id	sid	tid	token	lemma	pos
easat-2347	1	1	edelweiss	edelweiss	PROPN
easat-2347	1	2	applied	apply	VERB
easat-2347	1	3	science	science	NOUN
easat-2347	1	4	and	and	CCONJ
easat-2347	1	5	technology	technology	NOUN
easat-2347	1	6	issn	issn	PROPN
easat-2347	1	7	:	:	PUNCT
easat-2347	1	8	2576	2576	NUM
easat-2347	1	9	-	-	SYM
easat-2347	1	10	8484	8484	NUM
easat-2347	1	11	vol	vol	NOUN
easat-2347	1	12	.	.	PROPN
easat-2347	1	13	8	8	NUM
easat-2347	1	14	,	,	PUNCT
easat-2347	1	15	no	no	INTJ
easat-2347	1	16	.	.	NOUN
easat-2347	1	17	6	6	NUM
easat-2347	1	18	,	,	PUNCT
easat-2347	1	19	1805	1805	NUM
easat-2347	1	20	-	-	SYM
easat-2347	1	21	1827	1827	NUM
easat-2347	1	22	2024	2024	NUM
easat-2347	1	23	publisher	publisher	NOUN
easat-2347	1	24	:	:	PUNCT
easat-2347	1	25	learning	learn	VERB
easat-2347	1	26	gate	gate	NOUN
easat-2347	1	27	doi	doi	PROPN
easat-2347	1	28	:	:	PUNCT
easat-2347	1	29	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	1	30	©	©	PROPN
easat-2347	1	31	2024	2024	NUM
easat-2347	1	32	by	by	ADP
easat-2347	1	33	the	the	DET
easat-2347	1	34	authors	author	NOUN
easat-2347	1	35	;	;	PUNCT
easat-2347	1	36	licensee	licensee	PROPN
easat-2347	1	37	learning	learning	NOUN
easat-2347	1	38	gate	gate	NOUN
easat-2347	1	39	©	©	PROPN
easat-2347	1	40	2024	2024	NUM
easat-2347	1	41	by	by	ADP
easat-2347	1	42	the	the	DET
easat-2347	1	43	authors	author	NOUN
easat-2347	1	44	;	;	PUNCT
easat-2347	1	45	licensee	licensee	PROPN
easat-2347	1	46	learning	learn	VERB
easat-2347	1	47	gate	gate	NOUN
easat-2347	1	48	*	*	PUNCT
easat-2347	1	49	correspondence	correspondence	NOUN
easat-2347	1	50	:	:	PUNCT
easat-2347	1	51	ibidun.obagbuwa@spu.ac.za	ibidun.obagbuwa@spu.ac.za	DET
easat-2347	1	52	monthly	monthly	ADJ
easat-2347	1	53	rainfall	rainfall	NOUN
easat-2347	1	54	prediction	prediction	NOUN
easat-2347	1	55	for	for	ADP
easat-2347	1	56	different	different	ADJ
easat-2347	1	57	climatic	climatic	ADJ
easat-2347	1	58	zones	zone	NOUN
easat-2347	1	59	in	in	ADP
easat-2347	1	60	south	south	PROPN
easat-2347	1	61	africa	africa	PROPN
easat-2347	1	62	for	for	ADP
easat-2347	1	63	2024	2024	NUM
easat-2347	1	64	using	use	VERB
easat-2347	1	65	a	a	DET
easat-2347	1	66	random	random	ADJ
easat-2347	1	67	forest	forest	NOUN
easat-2347	1	68	model	model	NOUN
easat-2347	1	69	jeremiah	jeremiah	PROPN
easat-2347	1	70	ayodele	ayodele	PROPN
easat-2347	1	71	ogunniyi1	ogunniyi1	PROPN
easat-2347	1	72	,	,	PUNCT
easat-2347	1	73	mohamed	mohamed	PROPN
easat-2347	1	74	a.	a.	PROPN
easat-2347	1	75	m.	m.	PROPN
easat-2347	1	76	abd	abd	PROPN
easat-2347	1	77	elbasit2	elbasit2	PROPN
easat-2347	1	78	,	,	PUNCT
easat-2347	1	79	ibidun	ibidun	PROPN
easat-2347	1	80	christiana	christiana	PROPN
easat-2347	1	81	obagbuwa1	obagbuwa1	PROPN
easat-2347	1	82	*	*	PROPN
easat-2347	1	83	1department	1department	NUM
easat-2347	1	84	of	of	ADP
easat-2347	1	85	computer	computer	NOUN
easat-2347	1	86	science	science	NOUN
easat-2347	1	87	and	and	CCONJ
easat-2347	1	88	information	information	NOUN
easat-2347	1	89	technology	technology	NOUN
easat-2347	1	90	,	,	PUNCT
easat-2347	1	91	school	school	NOUN
easat-2347	1	92	of	of	ADP
easat-2347	1	93	natural	natural	ADJ
easat-2347	1	94	and	and	CCONJ
easat-2347	1	95	applied	applied	ADJ
easat-2347	1	96	sciences	science	NOUN
easat-2347	1	97	,	,	PUNCT
easat-2347	1	98	sol	sol	PROPN
easat-2347	1	99	plaatje	plaatje	PROPN
easat-2347	1	100	university	university	PROPN
easat-2347	1	101	,	,	PUNCT
easat-2347	1	102	south	south	PROPN
easat-2347	1	103	africa	africa	PROPN
easat-2347	1	104	;	;	PUNCT
easat-2347	1	105	jerryogunniyi@gmail.com	jerryogunniyi@gmail.com	X
easat-2347	1	106	(	(	PUNCT
easat-2347	1	107	j.a.o	j.a.o	PROPN
easat-2347	1	108	.	.	PUNCT
easat-2347	1	109	)	)	PUNCT
easat-2347	2	1	ibidun.obagbuwa@spu.ac.za	ibidun.obagbuwa@spu.ac.za	ADV
easat-2347	2	2	(	(	PUNCT
easat-2347	2	3	i.c.o	i.c.o	NOUN
easat-2347	2	4	.	.	PUNCT
easat-2347	2	5	)	)	PUNCT
easat-2347	3	1	2department	2department	NUM
easat-2347	3	2	of	of	ADP
easat-2347	3	3	physical	physical	ADJ
easat-2347	3	4	and	and	CCONJ
easat-2347	3	5	earth	earth	NOUN
easat-2347	3	6	sciences	science	NOUN
easat-2347	3	7	,	,	PUNCT
easat-2347	3	8	school	school	NOUN
easat-2347	3	9	of	of	ADP
easat-2347	3	10	natural	natural	ADJ
easat-2347	3	11	and	and	CCONJ
easat-2347	3	12	applied	applied	ADJ
easat-2347	3	13	sciences	science	NOUN
easat-2347	3	14	,	,	PUNCT
easat-2347	3	15	sol	sol	PROPN
easat-2347	3	16	plaatje	plaatje	PROPN
easat-2347	3	17	university	university	PROPN
easat-2347	3	18	,	,	PUNCT
easat-2347	3	19	south	south	PROPN
easat-2347	3	20	africa	africa	PROPN
easat-2347	3	21	;	;	PUNCT
easat-2347	3	22	mohamed.ahmed@spu.ac.za	mohamed.ahmed@spu.ac.za	X
easat-2347	3	23	(	(	PUNCT
easat-2347	3	24	m.a.m.a.e	m.a.m.a.e	NOUN
easat-2347	3	25	.	.	PUNCT
easat-2347	3	26	)	)	PUNCT
easat-2347	3	27	.	.	PUNCT
easat-2347	4	1	abstract	abstract	ADV
easat-2347	4	2	:	:	PUNCT
easat-2347	4	3	this	this	DET
easat-2347	4	4	study	study	NOUN
easat-2347	4	5	predicted	predict	VERB
easat-2347	4	6	2024	2024	NUM
easat-2347	4	7	rainfall	rainfall	NOUN
easat-2347	4	8	in	in	ADP
easat-2347	4	9	different	different	ADJ
easat-2347	4	10	climatic	climatic	ADJ
easat-2347	4	11	zones	zone	NOUN
easat-2347	4	12	in	in	ADP
easat-2347	4	13	south	south	PROPN
easat-2347	4	14	africa	africa	PROPN
easat-2347	4	15	using	use	VERB
easat-2347	4	16	a	a	DET
easat-2347	4	17	random	random	ADJ
easat-2347	4	18	forest	forest	NOUN
easat-2347	4	19	model	model	NOUN
easat-2347	4	20	.	.	PUNCT
easat-2347	5	1	previous	previous	ADJ
easat-2347	5	2	studies	study	NOUN
easat-2347	5	3	have	have	AUX
easat-2347	5	4	shown	show	VERB
easat-2347	5	5	that	that	SCONJ
easat-2347	5	6	random	random	ADJ
easat-2347	5	7	forests	forest	NOUN
easat-2347	5	8	performed	perform	VERB
easat-2347	5	9	better	well	ADV
easat-2347	5	10	than	than	ADP
easat-2347	5	11	other	other	ADJ
easat-2347	5	12	models	model	NOUN
easat-2347	5	13	for	for	ADP
easat-2347	5	14	rainfall	rainfall	NOUN
easat-2347	5	15	prediction	prediction	NOUN
easat-2347	5	16	.	.	PUNCT
easat-2347	6	1	south	south	PROPN
easat-2347	6	2	africa	africa	PROPN
easat-2347	6	3	was	be	AUX
easat-2347	6	4	divided	divide	VERB
easat-2347	6	5	into	into	ADP
easat-2347	6	6	nine	nine	NUM
easat-2347	6	7	using	use	VERB
easat-2347	6	8	the	the	DET
easat-2347	6	9	koppen	koppen	PROPN
easat-2347	6	10	-	-	PUNCT
easat-2347	6	11	geiger	geiger	NOUN
easat-2347	6	12	climate	climate	NOUN
easat-2347	6	13	classification	classification	NOUN
easat-2347	6	14	system	system	NOUN
easat-2347	6	15	,	,	PUNCT
easat-2347	6	16	and	and	CCONJ
easat-2347	6	17	three	three	NUM
easat-2347	6	18	cities	city	NOUN
easat-2347	6	19	were	be	AUX
easat-2347	6	20	selected	select	VERB
easat-2347	6	21	for	for	ADP
easat-2347	6	22	each	each	DET
easat-2347	6	23	climatic	climatic	ADJ
easat-2347	6	24	zone	zone	NOUN
easat-2347	6	25	.	.	PUNCT
easat-2347	7	1	atmospheric	atmospheric	ADJ
easat-2347	7	2	datasets	dataset	NOUN
easat-2347	7	3	from	from	ADP
easat-2347	7	4	the	the	DET
easat-2347	7	5	south	south	ADJ
easat-2347	7	6	african	african	ADJ
easat-2347	7	7	weather	weather	NOUN
easat-2347	7	8	service	service	NOUN
easat-2347	7	9	and	and	CCONJ
easat-2347	7	10	the	the	DET
easat-2347	7	11	national	national	ADJ
easat-2347	7	12	aeronautics	aeronautics	PROPN
easat-2347	7	13	and	and	CCONJ
easat-2347	7	14	space	space	NOUN
easat-2347	7	15	agency	agency	NOUN
easat-2347	7	16	were	be	AUX
easat-2347	7	17	used	use	VERB
easat-2347	7	18	for	for	ADP
easat-2347	7	19	this	this	DET
easat-2347	7	20	study	study	NOUN
easat-2347	7	21	.	.	PUNCT
easat-2347	8	1	the	the	DET
easat-2347	8	2	datasets	dataset	NOUN
easat-2347	8	3	were	be	AUX
easat-2347	8	4	trained	train	VERB
easat-2347	8	5	,	,	PUNCT
easat-2347	8	6	tested	test	VERB
easat-2347	8	7	,	,	PUNCT
easat-2347	8	8	and	and	CCONJ
easat-2347	8	9	validated	validate	VERB
easat-2347	8	10	to	to	PART
easat-2347	8	11	assess	assess	VERB
easat-2347	8	12	the	the	DET
easat-2347	8	13	model	model	NOUN
easat-2347	8	14	's	's	PART
easat-2347	8	15	accuracy	accuracy	NOUN
easat-2347	8	16	.	.	PUNCT
easat-2347	9	1	with	with	SCONJ
easat-2347	9	2	good	good	ADJ
easat-2347	9	3	forecast	forecast	NOUN
easat-2347	9	4	ability	ability	NOUN
easat-2347	9	5	observed	observe	VERB
easat-2347	9	6	,	,	PUNCT
easat-2347	9	7	the	the	DET
easat-2347	9	8	random	random	ADJ
easat-2347	9	9	forest	forest	NOUN
easat-2347	9	10	was	be	AUX
easat-2347	9	11	then	then	ADV
easat-2347	9	12	used	use	VERB
easat-2347	9	13	for	for	ADP
easat-2347	9	14	monthly	monthly	ADJ
easat-2347	9	15	rainfall	rainfall	NOUN
easat-2347	9	16	for	for	ADP
easat-2347	9	17	2024	2024	NUM
easat-2347	9	18	.	.	PUNCT
easat-2347	10	1	the	the	DET
easat-2347	10	2	result	result	NOUN
easat-2347	10	3	of	of	ADP
easat-2347	10	4	this	this	DET
easat-2347	10	5	prediction	prediction	NOUN
easat-2347	10	6	was	be	AUX
easat-2347	10	7	then	then	ADV
easat-2347	10	8	compared	compare	VERB
easat-2347	10	9	with	with	ADP
easat-2347	10	10	2022	2022	NUM
easat-2347	10	11	and	and	CCONJ
easat-2347	10	12	2023	2023	NUM
easat-2347	10	13	rainfall	rainfall	NOUN
easat-2347	10	14	.	.	PUNCT
easat-2347	11	1	the	the	DET
easat-2347	11	2	result	result	NOUN
easat-2347	11	3	indicated	indicate	VERB
easat-2347	11	4	months	month	NOUN
easat-2347	11	5	where	where	SCONJ
easat-2347	11	6	much	much	ADJ
easat-2347	11	7	rain	rain	NOUN
easat-2347	11	8	should	should	AUX
easat-2347	11	9	be	be	AUX
easat-2347	11	10	expected	expect	VERB
easat-2347	11	11	in	in	ADP
easat-2347	11	12	various	various	ADJ
easat-2347	11	13	cities	city	NOUN
easat-2347	11	14	and	and	CCONJ
easat-2347	11	15	cities	city	NOUN
easat-2347	11	16	that	that	PRON
easat-2347	11	17	may	may	AUX
easat-2347	11	18	likely	likely	ADV
easat-2347	11	19	experience	experience	VERB
easat-2347	11	20	droughts	drought	NOUN
easat-2347	11	21	.	.	PUNCT
easat-2347	12	1	this	this	DET
easat-2347	12	2	result	result	NOUN
easat-2347	12	3	is	be	AUX
easat-2347	12	4	particularly	particularly	ADV
easat-2347	12	5	important	important	ADJ
easat-2347	12	6	for	for	ADP
easat-2347	12	7	agriculture	agriculture	NOUN
easat-2347	12	8	,	,	PUNCT
easat-2347	12	9	water	water	NOUN
easat-2347	12	10	resource	resource	NOUN
easat-2347	12	11	management	management	NOUN
easat-2347	12	12	,	,	PUNCT
easat-2347	12	13	and	and	CCONJ
easat-2347	12	14	early	early	ADJ
easat-2347	12	15	drought	drought	NOUN
easat-2347	12	16	/	/	SYM
easat-2347	12	17	flooding	flooding	NOUN
easat-2347	12	18	warning	warning	NOUN
easat-2347	12	19	systems	system	NOUN
easat-2347	12	20	.	.	PUNCT
easat-2347	13	1	keywords	keyword	NOUN
easat-2347	13	2	:	:	PUNCT
easat-2347	13	3	climate	climate	NOUN
easat-2347	13	4	zones	zone	NOUN
easat-2347	13	5	,	,	PUNCT
easat-2347	13	6	machine	machine	NOUN
easat-2347	13	7	learning	learning	NOUN
easat-2347	13	8	,	,	PUNCT
easat-2347	13	9	rainfall	rainfall	NOUN
easat-2347	13	10	prediction	prediction	NOUN
easat-2347	13	11	,	,	PUNCT
easat-2347	13	12	random	random	ADJ
easat-2347	13	13	forest	forest	NOUN
easat-2347	13	14	.	.	PUNCT
easat-2347	14	1	1	1	X
easat-2347	14	2	.	.	X
easat-2347	14	3	introduction	introduction	NOUN
easat-2347	14	4	the	the	DET
easat-2347	14	5	use	use	NOUN
easat-2347	14	6	of	of	ADP
easat-2347	14	7	machine	machine	NOUN
easat-2347	14	8	learning	learning	NOUN
easat-2347	14	9	models	model	NOUN
easat-2347	14	10	in	in	ADP
easat-2347	14	11	rainfall	rainfall	NOUN
easat-2347	14	12	prediction	prediction	NOUN
easat-2347	14	13	has	have	AUX
easat-2347	14	14	increased	increase	VERB
easat-2347	14	15	worldwide	worldwide	ADV
easat-2347	14	16	due	due	ADP
easat-2347	14	17	to	to	ADP
easat-2347	14	18	its	its	PRON
easat-2347	14	19	advantages	advantage	NOUN
easat-2347	14	20	(	(	PUNCT
easat-2347	14	21	crammer	crammer	PROPN
easat-2347	14	22	et	et	PROPN
easat-2347	14	23	al	al	PROPN
easat-2347	14	24	.	.	PROPN
easat-2347	14	25	,	,	PUNCT
easat-2347	14	26	2017	2017	NUM
easat-2347	14	27	)	)	PUNCT
easat-2347	14	28	.	.	PUNCT
easat-2347	15	1	the	the	DET
easat-2347	15	2	atmospheric	atmospheric	ADJ
easat-2347	15	3	variables	variable	NOUN
easat-2347	15	4	affecting	affect	VERB
easat-2347	15	5	rainfall	rainfall	NOUN
easat-2347	15	6	are	be	AUX
easat-2347	15	7	complex	complex	ADJ
easat-2347	15	8	and	and	CCONJ
easat-2347	15	9	nonlinear	nonlinear	ADJ
easat-2347	15	10	(	(	PUNCT
easat-2347	15	11	gao	gao	PROPN
easat-2347	15	12	et	et	PROPN
easat-2347	15	13	al	al	PROPN
easat-2347	15	14	.	.	PROPN
easat-2347	15	15	,	,	PUNCT
easat-2347	15	16	2017	2017	NUM
easat-2347	15	17	)	)	PUNCT
easat-2347	15	18	.	.	PUNCT
easat-2347	16	1	rainfall	rainfall	NOUN
easat-2347	16	2	prediction	prediction	NOUN
easat-2347	16	3	requires	require	VERB
easat-2347	16	4	using	use	VERB
easat-2347	16	5	variables	variable	NOUN
easat-2347	16	6	such	such	ADJ
easat-2347	16	7	as	as	ADP
easat-2347	16	8	dew	dew	NOUN
easat-2347	16	9	point	point	NOUN
easat-2347	16	10	,	,	PUNCT
easat-2347	16	11	relative	relative	ADJ
easat-2347	16	12	humidity	humidity	NOUN
easat-2347	16	13	,	,	PUNCT
easat-2347	16	14	wind	wind	NOUN
easat-2347	16	15	speed	speed	NOUN
easat-2347	16	16	,	,	PUNCT
easat-2347	16	17	temperature	temperature	NOUN
easat-2347	16	18	,	,	PUNCT
easat-2347	16	19	atmospheric	atmospheric	ADJ
easat-2347	16	20	pressure	pressure	NOUN
easat-2347	16	21	,	,	PUNCT
easat-2347	16	22	and	and	CCONJ
easat-2347	16	23	water	water	NOUN
easat-2347	16	24	vapour	vapour	NOUN
easat-2347	16	25	.	.	PUNCT
easat-2347	17	1	with	with	ADP
easat-2347	17	2	an	an	DET
easat-2347	17	3	ever	ever	ADV
easat-2347	17	4	-	-	PUNCT
easat-2347	17	5	growing	grow	VERB
easat-2347	17	6	database	database	NOUN
easat-2347	17	7	using	use	VERB
easat-2347	17	8	historical	historical	ADJ
easat-2347	17	9	datasets	dataset	NOUN
easat-2347	17	10	,	,	PUNCT
easat-2347	17	11	machine	machine	NOUN
easat-2347	17	12	learning	learning	NOUN
easat-2347	17	13	models	model	NOUN
easat-2347	17	14	can	can	AUX
easat-2347	17	15	easily	easily	ADV
easat-2347	17	16	reveal	reveal	VERB
easat-2347	17	17	patterns	pattern	NOUN
easat-2347	17	18	and	and	CCONJ
easat-2347	17	19	relationships	relationship	NOUN
easat-2347	17	20	between	between	ADP
easat-2347	17	21	the	the	DET
easat-2347	17	22	variables	variable	NOUN
easat-2347	17	23	(	(	PUNCT
easat-2347	17	24	chattopadhyay	chattopadhyay	NOUN
easat-2347	17	25	et	et	PROPN
easat-2347	17	26	al	al	PROPN
easat-2347	17	27	.	.	PROPN
easat-2347	17	28	,	,	PUNCT
easat-2347	17	29	2020	2020	NUM
easat-2347	17	30	)	)	PUNCT
easat-2347	17	31	.	.	PUNCT
easat-2347	18	1	these	these	DET
easat-2347	18	2	models	model	NOUN
easat-2347	18	3	can	can	AUX
easat-2347	18	4	handle	handle	VERB
easat-2347	18	5	the	the	DET
easat-2347	18	6	complexities	complexity	NOUN
easat-2347	18	7	in	in	ADP
easat-2347	18	8	the	the	DET
easat-2347	18	9	datasets	dataset	NOUN
easat-2347	18	10	better	well	ADJ
easat-2347	18	11	than	than	ADP
easat-2347	18	12	the	the	DET
easat-2347	18	13	numerical	numerical	ADJ
easat-2347	18	14	method	method	NOUN
easat-2347	18	15	of	of	ADP
easat-2347	18	16	rainfall	rainfall	NOUN
easat-2347	18	17	prediction	prediction	NOUN
easat-2347	18	18	.	.	PUNCT
easat-2347	19	1	in	in	ADP
easat-2347	19	2	addition	addition	NOUN
easat-2347	19	3	,	,	PUNCT
easat-2347	19	4	multiple	multiple	ADJ
easat-2347	19	5	models	model	NOUN
easat-2347	19	6	can	can	AUX
easat-2347	19	7	be	be	AUX
easat-2347	19	8	combined	combine	VERB
easat-2347	19	9	to	to	PART
easat-2347	19	10	improve	improve	VERB
easat-2347	19	11	the	the	DET
easat-2347	19	12	accuracy	accuracy	NOUN
easat-2347	19	13	of	of	ADP
easat-2347	19	14	the	the	DET
easat-2347	19	15	forecast	forecast	NOUN
easat-2347	19	16	.	.	PUNCT
easat-2347	20	1	with	with	ADP
easat-2347	20	2	evolving	evolve	VERB
easat-2347	20	3	weather	weather	NOUN
easat-2347	20	4	conditions	condition	NOUN
easat-2347	20	5	due	due	ADP
easat-2347	20	6	to	to	ADP
easat-2347	20	7	climate	climate	NOUN
easat-2347	20	8	change	change	NOUN
easat-2347	20	9	,	,	PUNCT
easat-2347	20	10	machine	machine	NOUN
easat-2347	20	11	learning	learning	NOUN
easat-2347	20	12	models	model	NOUN
easat-2347	20	13	can	can	AUX
easat-2347	20	14	be	be	AUX
easat-2347	20	15	designed	design	VERB
easat-2347	20	16	to	to	PART
easat-2347	20	17	continuously	continuously	ADV
easat-2347	20	18	learn	learn	VERB
easat-2347	20	19	and	and	CCONJ
easat-2347	20	20	adapt	adapt	VERB
easat-2347	20	21	to	to	ADP
easat-2347	20	22	this	this	DET
easat-2347	20	23	change	change	NOUN
easat-2347	20	24	(	(	PUNCT
easat-2347	20	25	rolnick	rolnick	INTJ
easat-2347	20	26	et	et	PROPN
easat-2347	20	27	al	al	PROPN
easat-2347	20	28	.	.	PROPN
easat-2347	20	29	,	,	PUNCT
easat-2347	20	30	2022	2022	NUM
easat-2347	20	31	)	)	PUNCT
easat-2347	20	32	.	.	PUNCT
easat-2347	21	1	since	since	SCONJ
easat-2347	21	2	the	the	DET
easat-2347	21	3	main	main	ADJ
easat-2347	21	4	aim	aim	NOUN
easat-2347	21	5	is	be	AUX
easat-2347	21	6	to	to	PART
easat-2347	21	7	improve	improve	VERB
easat-2347	21	8	forecasting	forecasting	NOUN
easat-2347	21	9	accuracy	accuracy	NOUN
easat-2347	21	10	,	,	PUNCT
easat-2347	21	11	machine	machine	NOUN
easat-2347	21	12	learning	learning	NOUN
easat-2347	21	13	models	model	NOUN
easat-2347	21	14	will	will	AUX
easat-2347	21	15	enhance	enhance	VERB
easat-2347	21	16	prediction	prediction	NOUN
easat-2347	21	17	's	's	PART
easat-2347	21	18	precision	precision	NOUN
easat-2347	21	19	and	and	CCONJ
easat-2347	21	20	reliability	reliability	NOUN
easat-2347	21	21	,	,	PUNCT
easat-2347	21	22	affecting	affect	VERB
easat-2347	21	23	the	the	DET
easat-2347	21	24	economy	economy	NOUN
easat-2347	21	25	,	,	PUNCT
easat-2347	21	26	agriculture	agriculture	NOUN
easat-2347	21	27	,	,	PUNCT
easat-2347	21	28	disasters	disaster	NOUN
easat-2347	21	29	,	,	PUNCT
easat-2347	21	30	and	and	CCONJ
easat-2347	21	31	water	water	NOUN
easat-2347	21	32	resource	resource	NOUN
easat-2347	21	33	management	management	NOUN
easat-2347	21	34	(	(	PUNCT
easat-2347	21	35	sharma	sharma	PROPN
easat-2347	21	36	et	et	PROPN
easat-2347	21	37	al	al	PROPN
easat-2347	21	38	.	.	PROPN
easat-2347	21	39	,	,	PUNCT
easat-2347	21	40	2020	2020	NUM
easat-2347	21	41	)	)	PUNCT
easat-2347	21	42	.	.	PUNCT
easat-2347	22	1	most	most	ADJ
easat-2347	22	2	research	research	NOUN
easat-2347	22	3	on	on	ADP
easat-2347	22	4	weather	weather	NOUN
easat-2347	22	5	forecasting	forecasting	NOUN
easat-2347	22	6	,	,	PUNCT
easat-2347	22	7	especially	especially	ADV
easat-2347	22	8	rainfall	rainfall	NOUN
easat-2347	22	9	prediction	prediction	NOUN
easat-2347	22	10	,	,	PUNCT
easat-2347	22	11	has	have	AUX
easat-2347	22	12	been	be	AUX
easat-2347	22	13	carried	carry	VERB
easat-2347	22	14	out	out	ADP
easat-2347	22	15	outside	outside	ADP
easat-2347	22	16	africa	africa	PROPN
easat-2347	22	17	.	.	PUNCT
easat-2347	23	1	most	most	ADJ
easat-2347	23	2	weather	weather	NOUN
easat-2347	23	3	stations	station	NOUN
easat-2347	23	4	in	in	ADP
easat-2347	23	5	africa	africa	PROPN
easat-2347	23	6	still	still	ADV
easat-2347	23	7	rely	rely	VERB
easat-2347	23	8	on	on	ADP
easat-2347	23	9	numerical	numerical	ADJ
easat-2347	23	10	and	and	CCONJ
easat-2347	23	11	statistical	statistical	ADJ
easat-2347	23	12	methods	method	NOUN
easat-2347	23	13	for	for	ADP
easat-2347	23	14	their	their	PRON
easat-2347	23	15	forecast	forecast	NOUN
easat-2347	23	16	(	(	PUNCT
easat-2347	23	17	meque	meque	X
easat-2347	23	18	et	et	PROPN
easat-2347	23	19	al	al	PROPN
easat-2347	23	20	.	.	PROPN
easat-2347	23	21	,	,	PUNCT
easat-2347	23	22	2021	2021	NUM
easat-2347	23	23	;	;	PUNCT
easat-2347	23	24	milton	milton	PROPN
easat-2347	23	25	et	et	PROPN
easat-2347	23	26	al	al	PROPN
easat-2347	23	27	.	.	PROPN
easat-2347	23	28	,	,	PUNCT
easat-2347	23	29	2017	2017	NUM
easat-2347	23	30	)	)	PUNCT
easat-2347	23	31	.	.	PUNCT
easat-2347	24	1	these	these	DET
easat-2347	24	2	methods	method	NOUN
easat-2347	24	3	are	be	AUX
easat-2347	24	4	time	time	NOUN
easat-2347	24	5	-	-	PUNCT
easat-2347	24	6	consuming	consume	VERB
easat-2347	24	7	and	and	CCONJ
easat-2347	24	8	expensive	expensive	ADJ
easat-2347	24	9	(	(	PUNCT
easat-2347	24	10	chen	chen	PROPN
easat-2347	24	11	et	et	PROPN
easat-2347	24	12	al	al	PROPN
easat-2347	24	13	.	.	PROPN
easat-2347	24	14	,	,	PUNCT
easat-2347	24	15	2022	2022	NUM
easat-2347	24	16	)	)	PUNCT
easat-2347	24	17	.	.	PUNCT
easat-2347	25	1	recent	recent	ADJ
easat-2347	25	2	research	research	NOUN
easat-2347	25	3	in	in	ADP
easat-2347	25	4	africa	africa	PROPN
easat-2347	25	5	has	have	AUX
easat-2347	25	6	shown	show	VERB
easat-2347	25	7	the	the	DET
easat-2347	25	8	potential	potential	NOUN
easat-2347	25	9	for	for	ADP
easat-2347	25	10	machine	machine	NOUN
easat-2347	25	11	learning	learn	VERB
easat-2347	25	12	applications	application	NOUN
easat-2347	25	13	.	.	PUNCT
easat-2347	26	1	bamisile	bamisile	NOUN
easat-2347	26	2	et	et	PROPN
easat-2347	26	3	al	al	PROPN
easat-2347	26	4	.	.	PROPN
easat-2347	27	1	(	(	PUNCT
easat-2347	27	2	2020	2020	NUM
easat-2347	27	3	)	)	PUNCT
easat-2347	27	4	used	use	VERB
easat-2347	27	5	machine	machine	NOUN
easat-2347	27	6	and	and	CCONJ
easat-2347	27	7	deep	deep	ADJ
easat-2347	27	8	learning	learning	NOUN
easat-2347	27	9	models	model	NOUN
easat-2347	27	10	for	for	ADP
easat-2347	27	11	solar	solar	ADJ
easat-2347	27	12	radiation	radiation	NOUN
easat-2347	27	13	comparison	comparison	NOUN
easat-2347	27	14	.	.	PUNCT
easat-2347	28	1	these	these	DET
easat-2347	28	2	models	model	NOUN
easat-2347	28	3	were	be	AUX
easat-2347	28	4	applied	apply	VERB
easat-2347	28	5	to	to	ADP
easat-2347	28	6	nigeria	nigeria	PROPN
easat-2347	28	7	's	's	PART
easat-2347	28	8	four	four	NUM
easat-2347	28	9	northern	northern	ADJ
easat-2347	28	10	states	state	NOUN
easat-2347	28	11	(	(	PUNCT
easat-2347	28	12	borno	borno	PROPN
easat-2347	28	13	,	,	PUNCT
easat-2347	28	14	kano	kano	PROPN
easat-2347	28	15	,	,	PUNCT
easat-2347	28	16	yobe	yobe	PROPN
easat-2347	28	17	,	,	PUNCT
easat-2347	28	18	zamfara	zamfara	PROPN
easat-2347	28	19	)	)	PUNCT
easat-2347	28	20	using	use	VERB
easat-2347	28	21	an	an	DET
easat-2347	28	22	hourly	hourly	ADJ
easat-2347	28	23	time	time	NOUN
easat-2347	28	24	step	step	NOUN
easat-2347	28	25	12	12	NUM
easat-2347	28	26	years	year	NOUN
easat-2347	28	27	datasets	dataset	NOUN
easat-2347	28	28	.	.	PUNCT
easat-2347	29	1	their	their	PRON
easat-2347	29	2	result	result	NOUN
easat-2347	29	3	revealed	reveal	VERB
easat-2347	29	4	a	a	DET
easat-2347	29	5	coefficient	coefficient	NOUN
easat-2347	29	6	of	of	ADP
easat-2347	29	7	determination	determination	NOUN
easat-2347	29	8	value	value	NOUN
easat-2347	29	9	of	of	ADP
easat-2347	29	10	0.89	0.89	NUM
easat-2347	29	11	when	when	SCONJ
easat-2347	29	12	using	use	VERB
easat-2347	29	13	the	the	DET
easat-2347	29	14	support	support	NOUN
easat-2347	29	15	vector	vector	NOUN
easat-2347	29	16	regression	regression	NOUN
easat-2347	29	17	and	and	CCONJ
easat-2347	29	18	0.95	0.95	NUM
easat-2347	29	19	when	when	SCONJ
easat-2347	29	20	using	use	VERB
easat-2347	29	21	the	the	DET
easat-2347	29	22	recurrent	recurrent	ADJ
easat-2347	29	23	neural	neural	ADJ
easat-2347	29	24	network	network	NOUN
easat-2347	29	25	.	.	PUNCT
easat-2347	30	1	1806	1806	NUM
easat-2347	30	2	edelweiss	edelweiss	PROPN
easat-2347	30	3	applied	apply	VERB
easat-2347	30	4	science	science	NOUN
easat-2347	30	5	and	and	CCONJ
easat-2347	30	6	technology	technology	NOUN
easat-2347	30	7	issn	issn	PROPN
easat-2347	30	8	:	:	PUNCT
easat-2347	30	9	2576	2576	NUM
easat-2347	30	10	-	-	SYM
easat-2347	30	11	8484	8484	NUM
easat-2347	30	12	vol	vol	NOUN
easat-2347	30	13	.	.	PROPN
easat-2347	30	14	8	8	NUM
easat-2347	30	15	,	,	PUNCT
easat-2347	30	16	no	no	INTJ
easat-2347	30	17	.	.	NOUN
easat-2347	31	1	6	6	NUM
easat-2347	31	2	:	:	SYM
easat-2347	31	3	1805	1805	NUM
easat-2347	31	4	-	-	SYM
easat-2347	31	5	1827	1827	NUM
easat-2347	31	6	,	,	PUNCT
easat-2347	31	7	2024	2024	NUM
easat-2347	31	8	doi	doi	NOUN
easat-2347	31	9	:	:	PUNCT
easat-2347	31	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	31	11	©	©	PROPN
easat-2347	31	12	2024	2024	NUM
easat-2347	31	13	by	by	ADP
easat-2347	31	14	the	the	DET
easat-2347	31	15	authors	author	NOUN
easat-2347	31	16	;	;	PUNCT
easat-2347	31	17	licensee	licensee	PROPN
easat-2347	31	18	learning	learn	VERB
easat-2347	31	19	gate	gate	NOUN
easat-2347	31	20	bouras	boura	NOUN
easat-2347	31	21	et	et	PROPN
easat-2347	31	22	al	al	PROPN
easat-2347	31	23	.	.	PROPN
easat-2347	31	24	(	(	PUNCT
easat-2347	31	25	2021	2021	NUM
easat-2347	31	26	)	)	PUNCT
easat-2347	31	27	used	use	VERB
easat-2347	31	28	four	four	NUM
easat-2347	31	29	machine	machine	NOUN
easat-2347	31	30	learning	learn	VERB
easat-2347	31	31	algorithms	algorithm	NOUN
easat-2347	31	32	to	to	PART
easat-2347	31	33	forecast	forecast	VERB
easat-2347	31	34	crop	crop	NOUN
easat-2347	31	35	yield	yield	NOUN
easat-2347	31	36	.	.	PUNCT
easat-2347	32	1	their	their	PRON
easat-2347	32	2	results	result	NOUN
easat-2347	32	3	showed	show	VERB
easat-2347	32	4	the	the	DET
easat-2347	32	5	effectiveness	effectiveness	NOUN
easat-2347	32	6	of	of	ADP
easat-2347	32	7	machine	machine	NOUN
easat-2347	32	8	learning	learning	NOUN
easat-2347	32	9	models	model	NOUN
easat-2347	32	10	for	for	ADP
easat-2347	32	11	cereal	cereal	NOUN
easat-2347	32	12	yield	yield	NOUN
easat-2347	32	13	prediction	prediction	NOUN
easat-2347	32	14	.	.	PUNCT
easat-2347	33	1	their	their	PRON
easat-2347	33	2	models	model	NOUN
easat-2347	33	3	showed	show	VERB
easat-2347	33	4	they	they	PRON
easat-2347	33	5	can	can	AUX
easat-2347	33	6	accurately	accurately	ADV
easat-2347	33	7	predict	predict	VERB
easat-2347	33	8	crop	crop	NOUN
easat-2347	33	9	yield	yield	NOUN
easat-2347	33	10	with	with	ADP
easat-2347	33	11	an	an	DET
easat-2347	33	12	r	r	NOUN
easat-2347	33	13	square	square	NOUN
easat-2347	33	14	of	of	ADP
easat-2347	33	15	0.88	0.88	NUM
easat-2347	33	16	.	.	PUNCT
easat-2347	34	1	cedric	cedric	PROPN
easat-2347	34	2	et	et	PROPN
easat-2347	34	3	al	al	PROPN
easat-2347	34	4	.	.	PROPN
easat-2347	35	1	(	(	PUNCT
easat-2347	35	2	2022	2022	NUM
easat-2347	35	3	)	)	PUNCT
easat-2347	35	4	used	use	VERB
easat-2347	35	5	machine	machine	NOUN
easat-2347	35	6	models	model	NOUN
easat-2347	35	7	to	to	PART
easat-2347	35	8	predict	predict	VERB
easat-2347	35	9	crop	crop	NOUN
easat-2347	35	10	yield	yield	NOUN
easat-2347	35	11	production	production	NOUN
easat-2347	35	12	in	in	ADP
easat-2347	35	13	six	six	NUM
easat-2347	35	14	west	west	ADJ
easat-2347	35	15	african	african	ADJ
easat-2347	35	16	countries	country	NOUN
easat-2347	35	17	.	.	PUNCT
easat-2347	36	1	their	their	PRON
easat-2347	36	2	result	result	NOUN
easat-2347	36	3	revealed	reveal	VERB
easat-2347	36	4	coefficients	coefficient	NOUN
easat-2347	36	5	of	of	ADP
easat-2347	36	6	determination	determination	NOUN
easat-2347	36	7	of	of	ADP
easat-2347	36	8	95.3	95.3	NUM
easat-2347	36	9	%	%	NOUN
easat-2347	36	10	,	,	PUNCT
easat-2347	36	11	93.15	93.15	NUM
easat-2347	36	12	%	%	NOUN
easat-2347	36	13	,	,	PUNCT
easat-2347	36	14	and	and	CCONJ
easat-2347	36	15	89.78	89.78	NUM
easat-2347	36	16	%	%	NOUN
easat-2347	36	17	for	for	ADP
easat-2347	36	18	decision	decision	NOUN
easat-2347	36	19	tree	tree	NOUN
easat-2347	36	20	,	,	PUNCT
easat-2347	36	21	k	k	NOUN
easat-2347	36	22	-	-	PUNCT
easat-2347	36	23	nearest	near	ADJ
easat-2347	36	24	neighbor	neighbor	NOUN
easat-2347	36	25	,	,	PUNCT
easat-2347	36	26	and	and	CCONJ
easat-2347	36	27	logistic	logistic	ADJ
easat-2347	36	28	regression	regression	NOUN
easat-2347	36	29	,	,	PUNCT
easat-2347	36	30	respectively	respectively	ADV
easat-2347	36	31	.	.	PUNCT
easat-2347	37	1	sub	sub	ADJ
easat-2347	37	2	-	-	ADJ
easat-2347	37	3	saharan	saharan	ADJ
easat-2347	37	4	africa	africa	PROPN
easat-2347	37	5	has	have	AUX
easat-2347	37	6	also	also	ADV
easat-2347	37	7	used	use	VERB
easat-2347	37	8	machine	machine	NOUN
easat-2347	37	9	learning	learn	VERB
easat-2347	37	10	algorithms	algorithm	NOUN
easat-2347	37	11	to	to	PART
easat-2347	37	12	predict	predict	VERB
easat-2347	37	13	malaria	malaria	NOUN
easat-2347	37	14	occurrence	occurrence	NOUN
easat-2347	37	15	using	use	VERB
easat-2347	37	16	climate	climate	NOUN
easat-2347	37	17	variability	variability	NOUN
easat-2347	37	18	(	(	PUNCT
easat-2347	37	19	nkiruka	nkiruka	NOUN
easat-2347	37	20	,	,	PUNCT
easat-2347	37	21	2021	2021	NUM
easat-2347	37	22	)	)	PUNCT
easat-2347	37	23	.	.	PUNCT
easat-2347	38	1	they	they	PRON
easat-2347	38	2	stated	state	VERB
easat-2347	38	3	that	that	SCONJ
easat-2347	38	4	their	their	PRON
easat-2347	38	5	research	research	NOUN
easat-2347	38	6	results	result	NOUN
easat-2347	38	7	will	will	AUX
easat-2347	38	8	aid	aid	VERB
easat-2347	38	9	decision	decision	NOUN
easat-2347	38	10	-	-	PUNCT
easat-2347	38	11	making	making	NOUN
easat-2347	38	12	and	and	CCONJ
easat-2347	38	13	adequate	adequate	ADJ
easat-2347	38	14	preparation	preparation	NOUN
easat-2347	38	15	for	for	ADP
easat-2347	38	16	future	future	ADJ
easat-2347	38	17	outbreaks	outbreak	NOUN
easat-2347	38	18	.	.	PUNCT
easat-2347	39	1	despite	despite	SCONJ
easat-2347	39	2	the	the	DET
easat-2347	39	3	advantages	advantage	NOUN
easat-2347	39	4	of	of	ADP
easat-2347	39	5	machine	machine	NOUN
easat-2347	39	6	learning	learning	NOUN
easat-2347	39	7	models	model	NOUN
easat-2347	39	8	in	in	ADP
easat-2347	39	9	rainfall	rainfall	NOUN
easat-2347	39	10	prediction	prediction	NOUN
easat-2347	39	11	,	,	PUNCT
easat-2347	39	12	the	the	DET
easat-2347	39	13	models	model	NOUN
easat-2347	39	14	depended	depend	VERB
easat-2347	39	15	on	on	ADP
easat-2347	39	16	the	the	DET
easat-2347	39	17	availability	availability	NOUN
easat-2347	39	18	and	and	CCONJ
easat-2347	39	19	reliability	reliability	NOUN
easat-2347	39	20	of	of	ADP
easat-2347	39	21	the	the	DET
easat-2347	39	22	datasets	dataset	NOUN
easat-2347	39	23	used	use	VERB
easat-2347	39	24	.	.	PUNCT
easat-2347	40	1	in	in	ADP
easat-2347	40	2	some	some	DET
easat-2347	40	3	climatic	climatic	ADJ
easat-2347	40	4	zones	zone	NOUN
easat-2347	40	5	,	,	PUNCT
easat-2347	40	6	getting	get	VERB
easat-2347	40	7	datasets	dataset	NOUN
easat-2347	40	8	for	for	ADP
easat-2347	40	9	all	all	DET
easat-2347	40	10	the	the	DET
easat-2347	40	11	atmospheric	atmospheric	ADJ
easat-2347	40	12	variables	variable	NOUN
easat-2347	40	13	needed	need	VERB
easat-2347	40	14	for	for	ADP
easat-2347	40	15	rainfall	rainfall	NOUN
easat-2347	40	16	prediction	prediction	NOUN
easat-2347	40	17	was	be	AUX
easat-2347	40	18	difficult	difficult	ADJ
easat-2347	40	19	.	.	PUNCT
easat-2347	41	1	also	also	ADV
easat-2347	41	2	,	,	PUNCT
easat-2347	41	3	three	three	NUM
easat-2347	41	4	cities	city	NOUN
easat-2347	41	5	were	be	AUX
easat-2347	41	6	selected	select	VERB
easat-2347	41	7	in	in	ADP
easat-2347	41	8	each	each	DET
easat-2347	41	9	climatic	climatic	ADJ
easat-2347	41	10	zone	zone	NOUN
easat-2347	41	11	to	to	PART
easat-2347	41	12	examine	examine	VERB
easat-2347	41	13	the	the	DET
easat-2347	41	14	best	good	ADJ
easat-2347	41	15	model	model	NOUN
easat-2347	41	16	for	for	ADP
easat-2347	41	17	rainfall	rainfall	NOUN
easat-2347	41	18	prediction	prediction	NOUN
easat-2347	41	19	.	.	PUNCT
easat-2347	42	1	these	these	DET
easat-2347	42	2	cities	city	NOUN
easat-2347	42	3	only	only	ADV
easat-2347	42	4	represent	represent	VERB
easat-2347	42	5	a	a	DET
easat-2347	42	6	fraction	fraction	NOUN
easat-2347	42	7	of	of	ADP
easat-2347	42	8	the	the	DET
easat-2347	42	9	whole	whole	ADJ
easat-2347	42	10	climatic	climatic	ADJ
easat-2347	42	11	zone	zone	NOUN
easat-2347	42	12	and	and	CCONJ
easat-2347	42	13	can	can	AUX
easat-2347	42	14	only	only	ADV
easat-2347	42	15	indicate	indicate	VERB
easat-2347	42	16	the	the	DET
easat-2347	42	17	best	good	ADJ
easat-2347	42	18	models	model	NOUN
easat-2347	42	19	.	.	PUNCT
easat-2347	43	1	therefore	therefore	ADV
easat-2347	43	2	,	,	PUNCT
easat-2347	43	3	though	though	SCONJ
easat-2347	43	4	this	this	DET
easat-2347	43	5	work	work	NOUN
easat-2347	43	6	suggests	suggest	VERB
easat-2347	43	7	models	model	NOUN
easat-2347	43	8	to	to	PART
easat-2347	43	9	be	be	AUX
easat-2347	43	10	used	use	VERB
easat-2347	43	11	in	in	ADP
easat-2347	43	12	different	different	ADJ
easat-2347	43	13	climatic	climatic	ADJ
easat-2347	43	14	zones	zone	NOUN
easat-2347	43	15	,	,	PUNCT
easat-2347	43	16	some	some	DET
easat-2347	43	17	models	model	NOUN
easat-2347	43	18	may	may	AUX
easat-2347	43	19	perform	perform	VERB
easat-2347	43	20	better	well	ADV
easat-2347	43	21	in	in	ADP
easat-2347	43	22	cities	city	NOUN
easat-2347	43	23	that	that	PRON
easat-2347	43	24	were	be	AUX
easat-2347	43	25	not	not	PART
easat-2347	43	26	examined	examine	VERB
easat-2347	43	27	.	.	PUNCT
easat-2347	44	1	researchers	researcher	NOUN
easat-2347	44	2	have	have	AUX
easat-2347	44	3	shown	show	VERB
easat-2347	44	4	the	the	DET
easat-2347	44	5	possibility	possibility	NOUN
easat-2347	44	6	of	of	ADP
easat-2347	44	7	using	use	VERB
easat-2347	44	8	machine	machine	NOUN
easat-2347	44	9	learning	learning	NOUN
easat-2347	44	10	models	model	NOUN
easat-2347	44	11	for	for	ADP
easat-2347	44	12	weather	weather	NOUN
easat-2347	44	13	prediction	prediction	NOUN
easat-2347	44	14	worldwide	worldwide	ADV
easat-2347	44	15	(	(	PUNCT
easat-2347	44	16	bamisile	bamisile	NOUN
easat-2347	44	17	et	et	PROPN
easat-2347	44	18	al	al	PROPN
easat-2347	44	19	.	.	PROPN
easat-2347	44	20	,	,	PUNCT
easat-2347	44	21	2021	2021	NUM
easat-2347	44	22	;	;	PUNCT
easat-2347	44	23	diez	diez	PROPN
easat-2347	44	24	-	-	PUNCT
easat-2347	44	25	sierra	sierra	PROPN
easat-2347	44	26	&	&	CCONJ
easat-2347	44	27	del	del	PROPN
easat-2347	44	28	jesus	jesus	PROPN
easat-2347	44	29	,	,	PUNCT
easat-2347	44	30	2020	2020	NUM
easat-2347	44	31	;	;	PUNCT
easat-2347	44	32	cramer	cramer	PROPN
easat-2347	44	33	et	et	PROPN
easat-2347	44	34	al	al	PROPN
easat-2347	44	35	.	.	PROPN
easat-2347	44	36	,	,	PUNCT
easat-2347	44	37	2017	2017	NUM
easat-2347	44	38	)	)	PUNCT
easat-2347	44	39	.	.	PUNCT
easat-2347	45	1	they	they	PRON
easat-2347	45	2	have	have	AUX
easat-2347	45	3	also	also	ADV
easat-2347	45	4	shown	show	VERB
easat-2347	45	5	that	that	SCONJ
easat-2347	45	6	it	it	PRON
easat-2347	45	7	is	be	AUX
easat-2347	45	8	faster	fast	ADJ
easat-2347	45	9	,	,	PUNCT
easat-2347	45	10	more	more	ADV
easat-2347	45	11	accurate	accurate	ADJ
easat-2347	45	12	,	,	PUNCT
easat-2347	45	13	does	do	AUX
easat-2347	45	14	not	not	PART
easat-2347	45	15	need	need	VERB
easat-2347	45	16	high	high	ADJ
easat-2347	45	17	computational	computational	ADJ
easat-2347	45	18	power	power	NOUN
easat-2347	45	19	,	,	PUNCT
easat-2347	45	20	and	and	CCONJ
easat-2347	45	21	,	,	PUNCT
easat-2347	45	22	most	most	ADV
easat-2347	45	23	importantly	importantly	ADV
easat-2347	45	24	,	,	PUNCT
easat-2347	45	25	is	be	AUX
easat-2347	45	26	the	the	DET
easat-2347	45	27	future	future	NOUN
easat-2347	45	28	of	of	ADP
easat-2347	45	29	weather	weather	NOUN
easat-2347	45	30	prediction	prediction	NOUN
easat-2347	45	31	(	(	PUNCT
easat-2347	45	32	cedric	cedric	PROPN
easat-2347	45	33	et	et	PROPN
easat-2347	45	34	al	al	PROPN
easat-2347	45	35	.	.	PROPN
easat-2347	45	36	,	,	PUNCT
easat-2347	45	37	2022	2022	NUM
easat-2347	45	38	;	;	PUNCT
easat-2347	45	39	islam	islam	PROPN
easat-2347	45	40	et	et	PROPN
easat-2347	45	41	al	al	PROPN
easat-2347	45	42	.	.	PROPN
easat-2347	45	43	,	,	PUNCT
easat-2347	45	44	2023	2023	NUM
easat-2347	45	45	;	;	PUNCT
easat-2347	45	46	jose	jose	PROPN
easat-2347	45	47	et	et	PROPN
easat-2347	45	48	al	al	PROPN
easat-2347	45	49	.	.	PROPN
easat-2347	45	50	,	,	PUNCT
easat-2347	45	51	2022	2022	NUM
easat-2347	45	52	;	;	PUNCT
easat-2347	45	53	shah	shah	PROPN
easat-2347	45	54	et	et	PROPN
easat-2347	45	55	al	al	PROPN
easat-2347	45	56	.	.	PROPN
easat-2347	45	57	,	,	PUNCT
easat-2347	45	58	2023	2023	NUM
easat-2347	45	59	)	)	PUNCT
easat-2347	45	60	.	.	PUNCT
easat-2347	46	1	therefore	therefore	ADV
easat-2347	46	2	,	,	PUNCT
easat-2347	46	3	this	this	DET
easat-2347	46	4	study	study	NOUN
easat-2347	46	5	predicts	predict	VERB
easat-2347	46	6	monthly	monthly	ADJ
easat-2347	46	7	rainfall	rainfall	NOUN
easat-2347	46	8	for	for	ADP
easat-2347	46	9	twenty	twenty	NUM
easat-2347	46	10	-	-	PUNCT
easat-2347	46	11	seven	seven	NUM
easat-2347	46	12	cities	city	NOUN
easat-2347	46	13	in	in	ADP
easat-2347	46	14	south	south	PROPN
easat-2347	46	15	africa	africa	PROPN
easat-2347	46	16	under	under	ADP
easat-2347	46	17	nine	nine	NUM
easat-2347	46	18	climatic	climatic	ADJ
easat-2347	46	19	zones	zone	NOUN
easat-2347	46	20	.	.	PUNCT
easat-2347	47	1	2	2	X
easat-2347	47	2	.	.	X
easat-2347	47	3	literature	literature	NOUN
easat-2347	47	4	review	review	NOUN
easat-2347	47	5	due	due	ADP
easat-2347	47	6	to	to	ADP
easat-2347	47	7	the	the	DET
easat-2347	47	8	computational	computational	ADJ
easat-2347	47	9	cost	cost	NOUN
easat-2347	47	10	and	and	CCONJ
easat-2347	47	11	time	time	NOUN
easat-2347	47	12	-	-	PUNCT
easat-2347	47	13	consuming	consume	VERB
easat-2347	47	14	nature	nature	NOUN
easat-2347	47	15	of	of	ADP
easat-2347	47	16	numerical	numerical	ADJ
easat-2347	47	17	weather	weather	NOUN
easat-2347	47	18	models	model	NOUN
easat-2347	47	19	,	,	PUNCT
easat-2347	47	20	researchers	researcher	NOUN
easat-2347	47	21	have	have	AUX
easat-2347	47	22	explored	explore	VERB
easat-2347	47	23	alternative	alternative	ADJ
easat-2347	47	24	ways	way	NOUN
easat-2347	47	25	of	of	ADP
easat-2347	47	26	forecasting	forecast	VERB
easat-2347	47	27	weather	weather	NOUN
easat-2347	47	28	on	on	ADP
easat-2347	47	29	a	a	DET
easat-2347	47	30	large	large	ADJ
easat-2347	47	31	scale	scale	NOUN
easat-2347	47	32	using	use	VERB
easat-2347	47	33	various	various	ADJ
easat-2347	47	34	machine	machine	NOUN
easat-2347	47	35	learning	learn	VERB
easat-2347	47	36	algorithms	algorithm	NOUN
easat-2347	47	37	and	and	CCONJ
easat-2347	47	38	have	have	AUX
easat-2347	47	39	found	find	VERB
easat-2347	47	40	them	they	PRON
easat-2347	47	41	accurate	accurate	ADJ
easat-2347	47	42	.	.	PUNCT
easat-2347	48	1	different	different	ADJ
easat-2347	48	2	machine	machine	NOUN
easat-2347	48	3	learning	learning	NOUN
easat-2347	48	4	models	model	NOUN
easat-2347	48	5	have	have	AUX
easat-2347	48	6	been	be	AUX
easat-2347	48	7	used	use	VERB
easat-2347	48	8	across	across	ADP
easat-2347	48	9	the	the	DET
easat-2347	48	10	world	world	NOUN
easat-2347	48	11	for	for	ADP
easat-2347	48	12	various	various	ADJ
easat-2347	48	13	forecasts	forecast	NOUN
easat-2347	48	14	.	.	PUNCT
easat-2347	49	1	ridwan	ridwan	PROPN
easat-2347	49	2	et	et	PROPN
easat-2347	49	3	al	al	PROPN
easat-2347	49	4	.	.	PROPN
easat-2347	50	1	(	(	PUNCT
easat-2347	50	2	2020	2020	NUM
easat-2347	50	3	)	)	PUNCT
easat-2347	50	4	used	use	VERB
easat-2347	50	5	four	four	NUM
easat-2347	50	6	machine	machine	NOUN
easat-2347	50	7	learning	learning	NOUN
easat-2347	50	8	methods	method	NOUN
easat-2347	50	9	for	for	ADP
easat-2347	50	10	rainfall	rainfall	NOUN
easat-2347	50	11	forecasting	forecasting	NOUN
easat-2347	50	12	in	in	ADP
easat-2347	50	13	terengganu	terengganu	PROPN
easat-2347	50	14	,	,	PUNCT
easat-2347	50	15	malaysia	malaysia	PROPN
easat-2347	50	16	.	.	PUNCT
easat-2347	51	1	using	use	VERB
easat-2347	51	2	the	the	DET
easat-2347	51	3	autocorrelation	autocorrelation	NOUN
easat-2347	51	4	function	function	NOUN
easat-2347	51	5	and	and	CCONJ
easat-2347	51	6	projected	project	VERB
easat-2347	51	7	error	error	NOUN
easat-2347	51	8	based	base	VERB
easat-2347	51	9	on	on	ADP
easat-2347	51	10	historical	historical	ADJ
easat-2347	51	11	rainfall	rainfall	NOUN
easat-2347	51	12	data	datum	NOUN
easat-2347	51	13	,	,	PUNCT
easat-2347	51	14	they	they	PRON
easat-2347	51	15	used	use	VERB
easat-2347	51	16	datasets	dataset	NOUN
easat-2347	51	17	from	from	ADP
easat-2347	51	18	10	10	NUM
easat-2347	51	19	stations	station	NOUN
easat-2347	51	20	around	around	ADP
easat-2347	51	21	terengganu	terengganu	NOUN
easat-2347	51	22	for	for	ADP
easat-2347	51	23	the	the	DET
easat-2347	51	24	study	study	NOUN
easat-2347	51	25	.	.	PUNCT
easat-2347	52	1	their	their	PRON
easat-2347	52	2	result	result	NOUN
easat-2347	52	3	revealed	reveal	VERB
easat-2347	52	4	that	that	SCONJ
easat-2347	52	5	boosted	boost	VERB
easat-2347	52	6	decision	decision	NOUN
easat-2347	52	7	tree	tree	NOUN
easat-2347	52	8	regression	regression	NOUN
easat-2347	52	9	had	have	VERB
easat-2347	52	10	the	the	DET
easat-2347	52	11	best	good	ADJ
easat-2347	52	12	coefficient	coefficient	NOUN
easat-2347	52	13	of	of	ADP
easat-2347	52	14	determination	determination	NOUN
easat-2347	52	15	compared	compare	VERB
easat-2347	52	16	to	to	ADP
easat-2347	52	17	decision	decision	NOUN
easat-2347	52	18	tree	tree	NOUN
easat-2347	52	19	forest	forest	NOUN
easat-2347	52	20	,	,	PUNCT
easat-2347	52	21	neural	neural	ADJ
easat-2347	52	22	network	network	NOUN
easat-2347	52	23	regression	regression	NOUN
easat-2347	52	24	,	,	PUNCT
easat-2347	52	25	and	and	CCONJ
easat-2347	52	26	bayesian	bayesian	NOUN
easat-2347	52	27	linear	linear	PROPN
easat-2347	52	28	regression	regression	NOUN
easat-2347	52	29	.	.	PUNCT
easat-2347	53	1	he	he	PRON
easat-2347	53	2	et	et	PROPN
easat-2347	53	3	al	al	PROPN
easat-2347	53	4	.	.	PROPN
easat-2347	53	5	(	(	PUNCT
easat-2347	53	6	2021	2021	NUM
easat-2347	53	7	)	)	PUNCT
easat-2347	53	8	examined	examine	VERB
easat-2347	53	9	the	the	DET
easat-2347	53	10	use	use	NOUN
easat-2347	53	11	of	of	ADP
easat-2347	53	12	machine	machine	NOUN
easat-2347	53	13	learning	learn	VERB
easat-2347	53	14	algorithms	algorithm	NOUN
easat-2347	53	15	for	for	ADP
easat-2347	53	16	sub	sub	ADJ
easat-2347	53	17	-	-	ADJ
easat-2347	53	18	seasonal	seasonal	ADJ
easat-2347	53	19	climate	climate	NOUN
easat-2347	53	20	forecasting	forecasting	NOUN
easat-2347	53	21	.	.	PUNCT
easat-2347	54	1	they	they	PRON
easat-2347	54	2	focused	focus	VERB
easat-2347	54	3	on	on	ADP
easat-2347	54	4	predicting	predict	VERB
easat-2347	54	5	temperature	temperature	NOUN
easat-2347	54	6	and	and	CCONJ
easat-2347	54	7	rainfall	rainfall	NOUN
easat-2347	54	8	on	on	ADP
easat-2347	54	9	a	a	DET
easat-2347	54	10	two	two	NUM
easat-2347	54	11	-	-	PUNCT
easat-2347	54	12	week	week	NOUN
easat-2347	54	13	to	to	ADP
easat-2347	54	14	two	two	NUM
easat-2347	54	15	-	-	PUNCT
easat-2347	54	16	month	month	NOUN
easat-2347	54	17	scale	scale	NOUN
easat-2347	54	18	.	.	PUNCT
easat-2347	55	1	they	they	PRON
easat-2347	55	2	used	use	VERB
easat-2347	55	3	two	two	NUM
easat-2347	55	4	non	non	ADJ
easat-2347	55	5	-	-	ADJ
easat-2347	55	6	deep	deep	ADJ
easat-2347	55	7	learning	learning	NOUN
easat-2347	55	8	(	(	PUNCT
easat-2347	55	9	dl	dl	NOUN
easat-2347	55	10	)	)	PUNCT
easat-2347	55	11	models	model	NOUN
easat-2347	55	12	(	(	PUNCT
easat-2347	55	13	autoknn	autoknn	ADJ
easat-2347	55	14	,	,	PUNCT
easat-2347	55	15	multillr	multillr	NOUN
easat-2347	55	16	)	)	PUNCT
easat-2347	55	17	and	and	CCONJ
easat-2347	55	18	five	five	NUM
easat-2347	55	19	machine	machine	NOUN
easat-2347	55	20	learning	learning	NOUN
easat-2347	55	21	models	model	NOUN
easat-2347	55	22	(	(	PUNCT
easat-2347	55	23	multitask	multitask	ADJ
easat-2347	55	24	lasso	lasso	NOUN
easat-2347	55	25	,	,	PUNCT
easat-2347	55	26	gradient	gradient	NOUN
easat-2347	55	27	boosted	boost	VERB
easat-2347	55	28	trees	tree	NOUN
easat-2347	55	29	(	(	PUNCT
easat-2347	55	30	xgboost	xgboost	ADV
easat-2347	55	31	)	)	PUNCT
easat-2347	55	32	,	,	PUNCT
easat-2347	55	33	state	state	NOUN
easat-2347	55	34	of	of	ADP
easat-2347	55	35	the	the	DET
easat-2347	55	36	art	art	NOUN
easat-2347	55	37	baselines	baseline	NOUN
easat-2347	55	38	,	,	PUNCT
easat-2347	55	39	encoder	encoder	NOUN
easat-2347	55	40	(	(	PUNCT
easat-2347	55	41	lstm)-decoder	lstm)-decoder	PROPN
easat-2347	55	42	(	(	PUNCT
easat-2347	55	43	fnn	fnn	PROPN
easat-2347	55	44	)	)	PUNCT
easat-2347	55	45	and	and	CCONJ
easat-2347	55	46	cnn	cnn	PROPN
easat-2347	55	47	-	-	PUNCT
easat-2347	55	48	lstm	lstm	ADJ
easat-2347	55	49	models	model	NOUN
easat-2347	55	50	)	)	PUNCT
easat-2347	55	51	for	for	ADP
easat-2347	55	52	their	their	PRON
easat-2347	55	53	research	research	NOUN
easat-2347	55	54	.	.	PUNCT
easat-2347	56	1	their	their	PRON
easat-2347	56	2	results	result	NOUN
easat-2347	56	3	showed	show	VERB
easat-2347	56	4	that	that	SCONJ
easat-2347	56	5	machine	machine	NOUN
easat-2347	56	6	learning	learning	NOUN
easat-2347	56	7	models	model	NOUN
easat-2347	56	8	captured	capture	VERB
easat-2347	56	9	the	the	DET
easat-2347	56	10	predictability	predictability	NOUN
easat-2347	56	11	on	on	ADP
easat-2347	56	12	sub	sub	ADJ
easat-2347	56	13	-	-	ADJ
easat-2347	56	14	seasonal	seasonal	ADJ
easat-2347	56	15	time	time	NOUN
easat-2347	56	16	scales	scale	VERB
easat-2347	56	17	with	with	ADP
easat-2347	56	18	the	the	DET
easat-2347	56	19	ability	ability	NOUN
easat-2347	56	20	to	to	PART
easat-2347	56	21	outperform	outperform	VERB
easat-2347	56	22	the	the	DET
easat-2347	56	23	baseline	baseline	NOUN
easat-2347	56	24	set	set	NOUN
easat-2347	56	25	.	.	PUNCT
easat-2347	57	1	however	however	ADV
easat-2347	57	2	,	,	PUNCT
easat-2347	57	3	machine	machine	NOUN
easat-2347	57	4	learning	learning	NOUN
easat-2347	57	5	model	model	NOUN
easat-2347	57	6	results	result	NOUN
easat-2347	57	7	were	be	AUX
easat-2347	57	8	better	well	ADJ
easat-2347	57	9	with	with	ADP
easat-2347	57	10	the	the	DET
easat-2347	57	11	best	well	ADV
easat-2347	57	12	-	-	PUNCT
easat-2347	57	13	designed	design	VERB
easat-2347	57	14	models	model	NOUN
easat-2347	57	15	for	for	ADP
easat-2347	57	16	deep	deep	ADJ
easat-2347	57	17	learning	learning	NOUN
easat-2347	57	18	.	.	PUNCT
easat-2347	58	1	due	due	ADP
easat-2347	58	2	to	to	ADP
easat-2347	58	3	various	various	ADJ
easat-2347	58	4	catastrophic	catastrophic	ADJ
easat-2347	58	5	events	event	NOUN
easat-2347	58	6	in	in	ADP
easat-2347	58	7	south	south	PROPN
easat-2347	58	8	america	america	PROPN
easat-2347	58	9	attributed	attribute	VERB
easat-2347	58	10	to	to	ADP
easat-2347	58	11	weather	weather	NOUN
easat-2347	58	12	and	and	CCONJ
easat-2347	58	13	climate	climate	NOUN
easat-2347	58	14	,	,	PUNCT
easat-2347	58	15	anochi	anochi	PROPN
easat-2347	58	16	et	et	PROPN
easat-2347	58	17	al	al	PROPN
easat-2347	58	18	.	.	PROPN
easat-2347	59	1	(	(	PUNCT
easat-2347	59	2	2021	2021	NUM
easat-2347	59	3	)	)	PUNCT
easat-2347	59	4	deployed	deploy	VERB
easat-2347	59	5	ml	ml	NOUN
easat-2347	59	6	algorithms	algorithm	NOUN
easat-2347	59	7	for	for	ADP
easat-2347	59	8	weather	weather	NOUN
easat-2347	59	9	forecasting	forecasting	NOUN
easat-2347	59	10	modelling	modelling	NOUN
easat-2347	59	11	in	in	ADP
easat-2347	59	12	south	south	PROPN
easat-2347	59	13	america	america	PROPN
easat-2347	59	14	.	.	PUNCT
easat-2347	60	1	they	they	PRON
easat-2347	60	2	observed	observe	VERB
easat-2347	60	3	that	that	SCONJ
easat-2347	60	4	numerical	numerical	ADJ
easat-2347	60	5	methods	method	NOUN
easat-2347	60	6	for	for	ADP
easat-2347	60	7	precipitation	precipitation	NOUN
easat-2347	60	8	prediction	prediction	NOUN
easat-2347	60	9	could	could	AUX
easat-2347	60	10	not	not	PART
easat-2347	60	11	accurately	accurately	ADV
easat-2347	60	12	show	show	VERB
easat-2347	60	13	precipitation	precipitation	NOUN
easat-2347	60	14	patterns	pattern	NOUN
easat-2347	60	15	due	due	ADP
easat-2347	60	16	to	to	ADP
easat-2347	60	17	the	the	DET
easat-2347	60	18	absence	absence	NOUN
easat-2347	60	19	of	of	ADP
easat-2347	60	20	datasets	dataset	NOUN
easat-2347	60	21	specific	specific	ADJ
easat-2347	60	22	to	to	ADP
easat-2347	60	23	the	the	DET
easat-2347	60	24	regions	region	NOUN
easat-2347	60	25	.	.	PUNCT
easat-2347	61	1	their	their	PRON
easat-2347	61	2	work	work	NOUN
easat-2347	61	3	showed	show	VERB
easat-2347	61	4	the	the	DET
easat-2347	61	5	possibility	possibility	NOUN
easat-2347	61	6	of	of	ADP
easat-2347	61	7	using	use	VERB
easat-2347	61	8	machine	machine	NOUN
easat-2347	61	9	learning	learn	VERB
easat-2347	61	10	algorithms	algorithm	NOUN
easat-2347	61	11	for	for	ADP
easat-2347	61	12	accurate	accurate	ADJ
easat-2347	61	13	precipitation	precipitation	NOUN
easat-2347	61	14	prediction	prediction	NOUN
easat-2347	61	15	.	.	PUNCT
easat-2347	62	1	they	they	PRON
easat-2347	62	2	trained	train	VERB
easat-2347	62	3	their	their	PRON
easat-2347	62	4	models	model	NOUN
easat-2347	62	5	using	use	VERB
easat-2347	62	6	36	36	NUM
easat-2347	62	7	-	-	PUNCT
easat-2347	62	8	year	year	NOUN
easat-2347	62	9	datasets	dataset	NOUN
easat-2347	62	10	from	from	ADP
easat-2347	62	11	1980	1980	NUM
easat-2347	62	12	to	to	PART
easat-2347	62	13	predict	predict	VERB
easat-2347	62	14	rainfall	rainfall	NOUN
easat-2347	62	15	in	in	ADP
easat-2347	62	16	2018	2018	NUM
easat-2347	62	17	and	and	CCONJ
easat-2347	62	18	2019	2019	NUM
easat-2347	62	19	.	.	PUNCT
easat-2347	63	1	however	however	ADV
easat-2347	63	2	,	,	PUNCT
easat-2347	63	3	they	they	PRON
easat-2347	63	4	observed	observe	VERB
easat-2347	63	5	significant	significant	ADJ
easat-2347	63	6	errors	error	NOUN
easat-2347	63	7	in	in	ADP
easat-2347	63	8	the	the	DET
easat-2347	63	9	summer	summer	NOUN
easat-2347	63	10	months	month	NOUN
easat-2347	63	11	during	during	ADP
easat-2347	63	12	the	the	DET
easat-2347	63	13	rainy	rainy	ADJ
easat-2347	63	14	season	season	NOUN
easat-2347	63	15	.	.	PUNCT
easat-2347	64	1	this	this	PRON
easat-2347	64	2	was	be	AUX
easat-2347	64	3	attributed	attribute	VERB
easat-2347	64	4	to	to	ADP
easat-2347	64	5	local	local	ADJ
easat-2347	64	6	processes	process	NOUN
easat-2347	64	7	in	in	ADP
easat-2347	64	8	the	the	DET
easat-2347	64	9	region	region	NOUN
easat-2347	64	10	that	that	PRON
easat-2347	64	11	the	the	DET
easat-2347	64	12	algorithms	algorithm	NOUN
easat-2347	64	13	could	could	AUX
easat-2347	64	14	not	not	PART
easat-2347	64	15	learn	learn	VERB
easat-2347	64	16	and	and	CCONJ
easat-2347	64	17	high	high	ADJ
easat-2347	64	18	energy	energy	NOUN
easat-2347	64	19	during	during	ADP
easat-2347	64	20	that	that	DET
easat-2347	64	21	period	period	NOUN
easat-2347	64	22	.	.	PUNCT
easat-2347	65	1	they	they	PRON
easat-2347	65	2	then	then	ADV
easat-2347	65	3	showed	show	VERB
easat-2347	65	4	that	that	SCONJ
easat-2347	65	5	training	train	VERB
easat-2347	65	6	the	the	DET
easat-2347	65	7	networks	network	NOUN
easat-2347	65	8	with	with	ADP
easat-2347	65	9	tensorflow	tensorflow	NOUN
easat-2347	65	10	for	for	ADP
easat-2347	65	11	all	all	DET
easat-2347	65	12	seasons	season	NOUN
easat-2347	65	13	except	except	SCONJ
easat-2347	65	14	spring	spring	NOUN
easat-2347	65	15	will	will	AUX
easat-2347	65	16	make	make	VERB
easat-2347	65	17	them	they	PRON
easat-2347	65	18	perform	perform	VERB
easat-2347	65	19	better	well	ADV
easat-2347	65	20	than	than	ADP
easat-2347	65	21	those	those	PRON
easat-2347	65	22	trained	train	VERB
easat-2347	65	23	with	with	ADP
easat-2347	65	24	neural	neural	ADJ
easat-2347	65	25	networks	network	NOUN
easat-2347	65	26	.	.	PUNCT
easat-2347	66	1	diez	diez	PROPN
easat-2347	66	2	-	-	PUNCT
easat-2347	66	3	sierra	sierra	PROPN
easat-2347	66	4	and	and	CCONJ
easat-2347	66	5	del	del	PROPN
easat-2347	66	6	jesus	jesus	PROPN
easat-2347	66	7	(	(	PUNCT
easat-2347	66	8	2020	2020	NUM
easat-2347	66	9	)	)	PUNCT
easat-2347	66	10	investigated	investigate	VERB
easat-2347	66	11	how	how	SCONJ
easat-2347	66	12	eight	eight	NUM
easat-2347	66	13	statistical	statistical	ADJ
easat-2347	66	14	and	and	CCONJ
easat-2347	66	15	machine	machine	NOUN
easat-2347	66	16	learning	learning	NOUN
easat-2347	66	17	models	model	NOUN
easat-2347	66	18	performed	perform	VERB
easat-2347	66	19	while	while	SCONJ
easat-2347	66	20	predicting	predict	VERB
easat-2347	66	21	daily	daily	ADJ
easat-2347	66	22	precipitation	precipitation	NOUN
easat-2347	66	23	in	in	ADP
easat-2347	66	24	a	a	DET
easat-2347	66	25	semi	semi	ADJ
easat-2347	66	26	-	-	ADJ
easat-2347	66	27	arid	arid	ADJ
easat-2347	66	28	region	region	NOUN
easat-2347	66	29	.	.	PUNCT
easat-2347	67	1	they	they	PRON
easat-2347	67	2	used	use	VERB
easat-2347	67	3	36	36	NUM
easat-2347	67	4	-	-	PUNCT
easat-2347	67	5	year	year	NOUN
easat-2347	67	6	rainfall	rainfall	NOUN
easat-2347	67	7	data	datum	NOUN
easat-2347	67	8	divided	divide	VERB
easat-2347	67	9	into	into	ADP
easat-2347	67	10	training	training	NOUN
easat-2347	67	11	and	and	CCONJ
easat-2347	67	12	test	test	NOUN
easat-2347	67	13	datasets	dataset	NOUN
easat-2347	67	14	using	use	VERB
easat-2347	67	15	the	the	DET
easat-2347	67	16	80	80	NUM
easat-2347	67	17	-	-	SYM
easat-2347	67	18	20	20	NUM
easat-2347	67	19	principle	principle	NOUN
easat-2347	67	20	.	.	PUNCT
easat-2347	68	1	the	the	DET
easat-2347	68	2	methods	method	NOUN
easat-2347	68	3	used	use	VERB
easat-2347	68	4	include	include	VERB
easat-2347	68	5	the	the	DET
easat-2347	68	6	random	random	ADJ
easat-2347	68	7	forest	forest	NOUN
easat-2347	68	8	,	,	PUNCT
easat-2347	68	9	generalized	generalize	VERB
easat-2347	68	10	linear	linear	PROPN
easat-2347	68	11	model	model	NOUN
easat-2347	68	12	,	,	PUNCT
easat-2347	68	13	linear	linear	ADJ
easat-2347	68	14	regression	regression	NOUN
easat-2347	68	15	,	,	PUNCT
easat-2347	68	16	support	support	NOUN
easat-2347	68	17	vector	vector	NOUN
easat-2347	68	18	machine	machine	NOUN
easat-2347	68	19	,	,	PUNCT
easat-2347	68	20	k	k	PROPN
easat-2347	68	21	1807	1807	NUM
easat-2347	68	22	edelweiss	edelweiss	PROPN
easat-2347	68	23	applied	apply	VERB
easat-2347	68	24	science	science	NOUN
easat-2347	68	25	and	and	CCONJ
easat-2347	68	26	technology	technology	NOUN
easat-2347	68	27	issn	issn	PROPN
easat-2347	68	28	:	:	PUNCT
easat-2347	68	29	2576	2576	NUM
easat-2347	68	30	-	-	SYM
easat-2347	68	31	8484	8484	NUM
easat-2347	68	32	vol	vol	NOUN
easat-2347	68	33	.	.	PROPN
easat-2347	68	34	8	8	NUM
easat-2347	68	35	,	,	PUNCT
easat-2347	68	36	no	no	INTJ
easat-2347	68	37	.	.	NOUN
easat-2347	69	1	6	6	NUM
easat-2347	69	2	:	:	SYM
easat-2347	69	3	1805	1805	NUM
easat-2347	69	4	-	-	SYM
easat-2347	69	5	1827	1827	NUM
easat-2347	69	6	,	,	PUNCT
easat-2347	69	7	2024	2024	NUM
easat-2347	69	8	doi	doi	NOUN
easat-2347	69	9	:	:	PUNCT
easat-2347	69	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	69	11	©	©	PROPN
easat-2347	69	12	2024	2024	NUM
easat-2347	69	13	by	by	ADP
easat-2347	69	14	the	the	DET
easat-2347	69	15	authors	author	NOUN
easat-2347	69	16	;	;	PUNCT
easat-2347	69	17	licensee	licensee	PROPN
easat-2347	69	18	learning	learning	PROPN
easat-2347	69	19	gate	gate	PROPN
easat-2347	69	20	nearest	nearest	PROPN
easat-2347	69	21	neighbor	neighbor	NOUN
easat-2347	69	22	,	,	PUNCT
easat-2347	69	23	and	and	CCONJ
easat-2347	69	24	neural	neural	ADJ
easat-2347	69	25	network	network	NOUN
easat-2347	69	26	.	.	PUNCT
easat-2347	70	1	they	they	PRON
easat-2347	70	2	stated	state	VERB
easat-2347	70	3	two	two	NUM
easat-2347	70	4	advantages	advantage	NOUN
easat-2347	70	5	of	of	ADP
easat-2347	70	6	machine	machine	NOUN
easat-2347	70	7	learning	learn	VERB
easat-2347	70	8	methods	method	NOUN
easat-2347	70	9	over	over	ADP
easat-2347	70	10	others	other	NOUN
easat-2347	70	11	:	:	PUNCT
easat-2347	70	12	they	they	PRON
easat-2347	70	13	do	do	AUX
easat-2347	70	14	not	not	PART
easat-2347	70	15	need	need	VERB
easat-2347	70	16	a	a	DET
easat-2347	70	17	known	know	VERB
easat-2347	70	18	priori	priori	ADV
easat-2347	70	19	,	,	PUNCT
easat-2347	70	20	nor	nor	CCONJ
easat-2347	70	21	do	do	AUX
easat-2347	70	22	they	they	PRON
easat-2347	70	23	need	need	VERB
easat-2347	70	24	to	to	PART
easat-2347	70	25	make	make	VERB
easat-2347	70	26	assumptions	assumption	NOUN
easat-2347	70	27	on	on	ADP
easat-2347	70	28	the	the	DET
easat-2347	70	29	distribution	distribution	NOUN
easat-2347	70	30	errors	error	NOUN
easat-2347	70	31	.	.	PUNCT
easat-2347	71	1	their	their	PRON
easat-2347	71	2	result	result	NOUN
easat-2347	71	3	showed	show	VERB
easat-2347	71	4	that	that	SCONJ
easat-2347	71	5	the	the	DET
easat-2347	71	6	hyperparameter	hyperparameter	NOUN
easat-2347	71	7	chosen	choose	VERB
easat-2347	71	8	affects	affect	VERB
easat-2347	71	9	the	the	DET
easat-2347	71	10	machine	machine	NOUN
easat-2347	71	11	learning	learn	VERB
easat-2347	71	12	model	model	NOUN
easat-2347	71	13	.	.	PUNCT
easat-2347	72	1	they	they	PRON
easat-2347	72	2	further	far	ADV
easat-2347	72	3	stated	state	VERB
easat-2347	72	4	that	that	SCONJ
easat-2347	72	5	if	if	SCONJ
easat-2347	72	6	wrong	wrong	ADJ
easat-2347	72	7	parameters	parameter	NOUN
easat-2347	72	8	are	be	AUX
easat-2347	72	9	used	use	VERB
easat-2347	72	10	,	,	PUNCT
easat-2347	72	11	it	it	PRON
easat-2347	72	12	will	will	AUX
easat-2347	72	13	affect	affect	VERB
easat-2347	72	14	the	the	DET
easat-2347	72	15	predictive	predictive	ADJ
easat-2347	72	16	capability	capability	NOUN
easat-2347	72	17	and	and	CCONJ
easat-2347	72	18	overfitting	overfitting	NOUN
easat-2347	72	19	of	of	ADP
easat-2347	72	20	the	the	DET
easat-2347	72	21	training	training	NOUN
easat-2347	72	22	models	model	NOUN
easat-2347	72	23	.	.	PUNCT
easat-2347	73	1	they	they	PRON
easat-2347	73	2	suggested	suggest	VERB
easat-2347	73	3	that	that	SCONJ
easat-2347	73	4	the	the	DET
easat-2347	73	5	hyperparameters	hyperparameter	NOUN
easat-2347	73	6	should	should	AUX
easat-2347	73	7	take	take	VERB
easat-2347	73	8	higher	high	ADJ
easat-2347	73	9	values	value	NOUN
easat-2347	73	10	to	to	PART
easat-2347	73	11	avoid	avoid	VERB
easat-2347	73	12	overfitting	overfitte	VERB
easat-2347	73	13	.	.	PUNCT
easat-2347	74	1	the	the	DET
easat-2347	74	2	summary	summary	NOUN
easat-2347	74	3	of	of	ADP
easat-2347	74	4	their	their	PRON
easat-2347	74	5	results	result	NOUN
easat-2347	74	6	showed	show	VERB
easat-2347	74	7	that	that	SCONJ
easat-2347	74	8	nn	nn	PROPN
easat-2347	74	9	performed	perform	VERB
easat-2347	74	10	better	well	ADV
easat-2347	74	11	than	than	ADP
easat-2347	74	12	other	other	ADJ
easat-2347	74	13	models	model	NOUN
easat-2347	74	14	while	while	SCONJ
easat-2347	74	15	predicting	predict	VERB
easat-2347	74	16	rainfall	rainfall	NOUN
easat-2347	74	17	intensity	intensity	NOUN
easat-2347	74	18	.	.	PUNCT
easat-2347	75	1	svm	svm	PROPN
easat-2347	75	2	,	,	PUNCT
easat-2347	75	3	k	k	PROPN
easat-2347	75	4	-	-	PUNCT
easat-2347	75	5	nn	nn	NOUN
easat-2347	75	6	,	,	PUNCT
easat-2347	75	7	and	and	CCONJ
easat-2347	75	8	rf	rf	VERB
easat-2347	75	9	closely	closely	ADV
easat-2347	75	10	followed	follow	VERB
easat-2347	75	11	this	this	PRON
easat-2347	75	12	,	,	PUNCT
easat-2347	75	13	while	while	SCONJ
easat-2347	75	14	the	the	DET
easat-2347	75	15	worst	bad	ADJ
easat-2347	75	16	of	of	ADP
easat-2347	75	17	their	their	PRON
easat-2347	75	18	models	model	NOUN
easat-2347	75	19	was	be	AUX
easat-2347	75	20	wt	wt	VERB
easat-2347	75	21	.	.	PUNCT
easat-2347	76	1	as	as	ADP
easat-2347	76	2	a	a	DET
easat-2347	76	3	result	result	NOUN
easat-2347	76	4	of	of	ADP
easat-2347	76	5	the	the	DET
easat-2347	76	6	successes	success	NOUN
easat-2347	76	7	of	of	ADP
easat-2347	76	8	ml	ml	ADP
easat-2347	76	9	approaches	approach	NOUN
easat-2347	76	10	in	in	ADP
easat-2347	76	11	weather	weather	NOUN
easat-2347	76	12	forecasting	forecasting	NOUN
easat-2347	76	13	in	in	ADP
easat-2347	76	14	south	south	PROPN
easat-2347	76	15	america	america	PROPN
easat-2347	76	16	,	,	PUNCT
easat-2347	76	17	monego	monego	INTJ
easat-2347	76	18	et	et	PROPN
easat-2347	76	19	al	al	PROPN
easat-2347	76	20	.	.	PROPN
easat-2347	77	1	(	(	PUNCT
easat-2347	77	2	2022	2022	NUM
easat-2347	77	3	)	)	PUNCT
easat-2347	77	4	also	also	ADV
easat-2347	77	5	applied	apply	VERB
easat-2347	77	6	these	these	DET
easat-2347	77	7	models	model	NOUN
easat-2347	77	8	to	to	ADP
easat-2347	77	9	precipitation	precipitation	NOUN
easat-2347	77	10	prediction	prediction	NOUN
easat-2347	77	11	using	use	VERB
easat-2347	77	12	gradient	gradient	NOUN
easat-2347	77	13	boosting	boost	VERB
easat-2347	77	14	(	(	PUNCT
easat-2347	77	15	gb	gb	NOUN
easat-2347	77	16	)	)	PUNCT
easat-2347	77	17	.	.	PUNCT
easat-2347	78	1	they	they	PRON
easat-2347	78	2	used	use	VERB
easat-2347	78	3	the	the	DET
easat-2347	78	4	extreme	extreme	ADJ
easat-2347	78	5	gradient	gradient	NOUN
easat-2347	78	6	boosting	boost	VERB
easat-2347	78	7	(	(	PUNCT
easat-2347	78	8	xgb	xgb	NUM
easat-2347	78	9	)	)	PUNCT
easat-2347	78	10	and	and	CCONJ
easat-2347	78	11	tensorflow	tensorflow	NOUN
easat-2347	78	12	(	(	PUNCT
easat-2347	78	13	tf	tf	NOUN
easat-2347	78	14	)	)	PUNCT
easat-2347	78	15	models	model	NOUN
easat-2347	78	16	to	to	PART
easat-2347	78	17	train	train	VERB
easat-2347	78	18	datasets	dataset	NOUN
easat-2347	78	19	from	from	ADP
easat-2347	78	20	january	january	PROPN
easat-2347	78	21	1980	1980	NUM
easat-2347	78	22	to	to	ADP
easat-2347	78	23	february	february	PROPN
easat-2347	78	24	2020	2020	NUM
easat-2347	78	25	using	use	VERB
easat-2347	78	26	the	the	DET
easat-2347	78	27	75	75	NUM
easat-2347	78	28	-	-	SYM
easat-2347	78	29	25	25	NUM
easat-2347	78	30	principle	principle	NOUN
easat-2347	78	31	.	.	PUNCT
easat-2347	79	1	they	they	PRON
easat-2347	79	2	considered	consider	VERB
easat-2347	79	3	meteorological	meteorological	ADJ
easat-2347	79	4	variables	variable	NOUN
easat-2347	79	5	such	such	ADJ
easat-2347	79	6	as	as	ADP
easat-2347	79	7	air	air	NOUN
easat-2347	79	8	temperature	temperature	NOUN
easat-2347	79	9	at	at	ADP
easat-2347	79	10	the	the	DET
easat-2347	79	11	surface	surface	NOUN
easat-2347	79	12	and	and	CCONJ
easat-2347	79	13	850	850	NUM
easat-2347	79	14	hpa	hpa	NOUN
easat-2347	79	15	,	,	PUNCT
easat-2347	79	16	surface	surface	NOUN
easat-2347	79	17	pressure	pressure	NOUN
easat-2347	79	18	,	,	PUNCT
easat-2347	79	19	specific	specific	ADJ
easat-2347	79	20	humidity	humidity	NOUN
easat-2347	79	21	at	at	ADP
easat-2347	79	22	850	850	NUM
easat-2347	79	23	hpa	hpa	NOUN
easat-2347	79	24	,	,	PUNCT
easat-2347	79	25	zonal	zonal	ADJ
easat-2347	79	26	wind	wind	NOUN
easat-2347	79	27	component	component	NOUN
easat-2347	79	28	at	at	ADP
easat-2347	79	29	500	500	NUM
easat-2347	79	30	hpa	hpa	NOUN
easat-2347	79	31	and	and	CCONJ
easat-2347	79	32	850	850	NUM
easat-2347	79	33	hpa	hpa	NOUN
easat-2347	79	34	,	,	PUNCT
easat-2347	79	35	meridional	meridional	ADJ
easat-2347	79	36	wind	wind	NOUN
easat-2347	79	37	component	component	NOUN
easat-2347	79	38	at	at	ADP
easat-2347	79	39	850	850	NUM
easat-2347	79	40	hpa	hpa	NOUN
easat-2347	79	41	,	,	PUNCT
easat-2347	79	42	as	as	ADV
easat-2347	79	43	well	well	ADV
easat-2347	79	44	as	as	ADP
easat-2347	79	45	rainfall	rainfall	NOUN
easat-2347	79	46	.	.	PUNCT
easat-2347	80	1	their	their	PRON
easat-2347	80	2	result	result	NOUN
easat-2347	80	3	showed	show	VERB
easat-2347	80	4	excellent	excellent	ADJ
easat-2347	80	5	performance	performance	NOUN
easat-2347	80	6	concerning	concern	VERB
easat-2347	80	7	pattern	pattern	NOUN
easat-2347	80	8	recognition	recognition	NOUN
easat-2347	80	9	for	for	ADP
easat-2347	80	10	precipitation	precipitation	NOUN
easat-2347	80	11	.	.	PUNCT
easat-2347	81	1	they	they	PRON
easat-2347	81	2	also	also	ADV
easat-2347	81	3	showed	show	VERB
easat-2347	81	4	that	that	SCONJ
easat-2347	81	5	xgb	xgb	PROPN
easat-2347	81	6	performed	perform	VERB
easat-2347	81	7	better	well	ADV
easat-2347	81	8	than	than	ADP
easat-2347	81	9	tensorflow	tensorflow	VERB
easat-2347	81	10	deep	deep	ADJ
easat-2347	81	11	neural	neural	ADJ
easat-2347	81	12	network	network	NOUN
easat-2347	81	13	for	for	ADP
easat-2347	81	14	all	all	DET
easat-2347	81	15	seasons	season	NOUN
easat-2347	81	16	except	except	SCONJ
easat-2347	81	17	autumn	autumn	NOUN
easat-2347	81	18	,	,	PUNCT
easat-2347	81	19	while	while	SCONJ
easat-2347	81	20	tensorflow	tensorflow	NOUN
easat-2347	81	21	performed	perform	VERB
easat-2347	81	22	better	well	ADV
easat-2347	81	23	than	than	ADP
easat-2347	81	24	xgb	xgb	NOUN
easat-2347	81	25	only	only	ADV
easat-2347	81	26	in	in	ADP
easat-2347	81	27	autumn	autumn	NOUN
easat-2347	81	28	.	.	PUNCT
easat-2347	82	1	baran	baran	PROPN
easat-2347	82	2	et	et	PROPN
easat-2347	82	3	al	al	PROPN
easat-2347	82	4	.	.	PROPN
easat-2347	82	5	(	(	PUNCT
easat-2347	82	6	2020	2020	NUM
easat-2347	82	7	)	)	PUNCT
easat-2347	82	8	compared	compare	VERB
easat-2347	82	9	machine	machine	NOUN
easat-2347	82	10	learning	learning	NOUN
easat-2347	82	11	models	model	NOUN
easat-2347	82	12	with	with	ADP
easat-2347	82	13	parametric	parametric	ADJ
easat-2347	82	14	classification	classification	NOUN
easat-2347	82	15	techniques	technique	NOUN
easat-2347	82	16	using	use	VERB
easat-2347	82	17	datasets	dataset	NOUN
easat-2347	82	18	from	from	ADP
easat-2347	82	19	2002	2002	NUM
easat-2347	82	20	to	to	ADP
easat-2347	82	21	2014	2014	NUM
easat-2347	82	22	.	.	PUNCT
easat-2347	83	1	their	their	PRON
easat-2347	83	2	result	result	NOUN
easat-2347	83	3	showed	show	VERB
easat-2347	83	4	that	that	SCONJ
easat-2347	83	5	multilayer	multilayer	PROPN
easat-2347	83	6	perceptron	perceptron	PROPN
easat-2347	83	7	performed	perform	VERB
easat-2347	83	8	best	well	ADV
easat-2347	83	9	when	when	SCONJ
easat-2347	83	10	average	average	ADJ
easat-2347	83	11	rainfall	rainfall	NOUN
easat-2347	83	12	was	be	AUX
easat-2347	83	13	used	use	VERB
easat-2347	83	14	as	as	ADP
easat-2347	83	15	an	an	DET
easat-2347	83	16	additional	additional	ADJ
easat-2347	83	17	covariate	covariate	NOUN
easat-2347	83	18	.	.	PUNCT
easat-2347	84	1	they	they	PRON
easat-2347	84	2	also	also	ADV
easat-2347	84	3	used	use	VERB
easat-2347	84	4	these	these	DET
easat-2347	84	5	models	model	NOUN
easat-2347	84	6	to	to	PART
easat-2347	84	7	predict	predict	VERB
easat-2347	84	8	cloud	cloud	PROPN
easat-2347	84	9	clover	clover	NOUN
easat-2347	84	10	.	.	PUNCT
easat-2347	85	1	they	they	PRON
easat-2347	85	2	stated	state	VERB
easat-2347	85	3	systematic	systematic	ADJ
easat-2347	85	4	errors	error	NOUN
easat-2347	85	5	in	in	ADP
easat-2347	85	6	calibration	calibration	NOUN
easat-2347	85	7	when	when	SCONJ
easat-2347	85	8	several	several	ADJ
easat-2347	85	9	probabilistic	probabilistic	ADJ
easat-2347	85	10	classification	classification	NOUN
easat-2347	85	11	methods	method	NOUN
easat-2347	85	12	are	be	AUX
easat-2347	85	13	used	use	VERB
easat-2347	85	14	.	.	PUNCT
easat-2347	86	1	for	for	ADP
easat-2347	86	2	their	their	PRON
easat-2347	86	3	work	work	NOUN
easat-2347	86	4	,	,	PUNCT
easat-2347	86	5	polr	polr	NOUN
easat-2347	86	6	performed	perform	VERB
easat-2347	86	7	best	well	ADV
easat-2347	86	8	for	for	ADP
easat-2347	86	9	two	two	NUM
easat-2347	86	10	days	day	NOUN
easat-2347	86	11	;	;	PUNCT
easat-2347	86	12	however	however	ADV
easat-2347	86	13	,	,	PUNCT
easat-2347	86	14	for	for	ADP
easat-2347	86	15	long	long	ADJ
easat-2347	86	16	-	-	PUNCT
easat-2347	86	17	term	term	NOUN
easat-2347	86	18	forecasts	forecast	NOUN
easat-2347	86	19	,	,	PUNCT
easat-2347	86	20	mlp	mlp	PROPN
easat-2347	86	21	performed	perform	VERB
easat-2347	86	22	best	well	ADV
easat-2347	86	23	.	.	PUNCT
easat-2347	87	1	they	they	PRON
easat-2347	87	2	stated	state	VERB
easat-2347	87	3	that	that	SCONJ
easat-2347	87	4	including	include	VERB
easat-2347	87	5	atmospheric	atmospheric	ADJ
easat-2347	87	6	parameters	parameter	NOUN
easat-2347	87	7	such	such	ADJ
easat-2347	87	8	as	as	ADP
easat-2347	87	9	pressure	pressure	NOUN
easat-2347	87	10	,	,	PUNCT
easat-2347	87	11	humidity	humidity	NOUN
easat-2347	87	12	,	,	PUNCT
easat-2347	87	13	and	and	CCONJ
easat-2347	87	14	temperature	temperature	NOUN
easat-2347	87	15	can	can	AUX
easat-2347	87	16	improve	improve	VERB
easat-2347	87	17	the	the	DET
easat-2347	87	18	predictive	predictive	ADJ
easat-2347	87	19	performance	performance	NOUN
easat-2347	87	20	of	of	ADP
easat-2347	87	21	any	any	DET
easat-2347	87	22	model	model	NOUN
easat-2347	87	23	.	.	PUNCT
easat-2347	88	1	bamisile	bamisile	NOUN
easat-2347	88	2	et	et	PROPN
easat-2347	88	3	al	al	PROPN
easat-2347	88	4	.	.	PROPN
easat-2347	88	5	(	(	PUNCT
easat-2347	88	6	2020	2020	NUM
easat-2347	88	7	)	)	PUNCT
easat-2347	88	8	compared	compare	VERB
easat-2347	88	9	the	the	DET
easat-2347	88	10	results	result	NOUN
easat-2347	88	11	of	of	ADP
easat-2347	88	12	global	global	ADJ
easat-2347	88	13	and	and	CCONJ
easat-2347	88	14	diffuse	diffuse	VERB
easat-2347	88	15	solar	solar	ADJ
easat-2347	88	16	radiation	radiation	NOUN
easat-2347	88	17	using	use	VERB
easat-2347	88	18	machine	machine	NOUN
easat-2347	88	19	and	and	CCONJ
easat-2347	88	20	deep	deep	ADJ
easat-2347	88	21	learning	learning	NOUN
easat-2347	88	22	models	model	NOUN
easat-2347	88	23	.	.	PUNCT
easat-2347	89	1	for	for	ADP
easat-2347	89	2	deep	deep	ADJ
easat-2347	89	3	learning	learning	NOUN
easat-2347	89	4	models	model	NOUN
easat-2347	89	5	,	,	PUNCT
easat-2347	89	6	they	they	PRON
easat-2347	89	7	used	use	VERB
easat-2347	89	8	the	the	DET
easat-2347	89	9	artificial	artificial	ADJ
easat-2347	89	10	neural	neural	ADJ
easat-2347	89	11	network	network	NOUN
easat-2347	89	12	(	(	PUNCT
easat-2347	89	13	ann	ann	PROPN
easat-2347	89	14	)	)	PUNCT
easat-2347	89	15	,	,	PUNCT
easat-2347	89	16	convolutional	convolutional	ADJ
easat-2347	89	17	neural	neural	ADJ
easat-2347	89	18	network	network	NOUN
easat-2347	89	19	(	(	PUNCT
easat-2347	89	20	cnn	cnn	PROPN
easat-2347	89	21	)	)	PUNCT
easat-2347	89	22	,	,	PUNCT
easat-2347	89	23	and	and	CCONJ
easat-2347	89	24	recurrent	recurrent	ADJ
easat-2347	89	25	neural	neural	ADJ
easat-2347	89	26	network	network	NOUN
easat-2347	89	27	(	(	PUNCT
easat-2347	89	28	rnn	rnn	PROPN
easat-2347	89	29	)	)	PUNCT
easat-2347	89	30	.	.	PUNCT
easat-2347	90	1	in	in	ADP
easat-2347	90	2	contrast	contrast	NOUN
easat-2347	90	3	,	,	PUNCT
easat-2347	90	4	they	they	PRON
easat-2347	90	5	selected	select	VERB
easat-2347	90	6	the	the	DET
easat-2347	90	7	svm	svm	ADJ
easat-2347	90	8	,	,	PUNCT
easat-2347	90	9	polynomial	polynomial	ADJ
easat-2347	90	10	regression	regression	NOUN
easat-2347	90	11	(	(	PUNCT
easat-2347	90	12	pr	pr	NOUN
easat-2347	90	13	)	)	PUNCT
easat-2347	90	14	,	,	PUNCT
easat-2347	90	15	and	and	CCONJ
easat-2347	90	16	rf	rf	VERB
easat-2347	90	17	for	for	ADP
easat-2347	90	18	machine	machine	NOUN
easat-2347	90	19	learning	learn	VERB
easat-2347	90	20	algorithms	algorithm	NOUN
easat-2347	90	21	.	.	PUNCT
easat-2347	91	1	these	these	DET
easat-2347	91	2	models	model	NOUN
easat-2347	91	3	were	be	AUX
easat-2347	91	4	applied	apply	VERB
easat-2347	91	5	to	to	ADP
easat-2347	91	6	nigeria	nigeria	PROPN
easat-2347	91	7	's	's	PART
easat-2347	91	8	four	four	NUM
easat-2347	91	9	northern	northern	ADJ
easat-2347	91	10	states	state	NOUN
easat-2347	91	11	(	(	PUNCT
easat-2347	91	12	borno	borno	PROPN
easat-2347	91	13	,	,	PUNCT
easat-2347	91	14	kano	kano	PROPN
easat-2347	91	15	,	,	PUNCT
easat-2347	91	16	yobe	yobe	PROPN
easat-2347	91	17	,	,	PUNCT
easat-2347	91	18	zamfara	zamfara	PROPN
easat-2347	91	19	)	)	PUNCT
easat-2347	91	20	using	use	VERB
easat-2347	91	21	an	an	DET
easat-2347	91	22	hourly	hourly	ADJ
easat-2347	91	23	time	time	NOUN
easat-2347	91	24	step	step	NOUN
easat-2347	91	25	12	12	NUM
easat-2347	91	26	years	year	NOUN
easat-2347	91	27	datasets	dataset	NOUN
easat-2347	91	28	.	.	PUNCT
easat-2347	92	1	they	they	PRON
easat-2347	92	2	stated	state	VERB
easat-2347	92	3	that	that	SCONJ
easat-2347	92	4	the	the	DET
easat-2347	92	5	time	time	NOUN
easat-2347	92	6	spent	spend	VERB
easat-2347	92	7	training	train	VERB
easat-2347	92	8	the	the	DET
easat-2347	92	9	machine	machine	NOUN
easat-2347	92	10	learning	learning	NOUN
easat-2347	92	11	models	model	NOUN
easat-2347	92	12	was	be	AUX
easat-2347	92	13	reduced	reduce	VERB
easat-2347	92	14	compared	compare	VERB
easat-2347	92	15	to	to	ADP
easat-2347	92	16	the	the	DET
easat-2347	92	17	time	time	NOUN
easat-2347	92	18	spent	spend	VERB
easat-2347	92	19	training	train	VERB
easat-2347	92	20	deep	deep	ADJ
easat-2347	92	21	learning	learning	NOUN
easat-2347	92	22	models	model	NOUN
easat-2347	92	23	;	;	PUNCT
easat-2347	92	24	however	however	ADV
easat-2347	92	25	,	,	PUNCT
easat-2347	92	26	from	from	ADP
easat-2347	92	27	their	their	PRON
easat-2347	92	28	results	result	NOUN
easat-2347	92	29	,	,	PUNCT
easat-2347	92	30	the	the	DET
easat-2347	92	31	deep	deep	ADJ
easat-2347	92	32	learning	learning	NOUN
easat-2347	92	33	models	model	NOUN
easat-2347	92	34	performed	perform	VERB
easat-2347	92	35	better	well	ADV
easat-2347	92	36	.	.	PUNCT
easat-2347	93	1	appiah	appiah	PROPN
easat-2347	93	2	-	-	PUNCT
easat-2347	93	3	badu	badu	PROPN
easat-2347	93	4	et	et	PROPN
easat-2347	93	5	al	al	PROPN
easat-2347	93	6	.	.	PROPN
easat-2347	94	1	(	(	PUNCT
easat-2347	94	2	2021	2021	NUM
easat-2347	94	3	)	)	PUNCT
easat-2347	94	4	predicted	predict	VERB
easat-2347	94	5	precipitation	precipitation	NOUN
easat-2347	94	6	using	use	VERB
easat-2347	94	7	five	five	NUM
easat-2347	94	8	ml	ml	NOUN
easat-2347	94	9	models	model	NOUN
easat-2347	94	10	(	(	PUNCT
easat-2347	94	11	decision	decision	NOUN
easat-2347	94	12	tree	tree	NOUN
easat-2347	94	13	,	,	PUNCT
easat-2347	94	14	k	k	NOUN
easat-2347	94	15	-	-	PUNCT
easat-2347	94	16	nearest	near	ADJ
easat-2347	94	17	neighbour	neighbour	NOUN
easat-2347	94	18	,	,	PUNCT
easat-2347	94	19	multilayer	multilayer	PROPN
easat-2347	94	20	perceptron	perceptron	PROPN
easat-2347	94	21	,	,	PUNCT
easat-2347	94	22	extreme	extreme	ADJ
easat-2347	94	23	gradient	gradient	NOUN
easat-2347	94	24	boosting	boosting	NOUN
easat-2347	94	25	,	,	PUNCT
easat-2347	94	26	and	and	CCONJ
easat-2347	94	27	random	random	ADJ
easat-2347	94	28	forest	forest	NOUN
easat-2347	94	29	)	)	PUNCT
easat-2347	94	30	in	in	ADP
easat-2347	94	31	ghana	ghana	PROPN
easat-2347	94	32	using	use	VERB
easat-2347	94	33	41	41	NUM
easat-2347	94	34	-	-	PUNCT
easat-2347	94	35	year	year	NOUN
easat-2347	94	36	climatic	climatic	ADJ
easat-2347	94	37	datasets	dataset	NOUN
easat-2347	94	38	from	from	ADP
easat-2347	94	39	2018	2018	NUM
easat-2347	94	40	.	.	PUNCT
easat-2347	95	1	they	they	PRON
easat-2347	95	2	divided	divide	VERB
easat-2347	95	3	the	the	DET
easat-2347	95	4	datasets	dataset	NOUN
easat-2347	95	5	into	into	ADP
easat-2347	95	6	training	training	NOUN
easat-2347	95	7	and	and	CCONJ
easat-2347	95	8	test	test	NOUN
easat-2347	95	9	sets	set	NOUN
easat-2347	95	10	using	use	VERB
easat-2347	95	11	three	three	NUM
easat-2347	95	12	different	different	ADJ
easat-2347	95	13	ratios	ratio	NOUN
easat-2347	95	14	(	(	PUNCT
easat-2347	95	15	70:30	70:30	NUM
easat-2347	95	16	,	,	PUNCT
easat-2347	95	17	80:20	80:20	NUM
easat-2347	95	18	,	,	PUNCT
easat-2347	95	19	90:10	90:10	NUM
easat-2347	95	20	)	)	PUNCT
easat-2347	95	21	to	to	PART
easat-2347	95	22	assess	assess	VERB
easat-2347	95	23	the	the	DET
easat-2347	95	24	performance	performance	NOUN
easat-2347	95	25	of	of	ADP
easat-2347	95	26	the	the	DET
easat-2347	95	27	models	model	NOUN
easat-2347	95	28	.	.	PUNCT
easat-2347	96	1	they	they	PRON
easat-2347	96	2	analysed	analyse	VERB
easat-2347	96	3	four	four	NUM
easat-2347	96	4	climatic	climatic	ADJ
easat-2347	96	5	zones	zone	NOUN
easat-2347	96	6	in	in	ADP
easat-2347	96	7	ghana	ghana	PROPN
easat-2347	96	8	:	:	PUNCT
easat-2347	96	9	coastal	coastal	ADJ
easat-2347	96	10	zone	zone	NOUN
easat-2347	96	11	,	,	PUNCT
easat-2347	96	12	forest	forest	NOUN
easat-2347	96	13	zone	zone	NOUN
easat-2347	96	14	,	,	PUNCT
easat-2347	96	15	transitional	transitional	ADJ
easat-2347	96	16	zone	zone	NOUN
easat-2347	96	17	,	,	PUNCT
easat-2347	96	18	and	and	CCONJ
easat-2347	96	19	savanah	savanah	PROPN
easat-2347	96	20	zone	zone	NOUN
easat-2347	96	21	.	.	PUNCT
easat-2347	97	1	their	their	PRON
easat-2347	97	2	result	result	NOUN
easat-2347	97	3	showed	show	VERB
easat-2347	97	4	that	that	SCONJ
easat-2347	97	5	over	over	ADP
easat-2347	97	6	the	the	DET
easat-2347	97	7	coastal	coastal	ADJ
easat-2347	97	8	zone	zone	NOUN
easat-2347	97	9	of	of	ADP
easat-2347	97	10	ghana	ghana	PROPN
easat-2347	97	11	,	,	PUNCT
easat-2347	97	12	mlp	mlp	PROPN
easat-2347	97	13	performed	perform	VERB
easat-2347	97	14	best	well	ADV
easat-2347	97	15	using	use	VERB
easat-2347	97	16	the	the	DET
easat-2347	97	17	90:10	90:10	NUM
easat-2347	97	18	principle	principle	NOUN
easat-2347	97	19	,	,	PUNCT
easat-2347	97	20	while	while	SCONJ
easat-2347	97	21	xgb	xgb	PROPN
easat-2347	97	22	performed	perform	VERB
easat-2347	97	23	best	well	ADV
easat-2347	97	24	using	use	VERB
easat-2347	97	25	80:20	80:20	NUM
easat-2347	97	26	.	.	PUNCT
easat-2347	98	1	for	for	ADP
easat-2347	98	2	the	the	DET
easat-2347	98	3	three	three	NUM
easat-2347	98	4	different	different	ADJ
easat-2347	98	5	ratios	ratio	NOUN
easat-2347	98	6	in	in	ADP
easat-2347	98	7	the	the	DET
easat-2347	98	8	coastal	coastal	ADJ
easat-2347	98	9	zone	zone	NOUN
easat-2347	98	10	of	of	ADP
easat-2347	98	11	ghana	ghana	PROPN
easat-2347	98	12	,	,	PUNCT
easat-2347	98	13	knn	knn	PROPN
easat-2347	98	14	performed	perform	VERB
easat-2347	98	15	worst	worst	ADV
easat-2347	98	16	.	.	PUNCT
easat-2347	99	1	similarly	similarly	ADV
easat-2347	99	2	,	,	PUNCT
easat-2347	99	3	for	for	ADP
easat-2347	99	4	the	the	DET
easat-2347	99	5	forest	forest	NOUN
easat-2347	99	6	zone	zone	NOUN
easat-2347	99	7	,	,	PUNCT
easat-2347	99	8	at	at	ADP
easat-2347	99	9	90:10	90:10	NUM
easat-2347	99	10	,	,	PUNCT
easat-2347	99	11	mlp	mlp	PROPN
easat-2347	99	12	performed	perform	VERB
easat-2347	99	13	better	well	ADV
easat-2347	99	14	than	than	ADP
easat-2347	99	15	other	other	ADJ
easat-2347	99	16	models	model	NOUN
easat-2347	99	17	,	,	PUNCT
easat-2347	99	18	with	with	ADP
easat-2347	99	19	knn	knn	NOUN
easat-2347	99	20	performing	perform	VERB
easat-2347	99	21	worse	bad	ADJ
easat-2347	99	22	.	.	PUNCT
easat-2347	100	1	using	use	VERB
easat-2347	100	2	70:30	70:30	NUM
easat-2347	100	3	,	,	PUNCT
easat-2347	100	4	dt	dt	X
easat-2347	100	5	,	,	PUNCT
easat-2347	100	6	rf	rf	NOUN
easat-2347	100	7	,	,	PUNCT
easat-2347	100	8	and	and	CCONJ
easat-2347	100	9	xgb	xgb	NUM
easat-2347	100	10	,	,	PUNCT
easat-2347	100	11	all	all	PRON
easat-2347	100	12	had	have	VERB
easat-2347	100	13	a	a	DET
easat-2347	100	14	better	well	ADJ
easat-2347	100	15	precision	precision	NOUN
easat-2347	100	16	,	,	PUNCT
easat-2347	100	17	recall	recall	NOUN
easat-2347	100	18	,	,	PUNCT
easat-2347	100	19	and	and	CCONJ
easat-2347	100	20	f1	f1	PROPN
easat-2347	100	21	score	score	NOUN
easat-2347	100	22	.	.	PUNCT
easat-2347	101	1	over	over	ADP
easat-2347	101	2	the	the	DET
easat-2347	101	3	transitional	transitional	ADJ
easat-2347	101	4	zones	zone	NOUN
easat-2347	101	5	,	,	PUNCT
easat-2347	101	6	all	all	DET
easat-2347	101	7	three	three	NUM
easat-2347	101	8	ratios	ratio	NOUN
easat-2347	101	9	of	of	ADP
easat-2347	101	10	rf	rf	NOUN
easat-2347	101	11	and	and	CCONJ
easat-2347	101	12	xgb	xgb	NUM
easat-2347	101	13	performed	perform	VERB
easat-2347	101	14	best	well	ADV
easat-2347	101	15	in	in	ADP
easat-2347	101	16	the	the	DET
easat-2347	101	17	metrics	metric	NOUN
easat-2347	101	18	used	use	VERB
easat-2347	101	19	.	.	PUNCT
easat-2347	102	1	the	the	DET
easat-2347	102	2	result	result	NOUN
easat-2347	102	3	also	also	ADV
easat-2347	102	4	showed	show	VERB
easat-2347	102	5	that	that	SCONJ
easat-2347	102	6	mlp	mlp	NOUN
easat-2347	102	7	performed	perform	VERB
easat-2347	102	8	best	well	ADV
easat-2347	102	9	using	use	VERB
easat-2347	102	10	the	the	DET
easat-2347	102	11	90:10	90:10	NUM
easat-2347	102	12	ratio	ratio	NOUN
easat-2347	102	13	,	,	PUNCT
easat-2347	102	14	perhaps	perhaps	ADV
easat-2347	102	15	the	the	DET
easat-2347	102	16	best	good	ADJ
easat-2347	102	17	ratio	ratio	NOUN
easat-2347	102	18	when	when	SCONJ
easat-2347	102	19	considering	consider	VERB
easat-2347	102	20	multilayer	multilayer	ADJ
easat-2347	102	21	perceptron	perceptron	PROPN
easat-2347	102	22	.	.	PUNCT
easat-2347	103	1	finally	finally	ADV
easat-2347	103	2	,	,	PUNCT
easat-2347	103	3	over	over	ADP
easat-2347	103	4	the	the	DET
easat-2347	103	5	savannah	savannah	PROPN
easat-2347	103	6	zone	zone	NOUN
easat-2347	103	7	,	,	PUNCT
easat-2347	103	8	rf	rf	PRON
easat-2347	103	9	and	and	CCONJ
easat-2347	103	10	xgb	xgb	NUM
easat-2347	103	11	performed	perform	VERB
easat-2347	103	12	best	well	ADV
easat-2347	103	13	in	in	ADP
easat-2347	103	14	90:10	90:10	NUM
easat-2347	103	15	,	,	PUNCT
easat-2347	103	16	80:20	80:20	NUM
easat-2347	103	17	,	,	PUNCT
easat-2347	103	18	and	and	CCONJ
easat-2347	103	19	70:30	70:30	NUM
easat-2347	103	20	,	,	PUNCT
easat-2347	103	21	both	both	CCONJ
easat-2347	103	22	with	with	ADP
easat-2347	103	23	and	and	CCONJ
easat-2347	103	24	without	without	ADP
easat-2347	103	25	rain	rain	NOUN
easat-2347	103	26	.	.	PUNCT
easat-2347	104	1	the	the	DET
easat-2347	104	2	study	study	NOUN
easat-2347	104	3	did	do	AUX
easat-2347	104	4	not	not	PART
easat-2347	104	5	investigate	investigate	VERB
easat-2347	104	6	why	why	SCONJ
easat-2347	104	7	knn	knn	PROPN
easat-2347	104	8	performed	perform	VERB
easat-2347	104	9	worst	worst	ADV
easat-2347	104	10	in	in	ADP
easat-2347	104	11	all	all	DET
easat-2347	104	12	zones	zone	NOUN
easat-2347	104	13	.	.	PUNCT
easat-2347	105	1	however	however	ADV
easat-2347	105	2	,	,	PUNCT
easat-2347	105	3	their	their	PRON
easat-2347	105	4	study	study	NOUN
easat-2347	105	5	showed	show	VERB
easat-2347	105	6	that	that	SCONJ
easat-2347	105	7	machine	machine	NOUN
easat-2347	105	8	learning	learning	NOUN
easat-2347	105	9	models	model	NOUN
easat-2347	105	10	are	be	AUX
easat-2347	105	11	suitable	suitable	ADJ
easat-2347	105	12	for	for	ADP
easat-2347	105	13	rainfall	rainfall	NOUN
easat-2347	105	14	prediction	prediction	NOUN
easat-2347	105	15	,	,	PUNCT
easat-2347	105	16	especially	especially	ADV
easat-2347	105	17	rf	rf	ADJ
easat-2347	105	18	,	,	PUNCT
easat-2347	105	19	xgb	xgb	PROPN
easat-2347	105	20	,	,	PUNCT
easat-2347	105	21	and	and	CCONJ
easat-2347	105	22	mlp	mlp	PROPN
easat-2347	105	23	.	.	PROPN
easat-2347	105	24	machine	machine	NOUN
easat-2347	105	25	learning	learn	VERB
easat-2347	105	26	algorithms	algorithm	NOUN
easat-2347	105	27	have	have	AUX
easat-2347	105	28	been	be	AUX
easat-2347	105	29	applied	apply	VERB
easat-2347	105	30	to	to	PART
easat-2347	105	31	predict	predict	VERB
easat-2347	105	32	rainfall	rainfall	NOUN
easat-2347	105	33	in	in	ADP
easat-2347	105	34	various	various	ADJ
easat-2347	105	35	parts	part	NOUN
easat-2347	105	36	of	of	ADP
easat-2347	105	37	the	the	DET
easat-2347	105	38	world	world	NOUN
easat-2347	105	39	.	.	PUNCT
easat-2347	106	1	jose	jose	PROPN
easat-2347	106	2	et	et	PROPN
easat-2347	106	3	al	al	PROPN
easat-2347	106	4	.	.	PROPN
easat-2347	107	1	(	(	PUNCT
easat-2347	107	2	2022	2022	NUM
easat-2347	107	3	)	)	PUNCT
easat-2347	107	4	used	use	VERB
easat-2347	107	5	different	different	ADJ
easat-2347	107	6	machine	machine	NOUN
easat-2347	107	7	learning	learning	NOUN
easat-2347	107	8	models	model	NOUN
easat-2347	107	9	to	to	PART
easat-2347	107	10	predict	predict	VERB
easat-2347	107	11	daily	daily	ADJ
easat-2347	107	12	rain	rain	NOUN
easat-2347	107	13	in	in	ADP
easat-2347	107	14	india	india	PROPN
easat-2347	107	15	.	.	PUNCT
easat-2347	108	1	their	their	PRON
easat-2347	108	2	result	result	NOUN
easat-2347	108	3	showed	show	VERB
easat-2347	108	4	that	that	SCONJ
easat-2347	108	5	long	long	ADJ
easat-2347	108	6	short	short	ADJ
easat-2347	108	7	-	-	PUNCT
easat-2347	108	8	term	term	NOUN
easat-2347	108	9	memory	memory	NOUN
easat-2347	108	10	performed	perform	VERB
easat-2347	108	11	best	well	ADV
easat-2347	108	12	with	with	ADP
easat-2347	108	13	a	a	DET
easat-2347	108	14	coefficient	coefficient	NOUN
easat-2347	108	15	of	of	ADP
easat-2347	108	16	determination	determination	NOUN
easat-2347	108	17	of	of	ADP
easat-2347	108	18	0.9	0.9	NUM
easat-2347	108	19	.	.	PUNCT
easat-2347	109	1	in	in	ADP
easat-2347	109	2	australia	australia	PROPN
easat-2347	109	3	,	,	PUNCT
easat-2347	109	4	noted	note	VERB
easat-2347	109	5	for	for	ADP
easat-2347	109	6	the	the	DET
easat-2347	109	7	highest	high	ADJ
easat-2347	109	8	extreme	extreme	ADJ
easat-2347	109	9	temperature	temperature	NOUN
easat-2347	109	10	in	in	ADP
easat-2347	109	11	the	the	DET
easat-2347	109	12	world	world	NOUN
easat-2347	109	13	,	,	PUNCT
easat-2347	109	14	polishchuk	polishchuk	VERB
easat-2347	109	15	et	et	PROPN
easat-2347	109	16	al	al	PROPN
easat-2347	109	17	.	.	PROPN
easat-2347	110	1	(	(	PUNCT
easat-2347	110	2	2021	2021	NUM
easat-2347	110	3	)	)	PUNCT
easat-2347	110	4	used	use	VERB
easat-2347	110	5	a	a	DET
easat-2347	110	6	random	random	ADJ
easat-2347	110	7	forest	forest	NOUN
easat-2347	110	8	1808	1808	NUM
easat-2347	110	9	edelweiss	edelweiss	PROPN
easat-2347	110	10	applied	apply	VERB
easat-2347	110	11	science	science	NOUN
easat-2347	110	12	and	and	CCONJ
easat-2347	110	13	technology	technology	NOUN
easat-2347	110	14	issn	issn	PROPN
easat-2347	110	15	:	:	PUNCT
easat-2347	110	16	2576	2576	NUM
easat-2347	110	17	-	-	SYM
easat-2347	110	18	8484	8484	NUM
easat-2347	110	19	vol	vol	NOUN
easat-2347	110	20	.	.	PROPN
easat-2347	110	21	8	8	NUM
easat-2347	110	22	,	,	PUNCT
easat-2347	110	23	no	no	INTJ
easat-2347	110	24	.	.	NOUN
easat-2347	111	1	6	6	NUM
easat-2347	111	2	:	:	SYM
easat-2347	111	3	1805	1805	NUM
easat-2347	111	4	-	-	SYM
easat-2347	111	5	1827	1827	NUM
easat-2347	111	6	,	,	PUNCT
easat-2347	111	7	2024	2024	NUM
easat-2347	111	8	doi	doi	NOUN
easat-2347	111	9	:	:	PUNCT
easat-2347	111	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	111	11	©	©	PROPN
easat-2347	111	12	2024	2024	NUM
easat-2347	111	13	by	by	ADP
easat-2347	111	14	the	the	DET
easat-2347	111	15	authors	author	NOUN
easat-2347	111	16	;	;	PUNCT
easat-2347	111	17	licensee	licensee	PROPN
easat-2347	111	18	learning	learning	PROPN
easat-2347	111	19	gate	gate	PROPN
easat-2347	111	20	model	model	NOUN
easat-2347	111	21	to	to	PART
easat-2347	111	22	predict	predict	VERB
easat-2347	111	23	rainfall	rainfall	NOUN
easat-2347	111	24	to	to	PART
easat-2347	111	25	know	know	VERB
easat-2347	111	26	when	when	SCONJ
easat-2347	111	27	there	there	PRON
easat-2347	111	28	will	will	AUX
easat-2347	111	29	be	be	AUX
easat-2347	111	30	wildfire	wildfire	NOUN
easat-2347	111	31	.	.	PUNCT
easat-2347	112	1	their	their	PRON
easat-2347	112	2	results	result	NOUN
easat-2347	112	3	revealed	reveal	VERB
easat-2347	112	4	an	an	DET
easat-2347	112	5	accuracy	accuracy	NOUN
easat-2347	112	6	of	of	ADP
easat-2347	112	7	85.9	85.9	NUM
easat-2347	112	8	%	%	NOUN
easat-2347	112	9	in	in	ADP
easat-2347	112	10	their	their	PRON
easat-2347	112	11	training	training	NOUN
easat-2347	112	12	model	model	NOUN
easat-2347	112	13	and	and	CCONJ
easat-2347	112	14	84.7	84.7	NUM
easat-2347	112	15	%	%	NOUN
easat-2347	112	16	accuracy	accuracy	NOUN
easat-2347	112	17	in	in	ADP
easat-2347	112	18	the	the	DET
easat-2347	112	19	rainfall	rainfall	NOUN
easat-2347	112	20	prediction	prediction	NOUN
easat-2347	112	21	.	.	PUNCT
easat-2347	113	1	similarly	similarly	ADV
easat-2347	113	2	,	,	PUNCT
easat-2347	113	3	raval	raval	NOUN
easat-2347	113	4	et	et	PROPN
easat-2347	113	5	al	al	PROPN
easat-2347	113	6	.	.	PROPN
easat-2347	114	1	(	(	PUNCT
easat-2347	114	2	2021	2021	NUM
easat-2347	114	3	)	)	PUNCT
easat-2347	114	4	used	use	VERB
easat-2347	114	5	different	different	ADJ
easat-2347	114	6	machine	machine	NOUN
easat-2347	114	7	learning	learning	NOUN
easat-2347	114	8	models	model	NOUN
easat-2347	114	9	to	to	PART
easat-2347	114	10	predict	predict	VERB
easat-2347	114	11	rainfall	rainfall	NOUN
easat-2347	114	12	using	use	VERB
easat-2347	114	13	10year	10year	NUM
easat-2347	114	14	datasets	dataset	NOUN
easat-2347	114	15	.	.	PUNCT
easat-2347	115	1	their	their	PRON
easat-2347	115	2	result	result	NOUN
easat-2347	115	3	revealed	reveal	VERB
easat-2347	115	4	that	that	SCONJ
easat-2347	115	5	the	the	DET
easat-2347	115	6	logistic	logistic	ADJ
easat-2347	115	7	regression	regression	NOUN
easat-2347	115	8	model	model	NOUN
easat-2347	115	9	had	have	VERB
easat-2347	115	10	the	the	DET
easat-2347	115	11	highest	high	ADJ
easat-2347	115	12	classification	classification	NOUN
easat-2347	115	13	with	with	ADP
easat-2347	115	14	an	an	DET
easat-2347	115	15	f1	f1	NOUN
easat-2347	115	16	and	and	CCONJ
easat-2347	115	17	precision	precision	NOUN
easat-2347	115	18	of	of	ADP
easat-2347	115	19	86.9	86.9	NUM
easat-2347	115	20	%	%	NOUN
easat-2347	115	21	and	and	CCONJ
easat-2347	115	22	97.1	97.1	NUM
easat-2347	115	23	%	%	NOUN
easat-2347	115	24	,	,	PUNCT
easat-2347	115	25	respectively	respectively	ADV
easat-2347	115	26	.	.	PUNCT
easat-2347	116	1	other	other	ADJ
easat-2347	116	2	researchers	researcher	NOUN
easat-2347	116	3	,	,	PUNCT
easat-2347	116	4	such	such	ADJ
easat-2347	116	5	as	as	ADP
easat-2347	116	6	he	he	PRON
easat-2347	116	7	et	et	PROPN
easat-2347	116	8	al	al	PROPN
easat-2347	116	9	.	.	PROPN
easat-2347	116	10	(	(	PUNCT
easat-2347	116	11	2022	2022	NUM
easat-2347	116	12	)	)	PUNCT
easat-2347	116	13	,	,	PUNCT
easat-2347	116	14	islam	islam	PROPN
easat-2347	116	15	et	et	PROPN
easat-2347	116	16	al	al	PROPN
easat-2347	116	17	.	.	PROPN
easat-2347	116	18	(	(	PUNCT
easat-2347	116	19	2023	2023	NUM
easat-2347	116	20	)	)	PUNCT
easat-2347	116	21	,	,	PUNCT
easat-2347	116	22	and	and	CCONJ
easat-2347	116	23	sachindra	sachindra	NOUN
easat-2347	116	24	et	et	PROPN
easat-2347	116	25	al	al	PROPN
easat-2347	116	26	.	.	PROPN
easat-2347	116	27	(	(	PUNCT
easat-2347	116	28	2018	2018	NUM
easat-2347	116	29	)	)	PUNCT
easat-2347	116	30	,	,	PUNCT
easat-2347	116	31	among	among	ADP
easat-2347	116	32	others	other	NOUN
easat-2347	116	33	,	,	PUNCT
easat-2347	116	34	have	have	AUX
easat-2347	116	35	all	all	PRON
easat-2347	116	36	used	use	VERB
easat-2347	116	37	machine	machine	NOUN
easat-2347	116	38	learning	learning	NOUN
easat-2347	116	39	models	model	NOUN
easat-2347	116	40	to	to	PART
easat-2347	116	41	predict	predict	VERB
easat-2347	116	42	rainfall	rainfall	NOUN
easat-2347	116	43	in	in	ADP
easat-2347	116	44	australia	australia	PROPN
easat-2347	116	45	with	with	ADP
easat-2347	116	46	an	an	DET
easat-2347	116	47	accuracy	accuracy	NOUN
easat-2347	116	48	above	above	ADP
easat-2347	116	49	80	80	NUM
easat-2347	116	50	%	%	NOUN
easat-2347	116	51	.	.	PUNCT
easat-2347	117	1	in	in	ADP
easat-2347	117	2	south	south	PROPN
easat-2347	117	3	america	america	PROPN
easat-2347	117	4	,	,	PUNCT
easat-2347	117	5	ferreira	ferreira	PROPN
easat-2347	117	6	and	and	CCONJ
easat-2347	117	7	reboita	reboita	PROPN
easat-2347	117	8	(	(	PUNCT
easat-2347	117	9	2022	2022	NUM
easat-2347	117	10	)	)	PUNCT
easat-2347	117	11	showed	show	VERB
easat-2347	117	12	that	that	SCONJ
easat-2347	117	13	applying	apply	VERB
easat-2347	117	14	machine	machine	NOUN
easat-2347	117	15	learning	learning	NOUN
easat-2347	117	16	models	model	NOUN
easat-2347	117	17	in	in	ADP
easat-2347	117	18	rainfall	rainfall	NOUN
easat-2347	117	19	prediction	prediction	NOUN
easat-2347	117	20	has	have	AUX
easat-2347	117	21	led	lead	VERB
easat-2347	117	22	to	to	ADP
easat-2347	117	23	a	a	DET
easat-2347	117	24	75	75	NUM
easat-2347	117	25	%	%	NOUN
easat-2347	117	26	error	error	NOUN
easat-2347	117	27	reduction	reduction	NOUN
easat-2347	117	28	in	in	ADP
easat-2347	117	29	rainfall	rainfall	NOUN
easat-2347	117	30	estimates	estimate	NOUN
easat-2347	117	31	.	.	PUNCT
easat-2347	118	1	their	their	PRON
easat-2347	118	2	result	result	NOUN
easat-2347	118	3	also	also	ADV
easat-2347	118	4	indicated	indicate	VERB
easat-2347	118	5	the	the	DET
easat-2347	118	6	ability	ability	NOUN
easat-2347	118	7	of	of	ADP
easat-2347	118	8	their	their	PRON
easat-2347	118	9	models	model	NOUN
easat-2347	118	10	to	to	PART
easat-2347	118	11	reproduce	reproduce	VERB
easat-2347	118	12	both	both	CCONJ
easat-2347	118	13	the	the	DET
easat-2347	118	14	spatial	spatial	ADJ
easat-2347	118	15	and	and	CCONJ
easat-2347	118	16	temporal	temporal	ADJ
easat-2347	118	17	variation	variation	NOUN
easat-2347	118	18	for	for	ADP
easat-2347	118	19	dry	dry	ADJ
easat-2347	118	20	and	and	CCONJ
easat-2347	118	21	wet	wet	ADJ
easat-2347	118	22	seasons	season	NOUN
easat-2347	118	23	across	across	ADP
easat-2347	118	24	south	south	PROPN
easat-2347	118	25	america	america	PROPN
easat-2347	118	26	.	.	PUNCT
easat-2347	119	1	despite	despite	SCONJ
easat-2347	119	2	high	high	ADJ
easat-2347	119	3	topographic	topographic	ADJ
easat-2347	119	4	gradients	gradient	NOUN
easat-2347	119	5	and	and	CCONJ
easat-2347	119	6	unstable	unstable	ADJ
easat-2347	119	7	climatic	climatic	ADJ
easat-2347	119	8	conditions	condition	NOUN
easat-2347	119	9	in	in	ADP
easat-2347	119	10	south	south	PROPN
easat-2347	119	11	america	america	PROPN
easat-2347	119	12	,	,	PUNCT
easat-2347	119	13	researchers	researcher	NOUN
easat-2347	119	14	have	have	AUX
easat-2347	119	15	shown	show	VERB
easat-2347	119	16	the	the	DET
easat-2347	119	17	possibility	possibility	NOUN
easat-2347	119	18	of	of	ADP
easat-2347	119	19	deploying	deploy	VERB
easat-2347	119	20	machine	machine	NOUN
easat-2347	119	21	learning	learning	NOUN
easat-2347	119	22	models	model	NOUN
easat-2347	119	23	for	for	ADP
easat-2347	119	24	rainfall	rainfall	NOUN
easat-2347	119	25	prediction	prediction	NOUN
easat-2347	119	26	with	with	ADP
easat-2347	119	27	high	high	ADJ
easat-2347	119	28	accuracy	accuracy	NOUN
easat-2347	119	29	(	(	PUNCT
easat-2347	119	30	anochi	anochi	PROPN
easat-2347	119	31	et	et	PROPN
easat-2347	119	32	al	al	PROPN
easat-2347	119	33	.	.	PROPN
easat-2347	119	34	,	,	PUNCT
easat-2347	119	35	2021	2021	NUM
easat-2347	119	36	;	;	PUNCT
easat-2347	119	37	gómez	gómez	NOUN
easat-2347	119	38	et	et	PROPN
easat-2347	119	39	al	al	PROPN
easat-2347	119	40	.	.	PROPN
easat-2347	119	41	,	,	PUNCT
easat-2347	119	42	2023	2023	NUM
easat-2347	119	43	)	)	PUNCT
easat-2347	119	44	.	.	PUNCT
easat-2347	120	1	yu	yu	PROPN
easat-2347	120	2	et	et	PROPN
easat-2347	120	3	al	al	PROPN
easat-2347	120	4	.	.	PROPN
easat-2347	120	5	(	(	PUNCT
easat-2347	120	6	2017	2017	NUM
easat-2347	120	7	)	)	PUNCT
easat-2347	120	8	compared	compare	VERB
easat-2347	120	9	random	random	ADJ
easat-2347	120	10	forests	forest	NOUN
easat-2347	120	11	and	and	CCONJ
easat-2347	120	12	support	support	VERB
easat-2347	120	13	vector	vector	NOUN
easat-2347	120	14	machine	machine	NOUN
easat-2347	120	15	models	model	NOUN
easat-2347	120	16	for	for	ADP
easat-2347	120	17	real	real	ADJ
easat-2347	120	18	-	-	PUNCT
easat-2347	120	19	time	time	NOUN
easat-2347	120	20	radarderived	radarderive	VERB
easat-2347	120	21	rainfall	rainfall	NOUN
easat-2347	120	22	forecasting	forecasting	NOUN
easat-2347	120	23	and	and	CCONJ
easat-2347	120	24	observed	observe	VERB
easat-2347	120	25	that	that	SCONJ
easat-2347	120	26	random	random	ADJ
easat-2347	120	27	forests	forest	NOUN
easat-2347	120	28	performed	perform	VERB
easat-2347	120	29	better	well	ADV
easat-2347	120	30	in	in	ADP
easat-2347	120	31	one	one	NUM
easat-2347	120	32	-	-	PUNCT
easat-2347	120	33	hour	hour	NOUN
easat-2347	120	34	-	-	PUNCT
easat-2347	120	35	ahead	ahead	NOUN
easat-2347	120	36	forecasting	forecasting	NOUN
easat-2347	120	37	.	.	PUNCT
easat-2347	121	1	similarly	similarly	ADV
easat-2347	121	2	,	,	PUNCT
easat-2347	121	3	zainudin	zainudin	VERB
easat-2347	121	4	et	et	PROPN
easat-2347	121	5	al	al	PROPN
easat-2347	121	6	.	.	PUNCT
easat-2347	122	1	(	(	PUNCT
easat-2347	122	2	2016	2016	NUM
easat-2347	122	3	)	)	PUNCT
easat-2347	122	4	conducted	conduct	VERB
easat-2347	122	5	a	a	DET
easat-2347	122	6	comparative	comparative	ADJ
easat-2347	122	7	analysis	analysis	NOUN
easat-2347	122	8	of	of	ADP
easat-2347	122	9	data	datum	NOUN
easat-2347	122	10	mining	mining	NOUN
easat-2347	122	11	techniques	technique	NOUN
easat-2347	122	12	for	for	ADP
easat-2347	122	13	malaysia	malaysia	PROPN
easat-2347	122	14	rainfall	rainfall	NOUN
easat-2347	122	15	prediction	prediction	NOUN
easat-2347	122	16	,	,	PUNCT
easat-2347	122	17	and	and	CCONJ
easat-2347	122	18	their	their	PRON
easat-2347	122	19	results	result	NOUN
easat-2347	122	20	showed	show	VERB
easat-2347	122	21	that	that	SCONJ
easat-2347	122	22	random	random	ADJ
easat-2347	122	23	forest	forest	NOUN
easat-2347	122	24	performed	perform	VERB
easat-2347	122	25	much	much	ADV
easat-2347	122	26	better	well	ADJ
easat-2347	122	27	than	than	ADP
easat-2347	122	28	other	other	ADJ
easat-2347	122	29	models	model	NOUN
easat-2347	122	30	used	use	VERB
easat-2347	122	31	for	for	ADP
easat-2347	122	32	their	their	PRON
easat-2347	122	33	study	study	NOUN
easat-2347	122	34	.	.	PUNCT
easat-2347	123	1	for	for	ADP
easat-2347	123	2	rainfall	rainfall	NOUN
easat-2347	123	3	prediction	prediction	NOUN
easat-2347	123	4	across	across	ADP
easat-2347	123	5	various	various	ADJ
easat-2347	123	6	ecological	ecological	ADJ
easat-2347	123	7	zones	zone	NOUN
easat-2347	123	8	of	of	ADP
easat-2347	123	9	ghana	ghana	PROPN
easat-2347	123	10	,	,	PUNCT
easat-2347	123	11	random	random	ADJ
easat-2347	123	12	forest	forest	NOUN
easat-2347	123	13	,	,	PUNCT
easat-2347	123	14	extreme	extreme	ADJ
easat-2347	123	15	gradient	gradient	NOUN
easat-2347	123	16	boosting	boosting	NOUN
easat-2347	123	17	,	,	PUNCT
easat-2347	123	18	and	and	CCONJ
easat-2347	123	19	multilayer	multilayer	PROPN
easat-2347	123	20	perceptron	perceptron	PROPN
easat-2347	123	21	performed	perform	VERB
easat-2347	123	22	well	well	ADV
easat-2347	123	23	(	(	PUNCT
easat-2347	123	24	appiah	appiah	PROPN
easat-2347	123	25	-	-	PUNCT
easat-2347	123	26	badu	badu	NOUN
easat-2347	123	27	et	et	PROPN
easat-2347	123	28	al	al	PROPN
easat-2347	123	29	.	.	PROPN
easat-2347	123	30	,	,	PUNCT
easat-2347	123	31	2021	2021	NUM
easat-2347	123	32	)	)	PUNCT
easat-2347	123	33	.	.	PUNCT
easat-2347	124	1	for	for	ADP
easat-2347	124	2	the	the	DET
easat-2347	124	3	improvement	improvement	NOUN
easat-2347	124	4	of	of	ADP
easat-2347	124	5	rainfall	rainfall	NOUN
easat-2347	124	6	estimation	estimation	NOUN
easat-2347	124	7	in	in	ADP
easat-2347	124	8	northern	northern	ADJ
easat-2347	124	9	algeria	algeria	PROPN
easat-2347	124	10	using	use	VERB
easat-2347	124	11	meteosat	meteosat	VERB
easat-2347	124	12	secondgeneration	secondgeneration	NOUN
easat-2347	124	13	datasets	dataset	NOUN
easat-2347	124	14	,	,	PUNCT
easat-2347	124	15	ouallouche	ouallouche	X
easat-2347	124	16	et	et	PROPN
easat-2347	124	17	al	al	PROPN
easat-2347	124	18	.	.	PROPN
easat-2347	125	1	(	(	PUNCT
easat-2347	125	2	2018	2018	NUM
easat-2347	125	3	)	)	PUNCT
easat-2347	125	4	showed	show	VERB
easat-2347	125	5	that	that	SCONJ
easat-2347	125	6	random	random	ADJ
easat-2347	125	7	forests	forest	NOUN
easat-2347	125	8	performed	perform	VERB
easat-2347	125	9	better	well	ADV
easat-2347	125	10	statistically	statistically	ADV
easat-2347	125	11	compared	compare	VERB
easat-2347	125	12	to	to	ADP
easat-2347	125	13	an	an	DET
easat-2347	125	14	artificial	artificial	ADJ
easat-2347	125	15	neural	neural	ADJ
easat-2347	125	16	network	network	NOUN
easat-2347	125	17	and	and	CCONJ
easat-2347	125	18	support	support	VERB
easat-2347	125	19	vector	vector	NOUN
easat-2347	125	20	machine	machine	NOUN
easat-2347	125	21	.	.	PUNCT
easat-2347	126	1	in	in	ADP
easat-2347	126	2	india	india	PROPN
easat-2347	126	3	,	,	PUNCT
easat-2347	126	4	shah	shah	PROPN
easat-2347	126	5	et	et	PROPN
easat-2347	126	6	al	al	PROPN
easat-2347	126	7	.	.	PROPN
easat-2347	127	1	(	(	PUNCT
easat-2347	127	2	2023	2023	NUM
easat-2347	127	3	)	)	PUNCT
easat-2347	127	4	used	use	VERB
easat-2347	127	5	a	a	DET
easat-2347	127	6	random	random	ADJ
easat-2347	127	7	forest	forest	NOUN
easat-2347	127	8	-	-	PUNCT
easat-2347	127	9	based	base	VERB
easat-2347	127	10	model	model	NOUN
easat-2347	127	11	for	for	ADP
easat-2347	127	12	their	their	PRON
easat-2347	127	13	rainfall	rainfall	NOUN
easat-2347	127	14	prediction	prediction	NOUN
easat-2347	127	15	and	and	CCONJ
easat-2347	127	16	observed	observe	VERB
easat-2347	127	17	an	an	DET
easat-2347	127	18	accuracy	accuracy	NOUN
easat-2347	127	19	rate	rate	NOUN
easat-2347	127	20	of	of	ADP
easat-2347	127	21	90	90	NUM
easat-2347	127	22	%	%	NOUN
easat-2347	127	23	and	and	CCONJ
easat-2347	127	24	a	a	DET
easat-2347	127	25	probability	probability	NOUN
easat-2347	127	26	of	of	ADP
easat-2347	127	27	detection	detection	NOUN
easat-2347	127	28	of	of	ADP
easat-2347	127	29	68	68	NUM
easat-2347	127	30	%	%	NOUN
easat-2347	127	31	.	.	PUNCT
easat-2347	128	1	using	use	VERB
easat-2347	128	2	a	a	DET
easat-2347	128	3	complete	complete	ADJ
easat-2347	128	4	ensemble	ensemble	ADJ
easat-2347	128	5	empirical	empirical	ADJ
easat-2347	128	6	mode	mode	NOUN
easat-2347	128	7	decomposition	decomposition	NOUN
easat-2347	128	8	hybridized	hybridize	VERB
easat-2347	128	9	with	with	ADP
easat-2347	128	10	a	a	DET
easat-2347	128	11	random	random	ADJ
easat-2347	128	12	forest	forest	NOUN
easat-2347	128	13	and	and	CCONJ
easat-2347	128	14	kernel	kernel	PROPN
easat-2347	128	15	regression	regression	NOUN
easat-2347	128	16	model	model	NOUN
easat-2347	128	17	for	for	ADP
easat-2347	128	18	monthly	monthly	ADJ
easat-2347	128	19	rainfall	rainfall	NOUN
easat-2347	128	20	prediction	prediction	NOUN
easat-2347	128	21	,	,	PUNCT
easat-2347	128	22	ali	ali	PROPN
easat-2347	128	23	et	et	PROPN
easat-2347	128	24	al	al	PROPN
easat-2347	128	25	.	.	PROPN
easat-2347	129	1	(	(	PUNCT
easat-2347	129	2	2020	2020	NUM
easat-2347	129	3	)	)	PUNCT
easat-2347	129	4	performed	perform	VERB
easat-2347	129	5	best	well	ADV
easat-2347	129	6	compared	compare	VERB
easat-2347	129	7	to	to	ADP
easat-2347	129	8	other	other	ADJ
easat-2347	129	9	models	model	NOUN
easat-2347	129	10	.	.	PUNCT
easat-2347	130	1	the	the	DET
easat-2347	130	2	results	result	NOUN
easat-2347	130	3	from	from	ADP
easat-2347	130	4	the	the	DET
easat-2347	130	5	reviewed	review	VERB
easat-2347	130	6	literature	literature	NOUN
easat-2347	130	7	have	have	AUX
easat-2347	130	8	shown	show	VERB
easat-2347	130	9	the	the	DET
easat-2347	130	10	accuracy	accuracy	NOUN
easat-2347	130	11	of	of	ADP
easat-2347	130	12	machine	machine	NOUN
easat-2347	130	13	learning	learning	NOUN
easat-2347	130	14	models	model	NOUN
easat-2347	130	15	and	and	CCONJ
easat-2347	130	16	their	their	PRON
easat-2347	130	17	better	well	ADJ
easat-2347	130	18	performance	performance	NOUN
easat-2347	130	19	compared	compare	VERB
easat-2347	130	20	with	with	ADP
easat-2347	130	21	numerical	numerical	ADJ
easat-2347	130	22	weather	weather	NOUN
easat-2347	130	23	forecasts	forecast	NOUN
easat-2347	130	24	.	.	PUNCT
easat-2347	131	1	they	they	PRON
easat-2347	131	2	have	have	AUX
easat-2347	131	3	also	also	ADV
easat-2347	131	4	indicated	indicate	VERB
easat-2347	131	5	the	the	DET
easat-2347	131	6	various	various	ADJ
easat-2347	131	7	machine	machine	NOUN
easat-2347	131	8	learning	learning	NOUN
easat-2347	131	9	models	model	NOUN
easat-2347	131	10	for	for	ADP
easat-2347	131	11	various	various	ADJ
easat-2347	131	12	climates	climate	NOUN
easat-2347	131	13	and	and	CCONJ
easat-2347	131	14	the	the	DET
easat-2347	131	15	possibility	possibility	NOUN
easat-2347	131	16	for	for	ADP
easat-2347	131	17	improvements	improvement	NOUN
easat-2347	131	18	in	in	ADP
easat-2347	131	19	their	their	PRON
easat-2347	131	20	forecast	forecast	NOUN
easat-2347	131	21	.	.	PUNCT
easat-2347	132	1	however	however	ADV
easat-2347	132	2	,	,	PUNCT
easat-2347	132	3	it	it	PRON
easat-2347	132	4	is	be	AUX
easat-2347	132	5	important	important	ADJ
easat-2347	132	6	to	to	PART
easat-2347	132	7	note	note	VERB
easat-2347	132	8	that	that	SCONJ
easat-2347	132	9	some	some	DET
easat-2347	132	10	machine	machine	NOUN
easat-2347	132	11	learning	learning	NOUN
easat-2347	132	12	models	model	NOUN
easat-2347	132	13	will	will	AUX
easat-2347	132	14	be	be	AUX
easat-2347	132	15	more	more	ADV
easat-2347	132	16	appropriate	appropriate	ADJ
easat-2347	132	17	for	for	ADP
easat-2347	132	18	different	different	ADJ
easat-2347	132	19	regions	region	NOUN
easat-2347	132	20	.	.	PUNCT
easat-2347	133	1	these	these	DET
easat-2347	133	2	results	result	NOUN
easat-2347	133	3	have	have	AUX
easat-2347	133	4	also	also	ADV
easat-2347	133	5	established	establish	VERB
easat-2347	133	6	the	the	DET
easat-2347	133	7	accuracy	accuracy	NOUN
easat-2347	133	8	of	of	ADP
easat-2347	133	9	random	random	ADJ
easat-2347	133	10	forests	forest	NOUN
easat-2347	133	11	for	for	ADP
easat-2347	133	12	rainfall	rainfall	NOUN
easat-2347	133	13	prediction	prediction	NOUN
easat-2347	133	14	worldwide	worldwide	ADV
easat-2347	133	15	.	.	PUNCT
easat-2347	134	1	therefore	therefore	ADV
easat-2347	134	2	,	,	PUNCT
easat-2347	134	3	this	this	DET
easat-2347	134	4	work	work	NOUN
easat-2347	134	5	uses	use	VERB
easat-2347	134	6	a	a	DET
easat-2347	134	7	random	random	ADJ
easat-2347	134	8	forest	forest	NOUN
easat-2347	134	9	model	model	NOUN
easat-2347	134	10	to	to	PART
easat-2347	134	11	predict	predict	VERB
easat-2347	134	12	2024	2024	NUM
easat-2347	134	13	monthly	monthly	ADJ
easat-2347	134	14	rainfall	rainfall	NOUN
easat-2347	134	15	.	.	PUNCT
easat-2347	135	1	3	3	X
easat-2347	135	2	.	.	X
easat-2347	135	3	methodology	methodology	NOUN
easat-2347	135	4	we	we	PRON
easat-2347	135	5	built	build	VERB
easat-2347	135	6	,	,	PUNCT
easat-2347	135	7	trained	train	VERB
easat-2347	135	8	,	,	PUNCT
easat-2347	135	9	and	and	CCONJ
easat-2347	135	10	tested	test	VERB
easat-2347	135	11	a	a	DET
easat-2347	135	12	random	random	ADJ
easat-2347	135	13	forest	forest	NOUN
easat-2347	135	14	model	model	NOUN
easat-2347	135	15	for	for	ADP
easat-2347	135	16	weather	weather	NOUN
easat-2347	135	17	prediction	prediction	NOUN
easat-2347	135	18	based	base	VERB
easat-2347	135	19	on	on	ADP
easat-2347	135	20	the	the	DET
easat-2347	135	21	datasets	dataset	NOUN
easat-2347	135	22	that	that	PRON
easat-2347	135	23	we	we	PRON
easat-2347	135	24	have	have	VERB
easat-2347	135	25	available	available	ADJ
easat-2347	135	26	.	.	PUNCT
easat-2347	136	1	temperature	temperature	NOUN
easat-2347	136	2	,	,	PUNCT
easat-2347	136	3	rainfall	rainfall	NOUN
easat-2347	136	4	,	,	PUNCT
easat-2347	136	5	wind	wind	NOUN
easat-2347	136	6	speed	speed	NOUN
easat-2347	136	7	,	,	PUNCT
easat-2347	136	8	evaporation	evaporation	NOUN
easat-2347	136	9	,	,	PUNCT
easat-2347	136	10	relative	relative	ADJ
easat-2347	136	11	humidity	humidity	NOUN
easat-2347	136	12	,	,	PUNCT
easat-2347	136	13	dew	dew	NOUN
easat-2347	136	14	point	point	NOUN
easat-2347	136	15	,	,	PUNCT
easat-2347	136	16	and	and	CCONJ
easat-2347	136	17	water	water	NOUN
easat-2347	136	18	vapour	vapour	NOUN
easat-2347	136	19	datasets	dataset	NOUN
easat-2347	136	20	over	over	ADP
easat-2347	136	21	twenty	twenty	NUM
easat-2347	136	22	-	-	PUNCT
easat-2347	136	23	seven	seven	NUM
easat-2347	136	24	cities	city	NOUN
easat-2347	136	25	in	in	ADP
easat-2347	136	26	nine	nine	NUM
easat-2347	136	27	climatic	climatic	ADJ
easat-2347	136	28	zones	zone	NOUN
easat-2347	136	29	in	in	ADP
easat-2347	136	30	south	south	PROPN
easat-2347	136	31	africa	africa	PROPN
easat-2347	136	32	were	be	AUX
easat-2347	136	33	collected	collect	VERB
easat-2347	136	34	and	and	CCONJ
easat-2347	136	35	combined	combine	VERB
easat-2347	136	36	to	to	PART
easat-2347	136	37	form	form	VERB
easat-2347	136	38	a	a	DET
easat-2347	136	39	single	single	ADJ
easat-2347	136	40	record	record	NOUN
easat-2347	136	41	.	.	PUNCT
easat-2347	137	1	rainfall	rainfall	NOUN
easat-2347	137	2	was	be	AUX
easat-2347	137	3	assigned	assign	VERB
easat-2347	137	4	as	as	ADP
easat-2347	137	5	the	the	DET
easat-2347	137	6	target	target	NOUN
easat-2347	137	7	variable	variable	NOUN
easat-2347	137	8	,	,	PUNCT
easat-2347	137	9	though	though	ADV
easat-2347	137	10	,	,	PUNCT
easat-2347	137	11	in	in	ADP
easat-2347	137	12	the	the	DET
easat-2347	137	13	same	same	ADJ
easat-2347	137	14	way	way	NOUN
easat-2347	137	15	,	,	PUNCT
easat-2347	137	16	other	other	ADJ
easat-2347	137	17	weather	weather	NOUN
easat-2347	137	18	parameters	parameter	NOUN
easat-2347	137	19	can	can	AUX
easat-2347	137	20	be	be	AUX
easat-2347	137	21	determined	determine	VERB
easat-2347	137	22	.	.	PUNCT
easat-2347	138	1	for	for	ADP
easat-2347	138	2	this	this	DET
easat-2347	138	3	work	work	NOUN
easat-2347	138	4	,	,	PUNCT
easat-2347	138	5	we	we	PRON
easat-2347	138	6	restrict	restrict	VERB
easat-2347	138	7	it	it	PRON
easat-2347	138	8	to	to	ADP
easat-2347	138	9	predicting	predict	VERB
easat-2347	138	10	only	only	ADJ
easat-2347	138	11	rainfall	rainfall	NOUN
easat-2347	138	12	.	.	PUNCT
easat-2347	139	1	the	the	DET
easat-2347	139	2	models	model	NOUN
easat-2347	139	3	were	be	AUX
easat-2347	139	4	trained	train	VERB
easat-2347	139	5	using	use	VERB
easat-2347	139	6	the	the	DET
easat-2347	139	7	80/20	80/20	NUM
easat-2347	139	8	principle	principle	NOUN
easat-2347	139	9	for	for	ADP
easat-2347	139	10	all	all	DET
easat-2347	139	11	the	the	DET
easat-2347	139	12	models	model	NOUN
easat-2347	139	13	.	.	PUNCT
easat-2347	140	1	the	the	DET
easat-2347	140	2	national	national	ADJ
easat-2347	140	3	aeronautics	aeronautics	PROPN
easat-2347	140	4	and	and	CCONJ
easat-2347	140	5	space	space	PROPN
easat-2347	140	6	administration	administration	PROPN
easat-2347	140	7	nasa	nasa	PROPN
easat-2347	140	8	used	use	VERB
easat-2347	140	9	merra	merra	PROPN
easat-2347	140	10	/	/	SYM
easat-2347	140	11	omi	omi	NOUN
easat-2347	140	12	and	and	CCONJ
easat-2347	140	13	the	the	DET
easat-2347	140	14	south	south	ADJ
easat-2347	140	15	african	african	ADJ
easat-2347	140	16	weather	weather	NOUN
easat-2347	140	17	service	service	NOUN
easat-2347	140	18	to	to	PART
easat-2347	140	19	obtain	obtain	VERB
easat-2347	140	20	data	datum	NOUN
easat-2347	140	21	for	for	ADP
easat-2347	140	22	this	this	DET
easat-2347	140	23	work	work	NOUN
easat-2347	140	24	.	.	PUNCT
easat-2347	141	1	this	this	DET
easat-2347	141	2	research	research	NOUN
easat-2347	141	3	's	's	PART
easat-2347	141	4	data	datum	NOUN
easat-2347	141	5	include	include	VERB
easat-2347	141	6	evaporation	evaporation	NOUN
easat-2347	141	7	,	,	PUNCT
easat-2347	141	8	temperature	temperature	NOUN
easat-2347	141	9	,	,	PUNCT
easat-2347	141	10	rainfall	rainfall	NOUN
easat-2347	141	11	,	,	PUNCT
easat-2347	141	12	wind	wind	NOUN
easat-2347	141	13	speed	speed	NOUN
easat-2347	141	14	,	,	PUNCT
easat-2347	141	15	irradiance	irradiance	NOUN
easat-2347	141	16	,	,	PUNCT
easat-2347	141	17	and	and	CCONJ
easat-2347	141	18	water	water	NOUN
easat-2347	141	19	vapour	vapour	NOUN
easat-2347	141	20	.	.	PUNCT
easat-2347	142	1	after	after	ADP
easat-2347	142	2	collecting	collect	VERB
easat-2347	142	3	the	the	DET
easat-2347	142	4	datasets	dataset	NOUN
easat-2347	142	5	,	,	PUNCT
easat-2347	142	6	they	they	PRON
easat-2347	142	7	were	be	AUX
easat-2347	142	8	cleaned	clean	VERB
easat-2347	142	9	by	by	ADP
easat-2347	142	10	developing	develop	VERB
easat-2347	142	11	a	a	DET
easat-2347	142	12	model	model	NOUN
easat-2347	142	13	that	that	PRON
easat-2347	142	14	identified	identify	VERB
easat-2347	142	15	and	and	CCONJ
easat-2347	142	16	excluded	exclude	VERB
easat-2347	142	17	missing	missing	ADJ
easat-2347	142	18	data	datum	NOUN
easat-2347	142	19	,	,	PUNCT
easat-2347	142	20	duplicates	duplicate	NOUN
easat-2347	142	21	,	,	PUNCT
easat-2347	142	22	and	and	CCONJ
easat-2347	142	23	irrelevant	irrelevant	ADJ
easat-2347	142	24	datasets	dataset	NOUN
easat-2347	142	25	.	.	PUNCT
easat-2347	143	1	clean	clean	ADJ
easat-2347	143	2	datasets	dataset	NOUN
easat-2347	143	3	were	be	AUX
easat-2347	143	4	retrieved	retrieve	VERB
easat-2347	143	5	and	and	CCONJ
easat-2347	143	6	converted	convert	VERB
easat-2347	143	7	to	to	ADP
easat-2347	143	8	monthly	monthly	ADJ
easat-2347	143	9	datasets	dataset	NOUN
easat-2347	143	10	for	for	ADP
easat-2347	143	11	this	this	DET
easat-2347	143	12	study	study	NOUN
easat-2347	143	13	.	.	PUNCT
easat-2347	144	1	the	the	DET
easat-2347	144	2	random	random	ADJ
easat-2347	144	3	forest	forest	NOUN
easat-2347	144	4	model	model	NOUN
easat-2347	144	5	was	be	AUX
easat-2347	144	6	trained	train	VERB
easat-2347	144	7	for	for	ADP
easat-2347	144	8	rainfall	rainfall	NOUN
easat-2347	144	9	prediction	prediction	NOUN
easat-2347	144	10	in	in	ADP
easat-2347	144	11	south	south	PROPN
easat-2347	144	12	africa	africa	PROPN
easat-2347	144	13	using	use	VERB
easat-2347	144	14	the	the	DET
easat-2347	144	15	70:30	70:30	NUM
easat-2347	144	16	principle	principle	NOUN
easat-2347	144	17	and	and	CCONJ
easat-2347	144	18	evaluated	evaluate	VERB
easat-2347	144	19	,	,	PUNCT
easat-2347	144	20	after	after	ADP
easat-2347	144	21	which	which	PRON
easat-2347	144	22	2024	2024	NUM
easat-2347	144	23	monthly	monthly	ADJ
easat-2347	144	24	rainfall	rainfall	NOUN
easat-2347	144	25	prediction	prediction	NOUN
easat-2347	144	26	was	be	AUX
easat-2347	144	27	made	make	VERB
easat-2347	144	28	and	and	CCONJ
easat-2347	144	29	compared	compare	VERB
easat-2347	144	30	with	with	ADP
easat-2347	144	31	2022	2022	NUM
easat-2347	144	32	and	and	CCONJ
easat-2347	144	33	2023	2023	NUM
easat-2347	144	34	rainfall	rainfall	NOUN
easat-2347	144	35	using	use	VERB
easat-2347	144	36	random	random	ADJ
easat-2347	144	37	forest	forest	NOUN
easat-2347	144	38	.	.	PUNCT
easat-2347	145	1	this	this	DET
easat-2347	145	2	process	process	NOUN
easat-2347	145	3	is	be	AUX
easat-2347	145	4	represented	represent	VERB
easat-2347	145	5	in	in	ADP
easat-2347	145	6	the	the	DET
easat-2347	145	7	flow	flow	NOUN
easat-2347	145	8	chart	chart	NOUN
easat-2347	145	9	in	in	ADP
easat-2347	145	10	figure	figure	NOUN
easat-2347	145	11	1	1	NUM
easat-2347	145	12	.	.	SYM
easat-2347	145	13	1809	1809	NUM
easat-2347	145	14	edelweiss	edelweiss	PROPN
easat-2347	145	15	applied	apply	VERB
easat-2347	145	16	science	science	NOUN
easat-2347	145	17	and	and	CCONJ
easat-2347	145	18	technology	technology	NOUN
easat-2347	145	19	issn	issn	PROPN
easat-2347	145	20	:	:	PUNCT
easat-2347	145	21	2576	2576	NUM
easat-2347	145	22	-	-	SYM
easat-2347	145	23	8484	8484	NUM
easat-2347	145	24	vol	vol	NOUN
easat-2347	145	25	.	.	PROPN
easat-2347	146	1	8	8	NUM
easat-2347	146	2	,	,	PUNCT
easat-2347	146	3	no	no	INTJ
easat-2347	146	4	.	.	NOUN
easat-2347	147	1	6	6	NUM
easat-2347	147	2	:	:	SYM
easat-2347	147	3	1805	1805	NUM
easat-2347	147	4	-	-	SYM
easat-2347	147	5	1827	1827	NUM
easat-2347	147	6	,	,	PUNCT
easat-2347	147	7	2024	2024	NUM
easat-2347	147	8	doi	doi	NOUN
easat-2347	147	9	:	:	PUNCT
easat-2347	147	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	147	11	©	©	PROPN
easat-2347	147	12	2024	2024	NUM
easat-2347	147	13	by	by	ADP
easat-2347	147	14	the	the	DET
easat-2347	147	15	authors	author	NOUN
easat-2347	147	16	;	;	PUNCT
easat-2347	147	17	licensee	licensee	PROPN
easat-2347	147	18	learning	learn	VERB
easat-2347	147	19	gate	gate	NOUN
easat-2347	147	20	figure	figure	NOUN
easat-2347	147	21	1	1	NUM
easat-2347	147	22	.	.	PUNCT
easat-2347	147	23	schematic	schematic	ADJ
easat-2347	147	24	view	view	NOUN
easat-2347	147	25	of	of	ADP
easat-2347	147	26	the	the	DET
easat-2347	147	27	data	datum	NOUN
easat-2347	147	28	analysis	analysis	NOUN
easat-2347	147	29	process	process	NOUN
easat-2347	147	30	.	.	PUNCT
easat-2347	148	1	3.1	3.1	NUM
easat-2347	148	2	.	.	PUNCT
easat-2347	148	3	study	study	NOUN
easat-2347	148	4	area	area	NOUN
easat-2347	148	5	the	the	DET
easat-2347	148	6	study	study	NOUN
easat-2347	148	7	location	location	NOUN
easat-2347	148	8	is	be	AUX
easat-2347	148	9	based	base	VERB
easat-2347	148	10	on	on	ADP
easat-2347	148	11	the	the	DET
easat-2347	148	12	koppen	koppen	NOUN
easat-2347	148	13	-	-	PUNCT
easat-2347	148	14	gieger	gieger	NOUN
easat-2347	148	15	climate	climate	NOUN
easat-2347	148	16	classification	classification	NOUN
easat-2347	148	17	of	of	ADP
easat-2347	148	18	south	south	PROPN
easat-2347	148	19	africa	africa	PROPN
easat-2347	148	20	.	.	PUNCT
easat-2347	149	1	south	south	PROPN
easat-2347	149	2	africa	africa	PROPN
easat-2347	149	3	is	be	AUX
easat-2347	149	4	broadly	broadly	ADV
easat-2347	149	5	classified	classify	VERB
easat-2347	149	6	into	into	ADP
easat-2347	149	7	arid	arid	NOUN
easat-2347	149	8	,	,	PUNCT
easat-2347	149	9	subtropical	subtropical	ADJ
easat-2347	149	10	wet	wet	ADJ
easat-2347	149	11	(	(	PUNCT
easat-2347	149	12	fully	fully	ADV
easat-2347	149	13	humid	humid	ADJ
easat-2347	149	14	and	and	CCONJ
easat-2347	149	15	dry	dry	ADJ
easat-2347	149	16	winter	winter	NOUN
easat-2347	149	17	)	)	PUNCT
easat-2347	149	18	,	,	PUNCT
easat-2347	149	19	and	and	CCONJ
easat-2347	149	20	subtropical	subtropical	ADJ
easat-2347	149	21	dry	dry	ADJ
easat-2347	149	22	(	(	PUNCT
easat-2347	149	23	hot	hot	ADJ
easat-2347	149	24	summer	summer	NOUN
easat-2347	149	25	)	)	PUNCT
easat-2347	149	26	.	.	PUNCT
easat-2347	150	1	this	this	DET
easat-2347	150	2	study	study	NOUN
easat-2347	150	3	also	also	ADV
easat-2347	150	4	considered	consider	VERB
easat-2347	150	5	the	the	DET
easat-2347	150	6	sub	sub	ADJ
easat-2347	150	7	-	-	ADJ
easat-2347	150	8	group	group	ADJ
easat-2347	150	9	climate	climate	NOUN
easat-2347	150	10	classification	classification	NOUN
easat-2347	150	11	,	,	PUNCT
easat-2347	150	12	such	such	ADJ
easat-2347	150	13	as	as	ADP
easat-2347	150	14	the	the	DET
easat-2347	150	15	cold	cold	ADJ
easat-2347	150	16	and	and	CCONJ
easat-2347	150	17	semi	semi	ADJ
easat-2347	150	18	-	-	ADJ
easat-2347	150	19	arid	arid	ADJ
easat-2347	150	20	steppe	steppe	NOUN
easat-2347	150	21	,	,	PUNCT
easat-2347	150	22	cold	cold	ADJ
easat-2347	150	23	arid	arid	PROPN
easat-2347	150	24	desert	desert	PROPN
easat-2347	150	25	,	,	PUNCT
easat-2347	150	26	hoot	hoot	NOUN
easat-2347	150	27	and	and	CCONJ
easat-2347	150	28	semi	semi	ADJ
easat-2347	150	29	-	-	ADJ
easat-2347	150	30	arid	arid	ADJ
easat-2347	150	31	steppe	steppe	NOUN
easat-2347	150	32	,	,	PUNCT
easat-2347	150	33	and	and	CCONJ
easat-2347	150	34	the	the	DET
easat-2347	150	35	hot	hot	ADJ
easat-2347	150	36	arid	arid	NOUN
easat-2347	150	37	desert	desert	NOUN
easat-2347	150	38	under	under	ADP
easat-2347	150	39	the	the	DET
easat-2347	150	40	arid	arid	NOUN
easat-2347	150	41	classification	classification	NOUN
easat-2347	150	42	.	.	PUNCT
easat-2347	151	1	the	the	DET
easat-2347	151	2	subtropical	subtropical	ADJ
easat-2347	151	3	highland	highland	PROPN
easat-2347	151	4	with	with	ADP
easat-2347	151	5	a	a	DET
easat-2347	151	6	dry	dry	ADJ
easat-2347	151	7	winter	winter	NOUN
easat-2347	151	8	and	and	CCONJ
easat-2347	151	9	the	the	DET
easat-2347	151	10	humid	humid	NOUN
easat-2347	151	11	subtropical	subtropical	ADJ
easat-2347	151	12	with	with	ADP
easat-2347	151	13	a	a	DET
easat-2347	151	14	dry	dry	ADJ
easat-2347	151	15	winter	winter	NOUN
easat-2347	151	16	are	be	AUX
easat-2347	151	17	considered	consider	VERB
easat-2347	151	18	under	under	ADP
easat-2347	151	19	the	the	DET
easat-2347	151	20	subtropical	subtropical	ADJ
easat-2347	151	21	wet	wet	NOUN
easat-2347	151	22	.	.	PUNCT
easat-2347	152	1	the	the	DET
easat-2347	152	2	sub	sub	NOUN
easat-2347	152	3	-	-	NOUN
easat-2347	152	4	divisions	division	NOUN
easat-2347	152	5	are	be	AUX
easat-2347	152	6	subtropical	subtropical	ADJ
easat-2347	152	7	dry	dry	ADJ
easat-2347	152	8	,	,	PUNCT
easat-2347	152	9	warm	warm	ADJ
easat-2347	152	10	and	and	CCONJ
easat-2347	152	11	dry	dry	ADJ
easat-2347	152	12	summer	summer	NOUN
easat-2347	152	13	,	,	PUNCT
easat-2347	152	14	temperate	temperate	ADJ
easat-2347	152	15	oceanic	oceanic	NOUN
easat-2347	152	16	without	without	ADP
easat-2347	152	17	dry	dry	ADJ
easat-2347	152	18	season	season	NOUN
easat-2347	152	19	,	,	PUNCT
easat-2347	152	20	and	and	CCONJ
easat-2347	152	21	humid	humid	VERB
easat-2347	152	22	subtropical	subtropical	ADJ
easat-2347	152	23	without	without	ADP
easat-2347	152	24	dry	dry	ADJ
easat-2347	152	25	season	season	NOUN
easat-2347	152	26	.	.	PUNCT
easat-2347	153	1	for	for	ADP
easat-2347	153	2	each	each	DET
easat-2347	153	3	sub	sub	NOUN
easat-2347	153	4	-	-	NOUN
easat-2347	153	5	division	division	NOUN
easat-2347	153	6	,	,	PUNCT
easat-2347	153	7	three	three	NUM
easat-2347	153	8	locations	location	NOUN
easat-2347	153	9	are	be	AUX
easat-2347	153	10	randomly	randomly	ADV
easat-2347	153	11	selected	select	VERB
easat-2347	153	12	for	for	ADP
easat-2347	153	13	rainfall	rainfall	NOUN
easat-2347	153	14	prediction	prediction	NOUN
easat-2347	153	15	.	.	PUNCT
easat-2347	154	1	figure	figure	NOUN
easat-2347	154	2	1	1	NUM
easat-2347	154	3	shows	show	VERB
easat-2347	154	4	the	the	DET
easat-2347	154	5	koppen	koppen	PROPN
easat-2347	154	6	-	-	PUNCT
easat-2347	154	7	geiger	geiger	NOUN
easat-2347	154	8	climate	climate	NOUN
easat-2347	154	9	classification	classification	NOUN
easat-2347	154	10	for	for	ADP
easat-2347	154	11	south	south	PROPN
easat-2347	154	12	africa	africa	PROPN
easat-2347	154	13	and	and	CCONJ
easat-2347	154	14	the	the	DET
easat-2347	154	15	study	study	NOUN
easat-2347	154	16	locations	location	NOUN
easat-2347	154	17	.	.	PUNCT
easat-2347	155	1	1810	1810	NUM
easat-2347	155	2	edelweiss	edelweiss	PROPN
easat-2347	155	3	applied	apply	VERB
easat-2347	155	4	science	science	NOUN
easat-2347	155	5	and	and	CCONJ
easat-2347	155	6	technology	technology	NOUN
easat-2347	155	7	issn	issn	PROPN
easat-2347	155	8	:	:	PUNCT
easat-2347	155	9	2576	2576	NUM
easat-2347	155	10	-	-	SYM
easat-2347	155	11	8484	8484	NUM
easat-2347	155	12	vol	vol	NOUN
easat-2347	155	13	.	.	PROPN
easat-2347	155	14	8	8	NUM
easat-2347	155	15	,	,	PUNCT
easat-2347	155	16	no	no	INTJ
easat-2347	155	17	.	.	NOUN
easat-2347	156	1	6	6	NUM
easat-2347	156	2	:	:	SYM
easat-2347	156	3	1805	1805	NUM
easat-2347	156	4	-	-	SYM
easat-2347	156	5	1827	1827	NUM
easat-2347	156	6	,	,	PUNCT
easat-2347	156	7	2024	2024	NUM
easat-2347	156	8	doi	doi	NOUN
easat-2347	156	9	:	:	PUNCT
easat-2347	156	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	156	11	©	©	PROPN
easat-2347	156	12	2024	2024	NUM
easat-2347	156	13	by	by	ADP
easat-2347	156	14	the	the	DET
easat-2347	156	15	authors	author	NOUN
easat-2347	156	16	;	;	PUNCT
easat-2347	156	17	licensee	licensee	PROPN
easat-2347	156	18	learning	learn	VERB
easat-2347	156	19	gate	gate	NOUN
easat-2347	156	20	figure	figure	NOUN
easat-2347	156	21	2	2	NUM
easat-2347	156	22	.	.	PUNCT
easat-2347	156	23	koppen	koppen	PROPN
easat-2347	156	24	-	-	PUNCT
easat-2347	156	25	geiger	geiger	PROPN
easat-2347	156	26	south	south	PROPN
easat-2347	156	27	africa	africa	PROPN
easat-2347	156	28	weather	weather	PROPN
easat-2347	156	29	classification	classification	NOUN
easat-2347	156	30	showing	show	VERB
easat-2347	156	31	the	the	DET
easat-2347	156	32	various	various	ADJ
easat-2347	156	33	climates	climate	NOUN
easat-2347	156	34	.	.	PUNCT
easat-2347	157	1	4	4	X
easat-2347	157	2	.	.	X
easat-2347	157	3	result	result	NOUN
easat-2347	157	4	and	and	CCONJ
easat-2347	157	5	discussion	discussion	NOUN
easat-2347	157	6	4.1	4.1	NUM
easat-2347	157	7	.	.	PUNCT
easat-2347	158	1	cold	cold	ADJ
easat-2347	158	2	and	and	CCONJ
easat-2347	158	3	semi	semi	ADJ
easat-2347	158	4	-	-	ADJ
easat-2347	158	5	arid	arid	ADJ
easat-2347	158	6	steppe	steppe	NOUN
easat-2347	158	7	this	this	DET
easat-2347	158	8	section	section	NOUN
easat-2347	158	9	presents	present	VERB
easat-2347	158	10	monthly	monthly	ADJ
easat-2347	158	11	rainfall	rainfall	NOUN
easat-2347	158	12	prediction	prediction	NOUN
easat-2347	158	13	for	for	ADP
easat-2347	158	14	different	different	ADJ
easat-2347	158	15	climatic	climatic	ADJ
easat-2347	158	16	zones	zone	NOUN
easat-2347	158	17	in	in	ADP
easat-2347	158	18	south	south	PROPN
easat-2347	158	19	africa	africa	PROPN
easat-2347	158	20	for	for	ADP
easat-2347	158	21	2024	2024	NUM
easat-2347	158	22	using	use	VERB
easat-2347	158	23	a	a	DET
easat-2347	158	24	random	random	ADJ
easat-2347	158	25	forest	forest	NOUN
easat-2347	158	26	model	model	NOUN
easat-2347	158	27	.	.	PUNCT
easat-2347	159	1	the	the	DET
easat-2347	159	2	prediction	prediction	NOUN
easat-2347	159	3	was	be	AUX
easat-2347	159	4	compared	compare	VERB
easat-2347	159	5	to	to	ADP
easat-2347	159	6	the	the	DET
easat-2347	159	7	monthly	monthly	ADJ
easat-2347	159	8	rainfall	rainfall	NOUN
easat-2347	159	9	of	of	ADP
easat-2347	159	10	2022	2022	NUM
easat-2347	159	11	and	and	CCONJ
easat-2347	159	12	2023	2023	NUM
easat-2347	159	13	,	,	PUNCT
easat-2347	159	14	as	as	SCONJ
easat-2347	159	15	shown	show	VERB
easat-2347	159	16	in	in	ADP
easat-2347	159	17	figure	figure	NOUN
easat-2347	159	18	3	3	NUM
easat-2347	159	19	.	.	PUNCT
easat-2347	160	1	under	under	ADP
easat-2347	160	2	the	the	DET
easat-2347	160	3	cold	cold	ADJ
easat-2347	160	4	and	and	CCONJ
easat-2347	160	5	semi	semi	ADJ
easat-2347	160	6	-	-	ADJ
easat-2347	160	7	arid	arid	ADJ
easat-2347	160	8	steppe	steppe	NOUN
easat-2347	160	9	in	in	ADP
easat-2347	160	10	bloemfontein	bloemfontein	PROPN
easat-2347	160	11	,	,	PUNCT
easat-2347	160	12	figure	figure	VERB
easat-2347	160	13	3	3	NUM
easat-2347	160	14	shows	show	VERB
easat-2347	160	15	that	that	SCONJ
easat-2347	160	16	more	more	ADJ
easat-2347	160	17	rainfall	rainfall	NOUN
easat-2347	160	18	of	of	ADP
easat-2347	160	19	over	over	ADP
easat-2347	160	20	100	100	NUM
easat-2347	160	21	mm	mm	NOUN
easat-2347	160	22	will	will	AUX
easat-2347	160	23	be	be	AUX
easat-2347	160	24	received	receive	VERB
easat-2347	160	25	in	in	ADP
easat-2347	160	26	the	the	DET
easat-2347	160	27	first	first	ADJ
easat-2347	160	28	four	four	NUM
easat-2347	160	29	months	month	NOUN
easat-2347	160	30	of	of	ADP
easat-2347	160	31	2024	2024	NUM
easat-2347	160	32	.	.	PUNCT
easat-2347	161	1	a	a	DET
easat-2347	161	2	similar	similar	ADJ
easat-2347	161	3	amount	amount	NOUN
easat-2347	161	4	of	of	ADP
easat-2347	161	5	rainfall	rainfall	NOUN
easat-2347	161	6	received	receive	VERB
easat-2347	161	7	in	in	ADP
easat-2347	161	8	january	january	PROPN
easat-2347	161	9	,	,	PUNCT
easat-2347	161	10	march	march	PROPN
easat-2347	161	11	,	,	PUNCT
easat-2347	161	12	may	may	AUX
easat-2347	161	13	,	,	PUNCT
easat-2347	161	14	and	and	CCONJ
easat-2347	161	15	october	october	PROPN
easat-2347	161	16	is	be	AUX
easat-2347	161	17	expected	expect	VERB
easat-2347	161	18	in	in	ADP
easat-2347	161	19	springfontein	springfontein	NOUN
easat-2347	161	20	in	in	ADP
easat-2347	161	21	2024	2024	NUM
easat-2347	161	22	.	.	PUNCT
easat-2347	162	1	compared	compare	VERB
easat-2347	162	2	to	to	ADP
easat-2347	162	3	the	the	DET
easat-2347	162	4	previous	previous	ADJ
easat-2347	162	5	years	year	NOUN
easat-2347	162	6	,	,	PUNCT
easat-2347	162	7	more	more	ADJ
easat-2347	162	8	rainfall	rainfall	NOUN
easat-2347	162	9	is	be	AUX
easat-2347	162	10	expected	expect	VERB
easat-2347	162	11	in	in	ADP
easat-2347	162	12	february	february	PROPN
easat-2347	162	13	and	and	CCONJ
easat-2347	162	14	winter	winter	NOUN
easat-2347	162	15	.	.	PUNCT
easat-2347	163	1	while	while	SCONJ
easat-2347	163	2	there	there	PRON
easat-2347	163	3	is	be	VERB
easat-2347	163	4	an	an	DET
easat-2347	163	5	increase	increase	NOUN
easat-2347	163	6	in	in	ADP
easat-2347	163	7	the	the	DET
easat-2347	163	8	predicted	predict	VERB
easat-2347	163	9	amount	amount	NOUN
easat-2347	163	10	of	of	ADP
easat-2347	163	11	rainfall	rainfall	NOUN
easat-2347	163	12	in	in	ADP
easat-2347	163	13	november	november	PROPN
easat-2347	163	14	in	in	ADP
easat-2347	163	15	2023	2023	NUM
easat-2347	163	16	,	,	PUNCT
easat-2347	163	17	the	the	DET
easat-2347	163	18	amount	amount	NOUN
easat-2347	163	19	of	of	ADP
easat-2347	163	20	rainfall	rainfall	NOUN
easat-2347	163	21	in	in	ADP
easat-2347	163	22	december	december	PROPN
easat-2347	163	23	will	will	AUX
easat-2347	163	24	be	be	AUX
easat-2347	163	25	lower	low	ADJ
easat-2347	163	26	than	than	ADP
easat-2347	163	27	what	what	PRON
easat-2347	163	28	was	be	AUX
easat-2347	163	29	experienced	experience	VERB
easat-2347	163	30	in	in	ADP
easat-2347	163	31	2023	2023	NUM
easat-2347	163	32	and	and	CCONJ
easat-2347	163	33	about	about	ADP
easat-2347	163	34	half	half	NOUN
easat-2347	163	35	of	of	ADP
easat-2347	163	36	the	the	DET
easat-2347	163	37	2022	2022	NUM
easat-2347	163	38	rainfall	rainfall	NOUN
easat-2347	163	39	.	.	PUNCT
easat-2347	164	1	in	in	ADP
easat-2347	164	2	springfontein	springfontein	NOUN
easat-2347	164	3	,	,	PUNCT
easat-2347	164	4	it	it	PRON
easat-2347	164	5	is	be	AUX
easat-2347	164	6	predicted	predict	VERB
easat-2347	164	7	that	that	SCONJ
easat-2347	164	8	there	there	PRON
easat-2347	164	9	will	will	AUX
easat-2347	164	10	be	be	AUX
easat-2347	164	11	more	more	ADJ
easat-2347	164	12	rainfall	rainfall	NOUN
easat-2347	164	13	in	in	ADP
easat-2347	164	14	2024	2024	NUM
easat-2347	164	15	than	than	ADP
easat-2347	164	16	in	in	ADP
easat-2347	164	17	2023	2023	NUM
easat-2347	164	18	throughout	throughout	ADP
easat-2347	164	19	the	the	DET
easat-2347	164	20	years	year	NOUN
easat-2347	164	21	,	,	PUNCT
easat-2347	164	22	and	and	CCONJ
easat-2347	164	23	except	except	SCONJ
easat-2347	164	24	for	for	ADP
easat-2347	164	25	march	march	PROPN
easat-2347	164	26	and	and	CCONJ
easat-2347	164	27	june	june	PROPN
easat-2347	164	28	,	,	PUNCT
easat-2347	164	29	it	it	PRON
easat-2347	164	30	is	be	AUX
easat-2347	164	31	also	also	ADV
easat-2347	164	32	expected	expect	VERB
easat-2347	164	33	that	that	SCONJ
easat-2347	164	34	more	more	ADJ
easat-2347	164	35	rainfall	rainfall	NOUN
easat-2347	164	36	will	will	AUX
easat-2347	164	37	be	be	AUX
easat-2347	164	38	received	receive	VERB
easat-2347	164	39	than	than	ADP
easat-2347	164	40	in	in	ADP
easat-2347	164	41	2024	2024	NUM
easat-2347	164	42	.	.	PUNCT
easat-2347	165	1	this	this	PRON
easat-2347	165	2	is	be	AUX
easat-2347	165	3	good	good	ADJ
easat-2347	165	4	news	news	NOUN
easat-2347	165	5	for	for	ADP
easat-2347	165	6	farmers	farmer	NOUN
easat-2347	165	7	as	as	SCONJ
easat-2347	165	8	they	they	PRON
easat-2347	165	9	can	can	AUX
easat-2347	165	10	plan	plan	VERB
easat-2347	165	11	appropriately	appropriately	ADV
easat-2347	165	12	,	,	PUNCT
easat-2347	165	13	as	as	SCONJ
easat-2347	165	14	rainfall	rainfall	NOUN
easat-2347	165	15	above	above	ADP
easat-2347	165	16	80	80	NUM
easat-2347	165	17	mm	mm	NOUN
easat-2347	165	18	is	be	AUX
easat-2347	165	19	expected	expect	VERB
easat-2347	165	20	in	in	ADP
easat-2347	165	21	the	the	DET
easat-2347	165	22	last	last	ADJ
easat-2347	165	23	three	three	NUM
easat-2347	165	24	months	month	NOUN
easat-2347	165	25	of	of	ADP
easat-2347	165	26	2024	2024	NUM
easat-2347	165	27	,	,	PUNCT
easat-2347	165	28	while	while	SCONJ
easat-2347	165	29	rainfall	rainfall	NOUN
easat-2347	165	30	of	of	ADP
easat-2347	165	31	about	about	ADV
easat-2347	165	32	40	40	NUM
easat-2347	165	33	mm	mm	NOUN
easat-2347	165	34	is	be	AUX
easat-2347	165	35	expected	expect	VERB
easat-2347	165	36	monthly	monthly	ADV
easat-2347	165	37	during	during	ADP
easat-2347	165	38	winter	winter	NOUN
easat-2347	165	39	.	.	PUNCT
easat-2347	166	1	in	in	ADP
easat-2347	166	2	welkom	welkom	NOUN
easat-2347	166	3	,	,	PUNCT
easat-2347	166	4	figure	figure	VERB
easat-2347	166	5	3	3	NUM
easat-2347	166	6	shows	show	VERB
easat-2347	166	7	a	a	DET
easat-2347	166	8	similar	similar	ADJ
easat-2347	166	9	pattern	pattern	NOUN
easat-2347	166	10	of	of	ADP
easat-2347	166	11	rainfall	rainfall	NOUN
easat-2347	166	12	to	to	ADP
easat-2347	166	13	2023	2023	NUM
easat-2347	166	14	in	in	ADP
easat-2347	166	15	2024	2024	NUM
easat-2347	166	16	,	,	PUNCT
easat-2347	166	17	with	with	ADP
easat-2347	166	18	2024	2024	NUM
easat-2347	166	19	expected	expect	VERB
easat-2347	166	20	to	to	PART
easat-2347	166	21	receive	receive	VERB
easat-2347	166	22	more	more	ADJ
easat-2347	166	23	rainfall	rainfall	NOUN
easat-2347	166	24	.	.	PUNCT
easat-2347	167	1	the	the	DET
easat-2347	167	2	amount	amount	NOUN
easat-2347	167	3	of	of	ADP
easat-2347	167	4	rainfall	rainfall	NOUN
easat-2347	167	5	expected	expect	VERB
easat-2347	167	6	from	from	ADP
easat-2347	167	7	february	february	PROPN
easat-2347	167	8	to	to	ADP
easat-2347	167	9	april	april	PROPN
easat-2347	167	10	is	be	AUX
easat-2347	167	11	similar	similar	ADJ
easat-2347	167	12	to	to	ADP
easat-2347	167	13	that	that	DET
easat-2347	167	14	welkom	welkom	NOUN
easat-2347	167	15	received	receive	VERB
easat-2347	167	16	in	in	ADP
easat-2347	167	17	2022	2022	NUM
easat-2347	167	18	.	.	PUNCT
easat-2347	168	1	however	however	ADV
easat-2347	168	2	,	,	PUNCT
easat-2347	168	3	more	more	ADJ
easat-2347	168	4	rainfall	rainfall	NOUN
easat-2347	168	5	is	be	AUX
easat-2347	168	6	expected	expect	VERB
easat-2347	168	7	in	in	ADP
easat-2347	168	8	the	the	DET
easat-2347	168	9	autumn	autumn	NOUN
easat-2347	168	10	and	and	CCONJ
easat-2347	168	11	early	early	ADJ
easat-2347	168	12	spring	spring	NOUN
easat-2347	168	13	months	month	NOUN
easat-2347	168	14	(	(	PUNCT
easat-2347	168	15	june	june	PROPN
easat-2347	168	16	to	to	ADP
easat-2347	168	17	september	september	PROPN
easat-2347	168	18	)	)	PUNCT
easat-2347	168	19	compared	compare	VERB
easat-2347	168	20	to	to	ADP
easat-2347	168	21	previous	previous	ADJ
easat-2347	168	22	years	year	NOUN
easat-2347	168	23	.	.	PUNCT
easat-2347	169	1	although	although	SCONJ
easat-2347	169	2	the	the	DET
easat-2347	169	3	rainfall	rainfall	NOUN
easat-2347	169	4	expected	expect	VERB
easat-2347	169	5	in	in	ADP
easat-2347	169	6	october	october	PROPN
easat-2347	169	7	will	will	AUX
easat-2347	169	8	be	be	AUX
easat-2347	169	9	more	more	ADJ
easat-2347	169	10	than	than	ADP
easat-2347	169	11	that	that	PRON
easat-2347	169	12	of	of	ADP
easat-2347	169	13	2023	2023	NUM
easat-2347	169	14	,	,	PUNCT
easat-2347	169	15	the	the	DET
easat-2347	169	16	rainfall	rainfall	NOUN
easat-2347	169	17	expected	expect	VERB
easat-2347	169	18	in	in	ADP
easat-2347	169	19	november	november	PROPN
easat-2347	169	20	and	and	CCONJ
easat-2347	169	21	december	december	PROPN
easat-2347	169	22	is	be	AUX
easat-2347	169	23	similar	similar	ADJ
easat-2347	169	24	to	to	ADP
easat-2347	169	25	that	that	PRON
easat-2347	169	26	of	of	ADP
easat-2347	169	27	2023	2023	NUM
easat-2347	169	28	and	and	CCONJ
easat-2347	169	29	much	much	ADV
easat-2347	169	30	lower	low	ADJ
easat-2347	169	31	than	than	ADP
easat-2347	169	32	in	in	ADP
easat-2347	169	33	2022	2022	NUM
easat-2347	169	34	during	during	ADP
easat-2347	169	35	summer	summer	NOUN
easat-2347	169	36	.	.	PUNCT
easat-2347	170	1	for	for	ADP
easat-2347	170	2	the	the	DET
easat-2347	170	3	three	three	NUM
easat-2347	170	4	cities	city	NOUN
easat-2347	170	5	under	under	ADP
easat-2347	170	6	this	this	DET
easat-2347	170	7	climatic	climatic	ADJ
easat-2347	170	8	zone	zone	NOUN
easat-2347	170	9	,	,	PUNCT
easat-2347	170	10	more	more	ADJ
easat-2347	170	11	rainfall	rainfall	NOUN
easat-2347	170	12	is	be	AUX
easat-2347	170	13	expected	expect	VERB
easat-2347	170	14	during	during	ADP
easat-2347	170	15	autumn	autumn	NOUN
easat-2347	170	16	in	in	ADP
easat-2347	170	17	2024	2024	NUM
easat-2347	170	18	compared	compare	VERB
easat-2347	170	19	to	to	ADP
easat-2347	170	20	other	other	ADJ
easat-2347	170	21	years	year	NOUN
easat-2347	170	22	.	.	PUNCT
easat-2347	171	1	while	while	SCONJ
easat-2347	171	2	springfontein	springfontein	NOUN
easat-2347	171	3	predicted	predict	VERB
easat-2347	171	4	that	that	SCONJ
easat-2347	171	5	there	there	PRON
easat-2347	171	6	would	would	AUX
easat-2347	171	7	be	be	AUX
easat-2347	171	8	more	more	ADJ
easat-2347	171	9	rainfall	rainfall	NOUN
easat-2347	171	10	during	during	ADP
easat-2347	171	11	the	the	DET
easat-2347	171	12	spring	spring	NOUN
easat-2347	171	13	and	and	CCONJ
easat-2347	171	14	summer	summer	NOUN
easat-2347	171	15	of	of	ADP
easat-2347	171	16	2024	2024	NUM
easat-2347	171	17	,	,	PUNCT
easat-2347	171	18	similar	similar	ADJ
easat-2347	171	19	amounts	amount	NOUN
easat-2347	171	20	of	of	ADP
easat-2347	171	21	rainfall	rainfall	NOUN
easat-2347	171	22	are	be	AUX
easat-2347	171	23	expected	expect	VERB
easat-2347	171	24	in	in	ADP
easat-2347	171	25	bloemfontein	bloemfontein	NOUN
easat-2347	171	26	and	and	CCONJ
easat-2347	171	27	welkom	welkom	NOUN
easat-2347	171	28	compared	compare	VERB
easat-2347	171	29	to	to	ADP
easat-2347	171	30	2023	2023	NUM
easat-2347	171	31	.	.	PUNCT
easat-2347	172	1	1811	1811	NUM
easat-2347	172	2	edelweiss	edelweiss	PROPN
easat-2347	172	3	applied	apply	VERB
easat-2347	172	4	science	science	NOUN
easat-2347	172	5	and	and	CCONJ
easat-2347	172	6	technology	technology	NOUN
easat-2347	172	7	issn	issn	PROPN
easat-2347	172	8	:	:	PUNCT
easat-2347	172	9	2576	2576	NUM
easat-2347	172	10	-	-	SYM
easat-2347	172	11	8484	8484	NUM
easat-2347	172	12	vol	vol	NOUN
easat-2347	172	13	.	.	PROPN
easat-2347	172	14	8	8	NUM
easat-2347	172	15	,	,	PUNCT
easat-2347	172	16	no	no	INTJ
easat-2347	172	17	.	.	NOUN
easat-2347	173	1	6	6	NUM
easat-2347	173	2	:	:	SYM
easat-2347	173	3	1805	1805	NUM
easat-2347	173	4	-	-	SYM
easat-2347	173	5	1827	1827	NUM
easat-2347	173	6	,	,	PUNCT
easat-2347	173	7	2024	2024	NUM
easat-2347	173	8	doi	doi	NOUN
easat-2347	173	9	:	:	PUNCT
easat-2347	173	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	173	11	©	©	PROPN
easat-2347	173	12	2024	2024	NUM
easat-2347	173	13	by	by	ADP
easat-2347	173	14	the	the	DET
easat-2347	173	15	authors	author	NOUN
easat-2347	173	16	;	;	PUNCT
easat-2347	173	17	licensee	licensee	PROPN
easat-2347	173	18	learning	learn	VERB
easat-2347	173	19	gate	gate	PROPN
easat-2347	173	20	figure	figure	NOUN
easat-2347	173	21	3	3	NUM
easat-2347	173	22	.	.	PUNCT
easat-2347	173	23	rainfall	rainfall	NOUN
easat-2347	173	24	prediction	prediction	NOUN
easat-2347	173	25	for	for	ADP
easat-2347	173	26	2024	2024	NUM
easat-2347	173	27	compared	compare	VERB
easat-2347	173	28	with	with	ADP
easat-2347	173	29	2023	2023	NUM
easat-2347	173	30	and	and	CCONJ
easat-2347	173	31	2023	2023	NUM
easat-2347	173	32	rainfall	rainfall	NOUN
easat-2347	173	33	under	under	ADP
easat-2347	173	34	the	the	DET
easat-2347	173	35	cold	cold	ADJ
easat-2347	173	36	and	and	CCONJ
easat-2347	173	37	semiarid	semiarid	ADJ
easat-2347	173	38	steppe	steppe	PROPN
easat-2347	173	39	(	(	PUNCT
easat-2347	173	40	bloemfontein	bloemfontein	PROPN
easat-2347	173	41	,	,	PUNCT
easat-2347	173	42	springfontein	springfontein	NOUN
easat-2347	173	43	,	,	PUNCT
easat-2347	173	44	and	and	CCONJ
easat-2347	173	45	welkom	welkom	NOUN
easat-2347	173	46	)	)	PUNCT
easat-2347	173	47	.	.	PUNCT
easat-2347	174	1	0	0	NUM
easat-2347	174	2	50	50	NUM
easat-2347	174	3	100	100	NUM
easat-2347	174	4	150	150	NUM
easat-2347	174	5	jan	jan	PROPN
easat-2347	174	6	feb	feb	PROPN
easat-2347	174	7	mar	mar	PROPN
easat-2347	174	8	apr	apr	PROPN
easat-2347	174	9	may	may	AUX
easat-2347	174	10	jun	jun	PROPN
easat-2347	174	11	jul	jul	PROPN
easat-2347	174	12	aug	aug	PROPN
easat-2347	174	13	sep	sep	PROPN
easat-2347	174	14	oct	oct	PROPN
easat-2347	174	15	nov	nov	PROPN
easat-2347	174	16	decr	decr	VERB
easat-2347	174	17	a	a	PRON
easat-2347	174	18	in	in	ADP
easat-2347	174	19	fa	fa	INTJ
easat-2347	174	20	ll	ll	AUX
easat-2347	174	21	(	(	PUNCT
easat-2347	174	22	m	m	NOUN
easat-2347	174	23	m	m	ADJ
easat-2347	174	24	)	)	PUNCT
easat-2347	174	25	months	month	NOUN
easat-2347	174	26	bloemfontein	bloemfontein	NOUN
easat-2347	174	27	2022	2022	NUM
easat-2347	174	28	2023	2023	NUM
easat-2347	174	29	2024	2024	NUM
easat-2347	174	30	0	0	NUM
easat-2347	174	31	50	50	NUM
easat-2347	174	32	100	100	NUM
easat-2347	174	33	150	150	NUM
easat-2347	174	34	200	200	NUM
easat-2347	174	35	jan	jan	PROPN
easat-2347	174	36	feb	feb	PROPN
easat-2347	174	37	mar	mar	PROPN
easat-2347	174	38	apr	apr	PROPN
easat-2347	174	39	may	may	PROPN
easat-2347	174	40	jun	jun	PROPN
easat-2347	174	41	jul	jul	PROPN
easat-2347	174	42	aug	aug	PROPN
easat-2347	174	43	sep	sep	PROPN
easat-2347	174	44	oct	oct	PROPN
easat-2347	174	45	nov	nov	PROPN
easat-2347	174	46	dec	dec	PROPN
easat-2347	174	47	r	r	PROPN
easat-2347	174	48	a	a	PRON
easat-2347	174	49	in	in	ADP
easat-2347	174	50	fa	fa	INTJ
easat-2347	174	51	ll	ll	AUX
easat-2347	174	52	(	(	PUNCT
easat-2347	174	53	m	m	NOUN
easat-2347	174	54	m	m	ADJ
easat-2347	174	55	)	)	PUNCT
easat-2347	174	56	months	month	NOUN
easat-2347	174	57	springfontein	springfontein	VERB
easat-2347	174	58	2022	2022	NUM
easat-2347	174	59	2023	2023	NUM
easat-2347	174	60	2024	2024	NUM
easat-2347	174	61	0	0	NUM
easat-2347	174	62	50	50	NUM
easat-2347	174	63	100	100	NUM
easat-2347	174	64	150	150	NUM
easat-2347	174	65	200	200	NUM
easat-2347	174	66	250	250	NUM
easat-2347	174	67	jan	jan	PROPN
easat-2347	174	68	feb	feb	PROPN
easat-2347	174	69	mar	mar	PROPN
easat-2347	174	70	apr	apr	PROPN
easat-2347	175	1	may	may	AUX
easat-2347	175	2	jun	jun	PROPN
easat-2347	175	3	jul	jul	PROPN
easat-2347	175	4	aug	aug	PROPN
easat-2347	175	5	sep	sep	PROPN
easat-2347	175	6	oct	oct	PROPN
easat-2347	175	7	nov	nov	PROPN
easat-2347	175	8	dec	dec	PROPN
easat-2347	175	9	r	r	PROPN
easat-2347	175	10	a	a	PRON
easat-2347	175	11	in	in	ADP
easat-2347	175	12	fa	fa	INTJ
easat-2347	175	13	ll	ll	AUX
easat-2347	175	14	(	(	PUNCT
easat-2347	175	15	m	m	NOUN
easat-2347	175	16	m	m	ADJ
easat-2347	175	17	)	)	PUNCT
easat-2347	175	18	months	month	NOUN
easat-2347	175	19	welkom	welkom	X
easat-2347	175	20	2022	2022	NUM
easat-2347	175	21	2023	2023	NUM
easat-2347	175	22	2024	2024	NUM
easat-2347	175	23	1812	1812	NUM
easat-2347	175	24	edelweiss	edelweiss	PROPN
easat-2347	175	25	applied	apply	VERB
easat-2347	175	26	science	science	NOUN
easat-2347	175	27	and	and	CCONJ
easat-2347	175	28	technology	technology	NOUN
easat-2347	175	29	issn	issn	PROPN
easat-2347	175	30	:	:	PUNCT
easat-2347	175	31	2576	2576	NUM
easat-2347	175	32	-	-	SYM
easat-2347	175	33	8484	8484	NUM
easat-2347	175	34	vol	vol	NOUN
easat-2347	175	35	.	.	PROPN
easat-2347	175	36	8	8	NUM
easat-2347	175	37	,	,	PUNCT
easat-2347	175	38	no	no	INTJ
easat-2347	175	39	.	.	NOUN
easat-2347	176	1	6	6	NUM
easat-2347	176	2	:	:	SYM
easat-2347	176	3	1805	1805	NUM
easat-2347	176	4	-	-	SYM
easat-2347	176	5	1827	1827	NUM
easat-2347	176	6	,	,	PUNCT
easat-2347	176	7	2024	2024	NUM
easat-2347	176	8	doi	doi	NOUN
easat-2347	176	9	:	:	PUNCT
easat-2347	176	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	176	11	©	©	PROPN
easat-2347	176	12	2024	2024	NUM
easat-2347	176	13	by	by	ADP
easat-2347	176	14	the	the	DET
easat-2347	176	15	authors	author	NOUN
easat-2347	176	16	;	;	PUNCT
easat-2347	176	17	licensee	licensee	PROPN
easat-2347	176	18	learning	learning	NOUN
easat-2347	176	19	gate	gate	NOUN
easat-2347	176	20	4.2	4.2	NUM
easat-2347	176	21	.	.	PUNCT
easat-2347	177	1	cold	cold	ADJ
easat-2347	177	2	arid	arid	PROPN
easat-2347	177	3	desert	desert	PROPN
easat-2347	177	4	figure	figure	NOUN
easat-2347	177	5	4	4	NUM
easat-2347	177	6	shows	show	VERB
easat-2347	177	7	rainfall	rainfall	NOUN
easat-2347	177	8	predictions	prediction	NOUN
easat-2347	177	9	for	for	ADP
easat-2347	177	10	alexander	alexander	PROPN
easat-2347	177	11	bay	bay	PROPN
easat-2347	177	12	,	,	PUNCT
easat-2347	177	13	beaufort	beaufort	PROPN
easat-2347	177	14	west	west	PROPN
easat-2347	177	15	,	,	PUNCT
easat-2347	177	16	and	and	CCONJ
easat-2347	177	17	bristown	bristown	VERB
easat-2347	177	18	in	in	ADP
easat-2347	177	19	the	the	DET
easat-2347	177	20	cold	cold	ADJ
easat-2347	177	21	,	,	PUNCT
easat-2347	177	22	arid	arid	NOUN
easat-2347	177	23	desert	desert	NOUN
easat-2347	177	24	.	.	PUNCT
easat-2347	178	1	the	the	DET
easat-2347	178	2	amount	amount	NOUN
easat-2347	178	3	of	of	ADP
easat-2347	178	4	rainfall	rainfall	NOUN
easat-2347	178	5	expected	expect	VERB
easat-2347	178	6	in	in	ADP
easat-2347	178	7	alexander	alexander	PROPN
easat-2347	178	8	bay	bay	PROPN
easat-2347	178	9	is	be	AUX
easat-2347	178	10	more	more	ADV
easat-2347	178	11	in	in	ADP
easat-2347	178	12	2024	2024	NUM
easat-2347	178	13	compared	compare	VERB
easat-2347	178	14	to	to	ADP
easat-2347	178	15	2023	2023	NUM
easat-2347	178	16	for	for	ADP
easat-2347	178	17	the	the	DET
easat-2347	178	18	first	first	ADJ
easat-2347	178	19	two	two	NUM
easat-2347	178	20	months	month	NOUN
easat-2347	178	21	as	as	SCONJ
easat-2347	178	22	there	there	PRON
easat-2347	178	23	was	be	VERB
easat-2347	178	24	little	little	ADJ
easat-2347	178	25	or	or	CCONJ
easat-2347	178	26	no	no	PRON
easat-2347	178	27	rainfall	rainfall	NOUN
easat-2347	178	28	those	those	DET
easat-2347	178	29	months	month	NOUN
easat-2347	178	30	in	in	ADP
easat-2347	178	31	2023	2023	NUM
easat-2347	178	32	;	;	PUNCT
easat-2347	178	33	however	however	ADV
easat-2347	178	34	,	,	PUNCT
easat-2347	178	35	compared	compare	VERB
easat-2347	178	36	to	to	ADP
easat-2347	178	37	2022	2022	NUM
easat-2347	178	38	,	,	PUNCT
easat-2347	178	39	rainfall	rainfall	NOUN
easat-2347	178	40	expected	expect	VERB
easat-2347	178	41	in	in	ADP
easat-2347	178	42	january	january	PROPN
easat-2347	178	43	and	and	CCONJ
easat-2347	178	44	february	february	PROPN
easat-2347	178	45	is	be	AUX
easat-2347	178	46	less	less	ADJ
easat-2347	178	47	than	than	ADP
easat-2347	178	48	half	half	NOUN
easat-2347	178	49	of	of	ADP
easat-2347	178	50	what	what	PRON
easat-2347	178	51	was	be	AUX
easat-2347	178	52	received	receive	VERB
easat-2347	178	53	in	in	ADP
easat-2347	178	54	2022	2022	NUM
easat-2347	178	55	.	.	PUNCT
easat-2347	179	1	a	a	DET
easat-2347	179	2	similar	similar	ADJ
easat-2347	179	3	amount	amount	NOUN
easat-2347	179	4	of	of	ADP
easat-2347	179	5	rainfall	rainfall	NOUN
easat-2347	179	6	is	be	AUX
easat-2347	179	7	expected	expect	VERB
easat-2347	179	8	in	in	ADP
easat-2347	179	9	march	march	PROPN
easat-2347	179	10	as	as	ADP
easat-2347	179	11	in	in	ADP
easat-2347	179	12	2022	2022	NUM
easat-2347	179	13	and	and	CCONJ
easat-2347	179	14	2023	2023	NUM
easat-2347	179	15	.	.	PUNCT
easat-2347	180	1	in	in	ADP
easat-2347	180	2	april	april	PROPN
easat-2347	180	3	and	and	CCONJ
easat-2347	180	4	may	may	AUX
easat-2347	180	5	,	,	PUNCT
easat-2347	180	6	more	more	ADJ
easat-2347	180	7	rainfall	rainfall	NOUN
easat-2347	180	8	is	be	AUX
easat-2347	180	9	expected	expect	VERB
easat-2347	180	10	in	in	ADP
easat-2347	180	11	2024	2024	NUM
easat-2347	180	12	,	,	PUNCT
easat-2347	180	13	more	more	ADJ
easat-2347	180	14	than	than	ADP
easat-2347	180	15	double	double	ADJ
easat-2347	180	16	what	what	PRON
easat-2347	180	17	was	be	AUX
easat-2347	180	18	received	receive	VERB
easat-2347	180	19	in	in	ADP
easat-2347	180	20	previous	previous	ADJ
easat-2347	180	21	years	year	NOUN
easat-2347	180	22	.	.	PUNCT
easat-2347	181	1	while	while	SCONJ
easat-2347	181	2	rainfall	rainfall	NOUN
easat-2347	181	3	in	in	ADP
easat-2347	181	4	alexander	alexander	PROPN
easat-2347	181	5	bay	bay	PROPN
easat-2347	181	6	was	be	AUX
easat-2347	181	7	about	about	ADV
easat-2347	181	8	2	2	NUM
easat-2347	181	9	mm	mm	NUM
easat-2347	181	10	and	and	CCONJ
easat-2347	181	11	4	4	NUM
easat-2347	181	12	mm	mm	NOUN
easat-2347	181	13	for	for	ADP
easat-2347	181	14	april	april	PROPN
easat-2347	181	15	and	and	CCONJ
easat-2347	181	16	may	may	PROPN
easat-2347	181	17	of	of	ADP
easat-2347	181	18	2022	2022	NUM
easat-2347	181	19	,	,	PUNCT
easat-2347	181	20	in	in	ADP
easat-2347	181	21	2023	2023	NUM
easat-2347	181	22	,	,	PUNCT
easat-2347	181	23	it	it	PRON
easat-2347	181	24	was	be	AUX
easat-2347	181	25	about	about	ADV
easat-2347	181	26	4	4	NUM
easat-2347	181	27	mm	mm	NUM
easat-2347	181	28	and	and	CCONJ
easat-2347	181	29	3	3	NUM
easat-2347	181	30	mm	mm	NOUN
easat-2347	181	31	for	for	ADP
easat-2347	181	32	april	april	PROPN
easat-2347	181	33	and	and	CCONJ
easat-2347	181	34	may	may	AUX
easat-2347	181	35	,	,	PUNCT
easat-2347	181	36	respectively	respectively	ADV
easat-2347	181	37	.	.	PUNCT
easat-2347	182	1	it	it	PRON
easat-2347	182	2	is	be	AUX
easat-2347	182	3	expected	expect	VERB
easat-2347	182	4	that	that	SCONJ
easat-2347	182	5	rainfall	rainfall	NOUN
easat-2347	182	6	for	for	ADP
easat-2347	182	7	those	those	DET
easat-2347	182	8	months	month	NOUN
easat-2347	182	9	in	in	ADP
easat-2347	182	10	2024	2024	NUM
easat-2347	182	11	will	will	AUX
easat-2347	182	12	be	be	AUX
easat-2347	182	13	about	about	ADV
easat-2347	182	14	13	13	NUM
easat-2347	182	15	mm	mm	NOUN
easat-2347	182	16	and	and	CCONJ
easat-2347	182	17	11	11	NUM
easat-2347	182	18	mm	mm	NOUN
easat-2347	182	19	,	,	PUNCT
easat-2347	182	20	indicating	indicate	VERB
easat-2347	182	21	that	that	SCONJ
easat-2347	182	22	more	more	ADJ
easat-2347	182	23	rainfall	rainfall	NOUN
easat-2347	182	24	is	be	AUX
easat-2347	182	25	expected	expect	VERB
easat-2347	182	26	in	in	ADP
easat-2347	182	27	the	the	DET
easat-2347	182	28	winter	winter	NOUN
easat-2347	182	29	of	of	ADP
easat-2347	182	30	2024	2024	NUM
easat-2347	182	31	compared	compare	VERB
easat-2347	182	32	to	to	ADP
easat-2347	182	33	other	other	ADJ
easat-2347	182	34	years	year	NOUN
easat-2347	182	35	.	.	PUNCT
easat-2347	183	1	however	however	ADV
easat-2347	183	2	,	,	PUNCT
easat-2347	183	3	this	this	DET
easat-2347	183	4	amount	amount	NOUN
easat-2347	183	5	of	of	ADP
easat-2347	183	6	rainfall	rainfall	NOUN
easat-2347	183	7	is	be	AUX
easat-2347	183	8	still	still	ADV
easat-2347	183	9	significantly	significantly	ADV
easat-2347	183	10	small	small	ADJ
easat-2347	183	11	as	as	SCONJ
easat-2347	183	12	it	it	PRON
easat-2347	183	13	may	may	AUX
easat-2347	183	14	all	all	PRON
easat-2347	183	15	be	be	AUX
easat-2347	183	16	showers	shower	NOUN
easat-2347	183	17	.	.	PUNCT
easat-2347	184	1	in	in	ADP
easat-2347	184	2	autumn	autumn	NOUN
easat-2347	184	3	,	,	PUNCT
easat-2347	184	4	2023	2023	NUM
easat-2347	184	5	received	receive	VERB
easat-2347	184	6	more	more	ADJ
easat-2347	184	7	rainfall	rainfall	NOUN
easat-2347	184	8	than	than	SCONJ
easat-2347	184	9	expected	expect	VERB
easat-2347	184	10	in	in	ADP
easat-2347	184	11	autumn	autumn	NOUN
easat-2347	184	12	2024	2024	NUM
easat-2347	184	13	,	,	PUNCT
easat-2347	184	14	with	with	ADP
easat-2347	184	15	the	the	DET
easat-2347	184	16	amount	amount	NOUN
easat-2347	184	17	of	of	ADP
easat-2347	184	18	rainfall	rainfall	NOUN
easat-2347	184	19	expected	expect	VERB
easat-2347	184	20	to	to	PART
easat-2347	184	21	reduce	reduce	VERB
easat-2347	184	22	by	by	ADP
easat-2347	184	23	about	about	ADV
easat-2347	184	24	half	half	NOUN
easat-2347	184	25	compared	compare	VERB
easat-2347	184	26	to	to	ADP
easat-2347	184	27	2023	2023	NUM
easat-2347	184	28	.	.	PUNCT
easat-2347	185	1	there	there	PRON
easat-2347	185	2	is	be	VERB
easat-2347	185	3	a	a	DET
easat-2347	185	4	slight	slight	ADJ
easat-2347	185	5	increase	increase	NOUN
easat-2347	185	6	in	in	ADP
easat-2347	185	7	rainfall	rainfall	NOUN
easat-2347	185	8	expected	expect	VERB
easat-2347	185	9	in	in	ADP
easat-2347	185	10	september	september	PROPN
easat-2347	185	11	,	,	PUNCT
easat-2347	185	12	october	october	PROPN
easat-2347	185	13	,	,	PUNCT
easat-2347	185	14	and	and	CCONJ
easat-2347	185	15	december	december	PROPN
easat-2347	185	16	compared	compare	VERB
easat-2347	185	17	to	to	ADP
easat-2347	185	18	2023	2023	NUM
easat-2347	185	19	,	,	PUNCT
easat-2347	185	20	though	though	SCONJ
easat-2347	185	21	this	this	DET
easat-2347	185	22	increase	increase	NOUN
easat-2347	185	23	is	be	AUX
easat-2347	185	24	negligible	negligible	ADJ
easat-2347	185	25	.	.	PUNCT
easat-2347	186	1	therefore	therefore	ADV
easat-2347	186	2	,	,	PUNCT
easat-2347	186	3	2024	2024	NUM
easat-2347	186	4	is	be	AUX
easat-2347	186	5	expected	expect	VERB
easat-2347	186	6	to	to	PART
easat-2347	186	7	be	be	AUX
easat-2347	186	8	another	another	DET
easat-2347	186	9	dry	dry	ADJ
easat-2347	186	10	year	year	NOUN
easat-2347	186	11	in	in	ADP
easat-2347	186	12	alexander	alexander	PROPN
easat-2347	186	13	bay	bay	PROPN
easat-2347	186	14	.	.	PUNCT
easat-2347	187	1	in	in	ADP
easat-2347	187	2	beaufort	beaufort	PROPN
easat-2347	187	3	west	west	PROPN
easat-2347	187	4	,	,	PUNCT
easat-2347	187	5	2024	2024	NUM
easat-2347	187	6	is	be	AUX
easat-2347	187	7	expected	expect	VERB
easat-2347	187	8	to	to	PART
easat-2347	187	9	be	be	AUX
easat-2347	187	10	another	another	PRON
easat-2347	187	11	dry	dry	ADJ
easat-2347	187	12	.	.	PUNCT
easat-2347	188	1	only	only	ADV
easat-2347	188	2	in	in	ADP
easat-2347	188	3	the	the	DET
easat-2347	188	4	first	first	ADJ
easat-2347	188	5	three	three	NUM
easat-2347	188	6	months	month	NOUN
easat-2347	188	7	is	be	AUX
easat-2347	188	8	rainfall	rainfall	NOUN
easat-2347	188	9	above	above	ADP
easat-2347	188	10	50	50	NUM
easat-2347	188	11	mm	mm	NOUN
easat-2347	188	12	expected	expect	VERB
easat-2347	188	13	,	,	PUNCT
easat-2347	188	14	but	but	CCONJ
easat-2347	188	15	all	all	PRON
easat-2347	188	16	under	under	ADP
easat-2347	188	17	80	80	NUM
easat-2347	188	18	mm	mm	NOUN
easat-2347	188	19	.	.	PUNCT
easat-2347	189	1	the	the	DET
easat-2347	189	2	amount	amount	NOUN
easat-2347	189	3	of	of	ADP
easat-2347	189	4	rainfall	rainfall	NOUN
easat-2347	189	5	received	receive	VERB
easat-2347	189	6	in	in	ADP
easat-2347	189	7	january	january	PROPN
easat-2347	189	8	2022	2022	NUM
easat-2347	189	9	was	be	AUX
easat-2347	189	10	reduced	reduce	VERB
easat-2347	189	11	by	by	ADP
easat-2347	189	12	almost	almost	ADV
easat-2347	189	13	half	half	NOUN
easat-2347	189	14	compared	compare	VERB
easat-2347	189	15	to	to	ADP
easat-2347	189	16	january	january	PROPN
easat-2347	189	17	2023	2023	NUM
easat-2347	189	18	.	.	PUNCT
easat-2347	190	1	this	this	DET
easat-2347	190	2	amount	amount	NOUN
easat-2347	190	3	was	be	AUX
easat-2347	190	4	maintained	maintain	VERB
easat-2347	190	5	in	in	ADP
easat-2347	190	6	2023	2023	NUM
easat-2347	190	7	;	;	PUNCT
easat-2347	190	8	however	however	ADV
easat-2347	190	9	,	,	PUNCT
easat-2347	190	10	it	it	PRON
easat-2347	190	11	is	be	AUX
easat-2347	190	12	predicted	predict	VERB
easat-2347	190	13	that	that	SCONJ
easat-2347	190	14	february	february	PROPN
easat-2347	190	15	2024	2024	NUM
easat-2347	190	16	rainfall	rainfall	NOUN
easat-2347	190	17	will	will	AUX
easat-2347	190	18	be	be	AUX
easat-2347	190	19	more	more	ADJ
easat-2347	190	20	than	than	ADP
easat-2347	190	21	that	that	PRON
easat-2347	190	22	of	of	ADP
easat-2347	190	23	2022	2022	NUM
easat-2347	190	24	and	and	CCONJ
easat-2347	190	25	2023	2023	NUM
easat-2347	190	26	.	.	PUNCT
easat-2347	191	1	the	the	DET
easat-2347	191	2	amount	amount	NOUN
easat-2347	191	3	of	of	ADP
easat-2347	191	4	rainfall	rainfall	NOUN
easat-2347	191	5	expected	expect	VERB
easat-2347	191	6	in	in	ADP
easat-2347	191	7	february	february	PROPN
easat-2347	191	8	is	be	AUX
easat-2347	191	9	similar	similar	ADJ
easat-2347	191	10	to	to	ADP
easat-2347	191	11	that	that	PRON
easat-2347	191	12	expected	expect	VERB
easat-2347	191	13	in	in	ADP
easat-2347	191	14	march	march	PROPN
easat-2347	191	15	in	in	ADP
easat-2347	191	16	beaufort	beaufort	PROPN
easat-2347	191	17	west	west	PROPN
easat-2347	191	18	.	.	PUNCT
easat-2347	192	1	this	this	PRON
easat-2347	192	2	is	be	AUX
easat-2347	192	3	less	less	ADJ
easat-2347	192	4	than	than	ADP
easat-2347	192	5	half	half	NOUN
easat-2347	192	6	of	of	ADP
easat-2347	192	7	what	what	PRON
easat-2347	192	8	was	be	AUX
easat-2347	192	9	received	receive	VERB
easat-2347	192	10	in	in	ADP
easat-2347	192	11	march	march	PROPN
easat-2347	192	12	compared	compare	VERB
easat-2347	192	13	to	to	ADP
easat-2347	192	14	other	other	ADJ
easat-2347	192	15	years	year	NOUN
easat-2347	192	16	.	.	PUNCT
easat-2347	193	1	although	although	SCONJ
easat-2347	193	2	there	there	PRON
easat-2347	193	3	was	be	VERB
easat-2347	193	4	a	a	DET
easat-2347	193	5	significant	significant	ADJ
easat-2347	193	6	decrease	decrease	NOUN
easat-2347	193	7	from	from	ADP
easat-2347	193	8	march	march	PROPN
easat-2347	193	9	to	to	ADP
easat-2347	193	10	april	april	PROPN
easat-2347	193	11	by	by	ADP
easat-2347	193	12	over	over	ADP
easat-2347	193	13	150	150	NUM
easat-2347	193	14	mm	mm	NOUN
easat-2347	193	15	in	in	ADP
easat-2347	193	16	2022	2022	NUM
easat-2347	193	17	and	and	CCONJ
easat-2347	193	18	2023	2023	NUM
easat-2347	193	19	,	,	PUNCT
easat-2347	193	20	the	the	DET
easat-2347	193	21	reduction	reduction	NOUN
easat-2347	193	22	in	in	ADP
easat-2347	193	23	2024	2024	NUM
easat-2347	193	24	was	be	AUX
easat-2347	193	25	about	about	ADV
easat-2347	193	26	30	30	NUM
easat-2347	193	27	mm	mm	NOUN
easat-2347	193	28	.	.	PUNCT
easat-2347	194	1	the	the	DET
easat-2347	194	2	rainfall	rainfall	NOUN
easat-2347	194	3	expected	expect	VERB
easat-2347	194	4	in	in	ADP
easat-2347	194	5	late	late	ADJ
easat-2347	194	6	winter	winter	NOUN
easat-2347	194	7	,	,	PUNCT
easat-2347	194	8	early	early	ADJ
easat-2347	194	9	autumn	autumn	NOUN
easat-2347	194	10	,	,	PUNCT
easat-2347	194	11	and	and	CCONJ
easat-2347	194	12	spring	spring	NOUN
easat-2347	194	13	is	be	AUX
easat-2347	194	14	similar	similar	ADJ
easat-2347	194	15	to	to	ADP
easat-2347	194	16	2024	2024	NUM
easat-2347	194	17	.	.	PUNCT
easat-2347	195	1	more	more	ADJ
easat-2347	195	2	rainfall	rainfall	NOUN
easat-2347	195	3	is	be	AUX
easat-2347	195	4	expected	expect	VERB
easat-2347	195	5	in	in	ADP
easat-2347	195	6	the	the	DET
easat-2347	195	7	last	last	ADJ
easat-2347	195	8	three	three	NUM
easat-2347	195	9	months	month	NOUN
easat-2347	195	10	of	of	ADP
easat-2347	195	11	the	the	DET
easat-2347	195	12	year	year	NOUN
easat-2347	195	13	compared	compare	VERB
easat-2347	195	14	to	to	ADP
easat-2347	195	15	2023	2023	NUM
easat-2347	195	16	.	.	PUNCT
easat-2347	196	1	in	in	ADP
easat-2347	196	2	bristown	bristown	NOUN
easat-2347	196	3	,	,	PUNCT
easat-2347	196	4	a	a	DET
easat-2347	196	5	similar	similar	ADJ
easat-2347	196	6	rainfall	rainfall	NOUN
easat-2347	196	7	pattern	pattern	NOUN
easat-2347	196	8	is	be	AUX
easat-2347	196	9	seen	see	VERB
easat-2347	196	10	across	across	ADP
easat-2347	196	11	the	the	DET
easat-2347	196	12	months	month	NOUN
easat-2347	196	13	,	,	PUNCT
easat-2347	196	14	with	with	ADP
easat-2347	196	15	higher	high	ADJ
easat-2347	196	16	rainfall	rainfall	NOUN
easat-2347	196	17	in	in	ADP
easat-2347	196	18	the	the	DET
easat-2347	196	19	early	early	ADJ
easat-2347	196	20	parts	part	NOUN
easat-2347	196	21	of	of	ADP
easat-2347	196	22	the	the	DET
easat-2347	196	23	year	year	NOUN
easat-2347	196	24	,	,	PUNCT
easat-2347	196	25	reduced	reduce	VERB
easat-2347	196	26	during	during	ADP
easat-2347	196	27	winter	winter	NOUN
easat-2347	196	28	and	and	CCONJ
easat-2347	196	29	autumn	autumn	NOUN
easat-2347	196	30	,	,	PUNCT
easat-2347	196	31	and	and	CCONJ
easat-2347	196	32	increases	increase	NOUN
easat-2347	196	33	from	from	ADP
easat-2347	196	34	late	late	ADJ
easat-2347	196	35	spring	spring	NOUN
easat-2347	196	36	to	to	ADP
easat-2347	196	37	early	early	ADJ
easat-2347	196	38	summer	summer	NOUN
easat-2347	196	39	.	.	PUNCT
easat-2347	197	1	it	it	PRON
easat-2347	197	2	is	be	AUX
easat-2347	197	3	predicted	predict	VERB
easat-2347	197	4	that	that	SCONJ
easat-2347	197	5	over	over	ADP
easat-2347	197	6	100	100	NUM
easat-2347	197	7	mm	mm	NOUN
easat-2347	197	8	monthly	monthly	ADJ
easat-2347	197	9	rainfall	rainfall	NOUN
easat-2347	197	10	will	will	AUX
easat-2347	197	11	be	be	AUX
easat-2347	197	12	received	receive	VERB
easat-2347	197	13	in	in	ADP
easat-2347	197	14	2024	2024	NUM
easat-2347	197	15	from	from	ADP
easat-2347	197	16	january	january	PROPN
easat-2347	197	17	to	to	ADP
easat-2347	197	18	april	april	PROPN
easat-2347	197	19	,	,	PUNCT
easat-2347	197	20	an	an	DET
easat-2347	197	21	increase	increase	NOUN
easat-2347	197	22	from	from	ADP
easat-2347	197	23	2023	2023	NUM
easat-2347	197	24	with	with	ADP
easat-2347	197	25	no	no	DET
easat-2347	197	26	month	month	NOUN
easat-2347	197	27	receiving	receive	VERB
easat-2347	197	28	up	up	ADP
easat-2347	197	29	to	to	PART
easat-2347	197	30	75	75	NUM
easat-2347	197	31	mm	mm	NOUN
easat-2347	197	32	except	except	SCONJ
easat-2347	197	33	in	in	ADP
easat-2347	197	34	december	december	PROPN
easat-2347	197	35	.	.	PUNCT
easat-2347	198	1	compared	compare	VERB
easat-2347	198	2	with	with	ADP
easat-2347	198	3	2022	2022	NUM
easat-2347	198	4	,	,	PUNCT
easat-2347	198	5	with	with	SCONJ
easat-2347	198	6	high	high	ADJ
easat-2347	198	7	rainfall	rainfall	NOUN
easat-2347	198	8	received	receive	VERB
easat-2347	198	9	,	,	PUNCT
easat-2347	198	10	only	only	ADV
easat-2347	198	11	in	in	ADP
easat-2347	198	12	january	january	PROPN
easat-2347	198	13	,	,	PUNCT
easat-2347	198	14	march	march	PROPN
easat-2347	198	15	,	,	PUNCT
easat-2347	198	16	may	may	AUX
easat-2347	198	17	,	,	PUNCT
easat-2347	198	18	september	september	PROPN
easat-2347	198	19	,	,	PUNCT
easat-2347	198	20	and	and	CCONJ
easat-2347	198	21	december	december	PROPN
easat-2347	198	22	did	do	AUX
easat-2347	198	23	2022	2022	NUM
easat-2347	198	24	receive	receive	VERB
easat-2347	198	25	more	more	ADJ
easat-2347	198	26	rainfall	rainfall	NOUN
easat-2347	198	27	than	than	SCONJ
easat-2347	198	28	predicted	predict	VERB
easat-2347	198	29	for	for	ADP
easat-2347	198	30	2024	2024	NUM
easat-2347	198	31	.	.	PUNCT
easat-2347	199	1	the	the	DET
easat-2347	199	2	total	total	ADJ
easat-2347	199	3	amount	amount	NOUN
easat-2347	199	4	of	of	ADP
easat-2347	199	5	rainfall	rainfall	NOUN
easat-2347	199	6	expected	expect	VERB
easat-2347	199	7	in	in	ADP
easat-2347	199	8	2024	2024	NUM
easat-2347	199	9	is	be	AUX
easat-2347	199	10	similar	similar	ADJ
easat-2347	199	11	to	to	ADP
easat-2347	199	12	the	the	DET
easat-2347	199	13	amount	amount	NOUN
easat-2347	199	14	received	receive	VERB
easat-2347	199	15	in	in	ADP
easat-2347	199	16	2022	2022	NUM
easat-2347	199	17	,	,	PUNCT
easat-2347	199	18	almost	almost	ADV
easat-2347	199	19	twice	twice	DET
easat-2347	199	20	the	the	DET
easat-2347	199	21	amount	amount	NOUN
easat-2347	199	22	received	receive	VERB
easat-2347	199	23	in	in	ADP
easat-2347	199	24	2023	2023	NUM
easat-2347	199	25	.	.	PUNCT
easat-2347	200	1	that	that	PRON
easat-2347	200	2	means	mean	VERB
easat-2347	200	3	that	that	SCONJ
easat-2347	200	4	2024	2024	NUM
easat-2347	200	5	rainfall	rainfall	NOUN
easat-2347	200	6	in	in	ADP
easat-2347	200	7	bristown	bristown	PROPN
easat-2347	200	8	is	be	AUX
easat-2347	200	9	expected	expect	VERB
easat-2347	200	10	to	to	PART
easat-2347	200	11	double	double	VERB
easat-2347	200	12	the	the	DET
easat-2347	200	13	rainfall	rainfall	NOUN
easat-2347	200	14	received	receive	VERB
easat-2347	200	15	in	in	ADP
easat-2347	200	16	2023	2023	NUM
easat-2347	200	17	.	.	PUNCT
easat-2347	201	1	also	also	ADV
easat-2347	201	2	,	,	PUNCT
easat-2347	201	3	in	in	ADP
easat-2347	201	4	2024	2024	NUM
easat-2347	201	5	,	,	PUNCT
easat-2347	201	6	more	more	ADJ
easat-2347	201	7	rainfall	rainfall	NOUN
easat-2347	201	8	is	be	AUX
easat-2347	201	9	expected	expect	VERB
easat-2347	201	10	during	during	ADP
easat-2347	201	11	later	later	ADJ
easat-2347	201	12	winter	winter	NOUN
easat-2347	201	13	and	and	CCONJ
easat-2347	201	14	early	early	ADJ
easat-2347	201	15	autumn	autumn	NOUN
easat-2347	201	16	compared	compare	VERB
easat-2347	201	17	to	to	ADP
easat-2347	201	18	other	other	ADJ
easat-2347	201	19	years	year	NOUN
easat-2347	201	20	.	.	PUNCT
easat-2347	202	1	january	january	PROPN
easat-2347	202	2	,	,	PUNCT
easat-2347	202	3	april	april	PROPN
easat-2347	202	4	,	,	PUNCT
easat-2347	202	5	and	and	CCONJ
easat-2347	202	6	december	december	PROPN
easat-2347	202	7	are	be	AUX
easat-2347	202	8	expected	expect	VERB
easat-2347	202	9	to	to	PART
easat-2347	202	10	receive	receive	VERB
easat-2347	202	11	the	the	DET
easat-2347	202	12	highest	high	ADJ
easat-2347	202	13	rainfall	rainfall	NOUN
easat-2347	202	14	in	in	ADP
easat-2347	202	15	2024	2024	NUM
easat-2347	202	16	in	in	ADP
easat-2347	202	17	bristown	bristown	NOUN
easat-2347	202	18	.	.	PUNCT
easat-2347	203	1	0	0	NUM
easat-2347	203	2	5	5	NUM
easat-2347	203	3	10	10	NUM
easat-2347	203	4	15	15	NUM
easat-2347	203	5	20	20	NUM
easat-2347	203	6	25	25	NUM
easat-2347	203	7	30	30	NUM
easat-2347	203	8	jan	jan	PROPN
easat-2347	203	9	feb	feb	PROPN
easat-2347	203	10	mar	mar	PROPN
easat-2347	203	11	apr	apr	PROPN
easat-2347	203	12	may	may	AUX
easat-2347	203	13	jun	jun	PROPN
easat-2347	203	14	jul	jul	PROPN
easat-2347	203	15	aug	aug	PROPN
easat-2347	203	16	sep	sep	PROPN
easat-2347	203	17	oct	oct	PROPN
easat-2347	203	18	nov	nov	PROPN
easat-2347	203	19	dec	dec	PROPN
easat-2347	203	20	r	r	PROPN
easat-2347	203	21	a	a	PRON
easat-2347	203	22	in	in	ADP
easat-2347	203	23	fa	fa	INTJ
easat-2347	203	24	ll	ll	AUX
easat-2347	203	25	(	(	PUNCT
easat-2347	203	26	m	m	NOUN
easat-2347	203	27	m	m	ADJ
easat-2347	203	28	)	)	PUNCT
easat-2347	203	29	months	month	NOUN
easat-2347	203	30	alexander	alexander	PROPN
easat-2347	203	31	bay	bay	PROPN
easat-2347	203	32	2022	2022	NUM
easat-2347	203	33	2023	2023	NUM
easat-2347	203	34	2024	2024	NUM
easat-2347	203	35	1813	1813	NUM
easat-2347	203	36	edelweiss	edelweiss	PROPN
easat-2347	203	37	applied	apply	VERB
easat-2347	203	38	science	science	NOUN
easat-2347	203	39	and	and	CCONJ
easat-2347	203	40	technology	technology	NOUN
easat-2347	203	41	issn	issn	PROPN
easat-2347	203	42	:	:	PUNCT
easat-2347	203	43	2576	2576	NUM
easat-2347	203	44	-	-	SYM
easat-2347	203	45	8484	8484	NUM
easat-2347	203	46	vol	vol	NOUN
easat-2347	203	47	.	.	PROPN
easat-2347	203	48	8	8	NUM
easat-2347	203	49	,	,	PUNCT
easat-2347	203	50	no	no	INTJ
easat-2347	203	51	.	.	NOUN
easat-2347	204	1	6	6	NUM
easat-2347	204	2	:	:	SYM
easat-2347	204	3	1805	1805	NUM
easat-2347	204	4	-	-	SYM
easat-2347	204	5	1827	1827	NUM
easat-2347	204	6	,	,	PUNCT
easat-2347	204	7	2024	2024	NUM
easat-2347	204	8	doi	doi	NOUN
easat-2347	204	9	:	:	PUNCT
easat-2347	204	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	204	11	©	©	PROPN
easat-2347	204	12	2024	2024	NUM
easat-2347	204	13	by	by	ADP
easat-2347	204	14	the	the	DET
easat-2347	204	15	authors	author	NOUN
easat-2347	204	16	;	;	PUNCT
easat-2347	204	17	licensee	licensee	PROPN
easat-2347	204	18	learning	learn	VERB
easat-2347	204	19	gate	gate	NOUN
easat-2347	204	20	figure	figure	NOUN
easat-2347	204	21	4	4	NUM
easat-2347	204	22	.	.	PUNCT
easat-2347	204	23	rainfall	rainfall	NOUN
easat-2347	204	24	prediction	prediction	NOUN
easat-2347	204	25	for	for	ADP
easat-2347	204	26	2024	2024	NUM
easat-2347	204	27	compared	compare	VERB
easat-2347	204	28	with	with	ADP
easat-2347	204	29	2023	2023	NUM
easat-2347	204	30	and	and	CCONJ
easat-2347	204	31	2023	2023	NUM
easat-2347	204	32	rainfall	rainfall	NOUN
easat-2347	204	33	under	under	ADP
easat-2347	204	34	the	the	DET
easat-2347	204	35	cold	cold	ADJ
easat-2347	204	36	arid	arid	PROPN
easat-2347	204	37	desert	desert	PROPN
easat-2347	204	38	(	(	PUNCT
easat-2347	204	39	alexander	alexander	PROPN
easat-2347	204	40	bay	bay	PROPN
easat-2347	204	41	,	,	PUNCT
easat-2347	204	42	beaufort	beaufort	PROPN
easat-2347	204	43	west	west	PROPN
easat-2347	204	44	,	,	PUNCT
easat-2347	204	45	and	and	CCONJ
easat-2347	204	46	bristown	bristown	VERB
easat-2347	204	47	)	)	PUNCT
easat-2347	204	48	.	.	PUNCT
easat-2347	205	1	4.3	4.3	NUM
easat-2347	205	2	.	.	PUNCT
easat-2347	205	3	hot	hot	ADJ
easat-2347	205	4	and	and	CCONJ
easat-2347	205	5	semi	semi	ADJ
easat-2347	205	6	-	-	ADJ
easat-2347	205	7	arid	arid	ADJ
easat-2347	205	8	steppe	steppe	NOUN
easat-2347	205	9	figure	figure	VERB
easat-2347	205	10	5	5	NUM
easat-2347	205	11	shows	show	VERB
easat-2347	205	12	the	the	DET
easat-2347	205	13	rainfall	rainfall	NOUN
easat-2347	205	14	prediction	prediction	NOUN
easat-2347	205	15	for	for	ADP
easat-2347	205	16	2024	2024	NUM
easat-2347	205	17	compared	compare	VERB
easat-2347	205	18	to	to	ADP
easat-2347	205	19	2022	2022	NUM
easat-2347	205	20	and	and	CCONJ
easat-2347	205	21	2023	2023	NUM
easat-2347	205	22	rainfall	rainfall	NOUN
easat-2347	205	23	for	for	ADP
easat-2347	205	24	kimberly	kimberly	NOUN
easat-2347	205	25	,	,	PUNCT
easat-2347	205	26	mahikeng	mahikeng	PROPN
easat-2347	205	27	,	,	PUNCT
easat-2347	205	28	and	and	CCONJ
easat-2347	205	29	port	port	PROPN
easat-2347	205	30	elizabeth	elizabeth	PROPN
easat-2347	205	31	under	under	ADP
easat-2347	205	32	the	the	DET
easat-2347	205	33	hot	hot	ADJ
easat-2347	205	34	and	and	CCONJ
easat-2347	205	35	semi	semi	ADJ
easat-2347	205	36	-	-	ADJ
easat-2347	205	37	arid	arid	ADJ
easat-2347	205	38	steppe	steppe	NOUN
easat-2347	205	39	climate	climate	NOUN
easat-2347	205	40	classification	classification	NOUN
easat-2347	205	41	.	.	PUNCT
easat-2347	206	1	in	in	ADP
easat-2347	206	2	kimberly	kimberly	NOUN
easat-2347	206	3	,	,	PUNCT
easat-2347	206	4	the	the	DET
easat-2347	206	5	figure	figure	NOUN
easat-2347	206	6	shows	show	VERB
easat-2347	206	7	that	that	SCONJ
easat-2347	206	8	it	it	PRON
easat-2347	206	9	is	be	AUX
easat-2347	206	10	expected	expect	VERB
easat-2347	206	11	to	to	PART
easat-2347	206	12	receive	receive	VERB
easat-2347	206	13	about	about	ADV
easat-2347	206	14	20	20	NUM
easat-2347	206	15	mm	mm	NOUN
easat-2347	206	16	more	more	ADJ
easat-2347	206	17	rainfall	rainfall	NOUN
easat-2347	206	18	in	in	ADP
easat-2347	206	19	january	january	PROPN
easat-2347	206	20	than	than	ADP
easat-2347	206	21	in	in	ADP
easat-2347	206	22	january	january	PROPN
easat-2347	206	23	2023	2023	NUM
easat-2347	206	24	and	and	CCONJ
easat-2347	206	25	10	10	NUM
easat-2347	206	26	mm	mm	NOUN
easat-2347	206	27	less	less	ADJ
easat-2347	206	28	in	in	ADP
easat-2347	206	29	january	january	PROPN
easat-2347	206	30	2022	2022	NUM
easat-2347	206	31	.	.	PUNCT
easat-2347	207	1	however	however	ADV
easat-2347	207	2	,	,	PUNCT
easat-2347	207	3	more	more	ADJ
easat-2347	207	4	rainfall	rainfall	NOUN
easat-2347	207	5	is	be	AUX
easat-2347	207	6	expected	expect	VERB
easat-2347	207	7	in	in	ADP
easat-2347	207	8	february	february	PROPN
easat-2347	207	9	.	.	PUNCT
easat-2347	208	1	there	there	PRON
easat-2347	208	2	was	be	VERB
easat-2347	208	3	an	an	DET
easat-2347	208	4	increase	increase	NOUN
easat-2347	208	5	in	in	ADP
easat-2347	208	6	rainfall	rainfall	NOUN
easat-2347	208	7	by	by	ADP
easat-2347	208	8	about	about	ADV
easat-2347	208	9	25	25	NUM
easat-2347	208	10	mm	mm	NOUN
easat-2347	208	11	in	in	ADP
easat-2347	208	12	february	february	PROPN
easat-2347	208	13	2022	2022	NUM
easat-2347	208	14	and	and	CCONJ
easat-2347	208	15	2023	2023	NUM
easat-2347	208	16	;	;	PUNCT
easat-2347	208	17	this	this	DET
easat-2347	208	18	estimated	estimate	VERB
easat-2347	208	19	increase	increase	NOUN
easat-2347	208	20	is	be	AUX
easat-2347	208	21	predicted	predict	VERB
easat-2347	208	22	for	for	ADP
easat-2347	208	23	february	february	PROPN
easat-2347	208	24	2023	2023	NUM
easat-2347	208	25	.	.	PUNCT
easat-2347	209	1	in	in	ADP
easat-2347	209	2	march	march	PROPN
easat-2347	209	3	,	,	PUNCT
easat-2347	209	4	a	a	DET
easat-2347	209	5	similar	similar	ADJ
easat-2347	209	6	amount	amount	NOUN
easat-2347	209	7	of	of	ADP
easat-2347	209	8	rainfall	rainfall	NOUN
easat-2347	209	9	compared	compare	VERB
easat-2347	209	10	to	to	ADP
easat-2347	209	11	2023	2023	NUM
easat-2347	209	12	is	be	AUX
easat-2347	209	13	expected	expect	VERB
easat-2347	209	14	in	in	ADP
easat-2347	209	15	kimberly	kimberly	ADV
easat-2347	209	16	in	in	ADP
easat-2347	209	17	2024	2024	NUM
easat-2347	209	18	,	,	PUNCT
easat-2347	209	19	with	with	ADP
easat-2347	209	20	a	a	DET
easat-2347	209	21	slight	slight	ADJ
easat-2347	209	22	reduction	reduction	NOUN
easat-2347	209	23	in	in	ADP
easat-2347	209	24	april	april	PROPN
easat-2347	209	25	.	.	PUNCT
easat-2347	210	1	however	however	ADV
easat-2347	210	2	,	,	PUNCT
easat-2347	210	3	the	the	DET
easat-2347	210	4	estimated	estimate	VERB
easat-2347	210	5	rainfall	rainfall	NOUN
easat-2347	210	6	for	for	ADP
easat-2347	210	7	april	april	PROPN
easat-2347	210	8	2024	2024	NUM
easat-2347	210	9	will	will	AUX
easat-2347	210	10	be	be	AUX
easat-2347	210	11	about	about	ADV
easat-2347	210	12	three	three	NUM
easat-2347	210	13	times	time	NOUN
easat-2347	210	14	what	what	PRON
easat-2347	210	15	was	be	AUX
easat-2347	210	16	experienced	experience	VERB
easat-2347	210	17	in	in	ADP
easat-2347	210	18	april	april	PROPN
easat-2347	210	19	2023	2023	NUM
easat-2347	210	20	and	and	CCONJ
easat-2347	210	21	about	about	ADV
easat-2347	210	22	30	30	NUM
easat-2347	210	23	mm	mm	NOUN
easat-2347	210	24	lower	low	ADJ
easat-2347	210	25	than	than	ADP
easat-2347	210	26	in	in	ADP
easat-2347	210	27	april	april	PROPN
easat-2347	210	28	2022	2022	NUM
easat-2347	210	29	.	.	PUNCT
easat-2347	211	1	compared	compare	VERB
easat-2347	211	2	to	to	ADP
easat-2347	211	3	may	may	PROPN
easat-2347	211	4	2022	2022	NUM
easat-2347	211	5	and	and	CCONJ
easat-2347	211	6	may	may	PROPN
easat-2347	211	7	2023	2023	NUM
easat-2347	211	8	,	,	PUNCT
easat-2347	211	9	lower	low	ADJ
easat-2347	211	10	rainfall	rainfall	NOUN
easat-2347	211	11	is	be	AUX
easat-2347	211	12	expected	expect	VERB
easat-2347	211	13	in	in	ADP
easat-2347	211	14	kimberly	kimberly	ADV
easat-2347	211	15	in	in	ADP
easat-2347	211	16	2024	2024	NUM
easat-2347	211	17	.	.	PUNCT
easat-2347	212	1	from	from	ADP
easat-2347	212	2	autumn	autumn	NOUN
easat-2347	212	3	(	(	PUNCT
easat-2347	212	4	june	june	PROPN
easat-2347	212	5	)	)	PUNCT
easat-2347	212	6	to	to	ADP
easat-2347	212	7	early	early	ADJ
easat-2347	212	8	spring	spring	NOUN
easat-2347	212	9	(	(	PUNCT
easat-2347	212	10	september	september	PROPN
easat-2347	212	11	)	)	PUNCT
easat-2347	212	12	,	,	PUNCT
easat-2347	212	13	more	more	ADJ
easat-2347	212	14	rainfall	rainfall	NOUN
easat-2347	212	15	is	be	AUX
easat-2347	212	16	expected	expect	VERB
easat-2347	212	17	in	in	ADP
easat-2347	212	18	2024	2024	NUM
easat-2347	212	19	,	,	PUNCT
easat-2347	212	20	although	although	SCONJ
easat-2347	212	21	monthly	monthly	ADJ
easat-2347	212	22	estimates	estimate	NOUN
easat-2347	212	23	are	be	AUX
easat-2347	212	24	below	below	ADP
easat-2347	212	25	35	35	NUM
easat-2347	212	26	mm	mm	NOUN
easat-2347	212	27	.	.	PUNCT
easat-2347	213	1	it	it	PRON
easat-2347	213	2	is	be	AUX
easat-2347	213	3	predicted	predict	VERB
easat-2347	213	4	that	that	SCONJ
easat-2347	213	5	there	there	PRON
easat-2347	213	6	will	will	AUX
easat-2347	213	7	be	be	AUX
easat-2347	213	8	a	a	DET
easat-2347	213	9	gradual	gradual	ADJ
easat-2347	213	10	increase	increase	NOUN
easat-2347	213	11	in	in	ADP
easat-2347	213	12	rainfall	rainfall	NOUN
easat-2347	213	13	expected	expect	VERB
easat-2347	213	14	till	till	SCONJ
easat-2347	213	15	the	the	DET
easat-2347	213	16	end	end	NOUN
easat-2347	213	17	of	of	ADP
easat-2347	213	18	the	the	DET
easat-2347	213	19	year	year	NOUN
easat-2347	213	20	.	.	PUNCT
easat-2347	214	1	the	the	DET
easat-2347	214	2	predicted	predict	VERB
easat-2347	214	3	values	value	NOUN
easat-2347	214	4	are	be	AUX
easat-2347	214	5	higher	high	ADJ
easat-2347	214	6	than	than	ADP
easat-2347	214	7	kimberly	kimberly	PROPN
easat-2347	214	8	's	's	PART
easat-2347	214	9	rainfall	rainfall	NOUN
easat-2347	214	10	in	in	ADP
easat-2347	214	11	2023	2023	NUM
easat-2347	214	12	except	except	SCONJ
easat-2347	214	13	in	in	ADP
easat-2347	214	14	december	december	PROPN
easat-2347	214	15	but	but	CCONJ
easat-2347	214	16	lower	low	ADJ
easat-2347	214	17	than	than	ADP
easat-2347	214	18	2022	2022	NUM
easat-2347	214	19	rainfall	rainfall	NOUN
easat-2347	214	20	.	.	PUNCT
easat-2347	215	1	it	it	PRON
easat-2347	215	2	is	be	AUX
easat-2347	215	3	also	also	ADV
easat-2347	215	4	predicted	predict	VERB
easat-2347	215	5	that	that	SCONJ
easat-2347	215	6	there	there	PRON
easat-2347	215	7	will	will	AUX
easat-2347	215	8	be	be	AUX
easat-2347	215	9	an	an	DET
easat-2347	215	10	annual	annual	ADJ
easat-2347	215	11	increase	increase	NOUN
easat-2347	215	12	of	of	ADP
easat-2347	215	13	about	about	ADV
easat-2347	215	14	200	200	NUM
easat-2347	215	15	mm	mm	NOUN
easat-2347	215	16	in	in	ADP
easat-2347	215	17	2024	2024	NUM
easat-2347	215	18	rainfall	rainfall	NOUN
easat-2347	215	19	compared	compare	VERB
easat-2347	215	20	to	to	ADP
easat-2347	215	21	2023	2023	NUM
easat-2347	215	22	;	;	PUNCT
easat-2347	215	23	however	however	ADV
easat-2347	215	24	,	,	PUNCT
easat-2347	215	25	this	this	PRON
easat-2347	215	26	is	be	AUX
easat-2347	215	27	still	still	ADV
easat-2347	215	28	about	about	ADV
easat-2347	215	29	250	250	NUM
easat-2347	215	30	mm	mm	NOUN
easat-2347	215	31	lower	low	ADJ
easat-2347	215	32	than	than	ADP
easat-2347	215	33	2022	2022	NUM
easat-2347	215	34	rainfall	rainfall	NOUN
easat-2347	215	35	.	.	PUNCT
easat-2347	216	1	in	in	ADP
easat-2347	216	2	2022	2022	NUM
easat-2347	216	3	,	,	PUNCT
easat-2347	216	4	mahikeng	mahikeng	PROPN
easat-2347	216	5	received	receive	VERB
easat-2347	216	6	rainfall	rainfall	NOUN
easat-2347	216	7	of	of	ADP
easat-2347	216	8	over	over	ADP
easat-2347	216	9	150	150	NUM
easat-2347	216	10	mm	mm	NOUN
easat-2347	216	11	in	in	ADP
easat-2347	216	12	january	january	PROPN
easat-2347	216	13	,	,	PUNCT
easat-2347	216	14	april	april	PROPN
easat-2347	216	15	,	,	PUNCT
easat-2347	216	16	november	november	PROPN
easat-2347	216	17	,	,	PUNCT
easat-2347	216	18	and	and	CCONJ
easat-2347	216	19	december	december	PROPN
easat-2347	216	20	;	;	PUNCT
easat-2347	216	21	in	in	ADP
easat-2347	216	22	2023	2023	NUM
easat-2347	216	23	,	,	PUNCT
easat-2347	216	24	in	in	ADP
easat-2347	216	25	february	february	PROPN
easat-2347	216	26	,	,	PUNCT
easat-2347	216	27	the	the	DET
easat-2347	216	28	amount	amount	NOUN
easat-2347	216	29	of	of	ADP
easat-2347	216	30	rainfall	rainfall	NOUN
easat-2347	216	31	0	0	NUM
easat-2347	216	32	50	50	NUM
easat-2347	216	33	100	100	NUM
easat-2347	216	34	150	150	NUM
easat-2347	216	35	200	200	NUM
easat-2347	216	36	250	250	NUM
easat-2347	216	37	jan	jan	PROPN
easat-2347	216	38	feb	feb	PROPN
easat-2347	216	39	mar	mar	PROPN
easat-2347	216	40	apr	apr	PROPN
easat-2347	216	41	may	may	PROPN
easat-2347	216	42	jun	jun	PROPN
easat-2347	216	43	jul	jul	PROPN
easat-2347	216	44	aug	aug	PROPN
easat-2347	216	45	sep	sep	PROPN
easat-2347	216	46	oct	oct	PROPN
easat-2347	216	47	nov	nov	PROPN
easat-2347	216	48	dec	dec	PROPN
easat-2347	216	49	r	r	PROPN
easat-2347	216	50	a	a	PRON
easat-2347	216	51	in	in	ADP
easat-2347	216	52	fa	fa	INTJ
easat-2347	216	53	ll	ll	AUX
easat-2347	216	54	(	(	PUNCT
easat-2347	216	55	m	m	NOUN
easat-2347	216	56	m	m	ADJ
easat-2347	216	57	)	)	PUNCT
easat-2347	216	58	months	months	PROPN
easat-2347	216	59	beaufort	beaufort	PROPN
easat-2347	216	60	west	west	PROPN
easat-2347	216	61	2022	2022	NUM
easat-2347	216	62	2023	2023	NUM
easat-2347	216	63	2024	2024	NUM
easat-2347	216	64	0	0	NUM
easat-2347	216	65	50	50	NUM
easat-2347	216	66	100	100	NUM
easat-2347	216	67	150	150	NUM
easat-2347	216	68	200	200	NUM
easat-2347	216	69	250	250	NUM
easat-2347	216	70	jan	jan	PROPN
easat-2347	216	71	feb	feb	PROPN
easat-2347	216	72	mar	mar	PROPN
easat-2347	216	73	apr	apr	PROPN
easat-2347	216	74	may	may	PROPN
easat-2347	216	75	jun	jun	PROPN
easat-2347	216	76	jul	jul	PROPN
easat-2347	216	77	aug	aug	PROPN
easat-2347	216	78	sep	sep	PROPN
easat-2347	216	79	oct	oct	PROPN
easat-2347	216	80	nov	nov	PROPN
easat-2347	216	81	dec	dec	PROPN
easat-2347	216	82	r	r	PROPN
easat-2347	216	83	a	a	PRON
easat-2347	216	84	in	in	ADP
easat-2347	216	85	fa	fa	INTJ
easat-2347	216	86	ll	ll	AUX
easat-2347	216	87	(	(	PUNCT
easat-2347	216	88	m	m	NOUN
easat-2347	216	89	m	m	VERB
easat-2347	216	90	)	)	PUNCT
easat-2347	216	91	months	month	NOUN
easat-2347	216	92	bristown	bristown	VERB
easat-2347	216	93	2022	2022	NUM
easat-2347	216	94	2023	2023	NUM
easat-2347	216	95	2024	2024	NUM
easat-2347	217	1	1814	1814	NUM
easat-2347	217	2	edelweiss	edelweiss	PROPN
easat-2347	217	3	applied	apply	VERB
easat-2347	217	4	science	science	NOUN
easat-2347	217	5	and	and	CCONJ
easat-2347	217	6	technology	technology	NOUN
easat-2347	217	7	issn	issn	PROPN
easat-2347	217	8	:	:	PUNCT
easat-2347	217	9	2576	2576	NUM
easat-2347	217	10	-	-	SYM
easat-2347	217	11	8484	8484	NUM
easat-2347	217	12	vol	vol	NOUN
easat-2347	217	13	.	.	PROPN
easat-2347	217	14	8	8	NUM
easat-2347	217	15	,	,	PUNCT
easat-2347	217	16	no	no	INTJ
easat-2347	217	17	.	.	NOUN
easat-2347	218	1	6	6	NUM
easat-2347	218	2	:	:	SYM
easat-2347	218	3	1805	1805	NUM
easat-2347	218	4	-	-	SYM
easat-2347	218	5	1827	1827	NUM
easat-2347	218	6	,	,	PUNCT
easat-2347	218	7	2024	2024	NUM
easat-2347	218	8	doi	doi	NOUN
easat-2347	218	9	:	:	PUNCT
easat-2347	218	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	218	11	©	©	PROPN
easat-2347	218	12	2024	2024	NUM
easat-2347	218	13	by	by	ADP
easat-2347	218	14	the	the	DET
easat-2347	218	15	authors	author	NOUN
easat-2347	218	16	;	;	PUNCT
easat-2347	218	17	licensee	licensee	PROPN
easat-2347	218	18	learning	learning	NOUN
easat-2347	218	19	gate	gate	NOUN
easat-2347	218	20	mahikeng	mahikeng	PROPN
easat-2347	218	21	received	receive	VERB
easat-2347	218	22	is	be	AUX
easat-2347	218	23	estimated	estimate	VERB
easat-2347	218	24	to	to	PART
easat-2347	218	25	be	be	AUX
easat-2347	218	26	around	around	ADV
easat-2347	218	27	270	270	NUM
easat-2347	218	28	mm	mm	NOUN
easat-2347	218	29	.	.	PUNCT
easat-2347	219	1	however	however	ADV
easat-2347	219	2	,	,	PUNCT
easat-2347	219	3	in	in	ADP
easat-2347	219	4	2024	2024	NUM
easat-2347	219	5	,	,	PUNCT
easat-2347	219	6	only	only	ADV
easat-2347	219	7	january	january	PROPN
easat-2347	219	8	,	,	PUNCT
easat-2347	219	9	april	april	PROPN
easat-2347	219	10	,	,	PUNCT
easat-2347	219	11	and	and	CCONJ
easat-2347	219	12	december	december	PROPN
easat-2347	219	13	are	be	AUX
easat-2347	219	14	the	the	DET
easat-2347	219	15	predicted	predict	VERB
easat-2347	219	16	monthly	monthly	ADJ
easat-2347	219	17	estimates	estimate	NOUN
easat-2347	219	18	above	above	ADP
easat-2347	219	19	100	100	NUM
easat-2347	219	20	mm	mm	NOUN
easat-2347	219	21	.	.	PUNCT
easat-2347	220	1	there	there	PRON
easat-2347	220	2	is	be	VERB
easat-2347	220	3	an	an	DET
easat-2347	220	4	increase	increase	NOUN
easat-2347	220	5	of	of	ADP
easat-2347	220	6	about	about	ADV
easat-2347	220	7	60	60	NUM
easat-2347	220	8	mm	mm	NOUN
easat-2347	220	9	in	in	ADP
easat-2347	220	10	january	january	PROPN
easat-2347	220	11	rainfall	rainfall	NOUN
easat-2347	220	12	between	between	ADP
easat-2347	220	13	2023	2023	NUM
easat-2347	220	14	and	and	CCONJ
easat-2347	220	15	the	the	DET
easat-2347	220	16	predicted	predict	VERB
easat-2347	220	17	2024	2024	NUM
easat-2347	220	18	values	value	NOUN
easat-2347	220	19	,	,	PUNCT
easat-2347	220	20	but	but	CCONJ
easat-2347	220	21	there	there	PRON
easat-2347	220	22	is	be	VERB
easat-2347	220	23	almost	almost	ADV
easat-2347	220	24	a	a	DET
easat-2347	220	25	200	200	NUM
easat-2347	220	26	mm	mm	NOUN
easat-2347	220	27	difference	difference	NOUN
easat-2347	220	28	in	in	ADP
easat-2347	220	29	february	february	PROPN
easat-2347	220	30	.	.	PUNCT
easat-2347	221	1	the	the	DET
easat-2347	221	2	amount	amount	NOUN
easat-2347	221	3	of	of	ADP
easat-2347	221	4	rainfall	rainfall	NOUN
easat-2347	221	5	predicted	predict	VERB
easat-2347	221	6	for	for	ADP
easat-2347	221	7	march	march	NOUN
easat-2347	221	8	,	,	PUNCT
easat-2347	221	9	though	though	SCONJ
easat-2347	221	10	lower	low	ADJ
easat-2347	221	11	in	in	ADP
easat-2347	221	12	2024	2024	NUM
easat-2347	221	13	,	,	PUNCT
easat-2347	221	14	is	be	AUX
easat-2347	221	15	quite	quite	ADV
easat-2347	221	16	similar	similar	ADJ
easat-2347	221	17	to	to	ADP
easat-2347	221	18	that	that	PRON
easat-2347	221	19	of	of	ADP
easat-2347	221	20	2023	2023	NUM
easat-2347	221	21	.	.	PUNCT
easat-2347	222	1	in	in	ADP
easat-2347	222	2	april	april	PROPN
easat-2347	222	3	,	,	PUNCT
easat-2347	222	4	mahikeng	mahikeng	PROPN
easat-2347	222	5	received	receive	VERB
easat-2347	222	6	about	about	ADV
easat-2347	222	7	200	200	NUM
easat-2347	222	8	mm	mm	NOUN
easat-2347	222	9	of	of	ADP
easat-2347	222	10	rainfall	rainfall	NOUN
easat-2347	222	11	in	in	ADP
easat-2347	222	12	2022	2022	NUM
easat-2347	222	13	,	,	PUNCT
easat-2347	222	14	about	about	ADV
easat-2347	222	15	70	70	NUM
easat-2347	222	16	mm	mm	NUM
easat-2347	222	17	in	in	ADP
easat-2347	222	18	2023	2023	NUM
easat-2347	222	19	,	,	PUNCT
easat-2347	222	20	and	and	CCONJ
easat-2347	222	21	a	a	DET
easat-2347	222	22	predicted	predict	VERB
easat-2347	222	23	estimate	estimate	NOUN
easat-2347	222	24	of	of	ADP
easat-2347	222	25	over	over	ADP
easat-2347	222	26	110	110	NUM
easat-2347	222	27	mm	mm	NOUN
easat-2347	222	28	in	in	ADP
easat-2347	222	29	2024	2024	NUM
easat-2347	222	30	.	.	PUNCT
easat-2347	223	1	similar	similar	ADJ
easat-2347	223	2	values	value	NOUN
easat-2347	223	3	in	in	ADP
easat-2347	223	4	may	may	AUX
easat-2347	223	5	are	be	AUX
easat-2347	223	6	seen	see	VERB
easat-2347	223	7	in	in	ADP
easat-2347	223	8	both	both	DET
easat-2347	223	9	2023	2023	NUM
easat-2347	223	10	and	and	CCONJ
easat-2347	223	11	2024	2024	NUM
easat-2347	223	12	estimates	estimate	NOUN
easat-2347	223	13	.	.	PUNCT
easat-2347	224	1	like	like	ADP
easat-2347	224	2	kimberly	kimberly	NOUN
easat-2347	224	3	,	,	PUNCT
easat-2347	224	4	there	there	PRON
easat-2347	224	5	is	be	VERB
easat-2347	224	6	expected	expect	VERB
easat-2347	224	7	to	to	PART
easat-2347	224	8	be	be	AUX
easat-2347	224	9	more	more	ADJ
easat-2347	224	10	rainfall	rainfall	NOUN
easat-2347	224	11	in	in	ADP
easat-2347	224	12	autumn	autumn	NOUN
easat-2347	224	13	and	and	CCONJ
easat-2347	224	14	early	early	ADJ
easat-2347	224	15	spring	spring	NOUN
easat-2347	224	16	compared	compare	VERB
easat-2347	224	17	to	to	ADP
easat-2347	224	18	other	other	ADJ
easat-2347	224	19	moths	moth	NOUN
easat-2347	224	20	and	and	CCONJ
easat-2347	224	21	then	then	ADV
easat-2347	224	22	a	a	DET
easat-2347	224	23	gradual	gradual	ADJ
easat-2347	224	24	increase	increase	NOUN
easat-2347	224	25	in	in	ADP
easat-2347	224	26	2024	2024	NUM
easat-2347	224	27	rainfall	rainfall	NOUN
easat-2347	224	28	till	till	SCONJ
easat-2347	224	29	the	the	DET
easat-2347	224	30	end	end	NOUN
easat-2347	224	31	of	of	ADP
easat-2347	224	32	the	the	DET
easat-2347	224	33	year	year	NOUN
easat-2347	224	34	.	.	PUNCT
easat-2347	225	1	it	it	PRON
easat-2347	225	2	is	be	AUX
easat-2347	225	3	also	also	ADV
easat-2347	225	4	predicted	predict	VERB
easat-2347	225	5	that	that	SCONJ
easat-2347	225	6	the	the	DET
easat-2347	225	7	rainfall	rainfall	NOUN
easat-2347	225	8	in	in	ADP
easat-2347	225	9	november	november	PROPN
easat-2347	225	10	and	and	CCONJ
easat-2347	225	11	december	december	PROPN
easat-2347	225	12	will	will	AUX
easat-2347	225	13	be	be	AUX
easat-2347	225	14	similar	similar	ADJ
easat-2347	225	15	to	to	ADP
easat-2347	225	16	2023	2023	NUM
easat-2347	225	17	rainfall	rainfall	NOUN
easat-2347	225	18	in	in	ADP
easat-2347	225	19	those	those	DET
easat-2347	225	20	months	month	NOUN
easat-2347	225	21	.	.	PUNCT
easat-2347	226	1	the	the	DET
easat-2347	226	2	predicted	predict	VERB
easat-2347	226	3	annual	annual	ADJ
easat-2347	226	4	rainfall	rainfall	NOUN
easat-2347	226	5	in	in	ADP
easat-2347	226	6	2024	2024	NUM
easat-2347	226	7	is	be	AUX
easat-2347	226	8	within	within	ADP
easat-2347	226	9	the	the	DET
easat-2347	226	10	same	same	ADJ
easat-2347	226	11	range	range	NOUN
easat-2347	226	12	as	as	ADP
easat-2347	226	13	that	that	PRON
easat-2347	226	14	of	of	ADP
easat-2347	226	15	2023	2023	NUM
easat-2347	226	16	but	but	CCONJ
easat-2347	226	17	much	much	ADV
easat-2347	226	18	lower	low	ADJ
easat-2347	226	19	than	than	ADP
easat-2347	226	20	the	the	DET
easat-2347	226	21	rainfall	rainfall	NOUN
easat-2347	226	22	received	receive	VERB
easat-2347	226	23	in	in	ADP
easat-2347	226	24	2022	2022	NUM
easat-2347	226	25	in	in	ADP
easat-2347	226	26	mahikeng	mahikeng	PROPN
easat-2347	226	27	.	.	PUNCT
easat-2347	227	1	in	in	ADP
easat-2347	227	2	port	port	PROPN
easat-2347	227	3	elizabeth	elizabeth	PROPN
easat-2347	227	4	,	,	PUNCT
easat-2347	227	5	more	more	ADJ
easat-2347	227	6	rainfall	rainfall	NOUN
easat-2347	227	7	is	be	AUX
easat-2347	227	8	predicted	predict	VERB
easat-2347	227	9	for	for	ADP
easat-2347	227	10	2024	2024	NUM
easat-2347	227	11	for	for	ADP
easat-2347	227	12	the	the	DET
easat-2347	227	13	middle	middle	NOUN
easat-2347	227	14	to	to	ADP
easat-2347	227	15	late	late	ADJ
easat-2347	227	16	spring	spring	NOUN
easat-2347	227	17	and	and	CCONJ
easat-2347	227	18	summer	summer	NOUN
easat-2347	227	19	months	month	NOUN
easat-2347	227	20	compared	compare	VERB
easat-2347	227	21	to	to	ADP
easat-2347	227	22	2023	2023	NUM
easat-2347	227	23	.	.	PUNCT
easat-2347	228	1	among	among	ADP
easat-2347	228	2	all	all	DET
easat-2347	228	3	locations	location	NOUN
easat-2347	228	4	,	,	PUNCT
easat-2347	228	5	this	this	PRON
easat-2347	228	6	is	be	AUX
easat-2347	228	7	the	the	DET
easat-2347	228	8	first	first	ADJ
easat-2347	228	9	city	city	NOUN
easat-2347	228	10	that	that	PRON
easat-2347	228	11	has	have	AUX
easat-2347	228	12	predicted	predict	VERB
easat-2347	228	13	more	more	ADJ
easat-2347	228	14	rainfall	rainfall	NOUN
easat-2347	228	15	in	in	ADP
easat-2347	228	16	2024	2024	NUM
easat-2347	228	17	than	than	ADP
easat-2347	228	18	what	what	PRON
easat-2347	228	19	was	be	AUX
easat-2347	228	20	received	receive	VERB
easat-2347	228	21	both	both	PRON
easat-2347	228	22	in	in	ADP
easat-2347	228	23	2022	2022	NUM
easat-2347	228	24	and	and	CCONJ
easat-2347	228	25	2023	2023	NUM
easat-2347	228	26	.	.	PUNCT
easat-2347	229	1	in	in	ADP
easat-2347	229	2	january	january	PROPN
easat-2347	229	3	2022	2022	NUM
easat-2347	229	4	,	,	PUNCT
easat-2347	229	5	port	port	NOUN
easat-2347	229	6	elizabeth	elizabeth	PROPN
easat-2347	229	7	received	receive	VERB
easat-2347	229	8	about	about	ADV
easat-2347	229	9	20	20	NUM
easat-2347	229	10	mm	mm	NOUN
easat-2347	229	11	of	of	ADP
easat-2347	229	12	rainfall	rainfall	NOUN
easat-2347	229	13	,	,	PUNCT
easat-2347	229	14	which	which	PRON
easat-2347	229	15	increased	increase	VERB
easat-2347	229	16	to	to	ADP
easat-2347	229	17	70	70	NUM
easat-2347	229	18	mm	mm	NOUN
easat-2347	229	19	in	in	ADP
easat-2347	229	20	january	january	PROPN
easat-2347	229	21	2023	2023	NUM
easat-2347	229	22	;	;	PUNCT
easat-2347	229	23	january	january	PROPN
easat-2347	229	24	2024	2024	NUM
easat-2347	229	25	estimates	estimate	NOUN
easat-2347	229	26	are	be	AUX
easat-2347	229	27	predicted	predict	VERB
easat-2347	229	28	to	to	PART
easat-2347	229	29	be	be	AUX
easat-2347	229	30	over	over	ADP
easat-2347	229	31	100	100	NUM
easat-2347	229	32	mm	mm	NOUN
easat-2347	229	33	.	.	PUNCT
easat-2347	230	1	similarly	similarly	ADV
easat-2347	230	2	,	,	PUNCT
easat-2347	230	3	more	more	ADJ
easat-2347	230	4	rainfall	rainfall	NOUN
easat-2347	230	5	is	be	AUX
easat-2347	230	6	expected	expect	VERB
easat-2347	230	7	for	for	ADP
easat-2347	230	8	february	february	PROPN
easat-2347	230	9	compared	compare	VERB
easat-2347	230	10	to	to	ADP
easat-2347	230	11	2022	2022	NUM
easat-2347	230	12	and	and	CCONJ
easat-2347	230	13	2023	2023	NUM
easat-2347	230	14	.	.	PUNCT
easat-2347	231	1	however	however	ADV
easat-2347	231	2	,	,	PUNCT
easat-2347	231	3	lesser	less	ADJ
easat-2347	231	4	rainfall	rainfall	NOUN
easat-2347	231	5	is	be	AUX
easat-2347	231	6	predicted	predict	VERB
easat-2347	231	7	for	for	ADP
easat-2347	231	8	march	march	PROPN
easat-2347	231	9	compared	compare	VERB
easat-2347	231	10	with	with	ADP
easat-2347	231	11	the	the	DET
easat-2347	231	12	previous	previous	ADJ
easat-2347	231	13	two	two	NUM
easat-2347	231	14	years	year	NOUN
easat-2347	231	15	.	.	PUNCT
easat-2347	232	1	the	the	DET
easat-2347	232	2	rainfall	rainfall	NOUN
easat-2347	232	3	expected	expect	VERB
easat-2347	232	4	in	in	ADP
easat-2347	232	5	april	april	PROPN
easat-2347	232	6	is	be	AUX
easat-2347	232	7	more	more	ADJ
easat-2347	232	8	than	than	ADP
easat-2347	232	9	twice	twice	DET
easat-2347	232	10	what	what	PRON
easat-2347	232	11	was	be	AUX
easat-2347	232	12	experienced	experience	VERB
easat-2347	232	13	in	in	ADP
easat-2347	232	14	2022	2022	NUM
easat-2347	232	15	and	and	CCONJ
easat-2347	232	16	2023	2023	NUM
easat-2347	232	17	.	.	PUNCT
easat-2347	233	1	from	from	ADP
easat-2347	233	2	may	may	PROPN
easat-2347	233	3	to	to	ADP
easat-2347	233	4	september	september	PROPN
easat-2347	233	5	,	,	PUNCT
easat-2347	233	6	except	except	SCONJ
easat-2347	233	7	for	for	ADP
easat-2347	233	8	august	august	PROPN
easat-2347	233	9	,	,	PUNCT
easat-2347	233	10	it	it	PRON
easat-2347	233	11	is	be	AUX
easat-2347	233	12	predicted	predict	VERB
easat-2347	233	13	that	that	SCONJ
easat-2347	233	14	lesser	less	ADJ
easat-2347	233	15	rainfall	rainfall	NOUN
easat-2347	233	16	will	will	AUX
easat-2347	233	17	be	be	AUX
easat-2347	233	18	experienced	experience	VERB
easat-2347	233	19	compared	compare	VERB
easat-2347	233	20	to	to	ADP
easat-2347	233	21	2023	2023	NUM
easat-2347	233	22	.	.	PUNCT
easat-2347	234	1	for	for	ADP
easat-2347	234	2	october	october	PROPN
easat-2347	234	3	and	and	CCONJ
easat-2347	234	4	november	november	PROPN
easat-2347	234	5	,	,	PUNCT
easat-2347	234	6	rainfall	rainfall	NOUN
easat-2347	234	7	estimates	estimate	NOUN
easat-2347	234	8	for	for	ADP
easat-2347	234	9	2024	2024	NUM
easat-2347	234	10	will	will	AUX
easat-2347	234	11	be	be	AUX
easat-2347	234	12	at	at	ADP
easat-2347	234	13	least	least	ADJ
easat-2347	234	14	thrice	thrice	VERB
easat-2347	234	15	what	what	PRON
easat-2347	234	16	was	be	AUX
easat-2347	234	17	received	receive	VERB
easat-2347	234	18	in	in	ADP
easat-2347	234	19	2022	2022	NUM
easat-2347	234	20	and	and	CCONJ
easat-2347	234	21	2023	2023	NUM
easat-2347	234	22	,	,	PUNCT
easat-2347	234	23	while	while	SCONJ
easat-2347	234	24	that	that	PRON
easat-2347	234	25	of	of	ADP
easat-2347	234	26	december	december	PROPN
easat-2347	234	27	will	will	AUX
easat-2347	234	28	be	be	AUX
easat-2347	234	29	similar	similar	ADJ
easat-2347	234	30	to	to	ADP
easat-2347	234	31	the	the	DET
easat-2347	234	32	amount	amount	NOUN
easat-2347	234	33	of	of	ADP
easat-2347	234	34	rainfall	rainfall	NOUN
easat-2347	234	35	received	receive	VERB
easat-2347	234	36	in	in	ADP
easat-2347	234	37	december	december	PROPN
easat-2347	234	38	2022	2022	NUM
easat-2347	234	39	.	.	PUNCT
easat-2347	235	1	0	0	NUM
easat-2347	235	2	100	100	NUM
easat-2347	235	3	200	200	NUM
easat-2347	235	4	300	300	NUM
easat-2347	235	5	jan	jan	PROPN
easat-2347	235	6	feb	feb	PROPN
easat-2347	235	7	mar	mar	PROPN
easat-2347	235	8	apr	apr	PROPN
easat-2347	235	9	may	may	AUX
easat-2347	235	10	jun	jun	PROPN
easat-2347	235	11	jul	jul	PROPN
easat-2347	235	12	aug	aug	PROPN
easat-2347	235	13	sep	sep	PROPN
easat-2347	235	14	oct	oct	PROPN
easat-2347	235	15	nov	nov	PROPN
easat-2347	235	16	dec	dec	PROPN
easat-2347	235	17	r	r	PROPN
easat-2347	235	18	a	a	PRON
easat-2347	235	19	in	in	ADP
easat-2347	235	20	fa	fa	INTJ
easat-2347	235	21	ll	ll	AUX
easat-2347	235	22	(	(	PUNCT
easat-2347	235	23	m	m	NOUN
easat-2347	235	24	m	m	ADJ
easat-2347	235	25	)	)	PUNCT
easat-2347	235	26	months	month	NOUN
easat-2347	235	27	kimberly	kimberly	ADV
easat-2347	235	28	2022	2022	NUM
easat-2347	235	29	2023	2023	NUM
easat-2347	235	30	2024	2024	NUM
easat-2347	235	31	1815	1815	NUM
easat-2347	235	32	edelweiss	edelweiss	PROPN
easat-2347	235	33	applied	apply	VERB
easat-2347	235	34	science	science	NOUN
easat-2347	235	35	and	and	CCONJ
easat-2347	235	36	technology	technology	NOUN
easat-2347	235	37	issn	issn	PROPN
easat-2347	235	38	:	:	PUNCT
easat-2347	235	39	2576	2576	NUM
easat-2347	235	40	-	-	SYM
easat-2347	235	41	8484	8484	NUM
easat-2347	235	42	vol	vol	NOUN
easat-2347	235	43	.	.	PROPN
easat-2347	236	1	8	8	NUM
easat-2347	236	2	,	,	PUNCT
easat-2347	236	3	no	no	INTJ
easat-2347	236	4	.	.	NOUN
easat-2347	237	1	6	6	NUM
easat-2347	237	2	:	:	SYM
easat-2347	237	3	1805	1805	NUM
easat-2347	237	4	-	-	SYM
easat-2347	237	5	1827	1827	NUM
easat-2347	237	6	,	,	PUNCT
easat-2347	237	7	2024	2024	NUM
easat-2347	237	8	doi	doi	NOUN
easat-2347	237	9	:	:	PUNCT
easat-2347	237	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	237	11	©	©	PROPN
easat-2347	237	12	2024	2024	NUM
easat-2347	237	13	by	by	ADP
easat-2347	237	14	the	the	DET
easat-2347	237	15	authors	author	NOUN
easat-2347	237	16	;	;	PUNCT
easat-2347	237	17	licensee	licensee	PROPN
easat-2347	237	18	learning	learn	VERB
easat-2347	237	19	gate	gate	PROPN
easat-2347	237	20	figure	figure	NOUN
easat-2347	237	21	5	5	NUM
easat-2347	237	22	.	.	PUNCT
easat-2347	237	23	rainfall	rainfall	NOUN
easat-2347	237	24	prediction	prediction	NOUN
easat-2347	237	25	for	for	ADP
easat-2347	237	26	2024	2024	NUM
easat-2347	237	27	compared	compare	VERB
easat-2347	237	28	with	with	ADP
easat-2347	237	29	2023	2023	NUM
easat-2347	237	30	and	and	CCONJ
easat-2347	237	31	2023	2023	NUM
easat-2347	237	32	rainfall	rainfall	NOUN
easat-2347	237	33	under	under	ADP
easat-2347	237	34	the	the	DET
easat-2347	237	35	hot	hot	ADJ
easat-2347	237	36	and	and	CCONJ
easat-2347	237	37	semi	semi	ADJ
easat-2347	237	38	-	-	ADJ
easat-2347	237	39	arid	arid	ADJ
easat-2347	237	40	desert	desert	NOUN
easat-2347	237	41	(	(	PUNCT
easat-2347	237	42	kimberly	kimberly	NOUN
easat-2347	237	43	,	,	PUNCT
easat-2347	237	44	mahikeng	mahikeng	PROPN
easat-2347	237	45	,	,	PUNCT
easat-2347	237	46	and	and	CCONJ
easat-2347	237	47	port	port	PROPN
easat-2347	237	48	elizabeth	elizabeth	PROPN
easat-2347	237	49	)	)	PUNCT
easat-2347	237	50	.	.	PUNCT
easat-2347	238	1	4.4	4.4	NUM
easat-2347	238	2	.	.	PUNCT
easat-2347	239	1	hot	hot	ADJ
easat-2347	239	2	,	,	PUNCT
easat-2347	239	3	arid	arid	NOUN
easat-2347	239	4	desert	desert	PROPN
easat-2347	239	5	in	in	ADP
easat-2347	239	6	lauville	lauville	NOUN
easat-2347	239	7	,	,	PUNCT
easat-2347	239	8	a	a	DET
easat-2347	239	9	predicted	predict	VERB
easat-2347	239	10	decrease	decrease	NOUN
easat-2347	239	11	of	of	ADP
easat-2347	239	12	about	about	ADV
easat-2347	239	13	450	450	NUM
easat-2347	239	14	mm	mm	NOUN
easat-2347	239	15	in	in	ADP
easat-2347	239	16	rainfall	rainfall	NOUN
easat-2347	239	17	is	be	AUX
easat-2347	239	18	expected	expect	VERB
easat-2347	239	19	in	in	ADP
easat-2347	239	20	2024	2024	NUM
easat-2347	239	21	compared	compare	VERB
easat-2347	239	22	to	to	ADP
easat-2347	239	23	2022	2022	NUM
easat-2347	239	24	and	and	CCONJ
easat-2347	239	25	2023	2023	NUM
easat-2347	239	26	.	.	PUNCT
easat-2347	240	1	therefore	therefore	ADV
easat-2347	240	2	,	,	PUNCT
easat-2347	240	3	with	with	ADP
easat-2347	240	4	monthly	monthly	ADJ
easat-2347	240	5	rainfall	rainfall	NOUN
easat-2347	240	6	from	from	ADP
easat-2347	240	7	january	january	PROPN
easat-2347	240	8	to	to	ADP
easat-2347	240	9	april	april	PROPN
easat-2347	240	10	2024	2024	NUM
easat-2347	240	11	around	around	ADP
easat-2347	240	12	100	100	NUM
easat-2347	240	13	mm	mm	NOUN
easat-2347	240	14	,	,	PUNCT
easat-2347	240	15	it	it	PRON
easat-2347	240	16	is	be	AUX
easat-2347	240	17	suggested	suggest	VERB
easat-2347	240	18	that	that	SCONJ
easat-2347	240	19	proper	proper	ADJ
easat-2347	240	20	planning	planning	NOUN
easat-2347	240	21	be	be	AUX
easat-2347	240	22	made	make	VERB
easat-2347	240	23	,	,	PUNCT
easat-2347	240	24	especially	especially	ADV
easat-2347	240	25	for	for	ADP
easat-2347	240	26	those	those	PRON
easat-2347	240	27	involved	involve	VERB
easat-2347	240	28	in	in	ADP
easat-2347	240	29	farming	farming	NOUN
easat-2347	240	30	,	,	PUNCT
easat-2347	240	31	to	to	PART
easat-2347	240	32	mitigate	mitigate	VERB
easat-2347	240	33	the	the	DET
easat-2347	240	34	water	water	NOUN
easat-2347	240	35	shortage	shortage	NOUN
easat-2347	240	36	.	.	PUNCT
easat-2347	241	1	although	although	SCONJ
easat-2347	241	2	the	the	DET
easat-2347	241	3	graph	graph	NOUN
easat-2347	241	4	shows	show	VERB
easat-2347	241	5	a	a	DET
easat-2347	241	6	similar	similar	ADJ
easat-2347	241	7	amount	amount	NOUN
easat-2347	241	8	of	of	ADP
easat-2347	241	9	rainfall	rainfall	NOUN
easat-2347	241	10	as	as	SCONJ
easat-2347	241	11	shown	show	VERB
easat-2347	241	12	in	in	ADP
easat-2347	241	13	figure	figure	NOUN
easat-2347	241	14	6	6	NUM
easat-2347	241	15	for	for	ADP
easat-2347	241	16	2023	2023	NUM
easat-2347	241	17	and	and	CCONJ
easat-2347	241	18	2024	2024	NUM
easat-2347	241	19	,	,	PUNCT
easat-2347	241	20	the	the	DET
easat-2347	241	21	most	most	ADV
easat-2347	241	22	significant	significant	ADJ
easat-2347	241	23	change	change	NOUN
easat-2347	241	24	can	can	AUX
easat-2347	241	25	be	be	AUX
easat-2347	241	26	seen	see	VERB
easat-2347	241	27	in	in	ADP
easat-2347	241	28	the	the	DET
easat-2347	241	29	last	last	ADJ
easat-2347	241	30	three	three	NUM
easat-2347	241	31	months	month	NOUN
easat-2347	241	32	of	of	ADP
easat-2347	241	33	the	the	DET
easat-2347	241	34	year	year	NOUN
easat-2347	241	35	,	,	PUNCT
easat-2347	241	36	where	where	SCONJ
easat-2347	241	37	expected	expect	VERB
easat-2347	241	38	rainfall	rainfall	NOUN
easat-2347	241	39	in	in	ADP
easat-2347	241	40	2024	2024	NUM
easat-2347	241	41	is	be	AUX
easat-2347	241	42	less	less	ADJ
easat-2347	241	43	than	than	ADP
easat-2347	241	44	half	half	DET
easat-2347	241	45	the	the	DET
easat-2347	241	46	amount	amount	NOUN
easat-2347	241	47	received	receive	VERB
easat-2347	241	48	in	in	ADP
easat-2347	241	49	2023	2023	NUM
easat-2347	241	50	.	.	PUNCT
easat-2347	242	1	contrary	contrary	ADJ
easat-2347	242	2	to	to	PART
easat-2347	242	3	lauville	lauville	VERB
easat-2347	242	4	,	,	PUNCT
easat-2347	242	5	the	the	DET
easat-2347	242	6	amount	amount	NOUN
easat-2347	242	7	of	of	ADP
easat-2347	242	8	rainfall	rainfall	NOUN
easat-2347	242	9	estimated	estimate	VERB
easat-2347	242	10	for	for	ADP
easat-2347	242	11	2024	2024	NUM
easat-2347	242	12	in	in	ADP
easat-2347	242	13	musina	musina	NOUN
easat-2347	242	14	is	be	AUX
easat-2347	242	15	more	more	ADJ
easat-2347	242	16	than	than	ADP
easat-2347	242	17	the	the	DET
easat-2347	242	18	amount	amount	NOUN
easat-2347	242	19	received	receive	VERB
easat-2347	242	20	in	in	ADP
easat-2347	242	21	2023	2023	NUM
easat-2347	242	22	,	,	PUNCT
easat-2347	242	23	while	while	SCONJ
easat-2347	242	24	the	the	DET
easat-2347	242	25	predicted	predict	VERB
easat-2347	242	26	rainfall	rainfall	NOUN
easat-2347	242	27	for	for	ADP
easat-2347	242	28	2024	2024	NUM
easat-2347	242	29	in	in	ADP
easat-2347	242	30	upington	upington	NOUN
easat-2347	242	31	is	be	AUX
easat-2347	242	32	more	more	ADJ
easat-2347	242	33	than	than	ADP
easat-2347	242	34	twice	twice	DET
easat-2347	242	35	the	the	DET
easat-2347	242	36	amount	amount	NOUN
easat-2347	242	37	received	receive	VERB
easat-2347	242	38	in	in	ADP
easat-2347	242	39	2023	2023	NUM
easat-2347	242	40	.	.	PUNCT
easat-2347	243	1	in	in	ADP
easat-2347	243	2	2023	2023	NUM
easat-2347	243	3	,	,	PUNCT
easat-2347	243	4	musina	musina	NOUN
easat-2347	243	5	received	receive	VERB
easat-2347	243	6	significant	significant	ADJ
easat-2347	243	7	rain	rain	NOUN
easat-2347	243	8	in	in	ADP
easat-2347	243	9	january	january	PROPN
easat-2347	243	10	,	,	PUNCT
easat-2347	243	11	february	february	PROPN
easat-2347	243	12	,	,	PUNCT
easat-2347	243	13	and	and	CCONJ
easat-2347	243	14	december	december	PROPN
easat-2347	243	15	,	,	PUNCT
easat-2347	243	16	with	with	ADP
easat-2347	243	17	february	february	PROPN
easat-2347	243	18	and	and	CCONJ
easat-2347	243	19	december	december	PROPN
easat-2347	243	20	rainfall	rainfall	NOUN
easat-2347	243	21	of	of	ADP
easat-2347	243	22	over	over	ADP
easat-2347	243	23	200	200	NUM
easat-2347	243	24	mm	mm	NOUN
easat-2347	243	25	.	.	PUNCT
easat-2347	244	1	while	while	SCONJ
easat-2347	244	2	musina	musina	NOUN
easat-2347	244	3	has	have	VERB
easat-2347	244	4	only	only	ADV
easat-2347	244	5	a	a	DET
easat-2347	244	6	few	few	ADJ
easat-2347	244	7	months	month	NOUN
easat-2347	244	8	of	of	ADP
easat-2347	244	9	rainfall	rainfall	NOUN
easat-2347	244	10	above	above	ADP
easat-2347	244	11	100	100	NUM
easat-2347	244	12	mm	mm	NOUN
easat-2347	244	13	as	as	SCONJ
easat-2347	244	14	predicted	predict	VERB
easat-2347	244	15	,	,	PUNCT
easat-2347	244	16	the	the	DET
easat-2347	244	17	amount	amount	NOUN
easat-2347	244	18	of	of	ADP
easat-2347	244	19	rainfall	rainfall	NOUN
easat-2347	244	20	expected	expect	VERB
easat-2347	244	21	is	be	AUX
easat-2347	244	22	well	well	ADV
easat-2347	244	23	spread	spread	VERB
easat-2347	244	24	compared	compare	VERB
easat-2347	244	25	to	to	ADP
easat-2347	244	26	other	other	ADJ
easat-2347	244	27	months	month	NOUN
easat-2347	244	28	.	.	PUNCT
easat-2347	245	1	while	while	SCONJ
easat-2347	245	2	there	there	PRON
easat-2347	245	3	was	be	VERB
easat-2347	245	4	almost	almost	ADV
easat-2347	245	5	a	a	DET
easat-2347	245	6	drought	drought	NOUN
easat-2347	245	7	between	between	ADP
easat-2347	245	8	may	may	PROPN
easat-2347	245	9	and	and	CCONJ
easat-2347	245	10	september	september	PROPN
easat-2347	245	11	of	of	ADP
easat-2347	245	12	2022	2022	NUM
easat-2347	245	13	and	and	CCONJ
easat-2347	245	14	2023	2023	NUM
easat-2347	245	15	,	,	PUNCT
easat-2347	245	16	monthly	monthly	ADJ
easat-2347	245	17	rainfall	rainfall	NOUN
easat-2347	245	18	of	of	ADP
easat-2347	245	19	about	about	ADV
easat-2347	245	20	40	40	NUM
easat-2347	245	21	mm	mm	NOUN
easat-2347	245	22	is	be	AUX
easat-2347	245	23	expected	expect	VERB
easat-2347	245	24	in	in	ADP
easat-2347	245	25	2024	2024	NUM
easat-2347	245	26	,	,	PUNCT
easat-2347	245	27	which	which	PRON
easat-2347	245	28	will	will	AUX
easat-2347	245	29	gradually	gradually	ADV
easat-2347	245	30	increase	increase	VERB
easat-2347	245	31	to	to	ADP
easat-2347	245	32	over	over	ADP
easat-2347	245	33	110	110	NUM
easat-2347	245	34	mm	mm	NOUN
easat-2347	245	35	by	by	ADP
easat-2347	245	36	the	the	DET
easat-2347	245	37	end	end	NOUN
easat-2347	245	38	of	of	ADP
easat-2347	245	39	the	the	DET
easat-2347	245	40	year	year	NOUN
easat-2347	245	41	.	.	PUNCT
easat-2347	246	1	in	in	ADP
easat-2347	246	2	upington	upington	NOUN
easat-2347	246	3	,	,	PUNCT
easat-2347	246	4	as	as	SCONJ
easat-2347	246	5	shown	show	VERB
easat-2347	246	6	in	in	ADP
easat-2347	246	7	figure	figure	NOUN
easat-2347	246	8	6	6	NUM
easat-2347	246	9	,	,	PUNCT
easat-2347	246	10	only	only	ADV
easat-2347	246	11	in	in	ADP
easat-2347	246	12	january	january	PROPN
easat-2347	246	13	,	,	PUNCT
easat-2347	246	14	february	february	PROPN
easat-2347	246	15	,	,	PUNCT
easat-2347	246	16	march	march	PROPN
easat-2347	246	17	,	,	PUNCT
easat-2347	246	18	and	and	CCONJ
easat-2347	246	19	december	december	PROPN
easat-2347	246	20	did	do	AUX
easat-2347	246	21	it	it	PRON
easat-2347	246	22	receive	receive	VERB
easat-2347	246	23	rainfall	rainfall	NOUN
easat-2347	246	24	0	0	NUM
easat-2347	246	25	100	100	NUM
easat-2347	246	26	200	200	NUM
easat-2347	246	27	300	300	NUM
easat-2347	246	28	400	400	NUM
easat-2347	246	29	jan	jan	PROPN
easat-2347	246	30	feb	feb	PROPN
easat-2347	246	31	mar	mar	PROPN
easat-2347	246	32	apr	apr	PROPN
easat-2347	246	33	may	may	AUX
easat-2347	246	34	jun	jun	PROPN
easat-2347	246	35	jul	jul	PROPN
easat-2347	246	36	aug	aug	PROPN
easat-2347	246	37	sep	sep	PROPN
easat-2347	246	38	oct	oct	PROPN
easat-2347	246	39	nov	nov	PROPN
easat-2347	246	40	dec	dec	PROPN
easat-2347	246	41	r	r	PROPN
easat-2347	247	1	a	a	PRON
easat-2347	247	2	in	in	ADP
easat-2347	247	3	fa	fa	INTJ
easat-2347	247	4	ll	ll	AUX
easat-2347	247	5	(	(	PUNCT
easat-2347	247	6	m	m	NOUN
easat-2347	247	7	m	m	ADJ
easat-2347	247	8	)	)	PUNCT
easat-2347	247	9	months	month	NOUN
easat-2347	247	10	mahikeng	mahikeng	PROPN
easat-2347	247	11	2022	2022	NUM
easat-2347	247	12	2023	2023	NUM
easat-2347	247	13	2024	2024	NUM
easat-2347	247	14	0	0	NUM
easat-2347	247	15	50	50	NUM
easat-2347	247	16	100	100	NUM
easat-2347	247	17	150	150	NUM
easat-2347	247	18	200	200	NUM
easat-2347	247	19	250	250	NUM
easat-2347	247	20	jan	jan	PROPN
easat-2347	247	21	feb	feb	PROPN
easat-2347	247	22	mar	mar	PROPN
easat-2347	247	23	apr	apr	PROPN
easat-2347	248	1	may	may	AUX
easat-2347	248	2	jun	jun	PROPN
easat-2347	248	3	jul	jul	PROPN
easat-2347	248	4	aug	aug	PROPN
easat-2347	248	5	sep	sep	PROPN
easat-2347	248	6	oct	oct	PROPN
easat-2347	248	7	nov	nov	PROPN
easat-2347	248	8	dec	dec	PROPN
easat-2347	248	9	r	r	PROPN
easat-2347	248	10	a	a	PRON
easat-2347	248	11	in	in	ADP
easat-2347	248	12	fa	fa	INTJ
easat-2347	248	13	ll	ll	AUX
easat-2347	248	14	(	(	PUNCT
easat-2347	248	15	m	m	NOUN
easat-2347	248	16	m	m	ADJ
easat-2347	248	17	)	)	PUNCT
easat-2347	248	18	months	month	NOUN
easat-2347	248	19	port	port	NOUN
easat-2347	248	20	elizabeth	elizabeth	PROPN
easat-2347	248	21	2022	2022	NUM
easat-2347	248	22	2023	2023	NUM
easat-2347	248	23	2024	2024	NUM
easat-2347	248	24	1816	1816	NUM
easat-2347	248	25	edelweiss	edelweiss	PROPN
easat-2347	248	26	applied	apply	VERB
easat-2347	248	27	science	science	NOUN
easat-2347	248	28	and	and	CCONJ
easat-2347	248	29	technology	technology	NOUN
easat-2347	248	30	issn	issn	PROPN
easat-2347	248	31	:	:	PUNCT
easat-2347	248	32	2576	2576	NUM
easat-2347	248	33	-	-	SYM
easat-2347	248	34	8484	8484	NUM
easat-2347	248	35	vol	vol	NOUN
easat-2347	248	36	.	.	PROPN
easat-2347	249	1	8	8	NUM
easat-2347	249	2	,	,	PUNCT
easat-2347	249	3	no	no	INTJ
easat-2347	249	4	.	.	NOUN
easat-2347	250	1	6	6	NUM
easat-2347	250	2	:	:	SYM
easat-2347	250	3	1805	1805	NUM
easat-2347	250	4	-	-	SYM
easat-2347	250	5	1827	1827	NUM
easat-2347	250	6	,	,	PUNCT
easat-2347	250	7	2024	2024	NUM
easat-2347	250	8	doi	doi	NOUN
easat-2347	250	9	:	:	PUNCT
easat-2347	250	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	250	11	©	©	PROPN
easat-2347	250	12	2024	2024	NUM
easat-2347	250	13	by	by	ADP
easat-2347	250	14	the	the	DET
easat-2347	250	15	authors	author	NOUN
easat-2347	250	16	;	;	PUNCT
easat-2347	250	17	licensee	licensee	PROPN
easat-2347	250	18	learning	learn	VERB
easat-2347	250	19	gate	gate	NOUN
easat-2347	250	20	above	above	ADP
easat-2347	250	21	40	40	NUM
easat-2347	250	22	mm	mm	NOUN
easat-2347	250	23	in	in	ADP
easat-2347	250	24	2023	2023	NUM
easat-2347	250	25	.	.	PUNCT
easat-2347	251	1	2023	2023	NUM
easat-2347	251	2	rainfall	rainfall	NOUN
easat-2347	251	3	in	in	ADP
easat-2347	251	4	other	other	ADJ
easat-2347	251	5	months	month	NOUN
easat-2347	251	6	was	be	AUX
easat-2347	251	7	insignificant	insignificant	ADJ
easat-2347	251	8	.	.	PUNCT
easat-2347	252	1	though	though	SCONJ
easat-2347	252	2	there	there	PRON
easat-2347	252	3	was	be	VERB
easat-2347	252	4	more	more	ADJ
easat-2347	252	5	rainfall	rainfall	NOUN
easat-2347	252	6	in	in	ADP
easat-2347	252	7	2022	2022	NUM
easat-2347	252	8	compared	compare	VERB
easat-2347	252	9	to	to	ADP
easat-2347	252	10	2023	2023	NUM
easat-2347	252	11	,	,	PUNCT
easat-2347	252	12	only	only	ADV
easat-2347	252	13	in	in	ADP
easat-2347	252	14	march	march	PROPN
easat-2347	252	15	did	do	AUX
easat-2347	252	16	the	the	DET
easat-2347	252	17	2022	2022	NUM
easat-2347	252	18	rainfall	rainfall	NOUN
easat-2347	252	19	exceed	exceed	VERB
easat-2347	252	20	the	the	DET
easat-2347	252	21	predicted	predict	VERB
easat-2347	252	22	rainfall	rainfall	NOUN
easat-2347	252	23	for	for	ADP
easat-2347	252	24	2024	2024	NUM
easat-2347	252	25	.	.	PUNCT
easat-2347	253	1	a	a	DET
easat-2347	253	2	similar	similar	ADJ
easat-2347	253	3	amount	amount	NOUN
easat-2347	253	4	of	of	ADP
easat-2347	253	5	rainfall	rainfall	NOUN
easat-2347	253	6	in	in	ADP
easat-2347	253	7	january	january	PROPN
easat-2347	253	8	,	,	PUNCT
easat-2347	253	9	february	february	PROPN
easat-2347	253	10	,	,	PUNCT
easat-2347	253	11	may	may	AUX
easat-2347	253	12	,	,	PUNCT
easat-2347	253	13	june	june	PROPN
easat-2347	253	14	,	,	PUNCT
easat-2347	253	15	and	and	CCONJ
easat-2347	253	16	december	december	PROPN
easat-2347	253	17	2022	2022	NUM
easat-2347	253	18	is	be	AUX
easat-2347	253	19	predicted	predict	VERB
easat-2347	253	20	in	in	ADP
easat-2347	253	21	2024	2024	NUM
easat-2347	253	22	.	.	PUNCT
easat-2347	254	1	figure	figure	VERB
easat-2347	254	2	6	6	NUM
easat-2347	254	3	.	.	PUNCT
easat-2347	254	4	rainfall	rainfall	NOUN
easat-2347	254	5	prediction	prediction	NOUN
easat-2347	254	6	for	for	ADP
easat-2347	254	7	2024	2024	NUM
easat-2347	254	8	compared	compare	VERB
easat-2347	254	9	with	with	ADP
easat-2347	254	10	2023	2023	NUM
easat-2347	254	11	and	and	CCONJ
easat-2347	254	12	2023	2023	NUM
easat-2347	254	13	rainfall	rainfall	NOUN
easat-2347	254	14	under	under	ADP
easat-2347	254	15	the	the	DET
easat-2347	254	16	hot	hot	ADJ
easat-2347	254	17	arid	arid	NOUN
easat-2347	254	18	desert	desert	NOUN
easat-2347	254	19	(	(	PUNCT
easat-2347	254	20	lauville	lauville	NOUN
easat-2347	254	21	,	,	PUNCT
easat-2347	254	22	musina	musina	NOUN
easat-2347	254	23	,	,	PUNCT
easat-2347	254	24	and	and	CCONJ
easat-2347	254	25	upington	upington	NOUN
easat-2347	254	26	)	)	PUNCT
easat-2347	254	27	.	.	PUNCT
easat-2347	255	1	0	0	NUM
easat-2347	256	1	100	100	NUM
easat-2347	256	2	200	200	NUM
easat-2347	256	3	300	300	NUM
easat-2347	256	4	400	400	NUM
easat-2347	256	5	jan	jan	PROPN
easat-2347	256	6	feb	feb	PROPN
easat-2347	256	7	mar	mar	PROPN
easat-2347	256	8	apr	apr	PROPN
easat-2347	256	9	may	may	AUX
easat-2347	256	10	jun	jun	PROPN
easat-2347	256	11	jul	jul	PROPN
easat-2347	256	12	aug	aug	PROPN
easat-2347	256	13	sep	sep	PROPN
easat-2347	256	14	oct	oct	PROPN
easat-2347	256	15	nov	nov	PROPN
easat-2347	256	16	dec	dec	PROPN
easat-2347	256	17	r	r	PROPN
easat-2347	256	18	a	a	PRON
easat-2347	256	19	in	in	ADP
easat-2347	256	20	fa	fa	INTJ
easat-2347	256	21	ll	ll	AUX
easat-2347	256	22	(	(	PUNCT
easat-2347	256	23	m	m	NOUN
easat-2347	256	24	m	m	ADJ
easat-2347	256	25	)	)	PUNCT
easat-2347	256	26	months	month	NOUN
easat-2347	256	27	lauville	lauville	VERB
easat-2347	256	28	2022	2022	NUM
easat-2347	256	29	2023	2023	NUM
easat-2347	256	30	2024	2024	NUM
easat-2347	256	31	0	0	NUM
easat-2347	256	32	100	100	NUM
easat-2347	256	33	200	200	NUM
easat-2347	256	34	300	300	NUM
easat-2347	256	35	jan	jan	PROPN
easat-2347	256	36	feb	feb	PROPN
easat-2347	256	37	mar	mar	PROPN
easat-2347	256	38	apr	apr	PROPN
easat-2347	256	39	may	may	AUX
easat-2347	256	40	jun	jun	PROPN
easat-2347	256	41	jul	jul	PROPN
easat-2347	256	42	aug	aug	PROPN
easat-2347	256	43	sep	sep	PROPN
easat-2347	256	44	oct	oct	PROPN
easat-2347	256	45	nov	nov	PROPN
easat-2347	256	46	decr	decr	VERB
easat-2347	256	47	a	a	PRON
easat-2347	256	48	in	in	ADP
easat-2347	256	49	fa	fa	INTJ
easat-2347	256	50	ll	ll	AUX
easat-2347	256	51	(	(	PUNCT
easat-2347	256	52	m	m	NOUN
easat-2347	256	53	m	m	ADJ
easat-2347	256	54	)	)	PUNCT
easat-2347	256	55	months	month	NOUN
easat-2347	256	56	musina	musina	ADJ
easat-2347	256	57	2022	2022	NUM
easat-2347	256	58	2023	2023	NUM
easat-2347	256	59	2024	2024	NUM
easat-2347	256	60	0	0	NUM
easat-2347	256	61	50	50	NUM
easat-2347	256	62	100	100	NUM
easat-2347	256	63	150	150	NUM
easat-2347	256	64	200	200	NUM
easat-2347	256	65	jan	jan	PROPN
easat-2347	256	66	feb	feb	PROPN
easat-2347	256	67	mar	mar	PROPN
easat-2347	256	68	apr	apr	PROPN
easat-2347	256	69	may	may	AUX
easat-2347	256	70	jun	jun	PROPN
easat-2347	256	71	jul	jul	PROPN
easat-2347	256	72	aug	aug	PROPN
easat-2347	256	73	sep	sep	PROPN
easat-2347	256	74	oct	oct	PROPN
easat-2347	256	75	nov	nov	PROPN
easat-2347	256	76	dec	dec	PROPN
easat-2347	256	77	r	r	PROPN
easat-2347	256	78	a	a	PRON
easat-2347	256	79	in	in	ADP
easat-2347	256	80	fa	fa	INTJ
easat-2347	256	81	ll	ll	AUX
easat-2347	256	82	(	(	PUNCT
easat-2347	256	83	m	m	NOUN
easat-2347	256	84	m	m	ADJ
easat-2347	256	85	)	)	PUNCT
easat-2347	256	86	months	month	NOUN
easat-2347	256	87	upington	upington	NOUN
easat-2347	256	88	2022	2022	NUM
easat-2347	256	89	2023	2023	NUM
easat-2347	256	90	2024	2024	NUM
easat-2347	256	91	1817	1817	NUM
easat-2347	256	92	edelweiss	edelweiss	PROPN
easat-2347	256	93	applied	apply	VERB
easat-2347	256	94	science	science	NOUN
easat-2347	256	95	and	and	CCONJ
easat-2347	256	96	technology	technology	NOUN
easat-2347	256	97	issn	issn	PROPN
easat-2347	256	98	:	:	PUNCT
easat-2347	256	99	2576	2576	NUM
easat-2347	256	100	-	-	SYM
easat-2347	256	101	8484	8484	NUM
easat-2347	256	102	vol	vol	NOUN
easat-2347	256	103	.	.	PROPN
easat-2347	256	104	8	8	NUM
easat-2347	256	105	,	,	PUNCT
easat-2347	256	106	no	no	INTJ
easat-2347	256	107	.	.	NOUN
easat-2347	257	1	6	6	NUM
easat-2347	257	2	:	:	SYM
easat-2347	257	3	1805	1805	NUM
easat-2347	257	4	-	-	SYM
easat-2347	257	5	1827	1827	NUM
easat-2347	257	6	,	,	PUNCT
easat-2347	257	7	2024	2024	NUM
easat-2347	257	8	doi	doi	NOUN
easat-2347	257	9	:	:	PUNCT
easat-2347	257	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	257	11	©	©	PROPN
easat-2347	257	12	2024	2024	NUM
easat-2347	257	13	by	by	ADP
easat-2347	257	14	the	the	DET
easat-2347	257	15	authors	author	NOUN
easat-2347	257	16	;	;	PUNCT
easat-2347	257	17	licensee	licensee	PROPN
easat-2347	257	18	learning	learning	NOUN
easat-2347	257	19	gate	gate	VERB
easat-2347	257	20	4.5	4.5	NUM
easat-2347	257	21	.	.	PUNCT
easat-2347	258	1	subtropical	subtropical	ADJ
easat-2347	258	2	wet	wet	ADJ
easat-2347	258	3	4.5.1	4.5.1	NUM
easat-2347	258	4	.	.	PUNCT
easat-2347	259	1	humid	humid	VERB
easat-2347	259	2	subtropical	subtropical	ADJ
easat-2347	259	3	with	with	ADP
easat-2347	259	4	dry	dry	ADJ
easat-2347	259	5	winter	winter	NOUN
easat-2347	259	6	figure	figure	NOUN
easat-2347	259	7	7	7	NUM
easat-2347	259	8	shows	show	VERB
easat-2347	259	9	the	the	DET
easat-2347	259	10	predicted	predict	VERB
easat-2347	259	11	rainfall	rainfall	NOUN
easat-2347	259	12	for	for	ADP
easat-2347	259	13	2024	2024	NUM
easat-2347	259	14	compared	compare	VERB
easat-2347	259	15	with	with	ADP
easat-2347	259	16	rainfall	rainfall	NOUN
easat-2347	259	17	received	receive	VERB
easat-2347	259	18	in	in	ADP
easat-2347	259	19	2022	2022	NUM
easat-2347	259	20	and	and	CCONJ
easat-2347	259	21	2023	2023	NUM
easat-2347	259	22	in	in	ADP
easat-2347	259	23	dundee	dundee	PROPN
easat-2347	259	24	,	,	PUNCT
easat-2347	259	25	louis	louis	PROPN
easat-2347	259	26	trichardt	trichardt	NOUN
easat-2347	259	27	,	,	PUNCT
easat-2347	259	28	and	and	CCONJ
easat-2347	259	29	nelspruit	nelspruit	PROPN
easat-2347	259	30	.	.	PUNCT
easat-2347	260	1	in	in	ADP
easat-2347	260	2	dundee	dundee	PROPN
easat-2347	260	3	,	,	PUNCT
easat-2347	260	4	there	there	PRON
easat-2347	260	5	is	be	VERB
easat-2347	260	6	an	an	DET
easat-2347	260	7	observed	observed	ADJ
easat-2347	260	8	decrease	decrease	NOUN
easat-2347	260	9	in	in	ADP
easat-2347	260	10	rainfall	rainfall	NOUN
easat-2347	260	11	received	receive	VERB
easat-2347	260	12	in	in	ADP
easat-2347	260	13	january	january	PROPN
easat-2347	260	14	2022	2022	NUM
easat-2347	260	15	and	and	CCONJ
easat-2347	260	16	january	january	PROPN
easat-2347	260	17	2023	2023	NUM
easat-2347	260	18	by	by	ADP
easat-2347	260	19	about	about	ADV
easat-2347	260	20	20	20	NUM
easat-2347	260	21	mm	mm	NOUN
easat-2347	260	22	and	and	CCONJ
easat-2347	260	23	a	a	DET
easat-2347	260	24	further	further	ADJ
easat-2347	260	25	decrease	decrease	NOUN
easat-2347	260	26	by	by	ADP
easat-2347	260	27	20	20	NUM
easat-2347	260	28	mm	mm	NOUN
easat-2347	260	29	in	in	ADP
easat-2347	260	30	the	the	DET
easat-2347	260	31	estimated	estimate	VERB
easat-2347	260	32	values	value	NOUN
easat-2347	260	33	of	of	ADP
easat-2347	260	34	january	january	PROPN
easat-2347	260	35	2024	2024	NUM
easat-2347	260	36	.	.	PUNCT
easat-2347	261	1	however	however	ADV
easat-2347	261	2	,	,	PUNCT
easat-2347	261	3	in	in	ADP
easat-2347	261	4	february	february	PROPN
easat-2347	261	5	,	,	PUNCT
easat-2347	261	6	the	the	DET
easat-2347	261	7	rainfall	rainfall	NOUN
easat-2347	261	8	predicted	predict	VERB
easat-2347	261	9	for	for	ADP
easat-2347	261	10	2024	2024	NUM
easat-2347	261	11	is	be	AUX
easat-2347	261	12	similar	similar	ADJ
easat-2347	261	13	to	to	ADP
easat-2347	261	14	the	the	DET
easat-2347	261	15	rainfall	rainfall	NOUN
easat-2347	261	16	received	receive	VERB
easat-2347	261	17	in	in	ADP
easat-2347	261	18	2022	2022	NUM
easat-2347	261	19	and	and	CCONJ
easat-2347	261	20	about	about	ADV
easat-2347	261	21	80	80	NUM
easat-2347	261	22	mm	mm	NOUN
easat-2347	261	23	less	less	ADJ
easat-2347	261	24	than	than	ADP
easat-2347	261	25	the	the	DET
easat-2347	261	26	february	february	NOUN
easat-2347	261	27	rainfall	rainfall	NOUN
easat-2347	261	28	of	of	ADP
easat-2347	261	29	2023	2023	NUM
easat-2347	261	30	.	.	PUNCT
easat-2347	262	1	more	more	ADJ
easat-2347	262	2	rainfall	rainfall	NOUN
easat-2347	262	3	is	be	AUX
easat-2347	262	4	predicted	predict	VERB
easat-2347	262	5	in	in	ADP
easat-2347	262	6	march	march	PROPN
easat-2347	262	7	2024	2024	NUM
easat-2347	262	8	compared	compare	VERB
easat-2347	262	9	to	to	ADP
easat-2347	262	10	previous	previous	ADJ
easat-2347	262	11	years	year	NOUN
easat-2347	262	12	.	.	PUNCT
easat-2347	263	1	it	it	PRON
easat-2347	263	2	is	be	AUX
easat-2347	263	3	also	also	ADV
easat-2347	263	4	predicted	predict	VERB
easat-2347	263	5	that	that	SCONJ
easat-2347	263	6	the	the	DET
easat-2347	263	7	rainfall	rainfall	NOUN
easat-2347	263	8	expected	expect	VERB
easat-2347	263	9	in	in	ADP
easat-2347	263	10	april	april	PROPN
easat-2347	263	11	will	will	AUX
easat-2347	263	12	be	be	AUX
easat-2347	263	13	thrice	thrice	NOUN
easat-2347	263	14	the	the	DET
easat-2347	263	15	amount	amount	NOUN
easat-2347	263	16	received	receive	VERB
easat-2347	263	17	in	in	ADP
easat-2347	263	18	april	april	PROPN
easat-2347	263	19	2023	2023	NUM
easat-2347	263	20	but	but	CCONJ
easat-2347	263	21	less	less	ADJ
easat-2347	263	22	than	than	ADP
easat-2347	263	23	that	that	PRON
easat-2347	263	24	of	of	ADP
easat-2347	263	25	2022	2022	NUM
easat-2347	263	26	.	.	PUNCT
easat-2347	264	1	however	however	ADV
easat-2347	264	2	,	,	PUNCT
easat-2347	264	3	in	in	ADP
easat-2347	264	4	may	may	PROPN
easat-2347	264	5	,	,	PUNCT
easat-2347	264	6	the	the	DET
easat-2347	264	7	amount	amount	NOUN
easat-2347	264	8	of	of	ADP
easat-2347	264	9	rainfall	rainfall	NOUN
easat-2347	264	10	received	receive	VERB
easat-2347	264	11	in	in	ADP
easat-2347	264	12	the	the	DET
easat-2347	264	13	past	past	ADJ
easat-2347	264	14	two	two	NUM
easat-2347	264	15	years	year	NOUN
easat-2347	264	16	and	and	CCONJ
easat-2347	264	17	predicted	predict	VERB
easat-2347	264	18	rainfall	rainfall	NOUN
easat-2347	264	19	for	for	ADP
easat-2347	264	20	2024	2024	NUM
easat-2347	264	21	are	be	AUX
easat-2347	264	22	similar	similar	ADJ
easat-2347	264	23	.	.	PUNCT
easat-2347	265	1	between	between	ADP
easat-2347	265	2	june	june	PROPN
easat-2347	265	3	and	and	CCONJ
easat-2347	265	4	september	september	PROPN
easat-2347	265	5	,	,	PUNCT
easat-2347	265	6	it	it	PRON
easat-2347	265	7	is	be	AUX
easat-2347	265	8	predicted	predict	VERB
easat-2347	265	9	that	that	SCONJ
easat-2347	265	10	there	there	PRON
easat-2347	265	11	will	will	AUX
easat-2347	265	12	be	be	AUX
easat-2347	265	13	more	more	ADJ
easat-2347	265	14	rainfall	rainfall	NOUN
easat-2347	265	15	than	than	ADP
easat-2347	265	16	the	the	DET
easat-2347	265	17	same	same	ADJ
easat-2347	265	18	period	period	NOUN
easat-2347	265	19	combined	combine	VERB
easat-2347	265	20	in	in	ADP
easat-2347	265	21	2022	2022	NUM
easat-2347	265	22	and	and	CCONJ
easat-2347	265	23	2023	2023	NUM
easat-2347	265	24	.	.	PUNCT
easat-2347	266	1	from	from	ADP
easat-2347	266	2	mid	mid	NOUN
easat-2347	266	3	-	-	NOUN
easat-2347	266	4	spring	spring	NOUN
easat-2347	266	5	to	to	ADP
easat-2347	266	6	december	december	PROPN
easat-2347	266	7	,	,	PUNCT
easat-2347	266	8	there	there	PRON
easat-2347	266	9	is	be	VERB
easat-2347	266	10	predicted	predict	VERB
easat-2347	266	11	to	to	PART
easat-2347	266	12	be	be	AUX
easat-2347	266	13	less	less	ADJ
easat-2347	266	14	rainfall	rainfall	NOUN
easat-2347	266	15	in	in	ADP
easat-2347	266	16	2024	2024	NUM
easat-2347	266	17	compared	compare	VERB
easat-2347	266	18	to	to	ADP
easat-2347	266	19	previous	previous	ADJ
easat-2347	266	20	years	year	NOUN
easat-2347	266	21	.	.	PUNCT
easat-2347	267	1	the	the	DET
easat-2347	267	2	amount	amount	NOUN
easat-2347	267	3	of	of	ADP
easat-2347	267	4	rain	rain	NOUN
easat-2347	267	5	expected	expect	VERB
easat-2347	267	6	in	in	ADP
easat-2347	267	7	november	november	PROPN
easat-2347	267	8	is	be	AUX
easat-2347	267	9	less	less	ADJ
easat-2347	267	10	than	than	ADP
easat-2347	267	11	half	half	NOUN
easat-2347	267	12	what	what	PRON
easat-2347	267	13	was	be	AUX
easat-2347	267	14	received	receive	VERB
easat-2347	267	15	in	in	ADP
easat-2347	267	16	the	the	DET
easat-2347	267	17	past	past	ADJ
easat-2347	267	18	two	two	NUM
easat-2347	267	19	years	year	NOUN
easat-2347	267	20	,	,	PUNCT
easat-2347	267	21	and	and	CCONJ
easat-2347	267	22	the	the	DET
easat-2347	267	23	amount	amount	NOUN
easat-2347	267	24	expected	expect	VERB
easat-2347	267	25	in	in	ADP
easat-2347	267	26	december	december	PROPN
easat-2347	267	27	will	will	AUX
easat-2347	267	28	be	be	AUX
easat-2347	267	29	about	about	ADV
easat-2347	267	30	60	60	NUM
easat-2347	267	31	mm	mm	NOUN
easat-2347	267	32	lower	low	ADJ
easat-2347	267	33	than	than	ADP
easat-2347	267	34	in	in	ADP
easat-2347	267	35	2023	2023	NUM
easat-2347	267	36	and	and	CCONJ
easat-2347	267	37	100	100	NUM
easat-2347	267	38	mm	mm	NOUN
easat-2347	267	39	lower	low	ADJ
easat-2347	267	40	than	than	ADP
easat-2347	267	41	the	the	DET
easat-2347	267	42	amount	amount	NOUN
easat-2347	267	43	of	of	ADP
easat-2347	267	44	rainfall	rainfall	NOUN
easat-2347	267	45	expected	expect	VERB
easat-2347	267	46	in	in	ADP
easat-2347	267	47	december	december	PROPN
easat-2347	267	48	2022	2022	NUM
easat-2347	267	49	.	.	PUNCT
easat-2347	268	1	summarily	summarily	ADV
easat-2347	268	2	,	,	PUNCT
easat-2347	268	3	it	it	PRON
easat-2347	268	4	is	be	AUX
easat-2347	268	5	predicted	predict	VERB
easat-2347	268	6	that	that	SCONJ
easat-2347	268	7	there	there	PRON
easat-2347	268	8	will	will	AUX
easat-2347	268	9	be	be	AUX
easat-2347	268	10	lower	low	ADJ
easat-2347	268	11	rainfall	rainfall	NOUN
easat-2347	268	12	in	in	ADP
easat-2347	268	13	2024	2024	NUM
easat-2347	268	14	compared	compare	VERB
easat-2347	268	15	to	to	ADP
easat-2347	268	16	2022	2022	NUM
easat-2347	268	17	and	and	CCONJ
easat-2347	268	18	2023	2023	NUM
easat-2347	268	19	despite	despite	SCONJ
easat-2347	268	20	having	have	VERB
easat-2347	268	21	more	more	ADJ
easat-2347	268	22	rainfall	rainfall	NOUN
easat-2347	268	23	in	in	ADP
easat-2347	268	24	the	the	DET
easat-2347	268	25	autumn	autumn	NOUN
easat-2347	268	26	of	of	ADP
easat-2347	268	27	2024	2024	NUM
easat-2347	268	28	.	.	PUNCT
easat-2347	269	1	in	in	ADP
easat-2347	269	2	louis	louis	PROPN
easat-2347	269	3	trichardt	trichardt	NOUN
easat-2347	269	4	,	,	PUNCT
easat-2347	269	5	it	it	PRON
easat-2347	269	6	is	be	AUX
easat-2347	269	7	predicted	predict	VERB
easat-2347	269	8	that	that	SCONJ
easat-2347	269	9	the	the	DET
easat-2347	269	10	annual	annual	ADJ
easat-2347	269	11	rainfall	rainfall	NOUN
easat-2347	269	12	of	of	ADP
easat-2347	269	13	2024	2024	NUM
easat-2347	269	14	will	will	AUX
easat-2347	269	15	be	be	AUX
easat-2347	269	16	more	more	ADJ
easat-2347	269	17	than	than	ADP
easat-2347	269	18	those	those	PRON
easat-2347	269	19	of	of	ADP
easat-2347	269	20	2022	2022	NUM
easat-2347	269	21	and	and	CCONJ
easat-2347	269	22	2023	2023	NUM
easat-2347	269	23	.	.	PUNCT
easat-2347	270	1	in	in	ADP
easat-2347	270	2	2023	2023	NUM
easat-2347	270	3	,	,	PUNCT
easat-2347	270	4	significant	significant	ADJ
easat-2347	270	5	months	month	NOUN
easat-2347	270	6	of	of	ADP
easat-2347	270	7	rainfall	rainfall	NOUN
easat-2347	270	8	were	be	AUX
easat-2347	270	9	january	january	PROPN
easat-2347	270	10	,	,	PUNCT
easat-2347	270	11	february	february	PROPN
easat-2347	270	12	,	,	PUNCT
easat-2347	270	13	and	and	CCONJ
easat-2347	270	14	december	december	PROPN
easat-2347	270	15	,	,	PUNCT
easat-2347	270	16	all	all	PRON
easat-2347	270	17	receiving	receive	VERB
easat-2347	270	18	rainfall	rainfall	NOUN
easat-2347	270	19	above	above	ADP
easat-2347	270	20	100	100	NUM
easat-2347	270	21	mm	mm	NOUN
easat-2347	270	22	,	,	PUNCT
easat-2347	270	23	while	while	SCONJ
easat-2347	270	24	march	march	PROPN
easat-2347	270	25	,	,	PUNCT
easat-2347	270	26	october	october	PROPN
easat-2347	270	27	,	,	PUNCT
easat-2347	270	28	and	and	CCONJ
easat-2347	270	29	november	november	PROPN
easat-2347	270	30	received	receive	VERB
easat-2347	270	31	about	about	ADV
easat-2347	270	32	40	40	NUM
easat-2347	270	33	mm	mm	NOUN
easat-2347	270	34	of	of	ADP
easat-2347	270	35	rainfall	rainfall	NOUN
easat-2347	270	36	.	.	PUNCT
easat-2347	271	1	in	in	ADP
easat-2347	271	2	2022	2022	NUM
easat-2347	271	3	,	,	PUNCT
easat-2347	271	4	a	a	DET
easat-2347	271	5	significant	significant	ADJ
easat-2347	271	6	amount	amount	NOUN
easat-2347	271	7	of	of	ADP
easat-2347	271	8	rainfall	rainfall	NOUN
easat-2347	271	9	was	be	AUX
easat-2347	271	10	received	receive	VERB
easat-2347	271	11	in	in	ADP
easat-2347	271	12	march	march	PROPN
easat-2347	271	13	,	,	PUNCT
easat-2347	271	14	april	april	PROPN
easat-2347	271	15	,	,	PUNCT
easat-2347	271	16	november	november	PROPN
easat-2347	271	17	,	,	PUNCT
easat-2347	271	18	and	and	CCONJ
easat-2347	271	19	december	december	PROPN
easat-2347	271	20	,	,	PUNCT
easat-2347	271	21	while	while	SCONJ
easat-2347	271	22	in	in	ADP
easat-2347	271	23	2023	2023	NUM
easat-2347	271	24	,	,	PUNCT
easat-2347	271	25	it	it	PRON
easat-2347	271	26	is	be	AUX
easat-2347	271	27	predicted	predict	VERB
easat-2347	271	28	that	that	SCONJ
easat-2347	271	29	the	the	DET
easat-2347	271	30	first	first	ADJ
easat-2347	271	31	four	four	NUM
easat-2347	271	32	and	and	CCONJ
easat-2347	271	33	last	last	ADJ
easat-2347	271	34	three	three	NUM
easat-2347	271	35	months	month	NOUN
easat-2347	271	36	will	will	AUX
easat-2347	271	37	experience	experience	VERB
easat-2347	271	38	significant	significant	ADJ
easat-2347	271	39	rainfall	rainfall	NOUN
easat-2347	271	40	.	.	PUNCT
easat-2347	272	1	it	it	PRON
easat-2347	272	2	is	be	AUX
easat-2347	272	3	also	also	ADV
easat-2347	272	4	predicted	predict	VERB
easat-2347	272	5	that	that	SCONJ
easat-2347	272	6	there	there	PRON
easat-2347	272	7	will	will	AUX
easat-2347	272	8	not	not	PART
easat-2347	272	9	be	be	AUX
easat-2347	272	10	any	any	DET
easat-2347	272	11	dry	dry	ADJ
easat-2347	272	12	months	month	NOUN
easat-2347	272	13	in	in	ADP
easat-2347	272	14	2024	2024	NUM
easat-2347	272	15	compared	compare	VERB
easat-2347	272	16	to	to	ADP
easat-2347	272	17	other	other	ADJ
easat-2347	272	18	years	year	NOUN
easat-2347	272	19	.	.	PUNCT
easat-2347	273	1	predicted	predict	VERB
easat-2347	273	2	rainfall	rainfall	NOUN
easat-2347	273	3	for	for	ADP
easat-2347	273	4	winter	winter	NOUN
easat-2347	273	5	months	month	NOUN
easat-2347	273	6	would	would	AUX
easat-2347	273	7	be	be	AUX
easat-2347	273	8	about	about	ADV
easat-2347	273	9	40	40	NUM
easat-2347	273	10	mm	mm	NOUN
easat-2347	273	11	.	.	PUNCT
easat-2347	274	1	however	however	ADV
easat-2347	274	2	,	,	PUNCT
easat-2347	274	3	despite	despite	SCONJ
easat-2347	274	4	2024	2024	NUM
easat-2347	274	5	having	have	VERB
easat-2347	274	6	more	more	ADJ
easat-2347	274	7	rainfall	rainfall	NOUN
easat-2347	274	8	than	than	ADP
easat-2347	274	9	the	the	DET
easat-2347	274	10	previous	previous	ADJ
easat-2347	274	11	two	two	NUM
easat-2347	274	12	years	year	NOUN
easat-2347	274	13	,	,	PUNCT
easat-2347	274	14	the	the	DET
easat-2347	274	15	predicted	predict	VERB
easat-2347	274	16	monthly	monthly	ADJ
easat-2347	274	17	rainfall	rainfall	NOUN
easat-2347	274	18	would	would	AUX
easat-2347	274	19	still	still	ADV
easat-2347	274	20	be	be	AUX
easat-2347	274	21	lower	low	ADJ
easat-2347	274	22	than	than	ADP
easat-2347	274	23	the	the	DET
easat-2347	274	24	months	month	NOUN
easat-2347	274	25	of	of	ADP
easat-2347	274	26	heavy	heavy	ADJ
easat-2347	274	27	rainfall	rainfall	NOUN
easat-2347	274	28	in	in	ADP
easat-2347	274	29	2022	2022	NUM
easat-2347	274	30	and	and	CCONJ
easat-2347	274	31	2023	2023	NUM
easat-2347	274	32	.	.	PUNCT
easat-2347	275	1	for	for	ADP
easat-2347	275	2	instance	instance	NOUN
easat-2347	275	3	,	,	PUNCT
easat-2347	275	4	in	in	ADP
easat-2347	275	5	february	february	PROPN
easat-2347	275	6	2023	2023	NUM
easat-2347	275	7	,	,	PUNCT
easat-2347	275	8	about	about	ADV
easat-2347	275	9	250	250	NUM
easat-2347	275	10	mm	mm	NOUN
easat-2347	275	11	of	of	ADP
easat-2347	275	12	rainfall	rainfall	NOUN
easat-2347	275	13	was	be	AUX
easat-2347	275	14	received	receive	VERB
easat-2347	275	15	,	,	PUNCT
easat-2347	275	16	while	while	SCONJ
easat-2347	275	17	the	the	DET
easat-2347	275	18	predicted	predict	VERB
easat-2347	275	19	rainfall	rainfall	NOUN
easat-2347	275	20	for	for	ADP
easat-2347	275	21	2024	2024	NUM
easat-2347	275	22	would	would	AUX
easat-2347	275	23	be	be	AUX
easat-2347	275	24	about	about	ADV
easat-2347	275	25	100	100	NUM
easat-2347	275	26	mm	mm	NOUN
easat-2347	275	27	.	.	PUNCT
easat-2347	276	1	however	however	ADV
easat-2347	276	2	,	,	PUNCT
easat-2347	276	3	the	the	DET
easat-2347	276	4	amount	amount	NOUN
easat-2347	276	5	of	of	ADP
easat-2347	276	6	rainfall	rainfall	NOUN
easat-2347	276	7	received	receive	VERB
easat-2347	276	8	in	in	ADP
easat-2347	276	9	january	january	PROPN
easat-2347	276	10	2023	2023	NUM
easat-2347	276	11	and	and	CCONJ
easat-2347	276	12	predicted	predict	VERB
easat-2347	276	13	january	january	PROPN
easat-2347	276	14	2024	2024	NUM
easat-2347	276	15	are	be	AUX
easat-2347	276	16	similar	similar	ADJ
easat-2347	276	17	.	.	PUNCT
easat-2347	277	1	the	the	DET
easat-2347	277	2	rainfall	rainfall	NOUN
easat-2347	277	3	expected	expect	VERB
easat-2347	277	4	in	in	ADP
easat-2347	277	5	march	march	PROPN
easat-2347	277	6	,	,	PUNCT
easat-2347	277	7	april	april	PROPN
easat-2347	277	8	,	,	PUNCT
easat-2347	277	9	october	october	PROPN
easat-2347	277	10	,	,	PUNCT
easat-2347	277	11	and	and	CCONJ
easat-2347	277	12	november	november	PROPN
easat-2347	277	13	are	be	AUX
easat-2347	277	14	also	also	ADV
easat-2347	277	15	similar	similar	ADJ
easat-2347	277	16	to	to	ADP
easat-2347	277	17	the	the	DET
easat-2347	277	18	amount	amount	NOUN
easat-2347	277	19	received	receive	VERB
easat-2347	277	20	in	in	ADP
easat-2347	277	21	2022	2022	NUM
easat-2347	277	22	during	during	ADP
easat-2347	277	23	these	these	DET
easat-2347	277	24	months	month	NOUN
easat-2347	277	25	.	.	PUNCT
easat-2347	278	1	the	the	DET
easat-2347	278	2	amount	amount	NOUN
easat-2347	278	3	of	of	ADP
easat-2347	278	4	rainfall	rainfall	NOUN
easat-2347	278	5	expected	expect	VERB
easat-2347	278	6	in	in	ADP
easat-2347	278	7	2024	2024	NUM
easat-2347	278	8	is	be	AUX
easat-2347	278	9	similar	similar	ADJ
easat-2347	278	10	to	to	ADP
easat-2347	278	11	the	the	DET
easat-2347	278	12	annual	annual	ADJ
easat-2347	278	13	rainfall	rainfall	NOUN
easat-2347	278	14	in	in	ADP
easat-2347	278	15	2022	2022	NUM
easat-2347	278	16	in	in	ADP
easat-2347	278	17	nelspruit	nelspruit	NOUN
easat-2347	278	18	and	and	CCONJ
easat-2347	278	19	lower	low	ADJ
easat-2347	278	20	than	than	ADP
easat-2347	278	21	the	the	DET
easat-2347	278	22	2023	2023	NUM
easat-2347	278	23	rainfall	rainfall	NOUN
easat-2347	278	24	.	.	PUNCT
easat-2347	279	1	in	in	ADP
easat-2347	279	2	january	january	PROPN
easat-2347	279	3	2024	2024	NUM
easat-2347	279	4	,	,	PUNCT
easat-2347	279	5	it	it	PRON
easat-2347	279	6	is	be	AUX
easat-2347	279	7	predicted	predict	VERB
easat-2347	279	8	that	that	SCONJ
easat-2347	279	9	there	there	PRON
easat-2347	279	10	will	will	AUX
easat-2347	279	11	be	be	AUX
easat-2347	279	12	more	more	ADJ
easat-2347	279	13	rain	rain	NOUN
easat-2347	279	14	compared	compare	VERB
easat-2347	279	15	to	to	ADP
easat-2347	279	16	january	january	PROPN
easat-2347	279	17	2022	2022	NUM
easat-2347	279	18	and	and	CCONJ
easat-2347	279	19	2023	2023	NUM
easat-2347	279	20	by	by	ADP
easat-2347	279	21	about	about	ADV
easat-2347	279	22	30	30	NUM
easat-2347	279	23	mm	mm	NOUN
easat-2347	279	24	.	.	PROPN
easat-2347	279	25	2023	2023	NUM
easat-2347	279	26	had	have	VERB
easat-2347	279	27	months	month	NOUN
easat-2347	279	28	of	of	ADP
easat-2347	279	29	heavy	heavy	ADJ
easat-2347	279	30	rain	rain	NOUN
easat-2347	279	31	,	,	PUNCT
easat-2347	279	32	like	like	ADP
easat-2347	279	33	february	february	PROPN
easat-2347	279	34	,	,	PUNCT
easat-2347	279	35	november	november	PROPN
easat-2347	279	36	,	,	PUNCT
easat-2347	279	37	and	and	CCONJ
easat-2347	279	38	december	december	PROPN
easat-2347	279	39	,	,	PUNCT
easat-2347	279	40	where	where	SCONJ
easat-2347	279	41	rainfall	rainfall	NOUN
easat-2347	279	42	exceeded	exceed	VERB
easat-2347	279	43	200	200	NUM
easat-2347	279	44	mm	mm	NOUN
easat-2347	279	45	and	and	CCONJ
easat-2347	279	46	even	even	ADV
easat-2347	279	47	250	250	NUM
easat-2347	279	48	mm	mm	NOUN
easat-2347	279	49	in	in	ADP
easat-2347	279	50	november	november	PROPN
easat-2347	279	51	.	.	PUNCT
easat-2347	280	1	also	also	ADV
easat-2347	280	2	,	,	PUNCT
easat-2347	280	3	in	in	ADP
easat-2347	280	4	2022	2022	NUM
easat-2347	280	5	,	,	PUNCT
easat-2347	280	6	rainfall	rainfall	NOUN
easat-2347	280	7	in	in	ADP
easat-2347	280	8	november	november	PROPN
easat-2347	280	9	and	and	CCONJ
easat-2347	280	10	december	december	PROPN
easat-2347	280	11	was	be	AUX
easat-2347	280	12	above	above	ADP
easat-2347	280	13	150	150	NUM
easat-2347	280	14	mm	mm	NOUN
easat-2347	280	15	;	;	PUNCT
easat-2347	280	16	however	however	ADV
easat-2347	280	17	,	,	PUNCT
easat-2347	280	18	in	in	ADP
easat-2347	280	19	2024	2024	NUM
easat-2347	280	20	,	,	PUNCT
easat-2347	280	21	months	month	NOUN
easat-2347	280	22	with	with	ADP
easat-2347	280	23	heavy	heavy	ADJ
easat-2347	280	24	rain	rain	NOUN
easat-2347	280	25	would	would	AUX
easat-2347	280	26	receive	receive	VERB
easat-2347	280	27	only	only	ADV
easat-2347	280	28	about	about	ADV
easat-2347	280	29	100	100	NUM
easat-2347	280	30	mm	mm	NOUN
easat-2347	280	31	of	of	ADP
easat-2347	280	32	rainfall	rainfall	NOUN
easat-2347	280	33	.	.	PUNCT
easat-2347	281	1	these	these	DET
easat-2347	281	2	months	month	NOUN
easat-2347	281	3	are	be	AUX
easat-2347	281	4	january	january	PROPN
easat-2347	281	5	,	,	PUNCT
easat-2347	281	6	april	april	PROPN
easat-2347	281	7	,	,	PUNCT
easat-2347	281	8	and	and	CCONJ
easat-2347	281	9	november	november	PROPN
easat-2347	281	10	,	,	PUNCT
easat-2347	281	11	although	although	SCONJ
easat-2347	281	12	a	a	DET
easat-2347	281	13	significant	significant	ADJ
easat-2347	281	14	amount	amount	NOUN
easat-2347	281	15	of	of	ADP
easat-2347	281	16	rainfall	rainfall	NOUN
easat-2347	281	17	is	be	AUX
easat-2347	281	18	predicted	predict	VERB
easat-2347	281	19	for	for	ADP
easat-2347	281	20	february	february	PROPN
easat-2347	281	21	,	,	PUNCT
easat-2347	281	22	march	march	PROPN
easat-2347	281	23	,	,	PUNCT
easat-2347	281	24	and	and	CCONJ
easat-2347	281	25	november	november	PROPN
easat-2347	281	26	.	.	PUNCT
easat-2347	282	1	it	it	PRON
easat-2347	282	2	is	be	AUX
easat-2347	282	3	also	also	ADV
easat-2347	282	4	predicted	predict	VERB
easat-2347	282	5	that	that	SCONJ
easat-2347	282	6	there	there	PRON
easat-2347	282	7	will	will	AUX
easat-2347	282	8	be	be	AUX
easat-2347	282	9	more	more	ADJ
easat-2347	282	10	rainfall	rainfall	NOUN
easat-2347	282	11	in	in	ADP
easat-2347	282	12	2024	2024	NUM
easat-2347	282	13	winter	winter	NOUN
easat-2347	282	14	and	and	CCONJ
easat-2347	282	15	early	early	ADJ
easat-2347	282	16	spring	spring	NOUN
easat-2347	282	17	compared	compare	VERB
easat-2347	282	18	to	to	ADP
easat-2347	282	19	2022	2022	NUM
easat-2347	282	20	and	and	CCONJ
easat-2347	282	21	2023	2023	NUM
easat-2347	282	22	.	.	PUNCT
easat-2347	283	1	1818	1818	NUM
easat-2347	283	2	edelweiss	edelweiss	PROPN
easat-2347	283	3	applied	apply	VERB
easat-2347	283	4	science	science	NOUN
easat-2347	283	5	and	and	CCONJ
easat-2347	283	6	technology	technology	NOUN
easat-2347	283	7	issn	issn	PROPN
easat-2347	283	8	:	:	PUNCT
easat-2347	283	9	2576	2576	NUM
easat-2347	283	10	-	-	SYM
easat-2347	283	11	8484	8484	NUM
easat-2347	283	12	vol	vol	NOUN
easat-2347	283	13	.	.	PROPN
easat-2347	283	14	8	8	NUM
easat-2347	283	15	,	,	PUNCT
easat-2347	283	16	no	no	INTJ
easat-2347	283	17	.	.	NOUN
easat-2347	284	1	6	6	NUM
easat-2347	284	2	:	:	SYM
easat-2347	284	3	1805	1805	NUM
easat-2347	284	4	-	-	SYM
easat-2347	284	5	1827	1827	NUM
easat-2347	284	6	,	,	PUNCT
easat-2347	284	7	2024	2024	NUM
easat-2347	284	8	doi	doi	NOUN
easat-2347	284	9	:	:	PUNCT
easat-2347	284	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	284	11	©	©	PROPN
easat-2347	284	12	2024	2024	NUM
easat-2347	284	13	by	by	ADP
easat-2347	284	14	the	the	DET
easat-2347	284	15	authors	author	NOUN
easat-2347	284	16	;	;	PUNCT
easat-2347	284	17	licensee	licensee	PROPN
easat-2347	284	18	learning	learn	VERB
easat-2347	284	19	gate	gate	NOUN
easat-2347	284	20	figure	figure	NOUN
easat-2347	284	21	7	7	NUM
easat-2347	284	22	.	.	PUNCT
easat-2347	284	23	rainfall	rainfall	NOUN
easat-2347	284	24	prediction	prediction	NOUN
easat-2347	284	25	for	for	ADP
easat-2347	284	26	2024	2024	NUM
easat-2347	284	27	compared	compare	VERB
easat-2347	284	28	with	with	ADP
easat-2347	284	29	2023	2023	NUM
easat-2347	284	30	and	and	CCONJ
easat-2347	284	31	2023	2023	NUM
easat-2347	284	32	rainfall	rainfall	NOUN
easat-2347	284	33	under	under	ADP
easat-2347	284	34	the	the	DET
easat-2347	284	35	humid	humid	NOUN
easat-2347	284	36	subtropical	subtropical	ADJ
easat-2347	284	37	with	with	ADP
easat-2347	284	38	dry	dry	ADJ
easat-2347	284	39	winter	winter	NOUN
easat-2347	284	40	(	(	PUNCT
easat-2347	284	41	dundee	dundee	PROPN
easat-2347	284	42	,	,	PUNCT
easat-2347	284	43	louis	louis	PROPN
easat-2347	284	44	trichardt	trichardt	NOUN
easat-2347	284	45	,	,	PUNCT
easat-2347	284	46	and	and	CCONJ
easat-2347	284	47	nelspruit	nelspruit	NOUN
easat-2347	284	48	)	)	PUNCT
easat-2347	284	49	.	.	PUNCT
easat-2347	285	1	0	0	NUM
easat-2347	286	1	100	100	NUM
easat-2347	286	2	200	200	NUM
easat-2347	286	3	300	300	NUM
easat-2347	286	4	jan	jan	PROPN
easat-2347	286	5	feb	feb	PROPN
easat-2347	286	6	mar	mar	PROPN
easat-2347	286	7	apr	apr	PROPN
easat-2347	286	8	may	may	AUX
easat-2347	286	9	jun	jun	PROPN
easat-2347	286	10	jul	jul	PROPN
easat-2347	286	11	aug	aug	PROPN
easat-2347	286	12	sep	sep	PROPN
easat-2347	286	13	oct	oct	PROPN
easat-2347	286	14	nov	nov	PROPN
easat-2347	286	15	dec	dec	PROPN
easat-2347	286	16	r	r	PROPN
easat-2347	286	17	a	a	PRON
easat-2347	286	18	in	in	ADP
easat-2347	286	19	fa	fa	INTJ
easat-2347	286	20	ll	ll	AUX
easat-2347	286	21	(	(	PUNCT
easat-2347	286	22	m	m	NOUN
easat-2347	286	23	m	m	ADJ
easat-2347	286	24	)	)	PUNCT
easat-2347	286	25	months	month	NOUN
easat-2347	286	26	dundee	dundee	PROPN
easat-2347	286	27	2022	2022	NUM
easat-2347	286	28	2023	2023	NUM
easat-2347	286	29	2024	2024	NUM
easat-2347	286	30	0	0	NUM
easat-2347	286	31	50	50	NUM
easat-2347	286	32	100	100	NUM
easat-2347	286	33	150	150	NUM
easat-2347	286	34	200	200	NUM
easat-2347	286	35	250	250	NUM
easat-2347	286	36	300	300	NUM
easat-2347	286	37	jan	jan	PROPN
easat-2347	286	38	feb	feb	PROPN
easat-2347	286	39	mar	mar	PROPN
easat-2347	286	40	apr	apr	PROPN
easat-2347	286	41	may	may	AUX
easat-2347	286	42	jun	jun	PROPN
easat-2347	286	43	jul	jul	PROPN
easat-2347	286	44	aug	aug	PROPN
easat-2347	286	45	sep	sep	PROPN
easat-2347	286	46	oct	oct	PROPN
easat-2347	286	47	nov	nov	PROPN
easat-2347	286	48	dec	dec	PROPN
easat-2347	286	49	r	r	PROPN
easat-2347	286	50	a	a	PRON
easat-2347	286	51	in	in	ADP
easat-2347	286	52	fa	fa	INTJ
easat-2347	286	53	ll	ll	AUX
easat-2347	286	54	(	(	PUNCT
easat-2347	286	55	m	m	NOUN
easat-2347	286	56	m	m	ADJ
easat-2347	286	57	)	)	PUNCT
easat-2347	286	58	months	month	NOUN
easat-2347	286	59	louis	louis	X
easat-2347	286	60	trichardt	trichardt	ADJ
easat-2347	286	61	2022	2022	NUM
easat-2347	286	62	2023	2023	NUM
easat-2347	286	63	2024	2024	NUM
easat-2347	286	64	0	0	NUM
easat-2347	286	65	50	50	NUM
easat-2347	286	66	100	100	NUM
easat-2347	286	67	150	150	NUM
easat-2347	286	68	200	200	NUM
easat-2347	286	69	250	250	NUM
easat-2347	286	70	300	300	NUM
easat-2347	286	71	jan	jan	PROPN
easat-2347	286	72	feb	feb	PROPN
easat-2347	286	73	mar	mar	PROPN
easat-2347	286	74	apr	apr	PROPN
easat-2347	287	1	may	may	AUX
easat-2347	287	2	jun	jun	PROPN
easat-2347	287	3	jul	jul	PROPN
easat-2347	287	4	aug	aug	PROPN
easat-2347	287	5	sep	sep	PROPN
easat-2347	287	6	oct	oct	PROPN
easat-2347	287	7	nov	nov	PROPN
easat-2347	287	8	dec	dec	PROPN
easat-2347	287	9	r	r	PROPN
easat-2347	287	10	a	a	PRON
easat-2347	287	11	in	in	ADP
easat-2347	287	12	fa	fa	INTJ
easat-2347	287	13	ll	ll	AUX
easat-2347	287	14	(	(	PUNCT
easat-2347	287	15	m	m	NOUN
easat-2347	287	16	m	m	ADJ
easat-2347	287	17	)	)	PUNCT
easat-2347	287	18	months	month	NOUN
easat-2347	287	19	nelspruit	nelspruit	PROPN
easat-2347	287	20	2022	2022	NUM
easat-2347	287	21	2023	2023	NUM
easat-2347	287	22	2024	2024	NUM
easat-2347	287	23	1819	1819	NUM
easat-2347	287	24	edelweiss	edelweiss	PROPN
easat-2347	287	25	applied	apply	VERB
easat-2347	287	26	science	science	NOUN
easat-2347	287	27	and	and	CCONJ
easat-2347	287	28	technology	technology	NOUN
easat-2347	287	29	issn	issn	PROPN
easat-2347	287	30	:	:	PUNCT
easat-2347	287	31	2576	2576	NUM
easat-2347	287	32	-	-	SYM
easat-2347	287	33	8484	8484	NUM
easat-2347	287	34	vol	vol	NOUN
easat-2347	287	35	.	.	PROPN
easat-2347	287	36	8	8	NUM
easat-2347	287	37	,	,	PUNCT
easat-2347	287	38	no	no	INTJ
easat-2347	287	39	.	.	NOUN
easat-2347	287	40	6	6	NUM
easat-2347	287	41	:	:	SYM
easat-2347	287	42	1805	1805	NUM
easat-2347	287	43	-	-	SYM
easat-2347	287	44	1827	1827	NUM
easat-2347	287	45	,	,	PUNCT
easat-2347	287	46	2024	2024	NUM
easat-2347	287	47	doi	doi	NOUN
easat-2347	287	48	:	:	PUNCT
easat-2347	287	49	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	287	50	©	©	PROPN
easat-2347	287	51	2024	2024	NUM
easat-2347	287	52	by	by	ADP
easat-2347	287	53	the	the	DET
easat-2347	287	54	authors	author	NOUN
easat-2347	287	55	;	;	PUNCT
easat-2347	287	56	licensee	licensee	PROPN
easat-2347	287	57	learning	learning	NOUN
easat-2347	287	58	gate	gate	NOUN
easat-2347	287	59	4.5.2	4.5.2	NUM
easat-2347	287	60	.	.	PUNCT
easat-2347	288	1	subtropical	subtropical	ADJ
easat-2347	288	2	highland	highland	PROPN
easat-2347	288	3	with	with	ADP
easat-2347	288	4	dry	dry	ADJ
easat-2347	288	5	winter	winter	NOUN
easat-2347	288	6	figure	figure	NOUN
easat-2347	288	7	8	8	NUM
easat-2347	288	8	shows	show	VERB
easat-2347	288	9	the	the	DET
easat-2347	288	10	predicted	predict	VERB
easat-2347	288	11	rainfall	rainfall	NOUN
easat-2347	288	12	for	for	ADP
easat-2347	288	13	2024	2024	NUM
easat-2347	288	14	for	for	ADP
easat-2347	288	15	the	the	DET
easat-2347	288	16	subtropical	subtropical	ADJ
easat-2347	288	17	highland	highland	PROPN
easat-2347	288	18	with	with	ADP
easat-2347	288	19	a	a	DET
easat-2347	288	20	dry	dry	ADJ
easat-2347	288	21	winter	winter	NOUN
easat-2347	288	22	and	and	CCONJ
easat-2347	288	23	compares	compare	VERB
easat-2347	288	24	it	it	PRON
easat-2347	288	25	with	with	ADP
easat-2347	288	26	2022	2022	NUM
easat-2347	288	27	and	and	CCONJ
easat-2347	288	28	2023	2023	NUM
easat-2347	288	29	results	result	NOUN
easat-2347	288	30	for	for	ADP
easat-2347	288	31	harrismith	harrismith	NOUN
easat-2347	288	32	,	,	PUNCT
easat-2347	288	33	johannesburg	johannesburg	PROPN
easat-2347	288	34	,	,	PUNCT
easat-2347	288	35	and	and	CCONJ
easat-2347	288	36	newcastle	newcastle	PROPN
easat-2347	288	37	.	.	PUNCT
easat-2347	289	1	the	the	DET
easat-2347	289	2	result	result	NOUN
easat-2347	289	3	shows	show	VERB
easat-2347	289	4	that	that	SCONJ
easat-2347	289	5	there	there	PRON
easat-2347	289	6	was	be	VERB
easat-2347	289	7	more	more	ADJ
easat-2347	289	8	rainfall	rainfall	NOUN
easat-2347	289	9	in	in	ADP
easat-2347	289	10	2022	2022	NUM
easat-2347	289	11	than	than	ADP
easat-2347	289	12	in	in	ADP
easat-2347	289	13	2023	2023	NUM
easat-2347	289	14	,	,	PUNCT
easat-2347	289	15	which	which	PRON
easat-2347	289	16	is	be	AUX
easat-2347	289	17	what	what	PRON
easat-2347	289	18	is	be	AUX
easat-2347	289	19	predicted	predict	VERB
easat-2347	289	20	for	for	ADP
easat-2347	289	21	2024	2024	NUM
easat-2347	289	22	,	,	PUNCT
easat-2347	289	23	although	although	SCONJ
easat-2347	289	24	2024	2024	NUM
easat-2347	289	25	estimates	estimate	NOUN
easat-2347	289	26	are	be	AUX
easat-2347	289	27	higher	high	ADJ
easat-2347	289	28	than	than	ADP
easat-2347	289	29	2023	2023	NUM
easat-2347	289	30	for	for	ADP
easat-2347	289	31	harrismith	harrismith	NOUN
easat-2347	289	32	.	.	PUNCT
easat-2347	290	1	in	in	ADP
easat-2347	290	2	2022	2022	NUM
easat-2347	290	3	,	,	PUNCT
easat-2347	290	4	there	there	PRON
easat-2347	290	5	were	be	VERB
easat-2347	290	6	five	five	NUM
easat-2347	290	7	months	month	NOUN
easat-2347	290	8	with	with	ADP
easat-2347	290	9	monthly	monthly	ADJ
easat-2347	290	10	rainfall	rainfall	NOUN
easat-2347	290	11	above	above	ADP
easat-2347	290	12	150	150	NUM
easat-2347	290	13	mm	mm	NOUN
easat-2347	290	14	(	(	PUNCT
easat-2347	290	15	january	january	PROPN
easat-2347	290	16	,	,	PUNCT
easat-2347	290	17	april	april	PROPN
easat-2347	290	18	,	,	PUNCT
easat-2347	290	19	october	october	PROPN
easat-2347	290	20	,	,	PUNCT
easat-2347	290	21	november	november	PROPN
easat-2347	290	22	,	,	PUNCT
easat-2347	290	23	and	and	CCONJ
easat-2347	290	24	december	december	PROPN
easat-2347	290	25	)	)	PUNCT
easat-2347	290	26	,	,	PUNCT
easat-2347	290	27	with	with	ADP
easat-2347	290	28	february	february	PROPN
easat-2347	290	29	and	and	CCONJ
easat-2347	290	30	march	march	PROPN
easat-2347	290	31	also	also	ADV
easat-2347	290	32	experiencing	experience	VERB
easat-2347	290	33	high	high	ADJ
easat-2347	290	34	rainfall	rainfall	NOUN
easat-2347	290	35	.	.	PUNCT
easat-2347	291	1	compared	compare	VERB
easat-2347	291	2	to	to	ADP
easat-2347	291	3	2023	2023	NUM
easat-2347	291	4	,	,	PUNCT
easat-2347	291	5	rainfall	rainfall	NOUN
easat-2347	291	6	above	above	ADP
easat-2347	291	7	100	100	NUM
easat-2347	291	8	mm	mm	NOUN
easat-2347	291	9	was	be	AUX
easat-2347	291	10	only	only	ADV
easat-2347	291	11	received	receive	VERB
easat-2347	291	12	in	in	ADP
easat-2347	291	13	january	january	PROPN
easat-2347	291	14	,	,	PUNCT
easat-2347	291	15	november	november	PROPN
easat-2347	291	16	,	,	PUNCT
easat-2347	291	17	and	and	CCONJ
easat-2347	291	18	december	december	PROPN
easat-2347	291	19	.	.	PUNCT
easat-2347	292	1	while	while	SCONJ
easat-2347	292	2	only	only	ADV
easat-2347	292	3	january	january	PROPN
easat-2347	292	4	,	,	PUNCT
easat-2347	292	5	april	april	PROPN
easat-2347	292	6	,	,	PUNCT
easat-2347	292	7	and	and	CCONJ
easat-2347	292	8	december	december	PROPN
easat-2347	292	9	of	of	ADP
easat-2347	292	10	2024	2024	NUM
easat-2347	292	11	have	have	VERB
easat-2347	292	12	rainfall	rainfall	NOUN
easat-2347	292	13	above	above	ADP
easat-2347	292	14	100	100	NUM
easat-2347	292	15	mm	mm	NOUN
easat-2347	292	16	,	,	PUNCT
easat-2347	292	17	other	other	ADJ
easat-2347	292	18	months	month	NOUN
easat-2347	292	19	are	be	AUX
easat-2347	292	20	predicted	predict	VERB
easat-2347	292	21	to	to	PART
easat-2347	292	22	have	have	VERB
easat-2347	292	23	an	an	DET
easat-2347	292	24	equally	equally	ADV
easat-2347	292	25	high	high	ADJ
easat-2347	292	26	amount	amount	NOUN
easat-2347	292	27	of	of	ADP
easat-2347	292	28	rain	rain	NOUN
easat-2347	292	29	.	.	PUNCT
easat-2347	293	1	between	between	ADP
easat-2347	293	2	january	january	PROPN
easat-2347	293	3	2022	2022	NUM
easat-2347	293	4	and	and	CCONJ
easat-2347	293	5	january	january	PROPN
easat-2347	293	6	2023	2023	NUM
easat-2347	293	7	,	,	PUNCT
easat-2347	293	8	there	there	PRON
easat-2347	293	9	is	be	VERB
easat-2347	293	10	a	a	DET
easat-2347	293	11	decrease	decrease	NOUN
easat-2347	293	12	of	of	ADP
easat-2347	293	13	about	about	ADV
easat-2347	293	14	30	30	NUM
easat-2347	293	15	mm	mm	NOUN
easat-2347	293	16	in	in	ADP
easat-2347	293	17	rain	rain	NOUN
easat-2347	293	18	received	receive	VERB
easat-2347	293	19	;	;	PUNCT
easat-2347	293	20	a	a	DET
easat-2347	293	21	further	further	ADJ
easat-2347	293	22	reduction	reduction	NOUN
easat-2347	293	23	of	of	ADP
easat-2347	293	24	about	about	ADV
easat-2347	293	25	20	20	NUM
easat-2347	293	26	mm	mm	NOUN
easat-2347	293	27	is	be	AUX
easat-2347	293	28	predicted	predict	VERB
easat-2347	293	29	for	for	ADP
easat-2347	293	30	january	january	PROPN
easat-2347	293	31	2024	2024	NUM
easat-2347	293	32	.	.	PUNCT
easat-2347	294	1	the	the	DET
easat-2347	294	2	predicted	predict	VERB
easat-2347	294	3	amount	amount	NOUN
easat-2347	294	4	of	of	ADP
easat-2347	294	5	rain	rain	NOUN
easat-2347	294	6	for	for	ADP
easat-2347	294	7	february	february	PROPN
easat-2347	294	8	and	and	CCONJ
easat-2347	294	9	march	march	PROPN
easat-2347	294	10	is	be	AUX
easat-2347	294	11	within	within	ADP
easat-2347	294	12	20	20	NUM
easat-2347	294	13	mm	mm	NOUN
easat-2347	294	14	of	of	ADP
easat-2347	294	15	what	what	PRON
easat-2347	294	16	was	be	AUX
easat-2347	294	17	received	receive	VERB
easat-2347	294	18	in	in	ADP
easat-2347	294	19	2022	2022	NUM
easat-2347	294	20	and	and	CCONJ
easat-2347	294	21	2023	2023	NUM
easat-2347	294	22	,	,	PUNCT
easat-2347	294	23	with	with	ADP
easat-2347	294	24	2024	2024	NUM
easat-2347	294	25	predicted	predict	VERB
easat-2347	294	26	to	to	PART
easat-2347	294	27	have	have	VERB
easat-2347	294	28	more	more	ADJ
easat-2347	294	29	rain	rain	NOUN
easat-2347	294	30	.	.	PUNCT
easat-2347	295	1	it	it	PRON
easat-2347	295	2	is	be	AUX
easat-2347	295	3	also	also	ADV
easat-2347	295	4	predicted	predict	VERB
easat-2347	295	5	that	that	SCONJ
easat-2347	295	6	there	there	PRON
easat-2347	295	7	will	will	AUX
easat-2347	295	8	be	be	AUX
easat-2347	295	9	more	more	ADJ
easat-2347	295	10	rain	rain	NOUN
easat-2347	295	11	in	in	ADP
easat-2347	295	12	april	april	PROPN
easat-2347	295	13	of	of	ADP
easat-2347	295	14	2024	2024	NUM
easat-2347	295	15	by	by	ADP
easat-2347	295	16	about	about	ADV
easat-2347	295	17	50	50	NUM
easat-2347	295	18	mm	mm	NOUN
easat-2347	295	19	compared	compare	VERB
easat-2347	295	20	to	to	ADP
easat-2347	295	21	what	what	PRON
easat-2347	295	22	was	be	AUX
easat-2347	295	23	received	receive	VERB
easat-2347	295	24	in	in	ADP
easat-2347	295	25	april	april	PROPN
easat-2347	295	26	2023	2023	NUM
easat-2347	295	27	,	,	PUNCT
easat-2347	295	28	but	but	CCONJ
easat-2347	295	29	it	it	PRON
easat-2347	295	30	will	will	AUX
easat-2347	295	31	be	be	AUX
easat-2347	295	32	lower	low	ADJ
easat-2347	295	33	than	than	ADP
easat-2347	295	34	the	the	DET
easat-2347	295	35	amount	amount	NOUN
easat-2347	295	36	of	of	ADP
easat-2347	295	37	rainfall	rainfall	NOUN
easat-2347	295	38	received	receive	VERB
easat-2347	295	39	in	in	ADP
easat-2347	295	40	2022	2022	NUM
easat-2347	295	41	in	in	ADP
easat-2347	295	42	harrismith	harrismith	NOUN
easat-2347	295	43	.	.	PUNCT
easat-2347	296	1	in	in	ADP
easat-2347	296	2	may	may	PROPN
easat-2347	296	3	,	,	PUNCT
easat-2347	296	4	a	a	DET
easat-2347	296	5	decrease	decrease	NOUN
easat-2347	296	6	of	of	ADP
easat-2347	296	7	about	about	ADV
easat-2347	296	8	10	10	NUM
easat-2347	296	9	mm	mm	NOUN
easat-2347	296	10	is	be	AUX
easat-2347	296	11	predicted	predict	VERB
easat-2347	296	12	compared	compare	VERB
easat-2347	296	13	to	to	ADP
easat-2347	296	14	2023	2023	NUM
easat-2347	296	15	rainfall	rainfall	NOUN
easat-2347	296	16	.	.	PUNCT
easat-2347	297	1	however	however	ADV
easat-2347	297	2	,	,	PUNCT
easat-2347	297	3	more	more	ADJ
easat-2347	297	4	rainfall	rainfall	NOUN
easat-2347	297	5	is	be	AUX
easat-2347	297	6	predicted	predict	VERB
easat-2347	297	7	for	for	ADP
easat-2347	297	8	2024	2024	NUM
easat-2347	297	9	from	from	ADP
easat-2347	297	10	june	june	PROPN
easat-2347	297	11	to	to	ADP
easat-2347	297	12	september	september	PROPN
easat-2347	297	13	.	.	PUNCT
easat-2347	298	1	though	though	SCONJ
easat-2347	298	2	this	this	DET
easat-2347	298	3	climatic	climatic	ADJ
easat-2347	298	4	zone	zone	NOUN
easat-2347	298	5	has	have	VERB
easat-2347	298	6	a	a	DET
easat-2347	298	7	dry	dry	ADJ
easat-2347	298	8	winter	winter	NOUN
easat-2347	298	9	,	,	PUNCT
easat-2347	298	10	there	there	PRON
easat-2347	298	11	is	be	VERB
easat-2347	298	12	predicted	predict	VERB
easat-2347	298	13	to	to	PART
easat-2347	298	14	be	be	AUX
easat-2347	298	15	more	more	ADJ
easat-2347	298	16	rain	rain	NOUN
easat-2347	298	17	during	during	ADP
easat-2347	298	18	winter	winter	NOUN
easat-2347	298	19	than	than	ADP
easat-2347	298	20	in	in	ADP
easat-2347	298	21	previous	previous	ADJ
easat-2347	298	22	years	year	NOUN
easat-2347	298	23	.	.	PUNCT
easat-2347	299	1	it	it	PRON
easat-2347	299	2	is	be	AUX
easat-2347	299	3	also	also	ADV
easat-2347	299	4	predicted	predict	VERB
easat-2347	299	5	that	that	SCONJ
easat-2347	299	6	there	there	PRON
easat-2347	299	7	will	will	AUX
easat-2347	299	8	be	be	AUX
easat-2347	299	9	a	a	DET
easat-2347	299	10	gradual	gradual	ADJ
easat-2347	299	11	increase	increase	NOUN
easat-2347	299	12	in	in	ADP
easat-2347	299	13	2024	2024	NUM
easat-2347	299	14	rainfall	rainfall	NOUN
easat-2347	299	15	from	from	ADP
easat-2347	299	16	september	september	PROPN
easat-2347	299	17	till	till	SCONJ
easat-2347	299	18	the	the	DET
easat-2347	299	19	end	end	NOUN
easat-2347	299	20	of	of	ADP
easat-2347	299	21	the	the	DET
easat-2347	299	22	year	year	NOUN
easat-2347	299	23	;	;	PUNCT
easat-2347	299	24	however	however	ADV
easat-2347	299	25	,	,	PUNCT
easat-2347	299	26	it	it	PRON
easat-2347	299	27	would	would	AUX
easat-2347	299	28	still	still	ADV
easat-2347	299	29	be	be	AUX
easat-2347	299	30	lower	low	ADJ
easat-2347	299	31	than	than	ADP
easat-2347	299	32	the	the	DET
easat-2347	299	33	2022	2022	NUM
easat-2347	299	34	and	and	CCONJ
easat-2347	299	35	2023	2023	NUM
easat-2347	299	36	rainfall	rainfall	NOUN
easat-2347	299	37	.	.	PUNCT
easat-2347	300	1	in	in	ADP
easat-2347	300	2	the	the	DET
easat-2347	300	3	commercial	commercial	ADJ
easat-2347	300	4	city	city	NOUN
easat-2347	300	5	of	of	ADP
easat-2347	300	6	johannesburg	johannesburg	PROPN
easat-2347	300	7	,	,	PUNCT
easat-2347	300	8	the	the	DET
easat-2347	300	9	total	total	ADJ
easat-2347	300	10	amount	amount	NOUN
easat-2347	300	11	of	of	ADP
easat-2347	300	12	rainfall	rainfall	NOUN
easat-2347	300	13	predicted	predict	VERB
easat-2347	300	14	for	for	ADP
easat-2347	300	15	2024	2024	NUM
easat-2347	300	16	would	would	AUX
easat-2347	300	17	be	be	AUX
easat-2347	300	18	a	a	DET
easat-2347	300	19	little	little	ADJ
easat-2347	300	20	lower	low	ADJ
easat-2347	300	21	than	than	ADP
easat-2347	300	22	the	the	DET
easat-2347	300	23	annual	annual	ADJ
easat-2347	300	24	rainfall	rainfall	NOUN
easat-2347	300	25	of	of	ADP
easat-2347	300	26	2023	2023	NUM
easat-2347	300	27	and	and	CCONJ
easat-2347	300	28	much	much	ADV
easat-2347	300	29	lower	low	ADJ
easat-2347	300	30	than	than	ADP
easat-2347	300	31	the	the	DET
easat-2347	300	32	annual	annual	ADJ
easat-2347	300	33	rainfall	rainfall	NOUN
easat-2347	300	34	of	of	ADP
easat-2347	300	35	2022	2022	NUM
easat-2347	300	36	.	.	PUNCT
easat-2347	301	1	like	like	ADP
easat-2347	301	2	harrismith	harrismith	PROPN
easat-2347	301	3	,	,	PUNCT
easat-2347	301	4	johannesburg	johannesburg	PROPN
easat-2347	301	5	had	have	VERB
easat-2347	301	6	five	five	NUM
easat-2347	301	7	months	month	NOUN
easat-2347	301	8	of	of	ADP
easat-2347	301	9	rain	rain	NOUN
easat-2347	301	10	above	above	ADP
easat-2347	301	11	150	150	NUM
easat-2347	301	12	mm	mm	NOUN
easat-2347	301	13	in	in	ADP
easat-2347	301	14	2022	2022	NUM
easat-2347	301	15	(	(	PUNCT
easat-2347	301	16	january	january	PROPN
easat-2347	301	17	,	,	PUNCT
easat-2347	301	18	february	february	PROPN
easat-2347	301	19	,	,	PUNCT
easat-2347	301	20	april	april	PROPN
easat-2347	301	21	,	,	PUNCT
easat-2347	301	22	november	november	PROPN
easat-2347	301	23	,	,	PUNCT
easat-2347	301	24	and	and	CCONJ
easat-2347	301	25	december	december	PROPN
easat-2347	301	26	)	)	PUNCT
easat-2347	301	27	,	,	PUNCT
easat-2347	301	28	while	while	SCONJ
easat-2347	301	29	there	there	PRON
easat-2347	301	30	were	be	VERB
easat-2347	301	31	four	four	NUM
easat-2347	301	32	months	month	NOUN
easat-2347	301	33	above	above	ADP
easat-2347	301	34	100	100	NUM
easat-2347	301	35	mm	mm	NOUN
easat-2347	301	36	in	in	ADP
easat-2347	301	37	2023	2023	NUM
easat-2347	301	38	(	(	PUNCT
easat-2347	301	39	february	february	PROPN
easat-2347	301	40	,	,	PUNCT
easat-2347	301	41	may	may	AUX
easat-2347	301	42	,	,	PUNCT
easat-2347	301	43	november	november	PROPN
easat-2347	301	44	,	,	PUNCT
easat-2347	301	45	and	and	CCONJ
easat-2347	301	46	december	december	PROPN
easat-2347	301	47	)	)	PUNCT
easat-2347	301	48	.	.	PUNCT
easat-2347	302	1	this	this	PRON
easat-2347	302	2	reduced	reduce	VERB
easat-2347	302	3	the	the	DET
easat-2347	302	4	predicted	predict	VERB
easat-2347	302	5	rainfall	rainfall	NOUN
easat-2347	302	6	for	for	ADP
easat-2347	302	7	2024	2024	NUM
easat-2347	302	8	(	(	PUNCT
easat-2347	302	9	january	january	PROPN
easat-2347	302	10	,	,	PUNCT
easat-2347	302	11	april	april	PROPN
easat-2347	302	12	,	,	PUNCT
easat-2347	302	13	and	and	CCONJ
easat-2347	302	14	december	december	PROPN
easat-2347	302	15	)	)	PUNCT
easat-2347	302	16	to	to	ADP
easat-2347	302	17	three	three	NUM
easat-2347	302	18	months	month	NOUN
easat-2347	302	19	.	.	PUNCT
easat-2347	303	1	this	this	PRON
easat-2347	303	2	reveals	reveal	VERB
easat-2347	303	3	that	that	SCONJ
easat-2347	303	4	more	more	ADJ
easat-2347	303	5	rain	rain	NOUN
easat-2347	303	6	should	should	AUX
easat-2347	303	7	be	be	AUX
easat-2347	303	8	expected	expect	VERB
easat-2347	303	9	with	with	ADP
easat-2347	303	10	varying	vary	VERB
easat-2347	303	11	intensity	intensity	NOUN
easat-2347	303	12	in	in	ADP
easat-2347	303	13	the	the	DET
easat-2347	303	14	early	early	ADJ
easat-2347	303	15	and	and	CCONJ
easat-2347	303	16	late	late	ADJ
easat-2347	303	17	months	month	NOUN
easat-2347	303	18	of	of	ADP
easat-2347	303	19	the	the	DET
easat-2347	303	20	year	year	NOUN
easat-2347	303	21	.	.	PUNCT
easat-2347	304	1	compared	compare	VERB
easat-2347	304	2	to	to	ADP
easat-2347	304	3	2024	2024	NUM
easat-2347	304	4	,	,	PUNCT
easat-2347	304	5	in	in	ADP
easat-2347	304	6	the	the	DET
easat-2347	304	7	first	first	ADJ
easat-2347	304	8	five	five	NUM
easat-2347	304	9	months	month	NOUN
easat-2347	304	10	of	of	ADP
easat-2347	304	11	the	the	DET
easat-2347	304	12	year	year	NOUN
easat-2347	304	13	,	,	PUNCT
easat-2347	304	14	only	only	ADV
easat-2347	304	15	in	in	ADP
easat-2347	304	16	january	january	PROPN
easat-2347	304	17	and	and	CCONJ
easat-2347	304	18	april	april	PROPN
easat-2347	304	19	will	will	AUX
easat-2347	304	20	the	the	DET
easat-2347	304	21	predicted	predict	VERB
easat-2347	304	22	rainfall	rainfall	NOUN
easat-2347	304	23	be	be	AUX
easat-2347	304	24	more	more	ADJ
easat-2347	304	25	than	than	ADP
easat-2347	304	26	that	that	PRON
easat-2347	304	27	of	of	ADP
easat-2347	304	28	2023	2023	NUM
easat-2347	304	29	,	,	PUNCT
easat-2347	304	30	while	while	SCONJ
easat-2347	304	31	compared	compare	VERB
easat-2347	304	32	with	with	ADP
easat-2347	304	33	2022	2022	NUM
easat-2347	304	34	,	,	PUNCT
easat-2347	304	35	2024	2024	NUM
easat-2347	304	36	predicted	predict	VERB
easat-2347	304	37	rainfall	rainfall	NOUN
easat-2347	304	38	will	will	AUX
easat-2347	304	39	only	only	ADV
easat-2347	304	40	be	be	AUX
easat-2347	304	41	higher	high	ADJ
easat-2347	304	42	in	in	ADP
easat-2347	304	43	march	march	PROPN
easat-2347	304	44	and	and	CCONJ
easat-2347	304	45	may	may	AUX
easat-2347	304	46	.	.	PUNCT
easat-2347	305	1	a	a	DET
easat-2347	305	2	monthly	monthly	ADJ
easat-2347	305	3	average	average	NOUN
easat-2347	305	4	of	of	ADP
easat-2347	305	5	100	100	NUM
easat-2347	305	6	mm	mm	NOUN
easat-2347	305	7	of	of	ADP
easat-2347	305	8	rainfall	rainfall	NOUN
easat-2347	305	9	is	be	AUX
easat-2347	305	10	predicted	predict	VERB
easat-2347	305	11	for	for	ADP
easat-2347	305	12	the	the	DET
easat-2347	305	13	first	first	ADJ
easat-2347	305	14	four	four	NUM
easat-2347	305	15	months	month	NOUN
easat-2347	305	16	of	of	ADP
easat-2347	305	17	2024	2024	NUM
easat-2347	305	18	.	.	PUNCT
easat-2347	306	1	it	it	PRON
easat-2347	306	2	is	be	AUX
easat-2347	306	3	also	also	ADV
easat-2347	306	4	predicted	predict	VERB
easat-2347	306	5	that	that	SCONJ
easat-2347	306	6	there	there	PRON
easat-2347	306	7	will	will	AUX
easat-2347	306	8	be	be	AUX
easat-2347	306	9	more	more	ADJ
easat-2347	306	10	rain	rain	NOUN
easat-2347	306	11	in	in	ADP
easat-2347	306	12	winter	winter	NOUN
easat-2347	306	13	and	and	CCONJ
easat-2347	306	14	early	early	ADJ
easat-2347	306	15	spring	spring	NOUN
easat-2347	306	16	compared	compare	VERB
easat-2347	306	17	to	to	ADP
easat-2347	306	18	other	other	ADJ
easat-2347	306	19	years	year	NOUN
easat-2347	306	20	.	.	PUNCT
easat-2347	307	1	the	the	DET
easat-2347	307	2	predicted	predict	VERB
easat-2347	307	3	rainfall	rainfall	NOUN
easat-2347	307	4	for	for	ADP
easat-2347	307	5	the	the	DET
easat-2347	307	6	last	last	ADJ
easat-2347	307	7	two	two	NUM
easat-2347	307	8	months	month	NOUN
easat-2347	307	9	of	of	ADP
easat-2347	307	10	2024	2024	NUM
easat-2347	307	11	is	be	AUX
easat-2347	307	12	much	much	ADV
easat-2347	307	13	lower	low	ADJ
easat-2347	307	14	than	than	ADP
easat-2347	307	15	that	that	PRON
easat-2347	307	16	of	of	ADP
easat-2347	307	17	2023	2023	NUM
easat-2347	307	18	and	and	CCONJ
easat-2347	307	19	2022	2022	NUM
easat-2347	307	20	.	.	PUNCT
easat-2347	308	1	newcastle	newcastle	PROPN
easat-2347	308	2	also	also	ADV
easat-2347	308	3	had	have	VERB
easat-2347	308	4	four	four	NUM
easat-2347	308	5	months	month	NOUN
easat-2347	308	6	(	(	PUNCT
easat-2347	308	7	april	april	PROPN
easat-2347	308	8	,	,	PUNCT
easat-2347	308	9	october	october	PROPN
easat-2347	308	10	,	,	PUNCT
easat-2347	308	11	november	november	PROPN
easat-2347	308	12	,	,	PUNCT
easat-2347	308	13	and	and	CCONJ
easat-2347	308	14	december	december	PROPN
easat-2347	308	15	)	)	PUNCT
easat-2347	308	16	of	of	ADP
easat-2347	308	17	rainfall	rainfall	NOUN
easat-2347	308	18	above	above	ADP
easat-2347	308	19	150	150	NUM
easat-2347	308	20	mm	mm	NOUN
easat-2347	308	21	,	,	PUNCT
easat-2347	308	22	with	with	ADP
easat-2347	308	23	rainfall	rainfall	NOUN
easat-2347	308	24	in	in	ADP
easat-2347	308	25	two	two	NUM
easat-2347	308	26	months	month	NOUN
easat-2347	308	27	exceeding	exceed	VERB
easat-2347	308	28	200	200	NUM
easat-2347	308	29	mm	mm	NOUN
easat-2347	308	30	(	(	PUNCT
easat-2347	308	31	october	october	PROPN
easat-2347	308	32	and	and	CCONJ
easat-2347	308	33	december	december	PROPN
easat-2347	308	34	)	)	PUNCT
easat-2347	308	35	in	in	ADP
easat-2347	308	36	2022	2022	NUM
easat-2347	308	37	.	.	PUNCT
easat-2347	309	1	in	in	ADP
easat-2347	309	2	2023	2023	NUM
easat-2347	309	3	,	,	PUNCT
easat-2347	309	4	rainfall	rainfall	NOUN
easat-2347	309	5	over	over	ADP
easat-2347	309	6	150	150	NUM
easat-2347	309	7	mm	mm	NOUN
easat-2347	309	8	was	be	AUX
easat-2347	309	9	recorded	record	VERB
easat-2347	309	10	only	only	ADV
easat-2347	309	11	in	in	ADP
easat-2347	309	12	february	february	PROPN
easat-2347	309	13	and	and	CCONJ
easat-2347	309	14	november	november	PROPN
easat-2347	309	15	,	,	PUNCT
easat-2347	309	16	with	with	ADP
easat-2347	309	17	december	december	PROPN
easat-2347	309	18	having	have	VERB
easat-2347	309	19	a	a	DET
easat-2347	309	20	high	high	ADJ
easat-2347	309	21	amount	amount	NOUN
easat-2347	309	22	of	of	ADP
easat-2347	309	23	rainfall	rainfall	NOUN
easat-2347	309	24	.	.	PUNCT
easat-2347	310	1	in	in	ADP
easat-2347	310	2	2024	2024	NUM
easat-2347	310	3	,	,	PUNCT
easat-2347	310	4	none	none	NOUN
easat-2347	310	5	of	of	ADP
easat-2347	310	6	the	the	DET
easat-2347	310	7	months	month	NOUN
easat-2347	310	8	is	be	AUX
easat-2347	310	9	predicted	predict	VERB
easat-2347	310	10	to	to	PART
easat-2347	310	11	have	have	VERB
easat-2347	310	12	rainfall	rainfall	NOUN
easat-2347	310	13	of	of	ADP
easat-2347	310	14	over	over	ADP
easat-2347	310	15	150	150	NUM
easat-2347	310	16	mm	mm	NOUN
easat-2347	310	17	,	,	PUNCT
easat-2347	310	18	with	with	ADP
easat-2347	310	19	only	only	ADV
easat-2347	310	20	three	three	NUM
easat-2347	310	21	months	month	NOUN
easat-2347	310	22	(	(	PUNCT
easat-2347	310	23	january	january	PROPN
easat-2347	310	24	,	,	PUNCT
easat-2347	310	25	april	april	PROPN
easat-2347	310	26	,	,	PUNCT
easat-2347	310	27	and	and	CCONJ
easat-2347	310	28	december	december	PROPN
easat-2347	310	29	)	)	PUNCT
easat-2347	310	30	having	have	VERB
easat-2347	310	31	rainfall	rainfall	NOUN
easat-2347	310	32	above	above	ADP
easat-2347	310	33	100	100	NUM
easat-2347	310	34	mm	mm	NOUN
easat-2347	310	35	.	.	PUNCT
easat-2347	311	1	predicted	predict	VERB
easat-2347	311	2	rain	rain	NOUN
easat-2347	311	3	for	for	ADP
easat-2347	311	4	january	january	PROPN
easat-2347	311	5	2024	2024	NUM
easat-2347	311	6	is	be	AUX
easat-2347	311	7	similar	similar	ADJ
easat-2347	311	8	to	to	ADP
easat-2347	311	9	what	what	PRON
easat-2347	311	10	was	be	AUX
easat-2347	311	11	received	receive	VERB
easat-2347	311	12	in	in	ADP
easat-2347	311	13	2022	2022	NUM
easat-2347	311	14	and	and	CCONJ
easat-2347	311	15	2023	2023	NUM
easat-2347	311	16	,	,	PUNCT
easat-2347	311	17	while	while	SCONJ
easat-2347	311	18	that	that	PRON
easat-2347	311	19	of	of	ADP
easat-2347	311	20	february	february	PROPN
easat-2347	311	21	is	be	AUX
easat-2347	311	22	similar	similar	ADJ
easat-2347	311	23	to	to	ADP
easat-2347	311	24	2022	2022	NUM
easat-2347	311	25	february	february	NOUN
easat-2347	311	26	rainfall	rainfall	NOUN
easat-2347	311	27	and	and	CCONJ
easat-2347	311	28	much	much	ADV
easat-2347	311	29	lower	low	ADJ
easat-2347	311	30	than	than	ADP
easat-2347	311	31	2023	2023	NUM
easat-2347	311	32	february	february	NOUN
easat-2347	311	33	rainfall	rainfall	NOUN
easat-2347	311	34	.	.	PUNCT
easat-2347	312	1	for	for	ADP
easat-2347	312	2	march	march	PROPN
easat-2347	312	3	,	,	PUNCT
easat-2347	312	4	the	the	DET
easat-2347	312	5	predicted	predict	VERB
easat-2347	312	6	rainfall	rainfall	NOUN
easat-2347	312	7	was	be	AUX
easat-2347	312	8	about	about	ADV
easat-2347	312	9	twice	twice	DET
easat-2347	312	10	what	what	PRON
easat-2347	312	11	was	be	AUX
easat-2347	312	12	received	receive	VERB
easat-2347	312	13	in	in	ADP
easat-2347	312	14	the	the	DET
easat-2347	312	15	previous	previous	ADJ
easat-2347	312	16	two	two	NUM
easat-2347	312	17	years	year	NOUN
easat-2347	312	18	.	.	PUNCT
easat-2347	313	1	similarly	similarly	ADV
easat-2347	313	2	,	,	PUNCT
easat-2347	313	3	for	for	ADP
easat-2347	313	4	april	april	PROPN
easat-2347	313	5	,	,	PUNCT
easat-2347	313	6	the	the	DET
easat-2347	313	7	predicted	predict	VERB
easat-2347	313	8	rainfall	rainfall	NOUN
easat-2347	313	9	is	be	AUX
easat-2347	313	10	more	more	ADJ
easat-2347	313	11	than	than	ADP
easat-2347	313	12	twice	twice	DET
easat-2347	313	13	what	what	PRON
easat-2347	313	14	was	be	AUX
easat-2347	313	15	received	receive	VERB
easat-2347	313	16	in	in	ADP
easat-2347	313	17	2023	2023	NUM
easat-2347	313	18	,	,	PUNCT
easat-2347	313	19	though	though	SCONJ
easat-2347	313	20	lower	low	ADJ
easat-2347	313	21	than	than	ADP
easat-2347	313	22	the	the	DET
easat-2347	313	23	2022	2022	NUM
easat-2347	313	24	april	april	PROPN
easat-2347	313	25	rainfall	rainfall	NOUN
easat-2347	313	26	,	,	PUNCT
easat-2347	313	27	while	while	SCONJ
easat-2347	313	28	the	the	DET
easat-2347	313	29	predicted	predict	VERB
easat-2347	313	30	rainfall	rainfall	NOUN
easat-2347	313	31	for	for	ADP
easat-2347	313	32	may	may	AUX
easat-2347	313	33	is	be	AUX
easat-2347	313	34	within	within	ADP
easat-2347	313	35	the	the	DET
easat-2347	313	36	same	same	ADJ
easat-2347	313	37	range	range	NOUN
easat-2347	313	38	as	as	SCONJ
easat-2347	313	39	recorded	record	VERB
easat-2347	313	40	in	in	ADP
easat-2347	313	41	2022	2022	NUM
easat-2347	313	42	and	and	CCONJ
easat-2347	313	43	2023	2023	NUM
easat-2347	313	44	.	.	PUNCT
easat-2347	314	1	as	as	ADP
easat-2347	314	2	with	with	ADP
easat-2347	314	3	other	other	ADJ
easat-2347	314	4	cities	city	NOUN
easat-2347	314	5	under	under	ADP
easat-2347	314	6	the	the	DET
easat-2347	314	7	dry	dry	ADJ
easat-2347	314	8	winter	winter	NOUN
easat-2347	314	9	climatic	climatic	ADJ
easat-2347	314	10	zone	zone	NOUN
easat-2347	314	11	,	,	PUNCT
easat-2347	314	12	more	more	ADJ
easat-2347	314	13	rainfall	rainfall	NOUN
easat-2347	314	14	is	be	AUX
easat-2347	314	15	expected	expect	VERB
easat-2347	314	16	in	in	ADP
easat-2347	314	17	2024	2024	NUM
easat-2347	314	18	compared	compare	VERB
easat-2347	314	19	to	to	ADP
easat-2347	314	20	other	other	ADJ
easat-2347	314	21	years	year	NOUN
easat-2347	314	22	.	.	PUNCT
easat-2347	315	1	rainfall	rainfall	NOUN
easat-2347	315	2	predicted	predict	VERB
easat-2347	315	3	for	for	ADP
easat-2347	315	4	october	october	PROPN
easat-2347	315	5	is	be	AUX
easat-2347	315	6	similar	similar	ADJ
easat-2347	315	7	to	to	ADP
easat-2347	315	8	2023	2023	NUM
easat-2347	315	9	october	october	PROPN
easat-2347	315	10	rainfall	rainfall	NOUN
easat-2347	315	11	but	but	CCONJ
easat-2347	315	12	much	much	ADV
easat-2347	315	13	lower	low	ADJ
easat-2347	315	14	than	than	ADP
easat-2347	315	15	that	that	PRON
easat-2347	315	16	of	of	ADP
easat-2347	315	17	2023	2023	NUM
easat-2347	315	18	.	.	PUNCT
easat-2347	316	1	however	however	ADV
easat-2347	316	2	,	,	PUNCT
easat-2347	316	3	less	less	ADJ
easat-2347	316	4	rainfall	rainfall	NOUN
easat-2347	316	5	is	be	AUX
easat-2347	316	6	predicted	predict	VERB
easat-2347	316	7	for	for	ADP
easat-2347	316	8	the	the	DET
easat-2347	316	9	last	last	ADJ
easat-2347	316	10	two	two	NUM
easat-2347	316	11	months	month	NOUN
easat-2347	316	12	of	of	ADP
easat-2347	316	13	the	the	DET
easat-2347	316	14	year	year	NOUN
easat-2347	316	15	compared	compare	VERB
easat-2347	316	16	to	to	ADP
easat-2347	316	17	these	these	DET
easat-2347	316	18	months	month	NOUN
easat-2347	316	19	in	in	ADP
easat-2347	316	20	2022	2022	NUM
easat-2347	316	21	and	and	CCONJ
easat-2347	316	22	2023	2023	NUM
easat-2347	316	23	,	,	PUNCT
easat-2347	316	24	with	with	ADP
easat-2347	316	25	november	november	NOUN
easat-2347	316	26	receiving	receive	VERB
easat-2347	316	27	about	about	ADP
easat-2347	316	28	half	half	DET
easat-2347	316	29	the	the	DET
easat-2347	316	30	amount	amount	NOUN
easat-2347	316	31	of	of	ADP
easat-2347	316	32	rainfall	rainfall	NOUN
easat-2347	316	33	recorded	record	VERB
easat-2347	316	34	in	in	ADP
easat-2347	316	35	2022	2022	NUM
easat-2347	316	36	and	and	CCONJ
easat-2347	316	37	2023	2023	NUM
easat-2347	316	38	.	.	PUNCT
easat-2347	317	1	1820	1820	NUM
easat-2347	317	2	edelweiss	edelweiss	PROPN
easat-2347	317	3	applied	apply	VERB
easat-2347	317	4	science	science	NOUN
easat-2347	317	5	and	and	CCONJ
easat-2347	317	6	technology	technology	NOUN
easat-2347	317	7	issn	issn	PROPN
easat-2347	317	8	:	:	PUNCT
easat-2347	317	9	2576	2576	NUM
easat-2347	317	10	-	-	SYM
easat-2347	317	11	8484	8484	NUM
easat-2347	317	12	vol	vol	NOUN
easat-2347	317	13	.	.	PROPN
easat-2347	317	14	8	8	NUM
easat-2347	317	15	,	,	PUNCT
easat-2347	317	16	no	no	INTJ
easat-2347	317	17	.	.	NOUN
easat-2347	318	1	6	6	NUM
easat-2347	318	2	:	:	SYM
easat-2347	318	3	1805	1805	NUM
easat-2347	318	4	-	-	SYM
easat-2347	318	5	1827	1827	NUM
easat-2347	318	6	,	,	PUNCT
easat-2347	318	7	2024	2024	NUM
easat-2347	318	8	doi	doi	NOUN
easat-2347	318	9	:	:	PUNCT
easat-2347	318	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	318	11	©	©	PROPN
easat-2347	318	12	2024	2024	NUM
easat-2347	318	13	by	by	ADP
easat-2347	318	14	the	the	DET
easat-2347	318	15	authors	author	NOUN
easat-2347	318	16	;	;	PUNCT
easat-2347	318	17	licensee	licensee	PROPN
easat-2347	318	18	learning	learn	VERB
easat-2347	318	19	gate	gate	PROPN
easat-2347	318	20	figure	figure	NOUN
easat-2347	318	21	8	8	NUM
easat-2347	318	22	.	.	PUNCT
easat-2347	319	1	rainfall	rainfall	NOUN
easat-2347	319	2	prediction	prediction	NOUN
easat-2347	319	3	for	for	ADP
easat-2347	319	4	2024	2024	NUM
easat-2347	319	5	compared	compare	VERB
easat-2347	319	6	with	with	ADP
easat-2347	319	7	2023	2023	NUM
easat-2347	319	8	and	and	CCONJ
easat-2347	319	9	2023	2023	NUM
easat-2347	319	10	rainfall	rainfall	NOUN
easat-2347	319	11	under	under	ADP
easat-2347	319	12	the	the	DET
easat-2347	319	13	subtropical	subtropical	ADJ
easat-2347	319	14	highland	highland	PROPN
easat-2347	319	15	with	with	ADP
easat-2347	319	16	dry	dry	ADJ
easat-2347	319	17	winter	winter	NOUN
easat-2347	319	18	(	(	PUNCT
easat-2347	319	19	harrismith	harrismith	PROPN
easat-2347	319	20	,	,	PUNCT
easat-2347	319	21	johannesburg	johannesburg	PROPN
easat-2347	319	22	,	,	PUNCT
easat-2347	319	23	and	and	CCONJ
easat-2347	319	24	newcastle	newcastle	PROPN
easat-2347	319	25	)	)	PUNCT
easat-2347	319	26	.	.	PUNCT
easat-2347	320	1	0	0	NUM
easat-2347	320	2	50	50	NUM
easat-2347	320	3	100	100	NUM
easat-2347	320	4	150	150	NUM
easat-2347	320	5	200	200	NUM
easat-2347	320	6	jan	jan	PROPN
easat-2347	320	7	feb	feb	PROPN
easat-2347	320	8	mar	mar	PROPN
easat-2347	320	9	apr	apr	PROPN
easat-2347	320	10	may	may	AUX
easat-2347	320	11	jun	jun	PROPN
easat-2347	320	12	jul	jul	PROPN
easat-2347	320	13	aug	aug	PROPN
easat-2347	320	14	sep	sep	PROPN
easat-2347	320	15	oct	oct	PROPN
easat-2347	320	16	nov	nov	PROPN
easat-2347	320	17	dec	dec	PROPN
easat-2347	320	18	r	r	PROPN
easat-2347	320	19	a	a	DET
easat-2347	320	20	in	in	ADP
easat-2347	320	21	fa	fa	INTJ
easat-2347	320	22	ll	ll	AUX
easat-2347	320	23	(	(	PUNCT
easat-2347	320	24	m	m	NOUN
easat-2347	320	25	m	m	ADJ
easat-2347	320	26	)	)	PUNCT
easat-2347	320	27	months	month	NOUN
easat-2347	320	28	harrismith	harrismith	ADP
easat-2347	320	29	2022	2022	NUM
easat-2347	320	30	2023	2023	NUM
easat-2347	320	31	2024	2024	NUM
easat-2347	320	32	0	0	NUM
easat-2347	320	33	50	50	NUM
easat-2347	320	34	100	100	NUM
easat-2347	320	35	150	150	NUM
easat-2347	320	36	200	200	NUM
easat-2347	320	37	250	250	NUM
easat-2347	320	38	300	300	NUM
easat-2347	320	39	jan	jan	PROPN
easat-2347	320	40	feb	feb	PROPN
easat-2347	320	41	mar	mar	PROPN
easat-2347	320	42	apr	apr	PROPN
easat-2347	320	43	may	may	AUX
easat-2347	320	44	jun	jun	PROPN
easat-2347	320	45	jul	jul	PROPN
easat-2347	320	46	aug	aug	PROPN
easat-2347	320	47	sep	sep	PROPN
easat-2347	320	48	oct	oct	PROPN
easat-2347	320	49	nov	nov	PROPN
easat-2347	320	50	dec	dec	PROPN
easat-2347	320	51	r	r	PROPN
easat-2347	320	52	a	a	PRON
easat-2347	320	53	in	in	ADP
easat-2347	320	54	fa	fa	INTJ
easat-2347	320	55	ll	ll	AUX
easat-2347	320	56	(	(	PUNCT
easat-2347	320	57	m	m	NOUN
easat-2347	320	58	m	m	ADJ
easat-2347	320	59	)	)	PUNCT
easat-2347	320	60	months	months	PROPN
easat-2347	320	61	johannesburg	johannesburg	PROPN
easat-2347	320	62	2022	2022	NUM
easat-2347	320	63	2023	2023	NUM
easat-2347	320	64	2024	2024	NUM
easat-2347	320	65	0	0	NUM
easat-2347	320	66	50	50	NUM
easat-2347	320	67	100	100	NUM
easat-2347	320	68	150	150	NUM
easat-2347	320	69	200	200	NUM
easat-2347	320	70	250	250	NUM
easat-2347	320	71	jan	jan	PROPN
easat-2347	320	72	feb	feb	PROPN
easat-2347	320	73	mar	mar	PROPN
easat-2347	320	74	apr	apr	PROPN
easat-2347	320	75	may	may	PROPN
easat-2347	320	76	jun	jun	PROPN
easat-2347	320	77	jul	jul	PROPN
easat-2347	320	78	aug	aug	PROPN
easat-2347	320	79	sep	sep	PROPN
easat-2347	320	80	oct	oct	PROPN
easat-2347	320	81	nov	nov	PROPN
easat-2347	320	82	dec	dec	PROPN
easat-2347	320	83	r	r	PROPN
easat-2347	320	84	a	a	PRON
easat-2347	320	85	in	in	ADP
easat-2347	320	86	fa	fa	INTJ
easat-2347	320	87	ll	ll	AUX
easat-2347	320	88	(	(	PUNCT
easat-2347	320	89	m	m	NOUN
easat-2347	320	90	m	m	ADJ
easat-2347	320	91	)	)	PUNCT
easat-2347	320	92	months	month	NOUN
easat-2347	320	93	newcastle	newcastle	PROPN
easat-2347	320	94	2022	2022	NUM
easat-2347	320	95	2023	2023	NUM
easat-2347	320	96	2024	2024	NUM
easat-2347	320	97	1821	1821	NUM
easat-2347	320	98	edelweiss	edelweiss	PROPN
easat-2347	320	99	applied	apply	VERB
easat-2347	320	100	science	science	NOUN
easat-2347	320	101	and	and	CCONJ
easat-2347	320	102	technology	technology	NOUN
easat-2347	320	103	issn	issn	PROPN
easat-2347	320	104	:	:	PUNCT
easat-2347	320	105	2576	2576	NUM
easat-2347	320	106	-	-	SYM
easat-2347	320	107	8484	8484	NUM
easat-2347	320	108	vol	vol	NOUN
easat-2347	320	109	.	.	PROPN
easat-2347	320	110	8	8	NUM
easat-2347	320	111	,	,	PUNCT
easat-2347	320	112	no	no	INTJ
easat-2347	320	113	.	.	NOUN
easat-2347	321	1	6	6	NUM
easat-2347	321	2	:	:	SYM
easat-2347	321	3	1805	1805	NUM
easat-2347	321	4	-	-	SYM
easat-2347	321	5	1827	1827	NUM
easat-2347	321	6	,	,	PUNCT
easat-2347	321	7	2024	2024	NUM
easat-2347	321	8	doi	doi	NOUN
easat-2347	321	9	:	:	PUNCT
easat-2347	321	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	321	11	©	©	PROPN
easat-2347	321	12	2024	2024	NUM
easat-2347	321	13	by	by	ADP
easat-2347	321	14	the	the	DET
easat-2347	321	15	authors	author	NOUN
easat-2347	321	16	;	;	PUNCT
easat-2347	321	17	licensee	licensee	PROPN
easat-2347	321	18	learning	learning	NOUN
easat-2347	321	19	gate	gate	NOUN
easat-2347	321	20	4.6	4.6	NUM
easat-2347	321	21	.	.	PUNCT
easat-2347	322	1	subtropical	subtropical	ADJ
easat-2347	322	2	dry	dry	ADJ
easat-2347	322	3	4.6.1	4.6.1	PROPN
easat-2347	322	4	.	.	PUNCT
easat-2347	322	5	humid	humid	PROPN
easat-2347	322	6	subtropical	subtropical	ADJ
easat-2347	322	7	without	without	ADP
easat-2347	322	8	dry	dry	ADJ
easat-2347	322	9	season	season	NOUN
easat-2347	322	10	figure	figure	NOUN
easat-2347	322	11	9	9	NUM
easat-2347	322	12	shows	show	VERB
easat-2347	322	13	the	the	DET
easat-2347	322	14	2024	2024	NUM
easat-2347	322	15	rainfall	rainfall	NOUN
easat-2347	322	16	prediction	prediction	NOUN
easat-2347	322	17	with	with	ADP
easat-2347	322	18	2022	2022	NUM
easat-2347	322	19	and	and	CCONJ
easat-2347	322	20	2023	2023	NUM
easat-2347	322	21	rainfall	rainfall	NOUN
easat-2347	322	22	for	for	ADP
easat-2347	322	23	durban	durban	NOUN
easat-2347	322	24	,	,	PUNCT
easat-2347	322	25	port	port	NOUN
easat-2347	322	26	edward	edward	NOUN
easat-2347	322	27	,	,	PUNCT
easat-2347	322	28	and	and	CCONJ
easat-2347	322	29	richards	richards	PROPN
easat-2347	322	30	bay	bay	PROPN
easat-2347	322	31	under	under	ADP
easat-2347	322	32	the	the	DET
easat-2347	322	33	humid	humid	NOUN
easat-2347	322	34	subtropical	subtropical	ADJ
easat-2347	322	35	without	without	ADP
easat-2347	322	36	a	a	DET
easat-2347	322	37	dry	dry	ADJ
easat-2347	322	38	season	season	NOUN
easat-2347	322	39	.	.	PUNCT
easat-2347	323	1	these	these	DET
easat-2347	323	2	locations	location	NOUN
easat-2347	323	3	were	be	AUX
easat-2347	323	4	the	the	DET
easat-2347	323	5	primary	primary	ADJ
easat-2347	323	6	motivation	motivation	NOUN
easat-2347	323	7	for	for	ADP
easat-2347	323	8	this	this	DET
easat-2347	323	9	study	study	NOUN
easat-2347	323	10	due	due	ADP
easat-2347	323	11	to	to	ADP
easat-2347	323	12	the	the	DET
easat-2347	323	13	flooding	flooding	NOUN
easat-2347	323	14	in	in	ADP
easat-2347	323	15	april	april	PROPN
easat-2347	323	16	2022	2022	NUM
easat-2347	323	17	.	.	PUNCT
easat-2347	324	1	parts	part	NOUN
easat-2347	324	2	of	of	ADP
easat-2347	324	3	kwazulu	kwazulu	PROPN
easat-2347	324	4	natal	natal	PROPN
easat-2347	324	5	province	province	PROPN
easat-2347	324	6	,	,	PUNCT
easat-2347	324	7	including	include	VERB
easat-2347	324	8	durban	durban	PROPN
easat-2347	324	9	,	,	PUNCT
easat-2347	324	10	richards	richards	PROPN
easat-2347	324	11	bay	bay	PROPN
easat-2347	324	12	,	,	PUNCT
easat-2347	324	13	and	and	CCONJ
easat-2347	324	14	port	port	NOUN
easat-2347	324	15	edward	edward	NOUN
easat-2347	324	16	in	in	ADP
easat-2347	324	17	the	the	DET
easat-2347	324	18	eastern	eastern	ADJ
easat-2347	324	19	cape	cape	NOUN
easat-2347	324	20	,	,	PUNCT
easat-2347	324	21	received	receive	VERB
easat-2347	324	22	rainfall	rainfall	NOUN
easat-2347	324	23	above	above	ADP
easat-2347	324	24	the	the	DET
easat-2347	324	25	expected	expect	VERB
easat-2347	324	26	average	average	NOUN
easat-2347	324	27	,	,	PUNCT
easat-2347	324	28	leading	lead	VERB
easat-2347	324	29	to	to	ADP
easat-2347	324	30	the	the	DET
easat-2347	324	31	loss	loss	NOUN
easat-2347	324	32	of	of	ADP
easat-2347	324	33	lives	life	NOUN
easat-2347	324	34	and	and	CCONJ
easat-2347	324	35	destruction	destruction	NOUN
easat-2347	324	36	of	of	ADP
easat-2347	324	37	properties	property	NOUN
easat-2347	324	38	and	and	CCONJ
easat-2347	324	39	infrastructures	infrastructure	NOUN
easat-2347	324	40	.	.	PUNCT
easat-2347	325	1	as	as	SCONJ
easat-2347	325	2	seen	see	VERB
easat-2347	325	3	in	in	ADP
easat-2347	325	4	the	the	DET
easat-2347	325	5	three	three	NUM
easat-2347	325	6	figures	figure	NOUN
easat-2347	325	7	in	in	ADP
easat-2347	325	8	figure	figure	NOUN
easat-2347	325	9	9	9	NUM
easat-2347	325	10	,	,	PUNCT
easat-2347	325	11	there	there	PRON
easat-2347	325	12	is	be	VERB
easat-2347	325	13	no	no	DET
easat-2347	325	14	dry	dry	ADJ
easat-2347	325	15	season	season	NOUN
easat-2347	325	16	throughout	throughout	ADP
easat-2347	325	17	the	the	DET
easat-2347	325	18	year	year	NOUN
easat-2347	325	19	as	as	SCONJ
easat-2347	325	20	rain	rain	NOUN
easat-2347	325	21	is	be	AUX
easat-2347	325	22	expected	expect	VERB
easat-2347	325	23	to	to	PART
easat-2347	325	24	fall	fall	VERB
easat-2347	325	25	with	with	ADP
easat-2347	325	26	varying	vary	VERB
easat-2347	325	27	degrees	degree	NOUN
easat-2347	325	28	of	of	ADP
easat-2347	325	29	intensity	intensity	NOUN
easat-2347	325	30	.	.	PUNCT
easat-2347	326	1	in	in	ADP
easat-2347	326	2	durban	durban	PROPN
easat-2347	326	3	,	,	PUNCT
easat-2347	326	4	predicted	predict	VERB
easat-2347	326	5	rainfall	rainfall	NOUN
easat-2347	326	6	in	in	ADP
easat-2347	326	7	january	january	PROPN
easat-2347	326	8	and	and	CCONJ
easat-2347	326	9	february	february	PROPN
easat-2347	326	10	is	be	AUX
easat-2347	326	11	about	about	ADV
easat-2347	326	12	20	20	NUM
easat-2347	326	13	mm	mm	NOUN
easat-2347	326	14	lower	low	ADJ
easat-2347	326	15	than	than	ADP
easat-2347	326	16	2023	2023	NUM
easat-2347	326	17	rainfall	rainfall	NOUN
easat-2347	326	18	but	but	CCONJ
easat-2347	326	19	higher	high	ADJ
easat-2347	326	20	than	than	ADP
easat-2347	326	21	2022	2022	NUM
easat-2347	326	22	in	in	ADP
easat-2347	326	23	those	those	DET
easat-2347	326	24	months	month	NOUN
easat-2347	326	25	.	.	PUNCT
easat-2347	327	1	however	however	ADV
easat-2347	327	2	,	,	PUNCT
easat-2347	327	3	in	in	ADP
easat-2347	327	4	march	march	PROPN
easat-2347	327	5	,	,	PUNCT
easat-2347	327	6	both	both	CCONJ
easat-2347	327	7	the	the	DET
easat-2347	327	8	predicted	predict	VERB
easat-2347	327	9	rainfall	rainfall	NOUN
easat-2347	327	10	and	and	CCONJ
easat-2347	327	11	previously	previously	ADV
easat-2347	327	12	recorded	record	VERB
easat-2347	327	13	rainfalls	rainfall	NOUN
easat-2347	327	14	of	of	ADP
easat-2347	327	15	2022	2022	NUM
easat-2347	327	16	and	and	CCONJ
easat-2347	327	17	2023	2023	NUM
easat-2347	327	18	fall	fall	NOUN
easat-2347	327	19	within	within	ADP
easat-2347	327	20	the	the	DET
easat-2347	327	21	same	same	ADJ
easat-2347	327	22	range	range	NOUN
easat-2347	327	23	.	.	PUNCT
easat-2347	328	1	as	as	SCONJ
easat-2347	328	2	mentioned	mention	VERB
easat-2347	328	3	earlier	early	ADV
easat-2347	328	4	in	in	ADP
easat-2347	328	5	the	the	DET
easat-2347	328	6	study	study	NOUN
easat-2347	328	7	,	,	PUNCT
easat-2347	328	8	april	april	PROPN
easat-2347	328	9	2022	2022	NUM
easat-2347	328	10	received	receive	VERB
easat-2347	328	11	an	an	DET
easat-2347	328	12	unusual	unusual	ADJ
easat-2347	328	13	amount	amount	NOUN
easat-2347	328	14	of	of	ADP
easat-2347	328	15	rainfall	rainfall	NOUN
easat-2347	328	16	.	.	PUNCT
easat-2347	329	1	durban	durban	PROPN
easat-2347	329	2	received	receive	VERB
easat-2347	329	3	almost	almost	ADV
easat-2347	329	4	350	350	NUM
easat-2347	329	5	mm	mm	NOUN
easat-2347	329	6	of	of	ADP
easat-2347	329	7	rain	rain	NOUN
easat-2347	329	8	,	,	PUNCT
easat-2347	329	9	most	most	ADV
easat-2347	329	10	happening	happen	VERB
easat-2347	329	11	on	on	ADP
easat-2347	329	12	the	the	DET
easat-2347	329	13	11th	11th	ADJ
easat-2347	329	14	and	and	CCONJ
easat-2347	329	15	12th	12th	NOUN
easat-2347	329	16	of	of	ADP
easat-2347	329	17	april	april	PROPN
easat-2347	329	18	.	.	PUNCT
easat-2347	330	1	this	this	PRON
easat-2347	330	2	is	be	AUX
easat-2347	330	3	responsible	responsible	ADJ
easat-2347	330	4	for	for	ADP
easat-2347	330	5	the	the	DET
easat-2347	330	6	high	high	ADJ
easat-2347	330	7	rainfall	rainfall	NOUN
easat-2347	330	8	profile	profile	NOUN
easat-2347	330	9	in	in	ADP
easat-2347	330	10	april	april	PROPN
easat-2347	330	11	as	as	SCONJ
easat-2347	330	12	seen	see	VERB
easat-2347	330	13	in	in	ADP
easat-2347	330	14	the	the	DET
easat-2347	330	15	graph	graph	NOUN
easat-2347	330	16	.	.	PUNCT
easat-2347	331	1	december	december	PROPN
easat-2347	331	2	2022	2022	NUM
easat-2347	331	3	also	also	ADV
easat-2347	331	4	received	receive	VERB
easat-2347	331	5	high	high	ADJ
easat-2347	331	6	rainfall	rainfall	NOUN
easat-2347	331	7	,	,	PUNCT
easat-2347	331	8	although	although	SCONJ
easat-2347	331	9	it	it	PRON
easat-2347	331	10	was	be	AUX
easat-2347	331	11	more	more	ADV
easat-2347	331	12	spread	spread	ADJ
easat-2347	331	13	across	across	ADP
easat-2347	331	14	the	the	DET
easat-2347	331	15	days	day	NOUN
easat-2347	331	16	than	than	ADP
easat-2347	331	17	in	in	ADP
easat-2347	331	18	april	april	PROPN
easat-2347	331	19	.	.	PUNCT
easat-2347	332	1	in	in	ADP
easat-2347	332	2	april	april	PROPN
easat-2347	332	3	2023	2023	NUM
easat-2347	332	4	,	,	PUNCT
easat-2347	332	5	rainfall	rainfall	NOUN
easat-2347	332	6	received	receive	VERB
easat-2347	332	7	in	in	ADP
easat-2347	332	8	durban	durban	PROPN
easat-2347	332	9	drastically	drastically	ADV
easat-2347	332	10	reduced	reduce	VERB
easat-2347	332	11	to	to	ADP
easat-2347	332	12	about	about	ADP
easat-2347	332	13	70	70	NUM
easat-2347	332	14	mm	mm	NOUN
easat-2347	332	15	;	;	PUNCT
easat-2347	332	16	it	it	PRON
easat-2347	332	17	is	be	AUX
easat-2347	332	18	predicted	predict	VERB
easat-2347	332	19	that	that	SCONJ
easat-2347	332	20	this	this	PRON
easat-2347	332	21	will	will	AUX
easat-2347	332	22	increase	increase	VERB
easat-2347	332	23	in	in	ADP
easat-2347	332	24	2024	2024	NUM
easat-2347	332	25	to	to	ADP
easat-2347	332	26	over	over	ADP
easat-2347	332	27	110	110	NUM
easat-2347	332	28	mm	mm	NOUN
easat-2347	332	29	but	but	CCONJ
easat-2347	332	30	will	will	AUX
easat-2347	332	31	experience	experience	VERB
easat-2347	332	32	a	a	DET
easat-2347	332	33	decrease	decrease	NOUN
easat-2347	332	34	to	to	ADP
easat-2347	332	35	about	about	ADV
easat-2347	332	36	50	50	NUM
easat-2347	332	37	mm	mm	NOUN
easat-2347	332	38	in	in	ADP
easat-2347	332	39	may	may	PROPN
easat-2347	332	40	.	.	PUNCT
easat-2347	333	1	the	the	DET
easat-2347	333	2	predicted	predict	VERB
easat-2347	333	3	rainfall	rainfall	NOUN
easat-2347	333	4	for	for	ADP
easat-2347	333	5	winter	winter	NOUN
easat-2347	333	6	and	and	CCONJ
easat-2347	333	7	early	early	ADJ
easat-2347	333	8	spring	spring	NOUN
easat-2347	333	9	compared	compare	VERB
easat-2347	333	10	with	with	ADP
easat-2347	333	11	those	those	PRON
easat-2347	333	12	of	of	ADP
easat-2347	333	13	2022	2022	NUM
easat-2347	333	14	and	and	CCONJ
easat-2347	333	15	2023	2023	NUM
easat-2347	333	16	are	be	AUX
easat-2347	333	17	within	within	ADP
easat-2347	333	18	the	the	DET
easat-2347	333	19	same	same	ADJ
easat-2347	333	20	range	range	NOUN
easat-2347	333	21	.	.	PUNCT
easat-2347	334	1	therefore	therefore	ADV
easat-2347	334	2	,	,	PUNCT
easat-2347	334	3	the	the	DET
easat-2347	334	4	same	same	ADJ
easat-2347	334	5	amount	amount	NOUN
easat-2347	334	6	of	of	ADP
easat-2347	334	7	rainfall	rainfall	NOUN
easat-2347	334	8	experienced	experience	VERB
easat-2347	334	9	and	and	CCONJ
easat-2347	334	10	recorded	record	VERB
easat-2347	334	11	in	in	ADP
easat-2347	334	12	durban	durban	NOUN
easat-2347	334	13	in	in	ADP
easat-2347	334	14	2022	2022	NUM
easat-2347	334	15	and	and	CCONJ
easat-2347	334	16	2023	2023	NUM
easat-2347	334	17	,	,	PUNCT
easat-2347	334	18	as	as	ADV
easat-2347	334	19	well	well	ADV
easat-2347	334	20	as	as	ADP
easat-2347	334	21	winter	winter	NOUN
easat-2347	334	22	and	and	CCONJ
easat-2347	334	23	early	early	ADJ
easat-2347	334	24	spring	spring	NOUN
easat-2347	334	25	,	,	PUNCT
easat-2347	334	26	should	should	AUX
easat-2347	334	27	be	be	AUX
easat-2347	334	28	expected	expect	VERB
easat-2347	334	29	in	in	ADP
easat-2347	334	30	2024	2024	NUM
easat-2347	334	31	.	.	PUNCT
easat-2347	335	1	however	however	ADV
easat-2347	335	2	,	,	PUNCT
easat-2347	335	3	from	from	ADP
easat-2347	335	4	october	october	PROPN
easat-2347	335	5	to	to	ADP
easat-2347	335	6	december	december	PROPN
easat-2347	335	7	2024	2024	NUM
easat-2347	335	8	,	,	PUNCT
easat-2347	335	9	rainfall	rainfall	NOUN
easat-2347	335	10	was	be	AUX
easat-2347	335	11	predicted	predict	VERB
easat-2347	335	12	to	to	PART
easat-2347	335	13	be	be	AUX
easat-2347	335	14	less	less	ADJ
easat-2347	335	15	than	than	ADP
easat-2347	335	16	half	half	NOUN
easat-2347	335	17	what	what	PRON
easat-2347	335	18	was	be	AUX
easat-2347	335	19	recorded	record	VERB
easat-2347	335	20	in	in	ADP
easat-2347	335	21	2023	2023	NUM
easat-2347	335	22	.	.	PUNCT
easat-2347	336	1	this	this	PRON
easat-2347	336	2	means	mean	VERB
easat-2347	336	3	less	less	ADJ
easat-2347	336	4	rainfall	rainfall	NOUN
easat-2347	336	5	should	should	AUX
easat-2347	336	6	be	be	AUX
easat-2347	336	7	expected	expect	VERB
easat-2347	336	8	towards	towards	ADP
easat-2347	336	9	the	the	DET
easat-2347	336	10	end	end	NOUN
easat-2347	336	11	of	of	ADP
easat-2347	336	12	the	the	DET
easat-2347	336	13	year	year	NOUN
easat-2347	336	14	.	.	PUNCT
easat-2347	337	1	in	in	ADP
easat-2347	337	2	port	port	PROPN
easat-2347	337	3	edward	edward	NOUN
easat-2347	337	4	,	,	PUNCT
easat-2347	337	5	2024	2024	NUM
easat-2347	337	6	,	,	PUNCT
easat-2347	337	7	rainfall	rainfall	NOUN
easat-2347	337	8	predicted	predict	VERB
easat-2347	337	9	is	be	AUX
easat-2347	337	10	within	within	ADP
easat-2347	337	11	the	the	DET
easat-2347	337	12	same	same	ADJ
easat-2347	337	13	range	range	NOUN
easat-2347	337	14	as	as	SCONJ
easat-2347	337	15	rainfall	rainfall	NOUN
easat-2347	337	16	recorded	record	VERB
easat-2347	337	17	in	in	ADP
easat-2347	337	18	2022	2022	NUM
easat-2347	337	19	january	january	PROPN
easat-2347	337	20	and	and	CCONJ
easat-2347	337	21	february	february	PROPN
easat-2347	337	22	.	.	PUNCT
easat-2347	338	1	this	this	PRON
easat-2347	338	2	was	be	AUX
easat-2347	338	3	lower	low	ADJ
easat-2347	338	4	than	than	ADP
easat-2347	338	5	the	the	DET
easat-2347	338	6	2023	2023	NUM
easat-2347	338	7	january	january	PROPN
easat-2347	338	8	rainfall	rainfall	NOUN
easat-2347	338	9	and	and	CCONJ
easat-2347	338	10	more	more	ADJ
easat-2347	338	11	than	than	ADP
easat-2347	338	12	the	the	DET
easat-2347	338	13	2023	2023	NUM
easat-2347	338	14	february	february	NOUN
easat-2347	338	15	rainfall	rainfall	NOUN
easat-2347	338	16	.	.	PUNCT
easat-2347	339	1	the	the	DET
easat-2347	339	2	predicted	predict	VERB
easat-2347	339	3	rainfall	rainfall	NOUN
easat-2347	339	4	is	be	AUX
easat-2347	339	5	about	about	ADV
easat-2347	339	6	40	40	NUM
easat-2347	339	7	mm	mm	NOUN
easat-2347	339	8	lower	low	ADJ
easat-2347	339	9	in	in	ADP
easat-2347	339	10	march	march	NOUN
easat-2347	339	11	than	than	ADP
easat-2347	339	12	in	in	ADP
easat-2347	339	13	2022	2022	NUM
easat-2347	339	14	and	and	CCONJ
easat-2347	339	15	2023	2023	NUM
easat-2347	339	16	.	.	PUNCT
easat-2347	340	1	as	as	ADP
easat-2347	340	2	with	with	ADP
easat-2347	340	3	other	other	ADJ
easat-2347	340	4	cities	city	NOUN
easat-2347	340	5	under	under	ADP
easat-2347	340	6	this	this	DET
easat-2347	340	7	climatic	climatic	ADJ
easat-2347	340	8	condition	condition	NOUN
easat-2347	340	9	,	,	PUNCT
easat-2347	340	10	2022	2022	NUM
easat-2347	340	11	april	april	PROPN
easat-2347	340	12	rainfall	rainfall	NOUN
easat-2347	340	13	was	be	AUX
easat-2347	340	14	about	about	ADV
easat-2347	340	15	300	300	NUM
easat-2347	340	16	mm	mm	NUM
easat-2347	340	17	compared	compare	VERB
easat-2347	340	18	to	to	ADP
easat-2347	340	19	60	60	NUM
easat-2347	340	20	mm	mm	NOUN
easat-2347	340	21	recorded	record	VERB
easat-2347	340	22	in	in	ADP
easat-2347	340	23	2023	2023	NUM
easat-2347	340	24	.	.	PUNCT
easat-2347	341	1	it	it	PRON
easat-2347	341	2	is	be	AUX
easat-2347	341	3	predicted	predict	VERB
easat-2347	341	4	that	that	SCONJ
easat-2347	341	5	there	there	PRON
easat-2347	341	6	will	will	AUX
easat-2347	341	7	be	be	AUX
easat-2347	341	8	an	an	DET
easat-2347	341	9	increase	increase	NOUN
easat-2347	341	10	of	of	ADP
easat-2347	341	11	about	about	ADV
easat-2347	341	12	50	50	NUM
easat-2347	341	13	mm	mm	NOUN
easat-2347	341	14	in	in	ADP
easat-2347	341	15	april	april	PROPN
easat-2347	341	16	rainfall	rainfall	NOUN
easat-2347	341	17	from	from	ADP
easat-2347	341	18	2023	2023	NUM
easat-2347	341	19	.	.	PUNCT
easat-2347	342	1	may	may	AUX
easat-2347	342	2	predicted	predict	VERB
easat-2347	342	3	rainfall	rainfall	NOUN
easat-2347	342	4	is	be	AUX
easat-2347	342	5	about	about	ADV
easat-2347	342	6	20	20	NUM
easat-2347	342	7	mm	mm	NOUN
easat-2347	342	8	lower	low	ADJ
easat-2347	342	9	than	than	ADP
easat-2347	342	10	in	in	ADP
easat-2347	342	11	2022	2022	NUM
easat-2347	342	12	and	and	CCONJ
easat-2347	342	13	2023	2023	NUM
easat-2347	342	14	.	.	PUNCT
easat-2347	343	1	like	like	ADP
easat-2347	343	2	durban	durban	PROPN
easat-2347	343	3	,	,	PUNCT
easat-2347	343	4	predicted	predict	VERB
easat-2347	343	5	2024	2024	NUM
easat-2347	343	6	rainfall	rainfall	NOUN
easat-2347	343	7	and	and	CCONJ
easat-2347	343	8	recorded	record	VERB
easat-2347	343	9	rainfall	rainfall	NOUN
easat-2347	343	10	for	for	ADP
easat-2347	343	11	2022	2022	NUM
easat-2347	343	12	and	and	CCONJ
easat-2347	343	13	2023	2023	NUM
easat-2347	343	14	during	during	ADP
easat-2347	343	15	winter	winter	NOUN
easat-2347	343	16	months	month	NOUN
easat-2347	343	17	are	be	AUX
easat-2347	343	18	similar	similar	ADJ
easat-2347	343	19	.	.	PUNCT
easat-2347	344	1	although	although	SCONJ
easat-2347	344	2	rain	rain	NOUN
easat-2347	344	3	would	would	AUX
easat-2347	344	4	still	still	ADV
easat-2347	344	5	be	be	AUX
easat-2347	344	6	expected	expect	VERB
easat-2347	344	7	to	to	PART
easat-2347	344	8	fall	fall	VERB
easat-2347	344	9	,	,	PUNCT
easat-2347	344	10	the	the	DET
easat-2347	344	11	intensity	intensity	NOUN
easat-2347	344	12	would	would	AUX
easat-2347	344	13	be	be	AUX
easat-2347	344	14	low	low	ADJ
easat-2347	344	15	.	.	PUNCT
easat-2347	345	1	high	high	ADJ
easat-2347	345	2	rainfall	rainfall	NOUN
easat-2347	345	3	was	be	AUX
easat-2347	345	4	still	still	ADV
easat-2347	345	5	recorded	record	VERB
easat-2347	345	6	in	in	ADP
easat-2347	345	7	the	the	DET
easat-2347	345	8	spring	spring	NOUN
easat-2347	345	9	of	of	ADP
easat-2347	345	10	2022	2022	NUM
easat-2347	345	11	and	and	CCONJ
easat-2347	345	12	december	december	PROPN
easat-2347	345	13	,	,	PUNCT
easat-2347	345	14	which	which	PRON
easat-2347	345	15	is	be	AUX
easat-2347	345	16	also	also	ADV
easat-2347	345	17	predicted	predict	VERB
easat-2347	345	18	for	for	ADP
easat-2347	345	19	2024	2024	NUM
easat-2347	345	20	,	,	PUNCT
easat-2347	345	21	but	but	CCONJ
easat-2347	345	22	at	at	ADP
easat-2347	345	23	a	a	DET
easat-2347	345	24	lower	low	ADJ
easat-2347	345	25	amount	amount	NOUN
easat-2347	345	26	.	.	PUNCT
easat-2347	346	1	the	the	DET
easat-2347	346	2	amount	amount	NOUN
easat-2347	346	3	of	of	ADP
easat-2347	346	4	rain	rain	NOUN
easat-2347	346	5	expected	expect	VERB
easat-2347	346	6	in	in	ADP
easat-2347	346	7	september	september	PROPN
easat-2347	346	8	and	and	CCONJ
easat-2347	346	9	october	october	PROPN
easat-2347	346	10	is	be	AUX
easat-2347	346	11	less	less	ADJ
easat-2347	346	12	than	than	ADP
easat-2347	346	13	a	a	DET
easat-2347	346	14	third	third	NOUN
easat-2347	346	15	of	of	ADP
easat-2347	346	16	what	what	PRON
easat-2347	346	17	was	be	AUX
easat-2347	346	18	recorded	record	VERB
easat-2347	346	19	during	during	ADP
easat-2347	346	20	these	these	DET
easat-2347	346	21	months	month	NOUN
easat-2347	346	22	in	in	ADP
easat-2347	346	23	2022	2022	NUM
easat-2347	346	24	,	,	PUNCT
easat-2347	346	25	and	and	CCONJ
easat-2347	346	26	less	less	ADJ
easat-2347	346	27	than	than	ADP
easat-2347	346	28	half	half	NOUN
easat-2347	346	29	of	of	ADP
easat-2347	346	30	what	what	PRON
easat-2347	346	31	was	be	AUX
easat-2347	346	32	recorded	record	VERB
easat-2347	346	33	in	in	ADP
easat-2347	346	34	2023	2023	NUM
easat-2347	346	35	november	november	PROPN
easat-2347	346	36	is	be	AUX
easat-2347	346	37	predicted	predict	VERB
easat-2347	346	38	for	for	ADP
easat-2347	346	39	april	april	PROPN
easat-2347	346	40	2024	2024	NUM
easat-2347	346	41	.	.	PUNCT
easat-2347	347	1	however	however	ADV
easat-2347	347	2	,	,	PUNCT
easat-2347	347	3	a	a	DET
easat-2347	347	4	similar	similar	ADJ
easat-2347	347	5	amount	amount	NOUN
easat-2347	347	6	of	of	ADP
easat-2347	347	7	rainfall	rainfall	NOUN
easat-2347	347	8	should	should	AUX
easat-2347	347	9	be	be	AUX
easat-2347	347	10	expected	expect	VERB
easat-2347	347	11	in	in	ADP
easat-2347	347	12	december	december	PROPN
easat-2347	347	13	2024	2024	NUM
easat-2347	347	14	compared	compare	VERB
easat-2347	347	15	to	to	ADP
easat-2347	347	16	december	december	PROPN
easat-2347	347	17	2023	2023	NUM
easat-2347	347	18	.	.	PUNCT
easat-2347	348	1	in	in	ADP
easat-2347	348	2	richards	richards	PROPN
easat-2347	348	3	bay	bay	PROPN
easat-2347	348	4	,	,	PUNCT
easat-2347	348	5	much	much	ADJ
easat-2347	348	6	rainfall	rainfall	NOUN
easat-2347	348	7	was	be	AUX
easat-2347	348	8	received	receive	VERB
easat-2347	348	9	in	in	ADP
easat-2347	348	10	january	january	PROPN
easat-2347	348	11	,	,	PUNCT
easat-2347	348	12	april	april	PROPN
easat-2347	348	13	,	,	PUNCT
easat-2347	348	14	october	october	PROPN
easat-2347	348	15	,	,	PUNCT
easat-2347	348	16	november	november	PROPN
easat-2347	348	17	,	,	PUNCT
easat-2347	348	18	and	and	CCONJ
easat-2347	348	19	december	december	PROPN
easat-2347	348	20	of	of	ADP
easat-2347	348	21	2022	2022	NUM
easat-2347	348	22	,	,	PUNCT
easat-2347	348	23	with	with	ADP
easat-2347	348	24	four	four	NUM
easat-2347	348	25	months	month	NOUN
easat-2347	348	26	(	(	PUNCT
easat-2347	348	27	april	april	PROPN
easat-2347	348	28	,	,	PUNCT
easat-2347	348	29	october	october	PROPN
easat-2347	348	30	,	,	PUNCT
easat-2347	348	31	november	november	PROPN
easat-2347	348	32	,	,	PUNCT
easat-2347	348	33	and	and	CCONJ
easat-2347	348	34	december	december	PROPN
easat-2347	348	35	)	)	PUNCT
easat-2347	348	36	receiving	receive	VERB
easat-2347	348	37	over	over	ADP
easat-2347	348	38	200	200	NUM
easat-2347	348	39	mm	mm	NOUN
easat-2347	348	40	of	of	ADP
easat-2347	348	41	rain	rain	NOUN
easat-2347	348	42	in	in	ADP
easat-2347	348	43	2023	2023	NUM
easat-2347	348	44	,	,	PUNCT
easat-2347	348	45	five	five	NUM
easat-2347	348	46	months	month	NOUN
easat-2347	348	47	(	(	PUNCT
easat-2347	348	48	february	february	PROPN
easat-2347	348	49	,	,	PUNCT
easat-2347	348	50	may	may	AUX
easat-2347	348	51	,	,	PUNCT
easat-2347	348	52	october	october	PROPN
easat-2347	348	53	,	,	PUNCT
easat-2347	348	54	november	november	PROPN
easat-2347	348	55	,	,	PUNCT
easat-2347	348	56	and	and	CCONJ
easat-2347	348	57	december	december	PROPN
easat-2347	348	58	)	)	PUNCT
easat-2347	348	59	received	receive	VERB
easat-2347	348	60	rainfall	rainfall	NOUN
easat-2347	348	61	exceeding	exceed	VERB
easat-2347	348	62	150	150	NUM
easat-2347	348	63	mm	mm	NOUN
easat-2347	348	64	.	.	PUNCT
easat-2347	349	1	however	however	ADV
easat-2347	349	2	,	,	PUNCT
easat-2347	349	3	in	in	ADP
easat-2347	349	4	2024	2024	NUM
easat-2347	349	5	,	,	PUNCT
easat-2347	349	6	it	it	PRON
easat-2347	349	7	is	be	AUX
easat-2347	349	8	predicted	predict	VERB
easat-2347	349	9	that	that	SCONJ
easat-2347	349	10	only	only	ADV
easat-2347	349	11	in	in	ADP
easat-2347	349	12	january	january	PROPN
easat-2347	349	13	,	,	PUNCT
easat-2347	349	14	april	april	PROPN
easat-2347	349	15	,	,	PUNCT
easat-2347	349	16	and	and	CCONJ
easat-2347	349	17	december	december	PROPN
easat-2347	349	18	will	will	AUX
easat-2347	349	19	monthly	monthly	ADJ
easat-2347	349	20	rainfall	rainfall	NOUN
easat-2347	349	21	exceed	exceed	VERB
easat-2347	349	22	100	100	NUM
easat-2347	349	23	mm	mm	NOUN
easat-2347	349	24	.	.	PUNCT
easat-2347	350	1	this	this	PRON
easat-2347	350	2	is	be	AUX
easat-2347	350	3	reflected	reflect	VERB
easat-2347	350	4	in	in	ADP
easat-2347	350	5	the	the	DET
easat-2347	350	6	expected	expect	VERB
easat-2347	350	7	annual	annual	ADJ
easat-2347	350	8	rainfall	rainfall	NOUN
easat-2347	350	9	,	,	PUNCT
easat-2347	350	10	which	which	PRON
easat-2347	350	11	is	be	AUX
easat-2347	350	12	over	over	ADP
easat-2347	350	13	300	300	NUM
easat-2347	350	14	mm	mm	NOUN
easat-2347	350	15	lower	low	ADJ
easat-2347	350	16	than	than	ADP
easat-2347	350	17	the	the	DET
easat-2347	350	18	annual	annual	ADJ
easat-2347	350	19	rainfall	rainfall	NOUN
easat-2347	350	20	of	of	ADP
easat-2347	350	21	2023	2023	NUM
easat-2347	350	22	and	and	CCONJ
easat-2347	350	23	over	over	ADP
easat-2347	350	24	500	500	NUM
easat-2347	350	25	mm	mm	NOUN
easat-2347	350	26	lower	low	ADJ
easat-2347	350	27	than	than	ADP
easat-2347	350	28	the	the	DET
easat-2347	350	29	average	average	ADJ
easat-2347	350	30	rainfall	rainfall	NOUN
easat-2347	350	31	of	of	ADP
easat-2347	350	32	2022	2022	NUM
easat-2347	350	33	.	.	PUNCT
easat-2347	351	1	despite	despite	SCONJ
easat-2347	351	2	2024	2024	NUM
easat-2347	351	3	being	be	AUX
easat-2347	351	4	predicted	predict	VERB
easat-2347	351	5	to	to	PART
easat-2347	351	6	have	have	VERB
easat-2347	351	7	lower	low	ADJ
easat-2347	351	8	amounts	amount	NOUN
easat-2347	351	9	of	of	ADP
easat-2347	351	10	rainfall	rainfall	NOUN
easat-2347	351	11	than	than	ADP
easat-2347	351	12	the	the	DET
easat-2347	351	13	previous	previous	ADJ
easat-2347	351	14	years	year	NOUN
easat-2347	351	15	,	,	PUNCT
easat-2347	351	16	a	a	DET
easat-2347	351	17	significant	significant	ADJ
easat-2347	351	18	amount	amount	NOUN
easat-2347	351	19	of	of	ADP
easat-2347	351	20	rain	rain	NOUN
easat-2347	351	21	is	be	AUX
easat-2347	351	22	expected	expect	VERB
easat-2347	351	23	in	in	ADP
easat-2347	351	24	the	the	DET
easat-2347	351	25	first	first	ADJ
easat-2347	351	26	four	four	NUM
easat-2347	351	27	months	month	NOUN
easat-2347	351	28	of	of	ADP
easat-2347	351	29	2024	2024	NUM
easat-2347	351	30	,	,	PUNCT
easat-2347	351	31	with	with	ADP
easat-2347	351	32	march	march	PROPN
easat-2347	351	33	rainfall	rainfall	NOUN
easat-2347	351	34	exceeding	exceed	VERB
easat-2347	351	35	those	those	PRON
easat-2347	351	36	of	of	ADP
easat-2347	351	37	march	march	PROPN
easat-2347	351	38	2022	2022	NUM
easat-2347	351	39	and	and	CCONJ
easat-2347	351	40	march	march	PROPN
easat-2347	351	41	2023	2023	NUM
easat-2347	351	42	.	.	PUNCT
easat-2347	352	1	it	it	PRON
easat-2347	352	2	is	be	AUX
easat-2347	352	3	also	also	ADV
easat-2347	352	4	predicted	predict	VERB
easat-2347	352	5	that	that	SCONJ
easat-2347	352	6	there	there	PRON
easat-2347	352	7	will	will	AUX
easat-2347	352	8	be	be	AUX
easat-2347	352	9	more	more	ADJ
easat-2347	352	10	rain	rain	NOUN
easat-2347	352	11	in	in	ADP
easat-2347	352	12	april	april	PROPN
easat-2347	352	13	compared	compare	VERB
easat-2347	352	14	to	to	ADP
easat-2347	352	15	april	april	PROPN
easat-2347	352	16	2023	2023	NUM
easat-2347	352	17	.	.	PUNCT
easat-2347	353	1	the	the	DET
easat-2347	353	2	figure	figure	NOUN
easat-2347	353	3	also	also	ADV
easat-2347	353	4	shows	show	VERB
easat-2347	353	5	that	that	SCONJ
easat-2347	353	6	there	there	PRON
easat-2347	353	7	would	would	AUX
easat-2347	353	8	be	be	AUX
easat-2347	353	9	rain	rain	NOUN
easat-2347	353	10	during	during	ADP
easat-2347	353	11	winter	winter	NOUN
easat-2347	353	12	months	month	NOUN
easat-2347	353	13	,	,	PUNCT
easat-2347	353	14	which	which	PRON
easat-2347	353	15	will	will	AUX
easat-2347	353	16	gradually	gradually	ADV
easat-2347	353	17	increase	increase	VERB
easat-2347	353	18	till	till	SCONJ
easat-2347	353	19	the	the	DET
easat-2347	353	20	end	end	NOUN
easat-2347	353	21	of	of	ADP
easat-2347	353	22	the	the	DET
easat-2347	353	23	year	year	NOUN
easat-2347	353	24	.	.	PUNCT
easat-2347	354	1	rainfall	rainfall	NOUN
easat-2347	354	2	for	for	ADP
easat-2347	354	3	october	october	PROPN
easat-2347	354	4	,	,	PUNCT
easat-2347	354	5	november	november	PROPN
easat-2347	354	6	,	,	PUNCT
easat-2347	354	7	and	and	CCONJ
easat-2347	354	8	december	december	PROPN
easat-2347	354	9	is	be	AUX
easat-2347	354	10	predicted	predict	VERB
easat-2347	354	11	to	to	PART
easat-2347	354	12	be	be	AUX
easat-2347	354	13	at	at	ADV
easat-2347	354	14	least	least	ADV
easat-2347	354	15	80	80	NUM
easat-2347	354	16	mm	mm	NOUN
easat-2347	354	17	lower	low	ADJ
easat-2347	354	18	than	than	ADP
easat-2347	354	19	in	in	ADP
easat-2347	354	20	2023	2023	NUM
easat-2347	354	21	and	and	CCONJ
easat-2347	354	22	130	130	NUM
easat-2347	354	23	mm	mm	NOUN
easat-2347	354	24	lower	low	ADJ
easat-2347	354	25	than	than	ADP
easat-2347	354	26	in	in	ADP
easat-2347	354	27	2022	2022	NUM
easat-2347	354	28	.	.	PUNCT
easat-2347	355	1	1822	1822	NUM
easat-2347	355	2	edelweiss	edelweiss	PROPN
easat-2347	355	3	applied	apply	VERB
easat-2347	355	4	science	science	NOUN
easat-2347	355	5	and	and	CCONJ
easat-2347	355	6	technology	technology	NOUN
easat-2347	355	7	issn	issn	PROPN
easat-2347	355	8	:	:	PUNCT
easat-2347	355	9	2576	2576	NUM
easat-2347	355	10	-	-	SYM
easat-2347	355	11	8484	8484	NUM
easat-2347	355	12	vol	vol	NOUN
easat-2347	355	13	.	.	PROPN
easat-2347	355	14	8	8	NUM
easat-2347	355	15	,	,	PUNCT
easat-2347	355	16	no	no	INTJ
easat-2347	355	17	.	.	NOUN
easat-2347	356	1	6	6	NUM
easat-2347	356	2	:	:	SYM
easat-2347	356	3	1805	1805	NUM
easat-2347	356	4	-	-	SYM
easat-2347	356	5	1827	1827	NUM
easat-2347	356	6	,	,	PUNCT
easat-2347	356	7	2024	2024	NUM
easat-2347	356	8	doi	doi	NOUN
easat-2347	356	9	:	:	PUNCT
easat-2347	356	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	356	11	©	©	PROPN
easat-2347	356	12	2024	2024	NUM
easat-2347	356	13	by	by	ADP
easat-2347	356	14	the	the	DET
easat-2347	356	15	authors	author	NOUN
easat-2347	356	16	;	;	PUNCT
easat-2347	356	17	licensee	licensee	PROPN
easat-2347	356	18	learning	learn	VERB
easat-2347	356	19	gate	gate	NOUN
easat-2347	356	20	figure	figure	NOUN
easat-2347	356	21	9	9	NUM
easat-2347	356	22	.	.	PUNCT
easat-2347	356	23	rainfall	rainfall	NOUN
easat-2347	356	24	prediction	prediction	NOUN
easat-2347	356	25	for	for	ADP
easat-2347	356	26	2024	2024	NUM
easat-2347	356	27	compared	compare	VERB
easat-2347	356	28	with	with	ADP
easat-2347	356	29	2023	2023	NUM
easat-2347	356	30	and	and	CCONJ
easat-2347	356	31	2023	2023	NUM
easat-2347	356	32	rainfall	rainfall	NOUN
easat-2347	356	33	under	under	ADP
easat-2347	356	34	the	the	DET
easat-2347	356	35	humid	humid	NOUN
easat-2347	356	36	subtropical	subtropical	ADJ
easat-2347	356	37	without	without	ADP
easat-2347	356	38	dry	dry	ADJ
easat-2347	356	39	season	season	NOUN
easat-2347	356	40	(	(	PUNCT
easat-2347	356	41	durban	durban	NOUN
easat-2347	356	42	,	,	PUNCT
easat-2347	356	43	port	port	NOUN
easat-2347	356	44	edward	edward	NOUN
easat-2347	356	45	,	,	PUNCT
easat-2347	356	46	and	and	CCONJ
easat-2347	356	47	richards	richards	PROPN
easat-2347	356	48	bay	bay	PROPN
easat-2347	356	49	)	)	PUNCT
easat-2347	356	50	.	.	PUNCT
easat-2347	357	1	0	0	NUM
easat-2347	357	2	50	50	NUM
easat-2347	357	3	100	100	NUM
easat-2347	357	4	150	150	NUM
easat-2347	357	5	200	200	NUM
easat-2347	357	6	250	250	NUM
easat-2347	357	7	300	300	NUM
easat-2347	357	8	350	350	NUM
easat-2347	357	9	jan	jan	PROPN
easat-2347	357	10	feb	feb	PROPN
easat-2347	357	11	mar	mar	PROPN
easat-2347	357	12	apr	apr	PROPN
easat-2347	358	1	may	may	AUX
easat-2347	358	2	jun	jun	PROPN
easat-2347	358	3	jul	jul	PROPN
easat-2347	358	4	aug	aug	PROPN
easat-2347	358	5	sep	sep	PROPN
easat-2347	358	6	oct	oct	PROPN
easat-2347	358	7	nov	nov	PROPN
easat-2347	358	8	dec	dec	PROPN
easat-2347	358	9	r	r	PROPN
easat-2347	358	10	a	a	PRON
easat-2347	358	11	in	in	ADP
easat-2347	358	12	fa	fa	INTJ
easat-2347	358	13	ll	ll	AUX
easat-2347	358	14	(	(	PUNCT
easat-2347	358	15	m	m	NOUN
easat-2347	358	16	m	m	ADJ
easat-2347	358	17	)	)	PUNCT
easat-2347	358	18	months	month	NOUN
easat-2347	358	19	durban	durban	X
easat-2347	358	20	2022	2022	NUM
easat-2347	358	21	2023	2023	NUM
easat-2347	358	22	2024	2024	NUM
easat-2347	358	23	0	0	NUM
easat-2347	358	24	100	100	NUM
easat-2347	358	25	200	200	NUM
easat-2347	358	26	300	300	NUM
easat-2347	358	27	400	400	NUM
easat-2347	358	28	jan	jan	PROPN
easat-2347	358	29	feb	feb	PROPN
easat-2347	358	30	mar	mar	PROPN
easat-2347	358	31	apr	apr	PROPN
easat-2347	358	32	may	may	PROPN
easat-2347	358	33	jun	jun	PROPN
easat-2347	358	34	jul	jul	PROPN
easat-2347	358	35	aug	aug	PROPN
easat-2347	358	36	sep	sep	PROPN
easat-2347	358	37	oct	oct	PROPN
easat-2347	358	38	nov	nov	PROPN
easat-2347	358	39	dec	dec	PROPN
easat-2347	358	40	r	r	PROPN
easat-2347	358	41	a	a	PRON
easat-2347	358	42	in	in	ADP
easat-2347	358	43	fa	fa	INTJ
easat-2347	358	44	ll	ll	AUX
easat-2347	358	45	(	(	PUNCT
easat-2347	358	46	m	m	NOUN
easat-2347	358	47	m	m	ADJ
easat-2347	358	48	)	)	PUNCT
easat-2347	358	49	months	month	NOUN
easat-2347	358	50	port	port	PROPN
easat-2347	358	51	edward	edward	NOUN
easat-2347	358	52	2022	2022	NUM
easat-2347	358	53	2023	2023	NUM
easat-2347	358	54	2024	2024	NUM
easat-2347	358	55	0	0	NUM
easat-2347	358	56	100	100	NUM
easat-2347	358	57	200	200	NUM
easat-2347	358	58	300	300	NUM
easat-2347	358	59	jan	jan	PROPN
easat-2347	358	60	feb	feb	PROPN
easat-2347	358	61	mar	mar	PROPN
easat-2347	358	62	apr	apr	PROPN
easat-2347	358	63	may	may	PROPN
easat-2347	358	64	jun	jun	PROPN
easat-2347	358	65	jul	jul	PROPN
easat-2347	358	66	aug	aug	PROPN
easat-2347	358	67	sep	sep	PROPN
easat-2347	358	68	oct	oct	PROPN
easat-2347	358	69	nov	nov	PROPN
easat-2347	358	70	dec	dec	PROPN
easat-2347	358	71	r	r	PROPN
easat-2347	358	72	ai	ai	VERB
easat-2347	358	73	n	n	ADV
easat-2347	358	74	fa	fa	INTJ
easat-2347	358	75	ll	ll	AUX
easat-2347	359	1	(	(	PUNCT
easat-2347	359	2	m	m	VERB
easat-2347	359	3	m	m	ADJ
easat-2347	359	4	)	)	PUNCT
easat-2347	359	5	months	month	NOUN
easat-2347	359	6	richards	richards	PROPN
easat-2347	359	7	bay	bay	PROPN
easat-2347	359	8	2022	2022	NUM
easat-2347	359	9	2023	2023	NUM
easat-2347	359	10	2024	2024	NUM
easat-2347	359	11	1823	1823	NUM
easat-2347	359	12	edelweiss	edelweiss	PROPN
easat-2347	359	13	applied	apply	VERB
easat-2347	359	14	science	science	NOUN
easat-2347	359	15	and	and	CCONJ
easat-2347	359	16	technology	technology	NOUN
easat-2347	359	17	issn	issn	PROPN
easat-2347	359	18	:	:	PUNCT
easat-2347	359	19	2576	2576	NUM
easat-2347	359	20	-	-	SYM
easat-2347	359	21	8484	8484	NUM
easat-2347	359	22	vol	vol	NOUN
easat-2347	359	23	.	.	PROPN
easat-2347	359	24	8	8	NUM
easat-2347	359	25	,	,	PUNCT
easat-2347	359	26	no	no	INTJ
easat-2347	359	27	.	.	NOUN
easat-2347	360	1	6	6	NUM
easat-2347	360	2	:	:	SYM
easat-2347	360	3	1805	1805	NUM
easat-2347	360	4	-	-	SYM
easat-2347	360	5	1827	1827	NUM
easat-2347	360	6	,	,	PUNCT
easat-2347	360	7	2024	2024	NUM
easat-2347	360	8	doi	doi	NOUN
easat-2347	360	9	:	:	PUNCT
easat-2347	360	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	360	11	©	©	PROPN
easat-2347	360	12	2024	2024	NUM
easat-2347	360	13	by	by	ADP
easat-2347	360	14	the	the	DET
easat-2347	360	15	authors	author	NOUN
easat-2347	360	16	;	;	PUNCT
easat-2347	360	17	licensee	licensee	PROPN
easat-2347	360	18	learning	learning	NOUN
easat-2347	360	19	gate	gate	NOUN
easat-2347	360	20	4.6.2	4.6.2	PRON
easat-2347	360	21	.	.	PUNCT
easat-2347	360	22	temperate	temperate	ADJ
easat-2347	360	23	oceanic	oceanic	NOUN
easat-2347	360	24	without	without	ADP
easat-2347	360	25	a	a	DET
easat-2347	360	26	dry	dry	ADJ
easat-2347	360	27	season	season	NOUN
easat-2347	360	28	rainfall	rainfall	NOUN
easat-2347	360	29	prediction	prediction	NOUN
easat-2347	360	30	for	for	ADP
easat-2347	360	31	the	the	DET
easat-2347	360	32	temperate	temperate	ADJ
easat-2347	360	33	oceanic	oceanic	NOUN
easat-2347	360	34	without	without	ADP
easat-2347	360	35	dry	dry	ADJ
easat-2347	360	36	season	season	NOUN
easat-2347	360	37	(	(	PUNCT
easat-2347	360	38	east	east	PROPN
easat-2347	360	39	london	london	PROPN
easat-2347	360	40	,	,	PUNCT
easat-2347	360	41	george	george	PROPN
easat-2347	360	42	,	,	PUNCT
easat-2347	360	43	and	and	CCONJ
easat-2347	360	44	mthatha	mthatha	NOUN
easat-2347	360	45	)	)	PUNCT
easat-2347	360	46	for	for	ADP
easat-2347	360	47	2024	2024	NUM
easat-2347	360	48	compared	compare	VERB
easat-2347	360	49	with	with	ADP
easat-2347	360	50	rainfall	rainfall	NOUN
easat-2347	360	51	values	value	NOUN
easat-2347	360	52	for	for	ADP
easat-2347	360	53	2022	2022	NUM
easat-2347	360	54	and	and	CCONJ
easat-2347	360	55	2023	2023	NUM
easat-2347	360	56	is	be	AUX
easat-2347	360	57	shown	show	VERB
easat-2347	360	58	in	in	ADP
easat-2347	360	59	figure	figure	NOUN
easat-2347	360	60	10	10	NUM
easat-2347	360	61	.	.	PUNCT
easat-2347	361	1	the	the	DET
easat-2347	361	2	first	first	ADJ
easat-2347	361	3	figure	figure	NOUN
easat-2347	361	4	in	in	ADP
easat-2347	361	5	figure	figure	NOUN
easat-2347	361	6	10	10	NUM
easat-2347	361	7	shows	show	VERB
easat-2347	361	8	that	that	SCONJ
easat-2347	361	9	while	while	SCONJ
easat-2347	361	10	a	a	DET
easat-2347	361	11	steady	steady	ADJ
easat-2347	361	12	increase	increase	NOUN
easat-2347	361	13	in	in	ADP
easat-2347	361	14	the	the	DET
easat-2347	361	15	amount	amount	NOUN
easat-2347	361	16	of	of	ADP
easat-2347	361	17	rainfall	rainfall	NOUN
easat-2347	361	18	received	receive	VERB
easat-2347	361	19	in	in	ADP
easat-2347	361	20	2022	2022	NUM
easat-2347	361	21	for	for	ADP
easat-2347	361	22	the	the	DET
easat-2347	361	23	first	first	ADJ
easat-2347	361	24	three	three	NUM
easat-2347	361	25	months	month	NOUN
easat-2347	361	26	is	be	AUX
easat-2347	361	27	observed	observe	VERB
easat-2347	361	28	,	,	PUNCT
easat-2347	361	29	in	in	ADP
easat-2347	361	30	2024	2024	NUM
easat-2347	361	31	,	,	PUNCT
easat-2347	361	32	there	there	PRON
easat-2347	361	33	is	be	VERB
easat-2347	361	34	a	a	DET
easat-2347	361	35	slight	slight	ADJ
easat-2347	361	36	decrease	decrease	NOUN
easat-2347	361	37	of	of	ADP
easat-2347	361	38	less	less	ADJ
easat-2347	361	39	than	than	ADP
easat-2347	361	40	5	5	NUM
easat-2347	361	41	mm	mm	NOUN
easat-2347	361	42	between	between	ADP
easat-2347	361	43	january	january	PROPN
easat-2347	361	44	and	and	CCONJ
easat-2347	361	45	march	march	PROPN
easat-2347	361	46	.	.	PUNCT
easat-2347	362	1	in	in	ADP
easat-2347	362	2	2023	2023	NUM
easat-2347	362	3	,	,	PUNCT
easat-2347	362	4	there	there	PRON
easat-2347	362	5	was	be	VERB
easat-2347	362	6	a	a	DET
easat-2347	362	7	decrease	decrease	NOUN
easat-2347	362	8	of	of	ADP
easat-2347	362	9	about	about	ADV
easat-2347	362	10	40	40	NUM
easat-2347	362	11	mm	mm	NOUN
easat-2347	362	12	between	between	ADP
easat-2347	362	13	january	january	PROPN
easat-2347	362	14	and	and	CCONJ
easat-2347	362	15	february	february	PROPN
easat-2347	362	16	and	and	CCONJ
easat-2347	362	17	an	an	DET
easat-2347	362	18	increase	increase	NOUN
easat-2347	362	19	of	of	ADP
easat-2347	362	20	about	about	ADV
easat-2347	362	21	80	80	NUM
easat-2347	362	22	mm	mm	NOUN
easat-2347	362	23	between	between	ADP
easat-2347	362	24	february	february	PROPN
easat-2347	362	25	and	and	CCONJ
easat-2347	362	26	march	march	PROPN
easat-2347	362	27	.	.	PUNCT
easat-2347	363	1	in	in	ADP
easat-2347	363	2	april	april	PROPN
easat-2347	363	3	,	,	PUNCT
easat-2347	363	4	the	the	DET
easat-2347	363	5	predicted	predict	VERB
easat-2347	363	6	values	value	NOUN
easat-2347	363	7	are	be	AUX
easat-2347	363	8	within	within	ADP
easat-2347	363	9	the	the	DET
easat-2347	363	10	same	same	ADJ
easat-2347	363	11	range	range	NOUN
easat-2347	363	12	with	with	ADP
easat-2347	363	13	2022	2022	NUM
easat-2347	363	14	rainfall	rainfall	NOUN
easat-2347	363	15	and	and	CCONJ
easat-2347	363	16	thrice	thrice	NOUN
easat-2347	363	17	2023	2023	NUM
easat-2347	363	18	rainfall	rainfall	NOUN
easat-2347	363	19	.	.	PUNCT
easat-2347	364	1	though	though	SCONJ
easat-2347	364	2	there	there	PRON
easat-2347	364	3	is	be	VERB
easat-2347	364	4	no	no	DET
easat-2347	364	5	dry	dry	ADJ
easat-2347	364	6	season	season	NOUN
easat-2347	364	7	in	in	ADP
easat-2347	364	8	this	this	DET
easat-2347	364	9	climatic	climatic	ADJ
easat-2347	364	10	region	region	NOUN
easat-2347	364	11	,	,	PUNCT
easat-2347	364	12	the	the	DET
easat-2347	364	13	rainfall	rainfall	NOUN
easat-2347	364	14	predicted	predict	VERB
easat-2347	364	15	and	and	CCONJ
easat-2347	364	16	recorded	record	VERB
easat-2347	364	17	for	for	ADP
easat-2347	364	18	previous	previous	ADJ
easat-2347	364	19	years	year	NOUN
easat-2347	364	20	is	be	AUX
easat-2347	364	21	reduced	reduce	VERB
easat-2347	364	22	during	during	ADP
easat-2347	364	23	winter	winter	NOUN
easat-2347	364	24	compared	compare	VERB
easat-2347	364	25	to	to	ADP
easat-2347	364	26	other	other	ADJ
easat-2347	364	27	months	month	NOUN
easat-2347	364	28	.	.	PUNCT
easat-2347	365	1	it	it	PRON
easat-2347	365	2	is	be	AUX
easat-2347	365	3	also	also	ADV
easat-2347	365	4	seen	see	VERB
easat-2347	365	5	in	in	ADP
easat-2347	365	6	the	the	DET
easat-2347	365	7	graph	graph	NOUN
easat-2347	365	8	that	that	SCONJ
easat-2347	365	9	there	there	PRON
easat-2347	365	10	would	would	AUX
easat-2347	365	11	be	be	AUX
easat-2347	365	12	a	a	DET
easat-2347	365	13	lesser	less	ADJ
easat-2347	365	14	amount	amount	NOUN
easat-2347	365	15	of	of	ADP
easat-2347	365	16	rainfall	rainfall	NOUN
easat-2347	365	17	between	between	ADP
easat-2347	365	18	may	may	PROPN
easat-2347	365	19	and	and	CCONJ
easat-2347	365	20	july	july	PROPN
easat-2347	365	21	in	in	ADP
easat-2347	365	22	2024	2024	NUM
easat-2347	365	23	compared	compare	VERB
easat-2347	365	24	to	to	ADP
easat-2347	365	25	2023	2023	NUM
easat-2347	365	26	,	,	PUNCT
easat-2347	365	27	as	as	ADV
easat-2347	365	28	well	well	ADV
easat-2347	365	29	as	as	ADP
easat-2347	365	30	in	in	ADP
easat-2347	365	31	september	september	PROPN
easat-2347	365	32	and	and	CCONJ
easat-2347	365	33	october	october	PROPN
easat-2347	365	34	.	.	PUNCT
easat-2347	366	1	the	the	DET
easat-2347	366	2	result	result	NOUN
easat-2347	366	3	also	also	ADV
easat-2347	366	4	reveals	reveal	VERB
easat-2347	366	5	that	that	SCONJ
easat-2347	366	6	the	the	DET
easat-2347	366	7	annual	annual	ADJ
easat-2347	366	8	average	average	ADJ
easat-2347	366	9	rainfall	rainfall	NOUN
easat-2347	366	10	for	for	ADP
easat-2347	366	11	2024	2024	NUM
easat-2347	366	12	will	will	AUX
easat-2347	366	13	be	be	AUX
easat-2347	366	14	lower	low	ADJ
easat-2347	366	15	than	than	ADP
easat-2347	366	16	that	that	PRON
easat-2347	366	17	of	of	ADP
easat-2347	366	18	2023	2023	NUM
easat-2347	366	19	and	and	CCONJ
easat-2347	366	20	much	much	ADV
easat-2347	366	21	lower	low	ADJ
easat-2347	366	22	than	than	ADP
easat-2347	366	23	the	the	DET
easat-2347	366	24	2022	2022	NUM
easat-2347	366	25	yearly	yearly	ADJ
easat-2347	366	26	rainfall	rainfall	NOUN
easat-2347	366	27	.	.	PUNCT
easat-2347	367	1	however	however	ADV
easat-2347	367	2	,	,	PUNCT
easat-2347	367	3	in	in	ADP
easat-2347	367	4	geroge	geroge	PROPN
easat-2347	367	5	,	,	PUNCT
easat-2347	367	6	there	there	PRON
easat-2347	367	7	is	be	VERB
easat-2347	367	8	an	an	DET
easat-2347	367	9	increase	increase	NOUN
easat-2347	367	10	of	of	ADP
easat-2347	367	11	about	about	ADV
easat-2347	367	12	200	200	NUM
easat-2347	367	13	mm	mm	NOUN
easat-2347	367	14	between	between	ADP
easat-2347	367	15	the	the	DET
easat-2347	367	16	2022	2022	NUM
easat-2347	367	17	annual	annual	ADJ
easat-2347	367	18	rainfall	rainfall	NOUN
easat-2347	367	19	and	and	CCONJ
easat-2347	367	20	the	the	DET
easat-2347	367	21	2023	2023	NUM
easat-2347	367	22	annual	annual	ADJ
easat-2347	367	23	rainfall	rainfall	NOUN
easat-2347	367	24	.	.	PUNCT
easat-2347	368	1	a	a	DET
easat-2347	368	2	further	further	ADJ
easat-2347	368	3	200	200	NUM
easat-2347	368	4	mm	mm	NOUN
easat-2347	368	5	increase	increase	NOUN
easat-2347	368	6	in	in	ADP
easat-2347	368	7	rainfall	rainfall	NOUN
easat-2347	368	8	is	be	AUX
easat-2347	368	9	predicted	predict	VERB
easat-2347	368	10	between	between	ADP
easat-2347	368	11	2023	2023	NUM
easat-2347	368	12	and	and	CCONJ
easat-2347	368	13	2024	2024	NUM
easat-2347	368	14	.	.	PUNCT
easat-2347	369	1	this	this	PRON
easat-2347	369	2	is	be	AUX
easat-2347	369	3	exciting	exciting	ADJ
easat-2347	369	4	news	news	NOUN
easat-2347	369	5	for	for	ADP
easat-2347	369	6	a	a	DET
easat-2347	369	7	region	region	NOUN
easat-2347	369	8	that	that	PRON
easat-2347	369	9	receives	receive	VERB
easat-2347	369	10	little	little	ADJ
easat-2347	369	11	rainfall	rainfall	NOUN
easat-2347	369	12	.	.	PUNCT
easat-2347	370	1	predicted	predict	VERB
easat-2347	370	2	january	january	PROPN
easat-2347	370	3	rainfall	rainfall	NOUN
easat-2347	370	4	is	be	AUX
easat-2347	370	5	about	about	ADV
easat-2347	370	6	four	four	NUM
easat-2347	370	7	times	time	NOUN
easat-2347	370	8	what	what	PRON
easat-2347	370	9	was	be	AUX
easat-2347	370	10	recorded	record	VERB
easat-2347	370	11	in	in	ADP
easat-2347	370	12	2022	2022	NUM
easat-2347	370	13	and	and	CCONJ
easat-2347	370	14	2023	2023	NUM
easat-2347	370	15	.	.	PUNCT
easat-2347	371	1	also	also	ADV
easat-2347	371	2	,	,	PUNCT
easat-2347	371	3	the	the	DET
easat-2347	371	4	predicted	predict	VERB
easat-2347	371	5	rainfall	rainfall	NOUN
easat-2347	371	6	for	for	ADP
easat-2347	371	7	february	february	PROPN
easat-2347	371	8	is	be	AUX
easat-2347	371	9	about	about	ADV
easat-2347	371	10	four	four	NUM
easat-2347	371	11	times	time	NOUN
easat-2347	371	12	that	that	PRON
easat-2347	371	13	of	of	ADP
easat-2347	371	14	2023	2023	NUM
easat-2347	371	15	and	and	CCONJ
easat-2347	371	16	about	about	ADV
easat-2347	371	17	20	20	NUM
easat-2347	371	18	mm	mm	NOUN
easat-2347	371	19	more	more	ADJ
easat-2347	371	20	than	than	ADP
easat-2347	371	21	the	the	DET
easat-2347	371	22	2022	2022	NUM
easat-2347	371	23	february	february	NOUN
easat-2347	371	24	rainfall	rainfall	NOUN
easat-2347	371	25	in	in	ADP
easat-2347	371	26	george	george	PROPN
easat-2347	371	27	.	.	PUNCT
easat-2347	372	1	however	however	ADV
easat-2347	372	2	,	,	PUNCT
easat-2347	372	3	there	there	PRON
easat-2347	372	4	would	would	AUX
easat-2347	372	5	be	be	AUX
easat-2347	372	6	lower	low	ADJ
easat-2347	372	7	rainfall	rainfall	NOUN
easat-2347	372	8	in	in	ADP
easat-2347	372	9	march	march	PROPN
easat-2347	372	10	compared	compare	VERB
easat-2347	372	11	to	to	ADP
easat-2347	372	12	other	other	ADJ
easat-2347	372	13	years	year	NOUN
easat-2347	372	14	,	,	PUNCT
easat-2347	372	15	and	and	CCONJ
easat-2347	372	16	it	it	PRON
easat-2347	372	17	would	would	AUX
easat-2347	372	18	be	be	AUX
easat-2347	372	19	about	about	ADV
easat-2347	372	20	100	100	NUM
easat-2347	372	21	mm	mm	NOUN
easat-2347	372	22	lower	low	ADJ
easat-2347	372	23	than	than	ADP
easat-2347	372	24	the	the	DET
easat-2347	372	25	2023	2023	NUM
easat-2347	372	26	march	march	NOUN
easat-2347	372	27	rainfall	rainfall	NOUN
easat-2347	372	28	.	.	PUNCT
easat-2347	373	1	this	this	PRON
easat-2347	373	2	would	would	AUX
easat-2347	373	3	be	be	AUX
easat-2347	373	4	compensated	compensate	VERB
easat-2347	373	5	in	in	ADP
easat-2347	373	6	april	april	PROPN
easat-2347	373	7	as	as	SCONJ
easat-2347	373	8	it	it	PRON
easat-2347	373	9	is	be	AUX
easat-2347	373	10	predicted	predict	VERB
easat-2347	373	11	that	that	SCONJ
easat-2347	373	12	the	the	DET
easat-2347	373	13	2024	2024	NUM
easat-2347	373	14	april	april	PROPN
easat-2347	373	15	rainfall	rainfall	NOUN
easat-2347	373	16	would	would	AUX
easat-2347	373	17	be	be	AUX
easat-2347	373	18	about	about	ADV
easat-2347	373	19	90	90	NUM
easat-2347	373	20	mm	mm	NOUN
easat-2347	373	21	more	more	ADJ
easat-2347	373	22	than	than	ADP
easat-2347	373	23	what	what	PRON
easat-2347	373	24	was	be	AUX
easat-2347	373	25	recorded	record	VERB
easat-2347	373	26	in	in	ADP
easat-2347	373	27	2023	2023	NUM
easat-2347	373	28	and	and	CCONJ
easat-2347	373	29	100	100	NUM
easat-2347	373	30	mm	mm	NOUN
easat-2347	373	31	more	more	ADJ
easat-2347	373	32	than	than	ADP
easat-2347	373	33	the	the	DET
easat-2347	373	34	2022	2022	NUM
easat-2347	373	35	april	april	PROPN
easat-2347	373	36	rainfall	rainfall	NOUN
easat-2347	373	37	.	.	PUNCT
easat-2347	374	1	though	though	SCONJ
easat-2347	374	2	there	there	PRON
easat-2347	374	3	is	be	VERB
easat-2347	374	4	no	no	DET
easat-2347	374	5	dry	dry	ADJ
easat-2347	374	6	season	season	NOUN
easat-2347	374	7	for	for	ADP
easat-2347	374	8	this	this	DET
easat-2347	374	9	climatic	climatic	ADJ
easat-2347	374	10	zone	zone	NOUN
easat-2347	374	11	,	,	PUNCT
easat-2347	374	12	the	the	DET
easat-2347	374	13	result	result	NOUN
easat-2347	374	14	shows	show	VERB
easat-2347	374	15	that	that	SCONJ
easat-2347	374	16	in	in	ADP
easat-2347	374	17	five	five	NUM
easat-2347	374	18	months	month	NOUN
easat-2347	374	19	(	(	PUNCT
easat-2347	374	20	april	april	PROPN
easat-2347	374	21	,	,	PUNCT
easat-2347	374	22	july	july	PROPN
easat-2347	374	23	,	,	PUNCT
easat-2347	374	24	august	august	PROPN
easat-2347	374	25	,	,	PUNCT
easat-2347	374	26	october	october	PROPN
easat-2347	374	27	,	,	PUNCT
easat-2347	374	28	and	and	CCONJ
easat-2347	374	29	november	november	PROPN
easat-2347	374	30	)	)	PUNCT
easat-2347	374	31	2022	2022	NUM
easat-2347	374	32	,	,	PUNCT
easat-2347	374	33	rainfall	rainfall	NOUN
easat-2347	374	34	was	be	AUX
easat-2347	374	35	below	below	ADP
easat-2347	374	36	20	20	NUM
easat-2347	374	37	mm	mm	NOUN
easat-2347	374	38	,	,	PUNCT
easat-2347	374	39	with	with	ADP
easat-2347	374	40	july	july	PROPN
easat-2347	374	41	receiving	receive	VERB
easat-2347	374	42	about	about	ADV
easat-2347	374	43	5	5	NUM
easat-2347	374	44	mm	mm	NOUN
easat-2347	374	45	the	the	DET
easat-2347	374	46	entire	entire	ADJ
easat-2347	374	47	month	month	NOUN
easat-2347	374	48	.	.	PUNCT
easat-2347	375	1	august	august	PROPN
easat-2347	375	2	2023	2023	NUM
easat-2347	375	3	also	also	ADV
easat-2347	375	4	received	receive	VERB
easat-2347	375	5	rainfall	rainfall	NOUN
easat-2347	375	6	below	below	ADP
easat-2347	375	7	10	10	NUM
easat-2347	375	8	mm	mm	NOUN
easat-2347	375	9	.	.	PUNCT
easat-2347	376	1	this	this	DET
easat-2347	376	2	value	value	NOUN
easat-2347	376	3	is	be	AUX
easat-2347	376	4	expected	expect	VERB
easat-2347	376	5	to	to	PART
easat-2347	376	6	rise	rise	VERB
easat-2347	376	7	to	to	ADP
easat-2347	376	8	about	about	ADV
easat-2347	376	9	40	40	NUM
easat-2347	376	10	mm	mm	NOUN
easat-2347	376	11	in	in	ADP
easat-2347	376	12	2024	2024	NUM
easat-2347	376	13	.	.	PUNCT
easat-2347	377	1	finally	finally	ADV
easat-2347	377	2	,	,	PUNCT
easat-2347	377	3	the	the	DET
easat-2347	377	4	results	result	NOUN
easat-2347	377	5	in	in	ADP
easat-2347	377	6	george	george	PROPN
easat-2347	377	7	indicate	indicate	VERB
easat-2347	377	8	that	that	SCONJ
easat-2347	377	9	there	there	PRON
easat-2347	377	10	would	would	AUX
easat-2347	377	11	be	be	AUX
easat-2347	377	12	more	more	ADJ
easat-2347	377	13	rainfall	rainfall	NOUN
easat-2347	377	14	between	between	ADP
easat-2347	377	15	october	october	PROPN
easat-2347	377	16	and	and	CCONJ
easat-2347	377	17	december	december	PROPN
easat-2347	377	18	by	by	ADP
easat-2347	377	19	a	a	DET
easat-2347	377	20	wide	wide	ADJ
easat-2347	377	21	margin	margin	NOUN
easat-2347	377	22	than	than	ADP
easat-2347	377	23	what	what	PRON
easat-2347	377	24	was	be	AUX
easat-2347	377	25	recorded	record	VERB
easat-2347	377	26	in	in	ADP
easat-2347	377	27	2022	2022	NUM
easat-2347	377	28	and	and	CCONJ
easat-2347	377	29	2023	2023	NUM
easat-2347	377	30	.	.	PUNCT
easat-2347	378	1	while	while	SCONJ
easat-2347	378	2	in	in	ADP
easat-2347	378	3	george	george	PROPN
easat-2347	378	4	,	,	PUNCT
easat-2347	378	5	there	there	PRON
easat-2347	378	6	was	be	VERB
easat-2347	378	7	an	an	DET
easat-2347	378	8	increase	increase	NOUN
easat-2347	378	9	of	of	ADP
easat-2347	378	10	about	about	ADV
easat-2347	378	11	200	200	NUM
easat-2347	378	12	mm	mm	NOUN
easat-2347	378	13	from	from	ADP
easat-2347	378	14	2022	2022	NUM
easat-2347	378	15	to	to	ADP
easat-2347	378	16	2023	2023	NUM
easat-2347	378	17	and	and	CCONJ
easat-2347	378	18	from	from	ADP
easat-2347	378	19	2023	2023	NUM
easat-2347	378	20	to	to	ADP
easat-2347	378	21	2024	2024	NUM
easat-2347	378	22	,	,	PUNCT
easat-2347	378	23	in	in	ADP
easat-2347	378	24	mthatha	mthatha	NOUN
easat-2347	378	25	,	,	PUNCT
easat-2347	378	26	the	the	DET
easat-2347	378	27	reverse	reverse	NOUN
easat-2347	378	28	is	be	AUX
easat-2347	378	29	the	the	DET
easat-2347	378	30	case	case	NOUN
easat-2347	378	31	.	.	PUNCT
easat-2347	379	1	there	there	PRON
easat-2347	379	2	was	be	VERB
easat-2347	379	3	an	an	DET
easat-2347	379	4	annual	annual	ADJ
easat-2347	379	5	decrease	decrease	NOUN
easat-2347	379	6	of	of	ADP
easat-2347	379	7	about	about	ADV
easat-2347	379	8	250	250	NUM
easat-2347	379	9	mm	mm	NOUN
easat-2347	379	10	from	from	ADP
easat-2347	379	11	2022	2022	NUM
easat-2347	379	12	rainfall	rainfall	NOUN
easat-2347	379	13	to	to	ADP
easat-2347	379	14	2023	2023	NUM
easat-2347	379	15	rainfall	rainfall	NOUN
easat-2347	379	16	.	.	PUNCT
easat-2347	380	1	it	it	PRON
easat-2347	380	2	is	be	AUX
easat-2347	380	3	predicted	predict	VERB
easat-2347	380	4	that	that	SCONJ
easat-2347	380	5	there	there	PRON
easat-2347	380	6	will	will	AUX
easat-2347	380	7	be	be	AUX
easat-2347	380	8	a	a	DET
easat-2347	380	9	further	further	ADJ
easat-2347	380	10	decrease	decrease	NOUN
easat-2347	380	11	of	of	ADP
easat-2347	380	12	about	about	ADV
easat-2347	380	13	300	300	NUM
easat-2347	380	14	mm	mm	NOUN
easat-2347	380	15	between	between	ADP
easat-2347	380	16	2023	2023	NUM
easat-2347	380	17	rainfall	rainfall	NOUN
easat-2347	380	18	and	and	CCONJ
easat-2347	380	19	2024	2024	NUM
easat-2347	380	20	rainfall	rainfall	NOUN
easat-2347	380	21	.	.	PUNCT
easat-2347	381	1	as	as	ADP
easat-2347	381	2	with	with	ADP
easat-2347	381	3	this	this	DET
easat-2347	381	4	climatic	climatic	ADJ
easat-2347	381	5	zone	zone	NOUN
easat-2347	381	6	,	,	PUNCT
easat-2347	381	7	there	there	PRON
easat-2347	381	8	was	be	VERB
easat-2347	381	9	no	no	DET
easat-2347	381	10	dry	dry	ADJ
easat-2347	381	11	season	season	NOUN
easat-2347	381	12	,	,	PUNCT
easat-2347	381	13	as	as	SCONJ
easat-2347	381	14	rainfall	rainfall	NOUN
easat-2347	381	15	was	be	AUX
easat-2347	381	16	experienced	experience	VERB
easat-2347	381	17	and	and	CCONJ
easat-2347	381	18	predicted	predict	VERB
easat-2347	381	19	during	during	ADP
easat-2347	381	20	winter	winter	NOUN
easat-2347	381	21	.	.	PUNCT
easat-2347	382	1	it	it	PRON
easat-2347	382	2	is	be	AUX
easat-2347	382	3	predicted	predict	VERB
easat-2347	382	4	that	that	SCONJ
easat-2347	382	5	january	january	PROPN
easat-2347	382	6	2024	2024	NUM
easat-2347	382	7	rainfall	rainfall	NOUN
easat-2347	382	8	will	will	AUX
easat-2347	382	9	be	be	AUX
easat-2347	382	10	about	about	ADP
easat-2347	382	11	half	half	NOUN
easat-2347	382	12	of	of	ADP
easat-2347	382	13	what	what	PRON
easat-2347	382	14	was	be	AUX
easat-2347	382	15	recorded	record	VERB
easat-2347	382	16	in	in	ADP
easat-2347	382	17	2023	2023	NUM
easat-2347	382	18	and	and	CCONJ
easat-2347	382	19	march	march	PROPN
easat-2347	382	20	and	and	CCONJ
easat-2347	382	21	may	may	PROPN
easat-2347	382	22	.	.	PUNCT
easat-2347	383	1	february	february	PROPN
easat-2347	383	2	rainfall	rainfall	PROPN
easat-2347	383	3	would	would	AUX
easat-2347	383	4	be	be	AUX
easat-2347	383	5	about	about	ADV
easat-2347	383	6	10	10	NUM
easat-2347	383	7	mm	mm	NOUN
easat-2347	383	8	more	more	ADJ
easat-2347	383	9	than	than	ADP
easat-2347	383	10	2023	2023	NUM
easat-2347	383	11	february	february	NOUN
easat-2347	383	12	rainfall	rainfall	NOUN
easat-2347	383	13	but	but	CCONJ
easat-2347	383	14	10	10	NUM
easat-2347	383	15	mm	mm	NOUN
easat-2347	383	16	lower	low	ADJ
easat-2347	383	17	than	than	ADP
easat-2347	383	18	2022	2022	NUM
easat-2347	383	19	february	february	PROPN
easat-2347	383	20	rainfall	rainfall	NOUN
easat-2347	383	21	.	.	PUNCT
easat-2347	384	1	it	it	PRON
easat-2347	384	2	is	be	AUX
easat-2347	384	3	also	also	ADV
easat-2347	384	4	predicted	predict	VERB
easat-2347	384	5	that	that	SCONJ
easat-2347	384	6	there	there	PRON
easat-2347	384	7	will	will	AUX
easat-2347	384	8	be	be	AUX
easat-2347	384	9	more	more	ADJ
easat-2347	384	10	rainfall	rainfall	NOUN
easat-2347	384	11	in	in	ADP
easat-2347	384	12	april	april	PROPN
easat-2347	384	13	2024	2024	NUM
easat-2347	384	14	by	by	ADP
easat-2347	384	15	about	about	ADV
easat-2347	384	16	20	20	NUM
easat-2347	384	17	mm	mm	NUM
easat-2347	384	18	compared	compare	VERB
easat-2347	384	19	to	to	ADP
easat-2347	384	20	april	april	PROPN
easat-2347	384	21	2023	2023	NUM
easat-2347	384	22	.	.	PUNCT
easat-2347	385	1	between	between	ADP
easat-2347	385	2	june	june	PROPN
easat-2347	385	3	and	and	CCONJ
easat-2347	385	4	august	august	PROPN
easat-2347	385	5	,	,	PUNCT
easat-2347	385	6	rainfall	rainfall	NOUN
easat-2347	385	7	predictions	prediction	NOUN
easat-2347	385	8	for	for	ADP
easat-2347	385	9	2024	2024	NUM
easat-2347	385	10	and	and	CCONJ
easat-2347	385	11	recorded	record	VERB
easat-2347	385	12	values	value	NOUN
easat-2347	385	13	for	for	ADP
easat-2347	385	14	2022	2022	NUM
easat-2347	385	15	and	and	CCONJ
easat-2347	385	16	2023	2023	NUM
easat-2347	385	17	are	be	AUX
easat-2347	385	18	within	within	ADP
easat-2347	385	19	the	the	DET
easat-2347	385	20	same	same	ADJ
easat-2347	385	21	range	range	NOUN
easat-2347	385	22	.	.	PUNCT
easat-2347	386	1	compared	compare	VERB
easat-2347	386	2	to	to	ADP
easat-2347	386	3	2023	2023	NUM
easat-2347	386	4	,	,	PUNCT
easat-2347	386	5	lower	low	ADJ
easat-2347	386	6	rainfall	rainfall	NOUN
easat-2347	386	7	is	be	AUX
easat-2347	386	8	predicted	predict	VERB
easat-2347	386	9	in	in	ADP
easat-2347	386	10	september	september	PROPN
easat-2347	386	11	and	and	CCONJ
easat-2347	386	12	november	november	PROPN
easat-2347	386	13	;	;	PUNCT
easat-2347	386	14	in	in	ADP
easat-2347	386	15	october	october	PROPN
easat-2347	386	16	and	and	CCONJ
easat-2347	386	17	december	december	PROPN
easat-2347	386	18	,	,	PUNCT
easat-2347	386	19	the	the	DET
easat-2347	386	20	amount	amount	NOUN
easat-2347	386	21	of	of	ADP
easat-2347	386	22	rainfall	rainfall	NOUN
easat-2347	386	23	expected	expect	VERB
easat-2347	386	24	would	would	AUX
easat-2347	386	25	be	be	AUX
easat-2347	386	26	similar	similar	ADJ
easat-2347	386	27	to	to	ADP
easat-2347	386	28	that	that	PRON
easat-2347	386	29	of	of	ADP
easat-2347	386	30	2023	2023	NUM
easat-2347	386	31	.	.	PUNCT
easat-2347	387	1	0	0	NUM
easat-2347	387	2	100	100	NUM
easat-2347	387	3	200	200	NUM
easat-2347	387	4	300	300	NUM
easat-2347	387	5	jan	jan	PROPN
easat-2347	387	6	feb	feb	PROPN
easat-2347	387	7	mar	mar	PROPN
easat-2347	387	8	apr	apr	PROPN
easat-2347	387	9	may	may	AUX
easat-2347	387	10	jun	jun	PROPN
easat-2347	387	11	jul	jul	PROPN
easat-2347	387	12	aug	aug	PROPN
easat-2347	387	13	sep	sep	PROPN
easat-2347	387	14	oct	oct	PROPN
easat-2347	387	15	nov	nov	PROPN
easat-2347	387	16	dec	dec	PROPN
easat-2347	387	17	r	r	PROPN
easat-2347	387	18	a	a	PRON
easat-2347	387	19	in	in	ADP
easat-2347	387	20	fa	fa	INTJ
easat-2347	387	21	ll	ll	AUX
easat-2347	387	22	(	(	PUNCT
easat-2347	387	23	m	m	NOUN
easat-2347	387	24	m	m	ADJ
easat-2347	387	25	)	)	PUNCT
easat-2347	387	26	months	month	NOUN
easat-2347	387	27	east	east	PROPN
easat-2347	387	28	london	london	PROPN
easat-2347	387	29	2022	2022	NUM
easat-2347	387	30	2023	2023	NUM
easat-2347	387	31	2024	2024	NUM
easat-2347	387	32	1824	1824	NUM
easat-2347	387	33	edelweiss	edelweiss	PROPN
easat-2347	387	34	applied	apply	VERB
easat-2347	387	35	science	science	NOUN
easat-2347	387	36	and	and	CCONJ
easat-2347	387	37	technology	technology	NOUN
easat-2347	387	38	issn	issn	PROPN
easat-2347	387	39	:	:	PUNCT
easat-2347	387	40	2576	2576	NUM
easat-2347	387	41	-	-	SYM
easat-2347	387	42	8484	8484	NUM
easat-2347	387	43	vol	vol	NOUN
easat-2347	387	44	.	.	PROPN
easat-2347	387	45	8	8	NUM
easat-2347	387	46	,	,	PUNCT
easat-2347	387	47	no	no	INTJ
easat-2347	387	48	.	.	NOUN
easat-2347	388	1	6	6	NUM
easat-2347	388	2	:	:	SYM
easat-2347	388	3	1805	1805	NUM
easat-2347	388	4	-	-	SYM
easat-2347	388	5	1827	1827	NUM
easat-2347	388	6	,	,	PUNCT
easat-2347	388	7	2024	2024	NUM
easat-2347	388	8	doi	doi	NOUN
easat-2347	388	9	:	:	PUNCT
easat-2347	388	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	388	11	©	©	PROPN
easat-2347	388	12	2024	2024	NUM
easat-2347	388	13	by	by	ADP
easat-2347	388	14	the	the	DET
easat-2347	388	15	authors	author	NOUN
easat-2347	388	16	;	;	PUNCT
easat-2347	389	1	licensee	licensee	PROPN
easat-2347	389	2	learning	learn	VERB
easat-2347	389	3	gate	gate	PROPN
easat-2347	389	4	figure	figure	NOUN
easat-2347	389	5	10	10	NUM
easat-2347	389	6	.	.	PUNCT
easat-2347	390	1	rainfall	rainfall	NOUN
easat-2347	390	2	prediction	prediction	NOUN
easat-2347	390	3	for	for	ADP
easat-2347	390	4	2024	2024	NUM
easat-2347	390	5	compared	compare	VERB
easat-2347	390	6	with	with	ADP
easat-2347	390	7	2023	2023	NUM
easat-2347	390	8	and	and	CCONJ
easat-2347	390	9	2023	2023	NUM
easat-2347	390	10	rainfall	rainfall	NOUN
easat-2347	390	11	under	under	ADP
easat-2347	390	12	the	the	DET
easat-2347	390	13	temperate	temperate	ADJ
easat-2347	390	14	oceanic	oceanic	NOUN
easat-2347	390	15	without	without	ADP
easat-2347	390	16	dry	dry	ADJ
easat-2347	390	17	season	season	NOUN
easat-2347	390	18	(	(	PUNCT
easat-2347	390	19	east	east	PROPN
easat-2347	390	20	london	london	PROPN
easat-2347	390	21	,	,	PUNCT
easat-2347	390	22	george	george	PROPN
easat-2347	390	23	,	,	PUNCT
easat-2347	390	24	and	and	CCONJ
easat-2347	390	25	mthatha	mthatha	NOUN
easat-2347	390	26	)	)	PUNCT
easat-2347	390	27	.	.	PUNCT
easat-2347	391	1	4.6.3	4.6.3	X
easat-2347	391	2	.	.	PUNCT
easat-2347	392	1	warm	warm	ADJ
easat-2347	392	2	and	and	CCONJ
easat-2347	392	3	dry	dry	ADJ
easat-2347	392	4	summer	summer	NOUN
easat-2347	392	5	for	for	ADP
easat-2347	392	6	the	the	DET
easat-2347	392	7	warm	warm	ADJ
easat-2347	392	8	and	and	CCONJ
easat-2347	392	9	dry	dry	ADJ
easat-2347	392	10	summer	summer	NOUN
easat-2347	392	11	,	,	PUNCT
easat-2347	392	12	rainfall	rainfall	NOUN
easat-2347	392	13	prediction	prediction	NOUN
easat-2347	392	14	for	for	ADP
easat-2347	392	15	2024	2024	NUM
easat-2347	392	16	compared	compare	VERB
easat-2347	392	17	with	with	ADP
easat-2347	392	18	recorded	recorded	ADJ
easat-2347	392	19	values	value	NOUN
easat-2347	392	20	of	of	ADP
easat-2347	392	21	2022	2022	NUM
easat-2347	392	22	and	and	CCONJ
easat-2347	392	23	2023	2023	NUM
easat-2347	392	24	is	be	AUX
easat-2347	392	25	presented	present	VERB
easat-2347	392	26	in	in	ADP
easat-2347	392	27	figure	figure	NOUN
easat-2347	392	28	11	11	NUM
easat-2347	392	29	.	.	PUNCT
easat-2347	393	1	in	in	ADP
easat-2347	393	2	bredasdorp	bredasdorp	PROPN
easat-2347	393	3	,	,	PUNCT
easat-2347	393	4	it	it	PRON
easat-2347	393	5	is	be	AUX
easat-2347	393	6	shown	show	VERB
easat-2347	393	7	that	that	SCONJ
easat-2347	393	8	there	there	PRON
easat-2347	393	9	was	be	VERB
easat-2347	393	10	little	little	ADJ
easat-2347	393	11	rainfall	rainfall	NOUN
easat-2347	393	12	in	in	ADP
easat-2347	393	13	the	the	DET
easat-2347	393	14	summer	summer	NOUN
easat-2347	393	15	months	month	NOUN
easat-2347	393	16	of	of	ADP
easat-2347	393	17	december	december	PROPN
easat-2347	393	18	and	and	CCONJ
easat-2347	393	19	january	january	PROPN
easat-2347	393	20	of	of	ADP
easat-2347	393	21	2023	2023	NUM
easat-2347	393	22	,	,	PUNCT
easat-2347	393	23	while	while	SCONJ
easat-2347	393	24	low	low	ADJ
easat-2347	393	25	rainfall	rainfall	NOUN
easat-2347	393	26	was	be	AUX
easat-2347	393	27	recorded	record	VERB
easat-2347	393	28	in	in	ADP
easat-2347	393	29	april	april	PROPN
easat-2347	393	30	and	and	CCONJ
easat-2347	393	31	november	november	PROPN
easat-2347	393	32	of	of	ADP
easat-2347	393	33	2022	2022	NUM
easat-2347	393	34	.	.	PUNCT
easat-2347	394	1	the	the	DET
easat-2347	394	2	predicted	predict	VERB
easat-2347	394	3	rainfall	rainfall	NOUN
easat-2347	394	4	values	value	NOUN
easat-2347	394	5	estimate	estimate	VERB
easat-2347	394	6	that	that	SCONJ
easat-2347	394	7	there	there	PRON
easat-2347	394	8	will	will	AUX
easat-2347	394	9	be	be	AUX
easat-2347	394	10	much	much	ADV
easat-2347	394	11	more	more	ADJ
easat-2347	394	12	rainfall	rainfall	NOUN
easat-2347	394	13	from	from	ADP
easat-2347	394	14	october	october	PROPN
easat-2347	394	15	to	to	ADP
easat-2347	394	16	december	december	PROPN
easat-2347	394	17	than	than	ADP
easat-2347	394	18	in	in	ADP
easat-2347	394	19	previous	previous	ADJ
easat-2347	394	20	years	year	NOUN
easat-2347	394	21	.	.	PUNCT
easat-2347	395	1	similarly	similarly	ADV
easat-2347	395	2	,	,	PUNCT
easat-2347	395	3	more	more	ADJ
easat-2347	395	4	rainfall	rainfall	NOUN
easat-2347	395	5	is	be	AUX
easat-2347	395	6	predicted	predict	VERB
easat-2347	395	7	2024	2024	NUM
easat-2347	395	8	for	for	ADP
easat-2347	395	9	january	january	PROPN
easat-2347	395	10	,	,	PUNCT
easat-2347	395	11	february	february	PROPN
easat-2347	395	12	,	,	PUNCT
easat-2347	395	13	and	and	CCONJ
easat-2347	395	14	april	april	PROPN
easat-2347	395	15	than	than	ADP
easat-2347	395	16	in	in	ADP
easat-2347	395	17	previous	previous	ADJ
easat-2347	395	18	years	year	NOUN
easat-2347	395	19	.	.	PUNCT
easat-2347	396	1	it	it	PRON
easat-2347	396	2	is	be	AUX
easat-2347	396	3	predicted	predict	VERB
easat-2347	396	4	that	that	SCONJ
easat-2347	396	5	the	the	DET
easat-2347	396	6	rain	rain	NOUN
easat-2347	396	7	in	in	ADP
easat-2347	396	8	march	march	PROPN
easat-2347	396	9	would	would	AUX
easat-2347	396	10	be	be	AUX
easat-2347	396	11	considerably	considerably	ADV
easat-2347	396	12	lower	low	ADJ
easat-2347	396	13	than	than	ADP
easat-2347	396	14	that	that	PRON
easat-2347	396	15	of	of	ADP
easat-2347	396	16	2023	2023	NUM
easat-2347	396	17	by	by	ADP
easat-2347	396	18	almost	almost	ADV
easat-2347	396	19	200	200	NUM
easat-2347	396	20	mm	mm	NOUN
easat-2347	396	21	,	,	PUNCT
easat-2347	396	22	while	while	SCONJ
easat-2347	396	23	the	the	DET
easat-2347	396	24	predicted	predict	VERB
easat-2347	396	25	rainfall	rainfall	NOUN
easat-2347	396	26	for	for	ADP
easat-2347	396	27	june	june	PROPN
easat-2347	396	28	2024	2024	NUM
easat-2347	396	29	would	would	AUX
easat-2347	396	30	be	be	AUX
easat-2347	396	31	about	about	ADV
easat-2347	396	32	100	100	NUM
easat-2347	396	33	mm	mm	NOUN
easat-2347	396	34	lower	low	ADJ
easat-2347	396	35	than	than	ADP
easat-2347	396	36	the	the	DET
easat-2347	396	37	amount	amount	NOUN
easat-2347	396	38	of	of	ADP
easat-2347	396	39	rain	rain	NOUN
easat-2347	396	40	received	receive	VERB
easat-2347	396	41	in	in	ADP
easat-2347	396	42	2023	2023	NUM
easat-2347	396	43	.	.	PUNCT
easat-2347	397	1	a	a	DET
easat-2347	397	2	similar	similar	ADJ
easat-2347	397	3	amount	amount	NOUN
easat-2347	397	4	of	of	ADP
easat-2347	397	5	rainfall	rainfall	NOUN
easat-2347	397	6	in	in	ADP
easat-2347	397	7	2023	2023	NUM
easat-2347	397	8	,	,	PUNCT
easat-2347	397	9	may	may	AUX
easat-2347	397	10	,	,	PUNCT
easat-2347	397	11	and	and	CCONJ
easat-2347	397	12	july	july	PROPN
easat-2347	397	13	is	be	AUX
easat-2347	397	14	predicted	predict	VERB
easat-2347	397	15	for	for	ADP
easat-2347	397	16	2024	2024	NUM
easat-2347	397	17	.	.	PUNCT
easat-2347	398	1	in	in	ADP
easat-2347	398	2	cape	cape	NOUN
easat-2347	398	3	town	town	NOUN
easat-2347	398	4	,	,	PUNCT
easat-2347	398	5	dry	dry	ADJ
easat-2347	398	6	summer	summer	NOUN
easat-2347	398	7	was	be	AUX
easat-2347	398	8	only	only	ADV
easat-2347	398	9	experienced	experience	VERB
easat-2347	398	10	in	in	ADP
easat-2347	398	11	2023	2023	NUM
easat-2347	398	12	among	among	ADP
easat-2347	398	13	the	the	DET
easat-2347	398	14	three	three	NUM
easat-2347	398	15	years	year	NOUN
easat-2347	398	16	,	,	PUNCT
easat-2347	398	17	with	with	ADP
easat-2347	398	18	2022	2022	NUM
easat-2347	398	19	december	december	PROPN
easat-2347	398	20	receiving	receive	VERB
easat-2347	398	21	considerable	considerable	ADJ
easat-2347	398	22	rainfall	rainfall	NOUN
easat-2347	398	23	.	.	PUNCT
easat-2347	399	1	most	most	ADJ
easat-2347	399	2	rainfall	rainfall	NOUN
easat-2347	399	3	recorded	record	VERB
easat-2347	399	4	in	in	ADP
easat-2347	399	5	cape	cape	NOUN
easat-2347	399	6	town	town	NOUN
easat-2347	399	7	in	in	ADP
easat-2347	399	8	2023	2023	NUM
easat-2347	399	9	was	be	AUX
easat-2347	399	10	during	during	ADP
easat-2347	399	11	autumn	autumn	NOUN
easat-2347	399	12	,	,	PUNCT
easat-2347	399	13	early	early	ADJ
easat-2347	399	14	winter	winter	NOUN
easat-2347	399	15	,	,	PUNCT
easat-2347	399	16	and	and	CCONJ
easat-2347	399	17	early	early	ADJ
easat-2347	399	18	spring	spring	NOUN
easat-2347	399	19	.	.	PUNCT
easat-2347	400	1	in	in	ADP
easat-2347	400	2	january	january	PROPN
easat-2347	400	3	2023	2023	NUM
easat-2347	400	4	,	,	PUNCT
easat-2347	400	5	less	less	ADJ
easat-2347	400	6	than	than	ADP
easat-2347	400	7	5	5	NUM
easat-2347	400	8	mm	mm	NOUN
easat-2347	400	9	of	of	ADP
easat-2347	400	10	rainfall	rainfall	NOUN
easat-2347	400	11	was	be	AUX
easat-2347	400	12	received	receive	VERB
easat-2347	400	13	compared	compare	VERB
easat-2347	400	14	to	to	ADP
easat-2347	400	15	a	a	DET
easat-2347	400	16	predicted	predict	VERB
easat-2347	400	17	value	value	NOUN
easat-2347	400	18	of	of	ADP
easat-2347	400	19	about	about	ADV
easat-2347	400	20	100	100	NUM
easat-2347	400	21	mm	mm	NOUN
easat-2347	400	22	in	in	ADP
easat-2347	400	23	january	january	PROPN
easat-2347	400	24	2024	2024	NUM
easat-2347	400	25	.	.	PUNCT
easat-2347	401	1	similarly	similarly	ADV
easat-2347	401	2	,	,	PUNCT
easat-2347	401	3	the	the	DET
easat-2347	401	4	predicted	predict	VERB
easat-2347	401	5	value	value	NOUN
easat-2347	401	6	for	for	ADP
easat-2347	401	7	february	february	PROPN
easat-2347	401	8	is	be	AUX
easat-2347	401	9	about	about	ADV
easat-2347	401	10	five	five	NUM
easat-2347	401	11	times	time	NOUN
easat-2347	401	12	what	what	PRON
easat-2347	401	13	it	it	PRON
easat-2347	401	14	was	be	AUX
easat-2347	401	15	in	in	ADP
easat-2347	401	16	february	february	PROPN
easat-2347	401	17	2023	2023	NUM
easat-2347	401	18	.	.	PUNCT
easat-2347	402	1	in	in	ADP
easat-2347	402	2	march	march	PROPN
easat-2347	402	3	,	,	PUNCT
easat-2347	402	4	from	from	ADP
easat-2347	402	5	year	year	NOUN
easat-2347	402	6	to	to	ADP
easat-2347	402	7	year	year	NOUN
easat-2347	402	8	,	,	PUNCT
easat-2347	402	9	there	there	PRON
easat-2347	402	10	is	be	VERB
easat-2347	402	11	a	a	DET
easat-2347	402	12	steady	steady	ADJ
easat-2347	402	13	increase	increase	NOUN
easat-2347	402	14	in	in	ADP
easat-2347	402	15	the	the	DET
easat-2347	402	16	amount	amount	NOUN
easat-2347	402	17	of	of	ADP
easat-2347	402	18	rainfall	rainfall	NOUN
easat-2347	402	19	received	receive	VERB
easat-2347	402	20	from	from	ADP
easat-2347	402	21	2022	2022	NUM
easat-2347	402	22	to	to	ADP
easat-2347	402	23	2024	2024	NUM
easat-2347	402	24	,	,	PUNCT
easat-2347	402	25	although	although	SCONJ
easat-2347	402	26	2022	2022	NUM
easat-2347	402	27	rainfall	rainfall	NOUN
easat-2347	402	28	in	in	ADP
easat-2347	402	29	march	march	PROPN
easat-2347	402	30	was	be	AUX
easat-2347	402	31	much	much	ADV
easat-2347	402	32	lower	low	ADJ
easat-2347	402	33	than	than	ADP
easat-2347	402	34	in	in	ADP
easat-2347	402	35	2023	2023	NUM
easat-2347	402	36	and	and	CCONJ
easat-2347	402	37	2024	2024	NUM
easat-2347	402	38	.	.	PUNCT
easat-2347	403	1	this	this	DET
easat-2347	403	2	pattern	pattern	NOUN
easat-2347	403	3	is	be	AUX
easat-2347	403	4	also	also	ADV
easat-2347	403	5	seen	see	VERB
easat-2347	403	6	in	in	ADP
easat-2347	403	7	april	april	PROPN
easat-2347	403	8	,	,	PUNCT
easat-2347	403	9	with	with	ADP
easat-2347	403	10	2023	2023	NUM
easat-2347	403	11	and	and	CCONJ
easat-2347	403	12	2024	2024	NUM
easat-2347	403	13	values	value	NOUN
easat-2347	403	14	closer	close	ADJ
easat-2347	403	15	to	to	ADP
easat-2347	403	16	what	what	PRON
easat-2347	403	17	was	be	AUX
easat-2347	403	18	obtained	obtain	VERB
easat-2347	403	19	in	in	ADP
easat-2347	403	20	2024	2024	NUM
easat-2347	403	21	.	.	PUNCT
easat-2347	404	1	while	while	SCONJ
easat-2347	404	2	there	there	PRON
easat-2347	404	3	was	be	VERB
easat-2347	404	4	an	an	DET
easat-2347	404	5	increase	increase	NOUN
easat-2347	404	6	in	in	ADP
easat-2347	404	7	rain	rain	NOUN
easat-2347	404	8	from	from	ADP
easat-2347	404	9	april	april	PROPN
easat-2347	404	10	to	to	ADP
easat-2347	404	11	june	june	PROPN
easat-2347	404	12	for	for	ADP
easat-2347	404	13	both	both	DET
easat-2347	404	14	2023	2023	NUM
easat-2347	404	15	and	and	CCONJ
easat-2347	404	16	2024	2024	NUM
easat-2347	404	17	,	,	PUNCT
easat-2347	404	18	the	the	DET
easat-2347	404	19	predicted	predict	VERB
easat-2347	404	20	values	value	NOUN
easat-2347	404	21	in	in	ADP
easat-2347	404	22	2024	2024	NUM
easat-2347	404	23	are	be	AUX
easat-2347	404	24	expected	expect	VERB
easat-2347	404	25	to	to	PART
easat-2347	404	26	reduce	reduce	VERB
easat-2347	404	27	during	during	ADP
easat-2347	404	28	this	this	DET
easat-2347	404	29	period	period	NOUN
easat-2347	404	30	.	.	PUNCT
easat-2347	405	1	predicted	predict	VERB
easat-2347	405	2	values	value	NOUN
easat-2347	405	3	in	in	ADP
easat-2347	405	4	july	july	PROPN
easat-2347	405	5	for	for	ADP
easat-2347	405	6	2024	2024	NUM
easat-2347	405	7	and	and	CCONJ
easat-2347	405	8	recorded	record	VERB
easat-2347	405	9	rainfall	rainfall	NOUN
easat-2347	405	10	values	value	NOUN
easat-2347	405	11	for	for	ADP
easat-2347	405	12	2022	2022	NUM
easat-2347	405	13	and	and	CCONJ
easat-2347	405	14	2023	2023	NUM
easat-2347	405	15	are	be	AUX
easat-2347	405	16	similar	similar	ADJ
easat-2347	405	17	.	.	PUNCT
easat-2347	406	1	the	the	DET
easat-2347	406	2	observed	observed	ADJ
easat-2347	406	3	increase	increase	NOUN
easat-2347	406	4	in	in	ADP
easat-2347	406	5	0	0	NUM
easat-2347	406	6	100	100	NUM
easat-2347	406	7	200	200	NUM
easat-2347	406	8	300	300	NUM
easat-2347	406	9	jan	jan	PROPN
easat-2347	406	10	feb	feb	PROPN
easat-2347	406	11	mar	mar	PROPN
easat-2347	406	12	apr	apr	PROPN
easat-2347	406	13	may	may	AUX
easat-2347	406	14	jun	jun	PROPN
easat-2347	406	15	jul	jul	PROPN
easat-2347	406	16	aug	aug	PROPN
easat-2347	406	17	sep	sep	PROPN
easat-2347	406	18	oct	oct	PROPN
easat-2347	406	19	nov	nov	PROPN
easat-2347	406	20	dec	dec	PROPN
easat-2347	406	21	r	r	PROPN
easat-2347	406	22	a	a	PRON
easat-2347	406	23	in	in	ADP
easat-2347	406	24	fa	fa	INTJ
easat-2347	406	25	ll	ll	AUX
easat-2347	406	26	(	(	PUNCT
easat-2347	406	27	m	m	NOUN
easat-2347	406	28	m	m	ADJ
easat-2347	406	29	)	)	PUNCT
easat-2347	406	30	months	month	NOUN
easat-2347	406	31	george	george	PROPN
easat-2347	406	32	2022	2022	NUM
easat-2347	406	33	2023	2023	NUM
easat-2347	406	34	2024	2024	NUM
easat-2347	406	35	0	0	NUM
easat-2347	406	36	100	100	NUM
easat-2347	406	37	200	200	NUM
easat-2347	406	38	300	300	NUM
easat-2347	406	39	jan	jan	PROPN
easat-2347	406	40	feb	feb	PROPN
easat-2347	406	41	mar	mar	PROPN
easat-2347	406	42	apr	apr	PROPN
easat-2347	406	43	may	may	AUX
easat-2347	406	44	jun	jun	PROPN
easat-2347	406	45	jul	jul	PROPN
easat-2347	406	46	aug	aug	PROPN
easat-2347	406	47	sep	sep	PROPN
easat-2347	406	48	oct	oct	PROPN
easat-2347	406	49	nov	nov	PROPN
easat-2347	406	50	decr	decr	VERB
easat-2347	406	51	a	a	PRON
easat-2347	406	52	in	in	ADP
easat-2347	406	53	fa	fa	INTJ
easat-2347	406	54	ll	ll	AUX
easat-2347	406	55	(	(	PUNCT
easat-2347	406	56	m	m	NOUN
easat-2347	406	57	m	m	ADJ
easat-2347	406	58	)	)	PUNCT
easat-2347	406	59	months	month	NOUN
easat-2347	406	60	mthatha	mthatha	X
easat-2347	406	61	2022	2022	NUM
easat-2347	406	62	2023	2023	NUM
easat-2347	406	63	2024	2024	NUM
easat-2347	406	64	1825	1825	NUM
easat-2347	406	65	edelweiss	edelweiss	PROPN
easat-2347	406	66	applied	apply	VERB
easat-2347	406	67	science	science	NOUN
easat-2347	406	68	and	and	CCONJ
easat-2347	406	69	technology	technology	NOUN
easat-2347	406	70	issn	issn	PROPN
easat-2347	406	71	:	:	PUNCT
easat-2347	406	72	2576	2576	NUM
easat-2347	406	73	-	-	SYM
easat-2347	406	74	8484	8484	NUM
easat-2347	406	75	vol	vol	NOUN
easat-2347	406	76	.	.	PROPN
easat-2347	406	77	8	8	NUM
easat-2347	406	78	,	,	PUNCT
easat-2347	406	79	no	no	INTJ
easat-2347	406	80	.	.	NOUN
easat-2347	407	1	6	6	NUM
easat-2347	407	2	:	:	SYM
easat-2347	407	3	1805	1805	NUM
easat-2347	407	4	-	-	SYM
easat-2347	407	5	1827	1827	NUM
easat-2347	407	6	,	,	PUNCT
easat-2347	407	7	2024	2024	NUM
easat-2347	407	8	doi	doi	NOUN
easat-2347	407	9	:	:	PUNCT
easat-2347	407	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	407	11	©	©	PROPN
easat-2347	407	12	2024	2024	NUM
easat-2347	407	13	by	by	ADP
easat-2347	407	14	the	the	DET
easat-2347	407	15	authors	author	NOUN
easat-2347	407	16	;	;	PUNCT
easat-2347	407	17	licensee	licensee	PROPN
easat-2347	407	18	learning	learning	NOUN
easat-2347	407	19	gate	gate	NOUN
easat-2347	407	20	2022	2022	NUM
easat-2347	407	21	rainfall	rainfall	NOUN
easat-2347	407	22	from	from	ADP
easat-2347	407	23	october	october	PROPN
easat-2347	407	24	to	to	ADP
easat-2347	407	25	december	december	PROPN
easat-2347	407	26	can	can	AUX
easat-2347	407	27	also	also	ADV
easat-2347	407	28	be	be	AUX
easat-2347	407	29	seen	see	VERB
easat-2347	407	30	in	in	ADP
easat-2347	407	31	the	the	DET
easat-2347	407	32	predicted	predict	VERB
easat-2347	407	33	values	value	NOUN
easat-2347	407	34	for	for	ADP
easat-2347	407	35	2024	2024	NUM
easat-2347	407	36	,	,	PUNCT
easat-2347	407	37	while	while	SCONJ
easat-2347	407	38	in	in	ADP
easat-2347	407	39	2023	2023	NUM
easat-2347	407	40	,	,	PUNCT
easat-2347	407	41	there	there	PRON
easat-2347	407	42	was	be	VERB
easat-2347	407	43	a	a	DET
easat-2347	407	44	decrease	decrease	NOUN
easat-2347	407	45	in	in	ADP
easat-2347	407	46	these	these	DET
easat-2347	407	47	months	month	NOUN
easat-2347	407	48	.	.	PUNCT
easat-2347	408	1	figure	figure	NOUN
easat-2347	408	2	11	11	NUM
easat-2347	408	3	.	.	PUNCT
easat-2347	409	1	rainfall	rainfall	NOUN
easat-2347	409	2	prediction	prediction	NOUN
easat-2347	409	3	for	for	ADP
easat-2347	409	4	2024	2024	NUM
easat-2347	409	5	compared	compare	VERB
easat-2347	409	6	with	with	ADP
easat-2347	409	7	2023	2023	NUM
easat-2347	409	8	and	and	CCONJ
easat-2347	409	9	2023	2023	NUM
easat-2347	409	10	rainfall	rainfall	NOUN
easat-2347	409	11	under	under	ADP
easat-2347	409	12	the	the	DET
easat-2347	409	13	warm	warm	ADJ
easat-2347	409	14	and	and	CCONJ
easat-2347	409	15	dry	dry	ADJ
easat-2347	409	16	summer	summer	NOUN
easat-2347	409	17	(	(	PUNCT
easat-2347	409	18	bredasdorp	bredasdorp	PROPN
easat-2347	409	19	,	,	PUNCT
easat-2347	409	20	cape	cape	NOUN
easat-2347	409	21	town	town	NOUN
easat-2347	409	22	,	,	PUNCT
easat-2347	409	23	and	and	CCONJ
easat-2347	409	24	clanvilliam	clanvilliam	PROPN
easat-2347	409	25	)	)	PUNCT
easat-2347	409	26	.	.	PUNCT
easat-2347	410	1	in	in	ADP
easat-2347	410	2	clanvilliam	clanvilliam	PROPN
easat-2347	410	3	,	,	PUNCT
easat-2347	410	4	significant	significant	ADJ
easat-2347	410	5	rainfall	rainfall	NOUN
easat-2347	410	6	was	be	AUX
easat-2347	410	7	recorded	record	VERB
easat-2347	410	8	in	in	ADP
easat-2347	410	9	2022	2022	NUM
easat-2347	410	10	in	in	ADP
easat-2347	410	11	january	january	PROPN
easat-2347	410	12	,	,	PUNCT
easat-2347	410	13	february	february	PROPN
easat-2347	410	14	,	,	PUNCT
easat-2347	410	15	march	march	PROPN
easat-2347	410	16	,	,	PUNCT
easat-2347	410	17	june	june	PROPN
easat-2347	410	18	,	,	PUNCT
easat-2347	410	19	and	and	CCONJ
easat-2347	410	20	december	december	PROPN
easat-2347	410	21	.	.	PUNCT
easat-2347	411	1	despite	despite	SCONJ
easat-2347	411	2	it	it	PRON
easat-2347	411	3	being	be	AUX
easat-2347	411	4	a	a	DET
easat-2347	411	5	dry	dry	ADJ
easat-2347	411	6	summer	summer	NOUN
easat-2347	411	7	,	,	PUNCT
easat-2347	411	8	in	in	ADP
easat-2347	411	9	2023	2023	NUM
easat-2347	411	10	,	,	PUNCT
easat-2347	411	11	it	it	PRON
easat-2347	411	12	was	be	AUX
easat-2347	411	13	mostly	mostly	ADV
easat-2347	411	14	a	a	DET
easat-2347	411	15	dry	dry	ADJ
easat-2347	411	16	year	year	NOUN
easat-2347	411	17	,	,	PUNCT
easat-2347	411	18	with	with	ADP
easat-2347	411	19	monthly	monthly	ADJ
easat-2347	411	20	rainfall	rainfall	NOUN
easat-2347	411	21	below	below	ADP
easat-2347	411	22	20	20	NUM
easat-2347	411	23	mm	mm	NOUN
easat-2347	411	24	recorded	record	VERB
easat-2347	411	25	in	in	ADP
easat-2347	411	26	nine	nine	NUM
easat-2347	411	27	months	month	NOUN
easat-2347	411	28	(	(	PUNCT
easat-2347	411	29	january	january	PROPN
easat-2347	411	30	,	,	PUNCT
easat-2347	411	31	february	february	PROPN
easat-2347	411	32	,	,	PUNCT
easat-2347	411	33	may	may	AUX
easat-2347	411	34	,	,	PUNCT
easat-2347	411	35	july	july	PROPN
easat-2347	411	36	,	,	PUNCT
easat-2347	411	37	august	august	PROPN
easat-2347	411	38	,	,	PUNCT
easat-2347	411	39	september	september	PROPN
easat-2347	411	40	,	,	PUNCT
easat-2347	411	41	october	october	PROPN
easat-2347	411	42	,	,	PUNCT
easat-2347	411	43	november	november	PROPN
easat-2347	411	44	,	,	PUNCT
easat-2347	411	45	and	and	CCONJ
easat-2347	411	46	december	december	PROPN
easat-2347	411	47	)	)	PUNCT
easat-2347	411	48	.	.	PUNCT
easat-2347	412	1	in	in	ADP
easat-2347	412	2	2022	2022	NUM
easat-2347	412	3	,	,	PUNCT
easat-2347	412	4	seven	seven	NUM
easat-2347	412	5	months	month	NOUN
easat-2347	412	6	of	of	ADP
easat-2347	412	7	rainfall	rainfall	NOUN
easat-2347	412	8	were	be	AUX
easat-2347	412	9	recorded	record	VERB
easat-2347	412	10	below	below	ADP
easat-2347	412	11	20	20	NUM
easat-2347	412	12	mm	mm	NOUN
easat-2347	412	13	(	(	PUNCT
easat-2347	412	14	april	april	PROPN
easat-2347	412	15	,	,	PUNCT
easat-2347	412	16	may	may	AUX
easat-2347	412	17	,	,	PUNCT
easat-2347	412	18	july	july	PROPN
easat-2347	412	19	,	,	PUNCT
easat-2347	412	20	august	august	PROPN
easat-2347	412	21	,	,	PUNCT
easat-2347	412	22	september	september	PROPN
easat-2347	412	23	,	,	PUNCT
easat-2347	412	24	october	october	PROPN
easat-2347	412	25	,	,	PUNCT
easat-2347	412	26	and	and	CCONJ
easat-2347	412	27	november	november	PROPN
easat-2347	412	28	)	)	PUNCT
easat-2347	412	29	.	.	PUNCT
easat-2347	413	1	in	in	ADP
easat-2347	413	2	the	the	DET
easat-2347	413	3	predicted	predict	VERB
easat-2347	413	4	rainfall	rainfall	NOUN
easat-2347	413	5	estimates	estimate	NOUN
easat-2347	413	6	for	for	ADP
easat-2347	413	7	2024	2024	NUM
easat-2347	413	8	,	,	PUNCT
easat-2347	413	9	only	only	ADV
easat-2347	413	10	four	four	NUM
easat-2347	413	11	months	month	NOUN
easat-2347	413	12	(	(	PUNCT
easat-2347	413	13	may	may	PROPN
easat-2347	413	14	,	,	PUNCT
easat-2347	413	15	june	june	PROPN
easat-2347	413	16	,	,	PUNCT
easat-2347	413	17	july	july	PROPN
easat-2347	413	18	,	,	PUNCT
easat-2347	413	19	and	and	CCONJ
easat-2347	413	20	august	august	PROPN
easat-2347	413	21	)	)	PUNCT
easat-2347	413	22	are	be	AUX
easat-2347	413	23	expected	expect	VERB
easat-2347	413	24	to	to	PART
easat-2347	413	25	have	have	VERB
easat-2347	413	26	rainfall	rainfall	NOUN
easat-2347	413	27	values	value	NOUN
easat-2347	413	28	below	below	ADP
easat-2347	413	29	40	40	NUM
easat-2347	413	30	mm	mm	NOUN
easat-2347	413	31	.	.	PUNCT
easat-2347	414	1	in	in	ADP
easat-2347	414	2	2023	2023	NUM
easat-2347	414	3	,	,	PUNCT
easat-2347	414	4	only	only	ADV
easat-2347	414	5	0	0	NUM
easat-2347	414	6	200	200	NUM
easat-2347	414	7	400	400	NUM
easat-2347	414	8	jan	jan	PROPN
easat-2347	414	9	feb	feb	PROPN
easat-2347	414	10	mar	mar	PROPN
easat-2347	414	11	apr	apr	PROPN
easat-2347	414	12	may	may	AUX
easat-2347	414	13	jun	jun	PROPN
easat-2347	414	14	jul	jul	PROPN
easat-2347	414	15	aug	aug	PROPN
easat-2347	414	16	sep	sep	PROPN
easat-2347	414	17	oct	oct	PROPN
easat-2347	414	18	nov	nov	PROPN
easat-2347	414	19	decr	decr	VERB
easat-2347	414	20	a	a	PRON
easat-2347	414	21	in	in	ADP
easat-2347	414	22	fa	fa	INTJ
easat-2347	414	23	ll	ll	AUX
easat-2347	414	24	(	(	PUNCT
easat-2347	414	25	m	m	NOUN
easat-2347	414	26	m	m	ADJ
easat-2347	414	27	)	)	PUNCT
easat-2347	414	28	months	month	NOUN
easat-2347	414	29	bredasdorp	bredasdorp	PROPN
easat-2347	414	30	2022	2022	NUM
easat-2347	414	31	2023	2023	NUM
easat-2347	414	32	2024	2024	NUM
easat-2347	414	33	0	0	NUM
easat-2347	414	34	100	100	NUM
easat-2347	414	35	200	200	NUM
easat-2347	414	36	jan	jan	PROPN
easat-2347	414	37	feb	feb	PROPN
easat-2347	414	38	mar	mar	PROPN
easat-2347	414	39	apr	apr	PROPN
easat-2347	414	40	may	may	AUX
easat-2347	414	41	jun	jun	PROPN
easat-2347	414	42	jul	jul	PROPN
easat-2347	414	43	aug	aug	PROPN
easat-2347	414	44	sep	sep	PROPN
easat-2347	414	45	oct	oct	PROPN
easat-2347	414	46	nov	nov	PROPN
easat-2347	414	47	dec	dec	PROPN
easat-2347	414	48	r	r	PROPN
easat-2347	414	49	a	a	PRON
easat-2347	414	50	in	in	ADP
easat-2347	414	51	fa	fa	INTJ
easat-2347	414	52	ll	ll	AUX
easat-2347	414	53	(	(	PUNCT
easat-2347	414	54	m	m	NOUN
easat-2347	414	55	m	m	ADJ
easat-2347	414	56	)	)	PUNCT
easat-2347	414	57	months	month	NOUN
easat-2347	414	58	cape	cape	NOUN
easat-2347	414	59	town	town	NOUN
easat-2347	414	60	2022	2022	NUM
easat-2347	414	61	2023	2023	NUM
easat-2347	414	62	2024	2024	NUM
easat-2347	414	63	0	0	NUM
easat-2347	414	64	50	50	NUM
easat-2347	414	65	100	100	NUM
easat-2347	414	66	150	150	NUM
easat-2347	414	67	jan	jan	PROPN
easat-2347	414	68	feb	feb	PROPN
easat-2347	414	69	mar	mar	PROPN
easat-2347	414	70	apr	apr	PROPN
easat-2347	415	1	may	may	AUX
easat-2347	415	2	jun	jun	PROPN
easat-2347	415	3	jul	jul	PROPN
easat-2347	415	4	aug	aug	PROPN
easat-2347	415	5	sep	sep	PROPN
easat-2347	415	6	oct	oct	PROPN
easat-2347	415	7	nov	nov	PROPN
easat-2347	415	8	dec	dec	PROPN
easat-2347	415	9	r	r	PROPN
easat-2347	415	10	a	a	PRON
easat-2347	415	11	in	in	ADP
easat-2347	415	12	fa	fa	INTJ
easat-2347	415	13	ll	ll	AUX
easat-2347	415	14	(	(	PUNCT
easat-2347	415	15	m	m	NOUN
easat-2347	415	16	m	m	ADJ
easat-2347	415	17	)	)	PUNCT
easat-2347	415	18	months	month	NOUN
easat-2347	415	19	clanvilliam	clanvilliam	PROPN
easat-2347	415	20	2022	2022	NUM
easat-2347	415	21	2023	2023	NUM
easat-2347	415	22	2024	2024	NUM
easat-2347	415	23	1826	1826	NUM
easat-2347	415	24	edelweiss	edelweiss	PROPN
easat-2347	415	25	applied	apply	VERB
easat-2347	415	26	science	science	NOUN
easat-2347	415	27	and	and	CCONJ
easat-2347	415	28	technology	technology	NOUN
easat-2347	415	29	issn	issn	PROPN
easat-2347	415	30	:	:	PUNCT
easat-2347	415	31	2576	2576	NUM
easat-2347	415	32	-	-	SYM
easat-2347	415	33	8484	8484	NUM
easat-2347	415	34	vol	vol	NOUN
easat-2347	415	35	.	.	PROPN
easat-2347	415	36	8	8	NUM
easat-2347	415	37	,	,	PUNCT
easat-2347	415	38	no	no	INTJ
easat-2347	415	39	.	.	NOUN
easat-2347	416	1	6	6	NUM
easat-2347	416	2	:	:	SYM
easat-2347	416	3	1805	1805	NUM
easat-2347	416	4	-	-	SYM
easat-2347	416	5	1827	1827	NUM
easat-2347	416	6	,	,	PUNCT
easat-2347	416	7	2024	2024	NUM
easat-2347	416	8	doi	doi	NOUN
easat-2347	416	9	:	:	PUNCT
easat-2347	416	10	10.55214/25768484.v8i6.2347	10.55214/25768484.v8i6.2347	ADJ
easat-2347	416	11	©	©	PROPN
easat-2347	416	12	2024	2024	NUM
easat-2347	416	13	by	by	ADP
easat-2347	416	14	the	the	DET
easat-2347	416	15	authors	author	NOUN
easat-2347	416	16	;	;	PUNCT
easat-2347	416	17	licensee	licensee	PROPN
easat-2347	416	18	learning	learning	NOUN
easat-2347	416	19	gate	gate	PROPN
easat-2347	416	20	april	april	PROPN
easat-2347	416	21	had	have	VERB
easat-2347	416	22	monthly	monthly	ADJ
easat-2347	416	23	rainfall	rainfall	NOUN
easat-2347	416	24	of	of	ADP
easat-2347	416	25	over	over	ADP
easat-2347	416	26	40	40	NUM
easat-2347	416	27	mm	mm	NOUN
easat-2347	416	28	recorded	record	VERB
easat-2347	416	29	,	,	PUNCT
easat-2347	416	30	but	but	CCONJ
easat-2347	416	31	in	in	ADP
easat-2347	416	32	2022	2022	NUM
easat-2347	416	33	,	,	PUNCT
easat-2347	416	34	there	there	PRON
easat-2347	416	35	was	be	VERB
easat-2347	416	36	rainfall	rainfall	NOUN
easat-2347	416	37	of	of	ADP
easat-2347	416	38	about	about	ADV
easat-2347	416	39	130	130	NUM
easat-2347	416	40	mm	mm	NOUN
easat-2347	416	41	recorded	record	VERB
easat-2347	416	42	in	in	ADP
easat-2347	416	43	march	march	PROPN
easat-2347	416	44	and	and	CCONJ
easat-2347	416	45	june	june	PROPN
easat-2347	416	46	.	.	PUNCT
easat-2347	417	1	the	the	DET
easat-2347	417	2	predicted	predict	VERB
easat-2347	417	3	values	value	NOUN
easat-2347	417	4	of	of	ADP
easat-2347	417	5	2024	2024	NUM
easat-2347	417	6	show	show	NOUN
easat-2347	417	7	that	that	SCONJ
easat-2347	417	8	rainfall	rainfall	NOUN
easat-2347	417	9	of	of	ADP
easat-2347	417	10	over	over	ADP
easat-2347	417	11	90	90	NUM
easat-2347	417	12	mm	mm	NOUN
easat-2347	417	13	is	be	AUX
easat-2347	417	14	expected	expect	VERB
easat-2347	417	15	in	in	ADP
easat-2347	417	16	five	five	NUM
easat-2347	417	17	months	month	NOUN
easat-2347	417	18	(	(	PUNCT
easat-2347	417	19	january	january	PROPN
easat-2347	417	20	,	,	PUNCT
easat-2347	417	21	february	february	PROPN
easat-2347	417	22	,	,	PUNCT
easat-2347	417	23	march	march	PROPN
easat-2347	417	24	,	,	PUNCT
easat-2347	417	25	april	april	PROPN
easat-2347	417	26	,	,	PUNCT
easat-2347	417	27	and	and	CCONJ
easat-2347	417	28	december	december	PROPN
easat-2347	417	29	)	)	PUNCT
easat-2347	417	30	.	.	PUNCT
easat-2347	418	1	5	5	X
easat-2347	418	2	.	.	X
easat-2347	418	3	conclusion	conclusion	NOUN
easat-2347	418	4	this	this	DET
easat-2347	418	5	research	research	NOUN
easat-2347	418	6	provides	provide	VERB
easat-2347	418	7	insight	insight	NOUN
easat-2347	418	8	into	into	ADP
easat-2347	418	9	the	the	DET
easat-2347	418	10	amount	amount	NOUN
easat-2347	418	11	of	of	ADP
easat-2347	418	12	rainfall	rainfall	NOUN
easat-2347	418	13	expected	expect	VERB
easat-2347	418	14	in	in	ADP
easat-2347	418	15	south	south	PROPN
easat-2347	418	16	africa	africa	PROPN
easat-2347	418	17	in	in	ADP
easat-2347	418	18	2024	2024	NUM
easat-2347	418	19	.	.	PUNCT
easat-2347	419	1	random	random	ADJ
easat-2347	419	2	forest	forest	NOUN
easat-2347	419	3	was	be	AUX
easat-2347	419	4	used	use	VERB
easat-2347	419	5	for	for	ADP
easat-2347	419	6	this	this	DET
easat-2347	419	7	study	study	NOUN
easat-2347	419	8	to	to	PART
easat-2347	419	9	predict	predict	VERB
easat-2347	419	10	2024	2024	NUM
easat-2347	419	11	monthly	monthly	ADJ
easat-2347	419	12	rainfall	rainfall	NOUN
easat-2347	419	13	for	for	ADP
easat-2347	419	14	different	different	ADJ
easat-2347	419	15	cities	city	NOUN
easat-2347	419	16	in	in	ADP
easat-2347	419	17	nine	nine	NUM
easat-2347	419	18	climatic	climatic	ADJ
easat-2347	419	19	zones	zone	NOUN
easat-2347	419	20	.	.	PUNCT
easat-2347	420	1	based	base	VERB
easat-2347	420	2	on	on	ADP
easat-2347	420	3	the	the	DET
easat-2347	420	4	koppen	koppen	PROPN
easat-2347	420	5	-	-	PUNCT
easat-2347	420	6	geiger	geiger	NOUN
easat-2347	420	7	climate	climate	NOUN
easat-2347	420	8	classification	classification	NOUN
easat-2347	420	9	system	system	NOUN
easat-2347	420	10	,	,	PUNCT
easat-2347	420	11	south	south	PROPN
easat-2347	420	12	africa	africa	PROPN
easat-2347	420	13	was	be	AUX
easat-2347	420	14	divided	divide	VERB
easat-2347	420	15	into	into	ADP
easat-2347	420	16	three	three	NUM
easat-2347	420	17	groups	group	NOUN
easat-2347	420	18	and	and	CCONJ
easat-2347	420	19	further	far	ADV
easat-2347	420	20	subdivided	subdivide	VERB
easat-2347	420	21	.	.	PUNCT
easat-2347	421	1	the	the	DET
easat-2347	421	2	broad	broad	ADJ
easat-2347	421	3	three	three	NUM
easat-2347	421	4	climatic	climatic	ADJ
easat-2347	421	5	zones	zone	NOUN
easat-2347	421	6	are	be	AUX
easat-2347	421	7	the	the	DET
easat-2347	421	8	arid	arid	NOUN
easat-2347	421	9	,	,	PUNCT
easat-2347	421	10	subtropical	subtropical	ADJ
easat-2347	421	11	wet	wet	NOUN
easat-2347	421	12	,	,	PUNCT
easat-2347	421	13	and	and	CCONJ
easat-2347	421	14	subtropical	subtropical	ADJ
easat-2347	421	15	dry	dry	ADJ
easat-2347	421	16	climate	climate	NOUN
easat-2347	421	17	classification	classification	NOUN
easat-2347	421	18	.	.	PUNCT
easat-2347	422	1	the	the	DET
easat-2347	422	2	arid	arid	NOUN
easat-2347	422	3	climate	climate	NOUN
easat-2347	422	4	classification	classification	NOUN
easat-2347	422	5	was	be	AUX
easat-2347	422	6	further	far	ADV
easat-2347	422	7	divided	divide	VERB
easat-2347	422	8	into	into	ADP
easat-2347	422	9	four	four	NUM
easat-2347	422	10	:	:	PUNCT
easat-2347	422	11	the	the	DET
easat-2347	422	12	cold	cold	ADJ
easat-2347	422	13	and	and	CCONJ
easat-2347	422	14	semi	semi	ADJ
easat-2347	422	15	-	-	ADJ
easat-2347	422	16	arid	arid	ADJ
easat-2347	422	17	steppe	steppe	NOUN
easat-2347	422	18	,	,	PUNCT
easat-2347	422	19	cold	cold	ADJ
easat-2347	422	20	arid	arid	NOUN
easat-2347	422	21	desert	desert	PROPN
easat-2347	422	22	,	,	PUNCT
easat-2347	422	23	hot	hot	ADJ
easat-2347	422	24	and	and	CCONJ
easat-2347	422	25	semi	semi	ADJ
easat-2347	422	26	-	-	ADJ
easat-2347	422	27	arid	arid	ADJ
easat-2347	422	28	steppe	steppe	NOUN
easat-2347	422	29	,	,	PUNCT
easat-2347	422	30	and	and	CCONJ
easat-2347	422	31	the	the	DET
easat-2347	422	32	hot	hot	ADJ
easat-2347	422	33	arid	arid	NOUN
easat-2347	422	34	desert	desert	NOUN
easat-2347	422	35	.	.	PUNCT
easat-2347	423	1	the	the	DET
easat-2347	423	2	subtropical	subtropical	ADJ
easat-2347	423	3	wet	wet	ADJ
easat-2347	423	4	climate	climate	NOUN
easat-2347	423	5	classification	classification	NOUN
easat-2347	423	6	was	be	AUX
easat-2347	423	7	divided	divide	VERB
easat-2347	423	8	into	into	ADP
easat-2347	423	9	humid	humid	NOUN
easat-2347	423	10	subtropical	subtropical	ADJ
easat-2347	423	11	with	with	ADP
easat-2347	423	12	dry	dry	ADJ
easat-2347	423	13	winter	winter	NOUN
easat-2347	423	14	and	and	CCONJ
easat-2347	423	15	subtropical	subtropical	ADJ
easat-2347	423	16	highland	highland	PROPN
easat-2347	423	17	with	with	ADP
easat-2347	423	18	dry	dry	ADJ
easat-2347	423	19	winter	winter	NOUN
easat-2347	423	20	,	,	PUNCT
easat-2347	423	21	while	while	SCONJ
easat-2347	423	22	the	the	DET
easat-2347	423	23	subtropical	subtropical	ADJ
easat-2347	423	24	dry	dry	ADJ
easat-2347	423	25	climate	climate	NOUN
easat-2347	423	26	classification	classification	NOUN
easat-2347	423	27	was	be	AUX
easat-2347	423	28	divided	divide	VERB
easat-2347	423	29	into	into	ADP
easat-2347	423	30	three	three	NUM
easat-2347	423	31	:	:	PUNCT
easat-2347	423	32	humid	humid	VERB
easat-2347	423	33	subtropical	subtropical	ADJ
easat-2347	423	34	without	without	ADP
easat-2347	423	35	dry	dry	ADJ
easat-2347	423	36	season	season	NOUN
easat-2347	423	37	,	,	PUNCT
easat-2347	423	38	temperate	temperate	ADJ
easat-2347	423	39	oceanic	oceanic	NOUN
easat-2347	423	40	without	without	ADP
easat-2347	423	41	dry	dry	ADJ
easat-2347	423	42	season	season	NOUN
easat-2347	423	43	,	,	PUNCT
easat-2347	423	44	and	and	CCONJ
easat-2347	423	45	warm	warm	ADJ
easat-2347	423	46	and	and	CCONJ
easat-2347	423	47	dry	dry	ADJ
easat-2347	423	48	summer	summer	NOUN
easat-2347	423	49	.	.	PUNCT
easat-2347	424	1	three	three	NUM
easat-2347	424	2	locations	location	NOUN
easat-2347	424	3	were	be	AUX
easat-2347	424	4	selected	select	VERB
easat-2347	424	5	in	in	ADP
easat-2347	424	6	each	each	DET
easat-2347	424	7	category	category	NOUN
easat-2347	424	8	,	,	PUNCT
easat-2347	424	9	and	and	CCONJ
easat-2347	424	10	random	random	ADJ
easat-2347	424	11	forest	forest	NOUN
easat-2347	424	12	is	be	AUX
easat-2347	424	13	used	use	VERB
easat-2347	424	14	for	for	ADP
easat-2347	424	15	2024	2024	NUM
easat-2347	424	16	rainfall	rainfall	NOUN
easat-2347	424	17	prediction	prediction	NOUN
easat-2347	424	18	.	.	PUNCT
easat-2347	425	1	the	the	DET
easat-2347	425	2	results	result	NOUN
easat-2347	425	3	were	be	AUX
easat-2347	425	4	then	then	ADV
easat-2347	425	5	compared	compare	VERB
easat-2347	425	6	with	with	ADP
easat-2347	425	7	2022	2022	NUM
easat-2347	425	8	and	and	CCONJ
easat-2347	425	9	2023	2023	NUM
easat-2347	425	10	rainfall	rainfall	NOUN
easat-2347	425	11	in	in	ADP
easat-2347	425	12	those	those	DET
easat-2347	425	13	locations	location	NOUN
easat-2347	425	14	.	.	PUNCT
easat-2347	426	1	in	in	ADP
easat-2347	426	2	some	some	DET
easat-2347	426	3	locations	location	NOUN
easat-2347	426	4	,	,	PUNCT
easat-2347	426	5	more	more	ADJ
easat-2347	426	6	rainfall	rainfall	NOUN
easat-2347	426	7	is	be	AUX
easat-2347	426	8	expected	expect	VERB
easat-2347	426	9	in	in	ADP
easat-2347	426	10	2024	2024	NUM
easat-2347	426	11	compared	compare	VERB
easat-2347	426	12	to	to	ADP
easat-2347	426	13	previous	previous	ADJ
easat-2347	426	14	years	year	NOUN
easat-2347	426	15	,	,	PUNCT
easat-2347	426	16	while	while	SCONJ
easat-2347	426	17	in	in	ADP
easat-2347	426	18	some	some	DET
easat-2347	426	19	locations	location	NOUN
easat-2347	426	20	,	,	PUNCT
easat-2347	426	21	less	less	ADJ
easat-2347	426	22	rainfall	rainfall	NOUN
easat-2347	426	23	was	be	AUX
easat-2347	426	24	predicted	predict	VERB
easat-2347	426	25	.	.	PUNCT
easat-2347	427	1	where	where	SCONJ
easat-2347	427	2	there	there	PRON
easat-2347	427	3	would	would	AUX
easat-2347	427	4	be	be	AUX
easat-2347	427	5	more	more	ADJ
easat-2347	427	6	rainfall	rainfall	NOUN
easat-2347	427	7	,	,	PUNCT
easat-2347	427	8	it	it	PRON
easat-2347	427	9	is	be	AUX
easat-2347	427	10	good	good	ADJ
easat-2347	427	11	news	news	NOUN
easat-2347	427	12	for	for	ADP
easat-2347	427	13	farmers	farmer	NOUN
easat-2347	427	14	.	.	PUNCT
easat-2347	428	1	in	in	ADP
easat-2347	428	2	comparison	comparison	NOUN
easat-2347	428	3	,	,	PUNCT
easat-2347	428	4	in	in	ADP
easat-2347	428	5	regions	region	NOUN
easat-2347	428	6	where	where	SCONJ
easat-2347	428	7	lower	low	ADJ
easat-2347	428	8	rainfall	rainfall	NOUN
easat-2347	428	9	is	be	AUX
easat-2347	428	10	expected	expect	VERB
easat-2347	428	11	,	,	PUNCT
easat-2347	428	12	farmers	farmer	NOUN
easat-2347	428	13	need	need	VERB
easat-2347	428	14	to	to	PART
easat-2347	428	15	look	look	VERB
easat-2347	428	16	for	for	ADP
easat-2347	428	17	alternative	alternative	ADJ
easat-2347	428	18	ways	way	NOUN
easat-2347	428	19	to	to	PART
easat-2347	428	20	combat	combat	VERB
easat-2347	428	21	the	the	DET
easat-2347	428	22	foreseeable	foreseeable	ADJ
easat-2347	428	23	challenges	challenge	NOUN
easat-2347	428	24	with	with	ADP
easat-2347	428	25	low	low	ADJ
easat-2347	428	26	rainfall	rainfall	NOUN
easat-2347	428	27	.	.	PUNCT
easat-2347	429	1	funding	funding	NOUN
easat-2347	429	2	:	:	PUNCT
easat-2347	429	3	this	this	DET
easat-2347	429	4	work	work	NOUN
easat-2347	429	5	is	be	AUX
easat-2347	429	6	funded	fund	VERB
easat-2347	429	7	by	by	ADP
easat-2347	429	8	the	the	DET
easat-2347	429	9	dsci	dsci	PROPN
easat-2347	429	10	-	-	PUNCT
easat-2347	429	11	nicis	nicis	NOUN
easat-2347	429	12	national	national	ADJ
easat-2347	429	13	e	e	NOUN
easat-2347	429	14	-	-	ADJ
easat-2347	429	15	science	science	ADJ
easat-2347	429	16	postgraduate	postgraduate	NOUN
easat-2347	429	17	teaching	teaching	NOUN
easat-2347	429	18	and	and	CCONJ
easat-2347	429	19	training	training	NOUN
easat-2347	429	20	platform	platform	NOUN
easat-2347	429	21	(	(	PUNCT
easat-2347	429	22	nepttp	nepttp	ADJ
easat-2347	429	23	)	)	PUNCT
easat-2347	429	24	availability	availability	NOUN
easat-2347	429	25	of	of	ADP
easat-2347	429	26	data	datum	NOUN
easat-2347	429	27	and	and	CCONJ
easat-2347	429	28	materials	material	NOUN
easat-2347	429	29	:	:	PUNCT
easat-2347	429	30	the	the	DET
easat-2347	429	31	datasets	dataset	NOUN
easat-2347	429	32	used	use	VERB
easat-2347	429	33	for	for	ADP
easat-2347	429	34	this	this	DET
easat-2347	429	35	work	work	NOUN
easat-2347	429	36	are	be	AUX
easat-2347	429	37	available	available	ADJ
easat-2347	429	38	on	on	ADP
easat-2347	429	39	request	request	NOUN
easat-2347	429	40	from	from	ADP
easat-2347	429	41	the	the	DET
easat-2347	429	42	south	south	ADJ
easat-2347	429	43	african	african	ADJ
easat-2347	429	44	weather	weather	NOUN
easat-2347	429	45	service	service	NOUN
easat-2347	429	46	and	and	CCONJ
easat-2347	429	47	giovanni	giovanni	PROPN
easat-2347	429	48	site	site	NOUN
easat-2347	429	49	accessible	accessible	ADJ
easat-2347	429	50	via	via	ADP
easat-2347	429	51	https://giovanni.gsfc.nasa.gov/giovanni/	https://giovanni.gsfc.nasa.gov/giovanni/	PROPN
easat-2347	429	52	acknowledgments	acknowledgment	NOUN
easat-2347	429	53	:	:	PUNCT
easat-2347	429	54	the	the	DET
easat-2347	429	55	authors	author	NOUN
easat-2347	429	56	gladly	gladly	ADV
easat-2347	429	57	recognize	recognize	VERB
easat-2347	429	58	the	the	DET
easat-2347	429	59	infrastructure	infrastructure	NOUN
easat-2347	429	60	support	support	NOUN
easat-2347	429	61	offered	offer	VERB
easat-2347	429	62	by	by	ADP
easat-2347	429	63	sol	sol	PROPN
easat-2347	429	64	plaatje	plaatje	PROPN
easat-2347	429	65	university	university	PROPN
easat-2347	429	66	for	for	ADP
easat-2347	429	67	this	this	DET
easat-2347	429	68	study	study	NOUN
easat-2347	429	69	.	.	PUNCT
easat-2347	430	1	copyright	copyright	NOUN
easat-2347	430	2	:	:	PUNCT
easat-2347	430	3	©	©	PROPN
easat-2347	430	4	2024	2024	NUM
easat-2347	430	5	by	by	ADP
easat-2347	430	6	the	the	DET
easat-2347	430	7	authors	author	NOUN
easat-2347	430	8	.	.	PUNCT
easat-2347	431	1	this	this	DET
easat-2347	431	2	article	article	NOUN
easat-2347	431	3	is	be	AUX
easat-2347	431	4	an	an	DET
easat-2347	431	5	open	open	ADJ
easat-2347	431	6	access	access	NOUN
easat-2347	431	7	article	article	NOUN
easat-2347	431	8	distributed	distribute	VERB
easat-2347	431	9	under	under	ADP
easat-2347	431	10	the	the	DET
easat-2347	431	11	terms	term	NOUN
easat-2347	431	12	and	and	CCONJ
easat-2347	431	13	conditions	condition	NOUN
easat-2347	431	14	of	of	ADP
easat-2347	431	15	the	the	DET
easat-2347	431	16	creative	creative	ADJ
easat-2347	431	17	commons	common	NOUN
easat-2347	431	18	attribution	attribution	NOUN
easat-2347	431	19	(	(	PUNCT
easat-2347	431	20	cc	cc	NOUN
easat-2347	431	21	by	by	ADP
easat-2347	431	22	)	)	PUNCT
easat-2347	431	23	license	license	NOUN
easat-2347	431	24	(	(	PUNCT
easat-2347	431	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2347	431	26	)	)	PUNCT
easat-2347	431	27	.	.	PUNCT
easat-2347	432	1	references	reference	NOUN
easat-2347	432	2	[	[	X
easat-2347	432	3	1	1	NUM
easat-2347	432	4	]	]	X
easat-2347	432	5	ali	ali	PROPN
easat-2347	432	6	,	,	PUNCT
easat-2347	432	7	m.	m.	NOUN
easat-2347	432	8	,	,	PUNCT
easat-2347	432	9	prasad	prasad	PROPN
easat-2347	432	10	,	,	PUNCT
easat-2347	432	11	r.	r.	PROPN
easat-2347	432	12	,	,	PUNCT
easat-2347	432	13	xiang	xiang	PROPN
easat-2347	432	14	,	,	PUNCT
easat-2347	432	15	y.	y.	PROPN
easat-2347	432	16	and	and	CCONJ
easat-2347	432	17	yaseen	yaseen	PROPN
easat-2347	432	18	,	,	PUNCT
easat-2347	432	19	z.m	z.m	PROPN
easat-2347	432	20	.	.	PROPN
easat-2347	432	21	,	,	PUNCT
easat-2347	432	22	2020	2020	NUM
easat-2347	432	23	.	.	PUNCT
easat-2347	433	1	complete	complete	ADJ
easat-2347	433	2	ensemble	ensemble	ADJ
easat-2347	433	3	empirical	empirical	ADJ
easat-2347	433	4	mode	mode	NOUN
easat-2347	433	5	decomposition	decomposition	NOUN
easat-2347	433	6	hybridized	hybridize	VERB
easat-2347	433	7	with	with	ADP
easat-2347	433	8	random	random	ADJ
easat-2347	433	9	forest	forest	NOUN
easat-2347	433	10	and	and	CCONJ
easat-2347	433	11	kernel	kernel	PROPN
easat-2347	433	12	ridge	ridge	PROPN
easat-2347	433	13	regression	regression	PROPN
easat-2347	433	14	model	model	NOUN
easat-2347	433	15	for	for	ADP
easat-2347	433	16	monthly	monthly	ADJ
easat-2347	433	17	rainfall	rainfall	NOUN
easat-2347	433	18	forecasts	forecast	NOUN
easat-2347	433	19	.	.	PUNCT
easat-2347	434	1	journal	journal	PROPN
easat-2347	434	2	of	of	ADP
easat-2347	434	3	hydrology	hydrology	NOUN
easat-2347	434	4	,	,	PUNCT
easat-2347	434	5	584	584	NUM
easat-2347	434	6	,	,	PUNCT
easat-2347	434	7	p.124647	p.124647	X
easat-2347	434	8	.	.	PUNCT
easat-2347	435	1	[	[	X
easat-2347	435	2	2	2	NUM
easat-2347	435	3	]	]	PUNCT
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easat-2347	435	5	,	,	PUNCT
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easat-2347	435	21	,	,	PUNCT
easat-2347	435	22	2021	2021	NUM
easat-2347	435	23	.	.	PUNCT
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easat-2347	436	11	.	.	PUNCT
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easat-2347	437	5	)	)	PUNCT
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easat-2347	437	8	.	.	PUNCT
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easat-2347	438	2	3	3	NUM
easat-2347	438	3	]	]	X
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easat-2347	438	5	-	-	PUNCT
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easat-2347	438	7	,	,	PUNCT
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easat-2347	438	10	,	,	PUNCT
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easat-2347	438	17	,	,	PUNCT
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easat-2347	439	14	.	.	PUNCT
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easat-2347	440	5	,	,	PUNCT
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easat-2347	440	7	.	.	PUNCT
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easat-2347	441	2	4	4	NUM
easat-2347	441	3	]	]	X
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easat-2347	441	5	,	,	PUNCT
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easat-2347	441	7	,	,	PUNCT
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easat-2347	441	9	,	,	PUNCT
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easat-2347	441	11	,	,	PUNCT
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easat-2347	441	13	,	,	PUNCT
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easat-2347	441	15	,	,	PUNCT
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easat-2347	441	28	2021	2021	NUM
easat-2347	441	29	.	.	PUNCT
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easat-2347	442	12	/	/	SYM
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easat-2347	444	2	5	5	NUM
easat-2347	444	3	]	]	PUNCT
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easat-2347	444	5	,	,	PUNCT
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easat-2347	444	19	,	,	PUNCT
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easat-2347	444	31	.	.	PUNCT
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easat-2347	445	2	computing	computing	NOUN
easat-2347	445	3	and	and	CCONJ
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easat-2347	445	5	,	,	PUNCT
easat-2347	445	6	33(7	33(7	NUM
easat-2347	445	7	)	)	PUNCT
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easat-2347	445	10	-	-	PUNCT
easat-2347	445	11	2620	2620	NUM
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easat-2347	446	2	6	6	NUM
easat-2347	446	3	]	]	SYM
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easat-2347	446	5	,	,	PUNCT
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easat-2347	446	14	-	-	PUNCT
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easat-2347	446	16	,	,	PUNCT
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easat-2347	446	20	,	,	PUNCT
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easat-2347	446	22	,	,	PUNCT
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easat-2347	446	28	,	,	PUNCT
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easat-2347	447	7	-	-	PUNCT
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easat-2347	447	10	,	,	PUNCT
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easat-2347	448	5	)	)	PUNCT
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easat-2347	448	8	.	.	PUNCT
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easat-2347	449	11	-	-	SYM
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easat-2347	450	2	:	:	SYM
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easat-2347	450	4	-	-	SYM
easat-2347	450	5	1827	1827	NUM
easat-2347	450	6	,	,	PUNCT
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easat-2347	450	9	:	:	PUNCT
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easat-2347	451	2	7	7	NUM
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easat-2347	451	8	,	,	PUNCT
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easat-2347	451	13	,	,	PUNCT
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easat-2347	454	2	8	8	NUM
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easat-2347	454	17	.	.	PUNCT
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easat-2347	455	10	.	.	PUNCT
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easat-2347	456	8	,	,	PUNCT
easat-2347	456	9	12(2	12(2	NUM
easat-2347	456	10	)	)	PUNCT
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easat-2347	456	13	.	.	PUNCT
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easat-2347	457	2	9	9	NUM
easat-2347	457	3	]	]	SYM
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easat-2347	458	2	of	of	ADP
easat-2347	458	3	a	a	DET
easat-2347	458	4	low	low	ADJ
easat-2347	458	5	-	-	PUNCT
easat-2347	458	6	cost	cost	NOUN
easat-2347	458	7	portable	portable	ADJ
easat-2347	458	8	cluster	cluster	NOUN
easat-2347	458	9	for	for	ADP
easat-2347	458	10	numerical	numerical	ADJ
easat-2347	458	11	weather	weather	PROPN
easat-2347	458	12	prediction	prediction	NOUN
easat-2347	458	13	.	.	PUNCT
easat-2347	459	1	electronics	electronic	NOUN
easat-2347	459	2	,	,	PUNCT
easat-2347	459	3	11(17	11(17	NUM
easat-2347	459	4	)	)	PUNCT
easat-2347	459	5	,	,	PUNCT
easat-2347	459	6	p.2769	p.2769	NOUN
easat-2347	459	7	.	.	PUNCT
easat-2347	460	1	[	[	X
easat-2347	460	2	10	10	NUM
easat-2347	460	3	]	]	X
easat-2347	460	4	cramer	cramer	PROPN
easat-2347	460	5	,	,	PUNCT
easat-2347	460	6	s.	s.	PROPN
easat-2347	460	7	,	,	PUNCT
easat-2347	460	8	kampouridis	kampouridi	NOUN
easat-2347	460	9	,	,	PUNCT
easat-2347	460	10	m.	m.	NOUN
easat-2347	460	11	,	,	PUNCT
easat-2347	460	12	freitas	freitas	PROPN
easat-2347	460	13	,	,	PUNCT
easat-2347	460	14	a.a	a.a	PROPN
easat-2347	460	15	.	.	PROPN
easat-2347	460	16	and	and	CCONJ
easat-2347	460	17	alexandridis	alexandridis	PROPN
easat-2347	460	18	,	,	PUNCT
easat-2347	460	19	a.k	a.k	PROPN
easat-2347	460	20	.	.	PROPN
easat-2347	460	21	,	,	PUNCT
easat-2347	460	22	2017	2017	NUM
easat-2347	460	23	.	.	PUNCT
easat-2347	461	1	an	an	DET
easat-2347	461	2	extensive	extensive	ADJ
easat-2347	461	3	evaluation	evaluation	NOUN
easat-2347	461	4	of	of	ADP
easat-2347	461	5	seven	seven	NUM
easat-2347	461	6	machine	machine	NOUN
easat-2347	461	7	learning	learning	NOUN
easat-2347	461	8	methods	method	NOUN
easat-2347	461	9	for	for	ADP
easat-2347	461	10	rainfall	rainfall	NOUN
easat-2347	461	11	prediction	prediction	NOUN
easat-2347	461	12	in	in	ADP
easat-2347	461	13	weather	weather	NOUN
easat-2347	461	14	derivatives	derivative	NOUN
easat-2347	461	15	.	.	PUNCT
easat-2347	462	1	expert	expert	NOUN
easat-2347	462	2	systems	system	NOUN
easat-2347	462	3	with	with	ADP
easat-2347	462	4	applications	application	NOUN
easat-2347	462	5	,	,	PUNCT
easat-2347	462	6	85	85	NUM
easat-2347	462	7	,	,	PUNCT
easat-2347	462	8	pp.169	pp.169	NOUN
easat-2347	462	9	-	-	X
easat-2347	462	10	181	181	NUM
easat-2347	462	11	.	.	PUNCT
easat-2347	463	1	[	[	X
easat-2347	463	2	11	11	NUM
easat-2347	463	3	]	]	X
easat-2347	463	4	diez	diez	PROPN
easat-2347	463	5	-	-	PUNCT
easat-2347	463	6	sierra	sierra	PROPN
easat-2347	463	7	,	,	PUNCT
easat-2347	463	8	j.	j.	PROPN
easat-2347	463	9	and	and	CCONJ
easat-2347	463	10	del	del	PROPN
easat-2347	463	11	jesus	jesus	PROPN
easat-2347	463	12	,	,	PUNCT
easat-2347	463	13	m.	m.	NOUN
easat-2347	463	14	,	,	PUNCT
easat-2347	463	15	2020	2020	NUM
easat-2347	463	16	.	.	PUNCT
easat-2347	464	1	long	long	ADJ
easat-2347	464	2	-	-	PUNCT
easat-2347	464	3	term	term	NOUN
easat-2347	464	4	rainfall	rainfall	NOUN
easat-2347	464	5	prediction	prediction	NOUN
easat-2347	464	6	using	use	VERB
easat-2347	464	7	atmospheric	atmospheric	ADJ
easat-2347	464	8	synoptic	synoptic	ADJ
easat-2347	464	9	patterns	pattern	NOUN
easat-2347	464	10	in	in	ADP
easat-2347	464	11	semiarid	semiarid	ADJ
easat-2347	464	12	climates	climate	NOUN
easat-2347	464	13	with	with	ADP
easat-2347	464	14	statistical	statistical	ADJ
easat-2347	464	15	and	and	CCONJ
easat-2347	464	16	machine	machine	NOUN
easat-2347	464	17	learning	learning	NOUN
easat-2347	464	18	methods	method	NOUN
easat-2347	464	19	.	.	PUNCT
easat-2347	465	1	journal	journal	NOUN
easat-2347	465	2	of	of	ADP
easat-2347	465	3	hydrology	hydrology	NOUN
easat-2347	465	4	,	,	PUNCT
easat-2347	465	5	586	586	NUM
easat-2347	465	6	,	,	PUNCT
easat-2347	465	7	p.124789	p.124789	ADV
easat-2347	465	8	.	.	PUNCT
easat-2347	466	1	[	[	X
easat-2347	466	2	12	12	NUM
easat-2347	466	3	]	]	X
easat-2347	466	4	ferreira	ferreira	PROPN
easat-2347	466	5	,	,	PUNCT
easat-2347	466	6	g.w	g.w	PROPN
easat-2347	466	7	.	.	PROPN
easat-2347	466	8	and	and	CCONJ
easat-2347	466	9	reboita	reboita	PROPN
easat-2347	466	10	,	,	PUNCT
easat-2347	466	11	m.s	m.s	PROPN
easat-2347	466	12	.	.	PROPN
easat-2347	466	13	,	,	PUNCT
easat-2347	466	14	2022	2022	NUM
easat-2347	466	15	.	.	PUNCT
easat-2347	467	1	a	a	DET
easat-2347	467	2	new	new	ADJ
easat-2347	467	3	look	look	NOUN
easat-2347	467	4	into	into	ADP
easat-2347	467	5	the	the	DET
easat-2347	467	6	south	south	PROPN
easat-2347	467	7	america	america	PROPN
easat-2347	467	8	precipitation	precipitation	NOUN
easat-2347	467	9	regimes	regime	NOUN
easat-2347	467	10	:	:	PUNCT
easat-2347	467	11	observation	observation	NOUN
easat-2347	467	12	and	and	CCONJ
easat-2347	467	13	forecast	forecast	NOUN
easat-2347	467	14	.	.	PUNCT
easat-2347	468	1	atmosphere	atmosphere	PROPN
easat-2347	468	2	,	,	PUNCT
easat-2347	468	3	13(6	13(6	PROPN
easat-2347	468	4	)	)	PUNCT
easat-2347	468	5	,	,	PUNCT
easat-2347	468	6	p.873	p.873	X
easat-2347	468	7	.	.	PUNCT
easat-2347	469	1	[	[	X
easat-2347	469	2	13	13	NUM
easat-2347	469	3	]	]	X
easat-2347	469	4	gao	gao	PROPN
easat-2347	469	5	,	,	PUNCT
easat-2347	469	6	t.	t.	PROPN
easat-2347	469	7	,	,	PUNCT
easat-2347	469	8	wang	wang	PROPN
easat-2347	469	9	,	,	PUNCT
easat-2347	469	10	h.j	h.j	PROPN
easat-2347	469	11	.	.	PROPN
easat-2347	469	12	and	and	CCONJ
easat-2347	469	13	zhou	zhou	PROPN
easat-2347	469	14	,	,	PUNCT
easat-2347	469	15	t.	t.	PROPN
easat-2347	469	16	,	,	PUNCT
easat-2347	469	17	2017	2017	NUM
easat-2347	469	18	.	.	PUNCT
easat-2347	470	1	changes	change	NOUN
easat-2347	470	2	of	of	ADP
easat-2347	470	3	extreme	extreme	ADJ
easat-2347	470	4	precipitation	precipitation	NOUN
easat-2347	470	5	and	and	CCONJ
easat-2347	470	6	nonlinear	nonlinear	ADJ
easat-2347	470	7	influence	influence	NOUN
easat-2347	470	8	of	of	ADP
easat-2347	470	9	climate	climate	NOUN
easat-2347	470	10	variables	variable	NOUN
easat-2347	470	11	over	over	ADP
easat-2347	470	12	monsoon	monsoon	NOUN
easat-2347	470	13	region	region	NOUN
easat-2347	470	14	in	in	ADP
easat-2347	470	15	china	china	PROPN
easat-2347	470	16	.	.	PUNCT
easat-2347	471	1	atmospheric	atmospheric	ADJ
easat-2347	471	2	research	research	NOUN
easat-2347	471	3	,	,	PUNCT
easat-2347	471	4	197	197	NUM
easat-2347	471	5	,	,	PUNCT
easat-2347	471	6	pp.379	pp.379	NOUN
easat-2347	471	7	-	-	PUNCT
easat-2347	471	8	389	389	NUM
easat-2347	471	9	.	.	PUNCT
easat-2347	472	1	[	[	X
easat-2347	472	2	14	14	NUM
easat-2347	472	3	]	]	PUNCT
easat-2347	472	4	gómez	gómez	NOUN
easat-2347	472	5	,	,	PUNCT
easat-2347	472	6	d.	d.	PROPN
easat-2347	472	7	,	,	PUNCT
easat-2347	472	8	aristizábal	aristizábal	PROPN
easat-2347	472	9	,	,	PUNCT
easat-2347	472	10	e.	e.	PROPN
easat-2347	472	11	,	,	PUNCT
easat-2347	472	12	garcía	garcía	ADJ
easat-2347	472	13	,	,	PUNCT
easat-2347	472	14	e.f	e.f	PROPN
easat-2347	472	15	.	.	PROPN
easat-2347	472	16	,	,	PUNCT
easat-2347	472	17	marín	marín	PROPN
easat-2347	472	18	,	,	PUNCT
easat-2347	472	19	d.	d.	PROPN
easat-2347	472	20	,	,	PUNCT
easat-2347	472	21	valencia	valencia	PROPN
easat-2347	472	22	,	,	PUNCT
easat-2347	472	23	s.	s.	PROPN
easat-2347	472	24	and	and	CCONJ
easat-2347	472	25	vásquez	vásquez	NOUN
easat-2347	472	26	,	,	PUNCT
easat-2347	472	27	m.	m.	NOUN
easat-2347	472	28	,	,	PUNCT
easat-2347	472	29	2023	2023	NUM
easat-2347	472	30	.	.	PUNCT
easat-2347	473	1	landslides	landslide	NOUN
easat-2347	473	2	forecasting	forecast	VERB
easat-2347	473	3	using	use	VERB
easat-2347	473	4	satellite	satellite	NOUN
easat-2347	473	5	rainfall	rainfall	NOUN
easat-2347	473	6	estimations	estimation	NOUN
easat-2347	473	7	and	and	CCONJ
easat-2347	473	8	machine	machine	NOUN
easat-2347	473	9	learning	learning	NOUN
easat-2347	473	10	in	in	ADP
easat-2347	473	11	the	the	DET
easat-2347	473	12	colombian	colombian	ADJ
easat-2347	473	13	andean	andean	PROPN
easat-2347	473	14	region	region	NOUN
easat-2347	473	15	.	.	PUNCT
easat-2347	474	1	journal	journal	PROPN
easat-2347	474	2	of	of	ADP
easat-2347	474	3	south	south	PROPN
easat-2347	474	4	american	american	ADJ
easat-2347	474	5	earth	earth	PROPN
easat-2347	474	6	sciences	sciences	PROPN
easat-2347	474	7	,	,	PUNCT
easat-2347	474	8	125	125	NUM
easat-2347	474	9	,	,	PUNCT
easat-2347	474	10	p.104293	p.104293	NOUN
easat-2347	474	11	.	.	PUNCT
easat-2347	475	1	[	[	X
easat-2347	475	2	15	15	NUM
easat-2347	475	3	]	]	X
easat-2347	475	4	he	he	PRON
easat-2347	475	5	,	,	PUNCT
easat-2347	475	6	s.	s.	PROPN
easat-2347	475	7	,	,	PUNCT
easat-2347	475	8	li	li	PROPN
easat-2347	475	9	,	,	PUNCT
easat-2347	475	10	x.	x.	PROPN
easat-2347	475	11	,	,	PUNCT
easat-2347	475	12	delsole	delsole	PROPN
easat-2347	475	13	,	,	PUNCT
easat-2347	475	14	t.	t.	PROPN
easat-2347	475	15	,	,	PUNCT
easat-2347	475	16	ravikumar	ravikumar	PROPN
easat-2347	475	17	,	,	PUNCT
easat-2347	475	18	p.	p.	NOUN
easat-2347	475	19	and	and	CCONJ
easat-2347	475	20	banerjee	banerjee	PROPN
easat-2347	475	21	,	,	PUNCT
easat-2347	475	22	a.	a.	NOUN
easat-2347	475	23	,	,	PUNCT
easat-2347	475	24	2021	2021	NUM
easat-2347	475	25	,	,	PUNCT
easat-2347	475	26	may	may	AUX
easat-2347	475	27	.	.	PUNCT
easat-2347	476	1	sub	sub	ADJ
easat-2347	476	2	-	-	ADJ
easat-2347	476	3	seasonal	seasonal	ADJ
easat-2347	476	4	climate	climate	NOUN
easat-2347	476	5	forecasting	forecasting	NOUN
easat-2347	476	6	via	via	ADP
easat-2347	476	7	machine	machine	NOUN
easat-2347	476	8	learning	learning	NOUN
easat-2347	476	9	:	:	PUNCT
easat-2347	476	10	challenges	challenge	NOUN
easat-2347	476	11	,	,	PUNCT
easat-2347	476	12	analysis	analysis	NOUN
easat-2347	476	13	,	,	PUNCT
easat-2347	476	14	and	and	CCONJ
easat-2347	476	15	advances	advance	NOUN
easat-2347	476	16	.	.	PUNCT
easat-2347	477	1	in	in	ADP
easat-2347	477	2	proceedings	proceeding	NOUN
easat-2347	477	3	of	of	ADP
easat-2347	477	4	the	the	DET
easat-2347	477	5	aaai	aaai	PROPN
easat-2347	477	6	conference	conference	NOUN
easat-2347	477	7	on	on	ADP
easat-2347	477	8	artificial	artificial	ADJ
easat-2347	477	9	intelligence	intelligence	NOUN
easat-2347	477	10	(	(	PUNCT
easat-2347	477	11	vol	vol	NOUN
easat-2347	477	12	.	.	PROPN
easat-2347	477	13	35	35	NUM
easat-2347	477	14	,	,	PUNCT
easat-2347	477	15	no	no	INTJ
easat-2347	477	16	.	.	NOUN
easat-2347	477	17	1	1	NUM
easat-2347	477	18	,	,	PUNCT
easat-2347	477	19	pp	pp	ADJ
easat-2347	477	20	.	.	PUNCT
easat-2347	477	21	169	169	NUM
easat-2347	477	22	-	-	SYM
easat-2347	477	23	177	177	NUM
easat-2347	477	24	)	)	PUNCT
easat-2347	477	25	.	.	PUNCT
easat-2347	478	1	[	[	X
easat-2347	478	2	16	16	NUM
easat-2347	478	3	]	]	PUNCT
easat-2347	478	4	he	he	PRON
easat-2347	478	5	,	,	PUNCT
easat-2347	478	6	r.r	r.r	PROPN
easat-2347	478	7	.	.	PROPN
easat-2347	478	8	,	,	PUNCT
easat-2347	478	9	chen	chen	PROPN
easat-2347	478	10	,	,	PUNCT
easat-2347	478	11	y.	y.	PROPN
easat-2347	478	12	,	,	PUNCT
easat-2347	478	13	huang	huang	PROPN
easat-2347	478	14	,	,	PUNCT
easat-2347	478	15	q.	q.	PROPN
easat-2347	478	16	and	and	CCONJ
easat-2347	478	17	kang	kang	PROPN
easat-2347	478	18	,	,	PUNCT
easat-2347	478	19	y.	y.	PROPN
easat-2347	478	20	,	,	PUNCT
easat-2347	478	21	2019	2019	NUM
easat-2347	478	22	.	.	PUNCT
easat-2347	479	1	lasso	lasso	NOUN
easat-2347	479	2	as	as	ADP
easat-2347	479	3	a	a	DET
easat-2347	479	4	tool	tool	NOUN
easat-2347	479	5	for	for	ADP
easat-2347	479	6	downscaling	downscale	VERB
easat-2347	479	7	summer	summer	NOUN
easat-2347	479	8	rainfall	rainfall	NOUN
easat-2347	479	9	over	over	ADP
easat-2347	479	10	the	the	DET
easat-2347	479	11	yangtze	yangtze	PROPN
easat-2347	479	12	river	river	PROPN
easat-2347	479	13	valley	valley	PROPN
easat-2347	479	14	.	.	PUNCT
easat-2347	480	1	hydrological	hydrological	ADJ
easat-2347	480	2	sciences	sciences	PROPN
easat-2347	480	3	journal	journal	PROPN
easat-2347	480	4	,	,	PUNCT
easat-2347	480	5	64(1	64(1	NUM
easat-2347	480	6	)	)	PUNCT
easat-2347	480	7	,	,	PUNCT
easat-2347	480	8	pp.92	pp.92	NOUN
easat-2347	480	9	-	-	PUNCT
easat-2347	480	10	104	104	NUM
easat-2347	480	11	.	.	PUNCT
easat-2347	481	1	[	[	X
easat-2347	481	2	17	17	NUM
easat-2347	481	3	]	]	PUNCT
easat-2347	481	4	he	he	PRON
easat-2347	481	5	,	,	PUNCT
easat-2347	481	6	r.	r.	PROPN
easat-2347	481	7	,	,	PUNCT
easat-2347	481	8	zhang	zhang	PROPN
easat-2347	481	9	,	,	PUNCT
easat-2347	481	10	l.	l.	PROPN
easat-2347	481	11	and	and	CCONJ
easat-2347	481	12	chew	chew	VERB
easat-2347	481	13	,	,	PUNCT
easat-2347	481	14	a.w.z	a.w.z	PROPN
easat-2347	481	15	.	.	PROPN
easat-2347	481	16	,	,	PUNCT
easat-2347	481	17	2022	2022	NUM
easat-2347	481	18	.	.	PUNCT
easat-2347	482	1	modelling	modelling	NOUN
easat-2347	482	2	and	and	CCONJ
easat-2347	482	3	predicting	predict	VERB
easat-2347	482	4	rainfall	rainfall	NOUN
easat-2347	482	5	time	time	NOUN
easat-2347	482	6	series	series	PROPN
easat-2347	482	7	using	use	VERB
easat-2347	482	8	seasonal	seasonal	ADJ
easat-2347	482	9	-	-	PUNCT
easat-2347	482	10	trend	trend	NOUN
easat-2347	482	11	decomposition	decomposition	NOUN
easat-2347	482	12	and	and	CCONJ
easat-2347	482	13	machine	machine	NOUN
easat-2347	482	14	learning	learning	NOUN
easat-2347	482	15	.	.	PUNCT
easat-2347	483	1	knowledge	knowledge	NOUN
easat-2347	483	2	-	-	PUNCT
easat-2347	483	3	based	base	VERB
easat-2347	483	4	systems	system	NOUN
easat-2347	483	5	,	,	PUNCT
easat-2347	483	6	251	251	NUM
easat-2347	483	7	,	,	PUNCT
easat-2347	483	8	p.109125	p.109125	VERB
easat-2347	483	9	.	.	PUNCT
easat-2347	484	1	[	[	X
easat-2347	484	2	18	18	NUM
easat-2347	484	3	]	]	X
easat-2347	484	4	islam	islam	PROPN
easat-2347	484	5	,	,	PUNCT
easat-2347	484	6	m.s	m.s	PROPN
easat-2347	484	7	.	.	PROPN
easat-2347	484	8	,	,	PUNCT
easat-2347	484	9	hossain	hossain	PROPN
easat-2347	484	10	,	,	PUNCT
easat-2347	484	11	a.	a.	PROPN
easat-2347	484	12	,	,	PUNCT
easat-2347	484	13	khatun	khatun	PROPN
easat-2347	484	14	,	,	PUNCT
easat-2347	484	15	a.	a.	NOUN
easat-2347	484	16	and	and	CCONJ
easat-2347	484	17	kor	kor	PROPN
easat-2347	484	18	,	,	PUNCT
easat-2347	484	19	a.l	a.l	PROPN
easat-2347	484	20	.	.	PROPN
easat-2347	484	21	,	,	PUNCT
easat-2347	484	22	2023	2023	NUM
easat-2347	484	23	,	,	PUNCT
easat-2347	484	24	february	february	PROPN
easat-2347	484	25	.	.	PUNCT
easat-2347	484	26	evaluation	evaluation	NOUN
easat-2347	484	27	of	of	ADP
easat-2347	484	28	the	the	DET
easat-2347	484	29	performance	performance	NOUN
easat-2347	484	30	of	of	ADP
easat-2347	484	31	machine	machine	NOUN
easat-2347	484	32	learning	learning	NOUN
easat-2347	484	33	and	and	CCONJ
easat-2347	484	34	deep	deep	ADJ
easat-2347	484	35	learning	learning	NOUN
easat-2347	484	36	techniques	technique	NOUN
easat-2347	484	37	for	for	ADP
easat-2347	484	38	predicting	predict	VERB
easat-2347	484	39	rainfall	rainfall	NOUN
easat-2347	484	40	:	:	PUNCT
easat-2347	484	41	an	an	DET
easat-2347	484	42	illustrative	illustrative	ADJ
easat-2347	484	43	case	case	NOUN
easat-2347	484	44	study	study	NOUN
easat-2347	484	45	from	from	ADP
easat-2347	484	46	australia	australia	PROPN
easat-2347	484	47	.	.	PUNCT
easat-2347	485	1	in	in	ADP
easat-2347	485	2	2023	2023	NUM
easat-2347	485	3	international	international	ADJ
easat-2347	485	4	conference	conference	NOUN
easat-2347	485	5	on	on	ADP
easat-2347	485	6	electrical	electrical	ADJ
easat-2347	485	7	,	,	PUNCT
easat-2347	485	8	computer	computer	NOUN
easat-2347	485	9	and	and	CCONJ
easat-2347	485	10	communication	communication	NOUN
easat-2347	485	11	engineering	engineering	NOUN
easat-2347	485	12	(	(	PUNCT
easat-2347	485	13	ecce	ecce	PROPN
easat-2347	485	14	)	)	PUNCT
easat-2347	485	15	(	(	PUNCT
easat-2347	485	16	pp	pp	X
easat-2347	485	17	.	.	PUNCT
easat-2347	486	1	1	1	NUM
easat-2347	486	2	-	-	SYM
easat-2347	486	3	5	5	NUM
easat-2347	486	4	)	)	PUNCT
easat-2347	486	5	.	.	PUNCT
easat-2347	487	1	ieee	ieee	PROPN
easat-2347	487	2	.	.	PUNCT
easat-2347	488	1	[	[	X
easat-2347	488	2	19	19	NUM
easat-2347	488	3	]	]	X
easat-2347	488	4	jose	jose	PROPN
easat-2347	488	5	,	,	PUNCT
easat-2347	488	6	d.m	d.m	PROPN
easat-2347	488	7	.	.	PROPN
easat-2347	488	8	,	,	PUNCT
easat-2347	488	9	vincent	vincent	PROPN
easat-2347	488	10	,	,	PUNCT
easat-2347	488	11	a.m.	a.m.	NOUN
easat-2347	488	12	and	and	CCONJ
easat-2347	488	13	dwarakish	dwarakish	PROPN
easat-2347	488	14	,	,	PUNCT
easat-2347	488	15	g.s	g.s	PROPN
easat-2347	488	16	.	.	PROPN
easat-2347	488	17	,	,	PUNCT
easat-2347	488	18	2022	2022	NUM
easat-2347	488	19	.	.	PUNCT
easat-2347	489	1	improving	improve	VERB
easat-2347	489	2	multiple	multiple	ADJ
easat-2347	489	3	model	model	NOUN
easat-2347	489	4	ensemble	ensemble	ADJ
easat-2347	489	5	predictions	prediction	NOUN
easat-2347	489	6	of	of	ADP
easat-2347	489	7	daily	daily	ADJ
easat-2347	489	8	precipitation	precipitation	NOUN
easat-2347	489	9	and	and	CCONJ
easat-2347	489	10	temperature	temperature	NOUN
easat-2347	489	11	through	through	ADP
easat-2347	489	12	machine	machine	NOUN
easat-2347	489	13	learning	learn	VERB
easat-2347	489	14	techniques	technique	NOUN
easat-2347	489	15	.	.	PUNCT
easat-2347	490	1	scientific	scientific	ADJ
easat-2347	490	2	reports	report	NOUN
easat-2347	490	3	,	,	PUNCT
easat-2347	490	4	12(1	12(1	NUM
easat-2347	490	5	)	)	PUNCT
easat-2347	490	6	,	,	PUNCT
easat-2347	490	7	pp.1	pp.1	NOUN
easat-2347	490	8	-	-	PUNCT
easat-2347	490	9	25	25	NUM
easat-2347	490	10	.	.	PUNCT
easat-2347	491	1	[	[	X
easat-2347	491	2	20	20	NUM
easat-2347	491	3	]	]	X
easat-2347	491	4	meque	meque	ADJ
easat-2347	491	5	,	,	PUNCT
easat-2347	491	6	a.	a.	NOUN
easat-2347	491	7	,	,	PUNCT
easat-2347	491	8	gamedze	gamedze	PROPN
easat-2347	491	9	,	,	PUNCT
easat-2347	491	10	s.	s.	PROPN
easat-2347	491	11	,	,	PUNCT
easat-2347	491	12	moitlhobogi	moitlhobogi	ADV
easat-2347	491	13	,	,	PUNCT
easat-2347	491	14	t.	t.	PROPN
easat-2347	491	15	,	,	PUNCT
easat-2347	491	16	booneeady	booneeady	PROPN
easat-2347	491	17	,	,	PUNCT
easat-2347	491	18	p.	p.	PROPN
easat-2347	491	19	,	,	PUNCT
easat-2347	491	20	samuel	samuel	PROPN
easat-2347	491	21	,	,	PUNCT
easat-2347	491	22	s.	s.	PROPN
easat-2347	491	23	and	and	CCONJ
easat-2347	491	24	mpalang	mpalang	PROPN
easat-2347	491	25	,	,	PUNCT
easat-2347	491	26	l.	l.	PROPN
easat-2347	491	27	,	,	PUNCT
easat-2347	491	28	2021	2021	NUM
easat-2347	491	29	.	.	PUNCT
easat-2347	491	30	numerical	numerical	PROPN
easat-2347	491	31	weather	weather	PROPN
easat-2347	491	32	prediction	prediction	NOUN
easat-2347	491	33	and	and	CCONJ
easat-2347	491	34	climate	climate	NOUN
easat-2347	491	35	modelling	modelling	NOUN
easat-2347	491	36	:	:	PUNCT
easat-2347	491	37	challenges	challenge	NOUN
easat-2347	491	38	and	and	CCONJ
easat-2347	491	39	opportunities	opportunity	NOUN
easat-2347	491	40	for	for	ADP
easat-2347	491	41	improving	improve	VERB
easat-2347	491	42	climate	climate	NOUN
easat-2347	491	43	services	service	NOUN
easat-2347	491	44	delivery	delivery	NOUN
easat-2347	491	45	in	in	ADP
easat-2347	491	46	southern	southern	PROPN
easat-2347	491	47	africa	africa	PROPN
easat-2347	491	48	.	.	PUNCT
easat-2347	492	1	climate	climate	NOUN
easat-2347	492	2	services	service	NOUN
easat-2347	492	3	,	,	PUNCT
easat-2347	492	4	23	23	NUM
easat-2347	492	5	,	,	PUNCT
easat-2347	492	6	p.100243	p.100243	NOUN
easat-2347	492	7	.	.	PUNCT
easat-2347	493	1	[	[	X
easat-2347	493	2	21	21	NUM
easat-2347	493	3	]	]	X
easat-2347	493	4	nkiruka	nkiruka	PROPN
easat-2347	493	5	,	,	PUNCT
easat-2347	493	6	o.	o.	PROPN
easat-2347	493	7	,	,	PUNCT
easat-2347	493	8	prasad	prasad	PROPN
easat-2347	493	9	,	,	PUNCT
easat-2347	493	10	r.	r.	PROPN
easat-2347	493	11	and	and	CCONJ
easat-2347	493	12	clement	clement	PROPN
easat-2347	493	13	,	,	PUNCT
easat-2347	493	14	o.	o.	NOUN
easat-2347	493	15	,	,	PUNCT
easat-2347	493	16	2021	2021	NUM
easat-2347	493	17	.	.	PUNCT
easat-2347	493	18	prediction	prediction	NOUN
easat-2347	493	19	of	of	ADP
easat-2347	493	20	malaria	malaria	NOUN
easat-2347	493	21	incidence	incidence	NOUN
easat-2347	493	22	using	use	VERB
easat-2347	493	23	climate	climate	NOUN
easat-2347	493	24	variability	variability	NOUN
easat-2347	493	25	and	and	CCONJ
easat-2347	493	26	machine	machine	NOUN
easat-2347	493	27	learning	learning	NOUN
easat-2347	493	28	.	.	PUNCT
easat-2347	494	1	informatics	informatic	NOUN
easat-2347	494	2	in	in	ADP
easat-2347	494	3	medicine	medicine	NOUN
easat-2347	494	4	unlocked	unlock	VERB
easat-2347	494	5	,	,	PUNCT
easat-2347	494	6	22	22	NUM
easat-2347	494	7	,	,	PUNCT
easat-2347	494	8	p.100508	p.100508	NUM
easat-2347	494	9	.	.	PUNCT
easat-2347	495	1	[	[	X
easat-2347	495	2	22	22	NUM
easat-2347	495	3	]	]	PUNCT
easat-2347	495	4	ouallouche	ouallouche	PROPN
easat-2347	495	5	,	,	PUNCT
easat-2347	495	6	f.	f.	PROPN
easat-2347	495	7	,	,	PUNCT
easat-2347	495	8	lazri	lazri	PROPN
easat-2347	495	9	,	,	PUNCT
easat-2347	495	10	m.	m.	NOUN
easat-2347	495	11	and	and	CCONJ
easat-2347	495	12	ameur	ameur	PROPN
easat-2347	495	13	,	,	PUNCT
easat-2347	495	14	s.	s.	PROPN
easat-2347	495	15	,	,	PUNCT
easat-2347	495	16	2018	2018	NUM
easat-2347	495	17	.	.	PUNCT
easat-2347	496	1	improvement	improvement	NOUN
easat-2347	496	2	of	of	ADP
easat-2347	496	3	rainfall	rainfall	NOUN
easat-2347	496	4	estimation	estimation	NOUN
easat-2347	496	5	from	from	ADP
easat-2347	496	6	msg	msg	PROPN
easat-2347	496	7	data	datum	NOUN
easat-2347	496	8	using	use	VERB
easat-2347	496	9	random	random	ADJ
easat-2347	496	10	forests	forest	NOUN
easat-2347	496	11	classification	classification	NOUN
easat-2347	496	12	and	and	CCONJ
easat-2347	496	13	regression	regression	NOUN
easat-2347	496	14	.	.	PUNCT
easat-2347	497	1	atmospheric	atmospheric	ADJ
easat-2347	497	2	research	research	NOUN
easat-2347	497	3	,	,	PUNCT
easat-2347	497	4	211	211	NUM
easat-2347	497	5	,	,	PUNCT
easat-2347	497	6	pp.62	pp.62	NOUN
easat-2347	497	7	-	-	SYM
easat-2347	497	8	72	72	NUM
easat-2347	497	9	.	.	PUNCT
easat-2347	498	1	[	[	X
easat-2347	498	2	23	23	NUM
easat-2347	498	3	]	]	PUNCT
easat-2347	498	4	polishchuk	polishchuk	PROPN
easat-2347	498	5	,	,	PUNCT
easat-2347	498	6	b.	b.	PROPN
easat-2347	498	7	,	,	PUNCT
easat-2347	498	8	berko	berko	PROPN
easat-2347	498	9	,	,	PUNCT
easat-2347	498	10	a.	a.	NOUN
easat-2347	498	11	,	,	PUNCT
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easat-2347	498	13	,	,	PUNCT
easat-2347	498	14	l.	l.	PROPN
easat-2347	498	15	,	,	PUNCT
easat-2347	498	16	bublyk	bublyk	AUX
easat-2347	498	17	,	,	PUNCT
easat-2347	498	18	m.	m.	NOUN
easat-2347	498	19	and	and	CCONJ
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easat-2347	498	21	,	,	PUNCT
easat-2347	498	22	v.	v.	ADV
easat-2347	498	23	,	,	PUNCT
easat-2347	498	24	2021	2021	NUM
easat-2347	498	25	,	,	PUNCT
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easat-2347	498	27	.	.	PUNCT
easat-2347	499	1	the	the	DET
easat-2347	499	2	rain	rain	NOUN
easat-2347	499	3	prediction	prediction	NOUN
easat-2347	499	4	in	in	ADP
easat-2347	499	5	australia	australia	PROPN
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easat-2347	499	8	data	datum	NOUN
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easat-2347	499	12	learning	learn	VERB
easat-2347	499	13	technology	technology	NOUN
easat-2347	499	14	.	.	PUNCT
easat-2347	500	1	in	in	ADP
easat-2347	500	2	2021	2021	NUM
easat-2347	500	3	ieee	ieee	NOUN
easat-2347	500	4	16th	16th	ADJ
easat-2347	500	5	international	international	ADJ
easat-2347	500	6	conference	conference	NOUN
easat-2347	500	7	on	on	ADP
easat-2347	500	8	computer	computer	NOUN
easat-2347	500	9	sciences	science	NOUN
easat-2347	500	10	and	and	CCONJ
easat-2347	500	11	information	information	NOUN
easat-2347	500	12	technologies	technology	NOUN
easat-2347	500	13	(	(	PUNCT
easat-2347	500	14	csit	csit	NOUN
easat-2347	500	15	)	)	PUNCT
easat-2347	500	16	(	(	PUNCT
easat-2347	500	17	vol	vol	NOUN
easat-2347	500	18	.	.	NOUN
easat-2347	500	19	1	1	NUM
easat-2347	500	20	,	,	PUNCT
easat-2347	500	21	pp	pp	ADJ
easat-2347	500	22	.	.	PUNCT
easat-2347	501	1	97	97	NUM
easat-2347	501	2	-	-	SYM
easat-2347	501	3	100	100	NUM
easat-2347	501	4	)	)	PUNCT
easat-2347	501	5	.	.	PUNCT
easat-2347	502	1	ieee	ieee	PROPN
easat-2347	502	2	.	.	PUNCT
easat-2347	503	1	[	[	X
easat-2347	503	2	24	24	NUM
easat-2347	503	3	]	]	SYM
easat-2347	503	4	raval	raval	NOUN
easat-2347	503	5	,	,	PUNCT
easat-2347	503	6	m.	m.	NOUN
easat-2347	503	7	,	,	PUNCT
easat-2347	503	8	sivashanmugam	sivashanmugam	NOUN
easat-2347	503	9	,	,	PUNCT
easat-2347	503	10	p.	p.	PROPN
easat-2347	503	11	,	,	PUNCT
easat-2347	503	12	pham	pham	PROPN
easat-2347	503	13	,	,	PUNCT
easat-2347	503	14	v.	v.	PROPN
easat-2347	503	15	,	,	PUNCT
easat-2347	503	16	gohel	gohel	PROPN
easat-2347	503	17	,	,	PUNCT
easat-2347	503	18	h.	h.	PROPN
easat-2347	503	19	,	,	PUNCT
easat-2347	503	20	kaushik	kaushik	PROPN
easat-2347	503	21	,	,	PUNCT
easat-2347	503	22	a.	a.	NOUN
easat-2347	503	23	and	and	CCONJ
easat-2347	503	24	wan	wan	PROPN
easat-2347	503	25	,	,	PUNCT
easat-2347	503	26	y.	y.	PROPN
easat-2347	503	27	,	,	PUNCT
easat-2347	503	28	2021	2021	NUM
easat-2347	503	29	.	.	PUNCT
easat-2347	504	1	automated	automate	VERB
easat-2347	504	2	predictive	predictive	ADJ
easat-2347	504	3	analytics	analytic	NOUN
easat-2347	504	4	tool	tool	NOUN
easat-2347	504	5	for	for	ADP
easat-2347	504	6	rainfall	rainfall	NOUN
easat-2347	504	7	forecasting	forecasting	NOUN
easat-2347	504	8	.	.	PUNCT
easat-2347	505	1	scientific	scientific	ADJ
easat-2347	505	2	reports	report	NOUN
easat-2347	505	3	,	,	PUNCT
easat-2347	505	4	11(1	11(1	NUM
easat-2347	505	5	)	)	PUNCT
easat-2347	505	6	,	,	PUNCT
easat-2347	505	7	p.17704	p.17704	VERB
easat-2347	505	8	.	.	PUNCT
easat-2347	506	1	[	[	X
easat-2347	506	2	25	25	NUM
easat-2347	506	3	]	]	X
easat-2347	506	4	ridwan	ridwan	PROPN
easat-2347	506	5	,	,	PUNCT
easat-2347	506	6	w.m	w.m	PROPN
easat-2347	506	7	.	.	PROPN
easat-2347	506	8	,	,	PUNCT
easat-2347	506	9	sapitang	sapitang	PROPN
easat-2347	506	10	,	,	PUNCT
easat-2347	506	11	m.	m.	NOUN
easat-2347	506	12	,	,	PUNCT
easat-2347	506	13	aziz	aziz	PROPN
easat-2347	506	14	,	,	PUNCT
easat-2347	506	15	a.	a.	NOUN
easat-2347	506	16	,	,	PUNCT
easat-2347	506	17	kushiar	kushiar	PROPN
easat-2347	506	18	,	,	PUNCT
easat-2347	506	19	k.f	k.f	PROPN
easat-2347	506	20	.	.	PROPN
easat-2347	506	21	,	,	PUNCT
easat-2347	506	22	ahmed	ahmed	PROPN
easat-2347	506	23	,	,	PUNCT
easat-2347	506	24	a.n	a.n	PROPN
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easat-2347	506	26	and	and	CCONJ
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easat-2347	506	28	-	-	PUNCT
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easat-2347	506	30	,	,	PUNCT
easat-2347	506	31	a.	a.	NOUN
easat-2347	506	32	,	,	PUNCT
easat-2347	506	33	2021	2021	NUM
easat-2347	506	34	.	.	PUNCT
easat-2347	507	1	rainfall	rainfall	NOUN
easat-2347	507	2	forecasting	forecasting	NOUN
easat-2347	507	3	model	model	NOUN
easat-2347	507	4	using	use	VERB
easat-2347	507	5	machine	machine	NOUN
easat-2347	507	6	learning	learning	NOUN
easat-2347	507	7	methods	method	NOUN
easat-2347	507	8	:	:	PUNCT
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easat-2347	507	12	,	,	PUNCT
easat-2347	507	13	malaysia	malaysia	PROPN
easat-2347	507	14	.	.	PUNCT
easat-2347	507	15	ain	ain	PROPN
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easat-2347	507	19	,	,	PUNCT
easat-2347	507	20	12(2	12(2	NUM
easat-2347	507	21	)	)	PUNCT
easat-2347	507	22	,	,	PUNCT
easat-2347	507	23	pp.16511663	pp.16511663	PROPN
easat-2347	507	24	.	.	PUNCT
easat-2347	508	1	[	[	X
easat-2347	508	2	26	26	NUM
easat-2347	508	3	]	]	X
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easat-2347	508	5	,	,	PUNCT
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easat-2347	508	7	,	,	PUNCT
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easat-2347	508	9	,	,	PUNCT
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easat-2347	508	12	,	,	PUNCT
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easat-2347	508	14	,	,	PUNCT
easat-2347	508	15	l.h	l.h	PROPN
easat-2347	508	16	.	.	PROPN
easat-2347	508	17	,	,	PUNCT
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easat-2347	508	19	,	,	PUNCT
easat-2347	508	20	k.	k.	PROPN
easat-2347	508	21	,	,	PUNCT
easat-2347	508	22	lacoste	lacoste	PROPN
easat-2347	508	23	,	,	PUNCT
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easat-2347	508	25	,	,	PUNCT
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easat-2347	508	27	,	,	PUNCT
easat-2347	508	28	k.	k.	PROPN
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easat-2347	508	42	,	,	PUNCT
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easat-2347	510	4	(	(	PUNCT
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easat-2347	510	6	)	)	PUNCT
easat-2347	510	7	,	,	PUNCT
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easat-2347	510	9	)	)	PUNCT
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easat-2347	510	12	-	-	PUNCT
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easat-2347	510	14	.	.	PUNCT
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easat-2347	511	3	]	]	SYM
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easat-2347	511	8	,	,	PUNCT
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easat-2347	511	10	,	,	PUNCT
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easat-2347	511	19	,	,	PUNCT
easat-2347	511	20	s.	s.	PROPN
easat-2347	511	21	and	and	CCONJ
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easat-2347	511	26	,	,	PUNCT
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easat-2347	511	28	.	.	PUNCT
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easat-2347	512	9	.	.	PUNCT
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easat-2347	513	5	,	,	PUNCT
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easat-2347	513	7	-	-	SYM
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easat-2347	513	9	.	.	PUNCT
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easat-2347	514	2	28	28	NUM
easat-2347	514	3	]	]	X
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easat-2347	514	10	,	,	PUNCT
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easat-2347	514	12	and	and	CCONJ
easat-2347	514	13	shukla	shukla	PROPN
easat-2347	514	14	,	,	PUNCT
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easat-2347	514	19	.	.	PUNCT
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easat-2347	515	9	.	.	PUNCT
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easat-2347	516	4	,	,	PUNCT
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easat-2347	516	6	)	)	PUNCT
easat-2347	516	7	,	,	PUNCT
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easat-2347	516	9	-	-	NOUN
easat-2347	516	10	2403	2403	NUM
easat-2347	516	11	.	.	PUNCT
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easat-2347	517	2	29	29	NUM
easat-2347	517	3	]	]	X
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easat-2347	517	5	,	,	PUNCT
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easat-2347	517	7	,	,	PUNCT
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easat-2347	517	9	,	,	PUNCT
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easat-2347	518	15	.	.	PUNCT
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easat-2347	519	7	,	,	PUNCT
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easat-2347	519	9	.	.	PUNCT
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easat-2347	520	2	30	30	NUM
easat-2347	520	3	]	]	X
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easat-2347	520	5	,	,	PUNCT
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easat-2347	520	8	,	,	PUNCT
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easat-2347	520	10	,	,	PUNCT
easat-2347	520	11	t.c	t.c	PROPN
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easat-2347	520	23	and	and	CCONJ
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easat-2347	520	25	,	,	PUNCT
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easat-2347	520	30	.	.	PUNCT
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easat-2347	521	5	and	and	CCONJ
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easat-2347	521	7	vector	vector	NOUN
easat-2347	521	8	machine	machine	NOUN
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easat-2347	521	11	-	-	PUNCT
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easat-2347	521	14	-	-	PUNCT
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easat-2347	521	18	.	.	PUNCT
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easat-2347	522	10	.	.	PUNCT
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easat-2347	523	3	]	]	PUNCT
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easat-2347	523	5	,	,	PUNCT
easat-2347	523	6	s.	s.	PROPN
easat-2347	523	7	,	,	PUNCT
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easat-2347	523	9	,	,	PUNCT
easat-2347	523	10	d.s	d.s	PROPN
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easat-2347	523	12	and	and	CCONJ
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easat-2347	523	14	,	,	PUNCT
easat-2347	523	15	a.a	a.a	PROPN
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easat-2347	523	17	,	,	PUNCT
easat-2347	523	18	2016	2016	NUM
easat-2347	523	19	.	.	PUNCT
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easat-2347	524	11	.	.	PUNCT
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easat-2347	525	2	.	.	PUNCT
easat-2347	526	1	j.	j.	PROPN
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easat-2347	527	2	.	.	PUNCT
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easat-2347	529	4	)	)	PUNCT
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