id	sid	tid	token	lemma	pos
easat-6125	1	1	edelweiss	edelweiss	PROPN
easat-6125	1	2	applied	apply	VERB
easat-6125	1	3	science	science	NOUN
easat-6125	1	4	and	and	CCONJ
easat-6125	1	5	technology	technology	NOUN
easat-6125	1	6	issn	issn	PROPN
easat-6125	1	7	:	:	PUNCT
easat-6125	1	8	2576	2576	NUM
easat-6125	1	9	-	-	SYM
easat-6125	1	10	8484	8484	NUM
easat-6125	1	11	vol	vol	NOUN
easat-6125	1	12	.	.	PROPN
easat-6125	2	1	9	9	NUM
easat-6125	2	2	,	,	PUNCT
easat-6125	2	3	no	no	INTJ
easat-6125	2	4	.	.	NOUN
easat-6125	2	5	4	4	NUM
easat-6125	2	6	,	,	PUNCT
easat-6125	2	7	856	856	NUM
easat-6125	2	8	-	-	SYM
easat-6125	2	9	868	868	NUM
easat-6125	2	10	2025	2025	NUM
easat-6125	2	11	publisher	publisher	NOUN
easat-6125	2	12	:	:	PUNCT
easat-6125	2	13	learning	learn	VERB
easat-6125	2	14	gate	gate	NOUN
easat-6125	2	15	doi	doi	PROPN
easat-6125	2	16	:	:	PUNCT
easat-6125	2	17	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	2	18	©	©	PROPN
easat-6125	2	19	2025	2025	NUM
easat-6125	2	20	by	by	ADP
easat-6125	2	21	the	the	DET
easat-6125	2	22	authors	author	NOUN
easat-6125	2	23	;	;	PUNCT
easat-6125	2	24	licensee	licensee	PROPN
easat-6125	2	25	learning	learning	NOUN
easat-6125	2	26	gate	gate	NOUN
easat-6125	3	1	©	©	PROPN
easat-6125	3	2	2025	2025	NUM
easat-6125	3	3	by	by	ADP
easat-6125	3	4	the	the	DET
easat-6125	3	5	authors	author	NOUN
easat-6125	3	6	;	;	PUNCT
easat-6125	3	7	licensee	licensee	PROPN
easat-6125	3	8	learning	learning	NOUN
easat-6125	3	9	gate	gate	NOUN
easat-6125	3	10	history	history	NOUN
easat-6125	3	11	:	:	PUNCT
easat-6125	3	12	received	receive	VERB
easat-6125	3	13	:	:	PUNCT
easat-6125	3	14	29	29	NUM
easat-6125	3	15	january	january	NOUN
easat-6125	3	16	2025	2025	NUM
easat-6125	3	17	;	;	PUNCT
easat-6125	3	18	revised	revise	VERB
easat-6125	3	19	:	:	PUNCT
easat-6125	3	20	14	14	NUM
easat-6125	3	21	march	march	NOUN
easat-6125	3	22	2025	2025	NUM
easat-6125	3	23	;	;	PUNCT
easat-6125	3	24	accepted	accept	VERB
easat-6125	3	25	:	:	PUNCT
easat-6125	3	26	19	19	NUM
easat-6125	3	27	march	march	NOUN
easat-6125	3	28	2025	2025	NUM
easat-6125	3	29	;	;	PUNCT
easat-6125	3	30	published	publish	VERB
easat-6125	3	31	:	:	PUNCT
easat-6125	4	1	10	10	NUM
easat-6125	4	2	april	april	PROPN
easat-6125	4	3	2025	2025	NUM
easat-6125	4	4	*	*	PUNCT
easat-6125	4	5	correspondence	correspondence	NOUN
easat-6125	4	6	:	:	PUNCT
easat-6125	4	7	taurai.hungwe@smu.ac.za	taurai.hungwe@smu.ac.za	NOUN
easat-6125	4	8	climate	climate	NOUN
easat-6125	4	9	change	change	NOUN
easat-6125	4	10	impacts	impact	NOUN
easat-6125	4	11	on	on	ADP
easat-6125	4	12	south	south	ADJ
easat-6125	4	13	african	african	ADJ
easat-6125	4	14	non	non	ADJ
easat-6125	4	15	-	-	ADJ
easat-6125	4	16	life	life	ADJ
easat-6125	4	17	insurance	insurance	NOUN
easat-6125	4	18	:	:	PUNCT
easat-6125	4	19	a	a	DET
easat-6125	4	20	comprehensive	comprehensive	ADJ
easat-6125	4	21	analysis	analysis	NOUN
easat-6125	4	22	of	of	ADP
easat-6125	4	23	natural	natural	ADJ
easat-6125	4	24	disaster	disaster	NOUN
easat-6125	4	25	risk	risk	NOUN
easat-6125	4	26	and	and	CCONJ
easat-6125	4	27	adaptation	adaptation	NOUN
easat-6125	4	28	strategies	strategy	NOUN
easat-6125	4	29	sandile	sandile	ADJ
easat-6125	4	30	johannes	johanne	NOUN
easat-6125	4	31	buthelezi1	buthelezi1	ADV
easat-6125	4	32	,	,	PUNCT
easat-6125	4	33	taurai	taurai	VERB
easat-6125	4	34	hungwe2	hungwe2	PROPN
easat-6125	4	35	*	*	NOUN
easat-6125	4	36	,	,	PUNCT
easat-6125	4	37	vimbai	vimbai	VERB
easat-6125	4	38	mbirimi	mbirimi	PROPN
easat-6125	4	39	-	-	PUNCT
easat-6125	4	40	hungwe3	hungwe3	PROPN
easat-6125	4	41	,	,	PUNCT
easat-6125	4	42	solly	solly	NOUN
easat-6125	4	43	matshonisa	matshonisa	VERB
easat-6125	4	44	seeletse1	seeletse1	NOUN
easat-6125	5	1	1department	1department	NUM
easat-6125	5	2	of	of	ADP
easat-6125	5	3	statistical	statistical	ADJ
easat-6125	5	4	sciences	science	NOUN
easat-6125	5	5	,	,	PUNCT
easat-6125	5	6	sefako	sefako	PROPN
easat-6125	5	7	makgatho	makgatho	PROPN
easat-6125	5	8	university	university	PROPN
easat-6125	5	9	of	of	ADP
easat-6125	5	10	health	health	PROPN
easat-6125	5	11	sciences	sciences	PROPN
easat-6125	5	12	,	,	PUNCT
easat-6125	5	13	south	south	PROPN
easat-6125	5	14	africa	africa	PROPN
easat-6125	5	15	.	.	PUNCT
easat-6125	6	1	2department	2department	NUM
easat-6125	6	2	of	of	ADP
easat-6125	6	3	computer	computer	NOUN
easat-6125	6	4	science	science	NOUN
easat-6125	6	5	and	and	CCONJ
easat-6125	6	6	information	information	NOUN
easat-6125	6	7	technology	technology	NOUN
easat-6125	6	8	,	,	PUNCT
easat-6125	6	9	sefako	sefako	PROPN
easat-6125	6	10	makgatho	makgatho	PROPN
easat-6125	6	11	university	university	PROPN
easat-6125	6	12	of	of	ADP
easat-6125	6	13	health	health	PROPN
easat-6125	6	14	sciences	sciences	PROPN
easat-6125	6	15	,	,	PUNCT
easat-6125	6	16	south	south	PROPN
easat-6125	6	17	africa	africa	PROPN
easat-6125	6	18	;	;	PUNCT
easat-6125	6	19	taurai.hungwe@smu.ac.za	taurai.hungwe@smu.ac.za	PROPN
easat-6125	6	20	(	(	PUNCT
easat-6125	6	21	t.h	t.h	PROPN
easat-6125	6	22	.	.	PUNCT
easat-6125	6	23	)	)	PUNCT
easat-6125	6	24	.	.	PUNCT
easat-6125	7	1	3department	3department	NUM
easat-6125	7	2	of	of	ADP
easat-6125	7	3	academic	academic	ADJ
easat-6125	7	4	literacy	literacy	NOUN
easat-6125	7	5	and	and	CCONJ
easat-6125	7	6	science	science	NOUN
easat-6125	7	7	communication	communication	NOUN
easat-6125	7	8	sefako	sefako	PROPN
easat-6125	7	9	makgatho	makgatho	PROPN
easat-6125	7	10	university	university	PROPN
easat-6125	7	11	of	of	ADP
easat-6125	7	12	health	health	PROPN
easat-6125	7	13	sciences	sciences	PROPN
easat-6125	7	14	,	,	PUNCT
easat-6125	7	15	south	south	PROPN
easat-6125	7	16	africa	africa	PROPN
easat-6125	7	17	.	.	PUNCT
easat-6125	8	1	abstract	abstract	ADJ
easat-6125	8	2	:	:	PUNCT
easat-6125	8	3	this	this	DET
easat-6125	8	4	study	study	NOUN
easat-6125	8	5	investigates	investigate	VERB
easat-6125	8	6	the	the	DET
easat-6125	8	7	impact	impact	NOUN
easat-6125	8	8	of	of	ADP
easat-6125	8	9	climate	climate	NOUN
easat-6125	8	10	change	change	NOUN
easat-6125	8	11	on	on	ADP
easat-6125	8	12	the	the	DET
easat-6125	8	13	south	south	ADJ
easat-6125	8	14	african	african	ADJ
easat-6125	8	15	insurance	insurance	NOUN
easat-6125	8	16	industry	industry	NOUN
easat-6125	8	17	,	,	PUNCT
easat-6125	8	18	focusing	focus	VERB
easat-6125	8	19	specifically	specifically	ADV
easat-6125	8	20	on	on	ADP
easat-6125	8	21	the	the	DET
easat-6125	8	22	increased	increase	VERB
easat-6125	8	23	frequency	frequency	NOUN
easat-6125	8	24	and	and	CCONJ
easat-6125	8	25	intensity	intensity	NOUN
easat-6125	8	26	of	of	ADP
easat-6125	8	27	natural	natural	ADJ
easat-6125	8	28	disasters	disaster	NOUN
easat-6125	8	29	.	.	PUNCT
easat-6125	9	1	the	the	DET
easat-6125	9	2	escalating	escalate	VERB
easat-6125	9	3	threats	threat	NOUN
easat-6125	9	4	posed	pose	VERB
easat-6125	9	5	by	by	ADP
easat-6125	9	6	extreme	extreme	ADJ
easat-6125	9	7	weather	weather	NOUN
easat-6125	9	8	events	event	NOUN
easat-6125	9	9	,	,	PUNCT
easat-6125	9	10	including	include	VERB
easat-6125	9	11	floods	flood	NOUN
easat-6125	9	12	,	,	PUNCT
easat-6125	9	13	droughts	drought	NOUN
easat-6125	9	14	,	,	PUNCT
easat-6125	9	15	storms	storm	NOUN
easat-6125	9	16	,	,	PUNCT
easat-6125	9	17	and	and	CCONJ
easat-6125	9	18	wildfires	wildfire	VERB
easat-6125	9	19	,	,	PUNCT
easat-6125	9	20	are	be	AUX
easat-6125	9	21	analyzed	analyze	VERB
easat-6125	9	22	in	in	ADP
easat-6125	9	23	depth	depth	NOUN
easat-6125	9	24	,	,	PUNCT
easat-6125	9	25	revealing	reveal	VERB
easat-6125	9	26	a	a	DET
easat-6125	9	27	significant	significant	ADJ
easat-6125	9	28	surge	surge	NOUN
easat-6125	9	29	in	in	ADP
easat-6125	9	30	damages	damage	NOUN
easat-6125	9	31	related	relate	VERB
easat-6125	9	32	to	to	ADP
easat-6125	9	33	property	property	NOUN
easat-6125	9	34	,	,	PUNCT
easat-6125	9	35	business	business	NOUN
easat-6125	9	36	interruptions	interruption	NOUN
easat-6125	9	37	,	,	PUNCT
easat-6125	9	38	and	and	CCONJ
easat-6125	9	39	agricultural	agricultural	ADJ
easat-6125	9	40	losses	loss	NOUN
easat-6125	9	41	.	.	PUNCT
easat-6125	10	1	as	as	SCONJ
easat-6125	10	2	weather	weather	NOUN
easat-6125	10	3	patterns	pattern	NOUN
easat-6125	10	4	become	become	VERB
easat-6125	10	5	increasingly	increasingly	ADV
easat-6125	10	6	unpredictable	unpredictable	ADJ
easat-6125	10	7	,	,	PUNCT
easat-6125	10	8	the	the	DET
easat-6125	10	9	study	study	NOUN
easat-6125	10	10	highlights	highlight	VERB
easat-6125	10	11	the	the	DET
easat-6125	10	12	challenges	challenge	NOUN
easat-6125	10	13	faced	face	VERB
easat-6125	10	14	by	by	ADP
easat-6125	10	15	south	south	PROPN
easat-6125	10	16	africa	africa	PROPN
easat-6125	10	17	in	in	ADP
easat-6125	10	18	predicting	predict	VERB
easat-6125	10	19	and	and	CCONJ
easat-6125	10	20	managing	manage	VERB
easat-6125	10	21	risks	risk	NOUN
easat-6125	10	22	effectively	effectively	ADV
easat-6125	10	23	,	,	PUNCT
easat-6125	10	24	necessitating	necessitate	VERB
easat-6125	10	25	a	a	DET
easat-6125	10	26	paradigm	paradigm	NOUN
easat-6125	10	27	shift	shift	NOUN
easat-6125	10	28	in	in	ADP
easat-6125	10	29	risk	risk	NOUN
easat-6125	10	30	assessment	assessment	NOUN
easat-6125	10	31	methodologies	methodology	NOUN
easat-6125	10	32	.	.	PUNCT
easat-6125	11	1	descriptive	descriptive	ADJ
easat-6125	11	2	statistics	statistic	NOUN
easat-6125	11	3	and	and	CCONJ
easat-6125	11	4	time	time	NOUN
easat-6125	11	5	series	series	PROPN
easat-6125	11	6	analyses	analysis	NOUN
easat-6125	11	7	were	be	AUX
easat-6125	11	8	used	use	VERB
easat-6125	11	9	to	to	PART
easat-6125	11	10	summarize	summarize	VERB
easat-6125	11	11	and	and	CCONJ
easat-6125	11	12	observe	observe	VERB
easat-6125	11	13	trends	trend	NOUN
easat-6125	11	14	over	over	ADP
easat-6125	11	15	the	the	DET
easat-6125	11	16	period	period	NOUN
easat-6125	11	17	2000	2000	NUM
easat-6125	11	18	-	-	SYM
easat-6125	11	19	2024	2024	NUM
easat-6125	11	20	to	to	PART
easat-6125	11	21	provide	provide	VERB
easat-6125	11	22	a	a	DET
easat-6125	11	23	comprehensive	comprehensive	ADJ
easat-6125	11	24	examination	examination	NOUN
easat-6125	11	25	of	of	ADP
easat-6125	11	26	the	the	DET
easat-6125	11	27	intricate	intricate	ADJ
easat-6125	11	28	relationship	relationship	NOUN
easat-6125	11	29	between	between	ADP
easat-6125	11	30	climate	climate	NOUN
easat-6125	11	31	change	change	NOUN
easat-6125	11	32	and	and	CCONJ
easat-6125	11	33	the	the	DET
easat-6125	11	34	south	south	ADJ
easat-6125	11	35	african	african	ADJ
easat-6125	11	36	insurance	insurance	NOUN
easat-6125	11	37	industry	industry	NOUN
easat-6125	11	38	,	,	PUNCT
easat-6125	11	39	focusing	focus	VERB
easat-6125	11	40	on	on	ADP
easat-6125	11	41	the	the	DET
easat-6125	11	42	escalating	escalate	VERB
easat-6125	11	43	risks	risk	NOUN
easat-6125	11	44	posed	pose	VERB
easat-6125	11	45	by	by	ADP
easat-6125	11	46	natural	natural	ADJ
easat-6125	11	47	disasters	disaster	NOUN
easat-6125	11	48	.	.	PUNCT
easat-6125	12	1	the	the	DET
easat-6125	12	2	study	study	NOUN
easat-6125	12	3	reveals	reveal	VERB
easat-6125	12	4	that	that	SCONJ
easat-6125	12	5	droughts	drought	NOUN
easat-6125	12	6	are	be	AUX
easat-6125	12	7	the	the	DET
easat-6125	12	8	most	most	ADV
easat-6125	12	9	significant	significant	ADJ
easat-6125	12	10	climatological	climatological	ADJ
easat-6125	12	11	concern	concern	NOUN
easat-6125	12	12	in	in	ADP
easat-6125	12	13	south	south	PROPN
easat-6125	12	14	africa	africa	PROPN
easat-6125	12	15	,	,	PUNCT
easat-6125	12	16	with	with	ADP
easat-6125	12	17	hydrological	hydrological	ADJ
easat-6125	12	18	disasters	disaster	NOUN
easat-6125	12	19	being	be	AUX
easat-6125	12	20	the	the	DET
easat-6125	12	21	most	most	ADV
easat-6125	12	22	common	common	ADJ
easat-6125	12	23	.	.	PUNCT
easat-6125	13	1	meteorological	meteorological	ADJ
easat-6125	13	2	disasters	disaster	NOUN
easat-6125	13	3	are	be	AUX
easat-6125	13	4	more	more	ADV
easat-6125	13	5	frequent	frequent	ADJ
easat-6125	13	6	,	,	PUNCT
easat-6125	13	7	emphasizing	emphasize	VERB
easat-6125	13	8	the	the	DET
easat-6125	13	9	need	need	NOUN
easat-6125	13	10	for	for	ADP
easat-6125	13	11	robust	robust	ADJ
easat-6125	13	12	preparedness	preparedness	NOUN
easat-6125	13	13	and	and	CCONJ
easat-6125	13	14	response	response	NOUN
easat-6125	13	15	measures	measure	NOUN
easat-6125	13	16	.	.	PUNCT
easat-6125	14	1	floods	flood	NOUN
easat-6125	14	2	are	be	AUX
easat-6125	14	3	the	the	DET
easat-6125	14	4	most	most	ADV
easat-6125	14	5	prevalent	prevalent	ADJ
easat-6125	14	6	disaster	disaster	NOUN
easat-6125	14	7	type	type	NOUN
easat-6125	14	8	,	,	PUNCT
easat-6125	14	9	with	with	ADP
easat-6125	14	10	kwazulu	kwazulu	PROPN
easat-6125	14	11	-	-	PUNCT
easat-6125	14	12	natal	natal	NOUN
easat-6125	14	13	having	have	VERB
easat-6125	14	14	the	the	DET
easat-6125	14	15	highest	high	ADJ
easat-6125	14	16	number	number	NOUN
easat-6125	14	17	of	of	ADP
easat-6125	14	18	disasters	disaster	NOUN
easat-6125	14	19	.	.	PUNCT
easat-6125	15	1	the	the	DET
easat-6125	15	2	eastern	eastern	ADJ
easat-6125	15	3	cape	cape	NOUN
easat-6125	15	4	and	and	CCONJ
easat-6125	15	5	northern	northern	ADJ
easat-6125	15	6	cape	cape	NOUN
easat-6125	15	7	experience	experience	NOUN
easat-6125	15	8	fewer	few	ADJ
easat-6125	15	9	disasters	disaster	NOUN
easat-6125	15	10	.	.	PUNCT
easat-6125	16	1	overall	overall	ADJ
easat-6125	16	2	,	,	PUNCT
easat-6125	16	3	climatological	climatological	ADJ
easat-6125	16	4	,	,	PUNCT
easat-6125	16	5	hydrological	hydrological	ADJ
easat-6125	16	6	,	,	PUNCT
easat-6125	16	7	and	and	CCONJ
easat-6125	16	8	meteorological	meteorological	ADJ
easat-6125	16	9	events	event	NOUN
easat-6125	16	10	are	be	AUX
easat-6125	16	11	the	the	DET
easat-6125	16	12	most	most	ADV
easat-6125	16	13	prevalent	prevalent	ADJ
easat-6125	16	14	,	,	PUNCT
easat-6125	16	15	with	with	ADP
easat-6125	16	16	droughts	drought	NOUN
easat-6125	16	17	dominating	dominate	VERB
easat-6125	16	18	the	the	DET
easat-6125	16	19	climatological	climatological	ADJ
easat-6125	16	20	subgroup	subgroup	NOUN
easat-6125	16	21	.	.	PUNCT
easat-6125	17	1	this	this	DET
easat-6125	17	2	comprehensive	comprehensive	ADJ
easat-6125	17	3	analysis	analysis	NOUN
easat-6125	17	4	contributes	contribute	VERB
easat-6125	17	5	to	to	ADP
easat-6125	17	6	the	the	DET
easat-6125	17	7	growing	grow	VERB
easat-6125	17	8	body	body	NOUN
easat-6125	17	9	of	of	ADP
easat-6125	17	10	knowledge	knowledge	NOUN
easat-6125	17	11	on	on	ADP
easat-6125	17	12	the	the	DET
easat-6125	17	13	intersection	intersection	NOUN
easat-6125	17	14	of	of	ADP
easat-6125	17	15	climate	climate	NOUN
easat-6125	17	16	change	change	NOUN
easat-6125	17	17	and	and	CCONJ
easat-6125	17	18	the	the	DET
easat-6125	17	19	insurance	insurance	NOUN
easat-6125	17	20	industry	industry	NOUN
easat-6125	17	21	in	in	ADP
easat-6125	17	22	south	south	PROPN
easat-6125	17	23	africa	africa	PROPN
easat-6125	17	24	,	,	PUNCT
easat-6125	17	25	providing	provide	VERB
easat-6125	17	26	insights	insight	NOUN
easat-6125	17	27	into	into	ADP
easat-6125	17	28	the	the	DET
easat-6125	17	29	multifaceted	multifaceted	ADJ
easat-6125	17	30	challenges	challenge	NOUN
easat-6125	17	31	insurers	insurer	NOUN
easat-6125	17	32	face	face	VERB
easat-6125	17	33	and	and	CCONJ
easat-6125	17	34	outlining	outline	VERB
easat-6125	17	35	potential	potential	ADJ
easat-6125	17	36	adaptation	adaptation	NOUN
easat-6125	17	37	strategies	strategy	NOUN
easat-6125	17	38	.	.	PUNCT
easat-6125	18	1	the	the	DET
easat-6125	18	2	findings	finding	NOUN
easat-6125	18	3	of	of	ADP
easat-6125	18	4	this	this	DET
easat-6125	18	5	study	study	NOUN
easat-6125	18	6	offer	offer	VERB
easat-6125	18	7	valuable	valuable	ADJ
easat-6125	18	8	guidance	guidance	NOUN
easat-6125	18	9	for	for	ADP
easat-6125	18	10	industry	industry	NOUN
easat-6125	18	11	stakeholders	stakeholder	NOUN
easat-6125	18	12	,	,	PUNCT
easat-6125	18	13	policymakers	policymaker	NOUN
easat-6125	18	14	,	,	PUNCT
easat-6125	18	15	and	and	CCONJ
easat-6125	18	16	researchers	researcher	NOUN
easat-6125	18	17	seeking	seek	VERB
easat-6125	18	18	to	to	PART
easat-6125	18	19	navigate	navigate	VERB
easat-6125	18	20	the	the	DET
easat-6125	18	21	complex	complex	ADJ
easat-6125	18	22	landscape	landscape	NOUN
easat-6125	18	23	of	of	ADP
easat-6125	18	24	climate	climate	NOUN
easat-6125	18	25	-	-	PUNCT
easat-6125	18	26	related	relate	VERB
easat-6125	18	27	risks	risk	NOUN
easat-6125	18	28	in	in	ADP
easat-6125	18	29	the	the	DET
easat-6125	18	30	insurance	insurance	NOUN
easat-6125	18	31	sector	sector	NOUN
easat-6125	18	32	.	.	PUNCT
easat-6125	19	1	keywords	keyword	NOUN
easat-6125	19	2	:	:	PUNCT
easat-6125	19	3	climate	climate	NOUN
easat-6125	19	4	change	change	NOUN
easat-6125	19	5	,	,	PUNCT
easat-6125	19	6	climatological	climatological	ADJ
easat-6125	19	7	,	,	PUNCT
easat-6125	19	8	droughts	drought	NOUN
easat-6125	19	9	,	,	PUNCT
easat-6125	19	10	floods	flood	NOUN
easat-6125	19	11	,	,	PUNCT
easat-6125	19	12	geophysical	geophysical	ADJ
easat-6125	19	13	,	,	PUNCT
easat-6125	19	14	hydrological	hydrological	ADJ
easat-6125	19	15	,	,	PUNCT
easat-6125	19	16	insurance	insurance	NOUN
easat-6125	19	17	,	,	PUNCT
easat-6125	19	18	meteorological	meteorological	ADJ
easat-6125	19	19	,	,	PUNCT
easat-6125	19	20	natural	natural	ADJ
easat-6125	19	21	disasters	disaster	NOUN
easat-6125	19	22	.	.	PUNCT
easat-6125	20	1	1	1	X
easat-6125	20	2	.	.	X
easat-6125	20	3	introduction	introduction	NOUN
easat-6125	20	4	climate	climate	NOUN
easat-6125	20	5	change	change	NOUN
easat-6125	20	6	is	be	AUX
easat-6125	20	7	a	a	DET
easat-6125	20	8	global	global	ADJ
easat-6125	20	9	issue	issue	NOUN
easat-6125	20	10	affecting	affect	VERB
easat-6125	20	11	ecosystems	ecosystem	NOUN
easat-6125	20	12	,	,	PUNCT
easat-6125	20	13	economies	economy	NOUN
easat-6125	20	14	,	,	PUNCT
easat-6125	20	15	and	and	CCONJ
easat-6125	20	16	societies	society	NOUN
easat-6125	20	17	worldwide	worldwide	ADV
easat-6125	20	18	.	.	PUNCT
easat-6125	21	1	southern	southern	PROPN
easat-6125	21	2	africa	africa	PROPN
easat-6125	21	3	is	be	AUX
easat-6125	21	4	particularly	particularly	ADV
easat-6125	21	5	vulnerable	vulnerable	ADJ
easat-6125	21	6	to	to	ADP
easat-6125	21	7	extreme	extreme	ADJ
easat-6125	21	8	weather	weather	NOUN
easat-6125	21	9	events	event	NOUN
easat-6125	21	10	and	and	CCONJ
easat-6125	21	11	natural	natural	ADJ
easat-6125	21	12	disasters	disaster	NOUN
easat-6125	21	13	,	,	PUNCT
easat-6125	21	14	leading	lead	VERB
easat-6125	21	15	to	to	ADP
easat-6125	21	16	the	the	DET
easat-6125	21	17	displacement	displacement	NOUN
easat-6125	21	18	of	of	ADP
easat-6125	21	19	people	people	NOUN
easat-6125	21	20	.	.	PUNCT
easat-6125	22	1	this	this	DET
easat-6125	22	2	displacement	displacement	NOUN
easat-6125	22	3	has	have	VERB
easat-6125	22	4	profound	profound	ADJ
easat-6125	22	5	social	social	ADJ
easat-6125	22	6	,	,	PUNCT
easat-6125	22	7	economic	economic	ADJ
easat-6125	22	8	,	,	PUNCT
easat-6125	22	9	and	and	CCONJ
easat-6125	22	10	environmental	environmental	ADJ
easat-6125	22	11	implications	implication	NOUN
easat-6125	22	12	.	.	PUNCT
easat-6125	23	1	efforts	effort	NOUN
easat-6125	23	2	to	to	PART
easat-6125	23	3	combat	combat	VERB
easat-6125	23	4	climate	climate	NOUN
easat-6125	23	5	change	change	NOUN
easat-6125	23	6	focus	focus	VERB
easat-6125	23	7	on	on	ADP
easat-6125	23	8	lowering	lower	VERB
easat-6125	23	9	emissions	emission	NOUN
easat-6125	23	10	,	,	PUNCT
easat-6125	23	11	but	but	CCONJ
easat-6125	23	12	many	many	ADJ
easat-6125	23	13	vulnerable	vulnerable	ADJ
easat-6125	23	14	nations	nation	NOUN
easat-6125	23	15	lack	lack	VERB
easat-6125	23	16	the	the	DET
easat-6125	23	17	resources	resource	NOUN
easat-6125	23	18	and	and	CCONJ
easat-6125	23	19	capacity	capacity	NOUN
easat-6125	23	20	to	to	PART
easat-6125	23	21	adopt	adopt	VERB
easat-6125	23	22	effective	effective	ADJ
easat-6125	23	23	adaptation	adaptation	NOUN
easat-6125	23	24	plans	plan	NOUN
easat-6125	23	25	[	[	X
easat-6125	23	26	1	1	NUM
easat-6125	23	27	]	]	PUNCT
easat-6125	23	28	.	.	PUNCT
easat-6125	24	1	climate	climate	NOUN
easat-6125	24	2	change	change	NOUN
easat-6125	24	3	refers	refer	VERB
easat-6125	24	4	to	to	ADP
easat-6125	24	5	long	long	ADJ
easat-6125	24	6	-	-	PUNCT
easat-6125	24	7	term	term	NOUN
easat-6125	24	8	alterations	alteration	NOUN
easat-6125	24	9	in	in	ADP
easat-6125	24	10	temperature	temperature	NOUN
easat-6125	24	11	and	and	CCONJ
easat-6125	24	12	weather	weather	NOUN
easat-6125	24	13	patterns	pattern	NOUN
easat-6125	24	14	,	,	PUNCT
easat-6125	24	15	which	which	PRON
easat-6125	24	16	can	can	AUX
easat-6125	24	17	be	be	AUX
easat-6125	24	18	natural	natural	ADJ
easat-6125	24	19	or	or	CCONJ
easat-6125	24	20	caused	cause	VERB
easat-6125	24	21	by	by	ADP
easat-6125	24	22	solar	solar	ADJ
easat-6125	24	23	activity	activity	NOUN
easat-6125	24	24	or	or	CCONJ
easat-6125	24	25	volcanic	volcanic	ADJ
easat-6125	24	26	eruptions	eruption	NOUN
easat-6125	24	27	[	[	X
easat-6125	24	28	2	2	NUM
easat-6125	24	29	]	]	PUNCT
easat-6125	24	30	.	.	PUNCT
easat-6125	25	1	this	this	PRON
easat-6125	25	2	leaves	leave	VERB
easat-6125	25	3	people	people	NOUN
easat-6125	25	4	,	,	PUNCT
easat-6125	25	5	particularly	particularly	ADV
easat-6125	25	6	climate	climate	NOUN
easat-6125	25	7	refugees	refugee	NOUN
easat-6125	25	8	and	and	CCONJ
easat-6125	25	9	migrants	migrant	NOUN
easat-6125	25	10	,	,	PUNCT
easat-6125	25	11	increasingly	increasingly	ADV
easat-6125	25	12	vulnerable	vulnerable	ADJ
easat-6125	25	13	[	[	X
easat-6125	25	14	3	3	NUM
easat-6125	25	15	]	]	PUNCT
easat-6125	25	16	.	.	PUNCT
easat-6125	26	1	857	857	NUM
easat-6125	26	2	edelweiss	edelweiss	PROPN
easat-6125	26	3	applied	apply	VERB
easat-6125	26	4	science	science	NOUN
easat-6125	26	5	and	and	CCONJ
easat-6125	26	6	technology	technology	NOUN
easat-6125	26	7	issn	issn	PROPN
easat-6125	26	8	:	:	PUNCT
easat-6125	26	9	2576	2576	NUM
easat-6125	26	10	-	-	SYM
easat-6125	26	11	8484	8484	NUM
easat-6125	26	12	vol	vol	NOUN
easat-6125	26	13	.	.	PROPN
easat-6125	27	1	9	9	NUM
easat-6125	27	2	,	,	PUNCT
easat-6125	27	3	no	no	INTJ
easat-6125	27	4	.	.	NOUN
easat-6125	27	5	4	4	NUM
easat-6125	27	6	:	:	PUNCT
easat-6125	27	7	856	856	NUM
easat-6125	27	8	-	-	SYM
easat-6125	27	9	868	868	NUM
easat-6125	27	10	,	,	PUNCT
easat-6125	27	11	2025	2025	NUM
easat-6125	27	12	doi	doi	NOUN
easat-6125	27	13	:	:	PUNCT
easat-6125	27	14	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	27	15	©	©	PROPN
easat-6125	27	16	2025	2025	NUM
easat-6125	27	17	by	by	ADP
easat-6125	27	18	the	the	DET
easat-6125	27	19	authors	author	NOUN
easat-6125	27	20	;	;	PUNCT
easat-6125	27	21	licensee	licensee	PROPN
easat-6125	27	22	learning	learn	VERB
easat-6125	27	23	gate	gate	NOUN
easat-6125	27	24	natural	natural	ADJ
easat-6125	27	25	catastrophes	catastrophe	NOUN
easat-6125	27	26	have	have	AUX
easat-6125	27	27	become	become	VERB
easat-6125	27	28	more	more	ADV
easat-6125	27	29	common	common	ADJ
easat-6125	27	30	,	,	PUNCT
easat-6125	27	31	larger	large	ADJ
easat-6125	27	32	,	,	PUNCT
easat-6125	27	33	and	and	CCONJ
easat-6125	27	34	more	more	ADV
easat-6125	27	35	severe	severe	ADJ
easat-6125	27	36	on	on	ADP
easat-6125	27	37	a	a	DET
easat-6125	27	38	worldwide	worldwide	ADJ
easat-6125	27	39	scale	scale	NOUN
easat-6125	27	40	in	in	ADP
easat-6125	27	41	recent	recent	ADJ
easat-6125	27	42	years	year	NOUN
easat-6125	27	43	.	.	PUNCT
easat-6125	28	1	their	their	PRON
easat-6125	28	2	rising	rise	VERB
easat-6125	28	3	trends	trend	NOUN
easat-6125	28	4	affect	affect	VERB
easat-6125	28	5	the	the	DET
easat-6125	28	6	insurance	insurance	NOUN
easat-6125	28	7	industry	industry	NOUN
easat-6125	28	8	through	through	ADP
easat-6125	28	9	losses	loss	NOUN
easat-6125	28	10	exhibited	exhibit	VERB
easat-6125	28	11	by	by	ADP
easat-6125	28	12	them	they	PRON
easat-6125	28	13	,	,	PUNCT
easat-6125	28	14	reflecting	reflect	VERB
easat-6125	28	15	the	the	DET
easat-6125	28	16	increasing	increase	VERB
easat-6125	28	17	impact	impact	NOUN
easat-6125	28	18	and	and	CCONJ
easat-6125	28	19	their	their	PRON
easat-6125	28	20	complexity	complexity	NOUN
easat-6125	28	21	.	.	PUNCT
easat-6125	29	1	these	these	DET
easat-6125	29	2	disasters	disaster	NOUN
easat-6125	29	3	are	be	AUX
easat-6125	29	4	divided	divide	VERB
easat-6125	29	5	into	into	ADP
easat-6125	29	6	five	five	NUM
easat-6125	29	7	categories	category	NOUN
easat-6125	29	8	,	,	PUNCT
easat-6125	29	9	namely	namely	ADV
easat-6125	29	10	:	:	PUNCT
easat-6125	29	11	geophysical	geophysical	ADJ
easat-6125	29	12	,	,	PUNCT
easat-6125	29	13	climatological	climatological	ADJ
easat-6125	29	14	,	,	PUNCT
easat-6125	29	15	meteorological	meteorological	ADJ
easat-6125	29	16	,	,	PUNCT
easat-6125	29	17	hydrological	hydrological	ADJ
easat-6125	29	18	,	,	PUNCT
easat-6125	29	19	and	and	CCONJ
easat-6125	29	20	biological	biological	ADJ
easat-6125	29	21	.	.	PUNCT
easat-6125	30	1	geophysical	geophysical	ADJ
easat-6125	30	2	events	event	NOUN
easat-6125	30	3	are	be	AUX
easat-6125	30	4	natural	natural	ADJ
easat-6125	30	5	phenomena	phenomenon	NOUN
easat-6125	30	6	that	that	PRON
easat-6125	30	7	can	can	AUX
easat-6125	30	8	have	have	VERB
easat-6125	30	9	significant	significant	ADJ
easat-6125	30	10	impacts	impact	NOUN
easat-6125	30	11	on	on	ADP
easat-6125	30	12	the	the	DET
easat-6125	30	13	environment	environment	NOUN
easat-6125	30	14	,	,	PUNCT
easat-6125	30	15	economy	economy	NOUN
easat-6125	30	16	,	,	PUNCT
easat-6125	30	17	and	and	CCONJ
easat-6125	30	18	society	society	NOUN
easat-6125	30	19	.	.	PUNCT
easat-6125	31	1	they	they	PRON
easat-6125	31	2	can	can	AUX
easat-6125	31	3	occur	occur	VERB
easat-6125	31	4	as	as	ADP
easat-6125	31	5	a	a	DET
easat-6125	31	6	result	result	NOUN
easat-6125	31	7	of	of	ADP
easat-6125	31	8	physical	physical	ADJ
easat-6125	31	9	effects	effect	NOUN
easat-6125	31	10	like	like	ADP
easat-6125	31	11	volcanic	volcanic	ADJ
easat-6125	31	12	super	super	NOUN
easat-6125	31	13	-	-	NOUN
easat-6125	31	14	eruptions	eruption	NOUN
easat-6125	31	15	or	or	CCONJ
easat-6125	31	16	large	large	ADJ
easat-6125	31	17	comet	comet	NOUN
easat-6125	31	18	impacts	impact	NOUN
easat-6125	31	19	,	,	PUNCT
easat-6125	31	20	or	or	CCONJ
easat-6125	31	21	from	from	ADP
easat-6125	31	22	regional	regional	ADJ
easat-6125	31	23	events	event	NOUN
easat-6125	31	24	like	like	ADP
easat-6125	31	25	mega	mega	NOUN
easat-6125	31	26	-	-	NOUN
easat-6125	31	27	tsunamis	tsunamis	ADJ
easat-6125	31	28	,	,	PUNCT
easat-6125	31	29	earthquakes	earthquake	NOUN
easat-6125	31	30	,	,	PUNCT
easat-6125	31	31	and	and	CCONJ
easat-6125	31	32	landslides	landslide	VERB
easat-6125	31	33	[	[	X
easat-6125	31	34	4	4	NUM
easat-6125	31	35	]	]	PUNCT
easat-6125	31	36	.	.	PUNCT
easat-6125	32	1	climatological	climatological	ADJ
easat-6125	32	2	events	event	NOUN
easat-6125	32	3	are	be	AUX
easat-6125	32	4	those	those	PRON
easat-6125	32	5	that	that	PRON
easat-6125	32	6	are	be	AUX
easat-6125	32	7	caused	cause	VERB
easat-6125	32	8	by	by	ADP
easat-6125	32	9	changes	change	NOUN
easat-6125	32	10	in	in	ADP
easat-6125	32	11	the	the	DET
easat-6125	32	12	global	global	ADJ
easat-6125	32	13	climate	climate	NOUN
easat-6125	32	14	that	that	PRON
easat-6125	32	15	exacerbate	exacerbate	VERB
easat-6125	32	16	climate	climate	NOUN
easat-6125	32	17	hazards	hazard	NOUN
easat-6125	32	18	and	and	CCONJ
easat-6125	32	19	amplify	amplify	VERB
easat-6125	32	20	the	the	DET
easat-6125	32	21	risk	risk	NOUN
easat-6125	32	22	of	of	ADP
easat-6125	32	23	extreme	extreme	ADJ
easat-6125	32	24	weather	weather	NOUN
easat-6125	32	25	disasters	disaster	NOUN
easat-6125	32	26	.	.	PUNCT
easat-6125	33	1	increases	increase	NOUN
easat-6125	33	2	in	in	ADP
easat-6125	33	3	air	air	NOUN
easat-6125	33	4	and	and	CCONJ
easat-6125	33	5	water	water	NOUN
easat-6125	33	6	temperatures	temperature	NOUN
easat-6125	33	7	lead	lead	VERB
easat-6125	33	8	to	to	ADP
easat-6125	33	9	rising	rise	VERB
easat-6125	33	10	sea	sea	NOUN
easat-6125	33	11	levels	level	NOUN
easat-6125	33	12	,	,	PUNCT
easat-6125	33	13	supercharged	supercharge	VERB
easat-6125	33	14	storms	storm	NOUN
easat-6125	33	15	,	,	PUNCT
easat-6125	33	16	higher	high	ADJ
easat-6125	33	17	wind	wind	NOUN
easat-6125	33	18	speeds	speed	NOUN
easat-6125	33	19	,	,	PUNCT
easat-6125	33	20	more	more	ADV
easat-6125	33	21	intense	intense	ADJ
easat-6125	33	22	and	and	CCONJ
easat-6125	33	23	prolonged	prolonged	ADJ
easat-6125	33	24	droughts	drought	NOUN
easat-6125	33	25	and	and	CCONJ
easat-6125	33	26	wildfire	wildfire	NOUN
easat-6125	33	27	seasons	season	NOUN
easat-6125	33	28	,	,	PUNCT
easat-6125	33	29	heavier	heavy	ADJ
easat-6125	33	30	precipitation	precipitation	NOUN
easat-6125	33	31	,	,	PUNCT
easat-6125	33	32	and	and	CCONJ
easat-6125	33	33	flooding	flood	VERB
easat-6125	33	34	[	[	X
easat-6125	33	35	5	5	NUM
easat-6125	33	36	]	]	PUNCT
easat-6125	33	37	.	.	PUNCT
easat-6125	34	1	meteorological	meteorological	ADJ
easat-6125	34	2	events	event	NOUN
easat-6125	34	3	are	be	AUX
easat-6125	34	4	classified	classify	VERB
easat-6125	34	5	as	as	ADP
easat-6125	34	6	extreme	extreme	ADJ
easat-6125	34	7	water	water	NOUN
easat-6125	34	8	-	-	PUNCT
easat-6125	34	9	related	relate	VERB
easat-6125	34	10	weather	weather	NOUN
easat-6125	34	11	events	event	NOUN
easat-6125	34	12	like	like	ADP
easat-6125	34	13	excessive	excessive	ADJ
easat-6125	34	14	precipitation	precipitation	NOUN
easat-6125	34	15	,	,	PUNCT
easat-6125	34	16	cyclones	cyclone	NOUN
easat-6125	34	17	,	,	PUNCT
easat-6125	34	18	hail	hail	NOUN
easat-6125	34	19	,	,	PUNCT
easat-6125	34	20	and	and	CCONJ
easat-6125	34	21	thunderstorms	thunderstorm	NOUN
easat-6125	34	22	[	[	X
easat-6125	34	23	6	6	NUM
easat-6125	34	24	]	]	PUNCT
easat-6125	34	25	.	.	PUNCT
easat-6125	35	1	hydrological	hydrological	ADJ
easat-6125	35	2	events	event	NOUN
easat-6125	35	3	are	be	AUX
easat-6125	35	4	extreme	extreme	ADJ
easat-6125	35	5	events	event	NOUN
easat-6125	35	6	such	such	ADJ
easat-6125	35	7	as	as	ADP
easat-6125	35	8	droughts	drought	NOUN
easat-6125	35	9	,	,	PUNCT
easat-6125	35	10	floods	flood	NOUN
easat-6125	35	11	,	,	PUNCT
easat-6125	35	12	and	and	CCONJ
easat-6125	35	13	precipitation	precipitation	NOUN
easat-6125	35	14	events	event	NOUN
easat-6125	35	15	due	due	ADJ
easat-6125	35	16	to	to	ADP
easat-6125	35	17	anthropogenic	anthropogenic	ADJ
easat-6125	35	18	impacts	impact	NOUN
easat-6125	35	19	[	[	X
easat-6125	35	20	7	7	NUM
easat-6125	35	21	]	]	PUNCT
easat-6125	35	22	.	.	PUNCT
easat-6125	36	1	biological	biological	ADJ
easat-6125	36	2	events	event	NOUN
easat-6125	36	3	are	be	AUX
easat-6125	36	4	natural	natural	ADJ
easat-6125	36	5	events	event	NOUN
easat-6125	36	6	that	that	PRON
easat-6125	36	7	cause	cause	VERB
easat-6125	36	8	widespread	widespread	ADJ
easat-6125	36	9	sickness	sickness	NOUN
easat-6125	36	10	,	,	PUNCT
easat-6125	36	11	disability	disability	NOUN
easat-6125	36	12	,	,	PUNCT
easat-6125	36	13	or	or	CCONJ
easat-6125	36	14	death	death	NOUN
easat-6125	36	15	among	among	ADP
easat-6125	36	16	humans	human	NOUN
easat-6125	36	17	,	,	PUNCT
easat-6125	36	18	animals	animal	NOUN
easat-6125	36	19	,	,	PUNCT
easat-6125	36	20	and	and	CCONJ
easat-6125	36	21	plants	plant	NOUN
easat-6125	36	22	as	as	ADP
easat-6125	36	23	a	a	DET
easat-6125	36	24	result	result	NOUN
easat-6125	36	25	of	of	ADP
easat-6125	36	26	microorganisms	microorganism	NOUN
easat-6125	36	27	such	such	ADJ
easat-6125	36	28	as	as	ADP
easat-6125	36	29	bacteria	bacteria	NOUN
easat-6125	36	30	,	,	PUNCT
easat-6125	36	31	viruses	virus	NOUN
easat-6125	36	32	,	,	PUNCT
easat-6125	36	33	or	or	CCONJ
easat-6125	36	34	toxic	toxic	ADJ
easat-6125	36	35	substances	substance	NOUN
easat-6125	36	36	[	[	X
easat-6125	36	37	8	8	NUM
easat-6125	36	38	]	]	PUNCT
easat-6125	36	39	.	.	PUNCT
easat-6125	37	1	figure	figure	NOUN
easat-6125	37	2	2	2	NUM
easat-6125	37	3	:	:	PUNCT
easat-6125	37	4	the	the	DET
easat-6125	37	5	graph	graph	NOUN
easat-6125	37	6	shows	show	VERB
easat-6125	37	7	the	the	DET
easat-6125	37	8	number	number	NOUN
easat-6125	37	9	of	of	ADP
easat-6125	37	10	natural	natural	ADJ
easat-6125	37	11	loss	loss	NOUN
easat-6125	37	12	events	event	NOUN
easat-6125	37	13	worldwide	worldwide	ADV
easat-6125	37	14	from	from	ADP
easat-6125	37	15	1980	1980	NUM
easat-6125	37	16	to	to	ADP
easat-6125	37	17	2018	2018	NUM
easat-6125	37	18	explained	explain	VERB
easat-6125	37	19	in	in	ADP
easat-6125	37	20	the	the	DET
easat-6125	37	21	five	five	NUM
easat-6125	37	22	categories	category	NOUN
easat-6125	38	1	[	[	X
easat-6125	38	2	9	9	NUM
easat-6125	38	3	]	]	PUNCT
easat-6125	38	4	.	.	PUNCT
easat-6125	39	1	figure	figure	NOUN
easat-6125	39	2	1	1	NUM
easat-6125	39	3	.	.	PUNCT
easat-6125	40	1	the	the	DET
easat-6125	40	2	graph	graph	NOUN
easat-6125	40	3	shows	show	VERB
easat-6125	40	4	the	the	DET
easat-6125	40	5	number	number	NOUN
easat-6125	40	6	of	of	ADP
easat-6125	40	7	natural	natural	ADJ
easat-6125	40	8	loss	loss	NOUN
easat-6125	40	9	events	event	NOUN
easat-6125	40	10	worldwide	worldwide	ADV
easat-6125	40	11	from	from	ADP
easat-6125	40	12	1980	1980	NUM
easat-6125	40	13	–	–	PUNCT
easat-6125	40	14	2018	2018	NUM
easat-6125	40	15	[	[	X
easat-6125	40	16	9	9	NUM
easat-6125	40	17	]	]	PUNCT
easat-6125	40	18	.	.	PUNCT
easat-6125	41	1	the	the	DET
easat-6125	41	2	insurance	insurance	NOUN
easat-6125	41	3	sector	sector	NOUN
easat-6125	41	4	is	be	AUX
easat-6125	41	5	comprised	comprise	VERB
easat-6125	41	6	of	of	ADP
easat-6125	41	7	three	three	NUM
easat-6125	41	8	subcategories	subcategorie	NOUN
easat-6125	41	9	:	:	PUNCT
easat-6125	41	10	life	life	NOUN
easat-6125	41	11	insurance	insurance	NOUN
easat-6125	41	12	,	,	PUNCT
easat-6125	41	13	non	non	ADJ
easat-6125	41	14	-	-	ADJ
easat-6125	41	15	life	life	ADJ
easat-6125	41	16	insurance	insurance	NOUN
easat-6125	41	17	,	,	PUNCT
easat-6125	41	18	and	and	CCONJ
easat-6125	41	19	reinsurance	reinsurance	NOUN
easat-6125	41	20	.	.	PUNCT
easat-6125	42	1	a	a	DET
easat-6125	42	2	life	life	NOUN
easat-6125	42	3	insurance	insurance	NOUN
easat-6125	42	4	policy	policy	NOUN
easat-6125	42	5	is	be	AUX
easat-6125	42	6	a	a	DET
easat-6125	42	7	contract	contract	NOUN
easat-6125	42	8	between	between	ADP
easat-6125	42	9	a	a	DET
easat-6125	42	10	policyholder	policyholder	NOUN
easat-6125	42	11	and	and	CCONJ
easat-6125	42	12	an	an	DET
easat-6125	42	13	insurer	insurer	NOUN
easat-6125	42	14	,	,	PUNCT
easat-6125	42	15	ensuring	ensure	VERB
easat-6125	42	16	payment	payment	NOUN
easat-6125	42	17	and	and	CCONJ
easat-6125	42	18	provision	provision	NOUN
easat-6125	42	19	of	of	ADP
easat-6125	42	20	services	service	NOUN
easat-6125	42	21	to	to	ADP
easat-6125	42	22	a	a	DET
easat-6125	42	23	beneficiary	beneficiary	NOUN
easat-6125	42	24	in	in	ADP
easat-6125	42	25	case	case	NOUN
easat-6125	42	26	of	of	ADP
easat-6125	42	27	an	an	DET
easat-6125	42	28	insured	insured	ADJ
easat-6125	42	29	person	person	NOUN
easat-6125	42	30	's	's	PART
easat-6125	42	31	death	death	NOUN
easat-6125	42	32	,	,	PUNCT
easat-6125	42	33	life	life	NOUN
easat-6125	42	34	-	-	PUNCT
easat-6125	42	35	threatening	threaten	VERB
easat-6125	42	36	illness	illness	NOUN
easat-6125	42	37	,	,	PUNCT
easat-6125	42	38	or	or	CCONJ
easat-6125	42	39	other	other	ADJ
easat-6125	42	40	losses	loss	NOUN
easat-6125	42	41	.	.	PUNCT
easat-6125	43	1	non	non	ADJ
easat-6125	43	2	-	-	ADJ
easat-6125	43	3	life	life	ADJ
easat-6125	43	4	insurance	insurance	NOUN
easat-6125	43	5	policies	policy	NOUN
easat-6125	43	6	,	,	PUNCT
easat-6125	43	7	such	such	ADJ
easat-6125	43	8	as	as	ADP
easat-6125	43	9	those	those	PRON
easat-6125	43	10	covering	cover	VERB
easat-6125	43	11	automobiles	automobile	NOUN
easat-6125	43	12	or	or	CCONJ
easat-6125	43	13	real	real	ADJ
easat-6125	43	14	estate	estate	NOUN
easat-6125	43	15	,	,	PUNCT
easat-6125	43	16	reimburse	reimburse	NOUN
easat-6125	43	17	losses	loss	NOUN
easat-6125	43	18	based	base	VERB
easat-6125	43	19	on	on	ADP
easat-6125	43	20	specific	specific	ADJ
easat-6125	43	21	investments	investment	NOUN
easat-6125	43	22	[	[	X
easat-6125	43	23	10	10	NUM
easat-6125	43	24	]	]	PUNCT
easat-6125	43	25	.	.	PUNCT
easat-6125	44	1	reinsurance	reinsurance	NOUN
easat-6125	44	2	is	be	AUX
easat-6125	44	3	insurance	insurance	NOUN
easat-6125	44	4	for	for	ADP
easat-6125	44	5	insurance	insurance	NOUN
easat-6125	44	6	providers	provider	NOUN
easat-6125	44	7	,	,	PUNCT
easat-6125	44	8	transferring	transfer	VERB
easat-6125	44	9	a	a	DET
easat-6125	44	10	portion	portion	NOUN
easat-6125	44	11	of	of	ADP
easat-6125	44	12	the	the	DET
easat-6125	44	13	financial	financial	ADJ
easat-6125	44	14	risk	risk	NOUN
easat-6125	44	15	from	from	ADP
easat-6125	44	16	insurance	insurance	NOUN
easat-6125	44	17	companies	company	NOUN
easat-6125	44	18	to	to	ADP
easat-6125	44	19	reinsurers	reinsurer	NOUN
easat-6125	44	20	.	.	PUNCT
easat-6125	45	1	these	these	DET
easat-6125	45	2	policies	policy	NOUN
easat-6125	45	3	aim	aim	VERB
easat-6125	45	4	to	to	PART
easat-6125	45	5	provide	provide	VERB
easat-6125	45	6	relief	relief	NOUN
easat-6125	45	7	during	during	ADP
easat-6125	45	8	catastrophic	catastrophic	ADJ
easat-6125	45	9	events	event	NOUN
easat-6125	45	10	,	,	PUNCT
easat-6125	45	11	such	such	ADJ
easat-6125	45	12	as	as	ADP
easat-6125	45	13	fires	fire	NOUN
easat-6125	45	14	,	,	PUNCT
easat-6125	45	15	floods	flood	NOUN
easat-6125	45	16	,	,	PUNCT
easat-6125	45	17	or	or	CCONJ
easat-6125	45	18	other	other	ADJ
easat-6125	45	19	natural	natural	ADJ
easat-6125	45	20	[	[	X
easat-6125	45	21	11	11	NUM
easat-6125	45	22	]	]	PUNCT
easat-6125	45	23	.	.	PUNCT
easat-6125	46	1	five	five	NUM
easat-6125	46	2	countries	country	NOUN
easat-6125	46	3	in	in	ADP
easat-6125	46	4	africa	africa	PROPN
easat-6125	46	5	have	have	AUX
easat-6125	46	6	tapped	tap	VERB
easat-6125	46	7	into	into	ADP
easat-6125	46	8	each	each	PRON
easat-6125	46	9	of	of	ADP
easat-6125	46	10	these	these	DET
easat-6125	46	11	market	market	NOUN
easat-6125	46	12	segments	segment	NOUN
easat-6125	46	13	with	with	ADP
easat-6125	46	14	84	84	NUM
easat-6125	46	15	%	%	NOUN
easat-6125	46	16	of	of	ADP
easat-6125	46	17	an	an	DET
easat-6125	46	18	estimated	estimate	VERB
easat-6125	46	19	value	value	NOUN
easat-6125	46	20	of	of	ADP
easat-6125	46	21	$	$	SYM
easat-6125	46	22	68.15	68.15	NUM
easat-6125	46	23	billion	billion	NUM
easat-6125	46	24	of	of	ADP
easat-6125	46	25	the	the	DET
easat-6125	46	26	continent	continent	NOUN
easat-6125	46	27	’s	’s	PART
easat-6125	46	28	total	total	ADJ
easat-6125	46	29	insurance	insurance	NOUN
easat-6125	46	30	market	market	NOUN
easat-6125	46	31	.	.	PUNCT
easat-6125	47	1	south	south	PROPN
easat-6125	47	2	africa	africa	PROPN
easat-6125	47	3	has	have	VERB
easat-6125	47	4	about	about	ADV
easat-6125	47	5	70	70	NUM
easat-6125	47	6	%	%	NOUN
easat-6125	47	7	of	of	ADP
easat-6125	47	8	the	the	DET
easat-6125	47	9	market	market	NOUN
easat-6125	47	10	share	share	NOUN
easat-6125	47	11	,	,	PUNCT
easat-6125	47	12	followed	follow	VERB
easat-6125	47	13	by	by	ADP
easat-6125	47	14	morocco	morocco	PROPN
easat-6125	47	15	,	,	PUNCT
easat-6125	47	16	kenya	kenya	PROPN
easat-6125	47	17	,	,	PUNCT
easat-6125	47	18	egypt	egypt	PROPN
easat-6125	47	19	,	,	PUNCT
easat-6125	47	20	and	and	CCONJ
easat-6125	47	21	nigeria	nigeria	PROPN
easat-6125	47	22	,	,	PUNCT
easat-6125	47	23	while	while	SCONJ
easat-6125	47	24	other	other	ADJ
easat-6125	47	25	african	african	ADJ
easat-6125	47	26	countries	country	NOUN
easat-6125	47	27	contribute	contribute	VERB
easat-6125	47	28	just	just	ADV
easat-6125	47	29	under	under	ADP
easat-6125	47	30	2	2	NUM
easat-6125	47	31	%	%	NOUN
easat-6125	47	32	[	[	X
easat-6125	47	33	12	12	NUM
easat-6125	47	34	]	]	PUNCT
easat-6125	47	35	.	.	PUNCT
easat-6125	48	1	insurance	insurance	NOUN
easat-6125	48	2	has	have	VERB
easat-6125	48	3	a	a	DET
easat-6125	48	4	responsibility	responsibility	NOUN
easat-6125	48	5	to	to	PART
easat-6125	48	6	reduce	reduce	VERB
easat-6125	48	7	or	or	CCONJ
easat-6125	48	8	eliminate	eliminate	VERB
easat-6125	48	9	lost	lose	VERB
easat-6125	48	10	costs	cost	NOUN
easat-6125	48	11	due	due	ADJ
easat-6125	48	12	to	to	ADP
easat-6125	48	13	large	large	ADJ
easat-6125	48	14	economic	economic	ADJ
easat-6125	48	15	risks	risk	NOUN
easat-6125	48	16	,	,	PUNCT
easat-6125	48	17	maintaining	maintain	VERB
easat-6125	48	18	smooth	smooth	ADJ
easat-6125	48	19	operations	operation	NOUN
easat-6125	48	20	for	for	ADP
easat-6125	48	21	businesses	business	NOUN
easat-6125	48	22	following	follow	VERB
easat-6125	48	23	catastrophic	catastrophic	ADJ
easat-6125	48	24	catastrophes	catastrophe	NOUN
easat-6125	48	25	,	,	PUNCT
easat-6125	48	26	and	and	CCONJ
easat-6125	48	27	contributing	contribute	VERB
easat-6125	48	28	to	to	ADP
easat-6125	48	29	the	the	DET
easat-6125	48	30	nation	nation	NOUN
easat-6125	48	31	's	's	PART
easat-6125	48	32	economic	economic	ADJ
easat-6125	48	33	progress	progress	NOUN
easat-6125	48	34	[	[	X
easat-6125	48	35	13	13	NUM
easat-6125	48	36	]	]	PUNCT
easat-6125	48	37	.	.	PUNCT
easat-6125	49	1	858	858	NUM
easat-6125	49	2	edelweiss	edelweiss	PROPN
easat-6125	49	3	applied	apply	VERB
easat-6125	49	4	science	science	NOUN
easat-6125	49	5	and	and	CCONJ
easat-6125	49	6	technology	technology	NOUN
easat-6125	49	7	issn	issn	PROPN
easat-6125	49	8	:	:	PUNCT
easat-6125	49	9	2576	2576	NUM
easat-6125	49	10	-	-	SYM
easat-6125	49	11	8484	8484	NUM
easat-6125	49	12	vol	vol	NOUN
easat-6125	49	13	.	.	PROPN
easat-6125	50	1	9	9	NUM
easat-6125	50	2	,	,	PUNCT
easat-6125	50	3	no	no	INTJ
easat-6125	50	4	.	.	NOUN
easat-6125	50	5	4	4	NUM
easat-6125	50	6	:	:	PUNCT
easat-6125	50	7	856	856	NUM
easat-6125	50	8	-	-	SYM
easat-6125	50	9	868	868	NUM
easat-6125	50	10	,	,	PUNCT
easat-6125	50	11	2025	2025	NUM
easat-6125	50	12	doi	doi	NOUN
easat-6125	50	13	:	:	PUNCT
easat-6125	50	14	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	50	15	©	©	PROPN
easat-6125	50	16	2025	2025	NUM
easat-6125	50	17	by	by	ADP
easat-6125	50	18	the	the	DET
easat-6125	50	19	authors	author	NOUN
easat-6125	50	20	;	;	PUNCT
easat-6125	50	21	licensee	licensee	PROPN
easat-6125	50	22	learning	learning	NOUN
easat-6125	50	23	gate	gate	NOUN
easat-6125	50	24	one	one	NUM
easat-6125	50	25	sectoraffected	sectoraffecte	VERB
easat-6125	50	26	by	by	ADP
easat-6125	50	27	these	these	DET
easat-6125	50	28	changes	change	NOUN
easat-6125	50	29	is	be	AUX
easat-6125	50	30	the	the	DET
easat-6125	50	31	non	non	ADJ
easat-6125	50	32	-	-	ADJ
easat-6125	50	33	life	life	ADJ
easat-6125	50	34	insurance	insurance	NOUN
easat-6125	50	35	industry	industry	NOUN
easat-6125	50	36	which	which	PRON
easat-6125	50	37	plays	play	VERB
easat-6125	50	38	a	a	DET
easat-6125	50	39	pivotal	pivotal	ADJ
easat-6125	50	40	role	role	NOUN
easat-6125	50	41	in	in	ADP
easat-6125	50	42	managing	manage	VERB
easat-6125	50	43	and	and	CCONJ
easat-6125	50	44	mitigating	mitigate	VERB
easat-6125	50	45	risks	risk	NOUN
easat-6125	50	46	associated	associate	VERB
easat-6125	50	47	with	with	ADP
easat-6125	50	48	property	property	NOUN
easat-6125	50	49	,	,	PUNCT
easat-6125	50	50	businesses	business	NOUN
easat-6125	50	51	,	,	PUNCT
easat-6125	50	52	and	and	CCONJ
easat-6125	50	53	agriculture	agriculture	NOUN
easat-6125	50	54	.	.	PUNCT
easat-6125	51	1	the	the	DET
easat-6125	51	2	non	non	ADJ
easat-6125	51	3	-	-	ADJ
easat-6125	51	4	life	life	ADJ
easat-6125	51	5	insurance	insurance	NOUN
easat-6125	51	6	landscape	landscape	NOUN
easat-6125	51	7	is	be	AUX
easat-6125	51	8	inextricably	inextricably	ADV
easat-6125	51	9	linked	link	VERB
easat-6125	51	10	to	to	ADP
easat-6125	51	11	the	the	DET
easat-6125	51	12	broader	broad	ADJ
easat-6125	51	13	climate	climate	NOUN
easat-6125	51	14	context	context	NOUN
easat-6125	51	15	,	,	PUNCT
easat-6125	51	16	as	as	SCONJ
easat-6125	51	17	insurers	insurer	NOUN
easat-6125	51	18	grapple	grapple	VERB
easat-6125	51	19	with	with	ADP
easat-6125	51	20	the	the	DET
easat-6125	51	21	complexities	complexity	NOUN
easat-6125	51	22	of	of	ADP
easat-6125	51	23	predicting	predict	VERB
easat-6125	51	24	,	,	PUNCT
easat-6125	51	25	assessing	assess	VERB
easat-6125	51	26	,	,	PUNCT
easat-6125	51	27	and	and	CCONJ
easat-6125	51	28	adapting	adapt	VERB
easat-6125	51	29	to	to	ADP
easat-6125	51	30	climate	climate	NOUN
easat-6125	51	31	-	-	PUNCT
easat-6125	51	32	related	relate	VERB
easat-6125	51	33	risks	risk	NOUN
easat-6125	51	34	.	.	PUNCT
easat-6125	52	1	as	as	SCONJ
easat-6125	52	2	extreme	extreme	ADJ
easat-6125	52	3	weather	weather	NOUN
easat-6125	52	4	events	event	NOUN
easat-6125	52	5	become	become	VERB
easat-6125	52	6	more	more	ADV
easat-6125	52	7	unpredictable	unpredictable	ADJ
easat-6125	52	8	,	,	PUNCT
easat-6125	52	9	the	the	DET
easat-6125	52	10	industry	industry	NOUN
easat-6125	52	11	faces	face	VERB
easat-6125	52	12	a	a	DET
easat-6125	52	13	critical	critical	ADJ
easat-6125	52	14	juncture	juncture	NOUN
easat-6125	52	15	in	in	ADP
easat-6125	52	16	understanding	understand	VERB
easat-6125	52	17	the	the	DET
easat-6125	52	18	evolving	evolve	VERB
easat-6125	52	19	risk	risk	NOUN
easat-6125	52	20	profiles	profile	NOUN
easat-6125	52	21	and	and	CCONJ
easat-6125	52	22	enhancing	enhance	VERB
easat-6125	52	23	resilience	resilience	NOUN
easat-6125	52	24	strategies	strategy	NOUN
easat-6125	52	25	to	to	PART
easat-6125	52	26	safeguard	safeguard	VERB
easat-6125	52	27	against	against	ADP
easat-6125	52	28	escalating	escalate	VERB
easat-6125	52	29	economic	economic	ADJ
easat-6125	52	30	losses	loss	NOUN
easat-6125	52	31	and	and	CCONJ
easat-6125	52	32	disruptions	disruption	NOUN
easat-6125	52	33	[	[	X
easat-6125	52	34	14	14	NUM
easat-6125	52	35	]	]	PUNCT
easat-6125	52	36	.	.	PUNCT
easat-6125	53	1	in	in	ADP
easat-6125	53	2	the	the	DET
easat-6125	53	3	south	south	ADJ
easat-6125	53	4	african	african	ADJ
easat-6125	53	5	context	context	NOUN
easat-6125	53	6	,	,	PUNCT
easat-6125	53	7	droughts	drought	NOUN
easat-6125	53	8	,	,	PUNCT
easat-6125	53	9	floods	flood	NOUN
easat-6125	53	10	,	,	PUNCT
easat-6125	53	11	pandemics	pandemic	NOUN
easat-6125	53	12	,	,	PUNCT
easat-6125	53	13	and	and	CCONJ
easat-6125	53	14	storms	storm	NOUN
easat-6125	53	15	,	,	PUNCT
easat-6125	53	16	among	among	ADP
easat-6125	53	17	others	other	NOUN
easat-6125	53	18	,	,	PUNCT
easat-6125	53	19	have	have	AUX
easat-6125	53	20	caused	cause	VERB
easat-6125	53	21	enormous	enormous	ADJ
easat-6125	53	22	social	social	ADJ
easat-6125	53	23	and	and	CCONJ
easat-6125	53	24	economic	economic	ADJ
easat-6125	53	25	losses	loss	NOUN
easat-6125	53	26	.	.	PUNCT
easat-6125	54	1	with	with	ADP
easat-6125	54	2	climate	climate	NOUN
easat-6125	54	3	change	change	NOUN
easat-6125	54	4	,	,	PUNCT
easat-6125	54	5	these	these	DET
easat-6125	54	6	risks	risk	NOUN
easat-6125	54	7	are	be	AUX
easat-6125	54	8	expected	expect	VERB
easat-6125	54	9	to	to	PART
easat-6125	54	10	increase	increase	VERB
easat-6125	54	11	[	[	X
easat-6125	54	12	15	15	NUM
easat-6125	54	13	]	]	PUNCT
easat-6125	54	14	.	.	PUNCT
easat-6125	55	1	furthermore	furthermore	ADV
easat-6125	55	2	,	,	PUNCT
easat-6125	55	3	writer	writer	NOUN
easat-6125	55	4	[	[	X
easat-6125	55	5	16	16	NUM
easat-6125	55	6	]	]	PUNCT
easat-6125	55	7	also	also	ADV
easat-6125	55	8	highlighted	highlight	VERB
easat-6125	55	9	that	that	SCONJ
easat-6125	55	10	south	south	PROPN
easat-6125	55	11	africa	africa	PROPN
easat-6125	55	12	is	be	AUX
easat-6125	55	13	long	long	ADV
easat-6125	55	14	considered	consider	VERB
easat-6125	55	15	a	a	DET
easat-6125	55	16	region	region	NOUN
easat-6125	55	17	with	with	ADP
easat-6125	55	18	low	low	ADJ
easat-6125	55	19	catastrophe	catastrophe	NOUN
easat-6125	55	20	risk	risk	NOUN
easat-6125	55	21	given	give	VERB
easat-6125	55	22	the	the	DET
easat-6125	55	23	increase	increase	NOUN
easat-6125	55	24	in	in	ADP
easat-6125	55	25	the	the	DET
easat-6125	55	26	frequency	frequency	NOUN
easat-6125	55	27	of	of	ADP
easat-6125	55	28	these	these	DET
easat-6125	55	29	events	event	NOUN
easat-6125	55	30	.	.	PUNCT
easat-6125	56	1	based	base	VERB
easat-6125	56	2	on	on	ADP
easat-6125	56	3	the	the	DET
easat-6125	56	4	advice	advice	NOUN
easat-6125	56	5	of	of	ADP
easat-6125	56	6	risk	risk	NOUN
easat-6125	56	7	experts	expert	NOUN
easat-6125	56	8	from	from	ADP
easat-6125	56	9	around	around	ADP
easat-6125	56	10	the	the	DET
easat-6125	56	11	world	world	NOUN
easat-6125	56	12	,	,	PUNCT
easat-6125	56	13	such	such	ADJ
easat-6125	56	14	as	as	ADP
easat-6125	56	15	the	the	DET
easat-6125	56	16	world	world	NOUN
easat-6125	56	17	economic	economic	ADJ
easat-6125	56	18	forum	forum	NOUN
easat-6125	56	19	which	which	PRON
easat-6125	56	20	have	have	AUX
easat-6125	56	21	evaluated	evaluate	VERB
easat-6125	56	22	the	the	DET
easat-6125	56	23	impact	impact	NOUN
easat-6125	56	24	and	and	CCONJ
easat-6125	56	25	possibility	possibility	NOUN
easat-6125	56	26	of	of	ADP
easat-6125	56	27	these	these	DET
easat-6125	56	28	types	type	NOUN
easat-6125	56	29	of	of	ADP
easat-6125	56	30	hazards	hazard	NOUN
easat-6125	56	31	occurring	occur	VERB
easat-6125	56	32	and	and	CCONJ
easat-6125	56	33	the	the	DET
easat-6125	56	34	findings	finding	NOUN
easat-6125	56	35	revealing	reveal	VERB
easat-6125	56	36	that	that	SCONJ
easat-6125	56	37	all	all	DET
easat-6125	56	38	these	these	DET
easat-6125	56	39	perils	peril	NOUN
easat-6125	56	40	have	have	VERB
easat-6125	56	41	a	a	DET
easat-6125	56	42	higher	high	ADJ
easat-6125	56	43	likelihood	likelihood	NOUN
easat-6125	56	44	of	of	ADP
easat-6125	56	45	occurring	occur	VERB
easat-6125	56	46	[	[	X
easat-6125	56	47	17	17	NUM
easat-6125	56	48	]	]	PUNCT
easat-6125	56	49	.	.	PUNCT
easat-6125	57	1	these	these	DET
easat-6125	57	2	findings	finding	NOUN
easat-6125	57	3	are	be	AUX
easat-6125	57	4	further	far	ADV
easat-6125	57	5	justified	justify	VERB
easat-6125	57	6	by	by	ADP
easat-6125	57	7	figure	figure	NOUN
easat-6125	57	8	2	2	NUM
easat-6125	57	9	where	where	SCONJ
easat-6125	57	10	we	we	PRON
easat-6125	57	11	see	see	VERB
easat-6125	57	12	a	a	DET
easat-6125	57	13	constant	constant	ADJ
easat-6125	57	14	rise	rise	NOUN
easat-6125	57	15	of	of	ADP
easat-6125	57	16	these	these	DET
easat-6125	57	17	events	event	NOUN
easat-6125	57	18	over	over	ADP
easat-6125	57	19	time	time	NOUN
easat-6125	57	20	,	,	PUNCT
easat-6125	57	21	especially	especially	ADV
easat-6125	57	22	natural	natural	ADJ
easat-6125	57	23	catastrophes	catastrophe	NOUN
easat-6125	57	24	.	.	PUNCT
easat-6125	58	1	figure	figure	NOUN
easat-6125	58	2	2	2	NUM
easat-6125	58	3	.	.	PUNCT
easat-6125	59	1	the	the	DET
easat-6125	59	2	graph	graph	NOUN
easat-6125	59	3	shows	show	VERB
easat-6125	59	4	the	the	DET
easat-6125	59	5	number	number	NOUN
easat-6125	59	6	of	of	ADP
easat-6125	59	7	catastrophic	catastrophic	ADJ
easat-6125	59	8	events	event	NOUN
easat-6125	59	9	worldwide	worldwide	ADV
easat-6125	59	10	from	from	ADP
easat-6125	59	11	the	the	DET
easat-6125	59	12	period	period	NOUN
easat-6125	59	13	of	of	ADP
easat-6125	59	14	1970	1970	NUM
easat-6125	59	15	–	–	SYM
easat-6125	59	16	2020	2020	NUM
easat-6125	60	1	[	[	X
easat-6125	60	2	18	18	NUM
easat-6125	60	3	]	]	PUNCT
easat-6125	60	4	.	.	PUNCT
easat-6125	61	1	in	in	ADP
easat-6125	61	2	response	response	NOUN
easat-6125	61	3	to	to	ADP
easat-6125	61	4	these	these	DET
easat-6125	61	5	challenges	challenge	NOUN
easat-6125	61	6	,	,	PUNCT
easat-6125	61	7	this	this	DET
easat-6125	61	8	study	study	NOUN
easat-6125	61	9	aims	aim	VERB
easat-6125	61	10	to	to	PART
easat-6125	61	11	provide	provide	VERB
easat-6125	61	12	a	a	DET
easat-6125	61	13	comprehensive	comprehensive	ADJ
easat-6125	61	14	examination	examination	NOUN
easat-6125	61	15	of	of	ADP
easat-6125	61	16	the	the	DET
easat-6125	61	17	intricate	intricate	ADJ
easat-6125	61	18	relationship	relationship	NOUN
easat-6125	61	19	between	between	ADP
easat-6125	61	20	climate	climate	NOUN
easat-6125	61	21	change	change	NOUN
easat-6125	61	22	and	and	CCONJ
easat-6125	61	23	the	the	DET
easat-6125	61	24	south	south	ADJ
easat-6125	61	25	african	african	ADJ
easat-6125	61	26	insurance	insurance	NOUN
easat-6125	61	27	industry	industry	NOUN
easat-6125	61	28	,	,	PUNCT
easat-6125	61	29	with	with	ADP
easat-6125	61	30	a	a	DET
easat-6125	61	31	particular	particular	ADJ
easat-6125	61	32	focus	focus	NOUN
easat-6125	61	33	on	on	ADP
easat-6125	61	34	the	the	DET
easat-6125	61	35	escalating	escalate	VERB
easat-6125	61	36	risks	risk	NOUN
easat-6125	61	37	posed	pose	VERB
easat-6125	61	38	by	by	ADP
easat-6125	61	39	natural	natural	ADJ
easat-6125	61	40	disasters	disaster	NOUN
easat-6125	61	41	.	.	PUNCT
easat-6125	62	1	the	the	DET
easat-6125	62	2	frequency	frequency	NOUN
easat-6125	62	3	and	and	CCONJ
easat-6125	62	4	severity	severity	NOUN
easat-6125	62	5	of	of	ADP
easat-6125	62	6	weather	weather	NOUN
easat-6125	62	7	-	-	PUNCT
easat-6125	62	8	related	relate	VERB
easat-6125	62	9	events	event	NOUN
easat-6125	62	10	,	,	PUNCT
easat-6125	62	11	such	such	ADJ
easat-6125	62	12	as	as	ADP
easat-6125	62	13	floods	flood	NOUN
easat-6125	62	14	,	,	PUNCT
easat-6125	62	15	droughts	drought	NOUN
easat-6125	62	16	,	,	PUNCT
easat-6125	62	17	storms	storm	NOUN
easat-6125	62	18	,	,	PUNCT
easat-6125	62	19	and	and	CCONJ
easat-6125	62	20	wildfires	wildfire	VERB
easat-6125	62	21	have	have	AUX
easat-6125	62	22	exposed	expose	VERB
easat-6125	62	23	and	and	CCONJ
easat-6125	62	24	challenged	challenge	VERB
easat-6125	62	25	traditional	traditional	ADJ
easat-6125	62	26	risk	risk	NOUN
easat-6125	62	27	assessment	assessment	NOUN
easat-6125	62	28	models	model	NOUN
easat-6125	62	29	necessitating	necessitate	VERB
easat-6125	62	30	a	a	DET
easat-6125	62	31	re	re	NOUN
easat-6125	62	32	-	-	NOUN
easat-6125	62	33	evaluation	evaluation	NOUN
easat-6125	62	34	of	of	ADP
easat-6125	62	35	existing	exist	VERB
easat-6125	62	36	insurance	insurance	NOUN
easat-6125	62	37	practices	practice	NOUN
easat-6125	62	38	.	.	PUNCT
easat-6125	63	1	2	2	X
easat-6125	63	2	.	.	X
easat-6125	63	3	background	background	NOUN
easat-6125	63	4	natural	natural	ADJ
easat-6125	63	5	disasters	disaster	NOUN
easat-6125	63	6	have	have	AUX
easat-6125	63	7	become	become	VERB
easat-6125	63	8	more	more	ADV
easat-6125	63	9	frequent	frequent	ADJ
easat-6125	63	10	and	and	CCONJ
easat-6125	63	11	intense	intense	ADJ
easat-6125	63	12	because	because	SCONJ
easat-6125	63	13	of	of	ADP
easat-6125	63	14	climate	climate	NOUN
easat-6125	63	15	change	change	NOUN
easat-6125	63	16	coronese	coronese	NOUN
easat-6125	63	17	,	,	PUNCT
easat-6125	63	18	et	et	PROPN
easat-6125	63	19	al	al	PROPN
easat-6125	63	20	.	.	PUNCT
easat-6125	64	1	[	[	X
easat-6125	64	2	19	19	NUM
easat-6125	64	3	]	]	PUNCT
easat-6125	64	4	.	.	PUNCT
easat-6125	65	1	davis	davis	PROPN
easat-6125	65	2	-	-	PUNCT
easat-6125	65	3	reddy	reddy	PROPN
easat-6125	65	4	and	and	CCONJ
easat-6125	65	5	amelia	amelia	PROPN
easat-6125	66	1	[	[	X
easat-6125	66	2	9	9	NUM
easat-6125	66	3	]	]	PUNCT
easat-6125	66	4	also	also	ADV
easat-6125	66	5	highlighted	highlight	VERB
easat-6125	66	6	that	that	SCONJ
easat-6125	66	7	between	between	ADP
easat-6125	66	8	1998	1998	NUM
easat-6125	66	9	and	and	CCONJ
easat-6125	66	10	2017	2017	NUM
easat-6125	66	11	,	,	PUNCT
easat-6125	66	12	climate	climate	NOUN
easat-6125	66	13	-	-	PUNCT
easat-6125	66	14	related	relate	VERB
easat-6125	66	15	disasters	disaster	NOUN
easat-6125	66	16	dominated	dominate	VERB
easat-6125	66	17	the	the	DET
easat-6125	66	18	disaster	disaster	NOUN
easat-6125	66	19	risk	risk	NOUN
easat-6125	66	20	landscape	landscape	NOUN
easat-6125	66	21	,	,	PUNCT
easat-6125	66	22	accounting	account	VERB
easat-6125	66	23	for	for	ADP
easat-6125	66	24	up	up	ADP
easat-6125	66	25	to	to	PART
easat-6125	66	26	91	91	NUM
easat-6125	66	27	%	%	NOUN
easat-6125	66	28	of	of	ADP
easat-6125	66	29	all	all	DET
easat-6125	66	30	7,255	7,255	NUM
easat-6125	66	31	large	large	ADJ
easat-6125	66	32	,	,	PUNCT
easat-6125	66	33	recorded	record	VERB
easat-6125	66	34	incidents	incident	NOUN
easat-6125	66	35	globally	globally	ADV
easat-6125	66	36	.	.	PUNCT
easat-6125	67	1	furthermore	furthermore	ADV
easat-6125	67	2	,	,	PUNCT
easat-6125	67	3	climate	climate	NOUN
easat-6125	67	4	-	-	PUNCT
easat-6125	67	5	related	relate	VERB
easat-6125	67	6	calamities	calamity	NOUN
easat-6125	67	7	account	account	VERB
easat-6125	67	8	for	for	ADP
easat-6125	67	9	76	76	NUM
easat-6125	67	10	%	%	NOUN
easat-6125	67	11	of	of	ADP
easat-6125	67	12	total	total	ADJ
easat-6125	67	13	economic	economic	ADJ
easat-6125	67	14	losses	loss	NOUN
easat-6125	67	15	recorded	record	VERB
easat-6125	67	16	in	in	ADP
easat-6125	67	17	the	the	DET
easat-6125	67	18	same	same	ADJ
easat-6125	67	19	period	period	NOUN
easat-6125	67	20	.	.	PUNCT
easat-6125	68	1	while	while	SCONJ
easat-6125	68	2	these	these	DET
easat-6125	68	3	events	event	NOUN
easat-6125	68	4	account	account	VERB
easat-6125	68	5	for	for	ADP
easat-6125	68	6	the	the	DET
easat-6125	68	7	majority	majority	NOUN
easat-6125	68	8	(	(	PUNCT
easat-6125	68	9	87	87	NUM
easat-6125	68	10	%	%	NOUN
easat-6125	68	11	)	)	PUNCT
easat-6125	68	12	of	of	ADP
easat-6125	68	13	natural	natural	ADJ
easat-6125	68	14	catastrophe	catastrophe	NOUN
easat-6125	68	15	events	event	NOUN
easat-6125	68	16	in	in	ADP
easat-6125	68	17	south	south	PROPN
easat-6125	68	18	africa	africa	PROPN
easat-6125	68	19	.	.	PUNCT
easat-6125	69	1	flooding	flooding	NOUN
easat-6125	69	2	has	have	AUX
easat-6125	69	3	been	be	AUX
easat-6125	69	4	the	the	DET
easat-6125	69	5	most	most	ADV
easat-6125	69	6	common	common	ADJ
easat-6125	69	7	type	type	NOUN
easat-6125	69	8	of	of	ADP
easat-6125	69	9	natural	natural	ADJ
easat-6125	69	10	catastrophe	catastrophe	NOUN
easat-6125	69	11	.	.	PUNCT
easat-6125	70	1	however	however	ADV
easat-6125	70	2	,	,	PUNCT
easat-6125	70	3	droughts	drought	NOUN
easat-6125	70	4	have	have	AUX
easat-6125	70	5	also	also	ADV
easat-6125	70	6	resulted	result	VERB
easat-6125	70	7	in	in	ADP
easat-6125	70	8	the	the	DET
easat-6125	70	9	biggest	big	ADJ
easat-6125	70	10	economic	economic	ADJ
easat-6125	70	11	cost	cost	NOUN
easat-6125	70	12	of	of	ADP
easat-6125	70	13	damages	damage	NOUN
easat-6125	70	14	and	and	CCONJ
easat-6125	70	15	affecting	affect	VERB
easat-6125	70	16	a	a	DET
easat-6125	70	17	greater	great	ADJ
easat-6125	70	18	proportion	proportion	NOUN
easat-6125	70	19	of	of	ADP
easat-6125	70	20	the	the	DET
easat-6125	70	21	region	region	NOUN
easat-6125	70	22	's	's	PART
easat-6125	70	23	population	population	NOUN
easat-6125	70	24	.	.	PUNCT
easat-6125	71	1	this	this	PRON
easat-6125	71	2	is	be	AUX
easat-6125	71	3	also	also	ADV
easat-6125	71	4	evidenced	evidence	VERB
easat-6125	71	5	in	in	ADP
easat-6125	71	6	figure	figure	NOUN
easat-6125	71	7	1	1	NUM
easat-6125	71	8	above	above	ADV
easat-6125	71	9	as	as	SCONJ
easat-6125	71	10	we	we	PRON
easat-6125	71	11	see	see	VERB
easat-6125	71	12	that	that	SCONJ
easat-6125	71	13	most	most	ADJ
easat-6125	71	14	of	of	ADP
easat-6125	71	15	the	the	DET
easat-6125	71	16	fatal	fatal	ADJ
easat-6125	71	17	events	event	NOUN
easat-6125	71	18	are	be	AUX
easat-6125	71	19	due	due	ADJ
easat-6125	71	20	to	to	ADP
easat-6125	71	21	meteorological	meteorological	ADJ
easat-6125	71	22	and	and	CCONJ
easat-6125	71	23	hydrological	hydrological	ADJ
easat-6125	71	24	events	event	NOUN
easat-6125	71	25	.	.	PUNCT
easat-6125	72	1	rising	rise	VERB
easat-6125	72	2	insurance	insurance	NOUN
easat-6125	72	3	claim	claim	VERB
easat-6125	72	4	payouts	payout	NOUN
easat-6125	72	5	due	due	ADP
easat-6125	72	6	to	to	ADP
easat-6125	72	7	natural	natural	ADJ
easat-6125	72	8	disasters	disaster	NOUN
easat-6125	72	9	are	be	AUX
easat-6125	72	10	explored	explore	VERB
easat-6125	72	11	as	as	ADP
easat-6125	72	12	a	a	DET
easat-6125	72	13	driving	drive	VERB
easat-6125	72	14	force	force	NOUN
easat-6125	72	15	behind	behind	ADP
easat-6125	72	16	the	the	DET
easat-6125	72	17	upward	upward	ADJ
easat-6125	72	18	trajectory	trajectory	NOUN
easat-6125	72	19	of	of	ADP
easat-6125	72	20	insurance	insurance	NOUN
easat-6125	72	21	premiums	premium	NOUN
easat-6125	72	22	,	,	PUNCT
easat-6125	72	23	demanding	demand	VERB
easat-6125	72	24	a	a	DET
easat-6125	72	25	reassessment	reassessment	NOUN
easat-6125	72	26	of	of	ADP
easat-6125	72	27	industry	industry	NOUN
easat-6125	72	28	norms	norm	VERB
easat-6125	72	29	[	[	X
easat-6125	72	30	20	20	NUM
easat-6125	72	31	]	]	PUNCT
easat-6125	72	32	.	.	PUNCT
easat-6125	73	1	in	in	ADP
easat-6125	73	2	the	the	DET
easat-6125	73	3	859	859	NUM
easat-6125	73	4	edelweiss	edelweiss	PROPN
easat-6125	73	5	applied	apply	VERB
easat-6125	73	6	science	science	NOUN
easat-6125	73	7	and	and	CCONJ
easat-6125	73	8	technology	technology	NOUN
easat-6125	73	9	issn	issn	PROPN
easat-6125	73	10	:	:	PUNCT
easat-6125	73	11	2576	2576	NUM
easat-6125	73	12	-	-	SYM
easat-6125	73	13	8484	8484	NUM
easat-6125	73	14	vol	vol	NOUN
easat-6125	73	15	.	.	PROPN
easat-6125	73	16	9	9	NUM
easat-6125	73	17	,	,	PUNCT
easat-6125	73	18	no	no	INTJ
easat-6125	73	19	.	.	NOUN
easat-6125	73	20	4	4	NUM
easat-6125	73	21	:	:	PUNCT
easat-6125	73	22	856	856	NUM
easat-6125	73	23	-	-	SYM
easat-6125	73	24	868	868	NUM
easat-6125	73	25	,	,	PUNCT
easat-6125	73	26	2025	2025	NUM
easat-6125	73	27	doi	doi	NOUN
easat-6125	73	28	:	:	PUNCT
easat-6125	73	29	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	73	30	©	©	PROPN
easat-6125	73	31	2025	2025	NUM
easat-6125	73	32	by	by	ADP
easat-6125	73	33	the	the	DET
easat-6125	73	34	authors	author	NOUN
easat-6125	73	35	;	;	PUNCT
easat-6125	73	36	licensee	licensee	PROPN
easat-6125	73	37	learning	learning	PROPN
easat-6125	73	38	gate	gate	PROPN
easat-6125	73	39	report	report	NOUN
easat-6125	73	40	written	write	VERB
easat-6125	73	41	by	by	ADP
easat-6125	73	42	munzhedzi	munzhedzi	NOUN
easat-6125	73	43	[	[	X
easat-6125	73	44	21	21	NUM
easat-6125	73	45	]	]	X
easat-6125	73	46	it	it	PRON
easat-6125	73	47	is	be	AUX
easat-6125	73	48	highligted	highligte	VERB
easat-6125	73	49	that	that	SCONJ
easat-6125	73	50	the	the	DET
easat-6125	73	51	drought	drought	NOUN
easat-6125	73	52	of	of	ADP
easat-6125	73	53	1991–1992	1991–1992	NUM
easat-6125	73	54	is	be	AUX
easat-6125	73	55	considered	consider	VERB
easat-6125	73	56	the	the	DET
easat-6125	73	57	worst	bad	ADJ
easat-6125	73	58	.	.	PUNCT
easat-6125	74	1	the	the	DET
easat-6125	74	2	government	government	NOUN
easat-6125	74	3	had	have	VERB
easat-6125	74	4	to	to	PART
easat-6125	74	5	import	import	VERB
easat-6125	74	6	corn	corn	NOUN
easat-6125	74	7	as	as	ADP
easat-6125	74	8	a	a	DET
easat-6125	74	9	result	result	NOUN
easat-6125	74	10	of	of	ADP
easat-6125	74	11	almost	almost	ADV
easat-6125	74	12	70	70	NUM
easat-6125	74	13	%	%	NOUN
easat-6125	74	14	of	of	ADP
easat-6125	74	15	the	the	DET
easat-6125	74	16	harvests	harvest	NOUN
easat-6125	74	17	failing	fail	VERB
easat-6125	74	18	.	.	PUNCT
easat-6125	75	1	a	a	DET
easat-6125	75	2	total	total	NOUN
easat-6125	75	3	of	of	ADP
easat-6125	75	4	around	around	ADV
easat-6125	75	5	250,000	250,000	NUM
easat-6125	75	6	individuals	individual	NOUN
easat-6125	75	7	were	be	AUX
easat-6125	75	8	impacted	impact	VERB
easat-6125	75	9	by	by	ADP
easat-6125	75	10	the	the	DET
easat-6125	75	11	projected	project	VERB
easat-6125	75	12	50,000	50,000	NUM
easat-6125	75	13	jobs	job	NOUN
easat-6125	75	14	lost	lose	VERB
easat-6125	75	15	in	in	ADP
easat-6125	75	16	the	the	DET
easat-6125	75	17	agriculture	agriculture	NOUN
easat-6125	75	18	industry	industry	NOUN
easat-6125	75	19	and	and	CCONJ
easat-6125	75	20	an	an	DET
easat-6125	75	21	additional	additional	ADJ
easat-6125	75	22	20,000	20,000	NUM
easat-6125	75	23	jobs	job	NOUN
easat-6125	75	24	lost	lose	VERB
easat-6125	75	25	in	in	ADP
easat-6125	75	26	allied	allied	ADJ
easat-6125	75	27	sectors	sector	NOUN
easat-6125	75	28	.	.	PUNCT
easat-6125	76	1	an	an	DET
easat-6125	76	2	estimated	estimate	VERB
easat-6125	76	3	r	r	NOUN
easat-6125	76	4	5	5	NUM
easat-6125	76	5	billion	billion	NUM
easat-6125	76	6	in	in	ADP
easat-6125	76	7	financial	financial	ADJ
easat-6125	76	8	damages	damage	NOUN
easat-6125	76	9	were	be	AUX
easat-6125	76	10	incurred	incur	VERB
easat-6125	76	11	.	.	PUNCT
easat-6125	77	1	in	in	ADP
easat-6125	77	2	march	march	PROPN
easat-6125	77	3	2003	2003	NUM
easat-6125	77	4	and	and	CCONJ
easat-6125	77	5	april	april	PROPN
easat-6125	77	6	2005	2005	NUM
easat-6125	77	7	,	,	PUNCT
easat-6125	77	8	the	the	DET
easat-6125	77	9	western	western	ADJ
easat-6125	77	10	cape	cape	NOUN
easat-6125	77	11	experienced	experience	VERB
easat-6125	77	12	floods	flood	NOUN
easat-6125	77	13	as	as	ADP
easat-6125	77	14	a	a	DET
easat-6125	77	15	result	result	NOUN
easat-6125	77	16	of	of	ADP
easat-6125	77	17	cut	cut	NOUN
easat-6125	77	18	-	-	PUNCT
easat-6125	77	19	off	off	ADP
easat-6125	77	20	lows	low	NOUN
easat-6125	77	21	,	,	PUNCT
easat-6125	77	22	resulting	result	VERB
easat-6125	77	23	in	in	ADP
easat-6125	77	24	damages	damage	NOUN
easat-6125	77	25	of	of	ADP
easat-6125	77	26	up	up	ADP
easat-6125	77	27	to	to	PART
easat-6125	77	28	r	r	NOUN
easat-6125	77	29	260	260	NUM
easat-6125	77	30	million	million	NUM
easat-6125	77	31	[	[	X
easat-6125	77	32	21	21	NUM
easat-6125	77	33	]	]	PUNCT
easat-6125	77	34	.	.	PUNCT
easat-6125	78	1	the	the	DET
easat-6125	78	2	april	april	PROPN
easat-6125	78	3	2022	2022	NUM
easat-6125	78	4	flood	flood	NOUN
easat-6125	78	5	in	in	ADP
easat-6125	78	6	durban	durban	PROPN
easat-6125	78	7	was	be	AUX
easat-6125	78	8	the	the	DET
easat-6125	78	9	most	most	ADV
easat-6125	78	10	catastrophic	catastrophic	ADJ
easat-6125	78	11	natural	natural	ADJ
easat-6125	78	12	disaster	disaster	NOUN
easat-6125	78	13	in	in	ADP
easat-6125	78	14	kwazulu	kwazulu	PROPN
easat-6125	78	15	-	-	PUNCT
easat-6125	78	16	natal	natal	NOUN
easat-6125	78	17	,	,	PUNCT
easat-6125	78	18	resulting	result	VERB
easat-6125	78	19	in	in	ADP
easat-6125	78	20	459	459	NUM
easat-6125	78	21	deaths	death	NOUN
easat-6125	78	22	,	,	PUNCT
easat-6125	78	23	4000	4000	NUM
easat-6125	78	24	homes	home	NOUN
easat-6125	78	25	destroyed	destroy	VERB
easat-6125	78	26	,	,	PUNCT
easat-6125	78	27	40,000	40,000	NUM
easat-6125	78	28	homeless	homeless	ADJ
easat-6125	78	29	,	,	PUNCT
easat-6125	78	30	and	and	CCONJ
easat-6125	78	31	50,000	50,000	NUM
easat-6125	78	32	unemployed	unemployed	ADJ
easat-6125	78	33	[	[	X
easat-6125	78	34	22	22	NUM
easat-6125	78	35	]	]	PUNCT
easat-6125	78	36	.	.	PUNCT
easat-6125	79	1	the	the	DET
easat-6125	79	2	kzn	kzn	PROPN
easat-6125	79	3	coastal	coastal	ADJ
easat-6125	79	4	zone	zone	NOUN
easat-6125	79	5	,	,	PUNCT
easat-6125	79	6	including	include	VERB
easat-6125	79	7	durban	durban	PROPN
easat-6125	79	8	and	and	CCONJ
easat-6125	79	9	the	the	DET
easat-6125	79	10	south	south	PROPN
easat-6125	79	11	coast	coast	NOUN
easat-6125	79	12	,	,	PUNCT
easat-6125	79	13	received	receive	VERB
easat-6125	79	14	over	over	ADP
easat-6125	79	15	300	300	NUM
easat-6125	79	16	mm	mm	NOUN
easat-6125	79	17	of	of	ADP
easat-6125	79	18	rain	rain	NOUN
easat-6125	79	19	in	in	ADP
easat-6125	79	20	24	24	NUM
easat-6125	79	21	hours	hour	NOUN
easat-6125	79	22	,	,	PUNCT
easat-6125	79	23	causing	cause	VERB
easat-6125	79	24	a	a	DET
easat-6125	79	25	significant	significant	ADJ
easat-6125	79	26	economic	economic	ADJ
easat-6125	79	27	impact	impact	NOUN
easat-6125	79	28	.	.	PUNCT
easat-6125	80	1	the	the	DET
easat-6125	80	2	estimated	estimate	VERB
easat-6125	80	3	cost	cost	NOUN
easat-6125	80	4	of	of	ADP
easat-6125	80	5	infrastructure	infrastructure	NOUN
easat-6125	80	6	and	and	CCONJ
easat-6125	80	7	business	business	NOUN
easat-6125	80	8	losses	loss	NOUN
easat-6125	80	9	was	be	AUX
easat-6125	80	10	r	r	NOUN
easat-6125	80	11	37,5	37,5	NUM
easat-6125	80	12	billion	billion	NUM
easat-6125	81	1	[	[	X
easat-6125	81	2	22	22	NUM
easat-6125	81	3	]	]	PUNCT
easat-6125	81	4	.	.	PUNCT
easat-6125	82	1	in	in	ADP
easat-6125	82	2	2002	2002	NUM
easat-6125	82	3	,	,	PUNCT
easat-6125	82	4	fires	fire	NOUN
easat-6125	82	5	in	in	ADP
easat-6125	82	6	mpumalanga	mpumalanga	PROPN
easat-6125	82	7	damaged	damage	VERB
easat-6125	82	8	24,000	24,000	NUM
easat-6125	82	9	acres	acre	NOUN
easat-6125	82	10	of	of	ADP
easat-6125	82	11	grassland	grassland	NOUN
easat-6125	82	12	and	and	CCONJ
easat-6125	82	13	killed	kill	VERB
easat-6125	82	14	four	four	NUM
easat-6125	82	15	people	people	NOUN
easat-6125	82	16	,	,	PUNCT
easat-6125	82	17	causing	cause	VERB
easat-6125	82	18	losses	loss	NOUN
easat-6125	82	19	of	of	ADP
easat-6125	82	20	more	more	ADJ
easat-6125	82	21	than	than	ADP
easat-6125	82	22	r	r	NOUN
easat-6125	82	23	32	32	NUM
easat-6125	82	24	million	million	NUM
easat-6125	82	25	.	.	PUNCT
easat-6125	83	1	between	between	ADP
easat-6125	83	2	2007	2007	NUM
easat-6125	83	3	and	and	CCONJ
easat-6125	83	4	2008	2008	NUM
easat-6125	83	5	,	,	PUNCT
easat-6125	83	6	kwazulu	kwazulu	PROPN
easat-6125	83	7	-	-	PUNCT
easat-6125	83	8	natal	natal	NOUN
easat-6125	83	9	and	and	CCONJ
easat-6125	83	10	mpumalanga	mpumalanga	PROPN
easat-6125	83	11	had	have	VERB
easat-6125	83	12	fires	fire	NOUN
easat-6125	83	13	that	that	PRON
easat-6125	83	14	resulted	result	VERB
easat-6125	83	15	in	in	ADP
easat-6125	83	16	a	a	DET
easat-6125	83	17	considerable	considerable	ADJ
easat-6125	83	18	loss	loss	NOUN
easat-6125	83	19	of	of	ADP
easat-6125	83	20	revenue	revenue	NOUN
easat-6125	83	21	,	,	PUNCT
easat-6125	83	22	estimated	estimate	VERB
easat-6125	83	23	at	at	ADP
easat-6125	83	24	r4.3	r4.3	NOUN
easat-6125	83	25	billion	billion	NUM
easat-6125	84	1	[	[	X
easat-6125	84	2	21	21	NUM
easat-6125	84	3	]	]	PUNCT
easat-6125	84	4	.	.	PUNCT
easat-6125	85	1	in	in	ADP
easat-6125	85	2	2017	2017	NUM
easat-6125	85	3	,	,	PUNCT
easat-6125	85	4	the	the	DET
easat-6125	85	5	western	western	ADJ
easat-6125	85	6	cape	cape	NOUN
easat-6125	85	7	fires	fire	NOUN
easat-6125	85	8	cost	cost	VERB
easat-6125	85	9	the	the	DET
easat-6125	85	10	insurance	insurance	NOUN
easat-6125	85	11	industry	industry	NOUN
easat-6125	85	12	r3bn	r3bn	VERB
easat-6125	85	13	to	to	ADP
easat-6125	85	14	r4bn	r4bn	NOUN
easat-6125	85	15	,	,	PUNCT
easat-6125	85	16	leading	lead	VERB
easat-6125	85	17	to	to	ADP
easat-6125	85	18	higher	high	ADJ
easat-6125	85	19	insurance	insurance	NOUN
easat-6125	85	20	premiums	premium	NOUN
easat-6125	85	21	in	in	ADP
easat-6125	85	22	affected	affected	ADJ
easat-6125	85	23	areas	area	NOUN
easat-6125	85	24	.	.	PUNCT
easat-6125	86	1	the	the	DET
easat-6125	86	2	damage	damage	NOUN
easat-6125	86	3	to	to	ADP
easat-6125	86	4	property	property	NOUN
easat-6125	86	5	and	and	CCONJ
easat-6125	86	6	infrastructure	infrastructure	NOUN
easat-6125	86	7	was	be	AUX
easat-6125	86	8	estimated	estimate	VERB
easat-6125	86	9	at	at	ADP
easat-6125	86	10	r	r	NOUN
easat-6125	86	11	1	1	NUM
easat-6125	86	12	billion	billion	NUM
easat-6125	86	13	and	and	CCONJ
easat-6125	86	14	losses	loss	NOUN
easat-6125	86	15	of	of	ADP
easat-6125	86	16	up	up	ADP
easat-6125	86	17	to	to	ADP
easat-6125	86	18	r	r	NOUN
easat-6125	86	19	12.5	12.5	NUM
easat-6125	86	20	million	million	NUM
easat-6125	86	21	were	be	AUX
easat-6125	86	22	also	also	ADV
easat-6125	86	23	experienced	experience	VERB
easat-6125	86	24	in	in	ADP
easat-6125	86	25	the	the	DET
easat-6125	86	26	period	period	NOUN
easat-6125	86	27	of	of	ADP
easat-6125	86	28	2003	2003	NUM
easat-6125	86	29	and	and	CCONJ
easat-6125	86	30	2007	2007	NUM
easat-6125	86	31	in	in	ADP
easat-6125	86	32	the	the	DET
easat-6125	86	33	same	same	ADJ
easat-6125	86	34	province	province	NOUN
easat-6125	87	1	[	[	X
easat-6125	87	2	21	21	NUM
easat-6125	87	3	,	,	PUNCT
easat-6125	87	4	23	23	NUM
easat-6125	87	5	]	]	PUNCT
easat-6125	87	6	.	.	PUNCT
easat-6125	88	1	in	in	ADP
easat-6125	88	2	november	november	PROPN
easat-6125	88	3	2013	2013	NUM
easat-6125	88	4	,	,	PUNCT
easat-6125	88	5	pretoria	pretoria	PROPN
easat-6125	88	6	experienced	experience	VERB
easat-6125	88	7	a	a	DET
easat-6125	88	8	major	major	ADJ
easat-6125	88	9	loss	loss	NOUN
easat-6125	88	10	event	event	NOUN
easat-6125	88	11	,	,	PUNCT
easat-6125	88	12	with	with	ADP
easat-6125	88	13	annual	annual	ADJ
easat-6125	88	14	financial	financial	ADJ
easat-6125	88	15	statements	statement	NOUN
easat-6125	88	16	revealing	reveal	VERB
easat-6125	88	17	two	two	NUM
easat-6125	88	18	significant	significant	ADJ
easat-6125	88	19	hailstorms	hailstorm	NOUN
easat-6125	88	20	in	in	ADP
easat-6125	88	21	gauteng	gauteng	PROPN
easat-6125	88	22	,	,	PUNCT
easat-6125	88	23	with	with	ADP
easat-6125	88	24	the	the	DET
easat-6125	88	25	second	second	ADJ
easat-6125	88	26	being	be	AUX
easat-6125	88	27	one	one	NUM
easat-6125	88	28	of	of	ADP
easat-6125	88	29	the	the	DET
easat-6125	88	30	most	most	ADV
easat-6125	88	31	severe	severe	ADJ
easat-6125	88	32	catastrophe	catastrophe	NOUN
easat-6125	88	33	events	event	NOUN
easat-6125	88	34	in	in	ADP
easat-6125	88	35	south	south	PROPN
easat-6125	88	36	africa	africa	PROPN
easat-6125	88	37	.	.	PUNCT
easat-6125	89	1	the	the	DET
easat-6125	89	2	storms	storm	NOUN
easat-6125	89	3	occurred	occur	VERB
easat-6125	89	4	just	just	ADV
easat-6125	89	5	12	12	NUM
easat-6125	89	6	months	month	NOUN
easat-6125	89	7	after	after	ADP
easat-6125	89	8	two	two	NUM
easat-6125	89	9	similar	similar	ADJ
easat-6125	89	10	storms	storm	NOUN
easat-6125	89	11	in	in	ADP
easat-6125	89	12	october	october	PROPN
easat-6125	89	13	and	and	CCONJ
easat-6125	89	14	november	november	PROPN
easat-6125	89	15	2012	2012	NUM
easat-6125	89	16	,	,	PUNCT
easat-6125	89	17	resulting	result	VERB
easat-6125	89	18	in	in	ADP
easat-6125	89	19	an	an	DET
easat-6125	89	20	estimated	estimate	VERB
easat-6125	89	21	25,000	25,000	NUM
easat-6125	89	22	insurance	insurance	NOUN
easat-6125	89	23	claims	claim	NOUN
easat-6125	89	24	and	and	CCONJ
easat-6125	89	25	a	a	DET
easat-6125	89	26	r1	r1	NOUN
easat-6125	89	27	billion	billion	NUM
easat-6125	89	28	loss	loss	NOUN
easat-6125	89	29	event	event	NOUN
easat-6125	89	30	[	[	X
easat-6125	89	31	24	24	NUM
easat-6125	89	32	]	]	PUNCT
easat-6125	89	33	.	.	PUNCT
easat-6125	90	1	furthermore	furthermore	ADV
easat-6125	90	2	,	,	PUNCT
easat-6125	90	3	in	in	ADP
easat-6125	90	4	november	november	PROPN
easat-6125	90	5	2023	2023	NUM
easat-6125	90	6	,	,	PUNCT
easat-6125	90	7	the	the	DET
easat-6125	90	8	insurer	insurer	NOUN
easat-6125	90	9	's	's	PART
easat-6125	90	10	sector	sector	NOUN
easat-6125	90	11	received	receive	VERB
easat-6125	90	12	over	over	ADP
easat-6125	90	13	2,000	2,000	NUM
easat-6125	90	14	claims	claim	NOUN
easat-6125	90	15	with	with	ADP
easat-6125	90	16	over	over	ADP
easat-6125	90	17	r60	r60	PROPN
easat-6125	90	18	m	m	PROPN
easat-6125	90	19	payments	payment	NOUN
easat-6125	90	20	in	in	ADP
easat-6125	90	21	hailstorm	hailstorm	NOUN
easat-6125	90	22	-	-	PUNCT
easat-6125	90	23	related	relate	VERB
easat-6125	90	24	claims	claim	NOUN
easat-6125	90	25	following	follow	VERB
easat-6125	90	26	the	the	DET
easat-6125	90	27	gauteng	gauteng	PROPN
easat-6125	90	28	hailstorm	hailstorm	PROPN
easat-6125	91	1	[	[	X
easat-6125	91	2	22	22	NUM
easat-6125	91	3	]	]	PUNCT
easat-6125	91	4	.	.	PUNCT
easat-6125	92	1	according	accord	VERB
easat-6125	92	2	to	to	ADP
easat-6125	92	3	bechard	bechard	NOUN
easat-6125	92	4	[	[	X
easat-6125	92	5	25	25	NUM
easat-6125	92	6	]	]	X
easat-6125	92	7	south	south	PROPN
easat-6125	92	8	africa	africa	PROPN
easat-6125	92	9	’s	’s	PART
easat-6125	92	10	short	short	ADJ
easat-6125	92	11	-	-	PUNCT
easat-6125	92	12	term	term	NOUN
easat-6125	92	13	insurance	insurance	NOUN
easat-6125	92	14	sector	sector	NOUN
easat-6125	92	15	saw	see	VERB
easat-6125	92	16	a	a	DET
easat-6125	92	17	28	28	NUM
easat-6125	92	18	%	%	NOUN
easat-6125	92	19	drop	drop	NOUN
easat-6125	92	20	in	in	ADP
easat-6125	92	21	profit	profit	NOUN
easat-6125	92	22	after	after	ADP
easat-6125	92	23	tax	tax	NOUN
easat-6125	92	24	(	(	PUNCT
easat-6125	92	25	pat	pat	PROPN
easat-6125	92	26	)	)	PUNCT
easat-6125	92	27	in	in	ADP
easat-6125	92	28	the	the	DET
easat-6125	92	29	year	year	NOUN
easat-6125	92	30	2020	2020	NUM
easat-6125	92	31	,	,	PUNCT
easat-6125	92	32	as	as	ADP
easat-6125	92	33	a	a	DET
easat-6125	92	34	result	result	NOUN
easat-6125	92	35	,	,	PUNCT
easat-6125	92	36	r8.3	r8.3	ADJ
easat-6125	92	37	billion	billion	NUM
easat-6125	92	38	was	be	AUX
easat-6125	92	39	reduced	reduce	VERB
easat-6125	92	40	to	to	ADP
easat-6125	92	41	r6	r6	NOUN
easat-6125	92	42	billion	billion	NUM
easat-6125	92	43	,	,	PUNCT
easat-6125	92	44	owing	owe	VERB
easat-6125	92	45	to	to	ADP
easat-6125	92	46	credit	credit	NOUN
easat-6125	92	47	defaults	default	NOUN
easat-6125	92	48	,	,	PUNCT
easat-6125	92	49	an	an	DET
easat-6125	92	50	increase	increase	NOUN
easat-6125	92	51	in	in	ADP
easat-6125	92	52	net	net	ADJ
easat-6125	92	53	claims	claim	NOUN
easat-6125	92	54	,	,	PUNCT
easat-6125	92	55	and	and	CCONJ
easat-6125	92	56	a	a	DET
easat-6125	92	57	higher	high	ADJ
easat-6125	92	58	claims	claim	NOUN
easat-6125	92	59	ratio	ratio	NOUN
easat-6125	92	60	.	.	PUNCT
easat-6125	93	1	some	some	PRON
easat-6125	93	2	of	of	ADP
easat-6125	93	3	these	these	DET
easat-6125	93	4	rate	rate	NOUN
easat-6125	93	5	increases	increase	NOUN
easat-6125	93	6	are	be	AUX
easat-6125	93	7	caused	cause	VERB
easat-6125	93	8	by	by	ADP
easat-6125	93	9	high	high	ADJ
easat-6125	93	10	global	global	ADJ
easat-6125	93	11	natural	natural	ADJ
easat-6125	93	12	,	,	PUNCT
easat-6125	93	13	man	man	NOUN
easat-6125	93	14	-	-	PUNCT
easat-6125	93	15	made	make	VERB
easat-6125	93	16	catastrophic	catastrophic	ADJ
easat-6125	93	17	events	event	NOUN
easat-6125	93	18	and	and	CCONJ
easat-6125	93	19	poor	poor	ADJ
easat-6125	93	20	investment	investment	NOUN
easat-6125	93	21	gains	gain	NOUN
easat-6125	93	22	.	.	PUNCT
easat-6125	94	1	in	in	ADP
easat-6125	94	2	the	the	DET
easat-6125	94	3	report	report	NOUN
easat-6125	94	4	that	that	PRON
easat-6125	94	5	was	be	AUX
easat-6125	94	6	done	do	VERB
easat-6125	94	7	in	in	ADP
easat-6125	94	8	2022	2022	NUM
easat-6125	94	9	,	,	PUNCT
easat-6125	94	10	climate	climate	NOUN
easat-6125	94	11	risks	risk	NOUN
easat-6125	94	12	are	be	AUX
easat-6125	94	13	shown	show	VERB
easat-6125	94	14	to	to	PART
easat-6125	94	15	be	be	AUX
easat-6125	94	16	becoming	become	VERB
easat-6125	94	17	more	more	ADV
easat-6125	94	18	prevalent	prevalent	ADJ
easat-6125	94	19	,	,	PUNCT
easat-6125	94	20	necessitating	necessitate	VERB
easat-6125	94	21	a	a	DET
easat-6125	94	22	greater	great	ADJ
easat-6125	94	23	emphasis	emphasis	NOUN
easat-6125	94	24	on	on	ADP
easat-6125	94	25	sustainability	sustainability	NOUN
easat-6125	94	26	and	and	CCONJ
easat-6125	94	27	insurance	insurance	NOUN
easat-6125	94	28	risks	risk	NOUN
easat-6125	94	29	.	.	PUNCT
easat-6125	95	1	insurance	insurance	NOUN
easat-6125	95	2	is	be	AUX
easat-6125	95	3	a	a	DET
easat-6125	95	4	critical	critical	ADJ
easat-6125	95	5	socioeconomic	socioeconomic	ADJ
easat-6125	95	6	sector	sector	NOUN
easat-6125	95	7	that	that	PRON
easat-6125	95	8	provides	provide	VERB
easat-6125	95	9	society	society	NOUN
easat-6125	95	10	with	with	ADP
easat-6125	95	11	protection	protection	NOUN
easat-6125	95	12	and	and	CCONJ
easat-6125	95	13	a	a	DET
easat-6125	95	14	financial	financial	ADJ
easat-6125	95	15	lifeline	lifeline	NOUN
easat-6125	95	16	[	[	X
easat-6125	95	17	26	26	NUM
easat-6125	95	18	]	]	PUNCT
easat-6125	95	19	.	.	PUNCT
easat-6125	96	1	singh	singh	PROPN
easat-6125	97	1	[	[	X
easat-6125	97	2	27	27	NUM
easat-6125	97	3	]	]	PUNCT
easat-6125	97	4	investigated	investigate	VERB
easat-6125	97	5	weather	weather	NOUN
easat-6125	97	6	index	index	NOUN
easat-6125	97	7	insurance	insurance	NOUN
easat-6125	97	8	(	(	PUNCT
easat-6125	97	9	wii	wii	NOUN
easat-6125	97	10	)	)	PUNCT
easat-6125	97	11	as	as	ADP
easat-6125	97	12	a	a	DET
easat-6125	97	13	tool	tool	NOUN
easat-6125	97	14	to	to	PART
easat-6125	97	15	manage	manage	VERB
easat-6125	97	16	the	the	DET
easat-6125	97	17	climate	climate	NOUN
easat-6125	97	18	change	change	NOUN
easat-6125	97	19	impact	impact	NOUN
easat-6125	97	20	and	and	CCONJ
easat-6125	97	21	the	the	DET
easat-6125	97	22	findings	finding	NOUN
easat-6125	97	23	indicated	indicate	VERB
easat-6125	97	24	that	that	SCONJ
easat-6125	97	25	climate	climate	NOUN
easat-6125	97	26	change	change	NOUN
easat-6125	97	27	risk	risk	NOUN
easat-6125	97	28	significantly	significantly	ADV
easat-6125	97	29	impacts	impact	VERB
easat-6125	97	30	the	the	DET
easat-6125	97	31	pricing	pricing	NOUN
easat-6125	97	32	and	and	CCONJ
easat-6125	97	33	design	design	NOUN
easat-6125	97	34	of	of	ADP
easat-6125	97	35	wii	wii	NOUN
easat-6125	97	36	.	.	PUNCT
easat-6125	98	1	zhou	zhou	PROPN
easat-6125	98	2	,	,	PUNCT
easat-6125	98	3	et	et	PROPN
easat-6125	98	4	al	al	PROPN
easat-6125	98	5	.	.	PUNCT
easat-6125	99	1	[	[	X
easat-6125	99	2	28	28	NUM
easat-6125	99	3	]	]	PUNCT
easat-6125	99	4	highlighted	highlight	VERB
easat-6125	99	5	that	that	SCONJ
easat-6125	99	6	natural	natural	ADJ
easat-6125	99	7	disasters	disaster	NOUN
easat-6125	99	8	and	and	CCONJ
easat-6125	99	9	climate	climate	NOUN
easat-6125	99	10	change	change	NOUN
easat-6125	99	11	risks	risk	NOUN
easat-6125	99	12	impact	impact	NOUN
easat-6125	99	13	insurer	insurer	NOUN
easat-6125	99	14	profitability	profitability	NOUN
easat-6125	99	15	,	,	PUNCT
easat-6125	99	16	bank	bank	NOUN
easat-6125	99	17	stability	stability	NOUN
easat-6125	99	18	,	,	PUNCT
easat-6125	99	19	stock	stock	NOUN
easat-6125	99	20	market	market	NOUN
easat-6125	99	21	returns	return	NOUN
easat-6125	99	22	,	,	PUNCT
easat-6125	99	23	and	and	CCONJ
easat-6125	99	24	international	international	ADJ
easat-6125	99	25	lending	lending	NOUN
easat-6125	99	26	,	,	PUNCT
easat-6125	99	27	with	with	ADP
easat-6125	99	28	mitigation	mitigation	NOUN
easat-6125	99	29	strategies	strategy	NOUN
easat-6125	99	30	involving	involve	VERB
easat-6125	99	31	income	income	NOUN
easat-6125	99	32	levels	level	NOUN
easat-6125	99	33	,	,	PUNCT
easat-6125	99	34	financial	financial	ADJ
easat-6125	99	35	regulations	regulation	NOUN
easat-6125	99	36	,	,	PUNCT
easat-6125	99	37	and	and	CCONJ
easat-6125	99	38	capital	capital	NOUN
easat-6125	99	39	abundance	abundance	NOUN
easat-6125	99	40	.	.	PUNCT
easat-6125	100	1	on	on	ADP
easat-6125	100	2	the	the	DET
easat-6125	100	3	other	other	ADJ
easat-6125	100	4	hand	hand	NOUN
easat-6125	100	5	,	,	PUNCT
easat-6125	100	6	akuba	akuba	VERB
easat-6125	100	7	[	[	X
easat-6125	100	8	29	29	NUM
easat-6125	100	9	]	]	PUNCT
easat-6125	100	10	investigated	investigate	VERB
easat-6125	100	11	the	the	DET
easat-6125	100	12	effects	effect	NOUN
easat-6125	100	13	of	of	ADP
easat-6125	100	14	climate	climate	NOUN
easat-6125	100	15	change	change	NOUN
easat-6125	100	16	policies	policy	NOUN
easat-6125	100	17	on	on	ADP
easat-6125	100	18	insurance	insurance	NOUN
easat-6125	100	19	industry	industry	NOUN
easat-6125	100	20	stability	stability	NOUN
easat-6125	100	21	and	and	CCONJ
easat-6125	100	22	the	the	DET
easat-6125	100	23	findings	finding	NOUN
easat-6125	100	24	showed	show	VERB
easat-6125	100	25	that	that	SCONJ
easat-6125	100	26	climate	climate	NOUN
easat-6125	100	27	change	change	NOUN
easat-6125	100	28	policies	policy	NOUN
easat-6125	100	29	influence	influence	NOUN
easat-6125	100	30	insurance	insurance	NOUN
easat-6125	100	31	industry	industry	NOUN
easat-6125	100	32	practices	practice	NOUN
easat-6125	100	33	,	,	PUNCT
easat-6125	100	34	leading	lead	VERB
easat-6125	100	35	to	to	ADP
easat-6125	100	36	climate	climate	NOUN
easat-6125	100	37	-	-	PUNCT
easat-6125	100	38	resilient	resilient	ADJ
easat-6125	100	39	strategies	strategy	NOUN
easat-6125	100	40	and	and	CCONJ
easat-6125	100	41	modifying	modify	VERB
easat-6125	100	42	risk	risk	NOUN
easat-6125	100	43	assessment	assessment	NOUN
easat-6125	100	44	methodologies	methodology	NOUN
easat-6125	100	45	.	.	PUNCT
easat-6125	101	1	moreover	moreover	ADV
easat-6125	101	2	,	,	PUNCT
easat-6125	101	3	this	this	PRON
easat-6125	101	4	leads	lead	VERB
easat-6125	101	5	to	to	ADP
easat-6125	101	6	innovation	innovation	NOUN
easat-6125	101	7	and	and	CCONJ
easat-6125	101	8	the	the	DET
easat-6125	101	9	development	development	NOUN
easat-6125	101	10	of	of	ADP
easat-6125	101	11	climate	climate	NOUN
easat-6125	101	12	-	-	PUNCT
easat-6125	101	13	specific	specific	ADJ
easat-6125	101	14	insurance	insurance	NOUN
easat-6125	101	15	products	product	NOUN
easat-6125	101	16	,	,	PUNCT
easat-6125	101	17	emphasizing	emphasize	VERB
easat-6125	101	18	the	the	DET
easat-6125	101	19	need	need	NOUN
easat-6125	101	20	for	for	ADP
easat-6125	101	21	collaboration	collaboration	NOUN
easat-6125	101	22	between	between	ADP
easat-6125	101	23	policymakers	policymaker	NOUN
easat-6125	101	24	and	and	CCONJ
easat-6125	101	25	insurers	insurer	NOUN
easat-6125	101	26	to	to	PART
easat-6125	101	27	enhance	enhance	VERB
easat-6125	101	28	industry	industry	NOUN
easat-6125	101	29	stability	stability	NOUN
easat-6125	101	30	in	in	ADP
easat-6125	101	31	the	the	DET
easat-6125	101	32	face	face	NOUN
easat-6125	101	33	of	of	ADP
easat-6125	101	34	climate	climate	NOUN
easat-6125	101	35	-	-	PUNCT
easat-6125	101	36	related	relate	VERB
easat-6125	101	37	challenges	challenge	NOUN
easat-6125	101	38	.	.	PUNCT
easat-6125	102	1	3	3	X
easat-6125	102	2	.	.	X
easat-6125	102	3	methodology	methodology	NOUN
easat-6125	102	4	the	the	DET
easat-6125	102	5	study	study	NOUN
easat-6125	102	6	uses	use	VERB
easat-6125	102	7	quantitative	quantitative	ADJ
easat-6125	102	8	methodology	methodology	NOUN
easat-6125	102	9	.	.	PUNCT
easat-6125	103	1	the	the	DET
easat-6125	103	2	climate	climate	NOUN
easat-6125	103	3	dataset	dataset	VERB
easat-6125	103	4	from	from	ADP
easat-6125	103	5	the	the	DET
easat-6125	103	6	period	period	NOUN
easat-6125	103	7	of	of	ADP
easat-6125	103	8	2000	2000	NUM
easat-6125	103	9	to	to	ADP
easat-6125	103	10	january	january	PROPN
easat-6125	103	11	2024	2024	NUM
easat-6125	103	12	was	be	AUX
easat-6125	103	13	drawn	draw	VERB
easat-6125	103	14	from	from	ADP
easat-6125	103	15	the	the	DET
easat-6125	103	16	emergency	emergency	NOUN
easat-6125	103	17	events	event	NOUN
easat-6125	103	18	database	database	NOUN
easat-6125	103	19	(	(	PUNCT
easat-6125	103	20	em	em	NOUN
easat-6125	103	21	-	-	PUNCT
easat-6125	103	22	dat	dat	ADJ
easat-6125	103	23	)	)	PUNCT
easat-6125	103	24	portal	portal	PROPN
easat-6125	103	25	.	.	PUNCT
easat-6125	104	1	data	data	PROPN
easat-6125	104	2	clean	clean	PROPN
easat-6125	104	3	-	-	PUNCT
easat-6125	104	4	up	up	NOUN
easat-6125	104	5	and	and	CCONJ
easat-6125	104	6	imputation	imputation	NOUN
easat-6125	104	7	were	be	AUX
easat-6125	104	8	further	far	ADV
easat-6125	104	9	done	do	VERB
easat-6125	104	10	to	to	PART
easat-6125	104	11	improve	improve	VERB
easat-6125	104	12	the	the	DET
easat-6125	104	13	quality	quality	NOUN
easat-6125	104	14	of	of	ADP
easat-6125	104	15	the	the	DET
easat-6125	104	16	data	datum	NOUN
easat-6125	104	17	.	.	PUNCT
easat-6125	105	1	descriptive	descriptive	ADJ
easat-6125	105	2	statistics	statistic	NOUN
easat-6125	105	3	and	and	CCONJ
easat-6125	105	4	time	time	NOUN
easat-6125	105	5	series	series	PROPN
easat-6125	105	6	were	be	AUX
easat-6125	105	7	used	use	VERB
easat-6125	105	8	to	to	PART
easat-6125	105	9	summarise	summarise	VERB
easat-6125	105	10	and	and	CCONJ
easat-6125	105	11	observe	observe	VERB
easat-6125	105	12	trends	trend	NOUN
easat-6125	105	13	over	over	ADP
easat-6125	105	14	the	the	DET
easat-6125	105	15	period	period	NOUN
easat-6125	105	16	of	of	ADP
easat-6125	105	17	concern	concern	NOUN
easat-6125	105	18	.	.	PUNCT
easat-6125	106	1	time	time	NOUN
easat-6125	106	2	-	-	PUNCT
easat-6125	106	3	series	series	NOUN
easat-6125	106	4	analysis	analysis	NOUN
easat-6125	106	5	is	be	AUX
easat-6125	106	6	a	a	DET
easat-6125	106	7	technique	technique	NOUN
easat-6125	106	8	used	use	VERB
easat-6125	106	9	in	in	ADP
easat-6125	106	10	research	research	NOUN
easat-6125	106	11	to	to	PART
easat-6125	106	12	extract	extract	VERB
easat-6125	106	13	useful	useful	ADJ
easat-6125	106	14	knowledge	knowledge	NOUN
easat-6125	106	15	from	from	ADP
easat-6125	106	16	organised	organised	ADJ
easat-6125	106	17	data	datum	NOUN
easat-6125	106	18	collected	collect	VERB
easat-6125	106	19	over	over	ADP
easat-6125	106	20	time	time	NOUN
easat-6125	106	21	[	[	X
easat-6125	106	22	30	30	NUM
easat-6125	106	23	]	]	PUNCT
easat-6125	106	24	.	.	PUNCT
easat-6125	107	1	a	a	DET
easat-6125	107	2	line	line	NOUN
easat-6125	107	3	chart	chart	NOUN
easat-6125	107	4	,	,	PUNCT
easat-6125	107	5	often	often	ADV
easat-6125	107	6	known	know	VERB
easat-6125	107	7	as	as	ADP
easat-6125	107	8	a	a	DET
easat-6125	107	9	time	time	NOUN
easat-6125	107	10	plot	plot	NOUN
easat-6125	107	11	,	,	PUNCT
easat-6125	107	12	is	be	AUX
easat-6125	107	13	a	a	DET
easat-6125	107	14	standard	standard	ADJ
easat-6125	107	15	method	method	NOUN
easat-6125	107	16	for	for	ADP
easat-6125	107	17	examining	examine	VERB
easat-6125	107	18	a	a	DET
easat-6125	107	19	regular	regular	ADJ
easat-6125	107	20	time	time	NOUN
easat-6125	107	21	series	series	NOUN
easat-6125	107	22	.	.	PUNCT
easat-6125	108	1	in	in	ADP
easat-6125	108	2	general	general	ADJ
easat-6125	108	3	,	,	PUNCT
easat-6125	108	4	and	and	CCONJ
easat-6125	108	5	for	for	ADP
easat-6125	108	6	most	most	ADJ
easat-6125	108	7	time	time	NOUN
easat-6125	108	8	series	series	PROPN
easat-6125	108	9	data	data	PROPN
easat-6125	108	10	,	,	PUNCT
easat-6125	108	11	this	this	DET
easat-6125	108	12	plot	plot	NOUN
easat-6125	108	13	discloses	disclose	VERB
easat-6125	108	14	the	the	DET
easat-6125	108	15	nature	nature	NOUN
easat-6125	108	16	of	of	ADP
easat-6125	108	17	the	the	DET
easat-6125	108	18	trend	trend	NOUN
easat-6125	108	19	instantly	instantly	ADV
easat-6125	108	20	and	and	CCONJ
easat-6125	108	21	can	can	AUX
easat-6125	108	22	even	even	ADV
easat-6125	108	23	indicate	indicate	VERB
easat-6125	108	24	the	the	DET
easat-6125	108	25	absence	absence	NOUN
easat-6125	108	26	of	of	ADP
easat-6125	108	27	a	a	DET
easat-6125	108	28	trend	trend	NOUN
easat-6125	108	29	[	[	X
easat-6125	108	30	31	31	NUM
easat-6125	108	31	]	]	PUNCT
easat-6125	108	32	.	.	PUNCT
easat-6125	109	1	moreover	moreover	ADV
easat-6125	109	2	,	,	PUNCT
easat-6125	109	3	when	when	SCONJ
easat-6125	109	4	a	a	DET
easat-6125	109	5	time	time	NOUN
easat-6125	109	6	860	860	NUM
easat-6125	109	7	edelweiss	edelweiss	PROPN
easat-6125	109	8	applied	apply	VERB
easat-6125	109	9	science	science	NOUN
easat-6125	109	10	and	and	CCONJ
easat-6125	109	11	technology	technology	NOUN
easat-6125	109	12	issn	issn	PROPN
easat-6125	109	13	:	:	PUNCT
easat-6125	109	14	2576	2576	NUM
easat-6125	109	15	-	-	SYM
easat-6125	109	16	8484	8484	NUM
easat-6125	109	17	vol	vol	NOUN
easat-6125	109	18	.	.	PROPN
easat-6125	110	1	9	9	NUM
easat-6125	110	2	,	,	PUNCT
easat-6125	110	3	no	no	INTJ
easat-6125	110	4	.	.	NOUN
easat-6125	110	5	4	4	NUM
easat-6125	110	6	:	:	PUNCT
easat-6125	110	7	856	856	NUM
easat-6125	110	8	-	-	SYM
easat-6125	110	9	868	868	NUM
easat-6125	110	10	,	,	PUNCT
easat-6125	110	11	2025	2025	NUM
easat-6125	110	12	doi	doi	NOUN
easat-6125	110	13	:	:	PUNCT
easat-6125	110	14	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	110	15	©	©	PROPN
easat-6125	110	16	2025	2025	NUM
easat-6125	110	17	by	by	ADP
easat-6125	110	18	the	the	DET
easat-6125	110	19	authors	author	NOUN
easat-6125	110	20	;	;	PUNCT
easat-6125	110	21	licensee	licensee	PROPN
easat-6125	110	22	learning	learning	PROPN
easat-6125	110	23	gate	gate	PROPN
easat-6125	110	24	series	series	PROPN
easat-6125	110	25	is	be	AUX
easat-6125	110	26	broken	break	VERB
easat-6125	110	27	down	down	ADP
easat-6125	110	28	into	into	ADP
easat-6125	110	29	its	its	PRON
easat-6125	110	30	simple	simple	ADJ
easat-6125	110	31	components	component	NOUN
easat-6125	110	32	known	know	VERB
easat-6125	110	33	as	as	ADP
easat-6125	110	34	decomposition	decomposition	NOUN
easat-6125	110	35	,	,	PUNCT
easat-6125	110	36	it	it	PRON
easat-6125	110	37	becomes	become	VERB
easat-6125	110	38	much	much	ADV
easat-6125	110	39	easier	easy	ADJ
easat-6125	110	40	to	to	PART
easat-6125	110	41	describe	describe	VERB
easat-6125	110	42	and	and	CCONJ
easat-6125	110	43	understand	understand	VERB
easat-6125	110	44	.	.	PUNCT
easat-6125	111	1	the	the	DET
easat-6125	111	2	decomposition	decomposition	NOUN
easat-6125	111	3	of	of	ADP
easat-6125	111	4	a	a	DET
easat-6125	111	5	time	time	NOUN
easat-6125	111	6	series	series	NOUN
easat-6125	111	7	is	be	AUX
easat-6125	111	8	a	a	DET
easat-6125	111	9	statistical	statistical	ADJ
easat-6125	111	10	procedure	procedure	NOUN
easat-6125	111	11	that	that	PRON
easat-6125	111	12	deconstructs	deconstruct	VERB
easat-6125	111	13	a	a	DET
easat-6125	111	14	time	time	NOUN
easat-6125	111	15	series	series	NOUN
easat-6125	111	16	into	into	ADP
easat-6125	111	17	nominal	nominal	ADJ
easat-6125	111	18	components	component	NOUN
easat-6125	111	19	[	[	X
easat-6125	111	20	32	32	NUM
easat-6125	111	21	]	]	PUNCT
easat-6125	111	22	.	.	PUNCT
easat-6125	112	1	decomposition	decomposition	NOUN
easat-6125	112	2	seeks	seek	VERB
easat-6125	112	3	to	to	PART
easat-6125	112	4	determine	determine	VERB
easat-6125	112	5	seasonal	seasonal	ADJ
easat-6125	112	6	impacts	impact	NOUN
easat-6125	112	7	,	,	PUNCT
easat-6125	112	8	resulting	result	VERB
easat-6125	112	9	in	in	ADP
easat-6125	112	10	seasonally	seasonally	ADV
easat-6125	112	11	adjusted	adjust	VERB
easat-6125	112	12	results	result	NOUN
easat-6125	112	13	.	.	PUNCT
easat-6125	113	1	they	they	PRON
easat-6125	113	2	are	be	AUX
easat-6125	113	3	identified	identify	VERB
easat-6125	113	4	in	in	ADP
easat-6125	113	5	four	four	NUM
easat-6125	113	6	components	component	NOUN
easat-6125	113	7	for	for	ADP
easat-6125	113	8	time	time	NOUN
easat-6125	113	9	series	series	PROPN
easat-6125	113	10	movement	movement	NOUN
easat-6125	113	11	:	:	PUNCT
easat-6125	113	12	trend	trend	NOUN
easat-6125	113	13	(	(	PUNCT
easat-6125	113	14	tt	tt	PROPN
easat-6125	113	15	)	)	PUNCT
easat-6125	113	16	,	,	PUNCT
easat-6125	113	17	seasonal	seasonal	ADJ
easat-6125	113	18	(	(	PUNCT
easat-6125	113	19	st	st	PROPN
easat-6125	113	20	)	)	PUNCT
easat-6125	113	21	,	,	PUNCT
easat-6125	113	22	cyclical	cyclical	ADJ
easat-6125	113	23	(	(	PUNCT
easat-6125	113	24	ct	ct	NOUN
easat-6125	113	25	)	)	PUNCT
easat-6125	113	26	,	,	PUNCT
easat-6125	113	27	and	and	CCONJ
easat-6125	113	28	irregular	irregular	ADJ
easat-6125	113	29	(	(	PUNCT
easat-6125	113	30	it	it	PRON
easat-6125	113	31	)	)	PUNCT
easat-6125	114	1	[	[	X
easat-6125	114	2	31	31	NUM
easat-6125	114	3	,	,	PUNCT
easat-6125	114	4	33	33	NUM
easat-6125	114	5	]	]	PUNCT
easat-6125	114	6	.	.	PUNCT
easat-6125	115	1	4	4	X
easat-6125	115	2	.	.	NOUN
easat-6125	115	3	results	result	NOUN
easat-6125	115	4	table	table	NOUN
easat-6125	115	5	1	1	NUM
easat-6125	115	6	provides	provide	VERB
easat-6125	115	7	a	a	DET
easat-6125	115	8	detailed	detailed	ADJ
easat-6125	115	9	breakdown	breakdown	NOUN
easat-6125	115	10	of	of	ADP
easat-6125	115	11	disaster	disaster	NOUN
easat-6125	115	12	occurrences	occurrence	NOUN
easat-6125	115	13	in	in	ADP
easat-6125	115	14	south	south	PROPN
easat-6125	115	15	africa	africa	PROPN
easat-6125	115	16	,	,	PUNCT
easat-6125	115	17	offering	offer	VERB
easat-6125	115	18	insights	insight	NOUN
easat-6125	115	19	into	into	ADP
easat-6125	115	20	the	the	DET
easat-6125	115	21	distribution	distribution	NOUN
easat-6125	115	22	of	of	ADP
easat-6125	115	23	disaster	disaster	NOUN
easat-6125	115	24	types	type	NOUN
easat-6125	115	25	across	across	ADP
easat-6125	115	26	different	different	ADJ
easat-6125	115	27	subgroups	subgroup	NOUN
easat-6125	115	28	.	.	PUNCT
easat-6125	116	1	droughts	drought	NOUN
easat-6125	116	2	emerge	emerge	VERB
easat-6125	116	3	as	as	ADP
easat-6125	116	4	the	the	DET
easat-6125	116	5	most	most	ADV
easat-6125	116	6	significant	significant	ADJ
easat-6125	116	7	climatological	climatological	ADJ
easat-6125	116	8	concern	concern	NOUN
easat-6125	116	9	,	,	PUNCT
easat-6125	116	10	with	with	SCONJ
easat-6125	116	11	12	12	NUM
easat-6125	116	12	%	%	NOUN
easat-6125	116	13	of	of	ADP
easat-6125	116	14	instances	instance	NOUN
easat-6125	116	15	reported	report	VERB
easat-6125	116	16	,	,	PUNCT
easat-6125	116	17	highlighting	highlight	VERB
easat-6125	116	18	the	the	DET
easat-6125	116	19	profound	profound	ADJ
easat-6125	116	20	impact	impact	NOUN
easat-6125	116	21	of	of	ADP
easat-6125	116	22	prolonged	prolonged	ADJ
easat-6125	116	23	periods	period	NOUN
easat-6125	116	24	of	of	ADP
easat-6125	116	25	aridity	aridity	NOUN
easat-6125	116	26	on	on	ADP
easat-6125	116	27	agriculture	agriculture	NOUN
easat-6125	116	28	and	and	CCONJ
easat-6125	116	29	communities	community	NOUN
easat-6125	116	30	.	.	PUNCT
easat-6125	117	1	geophysical	geophysical	ADJ
easat-6125	117	2	disasters	disaster	NOUN
easat-6125	117	3	,	,	PUNCT
easat-6125	117	4	represented	represent	VERB
easat-6125	117	5	solely	solely	ADV
easat-6125	117	6	by	by	ADP
easat-6125	117	7	earthquakes	earthquake	NOUN
easat-6125	117	8	with	with	ADP
easat-6125	117	9	2	2	NUM
easat-6125	117	10	%	%	NOUN
easat-6125	117	11	instances	instance	NOUN
easat-6125	117	12	,	,	PUNCT
easat-6125	117	13	appear	appear	VERB
easat-6125	117	14	relatively	relatively	ADV
easat-6125	117	15	infrequent	infrequent	ADJ
easat-6125	117	16	,	,	PUNCT
easat-6125	117	17	indicating	indicate	VERB
easat-6125	117	18	a	a	DET
easat-6125	117	19	lower	low	ADJ
easat-6125	117	20	seismic	seismic	ADJ
easat-6125	117	21	risk	risk	NOUN
easat-6125	117	22	compared	compare	VERB
easat-6125	117	23	to	to	ADP
easat-6125	117	24	other	other	ADJ
easat-6125	117	25	regions	region	NOUN
easat-6125	117	26	.	.	PUNCT
easat-6125	118	1	in	in	ADP
easat-6125	118	2	contrast	contrast	NOUN
easat-6125	118	3	,	,	PUNCT
easat-6125	118	4	hydrological	hydrological	ADJ
easat-6125	118	5	disasters	disaster	NOUN
easat-6125	118	6	,	,	PUNCT
easat-6125	118	7	primarily	primarily	ADV
easat-6125	118	8	floods	flood	NOUN
easat-6125	118	9	with	with	ADP
easat-6125	118	10	45	45	NUM
easat-6125	118	11	%	%	NOUN
easat-6125	118	12	instances	instance	NOUN
easat-6125	118	13	,	,	PUNCT
easat-6125	118	14	underscore	underscore	VERB
easat-6125	118	15	the	the	DET
easat-6125	118	16	country	country	NOUN
easat-6125	118	17	's	's	PART
easat-6125	118	18	susceptibility	susceptibility	NOUN
easat-6125	118	19	to	to	ADP
easat-6125	118	20	water	water	NOUN
easat-6125	118	21	-	-	PUNCT
easat-6125	118	22	related	relate	VERB
easat-6125	118	23	catastrophes	catastrophe	NOUN
easat-6125	118	24	,	,	PUNCT
easat-6125	118	25	particularly	particularly	ADV
easat-6125	118	26	during	during	ADP
easat-6125	118	27	heavy	heavy	ADJ
easat-6125	118	28	rainfall	rainfall	NOUN
easat-6125	118	29	events	event	NOUN
easat-6125	118	30	or	or	CCONJ
easat-6125	118	31	cyclonic	cyclonic	ADJ
easat-6125	118	32	activity	activity	NOUN
easat-6125	118	33	.	.	PUNCT
easat-6125	119	1	meteorological	meteorological	ADJ
easat-6125	119	2	disasters	disaster	NOUN
easat-6125	119	3	,	,	PUNCT
easat-6125	119	4	predominantly	predominantly	ADV
easat-6125	119	5	storms	storm	VERB
easat-6125	119	6	with	with	ADP
easat-6125	119	7	29	29	NUM
easat-6125	119	8	%	%	NOUN
easat-6125	119	9	instances	instance	NOUN
easat-6125	119	10	,	,	PUNCT
easat-6125	119	11	reflect	reflect	VERB
easat-6125	119	12	the	the	DET
easat-6125	119	13	frequent	frequent	ADJ
easat-6125	119	14	occurrence	occurrence	NOUN
easat-6125	119	15	of	of	ADP
easat-6125	119	16	severe	severe	ADJ
easat-6125	119	17	weather	weather	NOUN
easat-6125	119	18	phenomena	phenomenon	NOUN
easat-6125	119	19	such	such	ADJ
easat-6125	119	20	as	as	ADP
easat-6125	119	21	thunderstorms	thunderstorm	NOUN
easat-6125	119	22	and	and	CCONJ
easat-6125	119	23	hailstorms	hailstorm	NOUN
easat-6125	119	24	,	,	PUNCT
easat-6125	119	25	emphasising	emphasise	VERB
easat-6125	119	26	the	the	DET
easat-6125	119	27	importance	importance	NOUN
easat-6125	119	28	of	of	ADP
easat-6125	119	29	robust	robust	ADJ
easat-6125	119	30	preparedness	preparedness	NOUN
easat-6125	119	31	and	and	CCONJ
easat-6125	119	32	response	response	NOUN
easat-6125	119	33	measures	measure	NOUN
easat-6125	119	34	.	.	PUNCT
easat-6125	120	1	these	these	DET
easat-6125	120	2	insights	insight	NOUN
easat-6125	120	3	are	be	AUX
easat-6125	120	4	invaluable	invaluable	ADJ
easat-6125	120	5	for	for	ADP
easat-6125	120	6	policymakers	policymaker	NOUN
easat-6125	120	7	and	and	CCONJ
easat-6125	120	8	disaster	disaster	NOUN
easat-6125	120	9	management	management	NOUN
easat-6125	120	10	authorities	authority	NOUN
easat-6125	120	11	in	in	ADP
easat-6125	120	12	implementing	implement	VERB
easat-6125	120	13	targeted	target	VERB
easat-6125	120	14	strategies	strategy	NOUN
easat-6125	120	15	to	to	PART
easat-6125	120	16	mitigate	mitigate	VERB
easat-6125	120	17	risks	risk	NOUN
easat-6125	120	18	,	,	PUNCT
easat-6125	120	19	enhance	enhance	VERB
easat-6125	120	20	resilience	resilience	NOUN
easat-6125	120	21	,	,	PUNCT
easat-6125	120	22	and	and	CCONJ
easat-6125	120	23	protect	protect	VERB
easat-6125	120	24	lives	life	NOUN
easat-6125	120	25	and	and	CCONJ
easat-6125	120	26	livelihoods	livelihood	NOUN
easat-6125	120	27	across	across	ADP
easat-6125	120	28	south	south	PROPN
easat-6125	120	29	africa	africa	PROPN
easat-6125	120	30	.	.	PUNCT
easat-6125	121	1	table	table	NOUN
easat-6125	121	2	1	1	NUM
easat-6125	121	3	.	.	PUNCT
easat-6125	122	1	the	the	DET
easat-6125	122	2	summary	summary	NOUN
easat-6125	122	3	of	of	ADP
easat-6125	122	4	the	the	DET
easat-6125	122	5	disaster	disaster	NOUN
easat-6125	122	6	subgroup	subgroup	NOUN
easat-6125	122	7	segmented	segment	VERB
easat-6125	122	8	into	into	ADP
easat-6125	122	9	disaster	disaster	NOUN
easat-6125	122	10	types	type	NOUN
easat-6125	122	11	.	.	PUNCT
easat-6125	123	1	disaster	disaster	NOUN
easat-6125	123	2	subgroup	subgroup	PROPN
easat-6125	123	3	total	total	ADJ
easat-6125	123	4	%	%	NOUN
easat-6125	123	5	climatological	climatological	ADJ
easat-6125	123	6	%	%	NOUN
easat-6125	123	7	geophysical	geophysical	ADJ
easat-6125	123	8	%	%	NOUN
easat-6125	123	9	hydrological	hydrological	ADJ
easat-6125	123	10	%	%	NOUN
easat-6125	123	11	meteorological	meteorological	ADJ
easat-6125	123	12	%	%	NOUN
easat-6125	123	13	disaster	disaster	NOUN
easat-6125	123	14	type	type	NOUN
easat-6125	123	15	drought	drought	NOUN
easat-6125	123	16	12	12	NUM
easat-6125	123	17	0	0	NUM
easat-6125	123	18	0	0	NUM
easat-6125	123	19	0	0	NUM
easat-6125	123	20	12	12	NUM
easat-6125	123	21	earthquake	earthquake	NOUN
easat-6125	123	22	0	0	NUM
easat-6125	123	23	2	2	NUM
easat-6125	123	24	0	0	NUM
easat-6125	123	25	0	0	NUM
easat-6125	123	26	2	2	NUM
easat-6125	123	27	extreme	extreme	ADJ
easat-6125	123	28	temperature	temperature	NOUN
easat-6125	123	29	0	0	NUM
easat-6125	123	30	0	0	NUM
easat-6125	123	31	0	0	NUM
easat-6125	123	32	2	2	NUM
easat-6125	123	33	2	2	NUM
easat-6125	123	34	flood	flood	NOUN
easat-6125	123	35	0	0	NUM
easat-6125	123	36	0	0	NUM
easat-6125	123	37	45	45	NUM
easat-6125	123	38	0	0	NUM
easat-6125	123	39	45	45	NUM
easat-6125	123	40	storm	storm	NOUN
easat-6125	123	41	0	0	NUM
easat-6125	123	42	0	0	SYM
easat-6125	123	43	0	0	NUM
easat-6125	123	44	29	29	NUM
easat-6125	123	45	29	29	NUM
easat-6125	123	46	wildfire	wildfire	NOUN
easat-6125	123	47	10	10	NUM
easat-6125	123	48	0	0	NUM
easat-6125	123	49	0	0	NUM
easat-6125	123	50	0	0	NUM
easat-6125	123	51	10	10	NUM
easat-6125	123	52	total	total	NOUN
easat-6125	123	53	22	22	NUM
easat-6125	123	54	2	2	NUM
easat-6125	123	55	45	45	NUM
easat-6125	123	56	31	31	NUM
easat-6125	123	57	100	100	NUM
easat-6125	123	58	table	table	NOUN
easat-6125	123	59	2	2	NUM
easat-6125	123	60	provides	provide	VERB
easat-6125	123	61	a	a	DET
easat-6125	123	62	comprehensive	comprehensive	ADJ
easat-6125	123	63	overview	overview	NOUN
easat-6125	123	64	of	of	ADP
easat-6125	123	65	the	the	DET
easat-6125	123	66	distribution	distribution	NOUN
easat-6125	123	67	of	of	ADP
easat-6125	123	68	different	different	ADJ
easat-6125	123	69	types	type	NOUN
easat-6125	123	70	of	of	ADP
easat-6125	123	71	disasters	disaster	NOUN
easat-6125	123	72	across	across	ADP
easat-6125	123	73	provinces	province	NOUN
easat-6125	123	74	.	.	PUNCT
easat-6125	124	1	it	it	PRON
easat-6125	124	2	shows	show	VERB
easat-6125	124	3	the	the	DET
easat-6125	124	4	percentage	percentage	NOUN
easat-6125	124	5	of	of	ADP
easat-6125	124	6	each	each	DET
easat-6125	124	7	disaster	disaster	NOUN
easat-6125	124	8	type	type	NOUN
easat-6125	124	9	by	by	ADP
easat-6125	124	10	province	province	NOUN
easat-6125	124	11	.	.	PUNCT
easat-6125	125	1	in	in	ADP
easat-6125	125	2	summary	summary	NOUN
easat-6125	125	3	,	,	PUNCT
easat-6125	125	4	floods	flood	NOUN
easat-6125	125	5	are	be	AUX
easat-6125	125	6	the	the	DET
easat-6125	125	7	most	most	ADV
easat-6125	125	8	prevalent	prevalent	ADJ
easat-6125	125	9	disaster	disaster	NOUN
easat-6125	125	10	type	type	NOUN
easat-6125	125	11	,	,	PUNCT
easat-6125	125	12	with	with	ADP
easat-6125	125	13	44.6	44.6	NUM
easat-6125	125	14	%	%	NOUN
easat-6125	125	15	occurrences	occurrence	NOUN
easat-6125	125	16	,	,	PUNCT
easat-6125	125	17	followed	follow	VERB
easat-6125	125	18	by	by	ADP
easat-6125	125	19	storms	storm	NOUN
easat-6125	125	20	with	with	ADP
easat-6125	125	21	29.1	29.1	NUM
easat-6125	125	22	%	%	NOUN
easat-6125	125	23	occurrences	occurrence	NOUN
easat-6125	125	24	.	.	PUNCT
easat-6125	126	1	notably	notably	ADV
easat-6125	126	2	,	,	PUNCT
easat-6125	126	3	kwazulu	kwazulu	PROPN
easat-6125	126	4	-	-	PUNCT
easat-6125	126	5	natal	natal	NOUN
easat-6125	126	6	has	have	VERB
easat-6125	126	7	the	the	DET
easat-6125	126	8	highest	high	ADJ
easat-6125	126	9	number	number	NOUN
easat-6125	126	10	of	of	ADP
easat-6125	126	11	disasters	disaster	NOUN
easat-6125	126	12	overall	overall	ADJ
easat-6125	126	13	,	,	PUNCT
easat-6125	126	14	with	with	ADP
easat-6125	126	15	28.0	28.0	NUM
easat-6125	126	16	%	%	NOUN
easat-6125	126	17	instances	instance	NOUN
easat-6125	126	18	,	,	PUNCT
easat-6125	126	19	primarily	primarily	ADV
easat-6125	126	20	driven	drive	VERB
easat-6125	126	21	by	by	ADP
easat-6125	126	22	floods	flood	NOUN
easat-6125	126	23	(	(	PUNCT
easat-6125	126	24	13.9	13.9	NUM
easat-6125	126	25	%	%	NOUN
easat-6125	126	26	)	)	PUNCT
easat-6125	126	27	and	and	CCONJ
easat-6125	126	28	storms	storm	NOUN
easat-6125	126	29	(	(	PUNCT
easat-6125	126	30	10.2	10.2	NUM
easat-6125	126	31	%	%	NOUN
easat-6125	126	32	)	)	PUNCT
easat-6125	126	33	.	.	PUNCT
easat-6125	127	1	the	the	DET
easat-6125	127	2	eastern	eastern	PROPN
easat-6125	127	3	cape	cape	NOUN
easat-6125	127	4	also	also	ADV
easat-6125	127	5	experienced	experience	VERB
easat-6125	127	6	a	a	DET
easat-6125	127	7	significant	significant	ADJ
easat-6125	127	8	number	number	NOUN
easat-6125	127	9	of	of	ADP
easat-6125	127	10	disasters	disaster	NOUN
easat-6125	127	11	,	,	PUNCT
easat-6125	127	12	particularly	particularly	ADV
easat-6125	127	13	floods	flood	NOUN
easat-6125	127	14	(	(	PUNCT
easat-6125	127	15	5.1	5.1	NUM
easat-6125	127	16	%	%	NOUN
easat-6125	127	17	)	)	PUNCT
easat-6125	127	18	and	and	CCONJ
easat-6125	127	19	storms	storm	NOUN
easat-6125	127	20	(	(	PUNCT
easat-6125	127	21	3.5	3.5	NUM
easat-6125	127	22	)	)	PUNCT
easat-6125	127	23	,	,	PUNCT
easat-6125	127	24	totaling	total	VERB
easat-6125	127	25	12.0	12.0	NUM
easat-6125	127	26	%	%	NOUN
easat-6125	127	27	incidents	incident	NOUN
easat-6125	127	28	.	.	PUNCT
easat-6125	128	1	other	other	ADJ
easat-6125	128	2	provinces	province	NOUN
easat-6125	128	3	like	like	ADP
easat-6125	128	4	the	the	DET
easat-6125	128	5	northern	northern	ADJ
easat-6125	128	6	cape	cape	NOUN
easat-6125	128	7	and	and	CCONJ
easat-6125	128	8	north	north	NOUN
easat-6125	128	9	-	-	PUNCT
easat-6125	128	10	west	west	NOUN
easat-6125	128	11	experienced	experience	VERB
easat-6125	128	12	fewer	few	ADJ
easat-6125	128	13	disasters	disaster	NOUN
easat-6125	128	14	overall	overall	ADV
easat-6125	128	15	,	,	PUNCT
easat-6125	128	16	with	with	ADP
easat-6125	128	17	3.6	3.6	NUM
easat-6125	128	18	%	%	NOUN
easat-6125	128	19	and	and	CCONJ
easat-6125	128	20	7.3	7.3	NUM
easat-6125	128	21	%	%	NOUN
easat-6125	128	22	instances	instance	NOUN
easat-6125	128	23	respectively	respectively	ADV
easat-6125	128	24	.	.	PUNCT
easat-6125	129	1	these	these	DET
easat-6125	129	2	findings	finding	NOUN
easat-6125	129	3	suggest	suggest	VERB
easat-6125	129	4	varying	vary	VERB
easat-6125	129	5	levels	level	NOUN
easat-6125	129	6	of	of	ADP
easat-6125	129	7	vulnerability	vulnerability	NOUN
easat-6125	129	8	to	to	ADP
easat-6125	129	9	different	different	ADJ
easat-6125	129	10	types	type	NOUN
easat-6125	129	11	of	of	ADP
easat-6125	129	12	disasters	disaster	NOUN
easat-6125	129	13	across	across	ADP
easat-6125	129	14	provinces	province	NOUN
easat-6125	129	15	,	,	PUNCT
easat-6125	129	16	underscoring	underscore	VERB
easat-6125	129	17	the	the	DET
easat-6125	129	18	importance	importance	NOUN
easat-6125	129	19	of	of	ADP
easat-6125	129	20	tailored	tailor	VERB
easat-6125	129	21	disaster	disaster	NOUN
easat-6125	129	22	preparedness	preparedness	NOUN
easat-6125	129	23	and	and	CCONJ
easat-6125	129	24	response	response	NOUN
easat-6125	129	25	strategies	strategy	NOUN
easat-6125	129	26	at	at	ADP
easat-6125	129	27	the	the	DET
easat-6125	129	28	provincial	provincial	ADJ
easat-6125	129	29	level	level	NOUN
easat-6125	129	30	.	.	PUNCT
easat-6125	130	1	861	861	NUM
easat-6125	130	2	edelweiss	edelweiss	PROPN
easat-6125	130	3	applied	apply	VERB
easat-6125	130	4	science	science	NOUN
easat-6125	130	5	and	and	CCONJ
easat-6125	130	6	technology	technology	NOUN
easat-6125	130	7	issn	issn	PROPN
easat-6125	130	8	:	:	PUNCT
easat-6125	130	9	2576	2576	NUM
easat-6125	130	10	-	-	SYM
easat-6125	130	11	8484	8484	NUM
easat-6125	130	12	vol	vol	NOUN
easat-6125	130	13	.	.	PROPN
easat-6125	131	1	9	9	NUM
easat-6125	131	2	,	,	PUNCT
easat-6125	131	3	no	no	INTJ
easat-6125	131	4	.	.	NOUN
easat-6125	131	5	4	4	NUM
easat-6125	131	6	:	:	PUNCT
easat-6125	131	7	856	856	NUM
easat-6125	131	8	-	-	SYM
easat-6125	131	9	868	868	NUM
easat-6125	131	10	,	,	PUNCT
easat-6125	131	11	2025	2025	NUM
easat-6125	131	12	doi	doi	NOUN
easat-6125	131	13	:	:	PUNCT
easat-6125	131	14	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	131	15	©	©	PROPN
easat-6125	131	16	2025	2025	NUM
easat-6125	131	17	by	by	ADP
easat-6125	131	18	the	the	DET
easat-6125	131	19	authors	author	NOUN
easat-6125	131	20	;	;	PUNCT
easat-6125	131	21	licensee	licensee	PROPN
easat-6125	131	22	learning	learn	VERB
easat-6125	131	23	gate	gate	NOUN
easat-6125	131	24	table	table	NOUN
easat-6125	131	25	2	2	NUM
easat-6125	131	26	.	.	PUNCT
easat-6125	132	1	the	the	DET
easat-6125	132	2	summary	summary	NOUN
easat-6125	132	3	of	of	ADP
easat-6125	132	4	the	the	DET
easat-6125	132	5	disaster	disaster	NOUN
easat-6125	132	6	type	type	NOUN
easat-6125	132	7	segmented	segment	VERB
easat-6125	132	8	into	into	ADP
easat-6125	132	9	provinces	province	NOUN
easat-6125	132	10	.	.	PUNCT
easat-6125	133	1	disaster	disaster	NOUN
easat-6125	133	2	type	type	NOUN
easat-6125	133	3	total	total	ADJ
easat-6125	133	4	%	%	NOUN
easat-6125	133	5	drought	drought	NOUN
easat-6125	133	6	%	%	NOUN
easat-6125	133	7	earthquake	earthquake	NOUN
easat-6125	133	8	%	%	NOUN
easat-6125	133	9	extreme	extreme	ADJ
easat-6125	133	10	temperature	temperature	NOUN
easat-6125	133	11	%	%	NOUN
easat-6125	133	12	flood	flood	NOUN
easat-6125	133	13	%	%	NOUN
easat-6125	133	14	storm	storm	NOUN
easat-6125	133	15	%	%	NOUN
easat-6125	133	16	wildfire	wildfire	NOUN
easat-6125	133	17	%	%	NOUN
easat-6125	133	18	province	province	NOUN
easat-6125	133	19	all	all	DET
easat-6125	133	20	provinces	province	NOUN
easat-6125	133	21	0	0	NUM
easat-6125	133	22	0	0	NUM
easat-6125	133	23	0	0	NUM
easat-6125	133	24	0.7	0.7	NUM
easat-6125	133	25	0	0	NUM
easat-6125	133	26	0	0	NUM
easat-6125	133	27	0.7	0.7	NUM
easat-6125	133	28	cape	cape	NOUN
easat-6125	133	29	town	town	NOUN
easat-6125	133	30	0	0	NUM
easat-6125	133	31	0	0	NUM
easat-6125	133	32	0	0	NUM
easat-6125	133	33	0.7	0.7	NUM
easat-6125	133	34	0	0	NUM
easat-6125	133	35	0	0	NUM
easat-6125	133	36	0.7	0.7	NUM
easat-6125	133	37	eastern	eastern	ADJ
easat-6125	133	38	cape	cape	NOUN
easat-6125	133	39	1.5	1.5	NUM
easat-6125	133	40	0	0	NUM
easat-6125	133	41	0.7	0.7	NUM
easat-6125	133	42	5.1	5.1	NUM
easat-6125	133	43	3.6	3.6	NUM
easat-6125	133	44	1.5	1.5	NUM
easat-6125	133	45	12.0	12.0	NUM
easat-6125	133	46	free	free	ADJ
easat-6125	133	47	state	state	NOUN
easat-6125	133	48	1.5	1.5	NUM
easat-6125	133	49	0	0	NUM
easat-6125	133	50	0	0	NUM
easat-6125	133	51	0.7	0.7	NUM
easat-6125	133	52	2.2	2.2	NUM
easat-6125	133	53	1.5	1.5	NUM
easat-6125	133	54	5.8	5.8	NUM
easat-6125	133	55	gauteng	gauteng	NOUN
easat-6125	133	56	1.5	1.5	NUM
easat-6125	133	57	0	0	NUM
easat-6125	133	58	0.7	0.7	NUM
easat-6125	133	59	5.1	5.1	NUM
easat-6125	133	60	3.6	3.6	NUM
easat-6125	133	61	0.7	0.7	NUM
easat-6125	133	62	12.0	12.0	NUM
easat-6125	133	63	kwazulu	kwazulu	PROPN
easat-6125	133	64	-	-	PUNCT
easat-6125	133	65	natal	natal	ADJ
easat-6125	133	66	0.7	0.7	NUM
easat-6125	133	67	0	0	NUM
easat-6125	133	68	0	0	NUM
easat-6125	133	69	13.9	13.9	NUM
easat-6125	133	70	10.2	10.2	NUM
easat-6125	133	71	2.2	2.2	NUM
easat-6125	133	72	28.0	28.0	NUM
easat-6125	133	73	limpopo	limpopo	PROPN
easat-6125	133	74	1.5	1.5	NUM
easat-6125	133	75	0	0	NUM
easat-6125	133	76	0	0	NUM
easat-6125	133	77	2.9	2.9	NUM
easat-6125	133	78	2.9	2.9	NUM
easat-6125	133	79	1.5	1.5	NUM
easat-6125	133	80	9.0	9.0	NUM
easat-6125	133	81	mpumalanga	mpumalanga	NOUN
easat-6125	133	82	1.5	1.5	NUM
easat-6125	133	83	0	0	NUM
easat-6125	133	84	0	0	NUM
easat-6125	133	85	3.6	3.6	NUM
easat-6125	133	86	2.2	2.2	NUM
easat-6125	133	87	1.5	1.5	NUM
easat-6125	133	88	9.0	9.0	NUM
easat-6125	133	89	north	north	NOUN
easat-6125	133	90	-	-	PUNCT
easat-6125	133	91	west	west	NOUN
easat-6125	133	92	1.5	1.5	NUM
easat-6125	133	93	1.5	1.5	NUM
easat-6125	133	94	0.7	0.7	NUM
easat-6125	133	95	2.9	2.9	NUM
easat-6125	133	96	0.7	0.7	NUM
easat-6125	133	97	0	0	NUM
easat-6125	133	98	7.3	7.3	NUM
easat-6125	133	99	northern	northern	ADJ
easat-6125	133	100	cape	cape	NOUN
easat-6125	133	101	1.5	1.5	NUM
easat-6125	133	102	0	0	SYM
easat-6125	133	103	0	0	NUM
easat-6125	133	104	1.5	1.5	NUM
easat-6125	133	105	0.7	0.7	NUM
easat-6125	133	106	0	0	NUM
easat-6125	133	107	3.6	3.6	NUM
easat-6125	133	108	western	western	ADJ
easat-6125	133	109	cape	cape	NOUN
easat-6125	133	110	1.5	1.5	NUM
easat-6125	133	111	0	0	SYM
easat-6125	133	112	0	0	NUM
easat-6125	133	113	5.8	5.8	NUM
easat-6125	133	114	3.0	3.0	NUM
easat-6125	133	115	1.5	1.5	NUM
easat-6125	133	116	12.0	12.0	NUM
easat-6125	133	117	total	total	NOUN
easat-6125	133	118	12.7	12.7	NUM
easat-6125	133	119	1.5	1.5	NUM
easat-6125	133	120	2.1	2.1	NUM
easat-6125	133	121	44.6	44.6	NUM
easat-6125	133	122	29.1	29.1	NUM
easat-6125	133	123	10.2	10.2	NUM
easat-6125	133	124	100	100	NUM
easat-6125	133	125	table	table	NOUN
easat-6125	133	126	3	3	NUM
easat-6125	133	127	sheds	shed	NOUN
easat-6125	133	128	light	light	NOUN
easat-6125	133	129	on	on	ADP
easat-6125	133	130	the	the	DET
easat-6125	133	131	distribution	distribution	NOUN
easat-6125	133	132	of	of	ADP
easat-6125	133	133	disaster	disaster	NOUN
easat-6125	133	134	subgroups	subgroup	NOUN
easat-6125	133	135	across	across	ADP
easat-6125	133	136	south	south	ADJ
easat-6125	133	137	african	african	ADJ
easat-6125	133	138	provinces	province	NOUN
easat-6125	133	139	,	,	PUNCT
easat-6125	133	140	highlighting	highlight	VERB
easat-6125	133	141	both	both	CCONJ
easat-6125	133	142	commonalities	commonality	NOUN
easat-6125	133	143	and	and	CCONJ
easat-6125	133	144	disparities	disparity	NOUN
easat-6125	133	145	in	in	ADP
easat-6125	133	146	vulnerability	vulnerability	NOUN
easat-6125	133	147	.	.	PUNCT
easat-6125	134	1	overally	overally	ADV
easat-6125	134	2	,	,	PUNCT
easat-6125	134	3	the	the	DET
easat-6125	134	4	data	datum	NOUN
easat-6125	134	5	reveals	reveal	VERB
easat-6125	134	6	a	a	DET
easat-6125	134	7	diverse	diverse	ADJ
easat-6125	134	8	spectrum	spectrum	NOUN
easat-6125	134	9	of	of	ADP
easat-6125	134	10	disasters	disaster	NOUN
easat-6125	134	11	impacting	impact	VERB
easat-6125	134	12	the	the	DET
easat-6125	134	13	nation	nation	NOUN
easat-6125	134	14	,	,	PUNCT
easat-6125	134	15	with	with	ADP
easat-6125	134	16	climatological	climatological	ADJ
easat-6125	134	17	,	,	PUNCT
easat-6125	134	18	hydrological	hydrological	ADJ
easat-6125	134	19	,	,	PUNCT
easat-6125	134	20	and	and	CCONJ
easat-6125	134	21	meteorological	meteorological	ADJ
easat-6125	134	22	events	event	NOUN
easat-6125	134	23	being	be	AUX
easat-6125	134	24	the	the	DET
easat-6125	134	25	most	most	ADV
easat-6125	134	26	prevalent	prevalent	ADJ
easat-6125	134	27	.	.	PUNCT
easat-6125	135	1	kwazulu	kwazulu	VERB
easat-6125	135	2	-	-	PUNCT
easat-6125	135	3	natal	natal	ADJ
easat-6125	135	4	emerges	emerge	NOUN
easat-6125	135	5	as	as	ADP
easat-6125	135	6	a	a	DET
easat-6125	135	7	particularly	particularly	ADV
easat-6125	135	8	susceptible	susceptible	ADJ
easat-6125	135	9	region	region	NOUN
easat-6125	135	10	,	,	PUNCT
easat-6125	135	11	experiencing	experience	VERB
easat-6125	135	12	a	a	DET
easat-6125	135	13	high	high	ADJ
easat-6125	135	14	frequency	frequency	NOUN
easat-6125	135	15	of	of	ADP
easat-6125	135	16	disasters	disaster	NOUN
easat-6125	135	17	across	across	ADP
easat-6125	135	18	multiple	multiple	ADJ
easat-6125	135	19	subgroups	subgroup	NOUN
easat-6125	135	20	,	,	PUNCT
easat-6125	135	21	notably	notably	ADV
easat-6125	135	22	hydrological	hydrological	ADJ
easat-6125	135	23	and	and	CCONJ
easat-6125	135	24	meteorological	meteorological	ADJ
easat-6125	135	25	events	event	NOUN
easat-6125	135	26	.	.	PUNCT
easat-6125	136	1	geophysical	geophysical	ADJ
easat-6125	136	2	disasters	disaster	NOUN
easat-6125	136	3	are	be	AUX
easat-6125	136	4	relatively	relatively	ADV
easat-6125	136	5	rare	rare	ADJ
easat-6125	136	6	,	,	PUNCT
easat-6125	136	7	occurring	occur	VERB
easat-6125	136	8	primarily	primarily	ADV
easat-6125	136	9	in	in	ADP
easat-6125	136	10	the	the	DET
easat-6125	136	11	north	north	NOUN
easat-6125	136	12	-	-	PUNCT
easat-6125	136	13	west	west	PROPN
easat-6125	136	14	and	and	CCONJ
easat-6125	136	15	northern	northern	ADJ
easat-6125	136	16	cape	cape	NOUN
easat-6125	136	17	provinces	province	NOUN
easat-6125	136	18	.	.	PUNCT
easat-6125	137	1	these	these	DET
easat-6125	137	2	findings	finding	NOUN
easat-6125	137	3	underscore	underscore	VERB
easat-6125	137	4	the	the	DET
easat-6125	137	5	importance	importance	NOUN
easat-6125	137	6	of	of	ADP
easat-6125	137	7	targeted	target	VERB
easat-6125	137	8	disaster	disaster	NOUN
easat-6125	137	9	preparedness	preparedness	NOUN
easat-6125	137	10	and	and	CCONJ
easat-6125	137	11	response	response	NOUN
easat-6125	137	12	efforts	effort	NOUN
easat-6125	137	13	tailored	tailor	VERB
easat-6125	137	14	to	to	ADP
easat-6125	137	15	the	the	DET
easat-6125	137	16	specific	specific	ADJ
easat-6125	137	17	risks	risk	NOUN
easat-6125	137	18	faced	face	VERB
easat-6125	137	19	by	by	ADP
easat-6125	137	20	each	each	DET
easat-6125	137	21	province	province	NOUN
easat-6125	137	22	.	.	PUNCT
easat-6125	138	1	by	by	ADP
easat-6125	138	2	understanding	understand	VERB
easat-6125	138	3	the	the	DET
easat-6125	138	4	unique	unique	ADJ
easat-6125	138	5	patterns	pattern	NOUN
easat-6125	138	6	of	of	ADP
easat-6125	138	7	disaster	disaster	NOUN
easat-6125	138	8	occurrence	occurrence	NOUN
easat-6125	138	9	,	,	PUNCT
easat-6125	138	10	authorities	authority	NOUN
easat-6125	138	11	can	can	AUX
easat-6125	138	12	implement	implement	VERB
easat-6125	138	13	more	more	ADV
easat-6125	138	14	effective	effective	ADJ
easat-6125	138	15	mitigation	mitigation	NOUN
easat-6125	138	16	strategies	strategy	NOUN
easat-6125	138	17	and	and	CCONJ
easat-6125	138	18	enhance	enhance	VERB
easat-6125	138	19	resilience	resilience	NOUN
easat-6125	138	20	to	to	ADP
easat-6125	138	21	future	future	ADJ
easat-6125	138	22	events	event	NOUN
easat-6125	138	23	,	,	PUNCT
easat-6125	138	24	ultimately	ultimately	ADV
easat-6125	138	25	safeguarding	safeguard	VERB
easat-6125	138	26	communities	community	NOUN
easat-6125	138	27	and	and	CCONJ
easat-6125	138	28	infrastructure	infrastructure	NOUN
easat-6125	138	29	across	across	ADP
easat-6125	138	30	the	the	DET
easat-6125	138	31	country	country	NOUN
easat-6125	138	32	.	.	PUNCT
easat-6125	139	1	table	table	NOUN
easat-6125	139	2	3	3	NUM
easat-6125	139	3	.	.	PUNCT
easat-6125	140	1	the	the	DET
easat-6125	140	2	summary	summary	NOUN
easat-6125	140	3	of	of	ADP
easat-6125	140	4	the	the	DET
easat-6125	140	5	disaster	disaster	NOUN
easat-6125	140	6	subgroup	subgroup	NOUN
easat-6125	140	7	segmented	segment	VERB
easat-6125	140	8	into	into	ADP
easat-6125	140	9	provinces	province	NOUN
easat-6125	140	10	.	.	PUNCT
easat-6125	141	1	disaster	disaster	NOUN
easat-6125	141	2	subgroup	subgroup	PROPN
easat-6125	141	3	total	total	ADJ
easat-6125	141	4	%	%	NOUN
easat-6125	141	5	climatological	climatological	ADJ
easat-6125	141	6	%	%	NOUN
easat-6125	141	7	geophysical	geophysical	ADJ
easat-6125	141	8	%	%	NOUN
easat-6125	141	9	hydrological	hydrological	ADJ
easat-6125	141	10	%	%	NOUN
easat-6125	141	11	meteorological	meteorological	ADJ
easat-6125	141	12	%	%	NOUN
easat-6125	141	13	province	province	NOUN
easat-6125	141	14	all	all	DET
easat-6125	141	15	provinces	province	NOUN
easat-6125	141	16	0	0	NUM
easat-6125	141	17	0	0	NUM
easat-6125	141	18	0.7	0.7	NUM
easat-6125	141	19	0	0	NUM
easat-6125	141	20	0.7	0.7	NUM
easat-6125	141	21	cape	cape	NOUN
easat-6125	141	22	town	town	NOUN
easat-6125	141	23	0	0	NUM
easat-6125	141	24	0	0	NUM
easat-6125	141	25	0.7	0.7	NUM
easat-6125	141	26	0	0	NUM
easat-6125	141	27	0.7	0.7	NUM
easat-6125	141	28	eastern	eastern	ADJ
easat-6125	141	29	cape	cape	NOUN
easat-6125	141	30	2.9	2.9	NUM
easat-6125	141	31	0	0	NUM
easat-6125	141	32	5.1	5.1	NUM
easat-6125	141	33	4.3	4.3	NUM
easat-6125	141	34	12.4	12.4	NUM
easat-6125	141	35	free	free	ADJ
easat-6125	141	36	state	state	NOUN
easat-6125	141	37	2.9	2.9	NUM
easat-6125	141	38	0	0	NUM
easat-6125	141	39	0.7	0.7	NUM
easat-6125	141	40	2.1	2.1	NUM
easat-6125	141	41	5.8	5.8	NUM
easat-6125	141	42	gauteng	gauteng	NOUN
easat-6125	141	43	1.5	1.5	NUM
easat-6125	141	44	0	0	NUM
easat-6125	141	45	6.6	6.6	NUM
easat-6125	141	46	4.4	4.4	NUM
easat-6125	141	47	12.4	12.4	NUM
easat-6125	141	48	kwazulu	kwazulu	VERB
easat-6125	141	49	-	-	PUNCT
easat-6125	141	50	natal	natal	ADJ
easat-6125	141	51	3.6	3.6	NUM
easat-6125	141	52	0	0	NUM
easat-6125	141	53	13.9	13.9	NUM
easat-6125	141	54	10.2	10.2	NUM
easat-6125	141	55	27.7	27.7	NUM
easat-6125	141	56	limpopo	limpopo	NOUN
easat-6125	141	57	2.9	2.9	NUM
easat-6125	141	58	0	0	NUM
easat-6125	141	59	2.9	2.9	NUM
easat-6125	141	60	2.9	2.9	NUM
easat-6125	141	61	8.8	8.8	NUM
easat-6125	141	62	mpumalanga	mpumalanga	NOUN
easat-6125	141	63	2.9	2.9	NUM
easat-6125	141	64	0	0	NUM
easat-6125	141	65	3.6	3.6	NUM
easat-6125	141	66	2.2	2.2	NUM
easat-6125	141	67	8.8	8.8	NUM
easat-6125	141	68	north	north	NOUN
easat-6125	141	69	-	-	PUNCT
easat-6125	141	70	west	west	NOUN
easat-6125	141	71	1.5	1.5	NUM
easat-6125	141	72	1.5	1.5	NUM
easat-6125	141	73	2.9	2.9	NUM
easat-6125	141	74	1.5	1.5	NUM
easat-6125	141	75	7.3	7.3	NUM
easat-6125	141	76	northern	northern	ADJ
easat-6125	141	77	cape	cape	NOUN
easat-6125	141	78	1.5	1.5	NUM
easat-6125	141	79	0	0	NUM
easat-6125	141	80	1.5	1.5	NUM
easat-6125	141	81	0.7	0.7	NUM
easat-6125	141	82	3.6	3.6	NUM
easat-6125	141	83	western	western	ADJ
easat-6125	141	84	cape	cape	NOUN
easat-6125	141	85	2.9	2.9	NUM
easat-6125	141	86	0	0	NUM
easat-6125	141	87	5.8	5.8	NUM
easat-6125	141	88	2.9	2.9	NUM
easat-6125	141	89	11.7	11.7	NUM
easat-6125	141	90	total	total	NOUN
easat-6125	141	91	22.6	22.6	NUM
easat-6125	141	92	1.5	1.5	NUM
easat-6125	141	93	44.5	44.5	NUM
easat-6125	141	94	31.4	31.4	NUM
easat-6125	141	95	100	100	NUM
easat-6125	141	96	table	table	NOUN
easat-6125	141	97	4	4	NUM
easat-6125	141	98	delves	delf	NOUN
easat-6125	141	99	into	into	ADP
easat-6125	141	100	the	the	DET
easat-6125	141	101	intricate	intricate	ADJ
easat-6125	141	102	landscape	landscape	NOUN
easat-6125	141	103	of	of	ADP
easat-6125	141	104	disaster	disaster	NOUN
easat-6125	141	105	occurrences	occurrence	NOUN
easat-6125	141	106	in	in	ADP
easat-6125	141	107	south	south	PROPN
easat-6125	141	108	africa	africa	PROPN
easat-6125	141	109	,	,	PUNCT
easat-6125	141	110	offering	offer	VERB
easat-6125	141	111	a	a	DET
easat-6125	141	112	granular	granular	ADJ
easat-6125	141	113	analysis	analysis	NOUN
easat-6125	141	114	of	of	ADP
easat-6125	141	115	various	various	ADJ
easat-6125	141	116	disaster	disaster	NOUN
easat-6125	141	117	subtypes	subtype	NOUN
easat-6125	141	118	within	within	ADP
easat-6125	141	119	distinct	distinct	ADJ
easat-6125	141	120	disaster	disaster	NOUN
easat-6125	141	121	subgroups	subgroup	NOUN
easat-6125	141	122	.	.	PUNCT
easat-6125	142	1	across	across	ADP
easat-6125	142	2	the	the	DET
easat-6125	142	3	nation	nation	NOUN
easat-6125	142	4	,	,	PUNCT
easat-6125	142	5	a	a	DET
easat-6125	142	6	diverse	diverse	ADJ
easat-6125	142	7	array	array	NOUN
easat-6125	142	8	of	of	ADP
easat-6125	142	9	disasters	disaster	NOUN
easat-6125	142	10	has	have	AUX
easat-6125	142	11	been	be	AUX
easat-6125	142	12	recorded	record	VERB
easat-6125	142	13	,	,	PUNCT
easat-6125	142	14	with	with	ADP
easat-6125	142	15	climatological	climatological	ADJ
easat-6125	142	16	,	,	PUNCT
easat-6125	142	17	hydrological	hydrological	ADJ
easat-6125	142	18	,	,	PUNCT
easat-6125	142	19	and	and	CCONJ
easat-6125	142	20	meteorological	meteorological	ADJ
easat-6125	142	21	events	event	NOUN
easat-6125	142	22	standing	stand	VERB
easat-6125	142	23	out	out	ADP
easat-6125	142	24	as	as	ADP
easat-6125	142	25	primary	primary	ADJ
easat-6125	142	26	categories	category	NOUN
easat-6125	142	27	.	.	PUNCT
easat-6125	143	1	notably	notably	ADV
easat-6125	143	2	,	,	PUNCT
easat-6125	143	3	droughts	drought	NOUN
easat-6125	143	4	dominate	dominate	VERB
easat-6125	143	5	the	the	DET
easat-6125	143	6	climatological	climatological	ADJ
easat-6125	143	7	subgroup	subgroup	NOUN
easat-6125	143	8	,	,	PUNCT
easat-6125	143	9	highlighting	highlight	VERB
easat-6125	143	10	the	the	DET
easat-6125	143	11	significant	significant	ADJ
easat-6125	143	12	impact	impact	NOUN
easat-6125	143	13	of	of	ADP
easat-6125	143	14	prolonged	prolonged	ADJ
easat-6125	143	15	periods	period	NOUN
easat-6125	143	16	of	of	ADP
easat-6125	143	17	aridity	aridity	NOUN
easat-6125	143	18	on	on	ADP
easat-6125	143	19	the	the	DET
easat-6125	143	20	country	country	NOUN
easat-6125	143	21	's	's	PART
easat-6125	143	22	landscapes	landscape	NOUN
easat-6125	143	23	and	and	CCONJ
easat-6125	143	24	communities	community	NOUN
easat-6125	143	25	.	.	PUNCT
easat-6125	144	1	additionally	additionally	ADV
easat-6125	144	2	,	,	PUNCT
easat-6125	144	3	hydrological	hydrological	ADJ
easat-6125	144	4	disasters	disaster	NOUN
easat-6125	144	5	,	,	PUNCT
easat-6125	144	6	particularly	particularly	ADV
easat-6125	144	7	riverine	riverine	NOUN
easat-6125	144	8	floods	flood	NOUN
easat-6125	144	9	,	,	PUNCT
easat-6125	144	10	and	and	CCONJ
easat-6125	144	11	flash	flash	NOUN
easat-6125	144	12	floods	flood	NOUN
easat-6125	144	13	,	,	PUNCT
easat-6125	144	14	underscore	underscore	VERB
easat-6125	144	15	the	the	DET
easat-6125	144	16	vulnerability	vulnerability	NOUN
easat-6125	144	17	of	of	ADP
easat-6125	144	18	south	south	PROPN
easat-6125	144	19	africa	africa	PROPN
easat-6125	144	20	to	to	ADP
easat-6125	144	21	water	water	NOUN
easat-6125	144	22	-	-	PUNCT
easat-6125	144	23	related	relate	VERB
easat-6125	144	24	catastrophes	catastrophe	NOUN
easat-6125	144	25	,	,	PUNCT
easat-6125	144	26	with	with	ADP
easat-6125	144	27	a	a	DET
easat-6125	144	28	total	total	NOUN
easat-6125	144	29	of	of	ADP
easat-6125	144	30	44.5	44.5	NUM
easat-6125	144	31	%	%	NOUN
easat-6125	144	32	862	862	NUM
easat-6125	144	33	edelweiss	edelweiss	PROPN
easat-6125	144	34	applied	apply	VERB
easat-6125	144	35	science	science	NOUN
easat-6125	144	36	and	and	CCONJ
easat-6125	144	37	technology	technology	NOUN
easat-6125	144	38	issn	issn	PROPN
easat-6125	144	39	:	:	PUNCT
easat-6125	144	40	2576	2576	NUM
easat-6125	144	41	-	-	SYM
easat-6125	144	42	8484	8484	NUM
easat-6125	144	43	vol	vol	NOUN
easat-6125	144	44	.	.	PROPN
easat-6125	145	1	9	9	NUM
easat-6125	145	2	,	,	PUNCT
easat-6125	145	3	no	no	INTJ
easat-6125	145	4	.	.	NOUN
easat-6125	145	5	4	4	NUM
easat-6125	145	6	:	:	PUNCT
easat-6125	145	7	856	856	NUM
easat-6125	145	8	-	-	SYM
easat-6125	145	9	868	868	NUM
easat-6125	145	10	,	,	PUNCT
easat-6125	145	11	2025	2025	NUM
easat-6125	145	12	doi	doi	NOUN
easat-6125	145	13	:	:	PUNCT
easat-6125	145	14	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	145	15	©	©	PROPN
easat-6125	145	16	2025	2025	NUM
easat-6125	145	17	by	by	ADP
easat-6125	145	18	the	the	DET
easat-6125	145	19	authors	author	NOUN
easat-6125	145	20	;	;	PUNCT
easat-6125	145	21	licensee	licensee	PROPN
easat-6125	145	22	learning	learn	VERB
easat-6125	145	23	gate	gate	NOUN
easat-6125	145	24	instances	instance	NOUN
easat-6125	145	25	reported	report	VERB
easat-6125	145	26	.	.	PUNCT
easat-6125	146	1	these	these	DET
easat-6125	146	2	findings	finding	NOUN
easat-6125	146	3	emphasise	emphasise	VERB
easat-6125	146	4	the	the	DET
easat-6125	146	5	importance	importance	NOUN
easat-6125	146	6	of	of	ADP
easat-6125	146	7	proactive	proactive	ADJ
easat-6125	146	8	measures	measure	NOUN
easat-6125	146	9	to	to	PART
easat-6125	146	10	manage	manage	VERB
easat-6125	146	11	water	water	NOUN
easat-6125	146	12	resources	resource	NOUN
easat-6125	146	13	and	and	CCONJ
easat-6125	146	14	mitigate	mitigate	VERB
easat-6125	146	15	flood	flood	NOUN
easat-6125	146	16	risks	risk	NOUN
easat-6125	146	17	,	,	PUNCT
easat-6125	146	18	especially	especially	ADV
easat-6125	146	19	in	in	ADP
easat-6125	146	20	provinces	province	NOUN
easat-6125	146	21	prone	prone	ADJ
easat-6125	146	22	to	to	ADP
easat-6125	146	23	such	such	ADJ
easat-6125	146	24	events	event	NOUN
easat-6125	146	25	.	.	PUNCT
easat-6125	147	1	within	within	ADP
easat-6125	147	2	the	the	DET
easat-6125	147	3	meteorological	meteorological	ADJ
easat-6125	147	4	subgroup	subgroup	NOUN
easat-6125	147	5	,	,	PUNCT
easat-6125	147	6	lightning	lightning	NOUN
easat-6125	147	7	/	/	SYM
easat-6125	147	8	thunderstorms	thunderstorm	NOUN
easat-6125	147	9	emerge	emerge	VERB
easat-6125	147	10	as	as	ADP
easat-6125	147	11	a	a	DET
easat-6125	147	12	prominent	prominent	ADJ
easat-6125	147	13	concern	concern	NOUN
easat-6125	147	14	,	,	PUNCT
easat-6125	147	15	with	with	SCONJ
easat-6125	147	16	10.5	10.5	NUM
easat-6125	147	17	%	%	NOUN
easat-6125	147	18	instances	instance	NOUN
easat-6125	147	19	recorded	record	VERB
easat-6125	147	20	.	.	PUNCT
easat-6125	148	1	these	these	DET
easat-6125	148	2	events	event	NOUN
easat-6125	148	3	pose	pose	VERB
easat-6125	148	4	immediate	immediate	ADJ
easat-6125	148	5	threats	threat	NOUN
easat-6125	148	6	to	to	ADP
easat-6125	148	7	both	both	CCONJ
easat-6125	148	8	infrastructure	infrastructure	NOUN
easat-6125	148	9	and	and	CCONJ
easat-6125	148	10	public	public	ADJ
easat-6125	148	11	safety	safety	NOUN
easat-6125	148	12	,	,	PUNCT
easat-6125	148	13	necessitating	necessitate	VERB
easat-6125	148	14	robust	robust	ADJ
easat-6125	148	15	preparedness	preparedness	NOUN
easat-6125	148	16	and	and	CCONJ
easat-6125	148	17	response	response	NOUN
easat-6125	148	18	mechanisms	mechanism	NOUN
easat-6125	148	19	to	to	PART
easat-6125	148	20	minimise	minimise	VERB
easat-6125	148	21	their	their	PRON
easat-6125	148	22	adverse	adverse	ADJ
easat-6125	148	23	effects	effect	NOUN
easat-6125	148	24	.	.	PUNCT
easat-6125	149	1	moreover	moreover	ADV
easat-6125	149	2	,	,	PUNCT
easat-6125	149	3	the	the	DET
easat-6125	149	4	occurrence	occurrence	NOUN
easat-6125	149	5	of	of	ADP
easat-6125	149	6	severe	severe	ADJ
easat-6125	149	7	weather	weather	NOUN
easat-6125	149	8	and	and	CCONJ
easat-6125	149	9	tropical	tropical	ADJ
easat-6125	149	10	cyclones	cyclone	NOUN
easat-6125	149	11	,	,	PUNCT
easat-6125	149	12	reported	report	VERB
easat-6125	149	13	with	with	ADP
easat-6125	149	14	8.0	8.0	NUM
easat-6125	149	15	%	%	NOUN
easat-6125	149	16	and	and	CCONJ
easat-6125	149	17	3.6	3.6	NUM
easat-6125	149	18	%	%	NOUN
easat-6125	149	19	instances	instance	NOUN
easat-6125	149	20	,	,	PUNCT
easat-6125	149	21	respectively	respectively	ADV
easat-6125	149	22	,	,	PUNCT
easat-6125	149	23	highlights	highlight	VERB
easat-6125	149	24	the	the	DET
easat-6125	149	25	dynamic	dynamic	ADJ
easat-6125	149	26	and	and	CCONJ
easat-6125	149	27	unpredictable	unpredictable	ADJ
easat-6125	149	28	nature	nature	NOUN
easat-6125	149	29	of	of	ADP
easat-6125	149	30	meteorological	meteorological	ADJ
easat-6125	149	31	phenomena	phenomenon	NOUN
easat-6125	149	32	in	in	ADP
easat-6125	149	33	south	south	PROPN
easat-6125	149	34	africa	africa	PROPN
easat-6125	149	35	.	.	PUNCT
easat-6125	150	1	addressing	address	VERB
easat-6125	150	2	these	these	DET
easat-6125	150	3	challenges	challenge	NOUN
easat-6125	150	4	requires	require	VERB
easat-6125	150	5	a	a	DET
easat-6125	150	6	comprehensive	comprehensive	ADJ
easat-6125	150	7	approach	approach	NOUN
easat-6125	150	8	that	that	PRON
easat-6125	150	9	integrates	integrate	VERB
easat-6125	150	10	early	early	ADJ
easat-6125	150	11	warning	warning	NOUN
easat-6125	150	12	systems	system	NOUN
easat-6125	150	13	,	,	PUNCT
easat-6125	150	14	community	community	NOUN
easat-6125	150	15	education	education	NOUN
easat-6125	150	16	,	,	PUNCT
easat-6125	150	17	and	and	CCONJ
easat-6125	150	18	infrastructure	infrastructure	NOUN
easat-6125	150	19	resilience	resilience	NOUN
easat-6125	150	20	measures	measure	NOUN
easat-6125	150	21	to	to	PART
easat-6125	150	22	enhance	enhance	VERB
easat-6125	150	23	the	the	DET
easat-6125	150	24	country	country	NOUN
easat-6125	150	25	's	's	PART
easat-6125	150	26	ability	ability	NOUN
easat-6125	150	27	to	to	PART
easat-6125	150	28	withstand	withstand	VERB
easat-6125	150	29	and	and	CCONJ
easat-6125	150	30	recover	recover	VERB
easat-6125	150	31	from	from	ADP
easat-6125	150	32	meteorological	meteorological	ADJ
easat-6125	150	33	disasters	disaster	NOUN
easat-6125	150	34	.	.	PUNCT
easat-6125	151	1	by	by	ADP
easat-6125	151	2	leveraging	leverage	VERB
easat-6125	151	3	these	these	DET
easat-6125	151	4	insights	insight	NOUN
easat-6125	151	5	,	,	PUNCT
easat-6125	151	6	policymakers	policymaker	NOUN
easat-6125	151	7	and	and	CCONJ
easat-6125	151	8	disaster	disaster	NOUN
easat-6125	151	9	management	management	NOUN
easat-6125	151	10	authorities	authority	NOUN
easat-6125	151	11	can	can	AUX
easat-6125	151	12	develop	develop	VERB
easat-6125	151	13	targeted	target	VERB
easat-6125	151	14	strategies	strategy	NOUN
easat-6125	151	15	to	to	PART
easat-6125	151	16	build	build	VERB
easat-6125	151	17	resilience	resilience	NOUN
easat-6125	151	18	and	and	CCONJ
easat-6125	151	19	safeguard	safeguard	NOUN
easat-6125	151	20	lives	life	NOUN
easat-6125	151	21	and	and	CCONJ
easat-6125	151	22	livelihoods	livelihood	NOUN
easat-6125	151	23	against	against	ADP
easat-6125	151	24	the	the	DET
easat-6125	151	25	diverse	diverse	ADJ
easat-6125	151	26	range	range	NOUN
easat-6125	151	27	of	of	ADP
easat-6125	151	28	disaster	disaster	NOUN
easat-6125	151	29	subtypes	subtype	NOUN
easat-6125	151	30	encountered	encounter	VERB
easat-6125	151	31	across	across	ADP
easat-6125	151	32	the	the	DET
easat-6125	151	33	nation	nation	NOUN
easat-6125	151	34	.	.	PUNCT
easat-6125	152	1	table	table	NOUN
easat-6125	152	2	4	4	NUM
easat-6125	152	3	.	.	PUNCT
easat-6125	153	1	the	the	DET
easat-6125	153	2	summary	summary	NOUN
easat-6125	153	3	of	of	ADP
easat-6125	153	4	the	the	DET
easat-6125	153	5	disaster	disaster	NOUN
easat-6125	153	6	subgroup	subgroup	NOUN
easat-6125	153	7	segmented	segment	VERB
easat-6125	153	8	into	into	ADP
easat-6125	153	9	disaster	disaster	NOUN
easat-6125	153	10	subtypes	subtype	NOUN
easat-6125	153	11	.	.	PUNCT
easat-6125	154	1	disaster	disaster	NOUN
easat-6125	154	2	subgroup	subgroup	PROPN
easat-6125	154	3	total	total	ADJ
easat-6125	154	4	climatological	climatological	ADJ
easat-6125	154	5	geophysical	geophysical	ADJ
easat-6125	154	6	hydrological	hydrological	ADJ
easat-6125	154	7	meteorological	meteorological	ADJ
easat-6125	154	8	disaster	disaster	NOUN
easat-6125	154	9	subtype	subtype	NOUN
easat-6125	154	10	blizzard	blizzard	NOUN
easat-6125	154	11	/	/	SYM
easat-6125	154	12	winter	winter	NOUN
easat-6125	154	13	storm	storm	NOUN
easat-6125	154	14	0	0	NUM
easat-6125	154	15	0	0	SYM
easat-6125	154	16	0	0	NUM
easat-6125	154	17	1.5	1.5	NUM
easat-6125	154	18	1.5	1.5	NUM
easat-6125	154	19	cold	cold	ADJ
easat-6125	154	20	wave	wave	NOUN
easat-6125	154	21	0	0	NUM
easat-6125	154	22	0	0	NUM
easat-6125	154	23	0	0	NUM
easat-6125	154	24	1.5	1.5	NUM
easat-6125	154	25	1.5	1.5	NUM
easat-6125	154	26	drought	drought	NOUN
easat-6125	154	27	12.4	12.4	NUM
easat-6125	154	28	0	0	NUM
easat-6125	154	29	0	0	NUM
easat-6125	154	30	0	0	NUM
easat-6125	154	31	12.4	12.4	NUM
easat-6125	154	32	flash	flash	NOUN
easat-6125	154	33	flood	flood	NOUN
easat-6125	154	34	0	0	NUM
easat-6125	154	35	0	0	NUM
easat-6125	154	36	6.6	6.6	NUM
easat-6125	154	37	0	0	NUM
easat-6125	154	38	6.6	6.6	NUM
easat-6125	154	39	flood	flood	NOUN
easat-6125	154	40	(	(	PUNCT
easat-6125	154	41	general	general	ADJ
easat-6125	154	42	)	)	PUNCT
easat-6125	154	43	0	0	NUM
easat-6125	154	44	0	0	NUM
easat-6125	154	45	22.6	22.6	NUM
easat-6125	154	46	0	0	NUM
easat-6125	154	47	22.6	22.6	NUM
easat-6125	154	48	forest	forest	NOUN
easat-6125	154	49	fire	fire	NOUN
easat-6125	154	50	4.4	4.4	NUM
easat-6125	154	51	0	0	NUM
easat-6125	154	52	0	0	NUM
easat-6125	154	53	0	0	NUM
easat-6125	154	54	4.4	4.4	NUM
easat-6125	154	55	ground	ground	NOUN
easat-6125	154	56	movement	movement	NOUN
easat-6125	154	57	0	0	NUM
easat-6125	154	58	1.5	1.5	NUM
easat-6125	154	59	0	0	NUM
easat-6125	154	60	0	0	NUM
easat-6125	154	61	1.5	1.5	NUM
easat-6125	154	62	hail	hail	NOUN
easat-6125	154	63	0	0	NUM
easat-6125	154	64	0	0	SYM
easat-6125	154	65	0	0	NUM
easat-6125	154	66	0.7	0.7	NUM
easat-6125	154	67	0.7	0.7	NUM
easat-6125	154	68	heat	heat	NOUN
easat-6125	154	69	wave	wave	NOUN
easat-6125	154	70	0	0	NUM
easat-6125	154	71	0	0	NUM
easat-6125	154	72	0	0	NUM
easat-6125	154	73	0.7	0.7	NUM
easat-6125	154	74	0.7	0.7	NUM
easat-6125	154	75	land	land	NOUN
easat-6125	154	76	fire	fire	NOUN
easat-6125	154	77	(	(	PUNCT
easat-6125	154	78	brush	brush	NOUN
easat-6125	154	79	,	,	PUNCT
easat-6125	154	80	bush	bush	PROPN
easat-6125	154	81	,	,	PUNCT
easat-6125	154	82	pasture	pasture	NOUN
easat-6125	154	83	)	)	PUNCT
easat-6125	154	84	5.1	5.1	NUM
easat-6125	154	85	0	0	NUM
easat-6125	154	86	0	0	NUM
easat-6125	154	87	0	0	NUM
easat-6125	154	88	5.1	5.1	NUM
easat-6125	154	89	lightning	lightning	NOUN
easat-6125	154	90	/	/	SYM
easat-6125	154	91	thunderstorms	thunderstorm	NOUN
easat-6125	154	92	0	0	NUM
easat-6125	154	93	0	0	NUM
easat-6125	154	94	0	0	NUM
easat-6125	154	95	10.2	10.2	NUM
easat-6125	154	96	10.2	10.2	NUM
easat-6125	154	97	riverine	riverine	NOUN
easat-6125	154	98	flood	flood	NOUN
easat-6125	154	99	0	0	NUM
easat-6125	154	100	0	0	NUM
easat-6125	154	101	15.3	15.3	NUM
easat-6125	154	102	0	0	NUM
easat-6125	154	103	15.3	15.3	NUM
easat-6125	154	104	severe	severe	ADJ
easat-6125	154	105	weather	weather	NOUN
easat-6125	154	106	0	0	NUM
easat-6125	154	107	0	0	NUM
easat-6125	154	108	0	0	NUM
easat-6125	154	109	8.0	8.0	NUM
easat-6125	154	110	8.0	8.0	NUM
easat-6125	154	111	storm	storm	NOUN
easat-6125	154	112	(	(	PUNCT
easat-6125	154	113	general	general	ADJ
easat-6125	154	114	)	)	PUNCT
easat-6125	154	115	0	0	NUM
easat-6125	154	116	0	0	NUM
easat-6125	154	117	0	0	NUM
easat-6125	154	118	2.9	2.9	NUM
easat-6125	154	119	2.9	2.9	NUM
easat-6125	154	120	tornado	tornado	NOUN
easat-6125	154	121	0	0	NUM
easat-6125	154	122	0	0	SYM
easat-6125	154	123	0	0	NUM
easat-6125	154	124	2.2	2.2	NUM
easat-6125	154	125	2.2	2.2	NUM
easat-6125	154	126	tropical	tropical	ADJ
easat-6125	154	127	cyclone	cyclone	NOUN
easat-6125	154	128	0	0	NUM
easat-6125	154	129	0	0	NUM
easat-6125	154	130	0	0	NUM
easat-6125	154	131	3.6	3.6	NUM
easat-6125	154	132	3.6	3.6	NUM
easat-6125	154	133	wildfire	wildfire	NOUN
easat-6125	154	134	(	(	PUNCT
easat-6125	154	135	general	general	ADJ
easat-6125	154	136	)	)	PUNCT
easat-6125	154	137	0.7	0.7	NUM
easat-6125	154	138	0	0	NUM
easat-6125	154	139	0	0	NUM
easat-6125	154	140	0	0	NUM
easat-6125	154	141	0.7	0.7	NUM
easat-6125	154	142	total	total	NOUN
easat-6125	154	143	22.6	22.6	NUM
easat-6125	154	144	1.5	1.5	NUM
easat-6125	154	145	44.5	44.5	NUM
easat-6125	154	146	33.4	33.4	NUM
easat-6125	154	147	100	100	NUM
easat-6125	154	148	table	table	NOUN
easat-6125	154	149	5	5	NUM
easat-6125	154	150	reveals	reveal	VERB
easat-6125	154	151	a	a	DET
easat-6125	154	152	notable	notable	ADJ
easat-6125	154	153	discrepancy	discrepancy	NOUN
easat-6125	154	154	in	in	ADP
easat-6125	154	155	disaster	disaster	NOUN
easat-6125	154	156	declarations	declaration	NOUN
easat-6125	154	157	across	across	ADP
easat-6125	154	158	south	south	ADJ
easat-6125	154	159	african	african	ADJ
easat-6125	154	160	provinces	province	NOUN
easat-6125	154	161	.	.	PUNCT
easat-6125	155	1	while	while	SCONJ
easat-6125	155	2	the	the	DET
easat-6125	155	3	majority	majority	NOUN
easat-6125	155	4	of	of	ADP
easat-6125	155	5	instances	instance	NOUN
easat-6125	155	6	,	,	PUNCT
easat-6125	155	7	totalling	total	VERB
easat-6125	155	8	88.5	88.5	NUM
easat-6125	155	9	%	%	NOUN
easat-6125	155	10	,	,	PUNCT
easat-6125	155	11	are	be	AUX
easat-6125	155	12	not	not	PART
easat-6125	155	13	deemed	deem	VERB
easat-6125	155	14	disasters	disaster	NOUN
easat-6125	155	15	,	,	PUNCT
easat-6125	155	16	there	there	PRON
easat-6125	155	17	are	be	VERB
easat-6125	155	18	still	still	ADV
easat-6125	155	19	significant	significant	ADJ
easat-6125	155	20	occurrences	occurrence	NOUN
easat-6125	155	21	where	where	SCONJ
easat-6125	155	22	disaster	disaster	NOUN
easat-6125	155	23	declarations	declaration	NOUN
easat-6125	155	24	aremade	aremade	VERB
easat-6125	155	25	,	,	PUNCT
easat-6125	155	26	totalling	total	VERB
easat-6125	155	27	17.5	17.5	NUM
easat-6125	155	28	%	%	NOUN
easat-6125	155	29	instances	instance	NOUN
easat-6125	155	30	.	.	PUNCT
easat-6125	156	1	this	this	PRON
easat-6125	156	2	suggests	suggest	VERB
easat-6125	156	3	a	a	DET
easat-6125	156	4	varying	vary	VERB
easat-6125	156	5	level	level	NOUN
easat-6125	156	6	of	of	ADP
easat-6125	156	7	susceptibility	susceptibility	NOUN
easat-6125	156	8	to	to	ADP
easat-6125	156	9	events	event	NOUN
easat-6125	156	10	warranting	warrant	VERB
easat-6125	156	11	formal	formal	ADJ
easat-6125	156	12	declaration	declaration	NOUN
easat-6125	156	13	across	across	ADP
easat-6125	156	14	different	different	ADJ
easat-6125	156	15	provinces	province	NOUN
easat-6125	156	16	.	.	PUNCT
easat-6125	157	1	notably	notably	ADV
easat-6125	157	2	,	,	PUNCT
easat-6125	157	3	kwazulu	kwazulu	VERB
easat-6125	157	4	-	-	PUNCT
easat-6125	157	5	natal	natal	ADJ
easat-6125	157	6	emerges	emerge	NOUN
easat-6125	157	7	as	as	ADP
easat-6125	157	8	the	the	DET
easat-6125	157	9	province	province	NOUN
easat-6125	157	10	with	with	ADP
easat-6125	157	11	the	the	DET
easat-6125	157	12	highest	high	ADJ
easat-6125	157	13	frequency	frequency	NOUN
easat-6125	157	14	of	of	ADP
easat-6125	157	15	disaster	disaster	NOUN
easat-6125	157	16	declarations	declaration	NOUN
easat-6125	157	17	,	,	PUNCT
easat-6125	157	18	indicating	indicate	VERB
easat-6125	157	19	a	a	DET
easat-6125	157	20	greater	great	ADJ
easat-6125	157	21	propensity	propensity	NOUN
easat-6125	157	22	for	for	ADP
easat-6125	157	23	events	event	NOUN
easat-6125	157	24	of	of	ADP
easat-6125	157	25	significant	significant	ADJ
easat-6125	157	26	impact	impact	NOUN
easat-6125	157	27	.	.	PUNCT
easat-6125	158	1	provinces	province	NOUN
easat-6125	158	2	like	like	ADP
easat-6125	158	3	gauteng	gauteng	PROPN
easat-6125	158	4	exhibit	exhibit	VERB
easat-6125	158	5	lower	low	ADJ
easat-6125	158	6	occurrences	occurrence	NOUN
easat-6125	158	7	of	of	ADP
easat-6125	158	8	such	such	ADJ
easat-6125	158	9	declarations	declaration	NOUN
easat-6125	158	10	.	.	PUNCT
easat-6125	159	1	these	these	DET
easat-6125	159	2	findings	finding	NOUN
easat-6125	159	3	underscore	underscore	VERB
easat-6125	159	4	the	the	DET
easat-6125	159	5	importance	importance	NOUN
easat-6125	159	6	of	of	ADP
easat-6125	159	7	understanding	understand	VERB
easat-6125	159	8	provincial	provincial	ADJ
easat-6125	159	9	vulnerabilities	vulnerability	NOUN
easat-6125	159	10	and	and	CCONJ
easat-6125	159	11	preparedness	preparedness	NOUN
easat-6125	159	12	measures	measure	NOUN
easat-6125	159	13	to	to	PART
easat-6125	159	14	effectively	effectively	ADV
easat-6125	159	15	mitigate	mitigate	VERB
easat-6125	159	16	and	and	CCONJ
easat-6125	159	17	respond	respond	VERB
easat-6125	159	18	to	to	ADP
easat-6125	159	19	disasters	disaster	NOUN
easat-6125	159	20	.	.	PUNCT
easat-6125	160	1	further	further	ADJ
easat-6125	160	2	investigations	investigation	NOUN
easat-6125	160	3	into	into	ADP
easat-6125	160	4	the	the	DET
easat-6125	160	5	specific	specific	ADJ
easat-6125	160	6	nature	nature	NOUN
easat-6125	160	7	and	and	CCONJ
easat-6125	160	8	severity	severity	NOUN
easat-6125	160	9	of	of	ADP
easat-6125	160	10	these	these	DET
easat-6125	160	11	events	event	NOUN
easat-6125	160	12	,	,	PUNCT
easat-6125	160	13	as	as	ADV
easat-6125	160	14	well	well	ADV
easat-6125	160	15	as	as	ADP
easat-6125	160	16	the	the	DET
easat-6125	160	17	efficacy	efficacy	NOUN
easat-6125	160	18	of	of	ADP
easat-6125	160	19	response	response	NOUN
easat-6125	160	20	mechanisms	mechanism	NOUN
easat-6125	160	21	,	,	PUNCT
easat-6125	160	22	would	would	AUX
easat-6125	160	23	provide	provide	VERB
easat-6125	160	24	valuable	valuable	ADJ
easat-6125	160	25	insights	insight	NOUN
easat-6125	160	26	for	for	ADP
easat-6125	160	27	enhancing	enhance	VERB
easat-6125	160	28	disaster	disaster	NOUN
easat-6125	160	29	resilience	resilience	NOUN
easat-6125	160	30	across	across	ADP
easat-6125	160	31	the	the	DET
easat-6125	160	32	country	country	NOUN
easat-6125	160	33	.	.	PUNCT
easat-6125	161	1	863	863	NUM
easat-6125	161	2	edelweiss	edelweiss	PROPN
easat-6125	161	3	applied	apply	VERB
easat-6125	161	4	science	science	NOUN
easat-6125	161	5	and	and	CCONJ
easat-6125	161	6	technology	technology	NOUN
easat-6125	161	7	issn	issn	PROPN
easat-6125	161	8	:	:	PUNCT
easat-6125	161	9	2576	2576	NUM
easat-6125	161	10	-	-	SYM
easat-6125	161	11	8484	8484	NUM
easat-6125	161	12	vol	vol	NOUN
easat-6125	161	13	.	.	PROPN
easat-6125	162	1	9	9	NUM
easat-6125	162	2	,	,	PUNCT
easat-6125	162	3	no	no	INTJ
easat-6125	162	4	.	.	NOUN
easat-6125	162	5	4	4	NUM
easat-6125	162	6	:	:	PUNCT
easat-6125	162	7	856	856	NUM
easat-6125	162	8	-	-	SYM
easat-6125	162	9	868	868	NUM
easat-6125	162	10	,	,	PUNCT
easat-6125	162	11	2025	2025	NUM
easat-6125	162	12	doi	doi	NOUN
easat-6125	162	13	:	:	PUNCT
easat-6125	162	14	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	162	15	©	©	PROPN
easat-6125	162	16	2025	2025	NUM
easat-6125	162	17	by	by	ADP
easat-6125	162	18	the	the	DET
easat-6125	162	19	authors	author	NOUN
easat-6125	162	20	;	;	PUNCT
easat-6125	162	21	licensee	licensee	PROPN
easat-6125	162	22	learning	learn	VERB
easat-6125	162	23	gate	gate	NOUN
easat-6125	162	24	table	table	NOUN
easat-6125	162	25	4	4	NUM
easat-6125	162	26	.	.	PUNCT
easat-6125	163	1	the	the	DET
easat-6125	163	2	summary	summary	NOUN
easat-6125	163	3	of	of	ADP
easat-6125	163	4	the	the	DET
easat-6125	163	5	disaster	disaster	NOUN
easat-6125	163	6	subgroup	subgroup	NOUN
easat-6125	163	7	segmented	segment	VERB
easat-6125	163	8	into	into	ADP
easat-6125	163	9	provinces	province	NOUN
easat-6125	163	10	.	.	PUNCT
easat-6125	164	1	disaster	disaster	NOUN
easat-6125	164	2	declaration	declaration	NOUN
easat-6125	164	3	total	total	ADJ
easat-6125	165	1	%	%	INTJ
easat-6125	165	2	no	no	DET
easat-6125	165	3	%	%	NOUN
easat-6125	166	1	yes%	yes%	PROPN
easat-6125	166	2	province	province	NOUN
easat-6125	166	3	all	all	DET
easat-6125	166	4	provinces	province	NOUN
easat-6125	166	5	0	0	NUM
easat-6125	166	6	0.7	0.7	NUM
easat-6125	166	7	0.7	0.7	NUM
easat-6125	166	8	eastern	eastern	ADJ
easat-6125	166	9	cape	cape	NOUN
easat-6125	166	10	10.9	10.9	NUM
easat-6125	166	11	1.5	1.5	NUM
easat-6125	166	12	12.4	12.4	NUM
easat-6125	166	13	free	free	ADJ
easat-6125	166	14	state	state	NOUN
easat-6125	166	15	4.4	4.4	NUM
easat-6125	166	16	1.5	1.5	NUM
easat-6125	166	17	5.9	5.9	NUM
easat-6125	166	18	gauteng	gauteng	NOUN
easat-6125	166	19	11.7	11.7	NUM
easat-6125	166	20	0.7	0.7	NUM
easat-6125	166	21	12.4	12.4	NUM
easat-6125	166	22	kwazulu	kwazulu	VERB
easat-6125	166	23	-	-	PUNCT
easat-6125	166	24	natal	natal	ADJ
easat-6125	166	25	24.8	24.8	NUM
easat-6125	166	26	2.9	2.9	NUM
easat-6125	166	27	27.7	27.7	NUM
easat-6125	166	28	limpopo	limpopo	PROPN
easat-6125	166	29	6.6	6.6	NUM
easat-6125	166	30	2.2	2.2	NUM
easat-6125	166	31	8.8	8.8	NUM
easat-6125	166	32	mpumalanga	mpumalanga	NOUN
easat-6125	166	33	6.6	6.6	NUM
easat-6125	166	34	2.2	2.2	NUM
easat-6125	166	35	8.8	8.8	NUM
easat-6125	166	36	north	north	NOUN
easat-6125	166	37	-	-	PUNCT
easat-6125	166	38	west	west	NOUN
easat-6125	166	39	5.1	5.1	NUM
easat-6125	166	40	2.2	2.2	NUM
easat-6125	166	41	7.3	7.3	NUM
easat-6125	166	42	northern	northern	ADJ
easat-6125	166	43	cape	cape	NOUN
easat-6125	166	44	1.5	1.5	NUM
easat-6125	166	45	2.2	2.2	NUM
easat-6125	166	46	3.7	3.7	NUM
easat-6125	166	47	western	western	ADJ
easat-6125	166	48	cape	cape	NOUN
easat-6125	166	49	10.9	10.9	NUM
easat-6125	166	50	1.5	1.5	NUM
easat-6125	166	51	12.4	12.4	NUM
easat-6125	166	52	total	total	NOUN
easat-6125	166	53	88.5	88.5	NUM
easat-6125	166	54	11.5	11.5	NUM
easat-6125	166	55	100	100	NUM
easat-6125	166	56	figure	figure	NOUN
easat-6125	166	57	3	3	NUM
easat-6125	166	58	shows	show	VERB
easat-6125	166	59	the	the	DET
easat-6125	166	60	number	number	NOUN
easat-6125	166	61	of	of	ADP
easat-6125	166	62	people	people	NOUN
easat-6125	166	63	affected	affect	VERB
easat-6125	166	64	per	per	ADP
easat-6125	166	65	million	million	NUM
easat-6125	166	66	from	from	ADP
easat-6125	166	67	the	the	DET
easat-6125	166	68	year	year	NOUN
easat-6125	166	69	2000	2000	NUM
easat-6125	166	70	to	to	ADP
easat-6125	166	71	2024	2024	NUM
easat-6125	166	72	by	by	ADP
easat-6125	166	73	the	the	DET
easat-6125	166	74	disaster	disaster	NOUN
easat-6125	166	75	subgroup	subgroup	NOUN
easat-6125	166	76	.	.	PUNCT
easat-6125	167	1	in	in	ADP
easat-6125	167	2	the	the	DET
easat-6125	167	3	results	result	NOUN
easat-6125	167	4	,	,	PUNCT
easat-6125	167	5	we	we	PRON
easat-6125	167	6	observe	observe	VERB
easat-6125	167	7	that	that	SCONJ
easat-6125	167	8	hydrological	hydrological	ADJ
easat-6125	167	9	,	,	PUNCT
easat-6125	167	10	meteorological	meteorological	ADJ
easat-6125	167	11	,	,	PUNCT
easat-6125	167	12	and	and	CCONJ
easat-6125	167	13	geophysical	geophysical	ADJ
easat-6125	167	14	have	have	AUX
easat-6125	167	15	affected	affect	VERB
easat-6125	167	16	the	the	DET
easat-6125	167	17	least	least	ADJ
easat-6125	167	18	number	number	NOUN
easat-6125	167	19	of	of	ADP
easat-6125	167	20	people	people	NOUN
easat-6125	167	21	as	as	ADP
easat-6125	167	22	compared	compare	VERB
easat-6125	167	23	to	to	ADP
easat-6125	167	24	climatological	climatological	ADJ
easat-6125	167	25	.	.	PUNCT
easat-6125	168	1	climatological	climatological	ADJ
easat-6125	168	2	disaster	disaster	NOUN
easat-6125	168	3	which	which	PRON
easat-6125	168	4	consists	consist	VERB
easat-6125	168	5	of	of	ADP
easat-6125	168	6	droughts	drought	NOUN
easat-6125	168	7	and	and	CCONJ
easat-6125	168	8	wildfires	wildfire	VERB
easat-6125	168	9	emerge	emerge	VERB
easat-6125	168	10	as	as	ADP
easat-6125	168	11	the	the	DET
easat-6125	168	12	most	most	ADV
easat-6125	168	13	significant	significant	ADJ
easat-6125	168	14	natural	natural	ADJ
easat-6125	168	15	disaster	disaster	NOUN
easat-6125	168	16	concerns	concern	NOUN
easat-6125	168	17	in	in	ADP
easat-6125	168	18	the	the	DET
easat-6125	168	19	history	history	NOUN
easat-6125	168	20	of	of	ADP
easat-6125	168	21	the	the	DET
easat-6125	168	22	south	south	ADJ
easat-6125	168	23	african	african	ADJ
easat-6125	168	24	context	context	NOUN
easat-6125	168	25	with	with	ADP
easat-6125	168	26	the	the	DET
easat-6125	168	27	number	number	NOUN
easat-6125	168	28	estimated	estimate	VERB
easat-6125	168	29	at	at	ADP
easat-6125	168	30	1.2	1.2	NUM
easat-6125	168	31	million	million	NUM
easat-6125	168	32	people	people	NOUN
easat-6125	168	33	affected	affect	VERB
easat-6125	168	34	.	.	PUNCT
easat-6125	169	1	the	the	DET
easat-6125	169	2	peak	peak	NOUN
easat-6125	169	3	is	be	AUX
easat-6125	169	4	also	also	ADV
easat-6125	169	5	evident	evident	ADJ
easat-6125	169	6	in	in	ADP
easat-6125	169	7	the	the	DET
easat-6125	169	8	period	period	NOUN
easat-6125	169	9	of	of	ADP
easat-6125	169	10	2004	2004	NUM
easat-6125	169	11	,	,	PUNCT
easat-6125	169	12	where	where	SCONJ
easat-6125	169	13	about	about	ADV
easat-6125	169	14	2.1	2.1	NUM
easat-6125	169	15	million	million	NUM
easat-6125	169	16	people	people	NOUN
easat-6125	169	17	were	be	AUX
easat-6125	169	18	affected	affect	VERB
easat-6125	169	19	,	,	PUNCT
easat-6125	169	20	though	though	SCONJ
easat-6125	169	21	it	it	PRON
easat-6125	169	22	dropped	drop	VERB
easat-6125	169	23	over	over	ADP
easat-6125	169	24	time	time	NOUN
easat-6125	169	25	until	until	ADP
easat-6125	169	26	the	the	DET
easat-6125	169	27	peak	peak	NOUN
easat-6125	169	28	in	in	ADP
easat-6125	169	29	the	the	DET
easat-6125	169	30	period	period	NOUN
easat-6125	169	31	of	of	ADP
easat-6125	169	32	2017	2017	NUM
easat-6125	169	33	to	to	ADP
easat-6125	169	34	2024	2024	NUM
easat-6125	169	35	.	.	PUNCT
easat-6125	170	1	since	since	SCONJ
easat-6125	170	2	the	the	DET
easat-6125	170	3	year	year	NOUN
easat-6125	170	4	2017	2017	NUM
easat-6125	170	5	,	,	PUNCT
easat-6125	170	6	the	the	DET
easat-6125	170	7	peak	peak	NOUN
easat-6125	170	8	has	have	AUX
easat-6125	170	9	continuously	continuously	ADV
easat-6125	170	10	grown	grow	VERB
easat-6125	170	11	exponentially	exponentially	ADV
easat-6125	170	12	.	.	PUNCT
easat-6125	171	1	this	this	DET
easat-6125	171	2	disaster	disaster	NOUN
easat-6125	171	3	subgroup	subgroup	NOUN
easat-6125	171	4	reveals	reveal	VERB
easat-6125	171	5	a	a	DET
easat-6125	171	6	significant	significant	ADJ
easat-6125	171	7	surge	surge	NOUN
easat-6125	171	8	in	in	ADP
easat-6125	171	9	damages	damage	NOUN
easat-6125	171	10	posed	pose	VERB
easat-6125	171	11	by	by	ADP
easat-6125	171	12	business	business	NOUN
easat-6125	171	13	interruptions	interruption	NOUN
easat-6125	171	14	,	,	PUNCT
easat-6125	171	15	agricultural	agricultural	ADJ
easat-6125	171	16	losses	loss	NOUN
easat-6125	171	17	,	,	PUNCT
easat-6125	171	18	and	and	CCONJ
easat-6125	171	19	people	people	NOUN
easat-6125	171	20	at	at	ADP
easat-6125	171	21	large	large	ADJ
easat-6125	171	22	by	by	ADP
easat-6125	171	23	climatology	climatology	NOUN
easat-6125	171	24	and	and	CCONJ
easat-6125	171	25	the	the	DET
easat-6125	171	26	need	need	NOUN
easat-6125	171	27	for	for	ADP
easat-6125	171	28	agent	agent	NOUN
easat-6125	171	29	interception	interception	NOUN
easat-6125	171	30	by	by	ADP
easat-6125	171	31	policymakers	policymaker	NOUN
easat-6125	171	32	and	and	CCONJ
easat-6125	171	33	the	the	DET
easat-6125	171	34	government	government	NOUN
easat-6125	171	35	at	at	ADP
easat-6125	171	36	large	large	ADJ
easat-6125	171	37	.	.	PUNCT
easat-6125	172	1	figure	figure	NOUN
easat-6125	172	2	3	3	NUM
easat-6125	172	3	.	.	NOUN
easat-6125	172	4	number	number	NOUN
easat-6125	172	5	of	of	ADP
easat-6125	172	6	people	people	NOUN
easat-6125	172	7	affected	affect	VERB
easat-6125	172	8	per	per	ADP
easat-6125	172	9	mil	mil	NOUN
easat-6125	172	10	segmented	segment	VERB
easat-6125	172	11	into	into	ADP
easat-6125	172	12	disaster	disaster	NOUN
easat-6125	172	13	types	type	NOUN
easat-6125	172	14	over	over	ADP
easat-6125	172	15	time	time	NOUN
easat-6125	172	16	.	.	PUNCT
easat-6125	173	1	figure	figure	NOUN
easat-6125	173	2	4	4	NUM
easat-6125	173	3	shows	show	VERB
easat-6125	173	4	the	the	DET
easat-6125	173	5	number	number	NOUN
easat-6125	173	6	of	of	ADP
easat-6125	173	7	events	event	NOUN
easat-6125	173	8	in	in	ADP
easat-6125	173	9	the	the	DET
easat-6125	173	10	time	time	NOUN
easat-6125	173	11	intervals	interval	NOUN
easat-6125	173	12	from	from	ADP
easat-6125	173	13	the	the	DET
easat-6125	173	14	period	period	NOUN
easat-6125	173	15	2000	2000	NUM
easat-6125	173	16	to	to	ADP
easat-6125	173	17	2024	2024	NUM
easat-6125	173	18	.	.	PUNCT
easat-6125	174	1	different	different	ADJ
easat-6125	174	2	time	time	NOUN
easat-6125	174	3	intervals	interval	NOUN
easat-6125	174	4	have	have	AUX
easat-6125	174	5	exposed	expose	VERB
easat-6125	174	6	different	different	ADJ
easat-6125	174	7	peaks	peak	NOUN
easat-6125	174	8	in	in	ADP
easat-6125	174	9	the	the	DET
easat-6125	174	10	number	number	NOUN
easat-6125	174	11	of	of	ADP
easat-6125	174	12	events	event	NOUN
easat-6125	174	13	that	that	PRON
easat-6125	174	14	occurred	occur	VERB
easat-6125	174	15	over	over	ADP
easat-6125	174	16	time	time	NOUN
easat-6125	174	17	.	.	PUNCT
easat-6125	175	1	between	between	ADP
easat-6125	175	2	the	the	DET
easat-6125	175	3	years	year	NOUN
easat-6125	175	4	2004	2004	NUM
easat-6125	175	5	to	to	ADP
easat-6125	175	6	2023	2023	NUM
easat-6125	175	7	,	,	PUNCT
easat-6125	175	8	the	the	DET
easat-6125	175	9	highest	high	ADJ
easat-6125	175	10	peaks	peak	NOUN
easat-6125	175	11	of	of	ADP
easat-6125	175	12	occurrences	occurrence	NOUN
easat-6125	175	13	total	total	VERB
easat-6125	175	14	seven	seven	NUM
easat-6125	175	15	events	event	NOUN
easat-6125	175	16	while	while	SCONJ
easat-6125	175	17	the	the	DET
easat-6125	175	18	lowest	low	ADJ
easat-6125	175	19	is	be	AUX
easat-6125	175	20	two	two	NUM
easat-6125	175	21	,	,	PUNCT
easat-6125	175	22	with	with	ADP
easat-6125	175	23	864	864	NUM
easat-6125	175	24	edelweiss	edelweiss	PROPN
easat-6125	175	25	applied	apply	VERB
easat-6125	175	26	science	science	NOUN
easat-6125	175	27	and	and	CCONJ
easat-6125	175	28	technology	technology	NOUN
easat-6125	175	29	issn	issn	PROPN
easat-6125	175	30	:	:	PUNCT
easat-6125	175	31	2576	2576	NUM
easat-6125	175	32	-	-	SYM
easat-6125	175	33	8484	8484	NUM
easat-6125	175	34	vol	vol	NOUN
easat-6125	175	35	.	.	PROPN
easat-6125	176	1	9	9	NUM
easat-6125	176	2	,	,	PUNCT
easat-6125	176	3	no	no	INTJ
easat-6125	176	4	.	.	NOUN
easat-6125	176	5	4	4	NUM
easat-6125	176	6	:	:	PUNCT
easat-6125	176	7	856	856	NUM
easat-6125	176	8	-	-	SYM
easat-6125	176	9	868	868	NUM
easat-6125	176	10	,	,	PUNCT
easat-6125	176	11	2025	2025	NUM
easat-6125	176	12	doi	doi	NOUN
easat-6125	176	13	:	:	PUNCT
easat-6125	176	14	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	176	15	©	©	PROPN
easat-6125	176	16	2025	2025	NUM
easat-6125	176	17	by	by	ADP
easat-6125	176	18	the	the	DET
easat-6125	176	19	authors	author	NOUN
easat-6125	176	20	;	;	PUNCT
easat-6125	176	21	licensee	licensee	PROPN
easat-6125	176	22	learning	learning	NOUN
easat-6125	176	23	gate	gate	VERB
easat-6125	176	24	a	a	DET
easat-6125	176	25	mean	mean	ADJ
easat-6125	176	26	average	average	NOUN
easat-6125	176	27	of	of	ADP
easat-6125	176	28	two	two	NUM
easat-6125	176	29	events	event	NOUN
easat-6125	176	30	per	per	ADP
easat-6125	176	31	year	year	NOUN
easat-6125	176	32	.	.	PUNCT
easat-6125	177	1	the	the	DET
easat-6125	177	2	figure	figure	NOUN
easat-6125	177	3	also	also	ADV
easat-6125	177	4	reveals	reveal	VERB
easat-6125	177	5	that	that	SCONJ
easat-6125	177	6	these	these	DET
easat-6125	177	7	events	event	NOUN
easat-6125	177	8	happen	happen	VERB
easat-6125	177	9	in	in	ADP
easat-6125	177	10	seasonal	seasonal	ADJ
easat-6125	177	11	patterns	pattern	NOUN
easat-6125	177	12	,	,	PUNCT
easat-6125	177	13	and	and	CCONJ
easat-6125	177	14	from	from	ADP
easat-6125	177	15	2020	2020	NUM
easat-6125	177	16	to	to	ADP
easat-6125	177	17	2024	2024	NUM
easat-6125	177	18	there	there	PRON
easat-6125	177	19	was	be	VERB
easat-6125	177	20	also	also	ADV
easat-6125	177	21	a	a	DET
easat-6125	177	22	spike	spike	NOUN
easat-6125	177	23	.	.	PUNCT
easat-6125	178	1	figure	figure	NOUN
easat-6125	178	2	4	4	NUM
easat-6125	178	3	.	.	PUNCT
easat-6125	178	4	number	number	NOUN
easat-6125	178	5	of	of	ADP
easat-6125	178	6	people	people	NOUN
easat-6125	178	7	affected	affect	VERB
easat-6125	178	8	per	per	ADP
easat-6125	178	9	mil	mil	NOUN
easat-6125	178	10	segmented	segment	VERB
easat-6125	178	11	into	into	ADP
easat-6125	178	12	disaster	disaster	NOUN
easat-6125	178	13	types	type	NOUN
easat-6125	178	14	over	over	ADP
easat-6125	178	15	time	time	NOUN
easat-6125	178	16	.	.	PUNCT
easat-6125	179	1	figure	figure	NOUN
easat-6125	179	2	5	5	NUM
easat-6125	179	3	reveals	reveal	VERB
easat-6125	179	4	that	that	SCONJ
easat-6125	179	5	jan	jan	PROPN
easat-6125	179	6	,	,	PUNCT
easat-6125	179	7	nov	nov	PROPN
easat-6125	179	8	,	,	PUNCT
easat-6125	179	9	dec	dec	PROPN
easat-6125	179	10	,	,	PUNCT
easat-6125	179	11	and	and	CCONJ
easat-6125	179	12	feb	feb	PROPN
easat-6125	179	13	months	month	NOUN
easat-6125	179	14	are	be	AUX
easat-6125	179	15	the	the	DET
easat-6125	179	16	prevalent	prevalent	ADJ
easat-6125	179	17	months	month	NOUN
easat-6125	179	18	with	with	ADP
easat-6125	179	19	the	the	DET
easat-6125	179	20	likelihood	likelihood	NOUN
easat-6125	179	21	of	of	ADP
easat-6125	179	22	disaster	disaster	NOUN
easat-6125	179	23	occurrence	occurrence	NOUN
easat-6125	179	24	.	.	PUNCT
easat-6125	180	1	the	the	DET
easat-6125	180	2	months	month	NOUN
easat-6125	180	3	of	of	ADP
easat-6125	180	4	mar	mar	PROPN
easat-6125	180	5	,	,	PUNCT
easat-6125	180	6	jun	jun	PROPN
easat-6125	180	7	,	,	PUNCT
easat-6125	180	8	and	and	CCONJ
easat-6125	180	9	may	may	AUX
easat-6125	180	10	are	be	AUX
easat-6125	180	11	also	also	ADV
easat-6125	180	12	shown	show	VERB
easat-6125	180	13	to	to	PART
easat-6125	180	14	be	be	AUX
easat-6125	180	15	the	the	DET
easat-6125	180	16	most	most	ADV
easat-6125	180	17	common	common	ADJ
easat-6125	180	18	months	month	NOUN
easat-6125	180	19	of	of	ADP
easat-6125	180	20	disaster	disaster	NOUN
easat-6125	180	21	occurrences	occurrence	NOUN
easat-6125	180	22	between	between	ADP
easat-6125	180	23	the	the	DET
easat-6125	180	24	period	period	NOUN
easat-6125	180	25	of	of	ADP
easat-6125	180	26	2016	2016	NUM
easat-6125	180	27	to	to	ADP
easat-6125	180	28	2024	2024	NUM
easat-6125	180	29	.	.	PUNCT
easat-6125	181	1	overall	overall	ADV
easat-6125	181	2	,	,	PUNCT
easat-6125	181	3	the	the	DET
easat-6125	181	4	observations	observation	NOUN
easat-6125	181	5	reveal	reveal	VERB
easat-6125	181	6	that	that	SCONJ
easat-6125	181	7	summer	summer	NOUN
easat-6125	181	8	and	and	CCONJ
easat-6125	181	9	winter	winter	NOUN
easat-6125	181	10	seasons	season	NOUN
easat-6125	181	11	are	be	AUX
easat-6125	181	12	the	the	DET
easat-6125	181	13	seasons	season	NOUN
easat-6125	181	14	with	with	ADP
easat-6125	181	15	the	the	DET
easat-6125	181	16	most	most	ADJ
easat-6125	181	17	likelihood	likelihood	NOUN
easat-6125	181	18	of	of	ADP
easat-6125	181	19	disaster	disaster	NOUN
easat-6125	181	20	occurrence	occurrence	NOUN
easat-6125	181	21	over	over	ADP
easat-6125	181	22	time	time	NOUN
easat-6125	181	23	.	.	PUNCT
easat-6125	182	1	these	these	DET
easat-6125	182	2	results	result	NOUN
easat-6125	182	3	illustate	illustate	VERB
easat-6125	182	4	the	the	DET
easat-6125	182	5	patterns	pattern	NOUN
easat-6125	182	6	seen	see	VERB
easat-6125	182	7	in	in	ADP
easat-6125	182	8	figure	figure	NOUN
easat-6125	182	9	4	4	NUM
easat-6125	182	10	.	.	PUNCT
easat-6125	182	11	figure	figure	NOUN
easat-6125	182	12	5	5	NUM
easat-6125	182	13	.	.	PUNCT
easat-6125	182	14	shows	show	VERB
easat-6125	182	15	the	the	DET
easat-6125	182	16	boxplot	boxplot	NOUN
easat-6125	182	17	of	of	ADP
easat-6125	182	18	months	month	NOUN
easat-6125	182	19	of	of	ADP
easat-6125	182	20	disaster	disaster	NOUN
easat-6125	182	21	occurrence	occurrence	NOUN
easat-6125	182	22	segmented	segment	VERB
easat-6125	182	23	into	into	ADP
easat-6125	182	24	different	different	ADJ
easat-6125	182	25	years	year	NOUN
easat-6125	182	26	.	.	PUNCT
easat-6125	183	1	figure	figure	NOUN
easat-6125	183	2	6	6	NUM
easat-6125	183	3	shows	show	VERB
easat-6125	183	4	the	the	DET
easat-6125	183	5	trends	trend	NOUN
easat-6125	183	6	and	and	CCONJ
easat-6125	183	7	seasonality	seasonality	NOUN
easat-6125	183	8	of	of	ADP
easat-6125	183	9	the	the	DET
easat-6125	183	10	events	event	NOUN
easat-6125	183	11	over	over	ADP
easat-6125	183	12	time	time	NOUN
easat-6125	183	13	and	and	CCONJ
easat-6125	183	14	the	the	DET
easat-6125	183	15	figure	figure	NOUN
easat-6125	183	16	shows	show	VERB
easat-6125	183	17	that	that	SCONJ
easat-6125	183	18	the	the	DET
easat-6125	183	19	numbers	number	NOUN
easat-6125	183	20	of	of	ADP
easat-6125	183	21	events	event	NOUN
easat-6125	183	22	have	have	VERB
easat-6125	183	23	a	a	DET
easat-6125	183	24	direct	direct	ADJ
easat-6125	183	25	influence	influence	NOUN
easat-6125	183	26	on	on	ADP
easat-6125	183	27	the	the	DET
easat-6125	183	28	disaster	disaster	NOUN
easat-6125	183	29	occurrences	occurrence	NOUN
easat-6125	183	30	.	.	PUNCT
easat-6125	184	1	furthermore	furthermore	ADV
easat-6125	184	2	,	,	PUNCT
easat-6125	184	3	these	these	PRON
easat-6125	184	4	occurrences	occurrence	NOUN
easat-6125	184	5	865	865	NUM
easat-6125	184	6	edelweiss	edelweiss	PROPN
easat-6125	184	7	applied	apply	VERB
easat-6125	184	8	science	science	NOUN
easat-6125	184	9	and	and	CCONJ
easat-6125	184	10	technology	technology	NOUN
easat-6125	184	11	issn	issn	PROPN
easat-6125	184	12	:	:	PUNCT
easat-6125	184	13	2576	2576	NUM
easat-6125	184	14	-	-	SYM
easat-6125	184	15	8484	8484	NUM
easat-6125	184	16	vol	vol	NOUN
easat-6125	184	17	.	.	PROPN
easat-6125	185	1	9	9	NUM
easat-6125	185	2	,	,	PUNCT
easat-6125	185	3	no	no	INTJ
easat-6125	185	4	.	.	NOUN
easat-6125	185	5	4	4	NUM
easat-6125	185	6	:	:	PUNCT
easat-6125	185	7	856	856	NUM
easat-6125	185	8	-	-	SYM
easat-6125	185	9	868	868	NUM
easat-6125	185	10	,	,	PUNCT
easat-6125	185	11	2025	2025	NUM
easat-6125	185	12	doi	doi	NOUN
easat-6125	185	13	:	:	PUNCT
easat-6125	185	14	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	185	15	©	©	PROPN
easat-6125	185	16	2025	2025	NUM
easat-6125	185	17	by	by	ADP
easat-6125	185	18	the	the	DET
easat-6125	185	19	authors	author	NOUN
easat-6125	185	20	;	;	PUNCT
easat-6125	185	21	licensee	licensee	PROPN
easat-6125	185	22	learning	learning	NOUN
easat-6125	185	23	gate	gate	NOUN
easat-6125	185	24	are	be	AUX
easat-6125	185	25	shown	show	VERB
easat-6125	185	26	to	to	PART
easat-6125	185	27	happen	happen	VERB
easat-6125	185	28	in	in	ADP
easat-6125	185	29	seasonality	seasonality	NOUN
easat-6125	185	30	.	.	PUNCT
easat-6125	186	1	in	in	ADP
easat-6125	186	2	the	the	DET
easat-6125	186	3	period	period	NOUN
easat-6125	186	4	of	of	ADP
easat-6125	186	5	2020	2020	NUM
easat-6125	186	6	,	,	PUNCT
easat-6125	186	7	we	we	PRON
easat-6125	186	8	further	far	ADV
easat-6125	186	9	observe	observe	VERB
easat-6125	186	10	the	the	DET
easat-6125	186	11	high	high	ADJ
easat-6125	186	12	frequency	frequency	NOUN
easat-6125	186	13	of	of	ADP
easat-6125	186	14	these	these	DET
easat-6125	186	15	events	event	NOUN
easat-6125	186	16	occurring	occur	VERB
easat-6125	186	17	.	.	PUNCT
easat-6125	187	1	this	this	PRON
easat-6125	187	2	suggests	suggest	VERB
easat-6125	187	3	that	that	SCONJ
easat-6125	187	4	the	the	DET
easat-6125	187	5	likelihood	likelihood	NOUN
easat-6125	187	6	of	of	ADP
easat-6125	187	7	these	these	DET
easat-6125	187	8	disaster	disaster	NOUN
easat-6125	187	9	events	event	NOUN
easat-6125	187	10	occurring	occur	VERB
easat-6125	187	11	has	have	AUX
easat-6125	187	12	increased	increase	VERB
easat-6125	187	13	.	.	PUNCT
easat-6125	188	1	figure	figure	NOUN
easat-6125	188	2	6	6	NUM
easat-6125	188	3	.	.	PUNCT
easat-6125	189	1	decomposition	decomposition	NOUN
easat-6125	189	2	that	that	PRON
easat-6125	189	3	reveals	reveal	VERB
easat-6125	189	4	seasonal	seasonal	ADJ
easat-6125	189	5	impacts	impact	NOUN
easat-6125	189	6	.	.	PUNCT
easat-6125	190	1	5	5	X
easat-6125	190	2	.	.	X
easat-6125	190	3	discussions	discussion	NOUN
easat-6125	190	4	the	the	DET
easat-6125	190	5	results	result	NOUN
easat-6125	190	6	reveal	reveal	VERB
easat-6125	190	7	that	that	SCONJ
easat-6125	190	8	droughts	drought	NOUN
easat-6125	190	9	are	be	AUX
easat-6125	190	10	the	the	DET
easat-6125	190	11	most	most	ADV
easat-6125	190	12	significant	significant	ADJ
easat-6125	190	13	climatological	climatological	ADJ
easat-6125	190	14	concern	concern	NOUN
easat-6125	190	15	,	,	PUNCT
easat-6125	190	16	while	while	SCONJ
easat-6125	190	17	geophysical	geophysical	ADJ
easat-6125	190	18	disasters	disaster	NOUN
easat-6125	190	19	are	be	AUX
easat-6125	190	20	less	less	ADV
easat-6125	190	21	frequent	frequent	ADJ
easat-6125	190	22	and	and	CCONJ
easat-6125	190	23	hydrological	hydrological	ADJ
easat-6125	190	24	disasters	disaster	NOUN
easat-6125	190	25	are	be	AUX
easat-6125	190	26	the	the	DET
easat-6125	190	27	most	most	ADV
easat-6125	190	28	common	common	ADJ
easat-6125	190	29	.	.	PUNCT
easat-6125	191	1	meteorological	meteorological	ADJ
easat-6125	191	2	disasters	disaster	NOUN
easat-6125	191	3	are	be	AUX
easat-6125	191	4	more	more	ADV
easat-6125	191	5	frequent	frequent	ADJ
easat-6125	191	6	,	,	PUNCT
easat-6125	191	7	emphasising	emphasise	VERB
easat-6125	191	8	the	the	DET
easat-6125	191	9	need	need	NOUN
easat-6125	191	10	for	for	ADP
easat-6125	191	11	robust	robust	ADJ
easat-6125	191	12	preparedness	preparedness	NOUN
easat-6125	191	13	and	and	CCONJ
easat-6125	191	14	response	response	NOUN
easat-6125	191	15	measures	measure	NOUN
easat-6125	191	16	.	.	PUNCT
easat-6125	192	1	furthermore	furthermore	ADV
easat-6125	192	2	,	,	PUNCT
easat-6125	192	3	the	the	DET
easat-6125	192	4	distribution	distribution	NOUN
easat-6125	192	5	of	of	ADP
easat-6125	192	6	disaster	disaster	NOUN
easat-6125	192	7	types	type	NOUN
easat-6125	192	8	across	across	ADP
easat-6125	192	9	south	south	ADJ
easat-6125	192	10	african	african	ADJ
easat-6125	192	11	provinces	province	NOUN
easat-6125	192	12	reveals	reveal	VERB
easat-6125	192	13	that	that	SCONJ
easat-6125	192	14	floods	flood	NOUN
easat-6125	192	15	are	be	AUX
easat-6125	192	16	the	the	DET
easat-6125	192	17	most	most	ADV
easat-6125	192	18	prevalent	prevalent	ADJ
easat-6125	192	19	at	at	ADP
easat-6125	192	20	44.6	44.6	NUM
easat-6125	192	21	%	%	NOUN
easat-6125	192	22	and	and	CCONJ
easat-6125	192	23	storms	storm	NOUN
easat-6125	192	24	at	at	ADP
easat-6125	192	25	29.1	29.1	NUM
easat-6125	192	26	%	%	NOUN
easat-6125	192	27	.	.	PUNCT
easat-6125	193	1	the	the	DET
easat-6125	193	2	diverse	diverse	ADJ
easat-6125	193	3	range	range	NOUN
easat-6125	193	4	of	of	ADP
easat-6125	193	5	disasters	disaster	NOUN
easat-6125	193	6	across	across	ADP
easat-6125	193	7	provinces	province	NOUN
easat-6125	193	8	shows	show	VERB
easat-6125	193	9	that	that	SCONJ
easat-6125	193	10	climatological	climatological	ADJ
easat-6125	193	11	,	,	PUNCT
easat-6125	193	12	hydrological	hydrological	ADJ
easat-6125	193	13	,	,	PUNCT
easat-6125	193	14	and	and	CCONJ
easat-6125	193	15	meteorological	meteorological	ADJ
easat-6125	193	16	events	event	NOUN
easat-6125	193	17	are	be	AUX
easat-6125	193	18	the	the	DET
easat-6125	193	19	most	most	ADV
easat-6125	193	20	prevalent	prevalent	ADJ
easat-6125	193	21	.	.	PUNCT
easat-6125	194	1	kwazulu	kwazulu	PROPN
easat-6125	194	2	-	-	PUNCT
easat-6125	194	3	natal	natal	NOUN
easat-6125	194	4	is	be	AUX
easat-6125	194	5	shown	show	VERB
easat-6125	194	6	to	to	PART
easat-6125	194	7	have	have	VERB
easat-6125	194	8	the	the	DET
easat-6125	194	9	highest	high	ADJ
easat-6125	194	10	number	number	NOUN
easat-6125	194	11	of	of	ADP
easat-6125	194	12	disasters	disaster	NOUN
easat-6125	194	13	,	,	PUNCT
easat-6125	194	14	followed	follow	VERB
easat-6125	194	15	by	by	ADP
easat-6125	194	16	the	the	DET
easat-6125	194	17	eastern	eastern	ADJ
easat-6125	194	18	cape	cape	NOUN
easat-6125	194	19	.	.	PUNCT
easat-6125	195	1	the	the	DET
easat-6125	195	2	northern	northern	ADJ
easat-6125	195	3	cape	cape	NOUN
easat-6125	195	4	and	and	CCONJ
easat-6125	195	5	north	north	NOUN
easat-6125	195	6	-	-	PUNCT
easat-6125	195	7	west	west	NOUN
easat-6125	195	8	experience	experience	NOUN
easat-6125	195	9	fewer	few	ADJ
easat-6125	195	10	disasters	disaster	NOUN
easat-6125	195	11	.	.	PUNCT
easat-6125	196	1	the	the	DET
easat-6125	196	2	diverse	diverse	ADJ
easat-6125	196	3	range	range	NOUN
easat-6125	196	4	of	of	ADP
easat-6125	196	5	disasters	disaster	NOUN
easat-6125	196	6	across	across	ADP
easat-6125	196	7	provinces	province	NOUN
easat-6125	196	8	shows	show	VERB
easat-6125	196	9	that	that	SCONJ
easat-6125	196	10	climatological	climatological	ADJ
easat-6125	196	11	,	,	PUNCT
easat-6125	196	12	hydrological	hydrological	ADJ
easat-6125	196	13	,	,	PUNCT
easat-6125	196	14	and	and	CCONJ
easat-6125	196	15	meteorological	meteorological	ADJ
easat-6125	196	16	events	event	NOUN
easat-6125	196	17	are	be	AUX
easat-6125	196	18	the	the	DET
easat-6125	196	19	most	most	ADV
easat-6125	196	20	prevalent	prevalent	ADJ
easat-6125	196	21	.	.	PUNCT
easat-6125	197	1	kwazulu	kwazulu	PROPN
easat-6125	197	2	-	-	PUNCT
easat-6125	197	3	natal	natal	NOUN
easat-6125	197	4	is	be	AUX
easat-6125	197	5	particularly	particularly	ADV
easat-6125	197	6	susceptible	susceptible	ADJ
easat-6125	197	7	,	,	PUNCT
easat-6125	197	8	with	with	ADP
easat-6125	197	9	a	a	DET
easat-6125	197	10	high	high	ADJ
easat-6125	197	11	frequency	frequency	NOUN
easat-6125	197	12	of	of	ADP
easat-6125	197	13	hydrological	hydrological	ADJ
easat-6125	197	14	and	and	CCONJ
easat-6125	197	15	meteorological	meteorological	ADJ
easat-6125	197	16	events	event	NOUN
easat-6125	197	17	,	,	PUNCT
easat-6125	197	18	while	while	SCONJ
easat-6125	197	19	geophysical	geophysical	ADJ
easat-6125	197	20	disasters	disaster	NOUN
easat-6125	197	21	are	be	AUX
easat-6125	197	22	rare	rare	ADJ
easat-6125	197	23	at	at	ADP
easat-6125	197	24	1.5	1.5	NUM
easat-6125	197	25	%	%	NOUN
easat-6125	197	26	.	.	PUNCT
easat-6125	198	1	droughts	drought	NOUN
easat-6125	198	2	dominate	dominate	VERB
easat-6125	198	3	the	the	DET
easat-6125	198	4	climatological	climatological	ADJ
easat-6125	198	5	subgroup	subgroup	NOUN
easat-6125	198	6	,	,	PUNCT
easat-6125	198	7	with	with	ADP
easat-6125	198	8	44.5	44.5	NUM
easat-6125	198	9	%	%	NOUN
easat-6125	198	10	of	of	ADP
easat-6125	198	11	incidents	incident	NOUN
easat-6125	198	12	being	be	AUX
easat-6125	198	13	water	water	NOUN
easat-6125	198	14	-	-	PUNCT
easat-6125	198	15	related	relate	VERB
easat-6125	198	16	in	in	ADP
easat-6125	198	17	total	total	NOUN
easat-6125	198	18	across	across	ADP
easat-6125	198	19	all	all	DET
easat-6125	198	20	provinces	province	NOUN
easat-6125	198	21	.	.	PUNCT
easat-6125	199	1	meteorological	meteorological	ADJ
easat-6125	199	2	events	event	NOUN
easat-6125	199	3	,	,	PUNCT
easat-6125	199	4	such	such	ADJ
easat-6125	199	5	as	as	ADP
easat-6125	199	6	lightning	lightning	NOUN
easat-6125	199	7	or	or	CCONJ
easat-6125	199	8	thunderstorms	thunderstorm	NOUN
easat-6125	199	9	,	,	PUNCT
easat-6125	199	10	pose	pose	VERB
easat-6125	199	11	immediate	immediate	ADJ
easat-6125	199	12	threats	threat	NOUN
easat-6125	199	13	to	to	ADP
easat-6125	199	14	infrastructure	infrastructure	NOUN
easat-6125	199	15	and	and	CCONJ
easat-6125	199	16	public	public	ADJ
easat-6125	199	17	safety	safety	NOUN
easat-6125	199	18	.	.	PUNCT
easat-6125	200	1	severe	severe	ADJ
easat-6125	200	2	weather	weather	NOUN
easat-6125	200	3	and	and	CCONJ
easat-6125	200	4	tropical	tropical	ADJ
easat-6125	200	5	cyclones	cyclone	NOUN
easat-6125	200	6	are	be	AUX
easat-6125	200	7	also	also	ADV
easat-6125	200	8	significant	significant	ADJ
easat-6125	200	9	.	.	PUNCT
easat-6125	201	1	in	in	ADP
easat-6125	201	2	the	the	DET
easat-6125	201	3	period	period	NOUN
easat-6125	201	4	2000–2024	2000–2024	NUM
easat-6125	201	5	,	,	PUNCT
easat-6125	201	6	the	the	DET
easat-6125	201	7	number	number	NOUN
easat-6125	201	8	of	of	ADP
easat-6125	201	9	people	people	NOUN
easat-6125	201	10	affected	affect	VERB
easat-6125	201	11	per	per	ADP
easat-6125	201	12	million	million	NUM
easat-6125	201	13	was	be	AUX
easat-6125	201	14	highest	high	ADJ
easat-6125	201	15	in	in	ADP
easat-6125	201	16	climatological	climatological	ADJ
easat-6125	201	17	disasters	disaster	NOUN
easat-6125	201	18	,	,	PUNCT
easat-6125	201	19	with	with	SCONJ
easat-6125	201	20	1.2	1.2	NUM
easat-6125	201	21	million	million	NUM
easat-6125	201	22	people	people	NOUN
easat-6125	201	23	affected	affect	VERB
easat-6125	201	24	.	.	PUNCT
easat-6125	202	1	moreover	moreover	ADV
easat-6125	202	2	,	,	PUNCT
easat-6125	202	3	the	the	DET
easat-6125	202	4	study	study	NOUN
easat-6125	202	5	shows	show	VERB
easat-6125	202	6	that	that	SCONJ
easat-6125	202	7	the	the	DET
easat-6125	202	8	most	most	ADV
easat-6125	202	9	common	common	ADJ
easat-6125	202	10	months	month	NOUN
easat-6125	202	11	for	for	ADP
easat-6125	202	12	disaster	disaster	NOUN
easat-6125	202	13	occurrences	occurrence	NOUN
easat-6125	202	14	are	be	AUX
easat-6125	202	15	january	january	PROPN
easat-6125	202	16	,	,	PUNCT
easat-6125	202	17	november	november	PROPN
easat-6125	202	18	,	,	PUNCT
easat-6125	202	19	december	december	PROPN
easat-6125	202	20	,	,	PUNCT
easat-6125	202	21	and	and	CCONJ
easat-6125	202	22	february	february	PROPN
easat-6125	202	23	,	,	PUNCT
easat-6125	202	24	with	with	ADP
easat-6125	202	25	march	march	PROPN
easat-6125	202	26	,	,	PUNCT
easat-6125	202	27	june	june	PROPN
easat-6125	202	28	,	,	PUNCT
easat-6125	202	29	and	and	CCONJ
easat-6125	202	30	may	may	AUX
easat-6125	202	31	being	be	AUX
easat-6125	202	32	the	the	DET
easat-6125	202	33	most	most	ADV
easat-6125	202	34	common	common	ADJ
easat-6125	202	35	from	from	ADP
easat-6125	202	36	2016	2016	NUM
easat-6125	202	37	to	to	ADP
easat-6125	202	38	2024	2024	NUM
easat-6125	202	39	(	(	PUNCT
easat-6125	202	40	see	see	VERB
easat-6125	202	41	figure	figure	NOUN
easat-6125	202	42	6	6	NUM
easat-6125	202	43	)	)	PUNCT
easat-6125	202	44	.	.	PUNCT
easat-6125	203	1	the	the	DET
easat-6125	203	2	number	number	NOUN
easat-6125	203	3	of	of	ADP
easat-6125	203	4	events	event	NOUN
easat-6125	203	5	with	with	ADP
easat-6125	203	6	the	the	DET
easat-6125	203	7	highest	high	ADJ
easat-6125	203	8	spike	spike	NOUN
easat-6125	203	9	was	be	AUX
easat-6125	203	10	seven	seven	NUM
easat-6125	203	11	events	event	NOUN
easat-6125	203	12	between	between	ADP
easat-6125	203	13	2004	2004	NUM
easat-6125	203	14	and	and	CCONJ
easat-6125	203	15	2023	2023	NUM
easat-6125	203	16	,	,	PUNCT
easat-6125	203	17	and	and	CCONJ
easat-6125	203	18	the	the	DET
easat-6125	203	19	lowest	low	ADJ
easat-6125	203	20	was	be	AUX
easat-6125	203	21	two	two	NUM
easat-6125	203	22	,	,	PUNCT
easat-6125	203	23	with	with	ADP
easat-6125	203	24	a	a	DET
easat-6125	203	25	mean	mean	ADJ
easat-6125	203	26	average	average	NOUN
easat-6125	203	27	of	of	ADP
easat-6125	203	28	two	two	NUM
easat-6125	203	29	events	event	NOUN
easat-6125	203	30	per	per	ADP
easat-6125	203	31	year	year	NOUN
easat-6125	203	32	.	.	PUNCT
easat-6125	204	1	furthermore	furthermore	ADV
easat-6125	204	2	,	,	PUNCT
easat-6125	204	3	it	it	PRON
easat-6125	204	4	is	be	AUX
easat-6125	204	5	revealed	reveal	VERB
easat-6125	204	6	that	that	SCONJ
easat-6125	204	7	the	the	DET
easat-6125	204	8	number	number	NOUN
easat-6125	204	9	of	of	ADP
easat-6125	204	10	events	event	NOUN
easat-6125	204	11	directly	directly	ADV
easat-6125	204	12	influences	influence	VERB
easat-6125	204	13	disaster	disaster	NOUN
easat-6125	204	14	occurrences	occurrence	NOUN
easat-6125	204	15	,	,	PUNCT
easat-6125	204	16	with	with	ADP
easat-6125	204	17	a	a	DET
easat-6125	204	18	high	high	ADJ
easat-6125	204	19	frequency	frequency	NOUN
easat-6125	204	20	observed	observe	VERB
easat-6125	204	21	in	in	ADP
easat-6125	204	22	the	the	DET
easat-6125	204	23	years	year	NOUN
easat-6125	204	24	2020–2024	2020–2024	NUM
easat-6125	204	25	,	,	PUNCT
easat-6125	204	26	indicating	indicate	VERB
easat-6125	204	27	an	an	DET
easat-6125	204	28	increased	increase	VERB
easat-6125	204	29	likelihood	likelihood	NOUN
easat-6125	204	30	of	of	ADP
easat-6125	204	31	such	such	ADJ
easat-6125	204	32	events	event	NOUN
easat-6125	204	33	.	.	PUNCT
easat-6125	205	1	866	866	NUM
easat-6125	205	2	edelweiss	edelweiss	PROPN
easat-6125	205	3	applied	apply	VERB
easat-6125	205	4	science	science	NOUN
easat-6125	205	5	and	and	CCONJ
easat-6125	205	6	technology	technology	NOUN
easat-6125	205	7	issn	issn	PROPN
easat-6125	205	8	:	:	PUNCT
easat-6125	205	9	2576	2576	NUM
easat-6125	205	10	-	-	SYM
easat-6125	205	11	8484	8484	NUM
easat-6125	205	12	vol	vol	NOUN
easat-6125	205	13	.	.	PROPN
easat-6125	206	1	9	9	NUM
easat-6125	206	2	,	,	PUNCT
easat-6125	206	3	no	no	INTJ
easat-6125	206	4	.	.	NOUN
easat-6125	206	5	4	4	NUM
easat-6125	206	6	:	:	PUNCT
easat-6125	206	7	856	856	NUM
easat-6125	206	8	-	-	SYM
easat-6125	206	9	868	868	NUM
easat-6125	206	10	,	,	PUNCT
easat-6125	206	11	2025	2025	NUM
easat-6125	206	12	doi	doi	NOUN
easat-6125	206	13	:	:	PUNCT
easat-6125	206	14	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	206	15	©	©	PROPN
easat-6125	206	16	2025	2025	NUM
easat-6125	206	17	by	by	ADP
easat-6125	206	18	the	the	DET
easat-6125	206	19	authors	author	NOUN
easat-6125	206	20	;	;	PUNCT
easat-6125	206	21	licensee	licensee	PROPN
easat-6125	206	22	learning	learning	NOUN
easat-6125	206	23	gate	gate	NOUN
easat-6125	206	24	this	this	DET
easat-6125	206	25	highlights	highlight	NOUN
easat-6125	206	26	the	the	DET
easat-6125	206	27	surge	surge	NOUN
easat-6125	206	28	in	in	ADP
easat-6125	206	29	damages	damage	NOUN
easat-6125	206	30	from	from	ADP
easat-6125	206	31	business	business	NOUN
easat-6125	206	32	interruptions	interruption	NOUN
easat-6125	206	33	,	,	PUNCT
easat-6125	206	34	agricultural	agricultural	ADJ
easat-6125	206	35	losses	loss	NOUN
easat-6125	206	36	,	,	PUNCT
easat-6125	206	37	and	and	CCONJ
easat-6125	206	38	property	property	NOUN
easat-6125	206	39	that	that	PRON
easat-6125	206	40	necessitated	necessitate	VERB
easat-6125	206	41	policymakers	policymaker	NOUN
easat-6125	206	42	and	and	CCONJ
easat-6125	206	43	the	the	DET
easat-6125	206	44	government	government	NOUN
easat-6125	206	45	intervening	intervene	VERB
easat-6125	206	46	.	.	PUNCT
easat-6125	207	1	anekwe	anekwe	NOUN
easat-6125	207	2	,	,	PUNCT
easat-6125	207	3	et	et	PROPN
easat-6125	207	4	al	al	PROPN
easat-6125	207	5	.	.	PUNCT
easat-6125	208	1	[	[	X
easat-6125	208	2	34	34	NUM
easat-6125	208	3	]	]	PUNCT
easat-6125	208	4	concurs	concur	VERB
easat-6125	208	5	and	and	CCONJ
easat-6125	208	6	states	state	VERB
easat-6125	208	7	that	that	SCONJ
easat-6125	208	8	southern	southern	PROPN
easat-6125	208	9	africa	africa	PROPN
easat-6125	208	10	is	be	AUX
easat-6125	208	11	facing	face	VERB
easat-6125	208	12	climate	climate	NOUN
easat-6125	208	13	change	change	NOUN
easat-6125	208	14	due	due	ADP
easat-6125	208	15	to	to	ADP
easat-6125	208	16	warming	warm	VERB
easat-6125	208	17	and	and	CCONJ
easat-6125	208	18	drying	dry	VERB
easat-6125	208	19	trends	trend	NOUN
easat-6125	208	20	,	,	PUNCT
easat-6125	208	21	causing	cause	VERB
easat-6125	208	22	stresses	stress	NOUN
easat-6125	208	23	in	in	ADP
easat-6125	208	24	a	a	DET
easat-6125	208	25	warm	warm	ADJ
easat-6125	208	26	,	,	PUNCT
easat-6125	208	27	dry	dry	ADJ
easat-6125	208	28	,	,	PUNCT
easat-6125	208	29	and	and	CCONJ
easat-6125	208	30	water	water	NOUN
easat-6125	208	31	-	-	PUNCT
easat-6125	208	32	stressed	stress	VERB
easat-6125	208	33	region	region	NOUN
easat-6125	208	34	.	.	PUNCT
easat-6125	209	1	despite	despite	SCONJ
easat-6125	209	2	uncertainty	uncertainty	NOUN
easat-6125	209	3	in	in	ADP
easat-6125	209	4	rainfall	rainfall	NOUN
easat-6125	209	5	,	,	PUNCT
easat-6125	209	6	projections	projection	NOUN
easat-6125	209	7	suggest	suggest	VERB
easat-6125	209	8	drier	dry	ADJ
easat-6125	209	9	conditions	condition	NOUN
easat-6125	209	10	.	.	PUNCT
easat-6125	210	1	low	low	ADJ
easat-6125	210	2	mitigation	mitigation	NOUN
easat-6125	210	3	features	feature	NOUN
easat-6125	210	4	are	be	AUX
easat-6125	210	5	likely	likely	ADJ
easat-6125	210	6	to	to	PART
easat-6125	210	7	lead	lead	VERB
easat-6125	210	8	to	to	ADP
easat-6125	210	9	increased	increase	VERB
easat-6125	210	10	regional	regional	ADJ
easat-6125	210	11	warming	warming	NOUN
easat-6125	210	12	,	,	PUNCT
easat-6125	210	13	soil	soil	NOUN
easat-6125	210	14	moisture	moisture	NOUN
easat-6125	210	15	availability	availability	NOUN
easat-6125	210	16	reductions	reduction	NOUN
easat-6125	210	17	,	,	PUNCT
easat-6125	210	18	heatwaves	heatwave	NOUN
easat-6125	210	19	,	,	PUNCT
easat-6125	210	20	and	and	CCONJ
easat-6125	210	21	fire	fire	NOUN
easat-6125	210	22	-	-	PUNCT
easat-6125	210	23	danger	danger	NOUN
easat-6125	210	24	days	day	NOUN
easat-6125	210	25	.	.	PUNCT
easat-6125	211	1	the	the	DET
easat-6125	211	2	region	region	NOUN
easat-6125	211	3	is	be	AUX
easat-6125	211	4	at	at	ADP
easat-6125	211	5	risk	risk	NOUN
easat-6125	211	6	of	of	ADP
easat-6125	211	7	tipping	tip	VERB
easat-6125	211	8	off	off	ADP
easat-6125	211	9	into	into	ADP
easat-6125	211	10	a	a	DET
easat-6125	211	11	new	new	ADJ
easat-6125	211	12	regime	regime	NOUN
easat-6125	211	13	,	,	PUNCT
easat-6125	211	14	with	with	ADP
easat-6125	211	15	unprecedented	unprecedented	ADJ
easat-6125	211	16	impacts	impact	NOUN
easat-6125	211	17	like	like	ADP
easat-6125	211	18	drought	drought	NOUN
easat-6125	211	19	,	,	PUNCT
easat-6125	211	20	industry	industry	NOUN
easat-6125	211	21	collapse	collapse	NOUN
easat-6125	211	22	,	,	PUNCT
easat-6125	211	23	and	and	CCONJ
easat-6125	211	24	tropical	tropical	ADJ
easat-6125	211	25	cyclone	cyclone	NOUN
easat-6125	211	26	shifts	shift	NOUN
easat-6125	211	27	.	.	PUNCT
easat-6125	212	1	jegede	jegede	NOUN
easat-6125	212	2	,	,	PUNCT
easat-6125	212	3	et	et	PROPN
easat-6125	212	4	al	al	PROPN
easat-6125	212	5	.	.	PUNCT
easat-6125	213	1	[	[	X
easat-6125	213	2	14	14	NUM
easat-6125	213	3	]	]	PUNCT
easat-6125	213	4	further	far	ADV
easat-6125	213	5	argued	argue	VERB
easat-6125	213	6	that	that	SCONJ
easat-6125	213	7	climate	climate	NOUN
easat-6125	213	8	change	change	NOUN
easat-6125	213	9	poses	pose	VERB
easat-6125	213	10	sustainability	sustainability	NOUN
easat-6125	213	11	challenges	challenge	NOUN
easat-6125	213	12	globally	globally	ADV
easat-6125	213	13	,	,	PUNCT
easat-6125	213	14	particularly	particularly	ADV
easat-6125	213	15	in	in	ADP
easat-6125	213	16	africa	africa	PROPN
easat-6125	213	17	,	,	PUNCT
easat-6125	213	18	where	where	SCONJ
easat-6125	213	19	it	it	PRON
easat-6125	213	20	is	be	AUX
easat-6125	213	21	one	one	NUM
easat-6125	213	22	of	of	ADP
easat-6125	213	23	the	the	DET
easat-6125	213	24	most	most	ADV
easat-6125	213	25	vulnerable	vulnerable	ADJ
easat-6125	213	26	regions	region	NOUN
easat-6125	213	27	.	.	PUNCT
easat-6125	214	1	adaptation	adaptation	NOUN
easat-6125	214	2	policies	policy	NOUN
easat-6125	214	3	should	should	AUX
easat-6125	214	4	be	be	AUX
easat-6125	214	5	developed	develop	VERB
easat-6125	214	6	by	by	ADP
easat-6125	214	7	african	african	ADJ
easat-6125	214	8	countries	country	NOUN
easat-6125	214	9	,	,	PUNCT
easat-6125	214	10	with	with	ADP
easat-6125	214	11	insurance	insurance	NOUN
easat-6125	214	12	playing	play	VERB
easat-6125	214	13	a	a	DET
easat-6125	214	14	crucial	crucial	ADJ
easat-6125	214	15	role	role	NOUN
easat-6125	214	16	in	in	ADP
easat-6125	214	17	providing	provide	VERB
easat-6125	214	18	resources	resource	NOUN
easat-6125	214	19	for	for	ADP
easat-6125	214	20	rebuilding	rebuild	VERB
easat-6125	214	21	societies	society	NOUN
easat-6125	214	22	after	after	ADP
easat-6125	214	23	extreme	extreme	ADJ
easat-6125	214	24	weather	weather	NOUN
easat-6125	214	25	events	event	NOUN
easat-6125	214	26	.	.	PUNCT
easat-6125	215	1	these	these	DET
easat-6125	215	2	insights	insight	NOUN
easat-6125	215	3	are	be	AUX
easat-6125	215	4	crucial	crucial	ADJ
easat-6125	215	5	for	for	SCONJ
easat-6125	215	6	policymakers	policymaker	NOUN
easat-6125	215	7	and	and	CCONJ
easat-6125	215	8	disaster	disaster	NOUN
easat-6125	215	9	management	management	NOUN
easat-6125	215	10	authorities	authority	NOUN
easat-6125	215	11	to	to	PART
easat-6125	215	12	mitigate	mitigate	VERB
easat-6125	215	13	risks	risk	NOUN
easat-6125	215	14	and	and	CCONJ
easat-6125	215	15	protect	protect	VERB
easat-6125	215	16	lives	life	NOUN
easat-6125	215	17	.	.	PUNCT
easat-6125	216	1	addressing	address	VERB
easat-6125	216	2	these	these	DET
easat-6125	216	3	challenges	challenge	NOUN
easat-6125	216	4	requires	require	VERB
easat-6125	216	5	a	a	DET
easat-6125	216	6	comprehensive	comprehensive	ADJ
easat-6125	216	7	approach	approach	NOUN
easat-6125	216	8	involving	involve	VERB
easat-6125	216	9	early	early	ADJ
easat-6125	216	10	warning	warning	NOUN
easat-6125	216	11	systems	system	NOUN
easat-6125	216	12	,	,	PUNCT
easat-6125	216	13	community	community	NOUN
easat-6125	216	14	education	education	NOUN
easat-6125	216	15	,	,	PUNCT
easat-6125	216	16	and	and	CCONJ
easat-6125	216	17	infrastructure	infrastructure	NOUN
easat-6125	216	18	resilience	resilience	NOUN
easat-6125	216	19	measures	measure	NOUN
easat-6125	216	20	.	.	PUNCT
easat-6125	217	1	it	it	PRON
easat-6125	217	2	is	be	AUX
easat-6125	217	3	high	high	ADJ
easat-6125	217	4	time	time	NOUN
easat-6125	217	5	that	that	PRON
easat-6125	217	6	the	the	DET
easat-6125	217	7	south	south	ADJ
easat-6125	217	8	african	african	ADJ
easat-6125	217	9	government	government	NOUN
easat-6125	217	10	and	and	CCONJ
easat-6125	217	11	policymakers	policymaker	NOUN
easat-6125	217	12	adapt	adapt	VERB
easat-6125	217	13	early	early	ADJ
easat-6125	217	14	warning	warning	NOUN
easat-6125	217	15	systems	system	NOUN
easat-6125	217	16	,	,	PUNCT
easat-6125	217	17	like	like	ADP
easat-6125	217	18	sensors	sensor	NOUN
easat-6125	217	19	,	,	PUNCT
easat-6125	217	20	to	to	PART
easat-6125	217	21	potentially	potentially	ADV
easat-6125	217	22	warn	warn	VERB
easat-6125	217	23	against	against	ADP
easat-6125	217	24	catastrophic	catastrophic	ADJ
easat-6125	217	25	weather	weather	NOUN
easat-6125	217	26	.	.	PUNCT
easat-6125	218	1	furthermore	furthermore	ADV
easat-6125	218	2	,	,	PUNCT
easat-6125	218	3	the	the	DET
easat-6125	218	4	insurers	insurer	NOUN
easat-6125	218	5	need	need	VERB
easat-6125	218	6	to	to	PART
easat-6125	218	7	develop	develop	VERB
easat-6125	218	8	systems	system	NOUN
easat-6125	218	9	that	that	PRON
easat-6125	218	10	can	can	AUX
easat-6125	218	11	gather	gather	VERB
easat-6125	218	12	catastrophic	catastrophic	ADJ
easat-6125	218	13	data	datum	NOUN
easat-6125	218	14	and	and	CCONJ
easat-6125	218	15	transmit	transmit	VERB
easat-6125	218	16	observations	observation	NOUN
easat-6125	218	17	about	about	ADP
easat-6125	218	18	upcoming	upcoming	ADJ
easat-6125	218	19	disasters	disaster	NOUN
easat-6125	218	20	.	.	PUNCT
easat-6125	219	1	scientists	scientist	NOUN
easat-6125	219	2	in	in	ADP
easat-6125	219	3	the	the	DET
easat-6125	219	4	field	field	NOUN
easat-6125	219	5	of	of	ADP
easat-6125	219	6	statistics	statistic	NOUN
easat-6125	219	7	and	and	CCONJ
easat-6125	219	8	geospacer	geospacer	NOUN
easat-6125	219	9	need	need	VERB
easat-6125	219	10	to	to	PART
easat-6125	219	11	be	be	AUX
easat-6125	219	12	employed	employ	VERB
easat-6125	219	13	by	by	ADP
easat-6125	219	14	the	the	DET
easat-6125	219	15	government	government	NOUN
easat-6125	219	16	and	and	CCONJ
easat-6125	219	17	policymakers	policymaker	NOUN
easat-6125	219	18	to	to	PART
easat-6125	219	19	further	far	ADV
easat-6125	219	20	analyse	analyse	VERB
easat-6125	219	21	trends	trend	NOUN
easat-6125	219	22	and	and	CCONJ
easat-6125	219	23	create	create	VERB
easat-6125	219	24	algorithms	algorithm	NOUN
easat-6125	219	25	that	that	PRON
easat-6125	219	26	can	can	AUX
easat-6125	219	27	help	help	VERB
easat-6125	219	28	in	in	ADP
easat-6125	219	29	detecting	detect	VERB
easat-6125	219	30	and	and	CCONJ
easat-6125	219	31	forecasting	forecast	VERB
easat-6125	219	32	the	the	DET
easat-6125	219	33	possible	possible	ADJ
easat-6125	219	34	consequences	consequence	NOUN
easat-6125	219	35	and	and	CCONJ
easat-6125	219	36	trends	trend	NOUN
easat-6125	219	37	.	.	PUNCT
easat-6125	220	1	this	this	PRON
easat-6125	220	2	will	will	AUX
easat-6125	220	3	improve	improve	VERB
easat-6125	220	4	the	the	DET
easat-6125	220	5	risk	risk	NOUN
easat-6125	220	6	and	and	CCONJ
easat-6125	220	7	preparedness	preparedness	NOUN
easat-6125	220	8	at	at	ADP
easat-6125	220	9	all	all	DET
easat-6125	220	10	levels	level	NOUN
easat-6125	220	11	to	to	PART
easat-6125	220	12	respond	respond	VERB
easat-6125	220	13	to	to	ADP
easat-6125	220	14	the	the	DET
easat-6125	220	15	catastrophic	catastrophic	ADJ
easat-6125	220	16	warnings	warning	NOUN
easat-6125	220	17	received	receive	VERB
easat-6125	220	18	.	.	PUNCT
easat-6125	221	1	funding	fund	VERB
easat-6125	221	2	for	for	ADP
easat-6125	221	3	universities	university	NOUN
easat-6125	221	4	to	to	PART
easat-6125	221	5	further	far	ADV
easat-6125	221	6	research	research	VERB
easat-6125	221	7	these	these	DET
easat-6125	221	8	events	event	NOUN
easat-6125	221	9	can	can	AUX
easat-6125	221	10	also	also	ADV
easat-6125	221	11	play	play	VERB
easat-6125	221	12	a	a	DET
easat-6125	221	13	great	great	ADJ
easat-6125	221	14	deal	deal	NOUN
easat-6125	221	15	.	.	PUNCT
easat-6125	222	1	community	community	NOUN
easat-6125	222	2	education	education	NOUN
easat-6125	222	3	,	,	PUNCT
easat-6125	222	4	such	such	ADJ
easat-6125	222	5	as	as	ADP
easat-6125	222	6	teaching	teach	VERB
easat-6125	222	7	people	people	NOUN
easat-6125	222	8	in	in	ADP
easat-6125	222	9	the	the	DET
easat-6125	222	10	surrounding	surround	VERB
easat-6125	222	11	areas	area	NOUN
easat-6125	222	12	which	which	PRON
easat-6125	222	13	are	be	AUX
easat-6125	222	14	at	at	ADP
easat-6125	222	15	high	high	ADJ
easat-6125	222	16	risk	risk	NOUN
easat-6125	222	17	.	.	PUNCT
easat-6125	223	1	for	for	ADP
easat-6125	223	2	example	example	NOUN
easat-6125	223	3	,	,	PUNCT
easat-6125	223	4	to	to	PART
easat-6125	223	5	educate	educate	VERB
easat-6125	223	6	and	and	CCONJ
easat-6125	223	7	inform	inform	VERB
easat-6125	223	8	such	such	ADJ
easat-6125	223	9	residence	residence	NOUN
easat-6125	223	10	why	why	SCONJ
easat-6125	223	11	they	they	PRON
easat-6125	223	12	should	should	AUX
easat-6125	223	13	not	not	PART
easat-6125	223	14	build	build	VERB
easat-6125	223	15	infrastructure	infrastructure	NOUN
easat-6125	223	16	next	next	ADV
easat-6125	223	17	to	to	ADP
easat-6125	223	18	the	the	DET
easat-6125	223	19	river	river	NOUN
easat-6125	223	20	banks	bank	NOUN
easat-6125	223	21	and	and	CCONJ
easat-6125	223	22	wetlands	wetland	NOUN
easat-6125	223	23	above	above	ADP
easat-6125	223	24	all	all	PRON
easat-6125	223	25	,	,	PUNCT
easat-6125	223	26	new	new	ADJ
easat-6125	223	27	infrastructure	infrastructure	NOUN
easat-6125	223	28	development	development	NOUN
easat-6125	223	29	,	,	PUNCT
easat-6125	223	30	such	such	ADJ
easat-6125	223	31	as	as	ADP
easat-6125	223	32	bridges	bridge	NOUN
easat-6125	223	33	and	and	CCONJ
easat-6125	223	34	drainage	drainage	NOUN
easat-6125	223	35	systems	system	NOUN
easat-6125	223	36	in	in	ADP
easat-6125	223	37	areas	area	NOUN
easat-6125	223	38	of	of	ADP
easat-6125	223	39	high	high	ADJ
easat-6125	223	40	risk	risk	NOUN
easat-6125	223	41	,	,	PUNCT
easat-6125	223	42	needs	need	VERB
easat-6125	223	43	to	to	PART
easat-6125	223	44	be	be	AUX
easat-6125	223	45	implemented	implement	VERB
easat-6125	223	46	.	.	PUNCT
easat-6125	224	1	insurers	insurer	NOUN
easat-6125	224	2	need	need	VERB
easat-6125	224	3	to	to	PART
easat-6125	224	4	start	start	VERB
easat-6125	224	5	rating	rate	VERB
easat-6125	224	6	for	for	ADP
easat-6125	224	7	such	such	ADJ
easat-6125	224	8	risks	risk	NOUN
easat-6125	224	9	in	in	ADP
easat-6125	224	10	their	their	PRON
easat-6125	224	11	premium	premium	NOUN
easat-6125	224	12	covers	cover	NOUN
easat-6125	224	13	to	to	PART
easat-6125	224	14	be	be	AUX
easat-6125	224	15	able	able	ADJ
easat-6125	224	16	to	to	PART
easat-6125	224	17	withstand	withstand	VERB
easat-6125	224	18	the	the	DET
easat-6125	224	19	severity	severity	NOUN
easat-6125	224	20	of	of	ADP
easat-6125	224	21	these	these	DET
easat-6125	224	22	events	event	NOUN
easat-6125	224	23	.	.	PUNCT
easat-6125	225	1	this	this	PRON
easat-6125	225	2	will	will	AUX
easat-6125	225	3	might	might	AUX
easat-6125	225	4	help	help	VERB
easat-6125	225	5	them	they	PRON
easat-6125	225	6	to	to	PART
easat-6125	225	7	sustain	sustain	VERB
easat-6125	225	8	their	their	PRON
easat-6125	225	9	profit	profit	NOUN
easat-6125	225	10	margins	margin	NOUN
easat-6125	225	11	and	and	CCONJ
easat-6125	225	12	improve	improve	VERB
easat-6125	225	13	the	the	DET
easat-6125	225	14	insurers	insurer	NOUN
easat-6125	225	15	,	,	PUNCT
easat-6125	225	16	banks	bank	NOUN
easat-6125	225	17	'	'	PART
easat-6125	225	18	stability	stability	NOUN
easat-6125	225	19	,	,	PUNCT
easat-6125	225	20	stock	stock	NOUN
easat-6125	225	21	market	market	NOUN
easat-6125	225	22	returns	return	NOUN
easat-6125	225	23	and	and	CCONJ
easat-6125	225	24	international	international	ADJ
easat-6125	225	25	lending	lending	NOUN
easat-6125	225	26	.	.	PUNCT
easat-6125	226	1	even	even	ADV
easat-6125	226	2	though	though	SCONJ
easat-6125	226	3	there	there	PRON
easat-6125	226	4	is	be	VERB
easat-6125	226	5	resistance	resistance	NOUN
easat-6125	226	6	for	for	SCONJ
easat-6125	226	7	policymakers	policymaker	NOUN
easat-6125	226	8	to	to	PART
easat-6125	226	9	include	include	VERB
easat-6125	226	10	these	these	DET
easat-6125	226	11	events	event	NOUN
easat-6125	226	12	in	in	ADP
easat-6125	226	13	premium	premium	NOUN
easat-6125	226	14	ratings	rating	NOUN
easat-6125	226	15	due	due	ADP
easat-6125	226	16	to	to	ADP
easat-6125	226	17	fear	fear	NOUN
easat-6125	226	18	of	of	ADP
easat-6125	226	19	overpricing	overpricing	NOUN
easat-6125	226	20	or	or	CCONJ
easat-6125	226	21	underpricing	underpricing	NOUN
easat-6125	226	22	of	of	ADP
easat-6125	226	23	products	product	NOUN
easat-6125	226	24	,	,	PUNCT
easat-6125	226	25	new	new	ADJ
easat-6125	226	26	mathematical	mathematical	ADJ
easat-6125	226	27	methods	method	NOUN
easat-6125	226	28	such	such	ADJ
easat-6125	226	29	as	as	ADP
easat-6125	226	30	machine	machine	NOUN
easat-6125	226	31	learning	learning	NOUN
easat-6125	226	32	and	and	CCONJ
easat-6125	226	33	artificial	artificial	ADJ
easat-6125	226	34	intelligence	intelligence	NOUN
easat-6125	226	35	can	can	AUX
easat-6125	226	36	assist	assist	VERB
easat-6125	226	37	in	in	ADP
easat-6125	226	38	mitigating	mitigate	VERB
easat-6125	226	39	such	such	ADJ
easat-6125	226	40	risk	risk	NOUN
easat-6125	226	41	.	.	PUNCT
easat-6125	227	1	such	such	ADJ
easat-6125	227	2	issues	issue	NOUN
easat-6125	227	3	and	and	CCONJ
easat-6125	227	4	mitgations	mitgation	NOUN
easat-6125	227	5	are	be	AUX
easat-6125	227	6	further	far	ADV
easat-6125	227	7	highlighted	highlight	VERB
easat-6125	227	8	in	in	ADP
easat-6125	227	9	the	the	DET
easat-6125	227	10	united	united	PROPN
easat-6125	227	11	nations	nations	PROPN
easat-6125	227	12	'	'	PART
easat-6125	227	13	sustainable	sustainable	ADJ
easat-6125	227	14	development	development	NOUN
easat-6125	227	15	goals	goal	NOUN
easat-6125	227	16	(	(	PUNCT
easat-6125	227	17	sdgs	sdgs	ADJ
easat-6125	227	18	)	)	PUNCT
easat-6125	227	19	,	,	PUNCT
easat-6125	227	20	where	where	SCONJ
easat-6125	227	21	insurers	insurer	NOUN
easat-6125	227	22	can	can	AUX
easat-6125	227	23	mitigate	mitigate	VERB
easat-6125	227	24	the	the	DET
easat-6125	227	25	risk	risk	NOUN
easat-6125	227	26	by	by	ADP
easat-6125	227	27	providing	provide	VERB
easat-6125	227	28	insurance	insurance	NOUN
easat-6125	227	29	products	product	NOUN
easat-6125	227	30	for	for	ADP
easat-6125	227	31	new	new	ADJ
easat-6125	227	32	-	-	PUNCT
easat-6125	227	33	generation	generation	NOUN
easat-6125	227	34	agricultural	agricultural	ADJ
easat-6125	227	35	policies	policy	NOUN
easat-6125	227	36	(	(	PUNCT
easat-6125	227	37	sdg2	sdg2	PROPN
easat-6125	227	38	)	)	PUNCT
easat-6125	227	39	,	,	PUNCT
easat-6125	227	40	protecting	protect	VERB
easat-6125	227	41	people	people	NOUN
easat-6125	227	42	and	and	CCONJ
easat-6125	227	43	businesses	business	NOUN
easat-6125	227	44	from	from	ADP
easat-6125	227	45	environmental	environmental	ADJ
easat-6125	227	46	health	health	NOUN
easat-6125	227	47	risks	risk	NOUN
easat-6125	227	48	(	(	PUNCT
easat-6125	227	49	sdg3	sdg3	PROPN
easat-6125	227	50	)	)	PUNCT
easat-6125	227	51	,	,	PUNCT
easat-6125	227	52	protecting	protect	VERB
easat-6125	227	53	industrial	industrial	ADJ
easat-6125	227	54	infrastructure	infrastructure	NOUN
easat-6125	227	55	(	(	PUNCT
easat-6125	227	56	sdg9	sdg9	PROPN
easat-6125	227	57	)	)	PUNCT
easat-6125	227	58	,	,	PUNCT
easat-6125	227	59	supporting	support	VERB
easat-6125	227	60	lowcarbon	lowcarbon	NOUN
easat-6125	227	61	development	development	NOUN
easat-6125	227	62	(	(	PUNCT
easat-6125	227	63	sdg7	sdg7	PROPN
easat-6125	227	64	)	)	PUNCT
easat-6125	227	65	,	,	PUNCT
easat-6125	227	66	promoting	promote	VERB
easat-6125	227	67	sustainable	sustainable	ADJ
easat-6125	227	68	production	production	NOUN
easat-6125	227	69	and	and	CCONJ
easat-6125	227	70	consumption	consumption	NOUN
easat-6125	227	71	(	(	PUNCT
easat-6125	227	72	sdg12	sdg12	ADJ
easat-6125	227	73	)	)	PUNCT
easat-6125	227	74	,	,	PUNCT
easat-6125	227	75	and	and	CCONJ
easat-6125	227	76	addressing	address	VERB
easat-6125	227	77	climate	climate	NOUN
easat-6125	227	78	-	-	PUNCT
easat-6125	227	79	related	relate	VERB
easat-6125	227	80	weather	weather	NOUN
easat-6125	227	81	extremes	extreme	NOUN
easat-6125	227	82	(	(	PUNCT
easat-6125	227	83	sdg13	sdg13	PROPN
easat-6125	227	84	)	)	PUNCT
easat-6125	228	1	[	[	X
easat-6125	228	2	35	35	NUM
easat-6125	228	3	]	]	PUNCT
easat-6125	228	4	.	.	PUNCT
easat-6125	229	1	this	this	PRON
easat-6125	229	2	will	will	AUX
easat-6125	229	3	also	also	ADV
easat-6125	229	4	be	be	AUX
easat-6125	229	5	possible	possible	ADJ
easat-6125	229	6	if	if	SCONJ
easat-6125	229	7	the	the	DET
easat-6125	229	8	government	government	NOUN
easat-6125	229	9	is	be	AUX
easat-6125	229	10	also	also	ADV
easat-6125	229	11	involved	involve	VERB
easat-6125	229	12	in	in	ADP
easat-6125	229	13	such	such	ADJ
easat-6125	229	14	discussions	discussion	NOUN
easat-6125	229	15	.	.	PUNCT
easat-6125	230	1	6	6	X
easat-6125	230	2	.	.	X
easat-6125	230	3	conclusion	conclusion	NOUN
easat-6125	230	4	the	the	DET
easat-6125	230	5	study	study	NOUN
easat-6125	230	6	reveals	reveal	VERB
easat-6125	230	7	that	that	SCONJ
easat-6125	230	8	droughts	drought	NOUN
easat-6125	230	9	are	be	AUX
easat-6125	230	10	the	the	DET
easat-6125	230	11	most	most	ADV
easat-6125	230	12	significant	significant	ADJ
easat-6125	230	13	climatological	climatological	ADJ
easat-6125	230	14	concern	concern	NOUN
easat-6125	230	15	in	in	ADP
easat-6125	230	16	south	south	PROPN
easat-6125	230	17	africa	africa	PROPN
easat-6125	230	18	,	,	PUNCT
easat-6125	230	19	with	with	ADP
easat-6125	230	20	hydrological	hydrological	ADJ
easat-6125	230	21	disasters	disaster	NOUN
easat-6125	230	22	being	be	AUX
easat-6125	230	23	the	the	DET
easat-6125	230	24	most	most	ADV
easat-6125	230	25	common	common	ADJ
easat-6125	230	26	.	.	PUNCT
easat-6125	231	1	meteorological	meteorological	ADJ
easat-6125	231	2	disasters	disaster	NOUN
easat-6125	231	3	are	be	AUX
easat-6125	231	4	more	more	ADV
easat-6125	231	5	frequent	frequent	ADJ
easat-6125	231	6	,	,	PUNCT
easat-6125	231	7	emphasising	emphasise	VERB
easat-6125	231	8	the	the	DET
easat-6125	231	9	need	need	NOUN
easat-6125	231	10	for	for	ADP
easat-6125	231	11	robust	robust	ADJ
easat-6125	231	12	preparedness	preparedness	NOUN
easat-6125	231	13	and	and	CCONJ
easat-6125	231	14	response	response	NOUN
easat-6125	231	15	measures	measure	NOUN
easat-6125	231	16	.	.	PUNCT
easat-6125	232	1	addressing	address	VERB
easat-6125	232	2	these	these	DET
easat-6125	232	3	challenges	challenge	NOUN
easat-6125	232	4	requires	require	VERB
easat-6125	232	5	a	a	DET
easat-6125	232	6	comprehensive	comprehensive	ADJ
easat-6125	232	7	approach	approach	NOUN
easat-6125	232	8	involving	involve	VERB
easat-6125	232	9	early	early	ADJ
easat-6125	232	10	warning	warning	NOUN
easat-6125	232	11	systems	system	NOUN
easat-6125	232	12	,	,	PUNCT
easat-6125	232	13	community	community	NOUN
easat-6125	232	14	education	education	NOUN
easat-6125	232	15	,	,	PUNCT
easat-6125	232	16	and	and	CCONJ
easat-6125	232	17	infrastructure	infrastructure	NOUN
easat-6125	232	18	resilience	resilience	NOUN
easat-6125	232	19	measures	measure	NOUN
easat-6125	232	20	.	.	PUNCT
easat-6125	233	1	the	the	DET
easat-6125	233	2	south	south	ADJ
easat-6125	233	3	african	african	ADJ
easat-6125	233	4	government	government	NOUN
easat-6125	233	5	and	and	CCONJ
easat-6125	233	6	policymakers	policymaker	NOUN
easat-6125	233	7	need	need	VERB
easat-6125	233	8	to	to	PART
easat-6125	233	9	adopt	adopt	VERB
easat-6125	233	10	a	a	DET
easat-6125	233	11	comprehensive	comprehensive	ADJ
easat-6125	233	12	approach	approach	NOUN
easat-6125	233	13	to	to	PART
easat-6125	233	14	mitigate	mitigate	VERB
easat-6125	233	15	climate	climate	NOUN
easat-6125	233	16	change	change	NOUN
easat-6125	233	17	challenges	challenge	NOUN
easat-6125	233	18	.	.	PUNCT
easat-6125	234	1	this	this	PRON
easat-6125	234	2	includes	include	VERB
easat-6125	234	3	implementing	implement	VERB
easat-6125	234	4	early	early	ADJ
easat-6125	234	5	warning	warning	NOUN
easat-6125	234	6	systems	system	NOUN
easat-6125	234	7	,	,	PUNCT
easat-6125	234	8	community	community	NOUN
easat-6125	234	9	education	education	NOUN
easat-6125	234	10	,	,	PUNCT
easat-6125	234	11	and	and	CCONJ
easat-6125	234	12	infrastructure	infrastructure	NOUN
easat-6125	234	13	resilience	resilience	NOUN
easat-6125	234	14	measures	measure	NOUN
easat-6125	234	15	.	.	PUNCT
easat-6125	235	1	insurers	insurer	NOUN
easat-6125	235	2	should	should	AUX
easat-6125	235	3	develop	develop	VERB
easat-6125	235	4	systems	system	NOUN
easat-6125	235	5	to	to	PART
easat-6125	235	6	gather	gather	VERB
easat-6125	235	7	data	datum	NOUN
easat-6125	235	8	and	and	CCONJ
easat-6125	235	9	transmit	transmit	VERB
easat-6125	235	10	early	early	ADJ
easat-6125	235	11	warning	warning	NOUN
easat-6125	235	12	signs	sign	NOUN
easat-6125	235	13	about	about	ADP
easat-6125	235	14	upcoming	upcoming	ADJ
easat-6125	235	15	disasters	disaster	NOUN
easat-6125	235	16	,	,	PUNCT
easat-6125	235	17	and	and	CCONJ
easat-6125	235	18	employ	employ	VERB
easat-6125	235	19	statistics	statistic	NOUN
easat-6125	235	20	and	and	CCONJ
easat-6125	235	21	geospace	geospace	VERB
easat-6125	235	22	scientists	scientist	NOUN
easat-6125	235	23	to	to	PART
easat-6125	235	24	analyse	analyse	VERB
easat-6125	235	25	trends	trend	NOUN
easat-6125	235	26	and	and	CCONJ
easat-6125	235	27	create	create	VERB
easat-6125	235	28	algorithms	algorithm	NOUN
easat-6125	235	29	related	relate	VERB
easat-6125	235	30	to	to	ADP
easat-6125	235	31	mitigation	mitigation	NOUN
easat-6125	235	32	of	of	ADP
easat-6125	235	33	catastrophic	catastrophic	ADJ
easat-6125	235	34	events	event	NOUN
easat-6125	235	35	.	.	PUNCT
easat-6125	236	1	funding	fund	VERB
easat-6125	236	2	for	for	ADP
easat-6125	236	3	universities	university	NOUN
easat-6125	236	4	to	to	PART
easat-6125	236	5	conduct	conduct	VERB
easat-6125	236	6	research	research	NOUN
easat-6125	236	7	on	on	ADP
easat-6125	236	8	such	such	ADJ
easat-6125	236	9	events	event	NOUN
easat-6125	236	10	and	and	CCONJ
easat-6125	236	11	community	community	NOUN
easat-6125	236	12	867	867	NUM
easat-6125	236	13	edelweiss	edelweiss	PROPN
easat-6125	236	14	applied	apply	VERB
easat-6125	236	15	science	science	NOUN
easat-6125	236	16	and	and	CCONJ
easat-6125	236	17	technology	technology	NOUN
easat-6125	236	18	issn	issn	PROPN
easat-6125	236	19	:	:	PUNCT
easat-6125	236	20	2576	2576	NUM
easat-6125	236	21	-	-	SYM
easat-6125	236	22	8484	8484	NUM
easat-6125	236	23	vol	vol	NOUN
easat-6125	236	24	.	.	PROPN
easat-6125	237	1	9	9	NUM
easat-6125	237	2	,	,	PUNCT
easat-6125	237	3	no	no	INTJ
easat-6125	237	4	.	.	NOUN
easat-6125	237	5	4	4	NUM
easat-6125	237	6	:	:	PUNCT
easat-6125	237	7	856	856	NUM
easat-6125	237	8	-	-	SYM
easat-6125	237	9	868	868	NUM
easat-6125	237	10	,	,	PUNCT
easat-6125	237	11	2025	2025	NUM
easat-6125	237	12	doi	doi	NOUN
easat-6125	237	13	:	:	PUNCT
easat-6125	237	14	10.55214/25768484.v9i4.6125	10.55214/25768484.v9i4.6125	NOUN
easat-6125	237	15	©	©	PROPN
easat-6125	237	16	2025	2025	NUM
easat-6125	237	17	by	by	ADP
easat-6125	237	18	the	the	DET
easat-6125	237	19	authors	author	NOUN
easat-6125	237	20	;	;	PUNCT
easat-6125	237	21	licensee	licensee	PROPN
easat-6125	237	22	learning	learn	VERB
easat-6125	237	23	gate	gate	PROPN
easat-6125	237	24	education	education	NOUN
easat-6125	237	25	would	would	AUX
easat-6125	237	26	go	go	VERB
easat-6125	237	27	a	a	DET
easat-6125	237	28	long	long	ADJ
easat-6125	237	29	way	way	NOUN
easat-6125	237	30	in	in	ADP
easat-6125	237	31	avoidance	avoidance	NOUN
easat-6125	237	32	of	of	ADP
easat-6125	237	33	devastating	devastating	ADJ
easat-6125	237	34	events	event	NOUN
easat-6125	237	35	.	.	PUNCT
easat-6125	238	1	insurers	insurer	NOUN
easat-6125	238	2	should	should	AUX
easat-6125	238	3	also	also	ADV
easat-6125	238	4	include	include	VERB
easat-6125	238	5	these	these	DET
easat-6125	238	6	risks	risk	NOUN
easat-6125	238	7	in	in	ADP
easat-6125	238	8	premium	premium	NOUN
easat-6125	238	9	covers	cover	NOUN
easat-6125	238	10	to	to	PART
easat-6125	238	11	sustain	sustain	VERB
easat-6125	238	12	and	and	CCONJ
easat-6125	238	13	improve	improve	VERB
easat-6125	238	14	their	their	PRON
easat-6125	238	15	sustainability	sustainability	NOUN
easat-6125	238	16	.	.	PUNCT
easat-6125	239	1	transparency	transparency	NOUN
easat-6125	239	2	:	:	PUNCT
easat-6125	239	3	the	the	DET
easat-6125	239	4	authors	author	NOUN
easat-6125	239	5	confirm	confirm	VERB
easat-6125	239	6	that	that	SCONJ
easat-6125	239	7	the	the	DET
easat-6125	239	8	manuscript	manuscript	NOUN
easat-6125	239	9	is	be	AUX
easat-6125	239	10	an	an	DET
easat-6125	239	11	honest	honest	ADJ
easat-6125	239	12	,	,	PUNCT
easat-6125	239	13	accurate	accurate	ADJ
easat-6125	239	14	,	,	PUNCT
easat-6125	239	15	and	and	CCONJ
easat-6125	239	16	transparent	transparent	ADJ
easat-6125	239	17	account	account	NOUN
easat-6125	239	18	of	of	ADP
easat-6125	239	19	the	the	DET
easat-6125	239	20	study	study	NOUN
easat-6125	239	21	;	;	PUNCT
easat-6125	239	22	that	that	SCONJ
easat-6125	239	23	no	no	DET
easat-6125	239	24	vital	vital	ADJ
easat-6125	239	25	features	feature	NOUN
easat-6125	239	26	of	of	ADP
easat-6125	239	27	the	the	DET
easat-6125	239	28	study	study	NOUN
easat-6125	239	29	have	have	AUX
easat-6125	239	30	been	be	AUX
easat-6125	239	31	omitted	omit	VERB
easat-6125	239	32	;	;	PUNCT
easat-6125	239	33	and	and	CCONJ
easat-6125	239	34	that	that	SCONJ
easat-6125	239	35	any	any	DET
easat-6125	239	36	discrepancies	discrepancy	NOUN
easat-6125	239	37	from	from	ADP
easat-6125	239	38	the	the	DET
easat-6125	239	39	study	study	NOUN
easat-6125	239	40	as	as	SCONJ
easat-6125	239	41	planned	plan	VERB
easat-6125	239	42	have	have	AUX
easat-6125	239	43	been	be	AUX
easat-6125	239	44	explained	explain	VERB
easat-6125	239	45	.	.	PUNCT
easat-6125	240	1	this	this	DET
easat-6125	240	2	study	study	NOUN
easat-6125	240	3	followed	follow	VERB
easat-6125	240	4	all	all	DET
easat-6125	240	5	ethical	ethical	ADJ
easat-6125	240	6	practices	practice	NOUN
easat-6125	240	7	during	during	ADP
easat-6125	240	8	writing	writing	NOUN
easat-6125	240	9	.	.	PUNCT
easat-6125	241	1	copyright	copyright	NOUN
easat-6125	241	2	:	:	PUNCT
easat-6125	241	3	©	©	PROPN
easat-6125	241	4	2025	2025	NUM
easat-6125	241	5	by	by	ADP
easat-6125	241	6	the	the	DET
easat-6125	241	7	authors	author	NOUN
easat-6125	241	8	.	.	PUNCT
easat-6125	242	1	this	this	DET
easat-6125	242	2	open	open	ADJ
easat-6125	242	3	-	-	PUNCT
easat-6125	242	4	access	access	NOUN
easat-6125	242	5	article	article	NOUN
easat-6125	242	6	is	be	AUX
easat-6125	242	7	distributed	distribute	VERB
easat-6125	242	8	under	under	ADP
easat-6125	242	9	the	the	DET
easat-6125	242	10	terms	term	NOUN
easat-6125	242	11	and	and	CCONJ
easat-6125	242	12	conditions	condition	NOUN
easat-6125	242	13	of	of	ADP
easat-6125	242	14	the	the	DET
easat-6125	242	15	creative	creative	ADJ
easat-6125	242	16	commons	common	NOUN
easat-6125	242	17	attribution	attribution	NOUN
easat-6125	242	18	(	(	PUNCT
easat-6125	242	19	cc	cc	NOUN
easat-6125	242	20	by	by	ADP
easat-6125	242	21	)	)	PUNCT
easat-6125	242	22	license	license	NOUN
easat-6125	242	23	(	(	PUNCT
easat-6125	242	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6125	242	25	)	)	PUNCT
easat-6125	242	26	.	.	PUNCT
easat-6125	243	1	references	reference	NOUN
easat-6125	243	2	[	[	X
easat-6125	243	3	1	1	X
easat-6125	243	4	]	]	PUNCT
easat-6125	243	5	s.	s.	PROPN
easat-6125	243	6	upadhyaya	upadhyaya	PROPN
easat-6125	243	7	and	and	CCONJ
easat-6125	243	8	p.	p.	PROPN
easat-6125	243	9	kotasthane	kotasthane	PROPN
easat-6125	243	10	,	,	PUNCT
easat-6125	243	11	the	the	DET
easat-6125	243	12	case	case	NOUN
easat-6125	243	13	for	for	ADP
easat-6125	243	14	a	a	DET
easat-6125	243	15	g20	g20	NOUN
easat-6125	243	16	-	-	PUNCT
easat-6125	243	17	led	lead	VERB
easat-6125	243	18	climate	climate	NOUN
easat-6125	243	19	change	change	NOUN
easat-6125	243	20	relocation	relocation	NOUN
easat-6125	243	21	insurance	insurance	NOUN
easat-6125	243	22	system	system	NOUN
easat-6125	243	23	.	.	PUNCT
easat-6125	244	1	india	india	PROPN
easat-6125	244	2	:	:	PUNCT
easat-6125	244	3	takshashila	takshashila	NOUN
easat-6125	244	4	institution	institution	NOUN
easat-6125	244	5	,	,	PUNCT
easat-6125	244	6	2023	2023	NUM
easat-6125	244	7	.	.	PUNCT
easat-6125	245	1	[	[	X
easat-6125	245	2	2	2	NUM
easat-6125	245	3	]	]	X
easat-6125	245	4	d.	d.	PROPN
easat-6125	245	5	r.	r.	PROPN
easat-6125	245	6	reidmiller	reidmiller	PROPN
easat-6125	245	7	et	et	PROPN
easat-6125	245	8	al	al	PROPN
easat-6125	245	9	.	.	PROPN
easat-6125	245	10	,	,	PUNCT
easat-6125	245	11	impacts	impact	NOUN
easat-6125	245	12	,	,	PUNCT
easat-6125	245	13	risks	risk	NOUN
easat-6125	245	14	,	,	PUNCT
easat-6125	245	15	and	and	CCONJ
easat-6125	245	16	adaptation	adaptation	NOUN
easat-6125	245	17	in	in	ADP
easat-6125	245	18	the	the	DET
easat-6125	245	19	united	united	PROPN
easat-6125	245	20	states	states	PROPN
easat-6125	245	21	.	.	PUNCT
easat-6125	246	1	united	united	PROPN
easat-6125	246	2	states	states	PROPN
easat-6125	246	3	:	:	PUNCT
easat-6125	246	4	fourth	fourth	ADJ
easat-6125	246	5	national	national	ADJ
easat-6125	246	6	climate	climate	NOUN
easat-6125	246	7	assessment	assessment	NOUN
easat-6125	246	8	,	,	PUNCT
easat-6125	246	9	2017	2017	NUM
easat-6125	246	10	.	.	PUNCT
easat-6125	247	1	[	[	X
easat-6125	247	2	3	3	X
easat-6125	247	3	]	]	X
easat-6125	247	4	f.	f.	PROPN
easat-6125	247	5	biermann	biermann	PROPN
easat-6125	247	6	and	and	CCONJ
easat-6125	247	7	i.	i.	PROPN
easat-6125	247	8	boas	boas	PROPN
easat-6125	247	9	,	,	PUNCT
easat-6125	247	10	"	"	PUNCT
easat-6125	247	11	protecting	protect	VERB
easat-6125	247	12	climate	climate	NOUN
easat-6125	247	13	refugees	refugee	NOUN
easat-6125	247	14	:	:	PUNCT
easat-6125	247	15	the	the	DET
easat-6125	247	16	case	case	NOUN
easat-6125	247	17	for	for	ADP
easat-6125	247	18	a	a	DET
easat-6125	247	19	global	global	ADJ
easat-6125	247	20	protocol	protocol	NOUN
easat-6125	247	21	,	,	PUNCT
easat-6125	247	22	"	"	PUNCT
easat-6125	247	23	environment	environment	NOUN
easat-6125	247	24	:	:	PUNCT
easat-6125	247	25	science	science	NOUN
easat-6125	247	26	and	and	CCONJ
easat-6125	247	27	policy	policy	NOUN
easat-6125	247	28	for	for	ADP
easat-6125	247	29	sustainable	sustainable	ADJ
easat-6125	247	30	development	development	NOUN
easat-6125	247	31	,	,	PUNCT
easat-6125	247	32	vol	vol	NOUN
easat-6125	247	33	.	.	PROPN
easat-6125	248	1	50	50	NUM
easat-6125	248	2	,	,	PUNCT
easat-6125	248	3	no	no	INTJ
easat-6125	248	4	.	.	NOUN
easat-6125	248	5	6	6	NUM
easat-6125	248	6	,	,	PUNCT
easat-6125	248	7	pp	pp	ADJ
easat-6125	248	8	.	.	PUNCT
easat-6125	249	1	8	8	NUM
easat-6125	249	2	-	-	SYM
easat-6125	249	3	17	17	NUM
easat-6125	249	4	,	,	PUNCT
easat-6125	249	5	2008	2008	NUM
easat-6125	249	6	.	.	PUNCT
easat-6125	250	1	[	[	X
easat-6125	250	2	4	4	X
easat-6125	250	3	]	]	PUNCT
easat-6125	250	4	f.	f.	PROPN
easat-6125	250	5	g.	g.	PROPN
easat-6125	250	6	bourrouilh	bourrouilh	PROPN
easat-6125	250	7	-	-	PUNCT
easat-6125	250	8	le	le	PROPN
easat-6125	250	9	jan	jan	PROPN
easat-6125	250	10	,	,	PUNCT
easat-6125	250	11	c.	c.	PROPN
easat-6125	250	12	beck	beck	PROPN
easat-6125	250	13	,	,	PUNCT
easat-6125	250	14	and	and	CCONJ
easat-6125	250	15	d.	d.	PROPN
easat-6125	250	16	s.	s.	PROPN
easat-6125	250	17	gorsline	gorsline	PROPN
easat-6125	250	18	,	,	PUNCT
easat-6125	250	19	"	"	PUNCT
easat-6125	250	20	catastrophic	catastrophic	ADJ
easat-6125	250	21	events	event	NOUN
easat-6125	250	22	(	(	PUNCT
easat-6125	250	23	hurricanes	hurricane	NOUN
easat-6125	250	24	,	,	PUNCT
easat-6125	250	25	tsunami	tsunami	NOUN
easat-6125	250	26	and	and	CCONJ
easat-6125	250	27	others	other	NOUN
easat-6125	250	28	)	)	PUNCT
easat-6125	250	29	and	and	CCONJ
easat-6125	250	30	their	their	PRON
easat-6125	250	31	sedimentary	sedimentary	ADJ
easat-6125	250	32	records	record	NOUN
easat-6125	250	33	:	:	PUNCT
easat-6125	250	34	introductory	introductory	ADJ
easat-6125	250	35	notes	note	NOUN
easat-6125	250	36	and	and	CCONJ
easat-6125	250	37	new	new	ADJ
easat-6125	250	38	concepts	concept	NOUN
easat-6125	250	39	for	for	ADP
easat-6125	250	40	shallow	shallow	ADJ
easat-6125	250	41	water	water	NOUN
easat-6125	250	42	deposits	deposit	NOUN
easat-6125	250	43	,	,	PUNCT
easat-6125	250	44	"	"	PUNCT
easat-6125	250	45	sedimentary	sedimentary	ADJ
easat-6125	250	46	geology	geology	NOUN
easat-6125	250	47	,	,	PUNCT
easat-6125	250	48	vol	vol	NOUN
easat-6125	250	49	.	.	PROPN
easat-6125	250	50	199	199	NUM
easat-6125	250	51	,	,	PUNCT
easat-6125	250	52	no	no	INTJ
easat-6125	250	53	.	.	NOUN
easat-6125	250	54	1	1	NUM
easat-6125	250	55	-	-	SYM
easat-6125	250	56	2	2	NUM
easat-6125	250	57	,	,	PUNCT
easat-6125	250	58	pp	pp	ADJ
easat-6125	250	59	.	.	PUNCT
easat-6125	251	1	1	1	NUM
easat-6125	251	2	-	-	SYM
easat-6125	251	3	11	11	NUM
easat-6125	251	4	,	,	PUNCT
easat-6125	251	5	2007	2007	NUM
easat-6125	251	6	.	.	PUNCT
easat-6125	252	1	https://doi.org/10.1016/j.sedgeo.2007.02.001	https://doi.org/10.1016/j.sedgeo.2007.02.001	VERB
easat-6125	252	2	[	[	X
easat-6125	252	3	5	5	NUM
easat-6125	252	4	]	]	PUNCT
easat-6125	252	5	c.	c.	PROPN
easat-6125	252	6	c.	c.	PROPN
easat-6125	252	7	ummenhofer	ummenhofer	NOUN
easat-6125	252	8	and	and	CCONJ
easat-6125	252	9	g.	g.	PROPN
easat-6125	252	10	a.	a.	PROPN
easat-6125	252	11	meehl	meehl	PROPN
easat-6125	252	12	,	,	PUNCT
easat-6125	252	13	"	"	PUNCT
easat-6125	252	14	extreme	extreme	ADJ
easat-6125	252	15	weather	weather	NOUN
easat-6125	252	16	and	and	CCONJ
easat-6125	252	17	climate	climate	NOUN
easat-6125	252	18	events	event	NOUN
easat-6125	252	19	with	with	ADP
easat-6125	252	20	ecological	ecological	ADJ
easat-6125	252	21	relevance	relevance	NOUN
easat-6125	252	22	:	:	PUNCT
easat-6125	252	23	a	a	DET
easat-6125	252	24	review	review	NOUN
easat-6125	252	25	,	,	PUNCT
easat-6125	252	26	"	"	PUNCT
easat-6125	252	27	philosophical	philosophical	ADJ
easat-6125	252	28	transactions	transaction	NOUN
easat-6125	252	29	of	of	ADP
easat-6125	252	30	the	the	DET
easat-6125	252	31	royal	royal	ADJ
easat-6125	252	32	society	society	NOUN
easat-6125	252	33	b	b	PROPN
easat-6125	252	34	:	:	PUNCT
easat-6125	252	35	biological	biological	ADJ
easat-6125	252	36	sciences	science	NOUN
easat-6125	252	37	,	,	PUNCT
easat-6125	252	38	vol	vol	NOUN
easat-6125	252	39	.	.	PROPN
easat-6125	253	1	372	372	NUM
easat-6125	253	2	,	,	PUNCT
easat-6125	253	3	no	no	NOUN
easat-6125	253	4	.	.	NOUN
easat-6125	253	5	1723	1723	NUM
easat-6125	253	6	,	,	PUNCT
easat-6125	253	7	p.	p.	NOUN
easat-6125	253	8	20160135	20160135	NUM
easat-6125	253	9	,	,	PUNCT
easat-6125	253	10	2017	2017	NUM
easat-6125	253	11	.	.	PUNCT
easat-6125	254	1	https://doi.org/10.1098/rstb.2016.0135	https://doi.org/10.1098/rstb.2016.0135	X
easat-6125	255	1	[	[	X
easat-6125	255	2	6	6	NUM
easat-6125	255	3	]	]	PUNCT
easat-6125	255	4	a.	a.	NOUN
easat-6125	255	5	jentsch	jentsch	PROPN
easat-6125	255	6	and	and	CCONJ
easat-6125	255	7	c.	c.	PROPN
easat-6125	255	8	beierkuhnlein	beierkuhnlein	ADJ
easat-6125	255	9	,	,	PUNCT
easat-6125	255	10	"	"	PUNCT
easat-6125	255	11	research	research	NOUN
easat-6125	255	12	frontiers	frontier	NOUN
easat-6125	255	13	in	in	ADP
easat-6125	255	14	climate	climate	NOUN
easat-6125	255	15	change	change	NOUN
easat-6125	255	16	:	:	PUNCT
easat-6125	255	17	effects	effect	NOUN
easat-6125	255	18	of	of	ADP
easat-6125	255	19	extreme	extreme	ADJ
easat-6125	255	20	meteorological	meteorological	ADJ
easat-6125	255	21	events	event	NOUN
easat-6125	255	22	on	on	ADP
easat-6125	255	23	ecosystems	ecosystem	NOUN
easat-6125	255	24	,	,	PUNCT
easat-6125	255	25	"	"	PUNCT
easat-6125	255	26	comptes	compte	VERB
easat-6125	255	27	rendus	rendus	PROPN
easat-6125	255	28	geoscience	geoscience	PROPN
easat-6125	255	29	,	,	PUNCT
easat-6125	255	30	vol	vol	NOUN
easat-6125	255	31	.	.	PROPN
easat-6125	255	32	340	340	NUM
easat-6125	255	33	,	,	PUNCT
easat-6125	255	34	no	no	INTJ
easat-6125	255	35	.	.	NOUN
easat-6125	255	36	9	9	NUM
easat-6125	255	37	-	-	SYM
easat-6125	255	38	10	10	NUM
easat-6125	255	39	,	,	PUNCT
easat-6125	255	40	pp	pp	ADJ
easat-6125	255	41	.	.	PUNCT
easat-6125	256	1	621	621	NUM
easat-6125	256	2	-	-	SYM
easat-6125	256	3	628	628	NUM
easat-6125	256	4	,	,	PUNCT
easat-6125	256	5	2008	2008	NUM
easat-6125	256	6	.	.	PUNCT
easat-6125	257	1	[	[	X
easat-6125	257	2	7	7	NUM
easat-6125	257	3	]	]	PUNCT
easat-6125	257	4	a.	a.	NOUN
easat-6125	257	5	ionno	ionno	PROPN
easat-6125	257	6	,	,	PUNCT
easat-6125	257	7	r.	r.	PROPN
easat-6125	257	8	arsenault	arsenault	PROPN
easat-6125	257	9	,	,	PUNCT
easat-6125	257	10	m.	m.	NOUN
easat-6125	257	11	troin	troin	NOUN
easat-6125	257	12	,	,	PUNCT
easat-6125	257	13	j.-l	j.-l	PROPN
easat-6125	257	14	.	.	PUNCT
easat-6125	258	1	martel	martel	NOUN
easat-6125	258	2	,	,	PUNCT
easat-6125	258	3	and	and	CCONJ
easat-6125	258	4	f.	f.	PROPN
easat-6125	258	5	brissette	brissette	PROPN
easat-6125	258	6	,	,	PUNCT
easat-6125	258	7	"	"	PUNCT
easat-6125	258	8	impacts	impact	NOUN
easat-6125	258	9	of	of	ADP
easat-6125	258	10	climate	climate	NOUN
easat-6125	258	11	change	change	NOUN
easat-6125	258	12	on	on	ADP
easat-6125	258	13	flood	flood	NOUN
easat-6125	258	14	volumes	volume	NOUN
easat-6125	258	15	over	over	ADP
easat-6125	258	16	north	north	ADJ
easat-6125	258	17	american	american	ADJ
easat-6125	258	18	catchments	catchment	NOUN
easat-6125	258	19	,	,	PUNCT
easat-6125	258	20	"	"	PUNCT
easat-6125	258	21	journal	journal	NOUN
easat-6125	258	22	of	of	ADP
easat-6125	258	23	hydrology	hydrology	NOUN
easat-6125	258	24	,	,	PUNCT
easat-6125	258	25	vol	vol	NOUN
easat-6125	258	26	.	.	PROPN
easat-6125	258	27	630	630	NUM
easat-6125	258	28	,	,	PUNCT
easat-6125	258	29	p.	p.	NOUN
easat-6125	258	30	130688	130688	NUM
easat-6125	258	31	,	,	PUNCT
easat-6125	258	32	2024	2024	NUM
easat-6125	258	33	.	.	PUNCT
easat-6125	259	1	https://doi.org/10.1016/j.jhydrol.2024.130688	https://doi.org/10.1016/j.jhydrol.2024.130688	ADJ
easat-6125	259	2	[	[	X
easat-6125	259	3	8	8	NUM
easat-6125	259	4	]	]	PUNCT
easat-6125	259	5	a.	a.	NOUN
easat-6125	259	6	ardalan	ardalan	NOUN
easat-6125	259	7	and	and	CCONJ
easat-6125	259	8	c.	c.	PROPN
easat-6125	259	9	affun	affun	PROPN
easat-6125	259	10	-	-	PUNCT
easat-6125	259	11	adegbulu	adegbulu	ADJ
easat-6125	259	12	,	,	PUNCT
easat-6125	259	13	introduction	introduction	NOUN
easat-6125	259	14	to	to	ADP
easat-6125	259	15	natural	natural	ADJ
easat-6125	259	16	disasters	disaster	NOUN
easat-6125	259	17	.	.	PUNCT
easat-6125	260	1	in	in	ADP
easat-6125	260	2	ciottone	ciottone	NOUN
easat-6125	260	3	's	's	PART
easat-6125	260	4	disaster	disaster	NOUN
easat-6125	260	5	medicine	medicine	NOUN
easat-6125	260	6	.	.	PUNCT
easat-6125	261	1	united	united	PROPN
easat-6125	261	2	states	states	PROPN
easat-6125	261	3	:	:	PUNCT
easat-6125	261	4	elsevier	elsevier	NOUN
easat-6125	261	5	,	,	PUNCT
easat-6125	261	6	2024	2024	NUM
easat-6125	261	7	,	,	PUNCT
easat-6125	261	8	pp	pp	ADJ
easat-6125	261	9	.	.	PUNCT
easat-6125	262	1	594	594	NUM
easat-6125	262	2	-	-	SYM
easat-6125	262	3	597	597	NUM
easat-6125	262	4	.	.	PUNCT
easat-6125	263	1	[	[	X
easat-6125	263	2	9	9	NUM
easat-6125	263	3	]	]	X
easat-6125	263	4	c.	c.	PROPN
easat-6125	263	5	davis	davis	PROPN
easat-6125	263	6	-	-	PUNCT
easat-6125	263	7	reddy	reddy	PROPN
easat-6125	263	8	and	and	CCONJ
easat-6125	263	9	h.	h.	PROPN
easat-6125	263	10	amelia	amelia	PROPN
easat-6125	263	11	,	,	PUNCT
easat-6125	263	12	overview	overview	NOUN
easat-6125	263	13	(	(	PUNCT
easat-6125	263	14	south	south	ADJ
easat-6125	263	15	african	african	ADJ
easat-6125	263	16	environmental	environmental	ADJ
easat-6125	263	17	observation	observation	NOUN
easat-6125	263	18	network	network	NOUN
easat-6125	263	19	(	(	PUNCT
easat-6125	263	20	saeon	saeon	NOUN
easat-6125	263	21	)	)	PUNCT
easat-6125	263	22	)	)	PUNCT
easat-6125	263	23	.	.	PUNCT
easat-6125	264	1	south	south	PROPN
easat-6125	264	2	africa	africa	PROPN
easat-6125	264	3	,	,	PUNCT
easat-6125	264	4	2023	2023	NUM
easat-6125	264	5	.	.	PUNCT
easat-6125	265	1	[	[	X
easat-6125	265	2	10	10	NUM
easat-6125	265	3	]	]	X
easat-6125	265	4	l.	l.	PROPN
easat-6125	265	5	mcmaken	mcmaken	PROPN
easat-6125	265	6	,	,	PUNCT
easat-6125	265	7	"	"	PUNCT
easat-6125	265	8	4	4	NUM
easat-6125	265	9	types	type	NOUN
easat-6125	265	10	of	of	ADP
easat-6125	265	11	insurance	insurance	NOUN
easat-6125	265	12	everyone	everyone	PRON
easat-6125	265	13	needs	need	VERB
easat-6125	265	14	.	.	PUNCT
easat-6125	266	1	[	[	X
easat-6125	266	2	online	online	X
easat-6125	266	3	]	]	X
easat-6125	266	4	investopedia	investopedia	PROPN
easat-6125	266	5	,	,	PUNCT
easat-6125	266	6	"	"	PUNCT
easat-6125	266	7	retrieved	retrieve	VERB
easat-6125	266	8	:	:	PUNCT
easat-6125	266	9	https://www.investopedia.com/financial-edge/0212/4-types-of-insurance-everyone-needs.aspx	https://www.investopedia.com/financial-edge/0212/4-types-of-insurance-everyone-needs.aspx	NOUN
easat-6125	266	10	,	,	PUNCT
easat-6125	266	11	2019	2019	NUM
easat-6125	266	12	.	.	PUNCT
easat-6125	267	1	[	[	X
easat-6125	267	2	11	11	NUM
easat-6125	267	3	]	]	PUNCT
easat-6125	267	4	reinsurance	reinsurance	NOUN
easat-6125	267	5	,	,	PUNCT
easat-6125	267	6	"	"	PUNCT
easat-6125	267	7	this	this	DET
easat-6125	267	8	resource	resource	NOUN
easat-6125	267	9	is	be	AUX
easat-6125	267	10	from	from	ADP
easat-6125	267	11	the	the	DET
easat-6125	267	12	insurance	insurance	NOUN
easat-6125	267	13	information	information	PROPN
easat-6125	267	14	institute	institute	PROPN
easat-6125	267	15	(	(	PUNCT
easat-6125	267	16	iii	iii	NOUN
easat-6125	267	17	)	)	PUNCT
easat-6125	267	18	and	and	CCONJ
easat-6125	267	19	provides	provide	VERB
easat-6125	267	20	insights	insight	NOUN
easat-6125	267	21	into	into	ADP
easat-6125	267	22	the	the	DET
easat-6125	267	23	regulatory	regulatory	ADJ
easat-6125	267	24	and	and	CCONJ
easat-6125	267	25	financial	financial	ADJ
easat-6125	267	26	environment	environment	NOUN
easat-6125	267	27	surrounding	surround	VERB
easat-6125	267	28	reinsurance	reinsurance	NOUN
easat-6125	267	29	,	,	PUNCT
easat-6125	267	30	"	"	PUNCT
easat-6125	267	31	retrieved	retrieve	VERB
easat-6125	267	32	:	:	PUNCT
easat-6125	267	33	https://www.iii.org/publications/insurance-handbook/regulatory-and-financial-environment/reinsurance	https://www.iii.org/publications/insurance-handbook/regulatory-and-financial-environment/reinsurance	NOUN
easat-6125	267	34	,	,	PUNCT
easat-6125	267	35	2022	2022	NUM
easat-6125	267	36	.	.	PUNCT
easat-6125	268	1	[	[	X
easat-6125	268	2	12	12	NUM
easat-6125	268	3	]	]	PUNCT
easat-6125	268	4	l.	l.	PROPN
easat-6125	268	5	signé	signé	PROPN
easat-6125	268	6	,	,	PUNCT
easat-6125	268	7	"	"	PUNCT
easat-6125	268	8	five	five	NUM
easat-6125	268	9	countries	country	NOUN
easat-6125	268	10	dominate	dominate	VERB
easat-6125	268	11	africa	africa	PROPN
easat-6125	268	12	's	's	PART
easat-6125	268	13	insurance	insurance	NOUN
easat-6125	268	14	market	market	NOUN
easat-6125	268	15	.	.	PUNCT
easat-6125	269	1	in	in	ADP
easat-6125	269	2	the	the	DET
easat-6125	269	3	african	african	ADJ
easat-6125	269	4	insurance	insurance	NOUN
easat-6125	269	5	market	market	NOUN
easat-6125	269	6	overview	overview	NOUN
easat-6125	269	7	.	.	PUNCT
easat-6125	270	1	ecofin	ecofin	NOUN
easat-6125	270	2	agency	agency	NOUN
easat-6125	270	3	,	,	PUNCT
easat-6125	270	4	"	"	PUNCT
easat-6125	270	5	retrieved	retrieve	VERB
easat-6125	270	6	:	:	PUNCT
easat-6125	270	7	https://www.ecofinagency.com/public-management/0511-46105-south-africa-morocco-egyptand-kenya-dominate-african-insurance-market-in-2023	https://www.ecofinagency.com/public-management/0511-46105-south-africa-morocco-egyptand-kenya-dominate-african-insurance-market-in-2023	X
easat-6125	270	8	.	.	PUNCT
easat-6125	271	1	[	[	X
easat-6125	271	2	accessed	access	VERB
easat-6125	271	3	april	april	PROPN
easat-6125	271	4	10	10	NUM
easat-6125	271	5	,	,	PUNCT
easat-6125	271	6	2025	2025	NUM
easat-6125	271	7	]	]	PUNCT
easat-6125	271	8	,	,	PUNCT
easat-6125	271	9	2022	2022	NUM
easat-6125	271	10	.	.	PUNCT
easat-6125	272	1	[	[	X
easat-6125	272	2	13	13	NUM
easat-6125	272	3	]	]	PUNCT
easat-6125	272	4	m.	m.	NOUN
easat-6125	272	5	deepika	deepika	PROPN
easat-6125	272	6	,	,	PUNCT
easat-6125	272	7	"	"	PUNCT
easat-6125	272	8	selection	selection	NOUN
easat-6125	272	9	of	of	ADP
easat-6125	272	10	ideal	ideal	ADJ
easat-6125	272	11	supplier	supplier	NOUN
easat-6125	272	12	in	in	ADP
easat-6125	272	13	e	e	NOUN
easat-6125	272	14	-	-	NOUN
easat-6125	272	15	procurement	procurement	NOUN
easat-6125	272	16	for	for	ADP
easat-6125	272	17	manufacturing	manufacturing	NOUN
easat-6125	272	18	industry	industry	NOUN
easat-6125	272	19	using	use	VERB
easat-6125	272	20	intuitionistic	intuitionistic	ADJ
easat-6125	272	21	fuzzy	fuzzy	ADJ
easat-6125	272	22	ahp	ahp	NOUN
easat-6125	272	23	,	,	PUNCT
easat-6125	272	24	"	"	PUNCT
easat-6125	272	25	international	international	ADJ
easat-6125	272	26	journal	journal	NOUN
easat-6125	272	27	of	of	ADP
easat-6125	272	28	business	business	NOUN
easat-6125	272	29	performance	performance	NOUN
easat-6125	272	30	and	and	CCONJ
easat-6125	272	31	supply	supply	NOUN
easat-6125	272	32	chain	chain	NOUN
easat-6125	272	33	modelling	modelling	NOUN
easat-6125	272	34	,	,	PUNCT
easat-6125	272	35	vol	vol	NOUN
easat-6125	272	36	.	.	PROPN
easat-6125	272	37	14	14	NUM
easat-6125	272	38	,	,	PUNCT
easat-6125	272	39	no	no	INTJ
easat-6125	272	40	.	.	NOUN
easat-6125	272	41	1	1	NUM
easat-6125	272	42	,	,	PUNCT
easat-6125	272	43	pp	pp	ADJ
easat-6125	272	44	.	.	PUNCT
easat-6125	273	1	56	56	NUM
easat-6125	273	2	-	-	SYM
easat-6125	273	3	78	78	NUM
easat-6125	273	4	,	,	PUNCT
easat-6125	273	5	2023	2023	NUM
easat-6125	273	6	.	.	PUNCT
easat-6125	274	1	[	[	X
easat-6125	274	2	14	14	NUM
easat-6125	274	3	]	]	PUNCT
easat-6125	274	4	a.	a.	NOUN
easat-6125	274	5	o.	o.	NOUN
easat-6125	274	6	jegede	jegede	PROPN
easat-6125	274	7	,	,	PUNCT
easat-6125	274	8	m.	m.	NOUN
easat-6125	274	9	addaney	addaney	PROPN
easat-6125	274	10	,	,	PUNCT
easat-6125	274	11	and	and	CCONJ
easat-6125	274	12	u.	u.	PROPN
easat-6125	274	13	c.	c.	PROPN
easat-6125	274	14	mokoena	mokoena	PROPN
easat-6125	274	15	,	,	PUNCT
easat-6125	274	16	climate	climate	NOUN
easat-6125	274	17	change	change	NOUN
easat-6125	274	18	risk	risk	NOUN
easat-6125	274	19	and	and	CCONJ
easat-6125	274	20	insurance	insurance	NOUN
easat-6125	274	21	as	as	ADP
easat-6125	274	22	an	an	DET
easat-6125	274	23	adaptation	adaptation	NOUN
easat-6125	274	24	strategy	strategy	NOUN
easat-6125	274	25	:	:	PUNCT
easat-6125	274	26	an	an	DET
easat-6125	274	27	enquiry	enquiry	NOUN
easat-6125	274	28	into	into	ADP
easat-6125	274	29	the	the	DET
easat-6125	274	30	regulatory	regulatory	ADJ
easat-6125	274	31	framework	framework	NOUN
easat-6125	274	32	of	of	ADP
easat-6125	274	33	south	south	PROPN
easat-6125	274	34	africa	africa	PROPN
easat-6125	274	35	and	and	CCONJ
easat-6125	274	36	ghana	ghana	PROPN
easat-6125	274	37	.	.	PUNCT
easat-6125	275	1	in	in	ADP
easat-6125	275	2	handbook	handbook	NOUN
easat-6125	275	3	of	of	ADP
easat-6125	275	4	climate	climate	NOUN
easat-6125	275	5	services	service	NOUN
easat-6125	275	6	.	.	PUNCT
easat-6125	276	1	cham	cham	PROPN
easat-6125	276	2	:	:	PUNCT
easat-6125	276	3	springer	springer	NOUN
easat-6125	276	4	,	,	PUNCT
easat-6125	276	5	2020	2020	NUM
easat-6125	276	6	,	,	PUNCT
easat-6125	276	7	pp	pp	ADV
easat-6125	276	8	.	.	PUNCT
easat-6125	277	1	279	279	NUM
easat-6125	277	2	-	-	SYM
easat-6125	277	3	294	294	NUM
easat-6125	277	4	.	.	PUNCT
easat-6125	278	1	[	[	X
easat-6125	278	2	15	15	NUM
easat-6125	278	3	]	]	X
easat-6125	278	4	n.	n.	PROPN
easat-6125	278	5	bostrom	bostrom	PROPN
easat-6125	278	6	and	and	CCONJ
easat-6125	278	7	m.	m.	PROPN
easat-6125	278	8	m.	m.	PROPN
easat-6125	278	9	cirkovic	cirkovic	PROPN
easat-6125	278	10	,	,	PUNCT
easat-6125	278	11	global	global	ADJ
easat-6125	278	12	catastrophic	catastrophic	ADJ
easat-6125	278	13	risks	risk	NOUN
easat-6125	278	14	.	.	PUNCT
easat-6125	279	1	oxford	oxford	NOUN
easat-6125	279	2	:	:	PUNCT
easat-6125	279	3	oxford	oxford	PROPN
easat-6125	279	4	university	university	PROPN
easat-6125	279	5	press	press	NOUN
easat-6125	279	6	,	,	PUNCT
easat-6125	279	7	2011	2011	NUM
easat-6125	279	8	.	.	PUNCT
easat-6125	280	1	[	[	X
easat-6125	280	2	16	16	NUM
easat-6125	280	3	]	]	PUNCT
easat-6125	280	4	s.	s.	PROPN
easat-6125	280	5	writer	writer	PROPN
easat-6125	280	6	,	,	PUNCT
easat-6125	280	7	"	"	PUNCT
easat-6125	280	8	south	south	PROPN
easat-6125	280	9	africa	africa	PROPN
easat-6125	280	10	no	no	ADV
easat-6125	280	11	longer	long	ADV
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easat-6125	280	13	a	a	DET
easat-6125	280	14	“	"	PUNCT
easat-6125	280	15	low	low	ADJ
easat-6125	280	16	catastrophe	catastrophe	NOUN
easat-6125	280	17	risk	risk	NOUN
easat-6125	280	18	”	"	PUNCT
easat-6125	280	19	country	country	NOUN
easat-6125	280	20	:	:	PUNCT
easat-6125	280	21	expert	expert	NOUN
easat-6125	280	22	,	,	PUNCT
easat-6125	280	23	"	"	PUNCT
easat-6125	280	24	retrieved	retrieve	VERB
easat-6125	280	25	:	:	PUNCT
easat-6125	280	26	https://businesstech.co.za/news/finance/222027/south-africa-no-longer-considered-a-low-catastrophe-risk-countryexpert/.	https://businesstech.co.za/news/finance/222027/south-africa-no-longer-considered-a-low-catastrophe-risk-countryexpert/.	PROPN
easat-6125	280	27	[	[	X
easat-6125	280	28	accessed	access	VERB
easat-6125	280	29	2018	2018	NUM
easat-6125	280	30	.	.	PUNCT
easat-6125	281	1	[	[	X
easat-6125	281	2	17	17	NUM
easat-6125	281	3	]	]	X
easat-6125	281	4	l.	l.	PROPN
easat-6125	281	5	wolfram	wolfram	PROPN
easat-6125	281	6	,	,	PUNCT
easat-6125	281	7	enhancing	enhance	VERB
easat-6125	281	8	financial	financial	ADJ
easat-6125	281	9	protection	protection	NOUN
easat-6125	281	10	against	against	ADP
easat-6125	281	11	catastrophe	catastrophe	NOUN
easat-6125	281	12	risks	risk	NOUN
easat-6125	281	13	:	:	PUNCT
easat-6125	281	14	the	the	DET
easat-6125	281	15	role	role	NOUN
easat-6125	281	16	of	of	ADP
easat-6125	281	17	catastrophe	catastrophe	NOUN
easat-6125	281	18	.	.	PUNCT
easat-6125	282	1	paris	paris	PROPN
easat-6125	282	2	,	,	PUNCT
easat-6125	282	3	france	france	PROPN
easat-6125	282	4	:	:	PUNCT
easat-6125	282	5	organisation	organisation	NOUN
easat-6125	282	6	for	for	ADP
easat-6125	282	7	economic	economic	ADJ
easat-6125	282	8	co	co	NOUN
easat-6125	282	9	-	-	NOUN
easat-6125	282	10	operation	operation	NOUN
easat-6125	282	11	and	and	CCONJ
easat-6125	282	12	development	development	NOUN
easat-6125	282	13	,	,	PUNCT
easat-6125	282	14	2021	2021	NUM
easat-6125	282	15	.	.	PUNCT
easat-6125	283	1	[	[	X
easat-6125	283	2	18	18	NUM
easat-6125	283	3	]	]	X
easat-6125	283	4	r.	r.	PROPN
easat-6125	283	5	e.	e.	PROPN
easat-6125	283	6	swiss	swiss	PROPN
easat-6125	283	7	,	,	PUNCT
easat-6125	283	8	"	"	PUNCT
easat-6125	283	9	sigma	sigma	NOUN
easat-6125	283	10	,	,	PUNCT
easat-6125	283	11	"	"	PUNCT
easat-6125	283	12	retrieved	retrieve	VERB
easat-6125	283	13	:	:	PUNCT
easat-6125	283	14	https://www.sigma-explorer.com	https://www.sigma-explorer.com	X
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easat-6125	284	10	.	.	PUNCT
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easat-6125	285	3	]	]	PUNCT
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easat-6125	285	6	,	,	PUNCT
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easat-6125	285	9	,	,	PUNCT
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easat-6125	285	20	"	"	PUNCT
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easat-6125	285	56	.	.	PUNCT
easat-6125	286	1	https://doi.org/10.1073/pnas.1906698116	https://doi.org/10.1073/pnas.1906698116	DET
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easat-6125	286	9	https://www.ecofinagency.com/public-management/0511-46105-south-africa-morocco-egypt-and-kenya-dominate-african-insurance-market-in-2023	https://www.ecofinagency.com/public-management/0511-46105-south-africa-morocco-egypt-and-kenya-dominate-african-insurance-market-in-2023	NOUN
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easat-6125	286	12	https://www.sigma-explorer.com/	https://www.sigma-explorer.com/	NOUN
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easat-6125	287	2	,	,	PUNCT
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easat-6125	287	6	:	:	PUNCT
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easat-6125	287	13	:	:	PUNCT
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easat-6125	288	12	,	,	PUNCT
easat-6125	288	13	"	"	PUNCT
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easat-6125	288	15	assessment	assessment	NOUN
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easat-6125	288	25	grape	grape	NOUN
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easat-6125	288	38	,	,	PUNCT
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easat-6125	288	40	.	.	PROPN
easat-6125	289	1	12	12	NUM
easat-6125	289	2	,	,	PUNCT
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easat-6125	289	4	.	.	NOUN
easat-6125	289	5	2	2	NUM
easat-6125	289	6	,	,	PUNCT
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easat-6125	290	1	1	1	NUM
easat-6125	290	2	-	-	SYM
easat-6125	290	3	23	23	NUM
easat-6125	290	4	,	,	PUNCT
easat-6125	290	5	2024	2024	NUM
easat-6125	290	6	.	.	PUNCT
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easat-6125	292	8	change	change	NOUN
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easat-6125	292	12	information	information	NOUN
easat-6125	292	13	and	and	CCONJ
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easat-6125	292	16	systems	system	NOUN
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easat-6125	294	2	22	22	NUM
easat-6125	294	3	]	]	PUNCT
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easat-6125	295	1	[	[	X
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easat-6125	296	23	"	"	PUNCT
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easat-6125	298	3	]	]	PUNCT
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easat-6125	300	29	retrieved	retrieve	VERB
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easat-6125	300	31	https://www.moonstone.co.za/kpmg-survey-reveals-impact-ofrecession-and-pandemic-on-short-term-insurance-industry/	https://www.moonstone.co.za/kpmg-survey-reveals-impact-ofrecession-and-pandemic-on-short-term-insurance-industry/	NUM
easat-6125	300	32	,	,	PUNCT
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easat-6125	301	26	retrieved	retrieve	VERB
easat-6125	301	27	:	:	PUNCT
easat-6125	301	28	https://financialmarketsjournal.co.za/kpmg-insurance-survey-2022-the-insuranceindustry-sees-strong-growth-despite-tough-market-conditions/	https://financialmarketsjournal.co.za/kpmg-insurance-survey-2022-the-insuranceindustry-sees-strong-growth-despite-tough-market-conditions/	PROPN
easat-6125	301	29	,	,	PUNCT
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easat-6125	302	8	weather	weather	NOUN
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easat-6125	302	10	insurance	insurance	NOUN
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easat-6125	302	15	climate	climate	NOUN
easat-6125	302	16	change	change	NOUN
easat-6125	302	17	impact	impact	NOUN
easat-6125	302	18	risk	risk	NOUN
easat-6125	302	19	:	:	PUNCT
easat-6125	302	20	a	a	DET
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easat-6125	302	28	journal	journal	NOUN
easat-6125	302	29	of	of	ADP
easat-6125	302	30	science	science	NOUN
easat-6125	302	31	and	and	CCONJ
easat-6125	302	32	technology	technology	NOUN
easat-6125	302	33	policy	policy	NOUN
easat-6125	302	34	management	management	NOUN
easat-6125	302	35	,	,	PUNCT
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easat-6125	302	39	,	,	PUNCT
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easat-6125	302	43	,	,	PUNCT
easat-6125	302	44	pp	pp	ADJ
easat-6125	302	45	.	.	PUNCT
easat-6125	303	1	142	142	NUM
easat-6125	303	2	-	-	SYM
easat-6125	303	3	163	163	NUM
easat-6125	303	4	,	,	PUNCT
easat-6125	303	5	2024	2024	NUM
easat-6125	303	6	.	.	PUNCT
easat-6125	304	1	https://doi.org/10.1108/jstpm-07-2021-0102	https://doi.org/10.1108/jstpm-07-2021-0102	NOUN
easat-6125	305	1	[	[	X
easat-6125	305	2	28	28	NUM
easat-6125	305	3	]	]	X
easat-6125	305	4	f.	f.	PROPN
easat-6125	305	5	zhou	zhou	PROPN
easat-6125	305	6	,	,	PUNCT
easat-6125	305	7	t.	t.	PROPN
easat-6125	305	8	endendijk	endendijk	PROPN
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easat-6125	305	10	and	and	CCONJ
easat-6125	305	11	w.	w.	PROPN
easat-6125	305	12	w.	w.	PROPN
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easat-6125	305	14	,	,	PUNCT
easat-6125	305	15	"	"	PUNCT
easat-6125	305	16	a	a	DET
easat-6125	305	17	review	review	NOUN
easat-6125	305	18	of	of	ADP
easat-6125	305	19	the	the	DET
easat-6125	305	20	financial	financial	ADJ
easat-6125	305	21	sector	sector	NOUN
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easat-6125	305	23	of	of	ADP
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easat-6125	305	28	change	change	NOUN
easat-6125	305	29	,	,	PUNCT
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easat-6125	305	32	review	review	NOUN
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easat-6125	305	36	,	,	PUNCT
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easat-6125	305	40	,	,	PUNCT
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easat-6125	305	43	1	1	NUM
easat-6125	305	44	,	,	PUNCT
easat-6125	305	45	pp	pp	ADJ
easat-6125	305	46	.	.	PUNCT
easat-6125	306	1	233	233	NUM
easat-6125	306	2	-	-	SYM
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easat-6125	306	4	,	,	PUNCT
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easat-6125	306	6	.	.	PUNCT
easat-6125	307	1	https://doi.org/10.1146/annurevresource-101822-105702	https://doi.org/10.1146/annurevresource-101822-105702	NOUN
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easat-6125	308	2	29	29	NUM
easat-6125	308	3	]	]	X
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easat-6125	308	6	,	,	PUNCT
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easat-6125	308	10	climate	climate	NOUN
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easat-6125	308	14	insurance	insurance	NOUN
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easat-6125	308	16	stability	stability	NOUN
easat-6125	308	17	,	,	PUNCT
easat-6125	308	18	"	"	PUNCT
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easat-6125	308	20	journal	journal	NOUN
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easat-6125	308	22	modern	modern	ADJ
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easat-6125	308	25	,	,	PUNCT
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easat-6125	308	29	,	,	PUNCT
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easat-6125	308	32	1	1	NUM
easat-6125	308	33	,	,	PUNCT
easat-6125	308	34	pp	pp	ADJ
easat-6125	308	35	.	.	PUNCT
easat-6125	309	1	1	1	NUM
easat-6125	309	2	-	-	SYM
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easat-6125	309	4	,	,	PUNCT
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easat-6125	309	6	.	.	PUNCT
easat-6125	310	1	[	[	X
easat-6125	310	2	30	30	NUM
easat-6125	310	3	]	]	X
easat-6125	310	4	p.	p.	NOUN
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easat-6125	310	24	,	,	PUNCT
easat-6125	310	25	vol	vol	NOUN
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easat-6125	310	28	,	,	PUNCT
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easat-6125	310	32	,	,	PUNCT
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easat-6125	311	1	1	1	NUM
easat-6125	311	2	-	-	SYM
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easat-6125	314	2	-	-	SYM
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easat-6125	314	4	,	,	PUNCT
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easat-6125	314	6	.	.	PUNCT
easat-6125	315	1	https://doi.org/10.36478/jeasci.2020.602.606	https://doi.org/10.36478/jeasci.2020.602.606	PROPN
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easat-6125	322	2	-	-	SYM
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easat-6125	326	9	https://financialmarketsjournal.co.za/kpmg-insurance-survey-2022-the-insurance-industry-sees-strong-growth-despite-tough-market-conditions/	https://financialmarketsjournal.co.za/kpmg-insurance-survey-2022-the-insurance-industry-sees-strong-growth-despite-tough-market-conditions/	PROPN
easat-6125	326	10	https://doi.org/10.1108/jstpm-07-2021-0102	https://doi.org/10.1108/jstpm-07-2021-0102	PROPN
easat-6125	326	11	https://doi.org/10.1146/annurev-resource-101822-105702	https://doi.org/10.1146/annurev-resource-101822-105702	PROPN
easat-6125	326	12	https://doi.org/10.1146/annurev-resource-101822-105702	https://doi.org/10.1146/annurev-resource-101822-105702	PROPN
easat-6125	326	13	https://doi.org/10.1145/2379776.2379788	https://doi.org/10.1145/2379776.2379788	NOUN
easat-6125	326	14	https://doi.org/10.36478/jeasci.2020.602.606	https://doi.org/10.36478/jeasci.2020.602.606	PROPN
easat-6125	326	15	https://doi.org/10.1007/978-3-030-33216-7_9	https://doi.org/10.1007/978-3-030-33216-7_9	X
easat-6125	326	16	https://doi.org/10.1007/978-3-030-33216-7_9	https://doi.org/10.1007/978-3-030-33216-7_9	PUNCT