	VERB
agb-220	349	2	from	from	ADP
agb-220	349	3	https://www.mfa.go.th/en/content/vnr20212?cate=5d5bcb4e15e39c306000683c	https://www.mfa.go.th/en/content/vnr20212?cate=5d5bcb4e15e39c306000683c	PROPN
agb-220	349	4	miranda	miranda	NOUN
agb-220	349	5	,	,	PUNCT
agb-220	349	6	m.	m.	NOUN
agb-220	349	7	j.	j.	PROPN
agb-220	349	8	,	,	PUNCT
agb-220	349	9	&	&	CCONJ
agb-220	349	10	farrin	farrin	PROPN
agb-220	349	11	,	,	PUNCT
agb-220	349	12	k.	k.	PROPN
agb-220	349	13	(	(	PUNCT
agb-220	349	14	2012	2012	NUM
agb-220	349	15	)	)	PUNCT
agb-220	349	16	.	.	PUNCT
agb-220	350	1	index	index	NOUN
agb-220	350	2	insurance	insurance	NOUN
agb-220	350	3	for	for	ADP
agb-220	350	4	developing	develop	VERB
agb-220	350	5	countries	country	NOUN
agb-220	350	6	.	.	PUNCT
agb-220	351	1	applied	apply	VERB
agb-220	351	2	economic	economic	ADJ
agb-220	351	3	perspectives	perspective	NOUN
agb-220	351	4	and	and	CCONJ
agb-220	351	5	policy	policy	NOUN
agb-220	351	6	,	,	PUNCT
agb-220	351	7	34(3	34(3	NUM
agb-220	351	8	)	)	PUNCT
agb-220	351	9	,	,	PUNCT
agb-220	351	10	391	391	NUM
agb-220	351	11	-	-	SYM
agb-220	351	12	427	427	NUM
agb-220	351	13	.	.	PUNCT
agb-220	352	1	doi	doi	NOUN
agb-220	352	2	:	:	PUNCT
agb-220	352	3	https://doi.org/10.1093/aepp/pps031	https://doi.org/10.1093/aepp/pps031	ADJ
agb-220	352	4	mısır	mısır	NOUN
agb-220	352	5	,	,	PUNCT
agb-220	352	6	o.	o.	NOUN
agb-220	352	7	,	,	PUNCT
agb-220	352	8	&	&	CCONJ
agb-220	352	9	akar	akar	PROPN
agb-220	352	10	,	,	PUNCT
agb-220	352	11	m.	m.	NOUN
agb-220	352	12	(	(	PUNCT
agb-220	352	13	2022	2022	NUM
agb-220	352	14	)	)	PUNCT
agb-220	352	15	.	.	PUNCT
agb-220	353	1	efficiency	efficiency	NOUN
agb-220	353	2	and	and	CCONJ
agb-220	353	3	core	core	NOUN
agb-220	353	4	loss	loss	NOUN
agb-220	353	5	map	map	NOUN
agb-220	353	6	estimation	estimation	NOUN
agb-220	353	7	with	with	ADP
agb-220	353	8	machine	machine	NOUN
agb-220	353	9	learning	learning	NOUN
agb-220	353	10	based	base	VERB
agb-220	353	11	multivariate	multivariate	NOUN
agb-220	353	12	polynomial	polynomial	ADJ
agb-220	353	13	regression	regression	NOUN
agb-220	353	14	model	model	NOUN
agb-220	353	15	.	.	PUNCT
agb-220	354	1	mathematics	mathematic	NOUN
agb-220	354	2	,	,	PUNCT
agb-220	354	3	10(19	10(19	NUM
agb-220	354	4	)	)	PUNCT
agb-220	354	5	,	,	PUNCT
agb-220	354	6	3691	3691	NUM
agb-220	354	7	.	.	PUNCT
agb-220	355	1	doi	doi	NOUN
agb-220	355	2	:	:	PUNCT
agb-220	355	3	https://doi.org/10.3390/math10193691	https://doi.org/10.3390/math10193691	PROPN
agb-220	355	4	muangmee	muangmee	PROPN
agb-220	355	5	,	,	PUNCT
agb-220	355	6	c.	c.	PROPN
agb-220	355	7	,	,	PUNCT
agb-220	355	8	kassakorn	kassakorn	ADJ
agb-220	355	9	,	,	PUNCT
agb-220	355	10	n.	n.	PROPN
agb-220	355	11	,	,	PUNCT
agb-220	355	12	khalid	khalid	PROPN
agb-220	355	13	,	,	PUNCT
agb-220	355	14	b.	b.	PROPN
agb-220	355	15	,	,	PUNCT
agb-220	355	16	bacik	bacik	PROPN
agb-220	355	17	,	,	PUNCT
agb-220	355	18	r.	r.	PROPN
agb-220	355	19	,	,	PUNCT
agb-220	355	20	&	&	CCONJ
agb-220	355	21	kot	kot	PROPN
agb-220	355	22	,	,	PUNCT
agb-220	355	23	s.	s.	PROPN
agb-220	355	24	(	(	PUNCT
agb-220	355	25	2022	2022	NUM
agb-220	355	26	)	)	PUNCT
agb-220	355	27	.	.	PUNCT
agb-220	356	1	evaluating	evaluate	VERB
agb-220	356	2	competitiveness	competitiveness	NOUN
agb-220	356	3	in	in	ADP
agb-220	356	4	the	the	DET
agb-220	356	5	supply	supply	NOUN
agb-220	356	6	chain	chain	NOUN
agb-220	356	7	management	management	NOUN
agb-220	356	8	of	of	ADP
agb-220	356	9	small	small	ADJ
agb-220	356	10	and	and	CCONJ
agb-220	356	11	medium	medium	ADJ
agb-220	356	12	scale	scale	NOUN
agb-220	356	13	enterprises	enterprise	NOUN
agb-220	356	14	.	.	PUNCT
agb-220	357	1	journal	journal	NOUN
agb-220	357	2	of	of	ADP
agb-220	357	3	competitiveness	competitiveness	NOUN
agb-220	357	4	,	,	PUNCT
agb-220	357	5	14(2	14(2	NUM
agb-220	357	6	)	)	PUNCT
agb-220	357	7	,	,	PUNCT
agb-220	357	8	93112	93112	NUM
agb-220	357	9	.	.	PUNCT
agb-220	358	1	doi	doi	NOUN
agb-220	358	2	:	:	PUNCT
agb-220	358	3	https://doi.org/10.7441/joc.2022.03.06	https://doi.org/10.7441/joc.2022.03.06	ADP
agb-220	358	4	murdoch	murdoch	PROPN
agb-220	358	5	,	,	PUNCT
agb-220	358	6	w.	w.	PROPN
agb-220	358	7	j.	j.	PROPN
agb-220	358	8	,	,	PUNCT
agb-220	358	9	singh	singh	PROPN
agb-220	358	10	,	,	PUNCT
agb-220	358	11	c.	c.	PROPN
agb-220	358	12	,	,	PUNCT
agb-220	358	13	kumbier	kumbier	NOUN
agb-220	358	14	,	,	PUNCT
agb-220	358	15	k.	k.	PROPN
agb-220	358	16	,	,	PUNCT
agb-220	358	17	abbasi	abbasi	PROPN
agb-220	358	18	-	-	PUNCT
agb-220	358	19	asl	asl	PROPN
agb-220	358	20	,	,	PUNCT
agb-220	358	21	r.	r.	PROPN
agb-220	358	22	,	,	PUNCT
agb-220	358	23	&	&	CCONJ
agb-220	358	24	yu	yu	PROPN
agb-220	358	25	,	,	PUNCT
agb-220	358	26	b.	b.	PROPN
agb-220	358	27	(	(	PUNCT
agb-220	358	28	2019	2019	NUM
agb-220	358	29	)	)	PUNCT
agb-220	358	30	.	.	PUNCT
agb-220	359	1	definitions	definition	NOUN
agb-220	359	2	,	,	PUNCT
agb-220	359	3	methods	method	NOUN
agb-220	359	4	,	,	PUNCT
agb-220	359	5	and	and	CCONJ
agb-220	359	6	applications	application	NOUN
agb-220	359	7	in	in	ADP
agb-220	359	8	interpretable	interpretable	ADJ
agb-220	359	9	machine	machine	NOUN
agb-220	359	10	learning	learning	NOUN
agb-220	359	11	.	.	PUNCT
agb-220	360	1	proceedings	proceeding	NOUN
agb-220	360	2	of	of	ADP
agb-220	360	3	the	the	DET
agb-220	360	4	national	national	PROPN
agb-220	360	5	academy	academy	PROPN
agb-220	360	6	of	of	ADP
agb-220	360	7	sciences	sciences	PROPN
agb-220	360	8	,	,	PUNCT
agb-220	360	9	116(44	116(44	NUM
agb-220	360	10	)	)	PUNCT
agb-220	360	11	,	,	PUNCT
agb-220	360	12	22071	22071	NUM
agb-220	360	13	-	-	SYM
agb-220	360	14	22080	22080	NUM
agb-220	360	15	.	.	PUNCT
agb-220	361	1	doi	doi	NOUN
agb-220	361	2	:	:	PUNCT
agb-220	361	3	https://doi.org/10.1073/pnas.1900654116	https://doi.org/10.1073/pnas.1900654116	PROPN
agb-220	361	4	musikawong	musikawong	PROPN
agb-220	361	5	,	,	PUNCT
agb-220	361	6	s.	s.	PROPN
agb-220	361	7	,	,	PUNCT
agb-220	361	8	jampaklay	jampaklay	PROPN
agb-220	361	9	,	,	PUNCT
agb-220	361	10	a.	a.	PROPN
agb-220	361	11	,	,	PUNCT
agb-220	361	12	khamkhom	khamkhom	PROPN
agb-220	361	13	,	,	PUNCT
agb-220	361	14	n.	n.	PROPN
agb-220	361	15	,	,	PUNCT
agb-220	361	16	tadee	tadee	PROPN
agb-220	361	17	,	,	PUNCT
agb-220	361	18	r.	r.	PROPN
agb-220	361	19	,	,	PUNCT
agb-220	361	20	kerdmongkol	kerdmongkol	PROPN
agb-220	361	21	,	,	PUNCT
agb-220	361	22	a.	a.	NOUN
agb-220	361	23	,	,	PUNCT
agb-220	361	24	buckles	buckle	NOUN
agb-220	361	25	,	,	PUNCT
agb-220	361	26	l.	l.	PROPN
agb-220	361	27	,	,	PUNCT
agb-220	361	28	et	et	PROPN
agb-220	361	29	al	al	PROPN
agb-220	361	30	.	.	PROPN
agb-220	361	31	(	(	PUNCT
agb-220	361	32	2022	2022	NUM
agb-220	361	33	)	)	PUNCT
agb-220	361	34	.	.	PUNCT
agb-220	362	1	working	working	NOUN
agb-220	362	2	and	and	CCONJ
agb-220	362	3	employment	employment	NOUN
agb-220	362	4	conditions	condition	NOUN
agb-220	362	5	in	in	ADP
agb-220	362	6	the	the	DET
agb-220	362	7	agriculture	agriculture	NOUN
agb-220	362	8	sector	sector	NOUN
agb-220	362	9	in	in	ADP
agb-220	362	10	thailand	thailand	PROPN
agb-220	362	11	:	:	PUNCT
agb-220	362	12	a	a	DET
agb-220	362	13	survey	survey	NOUN
agb-220	362	14	of	of	ADP
agb-220	362	15	migrants	migrant	NOUN
agb-220	362	16	working	work	VERB
agb-220	362	17	on	on	ADP
agb-220	362	18	thai	thai	PROPN
agb-220	362	19	sugarcane	sugarcane	NOUN
agb-220	362	20	,	,	PUNCT
agb-220	362	21	rubber	rubber	NOUN
agb-220	362	22	,	,	PUNCT
agb-220	362	23	oil	oil	NOUN
agb-220	362	24	palm	palm	NOUN
agb-220	362	25	and	and	CCONJ
agb-220	362	26	maize	maize	NOUN
agb-220	362	27	farms	farm	NOUN
agb-220	362	28	.	.	PUNCT
agb-220	363	1	international	international	ADJ
agb-220	363	2	labour	labour	PROPN
agb-220	363	3	organization	organization	NOUN
agb-220	363	4	.	.	PUNCT
agb-220	364	1	retrieved	retrieve	VERB
agb-220	364	2	from	from	ADP
agb-220	364	3	https://ipsr.mahidol.ac.th/wpcontent/uploads/2022/08/wcms_844317.pdf	https://ipsr.mahidol.ac.th/wpcontent/uploads/2022/08/wcms_844317.pdf	PROPN
agb-220	364	4	nelson	nelson	PROPN
agb-220	364	5	,	,	PUNCT
agb-220	364	6	g.	g.	PROPN
agb-220	364	7	c.	c.	PROPN
agb-220	364	8	,	,	PUNCT
agb-220	364	9	valin	valin	PROPN
agb-220	364	10	,	,	PUNCT
agb-220	364	11	h.	h.	PROPN
agb-220	364	12	,	,	PUNCT
agb-220	364	13	sands	sand	NOUN
agb-220	364	14	,	,	PUNCT
agb-220	364	15	r.	r.	PROPN
agb-220	364	16	d.	d.	PROPN
agb-220	364	17	,	,	PUNCT
agb-220	364	18	havlík	havlík	PROPN
agb-220	364	19	,	,	PUNCT
agb-220	364	20	p.	p.	NOUN
agb-220	364	21	,	,	PUNCT
agb-220	364	22	ahammad	ahammad	PROPN
agb-220	364	23	,	,	PUNCT
agb-220	364	24	h.	h.	PROPN
agb-220	364	25	,	,	PUNCT
agb-220	364	26	deryng	deryng	PROPN
agb-220	364	27	,	,	PUNCT
agb-220	364	28	d.	d.	PROPN
agb-220	364	29	,	,	PUNCT
agb-220	364	30	et	et	PROPN
agb-220	364	31	al	al	PROPN
agb-220	364	32	.	.	PUNCT
agb-220	365	1	(	(	PUNCT
agb-220	365	2	2014	2014	NUM
agb-220	365	3	)	)	PUNCT
agb-220	365	4	.	.	PUNCT
agb-220	366	1	climate	climate	NOUN
agb-220	366	2	change	change	NOUN
agb-220	366	3	effects	effect	NOUN
agb-220	366	4	on	on	ADP
agb-220	366	5	agriculture	agriculture	NOUN
agb-220	366	6	:	:	PUNCT
agb-220	366	7	economic	economic	ADJ
agb-220	366	8	responses	response	NOUN
agb-220	366	9	to	to	ADP
agb-220	366	10	biophysical	biophysical	ADJ
agb-220	366	11	shocks	shock	NOUN
agb-220	366	12	.	.	PUNCT
agb-220	367	1	proceedings	proceeding	NOUN
agb-220	367	2	of	of	ADP
agb-220	367	3	the	the	DET
agb-220	367	4	national	national	PROPN
agb-220	367	5	academy	academy	PROPN
agb-220	367	6	of	of	ADP
agb-220	367	7	sciences	sciences	PROPN
agb-220	367	8	,	,	PUNCT
agb-220	367	9	111(9	111(9	NUM
agb-220	367	10	)	)	PUNCT
agb-220	367	11	,	,	PUNCT
agb-220	367	12	3274	3274	NUM
agb-220	367	13	-	-	SYM
agb-220	367	14	3279	3279	NUM
agb-220	367	15	.	.	PUNCT
agb-220	368	1	doi	doi	NOUN
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agb-220	368	10	https://doi.org/10.1111/agec.12025	https://doi.org/10.1111/agec.12025	ADJ
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agb-220	368	17	https://doi.org/10.1198/tech.2008.s904	https://doi.org/10.1198/tech.2008.s904	VERB
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agb-220	368	19	https://doi.org/10.1111/gcb.14628	https://doi.org/10.1111/gcb.14628	PRON
agb-220	368	20	https://doi.org/10.3390/su14031282	https://doi.org/10.3390/su14031282	PROPN
agb-220	368	21	https://doi.org/10.3390/agronomy10020198	https://doi.org/10.3390/agronomy10020198	PROPN
agb-220	368	22	https://doi.org/10.1002/ird.2632	https://doi.org/10.1002/ird.2632	PROPN
agb-220	368	23	https://www.mfa.go.th/en/content/vnr2021-2?cate=5d5bcb4e15e39c306000683c	https://www.mfa.go.th/en/content/vnr2021-2?cate=5d5bcb4e15e39c306000683c	PROPN
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agb-220	368	25	https://doi.org/10.1093/aepp/pps031	https://doi.org/10.1093/aepp/pps031	PROPN
agb-220	368	26	https://doi.org/10.3390/math10193691	https://doi.org/10.3390/math10193691	PROPN
agb-220	368	27	https://doi.org/10.7441/joc.2022.03.06	https://doi.org/10.7441/joc.2022.03.06	ADP
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agb-220	368	30	https://ipsr.mahidol.ac.th/wp-content/uploads/2022/08/wcms_844317.pdf	https://ipsr.mahidol.ac.th/wp-content/uploads/2022/08/wcms_844317.pdf	PROPN
agb-220	368	31	https://doi.org/10.1073/pnas.1222465110	https://doi.org/10.1073/pnas.1222465110	NOUN
agb-220	368	32	agbioforum	agbioforum	NOUN
agb-220	368	33	,	,	PUNCT
agb-220	368	34	25(2	25(2	NUM
agb-220	368	35	)	)	PUNCT
agb-220	368	36	,	,	PUNCT
agb-220	368	37	2023	2023	NUM
agb-220	368	38	|	|	NOUN
agb-220	368	39	139	139	NUM
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agb-220	368	41	et	et	PROPN
agb-220	368	42	al	al	PROPN
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agb-220	368	44	—	—	PUNCT
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agb-220	368	46	the	the	DET
agb-220	368	47	effectiveness	effectiveness	NOUN
agb-220	368	48	of	of	ADP
agb-220	368	49	insurance	insurance	NOUN
agb-220	368	50	risk	risk	NOUN
agb-220	368	51	management	management	NOUN
agb-220	368	52	in	in	ADP
agb-220	368	53	the	the	DET
agb-220	368	54	agricultural	agricultural	ADJ
agb-220	368	55	,	,	PUNCT
agb-220	368	56	livestock	livestock	NOUN
agb-220	368	57	,	,	PUNCT
agb-220	368	58	and	and	CCONJ
agb-220	368	59	fishery	fishery	NOUN
agb-220	368	60	sectors	sector	NOUN
agb-220	368	61	in	in	ADP
agb-220	368	62	thailand	thailand	PROPN
agb-220	368	63	nshakira	nshakira	PROPN
agb-220	368	64	-	-	PUNCT
agb-220	368	65	rukundo	rukundo	NOUN
agb-220	368	66	,	,	PUNCT
agb-220	368	67	e.	e.	PROPN
agb-220	368	68	,	,	PUNCT
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agb-220	368	70	,	,	PUNCT
agb-220	368	71	j.	j.	PROPN
agb-220	368	72	w.	w.	PROPN
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agb-220	368	74	&	&	CCONJ
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agb-220	368	77	h.	h.	PROPN
agb-220	368	78	(	(	PUNCT
agb-220	368	79	2021	2021	NUM
agb-220	368	80	)	)	PUNCT
agb-220	368	81	.	.	PUNCT
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agb-220	369	2	of	of	ADP
agb-220	369	3	uptake	uptake	NOUN
agb-220	369	4	and	and	CCONJ
agb-220	369	5	strategies	strategy	NOUN
agb-220	369	6	to	to	PART
agb-220	369	7	improve	improve	VERB
agb-220	369	8	agricultural	agricultural	ADJ
agb-220	369	9	insurance	insurance	NOUN
agb-220	369	10	in	in	ADP
agb-220	369	11	africa	africa	PROPN
agb-220	369	12	:	:	PUNCT
agb-220	369	13	a	a	DET
agb-220	369	14	review	review	NOUN
agb-220	369	15	.	.	PUNCT
agb-220	370	1	environment	environment	NOUN
agb-220	370	2	and	and	CCONJ
agb-220	370	3	development	development	NOUN
agb-220	370	4	economics	economic	NOUN
agb-220	370	5	,	,	PUNCT
agb-220	370	6	26(5	26(5	PROPN
agb-220	370	7	-	-	PUNCT
agb-220	370	8	6	6	NUM
agb-220	370	9	)	)	PUNCT
agb-220	370	10	,	,	PUNCT
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agb-220	370	12	-	-	SYM
agb-220	370	13	631	631	NUM
agb-220	370	14	.	.	PUNCT
agb-220	371	1	doi	doi	NOUN
agb-220	371	2	:	:	PUNCT
agb-220	371	3	https://doi.org/10.1017/s1355770x21000085	https://doi.org/10.1017/s1355770x21000085	X
agb-220	371	4	portner	portner	NOUN
agb-220	371	5	,	,	PUNCT
agb-220	371	6	h.	h.	PROPN
agb-220	371	7	o.	o.	PROPN
agb-220	371	8	,	,	PUNCT
agb-220	371	9	roberts	roberts	PROPN
agb-220	371	10	,	,	PUNCT
agb-220	371	11	d.	d.	PROPN
agb-220	371	12	c.	c.	PROPN
agb-220	371	13	,	,	PUNCT
agb-220	371	14	adams	adams	PROPN
agb-220	371	15	,	,	PUNCT
agb-220	371	16	h.	h.	PROPN
agb-220	371	17	,	,	PUNCT
agb-220	371	18	adler	adler	PROPN
agb-220	371	19	,	,	PUNCT
agb-220	371	20	c.	c.	PROPN
agb-220	371	21	,	,	PUNCT
agb-220	371	22	aldunce	aldunce	NOUN
agb-220	371	23	,	,	PUNCT
agb-220	371	24	p.	p.	PROPN
agb-220	371	25	,	,	PUNCT
agb-220	371	26	ali	ali	PROPN
agb-220	371	27	,	,	PUNCT
agb-220	371	28	e.	e.	PROPN
agb-220	371	29	,	,	PUNCT
agb-220	371	30	et	et	PROPN
agb-220	371	31	al	al	PROPN
agb-220	371	32	.	.	PROPN
agb-220	371	33	(	(	PUNCT
agb-220	371	34	2022	2022	NUM
agb-220	371	35	)	)	PUNCT
agb-220	371	36	.	.	PUNCT
agb-220	372	1	climate	climate	NOUN
agb-220	372	2	change	change	VERB
agb-220	372	3	2022	2022	NUM
agb-220	372	4	:	:	PUNCT
agb-220	372	5	impacts	impact	NOUN
agb-220	372	6	,	,	PUNCT
agb-220	372	7	adaptation	adaptation	NOUN
agb-220	372	8	and	and	CCONJ
agb-220	372	9	vulnerability	vulnerability	NOUN
agb-220	372	10	.	.	PUNCT
agb-220	373	1	netherlands	netherlands	PROPN
agb-220	373	2	:	:	PUNCT
agb-220	373	3	ipcc	ipcc	NOUN
agb-220	373	4	.	.	PUNCT
agb-220	374	1	retrieved	retrieve	VERB
agb-220	374	2	from	from	ADP
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agb-220	374	4	royal	royal	PROPN
agb-220	374	5	thai	thai	PROPN
agb-220	374	6	government	government	NOUN
agb-220	374	7	gazette	gazette	PROPN
agb-220	374	8	.	.	PUNCT
agb-220	375	1	(	(	PUNCT
agb-220	375	2	2018	2018	NUM
agb-220	375	3	)	)	PUNCT
agb-220	375	4	.	.	PUNCT
agb-220	376	1	national	national	ADJ
agb-220	376	2	strategy	strategy	NOUN
agb-220	376	3	(	(	PUNCT
agb-220	376	4	2018	2018	NUM
agb-220	376	5	-	-	SYM
agb-220	376	6	2037	2037	NUM
agb-220	376	7	)	)	PUNCT
agb-220	376	8	.	.	PUNCT
agb-220	377	1	royal	royal	PROPN
agb-220	377	2	thai	thai	PROPN
agb-220	377	3	government	government	NOUN
agb-220	377	4	gazette	gazette	PROPN
agb-220	377	5	,	,	PUNCT
agb-220	377	6	135(82	135(82	NUM
agb-220	377	7	)	)	PUNCT
agb-220	377	8	,	,	PUNCT
agb-220	377	9	1	1	NUM
agb-220	377	10	-	-	SYM
agb-220	377	11	71	71	NUM
agb-220	377	12	.	.	PUNCT
agb-220	377	13	retrieved	retrieve	VERB
agb-220	377	14	from	from	ADP
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agb-220	377	17	sethanand	sethanand	PROPN
agb-220	377	18	,	,	PUNCT
agb-220	377	19	k.	k.	PROPN
agb-220	377	20	,	,	PUNCT
agb-220	377	21	chaiyawat	chaiyawat	NOUN
agb-220	377	22	,	,	PUNCT
agb-220	377	23	t.	t.	PROPN
agb-220	377	24	,	,	PUNCT
agb-220	377	25	&	&	CCONJ
agb-220	377	26	gowanit	gowanit	PROPN
agb-220	377	27	,	,	PUNCT
agb-220	377	28	c.	c.	PROPN
agb-220	377	29	(	(	PUNCT
agb-220	377	30	2023	2023	NUM
agb-220	377	31	)	)	PUNCT
agb-220	377	32	.	.	PUNCT
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agb-220	378	2	process	process	NOUN
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agb-220	378	4	crop	crop	NOUN
agb-220	378	5	insurance	insurance	NOUN
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agb-220	378	7	:	:	PUNCT
agb-220	378	8	area	area	NOUN
agb-220	378	9	-	-	PUNCT
agb-220	378	10	yield	yield	NOUN
agb-220	378	11	rice	rice	NOUN
agb-220	378	12	insurance	insurance	NOUN
agb-220	378	13	with	with	ADP
agb-220	378	14	machine	machine	NOUN
agb-220	378	15	learning	learn	VERB
agb-220	378	16	technology	technology	NOUN
agb-220	378	17	implementation	implementation	NOUN
agb-220	378	18	in	in	ADP
agb-220	378	19	thailand	thailand	PROPN
agb-220	378	20	.	.	PUNCT
agb-220	379	1	agricultural	agricultural	ADJ
agb-220	379	2	finance	finance	PROPN
agb-220	379	3	review	review	NOUN
agb-220	379	4	,	,	PUNCT
agb-220	379	5	83(3	83(3	NUM
agb-220	379	6	)	)	PUNCT
agb-220	379	7	,	,	PUNCT
agb-220	379	8	416	416	NUM
agb-220	379	9	-	-	SYM
agb-220	379	10	436	436	NUM
agb-220	379	11	.	.	PUNCT
agb-220	380	1	doi	doi	NOUN
agb-220	380	2	:	:	PUNCT
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agb-220	380	4	sharma	sharma	PROPN
agb-220	380	5	,	,	PUNCT
agb-220	380	6	s.	s.	PROPN
agb-220	380	7	k.	k.	PROPN
agb-220	380	8	,	,	PUNCT
agb-220	380	9	sharma	sharma	PROPN
agb-220	380	10	,	,	PUNCT
agb-220	380	11	d.	d.	PROPN
agb-220	380	12	p.	p.	PROPN
agb-220	380	13	,	,	PUNCT
agb-220	380	14	gaur	gaur	PROPN
agb-220	380	15	,	,	PUNCT
agb-220	380	16	k.	k.	PROPN
agb-220	380	17	,	,	PUNCT
agb-220	380	18	&	&	CCONJ
agb-220	380	19	ethiopia	ethiopia	PROPN
agb-220	380	20	,	,	PUNCT
agb-220	380	21	u.	u.	PROPN
agb-220	380	22	n.	n.	PROPN
agb-220	380	23	d.	d.	PROPN
agb-220	380	24	p.	p.	PROPN
agb-220	380	25	(	(	PUNCT
agb-220	380	26	2023	2023	NUM
agb-220	380	27	)	)	PUNCT
agb-220	380	28	.	.	PUNCT
agb-220	381	1	crop	crop	NOUN
agb-220	381	2	yield	yield	NOUN
agb-220	381	3	predictions	prediction	NOUN
agb-220	381	4	and	and	CCONJ
agb-220	381	5	recommendations	recommendation	NOUN
agb-220	381	6	using	use	VERB
agb-220	381	7	random	random	ADJ
agb-220	381	8	forest	forest	NOUN
agb-220	381	9	regression	regression	NOUN
agb-220	381	10	in	in	ADP
agb-220	381	11	3a	3a	NUM
agb-220	381	12	agroclimatic	agroclimatic	ADJ
agb-220	381	13	zone	zone	NOUN
agb-220	381	14	,	,	PUNCT
agb-220	381	15	rajasthan	rajasthan	PROPN
agb-220	381	16	.	.	PUNCT
agb-220	382	1	journal	journal	PROPN
agb-220	382	2	of	of	ADP
agb-220	382	3	data	datum	NOUN
agb-220	382	4	acquisition	acquisition	NOUN
agb-220	382	5	and	and	CCONJ
agb-220	382	6	processing	processing	NOUN
agb-220	382	7	,	,	PUNCT
agb-220	382	8	38(2	38(2	NOUN
agb-220	382	9	)	)	PUNCT
agb-220	382	10	,	,	PUNCT
agb-220	382	11	1635	1635	NUM
agb-220	382	12	-	-	SYM
agb-220	382	13	1651	1651	NUM
agb-220	382	14	.	.	PUNCT
agb-220	383	1	doi	doi	NOUN
agb-220	383	2	:	:	PUNCT
agb-220	383	3	https://doi.org/10.5281/zenodo.776786	https://doi.org/10.5281/zenodo.776786	PROPN
agb-220	383	4	shirsath	shirsath	PROPN
agb-220	383	5	,	,	PUNCT
agb-220	383	6	p.	p.	PROPN
agb-220	383	7	,	,	PUNCT
agb-220	383	8	vyas	vyas	PROPN
agb-220	383	9	,	,	PUNCT
agb-220	383	10	s.	s.	PROPN
agb-220	383	11	,	,	PUNCT
agb-220	383	12	aggarwal	aggarwal	NOUN
agb-220	383	13	,	,	PUNCT
agb-220	383	14	p.	p.	PROPN
agb-220	383	15	,	,	PUNCT
agb-220	383	16	&	&	CCONJ
agb-220	383	17	rao	rao	PROPN
agb-220	383	18	,	,	PUNCT
agb-220	383	19	k.	k.	PROPN
agb-220	383	20	n.	n.	PROPN
agb-220	383	21	(	(	PUNCT
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agb-220	383	23	)	)	PUNCT
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agb-220	384	2	weather	weather	NOUN
agb-220	384	3	index	index	NOUN
agb-220	384	4	insurance	insurance	NOUN
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agb-220	384	9	increased	increase	VERB
agb-220	384	10	satisfaction	satisfaction	NOUN
agb-220	384	11	of	of	ADP
agb-220	384	12	farmers	farmer	NOUN
agb-220	384	13	,	,	PUNCT
agb-220	384	14	industry	industry	NOUN
agb-220	384	15	and	and	CCONJ
agb-220	384	16	the	the	DET
agb-220	384	17	government	government	NOUN
agb-220	384	18	.	.	PUNCT
agb-220	385	1	climate	climate	NOUN
agb-220	385	2	risk	risk	NOUN
agb-220	385	3	management	management	NOUN
agb-220	385	4	,	,	PUNCT
agb-220	385	5	25	25	NUM
agb-220	385	6	,	,	PUNCT
agb-220	385	7	100189	100189	NUM
agb-220	385	8	.	.	PUNCT
agb-220	386	1	doi	doi	NOUN
agb-220	386	2	:	:	PUNCT
agb-220	386	3	https://doi.org/10.1016/j.crm.2019.100189	https://doi.org/10.1016/j.crm.2019.100189	PROPN
agb-220	386	4	sinnarong	sinnarong	NOUN
agb-220	386	5	,	,	PUNCT
agb-220	386	6	n.	n.	PROPN
agb-220	386	7	,	,	PUNCT
agb-220	386	8	chen	chen	PROPN
agb-220	386	9	,	,	PUNCT
agb-220	386	10	c.-c	c.-c	PROPN
agb-220	386	11	.	.	PROPN
agb-220	386	12	,	,	PUNCT
agb-220	386	13	mccarl	mccarl	PROPN
agb-220	386	14	,	,	PUNCT
agb-220	386	15	b.	b.	PROPN
agb-220	386	16	,	,	PUNCT
agb-220	386	17	&	&	CCONJ
agb-220	386	18	tran	tran	PROPN
agb-220	386	19	,	,	PUNCT
agb-220	386	20	b.-l	b.-l	NOUN
agb-220	386	21	.	.	PUNCT
agb-220	387	1	(	(	PUNCT
agb-220	387	2	2019	2019	NUM
agb-220	387	3	)	)	PUNCT
agb-220	387	4	.	.	PUNCT
agb-220	388	1	estimating	estimate	VERB
agb-220	388	2	the	the	DET
agb-220	388	3	potential	potential	ADJ
agb-220	388	4	effects	effect	NOUN
agb-220	388	5	of	of	ADP
agb-220	388	6	climate	climate	NOUN
agb-220	388	7	change	change	NOUN
agb-220	388	8	on	on	ADP
agb-220	388	9	rice	rice	NOUN
agb-220	388	10	production	production	NOUN
agb-220	388	11	in	in	ADP
agb-220	388	12	thailand	thailand	PROPN
agb-220	388	13	.	.	PUNCT
agb-220	389	1	paddy	paddy	NOUN
agb-220	389	2	and	and	CCONJ
agb-220	389	3	water	water	NOUN
agb-220	389	4	environment	environment	NOUN
agb-220	389	5	,	,	PUNCT
agb-220	389	6	17(4	17(4	NUM
agb-220	389	7	)	)	PUNCT
agb-220	389	8	,	,	PUNCT
agb-220	389	9	761	761	NUM
agb-220	389	10	-	-	SYM
agb-220	389	11	769	769	NUM
agb-220	389	12	.	.	PUNCT
agb-220	390	1	doi	doi	NOUN
agb-220	390	2	:	:	PUNCT
agb-220	390	3	https://doi.org/10.1007/s10333-019-00755-w	https://doi.org/10.1007/s10333-019-00755-w	NOUN
agb-220	390	4	skees	skee	NOUN
agb-220	390	5	,	,	PUNCT
agb-220	390	6	j.	j.	PROPN
agb-220	390	7	r.	r.	PROPN
agb-220	390	8	(	(	PUNCT
agb-220	390	9	2008	2008	NUM
agb-220	390	10	)	)	PUNCT
agb-220	390	11	.	.	PUNCT
agb-220	391	1	challenges	challenge	NOUN
agb-220	391	2	for	for	ADP
agb-220	391	3	use	use	NOUN
agb-220	391	4	of	of	ADP
agb-220	391	5	index	index	NOUN
agb-220	391	6	-	-	PUNCT
agb-220	391	7	based	base	VERB
agb-220	391	8	weather	weather	NOUN
agb-220	391	9	insurance	insurance	NOUN
agb-220	391	10	in	in	ADP
agb-220	391	11	lower	low	ADJ
agb-220	391	12	income	income	NOUN
agb-220	391	13	countries	country	NOUN
agb-220	391	14	.	.	PUNCT
agb-220	392	1	agricultural	agricultural	ADJ
agb-220	392	2	finance	finance	NOUN
agb-220	392	3	review	review	NOUN
agb-220	392	4	,	,	PUNCT
agb-220	392	5	68(1	68(1	NOUN
agb-220	392	6	)	)	PUNCT
agb-220	392	7	,	,	PUNCT
agb-220	392	8	197	197	NUM
agb-220	392	9	-	-	SYM
agb-220	392	10	217	217	NUM
agb-220	392	11	.	.	PUNCT
agb-220	393	1	doi	doi	NOUN
agb-220	393	2	:	:	PUNCT
agb-220	393	3	https://doi.org/10.1108/00214660880001226	https://doi.org/10.1108/00214660880001226	NOUN
agb-220	393	4	slettebak	slettebak	PROPN
agb-220	393	5	,	,	PUNCT
agb-220	393	6	r.	r.	PROPN
agb-220	393	7	t.	t.	PROPN
agb-220	393	8	(	(	PUNCT
agb-220	393	9	2012	2012	NUM
agb-220	393	10	)	)	PUNCT
agb-220	393	11	.	.	PUNCT
agb-220	394	1	do	do	AUX
agb-220	394	2	n’t	not	PART
agb-220	394	3	blame	blame	VERB
agb-220	394	4	the	the	DET
agb-220	394	5	weather	weather	NOUN
agb-220	394	6	!	!	PUNCT
agb-220	395	1	climaterelated	climaterelate	VERB
agb-220	395	2	natural	natural	ADJ
agb-220	395	3	disasters	disaster	NOUN
agb-220	395	4	and	and	CCONJ
agb-220	395	5	civil	civil	ADJ
agb-220	395	6	conflict	conflict	NOUN
agb-220	395	7	.	.	PUNCT
agb-220	396	1	journal	journal	NOUN
agb-220	396	2	of	of	ADP
agb-220	396	3	peace	peace	NOUN
agb-220	396	4	research	research	NOUN
agb-220	396	5	,	,	PUNCT
agb-220	396	6	49(1	49(1	NOUN
agb-220	396	7	)	)	PUNCT
agb-220	396	8	,	,	PUNCT
agb-220	396	9	163	163	NUM
agb-220	396	10	-	-	SYM
agb-220	396	11	176	176	NUM
agb-220	396	12	.	.	PUNCT
agb-220	397	1	doi	doi	NOUN
agb-220	397	2	:	:	PUNCT
agb-220	397	3	https://doi.org/10.1177/0022343311425693	https://doi.org/10.1177/0022343311425693	X
agb-220	397	4	stutley	stutley	NOUN
agb-220	397	5	,	,	PUNCT
agb-220	397	6	c.	c.	NOUN
agb-220	397	7	(	(	PUNCT
agb-220	397	8	2011	2011	NUM
agb-220	397	9	)	)	PUNCT
agb-220	397	10	.	.	PUNCT
agb-220	398	1	agricultural	agricultural	ADJ
agb-220	398	2	insurance	insurance	NOUN
agb-220	398	3	in	in	ADP
agb-220	398	4	asia	asia	PROPN
agb-220	398	5	and	and	CCONJ
agb-220	398	6	the	the	DET
agb-220	398	7	pacific	pacific	PROPN
agb-220	398	8	region	region	NOUN
agb-220	398	9	.	.	PUNCT
agb-220	399	1	united	united	PROPN
agb-220	399	2	nations	nations	PROPN
agb-220	399	3	food	food	PROPN
agb-220	399	4	and	and	CCONJ
agb-220	399	5	agricultural	agricultural	ADJ
agb-220	399	6	organization	organization	NOUN
agb-220	399	7	:	:	PUNCT
agb-220	399	8	bangkok	bangkok	PROPN
agb-220	399	9	,	,	PUNCT
agb-220	399	10	thailand	thailand	PROPN
agb-220	399	11	.	.	PUNCT
agb-220	399	12	retrieved	retrieve	VERB
agb-220	399	13	from	from	ADP
agb-220	399	14	https://www.fao.org/3/i2344e/i2344e00.htm	https://www.fao.org/3/i2344e/i2344e00.htm	PROPN
agb-220	399	15	stutley	stutley	PROPN
agb-220	399	16	,	,	PUNCT
agb-220	399	17	c.	c.	PROPN
agb-220	399	18	(	(	PUNCT
agb-220	399	19	2022	2022	NUM
agb-220	399	20	,	,	PUNCT
agb-220	399	21	september	september	PROPN
agb-220	399	22	27	27	NUM
agb-220	399	23	)	)	PUNCT
agb-220	399	24	.	.	PUNCT
agb-220	400	1	asean	asean	PROPN
agb-220	400	2	guideline	guideline	NOUN
agb-220	400	3	on	on	ADP
agb-220	400	4	agricultural	agricultural	ADJ
agb-220	400	5	insurance	insurance	NOUN
agb-220	400	6	implementation	implementation	NOUN
agb-220	400	7	:	:	PUNCT
agb-220	400	8	lesson	lesson	NOUN
agb-220	400	9	and	and	CCONJ
agb-220	400	10	experience	experience	NOUN
agb-220	400	11	from	from	ADP
agb-220	400	12	the	the	DET
agb-220	400	13	asean	asean	PROPN
agb-220	400	14	.	.	PUNCT
agb-220	401	1	giz	giz	PROPN
agb-220	401	2	thailand	thailand	PROPN
agb-220	401	3	,	,	PUNCT
agb-220	401	4	bangkok	bangkok	PROPN
agb-220	401	5	.	.	PROPN
agb-220	401	6	retrieved	retrieve	VERB
agb-220	401	7	from	from	ADP
agb-220	401	8	https://www.aseanagrifood.org/asean-guideline-on-agriculturalinsurance-implementation-lessons-andexperience-from-the-asean	https://www.aseanagrifood.org/asean-guideline-on-agriculturalinsurance-implementation-lessons-andexperience-from-the-asean	ADJ
agb-220	401	9	tabari	tabari	PROPN
agb-220	401	10	,	,	PUNCT
agb-220	401	11	h.	h.	PROPN
agb-220	401	12	(	(	PUNCT
agb-220	401	13	2020	2020	NUM
agb-220	401	14	)	)	PUNCT
agb-220	401	15	.	.	PUNCT
agb-220	402	1	climate	climate	NOUN
agb-220	402	2	change	change	NOUN
agb-220	402	3	impact	impact	NOUN
agb-220	402	4	on	on	ADP
agb-220	402	5	flood	flood	NOUN
agb-220	402	6	and	and	CCONJ
agb-220	402	7	extreme	extreme	ADJ
agb-220	402	8	precipitation	precipitation	NOUN
agb-220	402	9	increases	increase	VERB
agb-220	402	10	with	with	ADP
agb-220	402	11	water	water	NOUN
agb-220	402	12	availability	availability	NOUN
agb-220	402	13	.	.	PUNCT
agb-220	403	1	scientific	scientific	ADJ
agb-220	403	2	reports	report	NOUN
agb-220	403	3	,	,	PUNCT
agb-220	403	4	10(1	10(1	NUM
agb-220	403	5	)	)	PUNCT
agb-220	403	6	,	,	PUNCT
agb-220	403	7	13768	13768	NUM
agb-220	403	8	.	.	PUNCT
agb-220	404	1	doi	doi	NOUN
agb-220	404	2	:	:	PUNCT
agb-220	404	3	https://doi.org/10.1038/s41598-020-70816-2	https://doi.org/10.1038/s41598-020-70816-2	NUM
agb-220	404	4	tok	tok	PROPN
agb-220	404	5	,	,	PUNCT
agb-220	404	6	n.	n.	NOUN
agb-220	404	7	,	,	PUNCT
agb-220	404	8	çobanoğlu	çobanoğlu	PROPN
agb-220	404	9	,	,	PUNCT
agb-220	404	10	f.	f.	PROPN
agb-220	404	11	,	,	PUNCT
agb-220	404	12	&	&	CCONJ
agb-220	404	13	tunalıoğlu	tunalıoğlu	PROPN
agb-220	404	14	,	,	PUNCT
agb-220	404	15	r.	r.	PROPN
agb-220	404	16	(	(	PUNCT
agb-220	404	17	2023	2023	NUM
agb-220	404	18	)	)	PUNCT
agb-220	404	19	.	.	PUNCT
agb-220	405	1	parameters	parameter	NOUN
agb-220	405	2	that	that	PRON
agb-220	405	3	motivate	motivate	VERB
agb-220	405	4	table	table	NOUN
agb-220	405	5	olive	olive	NOUN
agb-220	405	6	farmers	farmer	NOUN
agb-220	405	7	to	to	PART
agb-220	405	8	buy	buy	VERB
agb-220	405	9	agricultural	agricultural	ADJ
agb-220	405	10	insurance	insurance	NOUN
agb-220	405	11	:	:	PUNCT
agb-220	405	12	the	the	DET
agb-220	405	13	case	case	NOUN
agb-220	405	14	of	of	ADP
agb-220	405	15	western	western	ADJ
agb-220	405	16	turkey	turkey	NOUN
agb-220	405	17	.	.	PUNCT
agb-220	406	1	erwerbs	erwerb	NOUN
agb-220	406	2	-	-	PUNCT
agb-220	406	3	obstbau	obstbau	PROPN
agb-220	406	4	,	,	PUNCT
agb-220	406	5	65(4	65(4	PROPN
agb-220	406	6	)	)	PUNCT
agb-220	406	7	,	,	PUNCT
agb-220	406	8	829	829	NUM
agb-220	406	9	-	-	SYM
agb-220	406	10	837	837	NUM
agb-220	406	11	.	.	PUNCT
agb-220	407	1	doi	doi	NOUN
agb-220	407	2	:	:	PUNCT
agb-220	407	3	https://doi.org/10.1007/s10341-022-00682-x	https://doi.org/10.1007/s10341-022-00682-x	PROPN
agb-220	407	4	ursenbach	ursenbach	PROPN
agb-220	407	5	,	,	PUNCT
agb-220	407	6	j.	j.	PROPN
agb-220	407	7	,	,	PUNCT
agb-220	407	8	o'connell	o'connell	PROPN
agb-220	407	9	,	,	PUNCT
agb-220	407	10	m.	m.	PROPN
agb-220	407	11	e.	e.	PROPN
agb-220	407	12	,	,	PUNCT
agb-220	407	13	neiser	neiser	PROPN
agb-220	407	14	,	,	PUNCT
agb-220	407	15	j.	j.	PROPN
agb-220	407	16	,	,	PUNCT
agb-220	407	17	tierney	tierney	PROPN
agb-220	407	18	,	,	PUNCT
agb-220	407	19	m.	m.	PROPN
agb-220	407	20	c.	c.	PROPN
agb-220	407	21	,	,	PUNCT
agb-220	407	22	morgan	morgan	PROPN
agb-220	407	23	,	,	PUNCT
agb-220	407	24	d.	d.	PROPN
agb-220	407	25	,	,	PUNCT
agb-220	407	26	kosteniuk	kosteniuk	PROPN
agb-220	407	27	,	,	PUNCT
agb-220	407	28	j.	j.	PROPN
agb-220	407	29	,	,	PUNCT
agb-220	407	30	&	&	CCONJ
agb-220	407	31	spiteri	spiteri	PROPN
agb-220	407	32	,	,	PUNCT
agb-220	407	33	r.	r.	PROPN
agb-220	407	34	j.	j.	PROPN
agb-220	407	35	(	(	PUNCT
agb-220	407	36	2019	2019	NUM
agb-220	407	37	)	)	PUNCT
agb-220	407	38	.	.	PUNCT
agb-220	408	1	scoring	score	VERB
agb-220	408	2	algorithms	algorithm	NOUN
agb-220	408	3	for	for	ADP
agb-220	408	4	a	a	DET
agb-220	408	5	computer	computer	NOUN
agb-220	408	6	-	-	PUNCT
agb-220	408	7	based	base	VERB
agb-220	408	8	cognitive	cognitive	ADJ
agb-220	408	9	screening	screening	NOUN
agb-220	408	10	tool	tool	NOUN
agb-220	408	11	:	:	PUNCT
agb-220	408	12	an	an	DET
agb-220	408	13	illustrative	illustrative	ADJ
agb-220	408	14	example	example	NOUN
agb-220	408	15	of	of	ADP
agb-220	408	16	overfitting	overfitte	VERB
agb-220	408	17	machine	machine	NOUN
agb-220	408	18	learning	learning	NOUN
agb-220	408	19	approaches	approach	NOUN
agb-220	408	20	and	and	CCONJ
agb-220	408	21	the	the	DET
agb-220	408	22	impact	impact	NOUN
agb-220	408	23	on	on	ADP
agb-220	408	24	estimates	estimate	NOUN
agb-220	408	25	of	of	ADP
agb-220	408	26	classification	classification	NOUN
agb-220	408	27	accuracy	accuracy	NOUN
agb-220	408	28	.	.	PUNCT
agb-220	409	1	psychological	psychological	ADJ
agb-220	409	2	assessment	assessment	NOUN
agb-220	409	3	,	,	PUNCT
agb-220	409	4	31(11	31(11	NUM
agb-220	409	5	)	)	PUNCT
agb-220	409	6	,	,	PUNCT
agb-220	409	7	1377	1377	NUM
agb-220	409	8	-	-	SYM
agb-220	409	9	1382	1382	NUM
agb-220	409	10	.	.	PUNCT
agb-220	410	1	doi	doi	NOUN
agb-220	410	2	:	:	PUNCT
agb-220	410	3	https://doi.org/10.1037/pas0000764	https://doi.org/10.1037/pas0000764	NOUN
agb-220	410	4	vuthipadadorn	vuthipadadorn	ADJ
agb-220	410	5	,	,	PUNCT
agb-220	410	6	d.	d.	PROPN
agb-220	410	7	,	,	PUNCT
agb-220	410	8	serechetapongse	serechetapongse	PROPN
agb-220	410	9	,	,	PUNCT
agb-220	410	10	a.	a.	PROPN
agb-220	410	11	,	,	PUNCT
agb-220	410	12	&	&	CCONJ
agb-220	410	13	wachiratongkum	wachiratongkum	NOUN
agb-220	410	14	,	,	PUNCT
agb-220	410	15	t.	t.	PROPN
agb-220	410	16	(	(	PUNCT
agb-220	410	17	2023	2023	NUM
agb-220	410	18	)	)	PUNCT
agb-220	410	19	.	.	PUNCT
agb-220	411	1	sdg	sdg	PROPN
agb-220	411	2	updates\	updates\	PROPN
agb-220	411	3	insurance	insurance	NOUN
agb-220	411	4	and	and	CCONJ
agb-220	411	5	risk	risk	NOUN
agb-220	411	6	finance	finance	NOUN
agb-220	411	7	solutions	solution	NOUN
agb-220	411	8	to	to	PART
agb-220	411	9	enhance	enhance	VERB
agb-220	411	10	thailand	thailand	PROPN
agb-220	411	11	’s	’s	PART
agb-220	411	12	resilience	resilience	NOUN
agb-220	411	13	.	.	PUNCT
agb-220	412	1	centre	centre	PROPN
agb-220	412	2	for	for	ADP
agb-220	412	3	sdg	sdg	NOUN
agb-220	412	4	research	research	NOUN
agb-220	412	5	and	and	CCONJ
agb-220	412	6	support	support	NOUN
agb-220	412	7	:	:	PUNCT
agb-220	412	8	sdg	sdg	NOUN
agb-220	412	9	move	move	NOUN
agb-220	412	10	.	.	PUNCT
agb-220	413	1	retrieved	retrieve	VERB
agb-220	413	2	from	from	ADP
agb-220	413	3	https://www.sdgmove.com/en/2023/01/20/sdgupdates-insurance-and-risk-finance-solutions-ver-eng	https://www.sdgmove.com/en/2023/01/20/sdgupdates-insurance-and-risk-finance-solutions-ver-eng	PROPN
agb-220	413	4	world	world	PROPN
agb-220	413	5	bank	bank	PROPN
agb-220	413	6	.	.	PUNCT
agb-220	414	1	(	(	PUNCT
agb-220	414	2	2022	2022	NUM
agb-220	414	3	,	,	PUNCT
agb-220	414	4	october	october	PROPN
agb-220	414	5	20	20	NUM
agb-220	414	6	)	)	PUNCT
agb-220	414	7	.	.	PUNCT
agb-220	415	1	thailand	thailand	PROPN
agb-220	415	2	rural	rural	ADJ
agb-220	415	3	income	income	NOUN
agb-220	415	4	diagnostic	diagnostic	ADJ
agb-220	415	5	:	:	PUNCT
agb-220	415	6	challenges	challenge	NOUN
agb-220	415	7	and	and	CCONJ
agb-220	415	8	opportunities	opportunity	NOUN
agb-220	415	9	for	for	ADP
agb-220	415	10	rural	rural	ADJ
agb-220	415	11	farmers	farmer	NOUN
agb-220	415	12	.	.	PUNCT
agb-220	416	1	world	world	PROPN
agb-220	416	2	bank	bank	PROPN
agb-220	416	3	group	group	NOUN
agb-220	416	4	.	.	PUNCT
agb-220	417	1	retrieved	retrieve	VERB
agb-220	417	2	from	from	ADP
agb-220	417	3	https://www.worldbank.org/en/country/thailand/	https://www.worldbank.org/en/country/thailand/	NOUN
agb-220	417	4	publication	publication	NOUN
agb-220	417	5	/	/	SYM
agb-220	417	6	thailand	thailand	NOUN
agb-220	417	7	-	-	PUNCT
agb-220	417	8	rural	rural	ADJ
agb-220	417	9	-	-	PUNCT
agb-220	417	10	income	income	NOUN
agb-220	417	11	-	-	PUNCT
agb-220	417	12	diagnosticchallenges	diagnosticchallenge	NOUN
agb-220	417	13	-	-	PUNCT
agb-220	417	14	and	and	CCONJ
agb-220	417	15	-	-	PUNCT
agb-220	417	16	opportunities	opportunity	NOUN
agb-220	417	17	-	-	PUNCT
agb-220	417	18	for	for	ADP
agb-220	417	19	-	-	PUNCT
agb-220	417	20	rural	rural	ADJ
agb-220	417	21	-	-	PUNCT
agb-220	417	22	farmers	farmer	NOUN
agb-220	417	23	xu	xu	PROPN
agb-220	417	24	,	,	PUNCT
agb-220	417	25	y.	y.	PROPN
agb-220	417	26	,	,	PUNCT
agb-220	417	27	pan	pan	PROPN
agb-220	417	28	,	,	PUNCT
agb-220	417	29	g.	g.	PROPN
agb-220	417	30	,	,	PUNCT
agb-220	417	31	tan	tan	PROPN
agb-220	417	32	,	,	PUNCT
agb-220	417	33	k.	k.	PROPN
agb-220	417	34	s.	s.	PROPN
agb-220	417	35	,	,	PUNCT
agb-220	417	36	&	&	CCONJ
agb-220	417	37	zhu	zhu	PROPN
agb-220	417	38	,	,	PUNCT
agb-220	417	39	w.	w.	PROPN
agb-220	417	40	(	(	PUNCT
agb-220	417	41	2020	2020	NUM
agb-220	417	42	)	)	PUNCT
agb-220	417	43	.	.	PUNCT
agb-220	418	1	optimal	optimal	ADJ
agb-220	418	2	risk	risk	NOUN
agb-220	418	3	pooling	pool	VERB
agb-220	418	4	for	for	ADP
agb-220	418	5	area	area	NOUN
agb-220	418	6	-	-	PUNCT
agb-220	418	7	yield	yield	NOUN
agb-220	418	8	insurance	insurance	NOUN
agb-220	418	9	:	:	PUNCT
agb-220	418	10	a	a	DET
agb-220	418	11	behavior	behavior	NOUN
agb-220	418	12	-	-	PUNCT
agb-220	418	13	based	base	VERB
agb-220	418	14	machine	machine	NOUN
agb-220	418	15	learning	learning	NOUN
agb-220	418	16	approach	approach	NOUN
agb-220	418	17	.	.	PUNCT
agb-220	419	1	available	available	ADJ
agb-220	419	2	at	at	ADP
agb-220	419	3	ssrn	ssrn	PROPN
agb-220	419	4	3495365	3495365	NUM
agb-220	419	5	.	.	PUNCT
agb-220	420	1	doi	doi	NOUN
agb-220	420	2	:	:	PUNCT
agb-220	420	3	https://dx.doi.org/10.2139/ssrn.3495365	https://dx.doi.org/10.2139/ssrn.3495365	PROPN
agb-220	420	4	yoshida	yoshida	PROPN
agb-220	420	5	,	,	PUNCT
agb-220	420	6	k.	k.	PROPN
agb-220	420	7	,	,	PUNCT
agb-220	420	8	srisutham	srisutham	PROPN
agb-220	420	9	,	,	PUNCT
agb-220	420	10	m.	m.	NOUN
agb-220	420	11	,	,	PUNCT
agb-220	420	12	sritumboon	sritumboon	PROPN
agb-220	420	13	,	,	PUNCT
agb-220	420	14	s.	s.	PROPN
agb-220	420	15	,	,	PUNCT
agb-220	420	16	suanburi	suanburi	PROPN
agb-220	420	17	,	,	PUNCT
agb-220	420	18	d.	d.	PROPN
agb-220	420	19	,	,	PUNCT
agb-220	420	20	&	&	CCONJ
agb-220	420	21	janjirauttikul	janjirauttikul	PROPN
agb-220	420	22	,	,	PUNCT
agb-220	420	23	n.	n.	NOUN
agb-220	420	24	(	(	PUNCT
agb-220	420	25	2019	2019	NUM
agb-220	420	26	)	)	PUNCT
agb-220	420	27	.	.	PUNCT
agb-220	421	1	weather	weather	NOUN
agb-220	421	2	-	-	PUNCT
agb-220	421	3	induced	induce	VERB
agb-220	421	4	economic	economic	ADJ
agb-220	421	5	damage	damage	NOUN
agb-220	421	6	to	to	ADP
agb-220	421	7	upland	upland	NOUN
agb-220	421	8	crops	crop	NOUN
agb-220	421	9	and	and	CCONJ
agb-220	421	10	the	the	DET
agb-220	421	11	impact	impact	NOUN
agb-220	421	12	on	on	ADP
agb-220	421	13	farmer	farmer	NOUN
agb-220	421	14	household	household	NOUN
agb-220	421	15	income	income	NOUN
agb-220	421	16	in	in	ADP
agb-220	421	17	northeast	northeast	PROPN
agb-220	421	18	thailand	thailand	PROPN
agb-220	421	19	.	.	PUNCT
agb-220	422	1	paddy	paddy	NOUN
agb-220	422	2	and	and	CCONJ
agb-220	422	3	water	water	NOUN
agb-220	422	4	environment	environment	NOUN
agb-220	422	5	,	,	PUNCT
agb-220	422	6	17(3	17(3	NUM
agb-220	422	7	)	)	PUNCT
agb-220	422	8	,	,	PUNCT
agb-220	422	9	341	341	NUM
agb-220	422	10	-	-	SYM
agb-220	422	11	349	349	NUM
agb-220	422	12	.	.	PUNCT
agb-220	423	1	doi	doi	NOUN
agb-220	423	2	:	:	PUNCT
agb-220	423	3	https://doi.org/10.1007/s10333019-00729-y	https://doi.org/10.1007/s10333019-00729-y	PROPN
agb-220	423	4	zhu	zhu	PROPN
agb-220	423	5	,	,	PUNCT
agb-220	423	6	m.	m.	NOUN
agb-220	423	7	,	,	PUNCT
agb-220	423	8	&	&	CCONJ
agb-220	423	9	fan	fan	PROPN
agb-220	423	10	,	,	PUNCT
agb-220	423	11	b.	b.	PROPN
agb-220	423	12	(	(	PUNCT
agb-220	423	13	2021	2021	NUM
agb-220	423	14	)	)	PUNCT
agb-220	423	15	.	.	PUNCT
agb-220	424	1	exploring	explore	VERB
agb-220	424	2	the	the	DET
agb-220	424	3	relationship	relationship	NOUN
agb-220	424	4	between	between	ADP
agb-220	424	5	rising	rise	VERB
agb-220	424	6	temperatures	temperature	NOUN
agb-220	424	7	and	and	CCONJ
agb-220	424	8	the	the	DET
agb-220	424	9	number	number	NOUN
agb-220	424	10	of	of	ADP
agb-220	424	11	climate	climate	NOUN
agb-220	424	12	-	-	PUNCT
agb-220	424	13	related	relate	VERB
agb-220	424	14	natural	natural	ADJ
agb-220	424	15	disasters	disaster	NOUN
agb-220	424	16	in	in	ADP
agb-220	424	17	china	china	PROPN
agb-220	424	18	.	.	PUNCT
agb-220	425	1	international	international	ADJ
agb-220	425	2	journal	journal	PROPN
agb-220	425	3	of	of	ADP
agb-220	425	4	environmental	environmental	ADJ
agb-220	425	5	research	research	NOUN
agb-220	425	6	and	and	CCONJ
agb-220	425	7	public	public	ADJ
agb-220	425	8	health	health	NOUN
agb-220	425	9	,	,	PUNCT
agb-220	425	10	18(2	18(2	NUM
agb-220	425	11	)	)	PUNCT
agb-220	425	12	,	,	PUNCT
agb-220	425	13	e745	e745	PROPN
agb-220	425	14	.	.	PUNCT
agb-220	425	15	doi	doi	PROPN
agb-220	425	16	:	:	PUNCT
agb-220	425	17	https://doi.org/10.3390/ijerph18020745	https://doi.org/10.3390/ijerph18020745	PROPN
agb-220	425	18	https://doi.org/10.1017/s1355770x21000085	https://doi.org/10.1017/s1355770x21000085	PRON
agb-220	425	19	https://edepot.wur.nl/565644	https://edepot.wur.nl/565644	X
agb-220	425	20	https://www.sme.go.th/upload/mod_download/download-20201012111719.pdf	https://www.sme.go.th/upload/mod_download/download-20201012111719.pdf	NOUN
agb-220	425	21	https://www.sme.go.th/upload/mod_download/download-20201012111719.pdf	https://www.sme.go.th/upload/mod_download/download-20201012111719.pdf	NOUN
agb-220	425	22	https://doi.org/10.1108/afr-09-2022-0115	https://doi.org/10.1108/afr-09-2022-0115	NOUN
agb-220	425	23	https://doi.org/10.5281/zenodo.776786	https://doi.org/10.5281/zenodo.776786	ADV
agb-220	425	24	https://doi.org/10.1016/j.crm.2019.100189	https://doi.org/10.1016/j.crm.2019.100189	PROPN
agb-220	426	1	https://doi.org/10.1007/s10333-019-00755-w	https://doi.org/10.1007/s10333-019-00755-w	NOUN
agb-220	426	2	https://doi.org/10.1108/00214660880001226	https://doi.org/10.1108/00214660880001226	NOUN
agb-220	426	3	https://doi.org/10.1177/0022343311425693	https://doi.org/10.1177/0022343311425693	VERB
agb-220	426	4	https://www.fao.org/3/i2344e/i2344e00.htm	https://www.fao.org/3/i2344e/i2344e00.htm	PROPN
agb-220	426	5	https://www.asean-agrifood.org/asean-guideline-on-agricultural-insurance-implementation-lessons-and-experience-from-the-asean	https://www.asean-agrifood.org/asean-guideline-on-agricultural-insurance-implementation-lessons-and-experience-from-the-asean	PROPN
agb-220	426	6	https://www.asean-agrifood.org/asean-guideline-on-agricultural-insurance-implementation-lessons-and-experience-from-the-asean	https://www.asean-agrifood.org/asean-guideline-on-agricultural-insurance-implementation-lessons-and-experience-from-the-asean	PROPN
agb-220	426	7	https://www.asean-agrifood.org/asean-guideline-on-agricultural-insurance-implementation-lessons-and-experience-from-the-asean	https://www.asean-agrifood.org/asean-guideline-on-agricultural-insurance-implementation-lessons-and-experience-from-the-asean	PROPN
agb-220	426	8	https://www.asean-agrifood.org/asean-guideline-on-agricultural-insurance-implementation-lessons-and-experience-from-the-asean	https://www.asean-agrifood.org/asean-guideline-on-agricultural-insurance-implementation-lessons-and-experience-from-the-asean	PROPN
agb-220	426	9	https://doi.org/10.1038/s41598-020-70816-2	https://doi.org/10.1038/s41598-020-70816-2	NUM
agb-220	426	10	https://doi.org/10.1007/s10341-022-00682-x	https://doi.org/10.1007/s10341-022-00682-x	PROPN
agb-220	426	11	https://doi.org/10.1037/pas0000764	https://doi.org/10.1037/pas0000764	NOUN
agb-220	426	12	https://www.sdgmove.com/en/2023/01/20/sdg-updates-insurance-and-risk-finance-solutions-ver-eng	https://www.sdgmove.com/en/2023/01/20/sdg-updates-insurance-and-risk-finance-solutions-ver-eng	PROPN
agb-220	426	13	https://www.sdgmove.com/en/2023/01/20/sdg-updates-insurance-and-risk-finance-solutions-ver-eng	https://www.sdgmove.com/en/2023/01/20/sdg-updates-insurance-and-risk-finance-solutions-ver-eng	PROPN
agb-220	426	14	https://www.worldbank.org/en/country/thailand/publication/thailand-rural-income-diagnostic-challenges-and-opportunities-for-rural-farmers	https://www.worldbank.org/en/country/thailand/publication/thailand-rural-income-diagnostic-challenges-and-opportunities-for-rural-farmers	PROPN
agb-220	426	15	https://www.worldbank.org/en/country/thailand/publication/thailand-rural-income-diagnostic-challenges-and-opportunities-for-rural-farmers	https://www.worldbank.org/en/country/thailand/publication/thailand-rural-income-diagnostic-challenges-and-opportunities-for-rural-farmers	PROPN
agb-220	426	16	https://www.worldbank.org/en/country/thailand/publication/thailand-rural-income-diagnostic-challenges-and-opportunities-for-rural-farmers	https://www.worldbank.org/en/country/thailand/publication/thailand-rural-income-diagnostic-challenges-and-opportunities-for-rural-farmer	NOUN
agb-220	426	17	https://dx.doi.org/10.2139/ssrn.3495365	https://dx.doi.org/10.2139/ssrn.3495365	INTJ
agb-220	426	18	https://doi.org/10.1007/s10333-019-00729-y	https://doi.org/10.1007/s10333-019-00729-y	PROPN
agb-220	426	19	https://doi.org/10.1007/s10333-019-00729-y	https://doi.org/10.1007/s10333-019-00729-y	PROPN
agb-220	426	20	https://doi.org/10.3390/ijerph18020745	https://doi.org/10.3390/ijerph18020745	PROPN