id	sid	tid	token	lemma	pos
aiol-8198	1	1	layout	layout	NOUN
aiol-8198	1	2	1	1	NUM
aiol-8198	1	3	introduction	introduction	NOUN
aiol-8198	1	4	ice	ice	NOUN
aiol-8198	1	5	cover	cover	NOUN
aiol-8198	1	6	in	in	ADP
aiol-8198	1	7	lakes	lake	NOUN
aiol-8198	1	8	has	have	VERB
aiol-8198	1	9	a	a	DET
aiol-8198	1	10	significant	significant	ADJ
aiol-8198	1	11	impact	impact	NOUN
aiol-8198	1	12	on	on	ADP
aiol-8198	1	13	various	various	ADJ
aiol-8198	1	14	air	air	NOUN
aiol-8198	1	15	-	-	PUNCT
aiol-8198	1	16	water	water	NOUN
aiol-8198	1	17	exchange	exchange	NOUN
aiol-8198	1	18	processes	process	NOUN
aiol-8198	1	19	.	.	PUNCT
aiol-8198	2	1	it	it	PRON
aiol-8198	2	2	reduces	reduce	VERB
aiol-8198	2	3	the	the	DET
aiol-8198	2	4	sunlight	sunlight	NOUN
aiol-8198	2	5	penetration	penetration	NOUN
aiol-8198	2	6	into	into	ADP
aiol-8198	2	7	water	water	NOUN
aiol-8198	2	8	,	,	PUNCT
aiol-8198	2	9	which	which	PRON
aiol-8198	2	10	is	be	AUX
aiol-8198	2	11	necessary	necessary	ADJ
aiol-8198	2	12	for	for	ADP
aiol-8198	2	13	photosynthesis	photosynthesis	NOUN
aiol-8198	2	14	;	;	PUNCT
aiol-8198	2	15	it	it	PRON
aiol-8198	2	16	also	also	ADV
aiol-8198	2	17	hinders	hinder	VERB
aiol-8198	2	18	heat	heat	NOUN
aiol-8198	2	19	transmission	transmission	NOUN
aiol-8198	2	20	and	and	CCONJ
aiol-8198	2	21	water	water	NOUN
aiol-8198	2	22	oxygenation	oxygenation	NOUN
aiol-8198	2	23	.	.	PUNCT
aiol-8198	3	1	ice	ice	NOUN
aiol-8198	3	2	conditions	condition	NOUN
aiol-8198	3	3	on	on	ADP
aiol-8198	3	4	lakes	lake	NOUN
aiol-8198	3	5	determine	determine	VERB
aiol-8198	3	6	the	the	DET
aiol-8198	3	7	duration	duration	NOUN
aiol-8198	3	8	of	of	ADP
aiol-8198	3	9	navigation	navigation	NOUN
aiol-8198	3	10	period	period	NOUN
aiol-8198	3	11	as	as	ADV
aiol-8198	3	12	well	well	ADV
aiol-8198	3	13	as	as	ADP
aiol-8198	3	14	the	the	DET
aiol-8198	3	15	possibility	possibility	NOUN
aiol-8198	3	16	of	of	ADP
aiol-8198	3	17	transporting	transport	VERB
aiol-8198	3	18	people	people	NOUN
aiol-8198	3	19	and/or	and/or	CCONJ
aiol-8198	3	20	cargoes	cargoe	VERB
aiol-8198	3	21	over	over	ADP
aiol-8198	3	22	the	the	DET
aiol-8198	3	23	stable	stable	ADJ
aiol-8198	3	24	ice	ice	NOUN
aiol-8198	3	25	(	(	PUNCT
aiol-8198	3	26	karetnikov	karetnikov	NOUN
aiol-8198	3	27	and	and	CCONJ
aiol-8198	3	28	naumenko	naumenko	NOUN
aiol-8198	3	29	,	,	PUNCT
aiol-8198	3	30	2008	2008	NUM
aiol-8198	3	31	;	;	PUNCT
aiol-8198	3	32	salo	salo	NOUN
aiol-8198	3	33	and	and	CCONJ
aiol-8198	3	34	nazarova	nazarova	PROPN
aiol-8198	3	35	,	,	PUNCT
aiol-8198	3	36	2011	2011	NUM
aiol-8198	3	37	;	;	PUNCT
aiol-8198	3	38	assel	assel	NOUN
aiol-8198	3	39	et	et	PROPN
aiol-8198	3	40	al	al	PROPN
aiol-8198	3	41	.	.	PROPN
aiol-8198	3	42	,	,	PUNCT
aiol-8198	3	43	2004	2004	NUM
aiol-8198	3	44	)	)	PUNCT
aiol-8198	3	45	.	.	PUNCT
aiol-8198	4	1	the	the	DET
aiol-8198	4	2	data	datum	NOUN
aiol-8198	4	3	on	on	ADP
aiol-8198	4	4	ice	ice	NOUN
aiol-8198	4	5	regime	regime	NOUN
aiol-8198	4	6	characteristics	characteristic	NOUN
aiol-8198	4	7	is	be	AUX
aiol-8198	4	8	applicable	applicable	ADJ
aiol-8198	4	9	to	to	ADP
aiol-8198	4	10	climate	climate	NOUN
aiol-8198	4	11	models	model	NOUN
aiol-8198	4	12	and	and	CCONJ
aiol-8198	4	13	can	can	AUX
aiol-8198	4	14	be	be	AUX
aiol-8198	4	15	used	use	VERB
aiol-8198	4	16	to	to	PART
aiol-8198	4	17	predict	predict	VERB
aiol-8198	4	18	the	the	DET
aiol-8198	4	19	periods	period	NOUN
aiol-8198	4	20	of	of	ADP
aiol-8198	4	21	freeze	freeze	NOUN
aiol-8198	4	22	-	-	PUNCT
aiol-8198	4	23	up	up	NOUN
aiol-8198	4	24	and	and	CCONJ
aiol-8198	4	25	break	break	NOUN
aiol-8198	4	26	-	-	PUNCT
aiol-8198	4	27	up	up	ADP
aiol-8198	4	28	phases	phase	NOUN
aiol-8198	4	29	of	of	ADP
aiol-8198	4	30	lakes	lake	NOUN
aiol-8198	4	31	(	(	PUNCT
aiol-8198	4	32	salo	salo	NOUN
aiol-8198	4	33	and	and	CCONJ
aiol-8198	4	34	nazarova	nazarova	PROPN
aiol-8198	4	35	,	,	PUNCT
aiol-8198	4	36	2011	2011	NUM
aiol-8198	4	37	;	;	PUNCT
aiol-8198	4	38	baklagin	baklagin	NOUN
aiol-8198	4	39	,	,	PUNCT
aiol-8198	4	40	2017	2017	NUM
aiol-8198	4	41	)	)	PUNCT
aiol-8198	4	42	.	.	PUNCT
aiol-8198	5	1	the	the	DET
aiol-8198	5	2	formation	formation	NOUN
aiol-8198	5	3	and	and	CCONJ
aiol-8198	5	4	break	break	NOUN
aiol-8198	5	5	-	-	PUNCT
aiol-8198	5	6	up	up	NOUN
aiol-8198	5	7	of	of	ADP
aiol-8198	5	8	ice	ice	NOUN
aiol-8198	5	9	cover	cover	NOUN
aiol-8198	5	10	on	on	ADP
aiol-8198	5	11	large	large	ADJ
aiol-8198	5	12	lakes	lake	NOUN
aiol-8198	5	13	depend	depend	VERB
aiol-8198	5	14	greatly	greatly	ADV
aiol-8198	5	15	on	on	ADP
aiol-8198	5	16	the	the	DET
aiol-8198	5	17	complex	complex	NOUN
aiol-8198	5	18	of	of	ADP
aiol-8198	5	19	meteorological	meteorological	ADJ
aiol-8198	5	20	processes	process	NOUN
aiol-8198	5	21	,	,	PUNCT
aiol-8198	5	22	which	which	PRON
aiol-8198	5	23	occur	occur	VERB
aiol-8198	5	24	over	over	ADP
aiol-8198	5	25	the	the	DET
aiol-8198	5	26	water	water	NOUN
aiol-8198	5	27	area	area	NOUN
aiol-8198	5	28	of	of	ADP
aiol-8198	5	29	lakes	lake	NOUN
aiol-8198	5	30	(	(	PUNCT
aiol-8198	5	31	salo	salo	NOUN
aiol-8198	5	32	and	and	CCONJ
aiol-8198	5	33	nazarova	nazarova	PROPN
aiol-8198	5	34	,	,	PUNCT
aiol-8198	5	35	2011	2011	NUM
aiol-8198	5	36	;	;	PUNCT
aiol-8198	5	37	dibike	dibike	VERB
aiol-8198	5	38	et	et	PROPN
aiol-8198	5	39	al	al	PROPN
aiol-8198	5	40	.	.	PROPN
aiol-8198	5	41	,	,	PUNCT
aiol-8198	5	42	2011	2011	NUM
aiol-8198	5	43	)	)	PUNCT
aiol-8198	5	44	;	;	PUNCT
aiol-8198	5	45	therefore	therefore	ADV
aiol-8198	5	46	,	,	PUNCT
aiol-8198	5	47	research	research	NOUN
aiol-8198	5	48	related	relate	VERB
aiol-8198	5	49	to	to	ADP
aiol-8198	5	50	the	the	DET
aiol-8198	5	51	influence	influence	NOUN
aiol-8198	5	52	of	of	ADP
aiol-8198	5	53	climate	climate	NOUN
aiol-8198	5	54	factors	factor	NOUN
aiol-8198	5	55	on	on	ADP
aiol-8198	5	56	long	long	ADJ
aiol-8198	5	57	-	-	PUNCT
aiol-8198	5	58	term	term	NOUN
aiol-8198	5	59	variability	variability	NOUN
aiol-8198	5	60	of	of	ADP
aiol-8198	5	61	ice	ice	NOUN
aiol-8198	5	62	regime	regime	NOUN
aiol-8198	5	63	of	of	ADP
aiol-8198	5	64	lakes	lake	NOUN
aiol-8198	5	65	is	be	AUX
aiol-8198	5	66	of	of	ADP
aiol-8198	5	67	high	high	ADJ
aiol-8198	5	68	interest	interest	NOUN
aiol-8198	5	69	.	.	PUNCT
aiol-8198	6	1	reduction	reduction	NOUN
aiol-8198	6	2	of	of	ADP
aiol-8198	6	3	ice	ice	NOUN
aiol-8198	6	4	phenomena	phenomena	NOUN
aiol-8198	6	5	duration	duration	NOUN
aiol-8198	6	6	due	due	ADP
aiol-8198	6	7	to	to	ADP
aiol-8198	6	8	global	global	ADJ
aiol-8198	6	9	warming	warming	NOUN
aiol-8198	6	10	observed	observe	VERB
aiol-8198	6	11	over	over	ADP
aiol-8198	6	12	the	the	DET
aiol-8198	6	13	past	past	ADJ
aiol-8198	6	14	few	few	ADJ
aiol-8198	6	15	decades	decade	NOUN
aiol-8198	6	16	is	be	AUX
aiol-8198	6	17	the	the	DET
aiol-8198	6	18	main	main	ADJ
aiol-8198	6	19	tendency	tendency	NOUN
aiol-8198	6	20	in	in	ADP
aiol-8198	6	21	the	the	DET
aiol-8198	6	22	long	long	ADJ
aiol-8198	6	23	-	-	PUNCT
aiol-8198	6	24	term	term	NOUN
aiol-8198	6	25	variability	variability	NOUN
aiol-8198	6	26	of	of	ADP
aiol-8198	6	27	ice	ice	NOUN
aiol-8198	6	28	regime	regime	NOUN
aiol-8198	6	29	of	of	ADP
aiol-8198	6	30	large	large	ADJ
aiol-8198	6	31	lakes	lake	NOUN
aiol-8198	6	32	(	(	PUNCT
aiol-8198	6	33	brown	brown	ADJ
aiol-8198	6	34	and	and	CCONJ
aiol-8198	6	35	duguay	duguay	NOUN
aiol-8198	6	36	,	,	PUNCT
aiol-8198	6	37	2010	2010	NUM
aiol-8198	6	38	;	;	PUNCT
aiol-8198	6	39	latifovic	latifovic	ADJ
aiol-8198	6	40	and	and	CCONJ
aiol-8198	6	41	pouliot	pouliot	NOUN
aiol-8198	6	42	,	,	PUNCT
aiol-8198	6	43	2007	2007	NUM
aiol-8198	6	44	;	;	PUNCT
aiol-8198	6	45	efremova	efremova	PROPN
aiol-8198	6	46	et	et	PROPN
aiol-8198	6	47	al	al	PROPN
aiol-8198	6	48	.	.	PROPN
aiol-8198	6	49	,	,	PUNCT
aiol-8198	6	50	2013	2013	NUM
aiol-8198	6	51	;	;	PUNCT
aiol-8198	6	52	magnuson	magnuson	PROPN
aiol-8198	6	53	et	et	PROPN
aiol-8198	6	54	al	al	PROPN
aiol-8198	6	55	.	.	PROPN
aiol-8198	6	56	,	,	PUNCT
aiol-8198	6	57	1990	1990	NUM
aiol-8198	6	58	)	)	PUNCT
aiol-8198	6	59	.	.	PUNCT
aiol-8198	7	1	according	accord	VERB
aiol-8198	7	2	to	to	ADP
aiol-8198	7	3	livingstone	livingstone	PROPN
aiol-8198	7	4	(	(	PUNCT
aiol-8198	7	5	1997	1997	NUM
aiol-8198	7	6	)	)	PUNCT
aiol-8198	7	7	,	,	PUNCT
aiol-8198	7	8	the	the	DET
aiol-8198	7	9	ice	ice	NOUN
aiol-8198	7	10	of	of	ADP
aiol-8198	7	11	large	large	ADJ
aiol-8198	7	12	lakes	lake	NOUN
aiol-8198	7	13	serves	serve	VERB
aiol-8198	7	14	as	as	ADP
aiol-8198	7	15	a	a	DET
aiol-8198	7	16	sensitive	sensitive	ADJ
aiol-8198	7	17	indicator	indicator	NOUN
aiol-8198	7	18	of	of	ADP
aiol-8198	7	19	climate	climate	NOUN
aiol-8198	7	20	change	change	NOUN
aiol-8198	7	21	that	that	PRON
aiol-8198	7	22	is	be	AUX
aiol-8198	7	23	even	even	ADV
aiol-8198	7	24	more	more	ADV
aiol-8198	7	25	reliable	reliable	ADJ
aiol-8198	7	26	than	than	ADP
aiol-8198	7	27	air	air	NOUN
aiol-8198	7	28	temperature	temperature	NOUN
aiol-8198	7	29	.	.	PUNCT
aiol-8198	8	1	with	with	ADP
aiol-8198	8	2	the	the	DET
aiol-8198	8	3	water	water	NOUN
aiol-8198	8	4	surface	surface	NOUN
aiol-8198	8	5	area	area	NOUN
aiol-8198	8	6	of	of	ADP
aiol-8198	8	7	9720	9720	NUM
aiol-8198	8	8	km2	km2	NOUN
aiol-8198	8	9	,	,	PUNCT
aiol-8198	8	10	lake	lake	PROPN
aiol-8198	8	11	onego	onego	PROPN
aiol-8198	8	12	is	be	AUX
aiol-8198	8	13	one	one	NUM
aiol-8198	8	14	of	of	ADP
aiol-8198	8	15	the	the	DET
aiol-8198	8	16	biggest	big	ADJ
aiol-8198	8	17	lakes	lake	NOUN
aiol-8198	8	18	in	in	ADP
aiol-8198	8	19	europe	europe	PROPN
aiol-8198	8	20	.	.	PUNCT
aiol-8198	9	1	identifying	identify	VERB
aiol-8198	9	2	the	the	DET
aiol-8198	9	3	patterns	pattern	NOUN
aiol-8198	9	4	of	of	ADP
aiol-8198	9	5	ice	ice	NOUN
aiol-8198	9	6	regime	regime	NOUN
aiol-8198	9	7	formation	formation	NOUN
aiol-8198	9	8	of	of	ADP
aiol-8198	9	9	lake	lake	PROPN
aiol-8198	9	10	onego	onego	PROPN
aiol-8198	9	11	is	be	AUX
aiol-8198	9	12	of	of	ADP
aiol-8198	9	13	great	great	ADJ
aiol-8198	9	14	importance	importance	NOUN
aiol-8198	9	15	for	for	ADP
aiol-8198	9	16	issues	issue	NOUN
aiol-8198	9	17	connected	connect	VERB
aiol-8198	9	18	with	with	ADP
aiol-8198	9	19	organizing	organize	VERB
aiol-8198	9	20	water	water	NOUN
aiol-8198	9	21	transport	transport	NOUN
aiol-8198	9	22	between	between	ADP
aiol-8198	9	23	such	such	ADJ
aiol-8198	9	24	settlements	settlement	NOUN
aiol-8198	9	25	as	as	ADP
aiol-8198	9	26	petrozavodsk	petrozavodsk	NOUN
aiol-8198	9	27	,	,	PUNCT
aiol-8198	9	28	medvezhyegorsk	medvezhyegorsk	PROPN
aiol-8198	9	29	,	,	PUNCT
aiol-8198	9	30	kondopoga	kondopoga	NOUN
aiol-8198	9	31	,	,	PUNCT
aiol-8198	9	32	povenets	povenet	NOUN
aiol-8198	9	33	,	,	PUNCT
aiol-8198	9	34	vytegra	vytegra	NOUN
aiol-8198	9	35	,	,	PUNCT
aiol-8198	9	36	voznesenye	voznesenye	NOUN
aiol-8198	9	37	,	,	PUNCT
aiol-8198	9	38	as	as	ADV
aiol-8198	9	39	well	well	ADV
aiol-8198	9	40	as	as	ADP
aiol-8198	9	41	on	on	ADP
aiol-8198	9	42	white	white	PROPN
aiol-8198	9	43	sea	sea	PROPN
aiol-8198	9	44	-	-	PUNCT
aiol-8198	9	45	baltic	baltic	ADJ
aiol-8198	9	46	canal	canal	NOUN
aiol-8198	9	47	and	and	CCONJ
aiol-8198	9	48	volga	volga	ADJ
aiol-8198	9	49	-	-	PUNCT
aiol-8198	9	50	baltic	baltic	ADJ
aiol-8198	9	51	canal	canal	NOUN
aiol-8198	9	52	(	(	PUNCT
aiol-8198	9	53	salo	salo	NOUN
aiol-8198	9	54	and	and	CCONJ
aiol-8198	9	55	nazarova	nazarova	PROPN
aiol-8198	9	56	,	,	PUNCT
aiol-8198	9	57	2011	2011	NUM
aiol-8198	9	58	)	)	PUNCT
aiol-8198	9	59	.	.	PUNCT
aiol-8198	10	1	long	long	ADJ
aiol-8198	10	2	-	-	PUNCT
aiol-8198	10	3	term	term	NOUN
aiol-8198	10	4	variability	variability	NOUN
aiol-8198	10	5	of	of	ADP
aiol-8198	10	6	ice	ice	NOUN
aiol-8198	10	7	regime	regime	NOUN
aiol-8198	10	8	of	of	ADP
aiol-8198	10	9	large	large	ADJ
aiol-8198	10	10	lakes	lake	NOUN
aiol-8198	10	11	on	on	ADP
aiol-8198	10	12	the	the	DET
aiol-8198	10	13	territory	territory	NOUN
aiol-8198	10	14	of	of	ADP
aiol-8198	10	15	the	the	DET
aiol-8198	10	16	republic	republic	NOUN
aiol-8198	10	17	of	of	ADP
aiol-8198	10	18	karelia	karelia	PROPN
aiol-8198	10	19	,	,	PUNCT
aiol-8198	10	20	including	include	VERB
aiol-8198	10	21	lake	lake	NOUN
aiol-8198	10	22	onego	onego	NOUN
aiol-8198	10	23	,	,	PUNCT
aiol-8198	10	24	has	have	AUX
aiol-8198	10	25	been	be	AUX
aiol-8198	10	26	described	describe	VERB
aiol-8198	10	27	by	by	ADP
aiol-8198	10	28	efremova	efremova	PROPN
aiol-8198	10	29	et	et	PROPN
aiol-8198	10	30	al	al	PROPN
aiol-8198	10	31	.	.	PROPN
aiol-8198	11	1	(	(	PUNCT
aiol-8198	11	2	2013	2013	NUM
aiol-8198	11	3	)	)	PUNCT
aiol-8198	11	4	.	.	PUNCT
aiol-8198	12	1	the	the	DET
aiol-8198	12	2	authors	author	NOUN
aiol-8198	12	3	observed	observe	VERB
aiol-8198	12	4	that	that	SCONJ
aiol-8198	12	5	during	during	ADP
aiol-8198	12	6	the	the	DET
aiol-8198	12	7	years	year	NOUN
aiol-8198	12	8	1950	1950	NUM
aiol-8198	12	9	-	-	SYM
aiol-8198	12	10	2009	2009	NUM
aiol-8198	12	11	,	,	PUNCT
aiol-8198	12	12	the	the	DET
aiol-8198	12	13	duration	duration	NOUN
aiol-8198	12	14	of	of	ADP
aiol-8198	12	15	ice	ice	NOUN
aiol-8198	12	16	phenomena	phenomenon	NOUN
aiol-8198	12	17	on	on	ADP
aiol-8198	12	18	lake	lake	PROPN
aiol-8198	12	19	onego	onego	NOUN
aiol-8198	12	20	reduced	reduce	VERB
aiol-8198	12	21	by	by	ADP
aiol-8198	12	22	more	more	ADJ
aiol-8198	12	23	than	than	ADP
aiol-8198	12	24	20	20	NUM
aiol-8198	12	25	days	day	NOUN
aiol-8198	12	26	.	.	PUNCT
aiol-8198	13	1	identified	identify	VERB
aiol-8198	13	2	variability	variability	NOUN
aiol-8198	13	3	patterns	pattern	NOUN
aiol-8198	13	4	of	of	ADP
aiol-8198	13	5	air	air	NOUN
aiol-8198	13	6	temperature	temperature	NOUN
aiol-8198	13	7	influence	influence	NOUN
aiol-8198	13	8	on	on	ADP
aiol-8198	13	9	the	the	DET
aiol-8198	13	10	formation	formation	NOUN
aiol-8198	13	11	and	and	CCONJ
aiol-8198	13	12	break	break	NOUN
aiol-8198	13	13	-	-	PUNCT
aiol-8198	13	14	up	up	NOUN
aiol-8198	13	15	of	of	ADP
aiol-8198	13	16	ice	ice	NOUN
aiol-8198	13	17	cover	cover	NOUN
aiol-8198	13	18	show	show	VERB
aiol-8198	13	19	that	that	SCONJ
aiol-8198	13	20	for	for	ADP
aiol-8198	13	21	lake	lake	PROPN
aiol-8198	13	22	onego	onego	NOUN
aiol-8198	13	23	,	,	PUNCT
aiol-8198	13	24	in	in	ADP
aiol-8198	13	25	particular	particular	ADJ
aiol-8198	13	26	,	,	PUNCT
aiol-8198	13	27	freeze	freeze	VERB
aiol-8198	13	28	-	-	PUNCT
aiol-8198	13	29	up	up	ADP
aiol-8198	13	30	dates	date	NOUN
aiol-8198	13	31	are	be	AUX
aiol-8198	13	32	most	most	ADV
aiol-8198	13	33	accurately	accurately	ADV
aiol-8198	13	34	indicated	indicate	VERB
aiol-8198	13	35	by	by	ADP
aiol-8198	13	36	november	november	PROPN
aiol-8198	13	37	-	-	PUNCT
aiol-8198	13	38	december	december	PROPN
aiol-8198	13	39	average	average	ADJ
aiol-8198	13	40	air	air	NOUN
aiol-8198	13	41	temperature	temperature	NOUN
aiol-8198	13	42	,	,	PUNCT
aiol-8198	13	43	and	and	CCONJ
aiol-8198	13	44	break	break	NOUN
aiol-8198	13	45	-	-	PUNCT
aiol-8198	13	46	up	up	ADP
aiol-8198	13	47	dates	date	NOUN
aiol-8198	13	48	by	by	ADP
aiol-8198	13	49	that	that	PRON
aiol-8198	13	50	of	of	ADP
aiol-8198	13	51	april	april	PROPN
aiol-8198	13	52	-	-	PUNCT
aiol-8198	13	53	may	may	PROPN
aiol-8198	13	54	.	.	PUNCT
aiol-8198	14	1	furthermore	furthermore	ADV
aiol-8198	14	2	,	,	PUNCT
aiol-8198	14	3	a	a	DET
aiol-8198	14	4	±1	±1	VERB
aiol-8198	14	5	°	°	NOUN
aiol-8198	14	6	c	c	NOUN
aiol-8198	14	7	fluctuation	fluctuation	NOUN
aiol-8198	14	8	of	of	ADP
aiol-8198	14	9	average	average	ADJ
aiol-8198	14	10	air	air	NOUN
aiol-8198	14	11	temperature	temperature	NOUN
aiol-8198	14	12	leads	lead	VERB
aiol-8198	14	13	to	to	ADP
aiol-8198	14	14	a	a	DET
aiol-8198	14	15	±4	±4	NUM
aiol-8198	14	16	-	-	PUNCT
aiol-8198	14	17	6	6	NUM
aiol-8198	14	18	days	day	NOUN
aiol-8198	14	19	shift	shift	NOUN
aiol-8198	14	20	of	of	ADP
aiol-8198	14	21	the	the	DET
aiol-8198	14	22	freeze	freeze	VERB
aiol-8198	14	23	-	-	PUNCT
aiol-8198	14	24	up	up	ADP
aiol-8198	14	25	dates	date	NOUN
aiol-8198	14	26	and	and	CCONJ
aiol-8198	14	27	a	a	DET
aiol-8198	14	28	±3	±3	NUM
aiol-8198	14	29	-	-	SYM
aiol-8198	14	30	4	4	NUM
aiol-8198	14	31	days	day	NOUN
aiol-8198	14	32	shift	shift	NOUN
aiol-8198	14	33	of	of	ADP
aiol-8198	14	34	the	the	DET
aiol-8198	14	35	break	break	NOUN
aiol-8198	14	36	-	-	PUNCT
aiol-8198	14	37	up	up	ADP
aiol-8198	14	38	dates	date	NOUN
aiol-8198	14	39	(	(	PUNCT
aiol-8198	14	40	efremova	efremova	X
aiol-8198	14	41	et	et	PROPN
aiol-8198	14	42	al	al	PROPN
aiol-8198	14	43	.	.	PROPN
aiol-8198	14	44	,	,	PUNCT
aiol-8198	14	45	2013	2013	NUM
aiol-8198	14	46	)	)	PUNCT
aiol-8198	14	47	.	.	PUNCT
aiol-8198	15	1	it	it	PRON
aiol-8198	15	2	is	be	AUX
aiol-8198	15	3	important	important	ADJ
aiol-8198	15	4	to	to	PART
aiol-8198	15	5	note	note	VERB
aiol-8198	15	6	that	that	SCONJ
aiol-8198	15	7	these	these	DET
aiol-8198	15	8	results	result	NOUN
aiol-8198	15	9	were	be	AUX
aiol-8198	15	10	derived	derive	VERB
aiol-8198	15	11	from	from	ADP
aiol-8198	15	12	visual	visual	ADJ
aiol-8198	15	13	ice	ice	NOUN
aiol-8198	15	14	cover	cover	NOUN
aiol-8198	15	15	data	datum	NOUN
aiol-8198	15	16	at	at	ADP
aiol-8198	15	17	the	the	DET
aiol-8198	15	18	observation	observation	NOUN
aiol-8198	15	19	stations	station	NOUN
aiol-8198	15	20	of	of	ADP
aiol-8198	15	21	the	the	DET
aiol-8198	15	22	russian	russian	ADJ
aiol-8198	15	23	meteorological	meteorological	ADJ
aiol-8198	15	24	service	service	NOUN
aiol-8198	15	25	and	and	CCONJ
aiol-8198	15	26	that	that	SCONJ
aiol-8198	15	27	they	they	PRON
aiol-8198	15	28	are	be	AUX
aiol-8198	15	29	relevant	relevant	ADJ
aiol-8198	15	30	for	for	ADP
aiol-8198	15	31	small	small	ADJ
aiol-8198	15	32	lakes	lake	NOUN
aiol-8198	15	33	,	,	PUNCT
aiol-8198	15	34	which	which	PRON
aiol-8198	15	35	can	can	AUX
aiol-8198	15	36	visually	visually	ADV
aiol-8198	15	37	inspected	inspect	VERB
aiol-8198	15	38	by	by	ADP
aiol-8198	15	39	the	the	DET
aiol-8198	15	40	observers	observer	NOUN
aiol-8198	15	41	.	.	PUNCT
aiol-8198	16	1	in	in	ADP
aiol-8198	16	2	case	case	NOUN
aiol-8198	16	3	of	of	ADP
aiol-8198	16	4	lake	lake	PROPN
aiol-8198	16	5	onego	onego	PROPN
aiol-8198	16	6	,	,	PUNCT
aiol-8198	16	7	the	the	DET
aiol-8198	16	8	observation	observation	NOUN
aiol-8198	16	9	is	be	AUX
aiol-8198	16	10	focused	focus	VERB
aiol-8198	16	11	on	on	ADP
aiol-8198	16	12	the	the	DET
aiol-8198	16	13	ice	ice	NOUN
aiol-8198	16	14	cover	cover	NOUN
aiol-8198	16	15	condition	condition	NOUN
aiol-8198	16	16	of	of	ADP
aiol-8198	16	17	petrozavodsk	petrozavodsk	PROPN
aiol-8198	16	18	bay	bay	PROPN
aiol-8198	16	19	.	.	PUNCT
aiol-8198	17	1	its	its	PRON
aiol-8198	17	2	surface	surface	NOUN
aiol-8198	17	3	area	area	NOUN
aiol-8198	17	4	is	be	AUX
aiol-8198	17	5	less	less	ADJ
aiol-8198	17	6	than	than	ADP
aiol-8198	17	7	2	2	NUM
aiol-8198	17	8	%	%	NOUN
aiol-8198	17	9	of	of	ADP
aiol-8198	17	10	the	the	DET
aiol-8198	17	11	total	total	ADJ
aiol-8198	17	12	surface	surface	NOUN
aiol-8198	17	13	area	area	NOUN
aiol-8198	17	14	of	of	ADP
aiol-8198	17	15	lake	lake	PROPN
aiol-8198	17	16	onego	onego	PROPN
aiol-8198	17	17	,	,	PUNCT
aiol-8198	17	18	which	which	PRON
aiol-8198	17	19	is	be	AUX
aiol-8198	17	20	not	not	PART
aiol-8198	17	21	sufficient	sufficient	ADJ
aiol-8198	17	22	for	for	ADP
aiol-8198	17	23	estimating	estimate	VERB
aiol-8198	17	24	the	the	DET
aiol-8198	17	25	indicative	indicative	ADJ
aiol-8198	17	26	periods	period	NOUN
aiol-8198	17	27	of	of	ADP
aiol-8198	17	28	the	the	DET
aiol-8198	17	29	ice	ice	NOUN
aiol-8198	17	30	regime	regime	NOUN
aiol-8198	17	31	.	.	PUNCT
aiol-8198	18	1	long	long	ADJ
aiol-8198	18	2	-	-	PUNCT
aiol-8198	18	3	term	term	NOUN
aiol-8198	18	4	variability	variability	NOUN
aiol-8198	18	5	of	of	ADP
aiol-8198	18	6	the	the	DET
aiol-8198	18	7	ice	ice	NOUN
aiol-8198	18	8	regime	regime	NOUN
aiol-8198	18	9	on	on	ADP
aiol-8198	18	10	lake	lake	PROPN
aiol-8198	18	11	onego	onego	PROPN
aiol-8198	18	12	was	be	AUX
aiol-8198	18	13	described	describe	VERB
aiol-8198	18	14	by	by	ADP
aiol-8198	18	15	salo	salo	PROPN
aiol-8198	18	16	and	and	CCONJ
aiol-8198	18	17	nazarova	nazarova	PROPN
aiol-8198	18	18	(	(	PUNCT
aiol-8198	18	19	2011	2011	NUM
aiol-8198	18	20	)	)	PUNCT
aiol-8198	18	21	based	base	VERB
aiol-8198	18	22	on	on	ADP
aiol-8198	18	23	air	air	NOUN
aiol-8198	18	24	observations	observation	NOUN
aiol-8198	18	25	of	of	ADP
aiol-8198	18	26	ice	ice	NOUN
aiol-8198	18	27	for	for	ADP
aiol-8198	18	28	the	the	DET
aiol-8198	18	29	period	period	NOUN
aiol-8198	18	30	of	of	ADP
aiol-8198	18	31	1955	1955	NUM
aiol-8198	18	32	-	-	SYM
aiol-8198	18	33	1990	1990	NUM
aiol-8198	18	34	performed	perform	VERB
aiol-8198	18	35	by	by	ADP
aiol-8198	18	36	air	air	NOUN
aiol-8198	18	37	research	research	NOUN
aiol-8198	18	38	office	office	NOUN
aiol-8198	18	39	of	of	ADP
aiol-8198	18	40	the	the	DET
aiol-8198	18	41	north	north	NOUN
aiol-8198	18	42	-	-	PUNCT
aiol-8198	18	43	west	west	NOUN
aiol-8198	18	44	,	,	PUNCT
aiol-8198	18	45	the	the	DET
aiol-8198	18	46	federal	federal	ADJ
aiol-8198	18	47	service	service	NOUN
aiol-8198	18	48	for	for	ADP
aiol-8198	18	49	hydrometeorology	hydrometeorology	NOUN
aiol-8198	18	50	and	and	CCONJ
aiol-8198	18	51	environmental	environmental	ADJ
aiol-8198	18	52	monitoring	monitoring	NOUN
aiol-8198	18	53	.	.	PUNCT
aiol-8198	19	1	based	base	VERB
aiol-8198	19	2	on	on	ADP
aiol-8198	19	3	the	the	DET
aiol-8198	19	4	data	datum	NOUN
aiol-8198	19	5	,	,	PUNCT
aiol-8198	19	6	the	the	DET
aiol-8198	19	7	correlation	correlation	NOUN
aiol-8198	19	8	between	between	ADP
aiol-8198	19	9	indicative	indicative	ADJ
aiol-8198	19	10	periods	period	NOUN
aiol-8198	19	11	,	,	PUNCT
aiol-8198	19	12	the	the	DET
aiol-8198	19	13	duration	duration	NOUN
aiol-8198	19	14	of	of	ADP
aiol-8198	19	15	ice	ice	NOUN
aiol-8198	19	16	phenomena	phenomenon	NOUN
aiol-8198	19	17	,	,	PUNCT
aiol-8198	19	18	air	air	NOUN
aiol-8198	19	19	temperature	temperature	NOUN
aiol-8198	19	20	(	(	PUNCT
aiol-8198	19	21	weather	weather	NOUN
aiol-8198	19	22	station	station	NOUN
aiol-8198	19	23	petrozavodsk	petrozavodsk	NOUN
aiol-8198	19	24	)	)	PUNCT
aiol-8198	19	25	,	,	PUNCT
aiol-8198	19	26	and	and	CCONJ
aiol-8198	19	27	nao	nao	PROPN
aiol-8198	19	28	(	(	PUNCT
aiol-8198	19	29	northern	northern	ADJ
aiol-8198	19	30	atlantic	atlantic	ADJ
aiol-8198	19	31	oscillation	oscillation	PROPN
aiol-8198	19	32	)	)	PUNCT
aiol-8198	19	33	index	index	NOUN
aiol-8198	19	34	was	be	AUX
aiol-8198	19	35	traced	trace	VERB
aiol-8198	19	36	.	.	PUNCT
aiol-8198	20	1	it	it	PRON
aiol-8198	20	2	is	be	AUX
aiol-8198	20	3	worth	worth	ADJ
aiol-8198	20	4	noting	note	VERB
aiol-8198	20	5	that	that	SCONJ
aiol-8198	20	6	the	the	DET
aiol-8198	20	7	data	datum	NOUN
aiol-8198	20	8	obtained	obtain	VERB
aiol-8198	20	9	from	from	ADP
aiol-8198	20	10	ice	ice	NOUN
aiol-8198	20	11	surface	surface	NOUN
aiol-8198	20	12	mapping	mapping	NOUN
aiol-8198	20	13	of	of	ADP
aiol-8198	20	14	lake	lake	PROPN
aiol-8198	20	15	onego	onego	PROPN
aiol-8198	20	16	used	use	VERB
aiol-8198	20	17	in	in	ADP
aiol-8198	20	18	the	the	DET
aiol-8198	20	19	study	study	NOUN
aiol-8198	20	20	(	(	PUNCT
aiol-8198	20	21	salo	salo	NOUN
aiol-8198	20	22	and	and	CCONJ
aiol-8198	20	23	nazarova	nazarova	PROPN
aiol-8198	20	24	,	,	PUNCT
aiol-8198	20	25	2011	2011	NUM
aiol-8198	20	26	)	)	PUNCT
aiol-8198	20	27	lacks	lack	VERB
aiol-8198	20	28	sufficient	sufficient	ADJ
aiol-8198	20	29	time	time	NOUN
aiol-8198	20	30	interval	interval	NOUN
aiol-8198	20	31	for	for	ADP
aiol-8198	20	32	proper	proper	ADJ
aiol-8198	20	33	evaluation	evaluation	NOUN
aiol-8198	20	34	of	of	ADP
aiol-8198	20	35	indicative	indicative	ADJ
aiol-8198	20	36	dates	date	NOUN
aiol-8198	20	37	of	of	ADP
aiol-8198	20	38	ice	ice	NOUN
aiol-8198	20	39	regime	regime	NOUN
aiol-8198	20	40	and	and	CCONJ
aiol-8198	20	41	the	the	DET
aiol-8198	20	42	analysis	analysis	NOUN
aiol-8198	20	43	of	of	ADP
aiol-8198	20	44	chronological	chronological	ADJ
aiol-8198	20	45	ice	ice	NOUN
aiol-8198	20	46	coverage	coverage	NOUN
aiol-8198	20	47	progress	progress	NOUN
aiol-8198	20	48	(	(	PUNCT
aiol-8198	20	49	510	510	NUM
aiol-8198	20	50	air	air	NOUN
aiol-8198	20	51	observations	observation	NOUN
aiol-8198	20	52	within	within	ADP
aiol-8198	20	53	the	the	DET
aiol-8198	20	54	period	period	NOUN
aiol-8198	20	55	of	of	ADP
aiol-8198	20	56	ice	ice	NOUN
aiol-8198	20	57	formation	formation	NOUN
aiol-8198	20	58	)	)	PUNCT
aiol-8198	20	59	.	.	PUNCT
aiol-8198	21	1	article	article	NOUN
aiol-8198	21	2	variations	variation	NOUN
aiol-8198	21	3	of	of	ADP
aiol-8198	21	4	indicative	indicative	ADJ
aiol-8198	21	5	dates	date	NOUN
aiol-8198	21	6	of	of	ADP
aiol-8198	21	7	ice	ice	NOUN
aiol-8198	21	8	regime	regime	NOUN
aiol-8198	21	9	on	on	ADP
aiol-8198	21	10	lake	lake	PROPN
aiol-8198	21	11	onego	onego	PROPN
aiol-8198	21	12	based	base	VERB
aiol-8198	21	13	on	on	ADP
aiol-8198	21	14	ground	ground	NOUN
aiol-8198	21	15	air	air	NOUN
aiol-8198	21	16	temperature	temperature	NOUN
aiol-8198	21	17	vyacheslav	vyacheslav	NOUN
aiol-8198	21	18	n.	n.	NOUN
aiol-8198	21	19	baklagin	baklagin	PROPN
aiol-8198	21	20	northern	northern	ADJ
aiol-8198	21	21	water	water	PROPN
aiol-8198	21	22	problems	problem	NOUN
aiol-8198	21	23	institute	institute	PROPN
aiol-8198	21	24	,	,	PUNCT
aiol-8198	21	25	karelian	karelian	PROPN
aiol-8198	21	26	research	research	NOUN
aiol-8198	21	27	centre	centre	PROPN
aiol-8198	21	28	,	,	PUNCT
aiol-8198	21	29	russian	russian	ADJ
aiol-8198	21	30	academy	academy	PROPN
aiol-8198	21	31	of	of	ADP
aiol-8198	21	32	sciences	sciences	PROPN
aiol-8198	21	33	,	,	PUNCT
aiol-8198	21	34	aleksander	aleksander	PROPN
aiol-8198	21	35	nevsky	nevsky	PROPN
aiol-8198	21	36	st	st	PROPN
aiol-8198	21	37	.	.	PROPN
aiol-8198	21	38	50	50	NUM
aiol-8198	21	39	,	,	PUNCT
aiol-8198	21	40	185030	185030	NUM
aiol-8198	21	41	petrozavodsk	petrozavodsk	NOUN
aiol-8198	21	42	,	,	PUNCT
aiol-8198	21	43	republic	republic	NOUN
aiol-8198	21	44	of	of	ADP
aiol-8198	21	45	karelia	karelia	PROPN
aiol-8198	21	46	,	,	PUNCT
aiol-8198	21	47	russia	russia	PROPN
aiol-8198	21	48	abstract	abstract	NOUN
aiol-8198	21	49	the	the	DET
aiol-8198	21	50	paper	paper	NOUN
aiol-8198	21	51	shows	show	VERB
aiol-8198	21	52	the	the	DET
aiol-8198	21	53	changes	change	NOUN
aiol-8198	21	54	in	in	ADP
aiol-8198	21	55	the	the	DET
aiol-8198	21	56	dates	date	NOUN
aiol-8198	21	57	(	(	PUNCT
aiol-8198	21	58	complete	complete	ADJ
aiol-8198	21	59	freeze	freeze	NOUN
aiol-8198	21	60	-	-	PUNCT
aiol-8198	21	61	up	up	NOUN
aiol-8198	21	62	,	,	PUNCT
aiol-8198	21	63	±5	±5	VERB
aiol-8198	21	64	days/	days/	NOUN
aiol-8198	21	65	°	°	NOUN
aiol-8198	21	66	c	c	NOUN
aiol-8198	21	67	and	and	CCONJ
aiol-8198	21	68	complete	complete	ADJ
aiol-8198	21	69	ice	ice	NOUN
aiol-8198	21	70	clearance	clearance	NOUN
aiol-8198	21	71	,	,	PUNCT
aiol-8198	21	72	±3	±3	ADJ
aiol-8198	21	73	days/	days/	NOUN
aiol-8198	21	74	°	°	NOUN
aiol-8198	21	75	c	c	NOUN
aiol-8198	21	76	)	)	PUNCT
aiol-8198	21	77	of	of	ADP
aiol-8198	21	78	the	the	DET
aiol-8198	21	79	ice	ice	NOUN
aiol-8198	21	80	regime	regime	NOUN
aiol-8198	21	81	in	in	ADP
aiol-8198	21	82	lake	lake	PROPN
aiol-8198	21	83	onego	onego	NOUN
aiol-8198	21	84	depending	depend	VERB
aiol-8198	21	85	on	on	ADP
aiol-8198	21	86	changes	change	NOUN
aiol-8198	21	87	in	in	ADP
aiol-8198	21	88	average	average	ADJ
aiol-8198	21	89	air	air	NOUN
aiol-8198	21	90	temperature	temperature	NOUN
aiol-8198	21	91	within	within	ADP
aiol-8198	21	92	the	the	DET
aiol-8198	21	93	preceding	precede	VERB
aiol-8198	21	94	two	two	NUM
aiol-8198	21	95	-	-	PUNCT
aiol-8198	21	96	month	month	NOUN
aiol-8198	21	97	periods	period	NOUN
aiol-8198	21	98	(	(	PUNCT
aiol-8198	21	99	autumn	autumn	NOUN
aiol-8198	21	100	and	and	CCONJ
aiol-8198	21	101	spring	spring	NOUN
aiol-8198	21	102	)	)	PUNCT
aiol-8198	21	103	.	.	PUNCT
aiol-8198	22	1	the	the	DET
aiol-8198	22	2	regression	regression	NOUN
aiol-8198	22	3	equations	equation	NOUN
aiol-8198	22	4	for	for	ADP
aiol-8198	22	5	their	their	PRON
aiol-8198	22	6	calculation	calculation	NOUN
aiol-8198	22	7	based	base	VERB
aiol-8198	22	8	on	on	ADP
aiol-8198	22	9	previous	previous	ADJ
aiol-8198	22	10	threeand	threeand	NOUN
aiol-8198	22	11	four	four	NUM
aiol-8198	22	12	-	-	PUNCT
aiol-8198	22	13	month	month	NOUN
aiol-8198	22	14	periods	period	NOUN
aiol-8198	22	15	according	accord	VERB
aiol-8198	22	16	to	to	ADP
aiol-8198	22	17	the	the	DET
aiol-8198	22	18	20002018	20002018	NUM
aiol-8198	22	19	data	datum	NOUN
aiol-8198	22	20	are	be	AUX
aiol-8198	22	21	also	also	ADV
aiol-8198	22	22	provided	provide	VERB
aiol-8198	22	23	.	.	PUNCT
aiol-8198	23	1	indicative	indicative	ADJ
aiol-8198	23	2	dates	date	NOUN
aiol-8198	23	3	of	of	ADP
aiol-8198	23	4	ice	ice	NOUN
aiol-8198	23	5	regime	regime	NOUN
aiol-8198	23	6	based	base	VERB
aiol-8198	23	7	on	on	ADP
aiol-8198	23	8	accumulated	accumulate	VERB
aiol-8198	23	9	air	air	NOUN
aiol-8198	23	10	temperatures	temperature	NOUN
aiol-8198	23	11	within	within	ADP
aiol-8198	23	12	the	the	DET
aiol-8198	23	13	ice	ice	NOUN
aiol-8198	23	14	period	period	NOUN
aiol-8198	23	15	of	of	ADP
aiol-8198	23	16	lake	lake	PROPN
aiol-8198	23	17	onego	onego	PROPN
aiol-8198	23	18	were	be	AUX
aiol-8198	23	19	also	also	ADV
aiol-8198	23	20	established	establish	VERB
aiol-8198	23	21	(	(	PUNCT
aiol-8198	23	22	early	early	ADJ
aiol-8198	23	23	formation	formation	NOUN
aiol-8198	23	24	of	of	ADP
aiol-8198	23	25	ice	ice	NOUN
aiol-8198	23	26	phenomena	phenomenon	NOUN
aiol-8198	23	27	,	,	PUNCT
aiol-8198	23	28	complete	complete	ADJ
aiol-8198	23	29	freeze	freeze	NOUN
aiol-8198	23	30	-	-	PUNCT
aiol-8198	23	31	up	up	ADP
aiol-8198	23	32	phase	phase	NOUN
aiol-8198	23	33	,	,	PUNCT
aiol-8198	23	34	beginning	begin	VERB
aiol-8198	23	35	of	of	ADP
aiol-8198	23	36	the	the	DET
aiol-8198	23	37	break	break	NOUN
aiol-8198	23	38	-	-	PUNCT
aiol-8198	23	39	up	up	ADP
aiol-8198	23	40	phase	phase	NOUN
aiol-8198	23	41	and	and	CCONJ
aiol-8198	23	42	complete	complete	ADJ
aiol-8198	23	43	ice	ice	NOUN
aiol-8198	23	44	clearance	clearance	NOUN
aiol-8198	23	45	)	)	PUNCT
aiol-8198	23	46	.	.	PUNCT
aiol-8198	24	1	together	together	ADV
aiol-8198	24	2	with	with	ADP
aiol-8198	24	3	the	the	DET
aiol-8198	24	4	data	datum	NOUN
aiol-8198	24	5	on	on	ADP
aiol-8198	24	6	expected	expect	VERB
aiol-8198	24	7	air	air	NOUN
aiol-8198	24	8	temperature	temperature	NOUN
aiol-8198	24	9	above	above	ADP
aiol-8198	24	10	the	the	DET
aiol-8198	24	11	lake	lake	NOUN
aiol-8198	24	12	’s	’s	PART
aiol-8198	24	13	surface	surface	NOUN
aiol-8198	24	14	,	,	PUNCT
aiol-8198	24	15	these	these	DET
aiol-8198	24	16	dependencies	dependency	NOUN
aiol-8198	24	17	enable	enable	VERB
aiol-8198	24	18	us	we	PRON
aiol-8198	24	19	to	to	PART
aiol-8198	24	20	predict	predict	VERB
aiol-8198	24	21	the	the	DET
aiol-8198	24	22	indicative	indicative	ADJ
aiol-8198	24	23	dates	date	NOUN
aiol-8198	24	24	of	of	ADP
aiol-8198	24	25	the	the	DET
aiol-8198	24	26	ice	ice	NOUN
aiol-8198	24	27	regime	regime	NOUN
aiol-8198	24	28	.	.	PUNCT
aiol-8198	25	1	non	non	ADJ
aiol-8198	25	2	-co	-co	PROPN
aiol-8198	25	3	mmerc	mmerc	PROPN
aiol-8198	25	4	ial	ial	PROPN
aiol-8198	25	5	us	us	PROPN
aiol-8198	26	1	e	e	NOUN
aiol-8198	26	2	o	o	NOUN
aiol-8198	26	3	nly	nly	ADV
aiol-8198	26	4	variations	variation	NOUN
aiol-8198	26	5	of	of	ADP
aiol-8198	26	6	indicative	indicative	ADJ
aiol-8198	26	7	dates	date	NOUN
aiol-8198	26	8	of	of	ADP
aiol-8198	26	9	ice	ice	NOUN
aiol-8198	26	10	regime	regime	NOUN
aiol-8198	26	11	on	on	ADP
aiol-8198	26	12	lake	lake	PROPN
aiol-8198	26	13	onego	onego	PROPN
aiol-8198	26	14	based	base	VERB
aiol-8198	26	15	on	on	ADP
aiol-8198	26	16	ground	ground	NOUN
aiol-8198	26	17	air	air	NOUN
aiol-8198	26	18	temperature	temperature	NOUN
aiol-8198	26	19	25	25	NUM
aiol-8198	26	20	the	the	DET
aiol-8198	26	21	maximum	maximum	ADJ
aiol-8198	26	22	alternation	alternation	NOUN
aiol-8198	26	23	rate	rate	NOUN
aiol-8198	26	24	of	of	ADP
aiol-8198	26	25	ice	ice	NOUN
aiol-8198	26	26	coverage	coverage	NOUN
aiol-8198	26	27	of	of	ADP
aiol-8198	26	28	lake	lake	PROPN
aiol-8198	26	29	onego	onego	NOUN
aiol-8198	26	30	per	per	ADP
aiol-8198	26	31	24	24	NUM
aiol-8198	26	32	hours	hour	NOUN
aiol-8198	26	33	for	for	ADP
aiol-8198	26	34	the	the	DET
aiol-8198	26	35	years	year	NOUN
aiol-8198	26	36	2000	2000	NUM
aiol-8198	26	37	-	-	SYM
aiol-8198	26	38	2018	2018	NUM
aiol-8198	26	39	is	be	AUX
aiol-8198	26	40	62.5	62.5	NUM
aiol-8198	26	41	%	%	NOUN
aiol-8198	26	42	(	(	PUNCT
aiol-8198	26	43	registered	register	VERB
aiol-8198	26	44	by	by	ADP
aiol-8198	26	45	modis	modis	PROPN
aiol-8198	26	46	sensor	sensor	NOUN
aiol-8198	26	47	,	,	PUNCT
aiol-8198	26	48	from	from	ADP
aiol-8198	26	49	8th	8th	ADJ
aiol-8198	26	50	to	to	ADP
aiol-8198	26	51	9th	9th	ADJ
aiol-8198	26	52	january	january	PROPN
aiol-8198	26	53	,	,	PUNCT
aiol-8198	26	54	2016	2016	NUM
aiol-8198	26	55	)	)	PUNCT
aiol-8198	26	56	.	.	PUNCT
aiol-8198	27	1	more	more	ADV
aiol-8198	27	2	reliable	reliable	ADJ
aiol-8198	27	3	information	information	NOUN
aiol-8198	27	4	on	on	ADP
aiol-8198	27	5	the	the	DET
aiol-8198	27	6	ice	ice	NOUN
aiol-8198	27	7	cover	cover	NOUN
aiol-8198	27	8	of	of	ADP
aiol-8198	27	9	lakes	lake	NOUN
aiol-8198	27	10	is	be	AUX
aiol-8198	27	11	obtained	obtain	VERB
aiol-8198	27	12	from	from	ADP
aiol-8198	27	13	satellite	satellite	NOUN
aiol-8198	27	14	observations	observation	NOUN
aiol-8198	27	15	(	(	PUNCT
aiol-8198	27	16	karetnikov	karetnikov	NOUN
aiol-8198	27	17	and	and	CCONJ
aiol-8198	27	18	naumenko	naumenko	NOUN
aiol-8198	27	19	,	,	PUNCT
aiol-8198	27	20	2008	2008	NUM
aiol-8198	27	21	;	;	PUNCT
aiol-8198	27	22	assel	assel	NOUN
aiol-8198	27	23	et	et	PROPN
aiol-8198	27	24	al	al	PROPN
aiol-8198	27	25	.	.	PROPN
aiol-8198	27	26	,	,	PUNCT
aiol-8198	27	27	2004	2004	NUM
aiol-8198	27	28	;	;	PUNCT
aiol-8198	27	29	baklagin	baklagin	NOUN
aiol-8198	27	30	,	,	PUNCT
aiol-8198	27	31	2018	2018	NUM
aiol-8198	27	32	)	)	PUNCT
aiol-8198	27	33	.	.	PUNCT
aiol-8198	28	1	for	for	ADP
aiol-8198	28	2	the	the	DET
aiol-8198	28	3	last	last	ADJ
aiol-8198	28	4	few	few	ADJ
aiol-8198	28	5	years	year	NOUN
aiol-8198	28	6	,	,	PUNCT
aiol-8198	28	7	daily	daily	ADJ
aiol-8198	28	8	satellite	satellite	NOUN
aiol-8198	28	9	surveys	survey	NOUN
aiol-8198	28	10	of	of	ADP
aiol-8198	28	11	the	the	DET
aiol-8198	28	12	earth	earth	NOUN
aiol-8198	28	13	using	use	VERB
aiol-8198	28	14	various	various	ADJ
aiol-8198	28	15	ranges	range	NOUN
aiol-8198	28	16	(	(	PUNCT
aiol-8198	28	17	visual	visual	ADJ
aiol-8198	28	18	,	,	PUNCT
aiol-8198	28	19	infrared	infrare	VERB
aiol-8198	28	20	,	,	PUNCT
aiol-8198	28	21	microwave	microwave	NOUN
aiol-8198	28	22	)	)	PUNCT
aiol-8198	28	23	,	,	PUNCT
aiol-8198	28	24	have	have	AUX
aiol-8198	28	25	collected	collect	VERB
aiol-8198	28	26	large	large	ADJ
aiol-8198	28	27	amounts	amount	NOUN
aiol-8198	28	28	of	of	ADP
aiol-8198	28	29	data	datum	NOUN
aiol-8198	28	30	including	include	VERB
aiol-8198	28	31	the	the	DET
aiol-8198	28	32	data	datum	NOUN
aiol-8198	28	33	about	about	ADP
aiol-8198	28	34	snow	snow	NOUN
aiol-8198	28	35	and	and	CCONJ
aiol-8198	28	36	ice	ice	NOUN
aiol-8198	28	37	cover	cover	NOUN
aiol-8198	28	38	of	of	ADP
aiol-8198	28	39	the	the	DET
aiol-8198	28	40	planet	planet	NOUN
aiol-8198	28	41	.	.	PUNCT
aiol-8198	29	1	for	for	ADP
aiol-8198	29	2	this	this	DET
aiol-8198	29	3	reason	reason	NOUN
aiol-8198	29	4	,	,	PUNCT
aiol-8198	29	5	it	it	PRON
aiol-8198	29	6	is	be	AUX
aiol-8198	29	7	necessary	necessary	ADJ
aiol-8198	29	8	to	to	PART
aiol-8198	29	9	update	update	VERB
aiol-8198	29	10	previous	previous	ADJ
aiol-8198	29	11	studies	study	NOUN
aiol-8198	29	12	(	(	PUNCT
aiol-8198	29	13	salo	salo	NOUN
aiol-8198	29	14	and	and	CCONJ
aiol-8198	29	15	nazarova	nazarova	PROPN
aiol-8198	29	16	,	,	PUNCT
aiol-8198	29	17	2011	2011	NUM
aiol-8198	29	18	;	;	PUNCT
aiol-8198	30	1	efremova	efremova	PROPN
aiol-8198	30	2	et	et	PROPN
aiol-8198	30	3	al	al	PROPN
aiol-8198	30	4	.	.	PROPN
aiol-8198	30	5	,	,	PUNCT
aiol-8198	30	6	2013	2013	NUM
aiol-8198	30	7	)	)	PUNCT
aiol-8198	30	8	based	base	VERB
aiol-8198	30	9	on	on	ADP
aiol-8198	30	10	present	present	ADJ
aiol-8198	30	11	satellite	satellite	NOUN
aiol-8198	30	12	data	datum	NOUN
aiol-8198	30	13	and	and	CCONJ
aiol-8198	30	14	to	to	PART
aiol-8198	30	15	confirm	confirm	VERB
aiol-8198	30	16	previously	previously	ADV
aiol-8198	30	17	identified	identify	VERB
aiol-8198	30	18	correlations	correlation	NOUN
aiol-8198	30	19	.	.	PUNCT
aiol-8198	31	1	besides	besides	SCONJ
aiol-8198	31	2	that	that	PRON
aiol-8198	31	3	,	,	PUNCT
aiol-8198	31	4	we	we	PRON
aiol-8198	31	5	need	need	VERB
aiol-8198	31	6	to	to	PART
aiol-8198	31	7	analyze	analyze	VERB
aiol-8198	31	8	the	the	DET
aiol-8198	31	9	potential	potential	ADJ
aiol-8198	31	10	influence	influence	NOUN
aiol-8198	31	11	of	of	ADP
aiol-8198	31	12	temperature	temperature	NOUN
aiol-8198	31	13	conditions	condition	NOUN
aiol-8198	31	14	and	and	CCONJ
aiol-8198	31	15	some	some	DET
aiol-8198	31	16	other	other	ADJ
aiol-8198	31	17	meteorological	meteorological	ADJ
aiol-8198	31	18	factors	factor	NOUN
aiol-8198	31	19	(	(	PUNCT
aiol-8198	31	20	such	such	ADJ
aiol-8198	31	21	as	as	ADP
aiol-8198	31	22	wind	wind	NOUN
aiol-8198	31	23	and	and	CCONJ
aiol-8198	31	24	snow	snow	NOUN
aiol-8198	31	25	cover	cover	NOUN
aiol-8198	31	26	depth	depth	NOUN
aiol-8198	31	27	)	)	PUNCT
aiol-8198	31	28	on	on	ADP
aiol-8198	31	29	ice	ice	NOUN
aiol-8198	31	30	cover	cover	NOUN
aiol-8198	31	31	formation	formation	NOUN
aiol-8198	31	32	and	and	CCONJ
aiol-8198	31	33	break	break	NOUN
aiol-8198	31	34	-	-	PUNCT
aiol-8198	31	35	up	up	NOUN
aiol-8198	31	36	on	on	ADP
aiol-8198	31	37	lake	lake	PROPN
aiol-8198	31	38	onego	onego	NOUN
aiol-8198	31	39	,	,	PUNCT
aiol-8198	31	40	since	since	SCONJ
aiol-8198	31	41	these	these	DET
aiol-8198	31	42	issues	issue	NOUN
aiol-8198	31	43	have	have	AUX
aiol-8198	31	44	not	not	PART
aiol-8198	31	45	been	be	AUX
aiol-8198	31	46	fully	fully	ADV
aiol-8198	31	47	described	describe	VERB
aiol-8198	31	48	in	in	ADP
aiol-8198	31	49	the	the	DET
aiol-8198	31	50	available	available	ADJ
aiol-8198	31	51	studies	study	NOUN
aiol-8198	31	52	.	.	PUNCT
aiol-8198	32	1	the	the	DET
aiol-8198	32	2	purpose	purpose	NOUN
aiol-8198	32	3	of	of	ADP
aiol-8198	32	4	this	this	DET
aiol-8198	32	5	study	study	NOUN
aiol-8198	32	6	is	be	AUX
aiol-8198	32	7	to	to	PART
aiol-8198	32	8	identify	identify	VERB
aiol-8198	32	9	statistical	statistical	ADJ
aiol-8198	32	10	correlations	correlation	NOUN
aiol-8198	32	11	between	between	ADP
aiol-8198	32	12	meteorological	meteorological	ADJ
aiol-8198	32	13	parameters	parameter	NOUN
aiol-8198	32	14	and	and	CCONJ
aiol-8198	32	15	the	the	DET
aiol-8198	32	16	ice	ice	NOUN
aiol-8198	32	17	regime	regime	NOUN
aiol-8198	32	18	characteristics	characteristic	NOUN
aiol-8198	32	19	of	of	ADP
aiol-8198	32	20	lake	lake	PROPN
aiol-8198	32	21	onego	onego	NOUN
aiol-8198	32	22	calculated	calculate	VERB
aiol-8198	32	23	on	on	ADP
aiol-8198	32	24	the	the	DET
aiol-8198	32	25	basis	basis	NOUN
aiol-8198	32	26	of	of	ADP
aiol-8198	32	27	satellite	satellite	NOUN
aiol-8198	32	28	data	datum	NOUN
aiol-8198	32	29	within	within	ADP
aiol-8198	32	30	the	the	DET
aiol-8198	32	31	years	year	NOUN
aiol-8198	32	32	2000	2000	NUM
aiol-8198	32	33	-	-	SYM
aiol-8198	32	34	2018	2018	NUM
aiol-8198	32	35	.	.	PUNCT
aiol-8198	33	1	methods	method	NOUN
aiol-8198	33	2	identification	identification	NOUN
aiol-8198	33	3	of	of	ADP
aiol-8198	33	4	the	the	DET
aiol-8198	33	5	ice	ice	NOUN
aiol-8198	33	6	regime	regime	NOUN
aiol-8198	33	7	in	in	ADP
aiol-8198	33	8	lake	lake	PROPN
aiol-8198	33	9	onego	onego	NOUN
aiol-8198	33	10	given	give	VERB
aiol-8198	33	11	the	the	DET
aiol-8198	33	12	possible	possible	ADJ
aiol-8198	33	13	quick	quick	ADJ
aiol-8198	33	14	changes	change	NOUN
aiol-8198	33	15	in	in	ADP
aiol-8198	33	16	areas	area	NOUN
aiol-8198	33	17	of	of	ADP
aiol-8198	33	18	ice	ice	NOUN
aiol-8198	33	19	phenomena	phenomenon	NOUN
aiol-8198	33	20	on	on	ADP
aiol-8198	33	21	lake	lake	PROPN
aiol-8198	33	22	onego	onego	PROPN
aiol-8198	33	23	(	(	PUNCT
aiol-8198	33	24	up	up	ADP
aiol-8198	33	25	to	to	PART
aiol-8198	33	26	63	63	NUM
aiol-8198	33	27	%	%	NOUN
aiol-8198	33	28	per	per	ADP
aiol-8198	33	29	24	24	NUM
aiol-8198	33	30	hours	hour	NOUN
aiol-8198	33	31	)	)	PUNCT
aiol-8198	33	32	,	,	PUNCT
aiol-8198	33	33	the	the	DET
aiol-8198	33	34	ice	ice	NOUN
aiol-8198	33	35	regime	regime	NOUN
aiol-8198	33	36	characteristics	characteristic	NOUN
aiol-8198	33	37	of	of	ADP
aiol-8198	33	38	lake	lake	PROPN
aiol-8198	33	39	onego	onego	NOUN
aiol-8198	33	40	for	for	ADP
aiol-8198	33	41	the	the	DET
aiol-8198	33	42	years	year	NOUN
aiol-8198	33	43	20002018	20002018	NUM
aiol-8198	33	44	were	be	AUX
aiol-8198	33	45	calculated	calculate	VERB
aiol-8198	33	46	on	on	ADP
aiol-8198	33	47	the	the	DET
aiol-8198	33	48	basis	basis	NOUN
aiol-8198	33	49	of	of	ADP
aiol-8198	33	50	daily	daily	ADJ
aiol-8198	33	51	time	time	NOUN
aiol-8198	33	52	series	series	NOUN
aiol-8198	33	53	of	of	ADP
aiol-8198	33	54	ice	ice	NOUN
aiol-8198	33	55	coverage	coverage	NOUN
aiol-8198	33	56	obtained	obtain	VERB
aiol-8198	33	57	from	from	ADP
aiol-8198	33	58	satellite	satellite	NOUN
aiol-8198	33	59	observations	observation	NOUN
aiol-8198	33	60	.	.	PUNCT
aiol-8198	34	1	in	in	ADP
aiol-8198	34	2	this	this	DET
aiol-8198	34	3	study	study	NOUN
aiol-8198	34	4	we	we	PRON
aiol-8198	34	5	used	use	VERB
aiol-8198	34	6	satellite	satellite	NOUN
aiol-8198	34	7	data	datum	NOUN
aiol-8198	34	8	provided	provide	VERB
aiol-8198	34	9	by	by	ADP
aiol-8198	34	10	national	national	ADJ
aiol-8198	34	11	aeronautics	aeronautics	PROPN
aiol-8198	34	12	and	and	CCONJ
aiol-8198	34	13	space	space	NOUN
aiol-8198	34	14	administration	administration	PROPN
aiol-8198	34	15	,	,	PUNCT
aiol-8198	34	16	usa	usa	PROPN
aiol-8198	34	17	,	,	PUNCT
aiol-8198	34	18	nasa	nasa	PROPN
aiol-8198	34	19	(	(	PUNCT
aiol-8198	34	20	device	device	NOUN
aiol-8198	34	21	modis	modi	NOUN
aiol-8198	34	22	–	–	PUNCT
aiol-8198	34	23	the	the	DET
aiol-8198	34	24	moderate	moderate	ADJ
aiol-8198	34	25	resolution	resolution	NOUN
aiol-8198	34	26	imaging	imaging	NOUN
aiol-8198	34	27	spectroradiometer	spectroradiometer	NOUN
aiol-8198	34	28	,	,	PUNCT
aiol-8198	34	29	with	with	ADP
aiol-8198	34	30	a	a	DET
aiol-8198	34	31	spatial	spatial	ADJ
aiol-8198	34	32	resolution	resolution	NOUN
aiol-8198	34	33	of	of	ADP
aiol-8198	34	34	250	250	NUM
aiol-8198	34	35	m	m	NOUN
aiol-8198	34	36	)	)	PUNCT
aiol-8198	34	37	,	,	PUNCT
aiol-8198	34	38	national	national	ADJ
aiol-8198	34	39	snow	snow	NOUN
aiol-8198	34	40	and	and	CCONJ
aiol-8198	34	41	ice	ice	NOUN
aiol-8198	34	42	data	datum	NOUN
aiol-8198	34	43	center	center	NOUN
aiol-8198	34	44	,	,	PUNCT
aiol-8198	34	45	nsidc	nsidc	NOUN
aiol-8198	34	46	(	(	PUNCT
aiol-8198	34	47	4	4	NUM
aiol-8198	34	48	-	-	SYM
aiol-8198	34	49	6	6	NUM
aiol-8198	34	50	km	km	NOUN
aiol-8198	34	51	)	)	PUNCT
aiol-8198	34	52	,	,	PUNCT
aiol-8198	34	53	center	center	NOUN
aiol-8198	34	54	for	for	ADP
aiol-8198	34	55	satellite	satellite	NOUN
aiol-8198	34	56	applications	application	NOUN
aiol-8198	34	57	and	and	CCONJ
aiol-8198	34	58	research	research	NOUN
aiol-8198	34	59	,	,	PUNCT
aiol-8198	34	60	noaa	noaa	PROPN
aiol-8198	34	61	nesdis	nesdis	PROPN
aiol-8198	34	62	(	(	PUNCT
aiol-8198	34	63	46	46	NUM
aiol-8198	34	64	km	km	NOUN
aiol-8198	34	65	)	)	PUNCT
aiol-8198	34	66	.	.	PUNCT
aiol-8198	35	1	the	the	DET
aiol-8198	35	2	technique	technique	NOUN
aiol-8198	35	3	described	describe	VERB
aiol-8198	35	4	by	by	ADP
aiol-8198	35	5	bakalgin	bakalgin	NOUN
aiol-8198	35	6	(	(	PUNCT
aiol-8198	35	7	2018	2018	NUM
aiol-8198	35	8	)	)	PUNCT
aiol-8198	35	9	was	be	AUX
aiol-8198	35	10	used	use	VERB
aiol-8198	35	11	to	to	PART
aiol-8198	35	12	develop	develop	VERB
aiol-8198	35	13	daily	daily	ADJ
aiol-8198	35	14	time	time	NOUN
aiol-8198	35	15	series	series	NOUN
aiol-8198	35	16	of	of	ADP
aiol-8198	35	17	ice	ice	NOUN
aiol-8198	35	18	cover	cover	NOUN
aiol-8198	35	19	of	of	ADP
aiol-8198	35	20	lake	lake	NOUN
aiol-8198	35	21	onego	onego	NOUN
aiol-8198	35	22	on	on	ADP
aiol-8198	35	23	the	the	DET
aiol-8198	35	24	basis	basis	NOUN
aiol-8198	35	25	of	of	ADP
aiol-8198	35	26	these	these	DET
aiol-8198	35	27	data	datum	NOUN
aiol-8198	35	28	series	series	NOUN
aiol-8198	35	29	with	with	ADP
aiol-8198	35	30	minimizing	minimize	VERB
aiol-8198	35	31	faulty	faulty	ADJ
aiol-8198	35	32	proportion	proportion	NOUN
aiol-8198	35	33	while	while	SCONJ
aiol-8198	35	34	identifying	identify	VERB
aiol-8198	35	35	ice	ice	NOUN
aiol-8198	35	36	cover	cover	NOUN
aiol-8198	35	37	(	(	PUNCT
aiol-8198	35	38	fig	fig	NOUN
aiol-8198	35	39	.	.	NOUN
aiol-8198	36	1	1	1	NUM
aiol-8198	36	2	)	)	PUNCT
aiol-8198	36	3	.	.	PUNCT
aiol-8198	37	1	for	for	ADP
aiol-8198	37	2	the	the	DET
aiol-8198	37	3	purposes	purpose	NOUN
aiol-8198	37	4	of	of	ADP
aiol-8198	37	5	comprehensive	comprehensive	ADJ
aiol-8198	37	6	assessment	assessment	NOUN
aiol-8198	37	7	of	of	ADP
aiol-8198	37	8	the	the	DET
aiol-8198	37	9	change	change	NOUN
aiol-8198	37	10	of	of	ADP
aiol-8198	37	11	ice	ice	NOUN
aiol-8198	37	12	cover	cover	NOUN
aiol-8198	37	13	during	during	ADP
aiol-8198	37	14	the	the	DET
aiol-8198	37	15	period	period	NOUN
aiol-8198	37	16	of	of	ADP
aiol-8198	37	17	ice	ice	NOUN
aiol-8198	37	18	phenomena	phenomenon	NOUN
aiol-8198	37	19	,	,	PUNCT
aiol-8198	37	20	sums	sum	NOUN
aiol-8198	37	21	of	of	ADP
aiol-8198	37	22	daily	daily	ADJ
aiol-8198	37	23	values	value	NOUN
aiol-8198	37	24	of	of	ADP
aiol-8198	37	25	ice	ice	NOUN
aiol-8198	37	26	coverage	coverage	NOUN
aiol-8198	37	27	for	for	ADP
aiol-8198	37	28	each	each	DET
aiol-8198	37	29	period	period	NOUN
aiol-8198	37	30	of	of	ADP
aiol-8198	37	31	ice	ice	NOUN
aiol-8198	37	32	phenomena	phenomenon	NOUN
aiol-8198	37	33	were	be	AUX
aiol-8198	37	34	calculated	calculate	VERB
aiol-8198	37	35	using	use	VERB
aiol-8198	37	36	the	the	DET
aiol-8198	37	37	formula	formula	NOUN
aiol-8198	37	38	:	:	PUNCT
aiol-8198	37	39	∑ice=∑n	∑ice=∑n	PROPN
aiol-8198	37	40	(	(	PUNCT
aiol-8198	37	41	k=1)icek	k=1)icek	X
aiol-8198	37	42	,	,	PUNCT
aiol-8198	37	43	where	where	SCONJ
aiol-8198	37	44	icek	icek	NOUN
aiol-8198	37	45	is	be	AUX
aiol-8198	37	46	ice	ice	NOUN
aiol-8198	37	47	coverage	coverage	NOUN
aiol-8198	37	48	value	value	NOUN
aiol-8198	37	49	(	(	PUNCT
aiol-8198	37	50	ice	ice	NOUN
aiol-8198	37	51	covfig	covfig	NOUN
aiol-8198	37	52	.	.	PUNCT
aiol-8198	38	1	1	1	X
aiol-8198	38	2	.	.	X
aiol-8198	38	3	dates	date	NOUN
aiol-8198	38	4	of	of	ADP
aiol-8198	38	5	the	the	DET
aiol-8198	38	6	beginning	beginning	NOUN
aiol-8198	38	7	and	and	CCONJ
aiol-8198	38	8	the	the	DET
aiol-8198	38	9	ending	ending	NOUN
aiol-8198	38	10	of	of	ADP
aiol-8198	38	11	phases	phase	NOUN
aiol-8198	38	12	and	and	CCONJ
aiol-8198	38	13	the	the	DET
aiol-8198	38	14	duration	duration	NOUN
aiol-8198	38	15	(	(	PUNCT
aiol-8198	38	16	number	number	NOUN
aiol-8198	38	17	of	of	ADP
aiol-8198	38	18	days	day	NOUN
aiol-8198	38	19	)	)	PUNCT
aiol-8198	38	20	of	of	ADP
aiol-8198	38	21	ice	ice	NOUN
aiol-8198	38	22	freezing	freezing	NOUN
aiol-8198	38	23	(	(	PUNCT
aiol-8198	38	24	1	1	NUM
aiol-8198	38	25	)	)	PUNCT
aiol-8198	38	26	,	,	PUNCT
aiol-8198	38	27	complete	complete	ADJ
aiol-8198	38	28	freeze	freeze	NOUN
aiol-8198	38	29	-	-	PUNCT
aiol-8198	38	30	up	up	NOUN
aiol-8198	38	31	(	(	PUNCT
aiol-8198	38	32	2	2	NUM
aiol-8198	38	33	)	)	PUNCT
aiol-8198	38	34	and	and	CCONJ
aiol-8198	38	35	break	break	NOUN
aiol-8198	38	36	-	-	PUNCT
aiol-8198	38	37	up	up	NOUN
aiol-8198	38	38	(	(	PUNCT
aiol-8198	38	39	3	3	NUM
aiol-8198	38	40	)	)	PUNCT
aiol-8198	38	41	on	on	ADP
aiol-8198	38	42	lake	lake	PROPN
aiol-8198	38	43	onego	onego	NOUN
aiol-8198	38	44	for	for	ADP
aiol-8198	38	45	the	the	DET
aiol-8198	38	46	period	period	NOUN
aiol-8198	38	47	2000	2000	NUM
aiol-8198	38	48	-	-	SYM
aiol-8198	38	49	2018	2018	NUM
aiol-8198	38	50	.	.	PUNCT
aiol-8198	39	1	non	non	ADJ
aiol-8198	39	2	-co	-co	PROPN
aiol-8198	39	3	mmerc	mmerc	PROPN
aiol-8198	39	4	ial	ial	PROPN
aiol-8198	39	5	us	us	PROPN
aiol-8198	39	6	e	e	NOUN
aiol-8198	39	7	o	o	PROPN
aiol-8198	39	8	nly	nly	ADV
aiol-8198	39	9	v.n	v.n	PROPN
aiol-8198	39	10	.	.	PROPN
aiol-8198	39	11	baklagin26	baklagin26	PROPN
aiol-8198	39	12	erage	erage	NOUN
aiol-8198	39	13	is	be	AUX
aiol-8198	39	14	defined	define	VERB
aiol-8198	39	15	as	as	ADP
aiol-8198	39	16	the	the	DET
aiol-8198	39	17	ratio	ratio	NOUN
aiol-8198	39	18	of	of	ADP
aiol-8198	39	19	the	the	DET
aiol-8198	39	20	ice	ice	NOUN
aiol-8198	39	21	cover	cover	NOUN
aiol-8198	39	22	area	area	NOUN
aiol-8198	39	23	to	to	ADP
aiol-8198	39	24	the	the	DET
aiol-8198	39	25	total	total	ADJ
aiol-8198	39	26	lake	lake	PROPN
aiol-8198	39	27	area	area	PROPN
aiol-8198	39	28	)	)	PUNCT
aiol-8198	39	29	in	in	ADP
aiol-8198	39	30	k	k	NOUN
aiol-8198	39	31	-	-	NOUN
aiol-8198	39	32	day	day	NOUN
aiol-8198	39	33	of	of	ADP
aiol-8198	39	34	the	the	DET
aiol-8198	39	35	period	period	NOUN
aiol-8198	39	36	of	of	ADP
aiol-8198	39	37	ice	ice	NOUN
aiol-8198	39	38	phenomena	phenomenon	NOUN
aiol-8198	39	39	,	,	PUNCT
aiol-8198	39	40	n	n	CCONJ
aiol-8198	39	41	–	–	PUNCT
aiol-8198	39	42	duration	duration	NOUN
aiol-8198	39	43	of	of	ADP
aiol-8198	39	44	the	the	DET
aiol-8198	39	45	period	period	NOUN
aiol-8198	39	46	of	of	ADP
aiol-8198	39	47	ice	ice	NOUN
aiol-8198	39	48	phenomena	phenomenon	NOUN
aiol-8198	39	49	.	.	PUNCT
aiol-8198	40	1	values	value	NOUN
aiol-8198	40	2	∑ice	∑ice	PROPN
aiol-8198	41	1	and	and	CCONJ
aiol-8198	41	2	rici	rici	NOUN
aiol-8198	41	3	,	,	PUNCT
aiol-8198	41	4	i.e.	i.e.	X
aiol-8198	41	5	the	the	DET
aiol-8198	41	6	calculation	calculation	NOUN
aiol-8198	41	7	technique	technique	NOUN
aiol-8198	41	8	that	that	PRON
aiol-8198	41	9	was	be	AUX
aiol-8198	41	10	used	use	VERB
aiol-8198	41	11	to	to	PART
aiol-8198	41	12	estimate	estimate	VERB
aiol-8198	41	13	the	the	DET
aiol-8198	41	14	ice	ice	NOUN
aiol-8198	41	15	regime	regime	NOUN
aiol-8198	41	16	of	of	ADP
aiol-8198	41	17	lake	lake	PROPN
aiol-8198	41	18	ladoga	ladoga	PROPN
aiol-8198	41	19	(	(	PUNCT
aiol-8198	41	20	karetnikov	karetnikov	NOUN
aiol-8198	41	21	and	and	CCONJ
aiol-8198	41	22	naumenko	naumenko	ADJ
aiol-8198	41	23	,	,	PUNCT
aiol-8198	41	24	2008	2008	NUM
aiol-8198	41	25	)	)	PUNCT
aiol-8198	41	26	are	be	AUX
aiol-8198	41	27	similar	similar	ADJ
aiol-8198	41	28	,	,	PUNCT
aiol-8198	41	29	since	since	SCONJ
aiol-8198	41	30	values	value	NOUN
aiol-8198	41	31	rici	rici	VERB
aiol-8198	41	32	for	for	ADP
aiol-8198	41	33	each	each	DET
aiol-8198	41	34	year	year	NOUN
aiol-8198	41	35	were	be	AUX
aiol-8198	41	36	obtained	obtain	VERB
aiol-8198	41	37	by	by	ADP
aiol-8198	41	38	normalizing	normalize	VERB
aiol-8198	41	39	of	of	ADP
aiol-8198	41	40	value	value	NOUN
aiol-8198	41	41	∑ice	∑ice	NOUN
aiol-8198	41	42	to	to	PART
aiol-8198	41	43	mean	mean	VERB
aiol-8198	41	44	value	value	NOUN
aiol-8198	41	45	∑̅̅i̅c̅e̅	∑̅̅i̅c̅e̅	NOUN
aiol-8198	41	46	for	for	ADP
aiol-8198	41	47	multiyear	multiyear	ADJ
aiol-8198	41	48	period	period	NOUN
aiol-8198	41	49	.	.	PUNCT
aiol-8198	42	1	however	however	ADV
aiol-8198	42	2	,	,	PUNCT
aiol-8198	42	3	in	in	ADP
aiol-8198	42	4	this	this	DET
aiol-8198	42	5	study	study	NOUN
aiol-8198	42	6	there	there	PRON
aiol-8198	42	7	is	be	VERB
aiol-8198	42	8	no	no	DET
aiol-8198	42	9	need	need	NOUN
aiol-8198	42	10	in	in	ADP
aiol-8198	42	11	normalizing	normalize	VERB
aiol-8198	42	12	values	value	NOUN
aiol-8198	42	13	∑ice	∑ice	VERB
aiol-8198	43	1	for	for	ADP
aiol-8198	43	2	identification	identification	NOUN
aiol-8198	43	3	of	of	ADP
aiol-8198	43	4	statistical	statistical	ADJ
aiol-8198	43	5	correlation	correlation	NOUN
aiol-8198	43	6	.	.	PUNCT
aiol-8198	44	1	estimation	estimation	NOUN
aiol-8198	44	2	of	of	ADP
aiol-8198	44	3	meteorological	meteorological	ADJ
aiol-8198	44	4	conditions	condition	NOUN
aiol-8198	44	5	above	above	ADP
aiol-8198	44	6	lake	lake	PROPN
aiol-8198	44	7	onego	onego	NOUN
aiol-8198	44	8	in	in	ADP
aiol-8198	44	9	this	this	DET
aiol-8198	44	10	study	study	NOUN
aiol-8198	44	11	we	we	PRON
aiol-8198	44	12	used	use	VERB
aiol-8198	44	13	daily	daily	ADJ
aiol-8198	44	14	data	datum	NOUN
aiol-8198	44	15	of	of	ADP
aiol-8198	44	16	mean	mean	ADJ
aiol-8198	44	17	air	air	NOUN
aiol-8198	44	18	temperature	temperature	NOUN
aiol-8198	44	19	,	,	PUNCT
aiol-8198	44	20	precipitation	precipitation	NOUN
aiol-8198	44	21	,	,	PUNCT
aiol-8198	44	22	and	and	CCONJ
aiol-8198	44	23	snow	snow	NOUN
aiol-8198	44	24	-	-	PUNCT
aiol-8198	44	25	cover	cover	NOUN
aiol-8198	44	26	depth	depth	NOUN
aiol-8198	44	27	for	for	ADP
aiol-8198	44	28	the	the	DET
aiol-8198	44	29	years	year	NOUN
aiol-8198	44	30	2000	2000	NUM
aiol-8198	44	31	-	-	SYM
aiol-8198	44	32	2017	2017	NUM
aiol-8198	44	33	from	from	ADP
aiol-8198	44	34	meteorological	meteorological	ADJ
aiol-8198	44	35	observation	observation	NOUN
aiol-8198	44	36	points	point	NOUN
aiol-8198	44	37	near	near	ADP
aiol-8198	44	38	petrozavodsk	petrozavodsk	NOUN
aiol-8198	44	39	and	and	CCONJ
aiol-8198	44	40	vytegra	vytegra	NOUN
aiol-8198	44	41	provided	provide	VERB
aiol-8198	44	42	by	by	ADP
aiol-8198	44	43	all	all	DET
aiol-8198	44	44	-	-	PUNCT
aiol-8198	44	45	russia	russia	PROPN
aiol-8198	44	46	research	research	PROPN
aiol-8198	44	47	institute	institute	PROPN
aiol-8198	44	48	of	of	ADP
aiol-8198	44	49	hydrometeorological	hydrometeorological	ADJ
aiol-8198	44	50	information	information	NOUN
aiol-8198	44	51	world	world	PROPN
aiol-8198	44	52	data	data	PROPN
aiol-8198	44	53	centre	centre	PROPN
aiol-8198	44	54	(	(	PUNCT
aiol-8198	44	55	rihmi	rihmi	NOUN
aiol-8198	44	56	-	-	PUNCT
aiol-8198	44	57	wdc	wdc	NOUN
aiol-8198	44	58	)	)	PUNCT
aiol-8198	44	59	(	(	PUNCT
aiol-8198	44	60	http://meteo.ru	http://meteo.ru	PROPN
aiol-8198	44	61	)	)	PUNCT
aiol-8198	44	62	.	.	PUNCT
aiol-8198	45	1	data	datum	NOUN
aiol-8198	45	2	on	on	ADP
aiol-8198	45	3	daily	daily	ADJ
aiol-8198	45	4	mean	mean	NOUN
aiol-8198	45	5	air	air	NOUN
aiol-8198	45	6	temperature	temperature	NOUN
aiol-8198	45	7	and	and	CCONJ
aiol-8198	45	8	wind	wind	NOUN
aiol-8198	45	9	speed	speed	NOUN
aiol-8198	45	10	for	for	ADP
aiol-8198	45	11	the	the	DET
aiol-8198	45	12	years	year	NOUN
aiol-8198	45	13	2000	2000	NUM
aiol-8198	45	14	-	-	SYM
aiol-8198	45	15	2018	2018	NUM
aiol-8198	45	16	from	from	ADP
aiol-8198	45	17	meteorological	meteorological	ADJ
aiol-8198	45	18	observation	observation	NOUN
aiol-8198	45	19	points	point	NOUN
aiol-8198	45	20	near	near	ADP
aiol-8198	45	21	petrozavodsk	petrozavodsk	NOUN
aiol-8198	45	22	,	,	PUNCT
aiol-8198	45	23	medvezhyegorsk	medvezhyegorsk	PROPN
aiol-8198	45	24	,	,	PUNCT
aiol-8198	45	25	vytegra	vytegra	NOUN
aiol-8198	45	26	,	,	PUNCT
aiol-8198	45	27	and	and	CCONJ
aiol-8198	45	28	pudozh	pudozh	PROPN
aiol-8198	45	29	were	be	AUX
aiol-8198	45	30	provided	provide	VERB
aiol-8198	45	31	by	by	ADP
aiol-8198	45	32	national	national	ADJ
aiol-8198	45	33	oceanic	oceanic	NOUN
aiol-8198	45	34	and	and	CCONJ
aiol-8198	45	35	atmospheric	atmospheric	PROPN
aiol-8198	45	36	administration	administration	PROPN
aiol-8198	45	37	,	,	PUNCT
aiol-8198	45	38	usa	usa	PROPN
aiol-8198	45	39	,	,	PUNCT
aiol-8198	45	40	noaa	noaa	PROPN
aiol-8198	45	41	(	(	PUNCT
aiol-8198	45	42	ncdc	ncdc	PROPN
aiol-8198	45	43	noaa	noaa	PROPN
aiol-8198	45	44	)	)	PUNCT
aiol-8198	45	45	(	(	PUNCT
aiol-8198	45	46	ftp://ftp.ncdc.noaa.gov/pub/data/noaa/	ftp://ftp.ncdc.noaa.gov/pub/data/noaa/	NOUN
aiol-8198	45	47	)	)	PUNCT
aiol-8198	45	48	.	.	PUNCT
aiol-8198	46	1	meteorological	meteorological	ADJ
aiol-8198	46	2	conditions	condition	NOUN
aiol-8198	46	3	above	above	ADP
aiol-8198	46	4	lake	lake	PROPN
aiol-8198	46	5	onego	onego	NOUN
aiol-8198	46	6	were	be	AUX
aiol-8198	46	7	estimated	estimate	VERB
aiol-8198	46	8	by	by	ADP
aiol-8198	46	9	averaging	averaging	NOUN
aiol-8198	46	10	of	of	ADP
aiol-8198	46	11	parameters	parameter	NOUN
aiol-8198	46	12	measured	measure	VERB
aiol-8198	46	13	at	at	ADP
aiol-8198	46	14	four	four	NUM
aiol-8198	46	15	observation	observation	NOUN
aiol-8198	46	16	points	point	NOUN
aiol-8198	46	17	around	around	ADP
aiol-8198	46	18	the	the	DET
aiol-8198	46	19	lake	lake	NOUN
aiol-8198	46	20	(	(	PUNCT
aiol-8198	46	21	fig	fig	NOUN
aiol-8198	46	22	.	.	PUNCT
aiol-8198	47	1	2	2	NUM
aiol-8198	47	2	):	):	PUNCT
aiol-8198	47	3	near	near	ADP
aiol-8198	47	4	petrozavodsk	petrozavodsk	NOUN
aiol-8198	47	5	(	(	PUNCT
aiol-8198	47	6	22820	22820	NUM
aiol-8198	47	7	)	)	PUNCT
aiol-8198	47	8	,	,	PUNCT
aiol-8198	47	9	medvezhyegorsk	medvezhyegorsk	PROPN
aiol-8198	47	10	(	(	PUNCT
aiol-8198	47	11	22721	22721	NUM
aiol-8198	47	12	)	)	PUNCT
aiol-8198	47	13	,	,	PUNCT
aiol-8198	47	14	vytegra	vytegra	NOUN
aiol-8198	47	15	(	(	PUNCT
aiol-8198	47	16	22837	22837	NUM
aiol-8198	47	17	)	)	PUNCT
aiol-8198	47	18	,	,	PUNCT
aiol-8198	47	19	and	and	CCONJ
aiol-8198	47	20	pudozh	pudozh	VERB
aiol-8198	47	21	(	(	PUNCT
aiol-8198	47	22	22831	22831	NUM
aiol-8198	47	23	)	)	PUNCT
aiol-8198	47	24	(	(	PUNCT
aiol-8198	47	25	with	with	ADP
aiol-8198	47	26	index	index	NOUN
aiol-8198	47	27	of	of	ADP
aiol-8198	47	28	the	the	DET
aiol-8198	47	29	world	world	NOUN
aiol-8198	47	30	meteorological	meteorological	ADJ
aiol-8198	47	31	organization	organization	NOUN
aiol-8198	47	32	,	,	PUNCT
aiol-8198	47	33	wmo	wmo	PROPN
aiol-8198	47	34	)	)	PUNCT
aiol-8198	47	35	.	.	PUNCT
aiol-8198	48	1	several	several	ADJ
aiol-8198	48	2	observation	observation	NOUN
aiol-8198	48	3	points	point	NOUN
aiol-8198	48	4	for	for	ADP
aiol-8198	48	5	estimating	estimate	VERB
aiol-8198	48	6	meteorological	meteorological	ADJ
aiol-8198	48	7	parameters	parameter	NOUN
aiol-8198	48	8	were	be	AUX
aiol-8198	48	9	chosen	choose	VERB
aiol-8198	48	10	to	to	PART
aiol-8198	48	11	cover	cover	VERB
aiol-8198	48	12	the	the	DET
aiol-8198	48	13	variability	variability	NOUN
aiol-8198	48	14	of	of	ADP
aiol-8198	48	15	climatic	climatic	ADJ
aiol-8198	48	16	conditions	condition	NOUN
aiol-8198	48	17	caused	cause	VERB
aiol-8198	48	18	by	by	ADP
aiol-8198	48	19	the	the	DET
aiol-8198	48	20	large	large	ADJ
aiol-8198	48	21	dimensions	dimension	NOUN
aiol-8198	48	22	of	of	ADP
aiol-8198	48	23	lake	lake	PROPN
aiol-8198	48	24	onego	onego	PROPN
aiol-8198	48	25	(	(	PUNCT
aiol-8198	48	26	from	from	ADP
aiol-8198	48	27	north	north	NOUN
aiol-8198	48	28	to	to	ADP
aiol-8198	48	29	south	south	NOUN
aiol-8198	48	30	,	,	PUNCT
aiol-8198	48	31	248	248	NUM
aiol-8198	48	32	km	km	NOUN
aiol-8198	48	33	;	;	PUNCT
aiol-8198	48	34	from	from	ADP
aiol-8198	48	35	west	west	PROPN
aiol-8198	48	36	to	to	ADP
aiol-8198	48	37	east	east	PROPN
aiol-8198	48	38	,	,	PUNCT
aiol-8198	48	39	96	96	NUM
aiol-8198	48	40	km	km	NOUN
aiol-8198	48	41	)	)	PUNCT
aiol-8198	48	42	.	.	PUNCT
aiol-8198	49	1	for	for	ADP
aiol-8198	49	2	instance	instance	NOUN
aiol-8198	49	3	,	,	PUNCT
aiol-8198	49	4	the	the	DET
aiol-8198	49	5	average	average	ADJ
aiol-8198	49	6	air	air	NOUN
aiol-8198	49	7	temperature	temperature	NOUN
aiol-8198	49	8	according	accord	VERB
aiol-8198	49	9	to	to	ADP
aiol-8198	49	10	rihmiwdc	rihmiwdc	PROPN
aiol-8198	49	11	and	and	CCONJ
aiol-8198	49	12	ncdc	ncdc	ADJ
aiol-8198	49	13	noaa	noaa	NOUN
aiol-8198	49	14	for	for	ADP
aiol-8198	49	15	the	the	DET
aiol-8198	49	16	period	period	NOUN
aiol-8198	49	17	of	of	ADP
aiol-8198	49	18	2000	2000	NUM
aiol-8198	49	19	-	-	SYM
aiol-8198	49	20	2017	2017	NUM
aiol-8198	49	21	at	at	ADP
aiol-8198	49	22	medvezhyegorsk	medvezhyegorsk	PROPN
aiol-8198	49	23	is	be	AUX
aiol-8198	49	24	3.11	3.11	NUM
aiol-8198	49	25	°	°	NUM
aiol-8198	49	26	с	с	NOUN
aiol-8198	49	27	,	,	PUNCT
aiol-8198	49	28	in	in	ADP
aiol-8198	49	29	petrozavodsk	petrozavodsk	PROPN
aiol-8198	49	30	-3.89	-3.89	PROPN
aiol-8198	49	31	°	°	NOUN
aiol-8198	49	32	с	с	NOUN
aiol-8198	49	33	,	,	PUNCT
aiol-8198	49	34	and	and	CCONJ
aiol-8198	49	35	in	in	ADP
aiol-8198	49	36	vytegra	vytegra	NOUN
aiol-8198	49	37	-4.06	-4.06	NOUN
aiol-8198	49	38	°	°	PROPN
aiol-8198	49	39	с	с	NOUN
aiol-8198	49	40	.	.	PUNCT
aiol-8198	50	1	the	the	DET
aiol-8198	50	2	dates	date	NOUN
aiol-8198	50	3	of	of	ADP
aiol-8198	50	4	the	the	DET
aiol-8198	50	5	beginning	beginning	NOUN
aiol-8198	50	6	and	and	CCONJ
aiol-8198	50	7	end	end	NOUN
aiol-8198	50	8	of	of	ADP
aiol-8198	50	9	the	the	DET
aiol-8198	50	10	periods	period	NOUN
aiol-8198	50	11	of	of	ADP
aiol-8198	50	12	accumulated	accumulate	VERB
aiol-8198	50	13	positive	positive	ADJ
aiol-8198	50	14	temperatures	temperature	NOUN
aiol-8198	50	15	∑t+	∑t+	NUM
aiol-8198	50	16	and	and	CCONJ
aiol-8198	50	17	negative	negative	ADJ
aiol-8198	50	18	temperatures	temperature	NOUN
aiol-8198	50	19	∑t	∑t	PROPN
aiol-8198	50	20	–	–	PUNCT
aiol-8198	50	21	were	be	AUX
aiol-8198	50	22	derived	derive	VERB
aiol-8198	50	23	from	from	ADP
aiol-8198	50	24	the	the	DET
aiol-8198	50	25	condition	condition	NOUN
aiol-8198	50	26	:	:	PUNCT
aiol-8198	51	1	∑t	∑t	PROPN
aiol-8198	51	2	t	t	PROPN
aiol-8198	51	3	2	2	NUM
aiol-8198	51	4	1	1	NUM
aiol-8198	51	5	|tt	|tt	SYM
aiol-8198	51	6	|→max	|→max	PROPN
aiol-8198	51	7	,	,	PUNCT
aiol-8198	51	8	where	where	SCONJ
aiol-8198	51	9	t1	t1	NOUN
aiol-8198	51	10	,	,	PUNCT
aiol-8198	51	11	t2	t2	PROPN
aiol-8198	51	12	are	be	AUX
aiol-8198	51	13	the	the	DET
aiol-8198	51	14	dates	date	NOUN
aiol-8198	51	15	of	of	ADP
aiol-8198	51	16	beginning	beginning	NOUN
aiol-8198	51	17	and	and	CCONJ
aiol-8198	51	18	end	end	NOUN
aiol-8198	51	19	of	of	ADP
aiol-8198	51	20	the	the	DET
aiol-8198	51	21	periods	period	NOUN
aiol-8198	51	22	during	during	ADP
aiol-8198	51	23	the	the	DET
aiol-8198	51	24	current	current	ADJ
aiol-8198	51	25	hydrological	hydrological	ADJ
aiol-8198	51	26	year	year	NOUN
aiol-8198	51	27	,	,	PUNCT
aiol-8198	51	28	tt	tt	PROPN
aiol-8198	51	29	is	be	AUX
aiol-8198	51	30	the	the	DET
aiol-8198	51	31	average	average	ADJ
aiol-8198	51	32	air	air	NOUN
aiol-8198	51	33	temperature	temperature	NOUN
aiol-8198	51	34	for	for	ADP
aiol-8198	51	35	the	the	DET
aiol-8198	51	36	date	date	NOUN
aiol-8198	51	37	t.	t.	NOUN
aiol-8198	51	38	method	method	NOUN
aiol-8198	51	39	of	of	ADP
aiol-8198	51	40	determining	determine	VERB
aiol-8198	51	41	the	the	DET
aiol-8198	51	42	indicative	indicative	ADJ
aiol-8198	51	43	dates	date	NOUN
aiol-8198	51	44	of	of	ADP
aiol-8198	51	45	ice	ice	NOUN
aiol-8198	51	46	regime	regime	NOUN
aiol-8198	51	47	based	base	VERB
aiol-8198	51	48	on	on	ADP
aiol-8198	51	49	accumulated	accumulate	VERB
aiol-8198	51	50	air	air	NOUN
aiol-8198	51	51	temperatures	temperature	NOUN
aiol-8198	51	52	this	this	DET
aiol-8198	51	53	study	study	NOUN
aiol-8198	51	54	assumes	assume	VERB
aiol-8198	51	55	that	that	SCONJ
aiol-8198	51	56	accumulated	accumulate	VERB
aiol-8198	51	57	negative	negative	ADJ
aiol-8198	51	58	air	air	NOUN
aiol-8198	51	59	temperatures	temperature	NOUN
aiol-8198	51	60	over	over	ADP
aiol-8198	51	61	the	the	DET
aiol-8198	51	62	lake	lake	NOUN
aiol-8198	51	63	required	require	VERB
aiol-8198	51	64	for	for	ADP
aiol-8198	51	65	beginning	begin	VERB
aiol-8198	51	66	ice	ice	NOUN
aiol-8198	51	67	phenomena	phenomena	NOUN
aiol-8198	51	68	formation	formation	NOUN
aiol-8198	51	69	∑tfreezing	∑tfreeze	VERB
aiol-8198	51	70	and	and	CCONJ
aiol-8198	51	71	the	the	DET
aiol-8198	51	72	complete	complete	ADJ
aiol-8198	51	73	freeze	freeze	NOUN
aiol-8198	51	74	-	-	PUNCT
aiol-8198	51	75	up	up	NOUN
aiol-8198	51	76	on	on	ADP
aiol-8198	51	77	the	the	DET
aiol-8198	51	78	lake	lake	NOUN
aiol-8198	51	79	∑tice	∑tice	NOUN
aiol-8198	51	80	,	,	PUNCT
aiol-8198	51	81	probably	probably	ADV
aiol-8198	51	82	depend	depend	VERB
aiol-8198	51	83	on	on	ADP
aiol-8198	51	84	thermal	thermal	ADJ
aiol-8198	51	85	reserve	reserve	NOUN
aiol-8198	51	86	of	of	ADP
aiol-8198	51	87	the	the	DET
aiol-8198	51	88	lake	lake	NOUN
aiol-8198	51	89	before	before	ADP
aiol-8198	51	90	the	the	DET
aiol-8198	51	91	beginning	beginning	NOUN
aiol-8198	51	92	of	of	ADP
aiol-8198	51	93	the	the	DET
aiol-8198	51	94	cold	cold	ADJ
aiol-8198	51	95	season	season	NOUN
aiol-8198	51	96	in	in	ADP
aiol-8198	51	97	question	question	NOUN
aiol-8198	51	98	.	.	PUNCT
aiol-8198	52	1	this	this	DET
aiol-8198	52	2	thermal	thermal	ADJ
aiol-8198	52	3	reserve	reserve	NOUN
aiol-8198	52	4	of	of	ADP
aiol-8198	52	5	the	the	DET
aiol-8198	52	6	lake	lake	NOUN
aiol-8198	52	7	depends	depend	VERB
aiol-8198	52	8	on	on	ADP
aiol-8198	52	9	accumulated	accumulate	VERB
aiol-8198	52	10	positive	positive	ADJ
aiol-8198	52	11	air	air	NOUN
aiol-8198	52	12	temperatures	temperature	NOUN
aiol-8198	52	13	∑t+	∑t+	VERB
aiol-8198	52	14	of	of	ADP
aiol-8198	52	15	previous	previous	ADJ
aiol-8198	52	16	warm	warm	ADJ
aiol-8198	52	17	season	season	NOUN
aiol-8198	52	18	.	.	PUNCT
aiol-8198	53	1	moreover	moreover	ADV
aiol-8198	53	2	,	,	PUNCT
aiol-8198	53	3	accumulated	accumulate	VERB
aiol-8198	53	4	negative	negative	ADJ
aiol-8198	53	5	air	air	NOUN
aiol-8198	53	6	temperatures	temperature	NOUN
aiol-8198	53	7	over	over	ADP
aiol-8198	53	8	the	the	DET
aiol-8198	53	9	lake	lake	NOUN
aiol-8198	53	10	required	require	VERB
aiol-8198	53	11	for	for	ADP
aiol-8198	53	12	the	the	DET
aiol-8198	53	13	beginning	begin	VERB
aiol-8198	53	14	break	break	NOUN
aiol-8198	53	15	-	-	PUNCT
aiol-8198	53	16	up	up	NOUN
aiol-8198	53	17	∑tbreaking	∑tbreaking	PROPN
aiol-8198	53	18	and	and	CCONJ
aiol-8198	53	19	the	the	DET
aiol-8198	53	20	complete	complete	ADJ
aiol-8198	53	21	ice	ice	NOUN
aiol-8198	53	22	clearance	clearance	NOUN
aiol-8198	53	23	on	on	ADP
aiol-8198	53	24	the	the	DET
aiol-8198	53	25	lake	lake	NOUN
aiol-8198	53	26	∑tfree	∑tfree	PUNCT
aiol-8198	53	27	,	,	PUNCT
aiol-8198	53	28	depend	depend	VERB
aiol-8198	53	29	on	on	ADP
aiol-8198	53	30	accumulated	accumulate	VERB
aiol-8198	53	31	negative	negative	ADJ
aiol-8198	53	32	air	air	NOUN
aiol-8198	53	33	temperatures	temperature	NOUN
aiol-8198	53	34	∑t	∑t	PROPN
aiol-8198	53	35	–	–	PUNCT
aiol-8198	53	36	of	of	ADP
aiol-8198	53	37	previous	previous	ADJ
aiol-8198	53	38	cold	cold	ADJ
aiol-8198	53	39	season	season	NOUN
aiol-8198	53	40	.	.	PUNCT
aiol-8198	54	1	in	in	ADP
aiol-8198	54	2	the	the	DET
aiol-8198	54	3	study	study	NOUN
aiol-8198	54	4	,	,	PUNCT
aiol-8198	54	5	regression	regression	VERB
aiol-8198	54	6	analysis	analysis	NOUN
aiol-8198	54	7	was	be	AUX
aiol-8198	54	8	used	use	VERB
aiol-8198	54	9	to	to	PART
aiol-8198	54	10	determine	determine	VERB
aiol-8198	54	11	the	the	DET
aiol-8198	54	12	dependencies	dependency	NOUN
aiol-8198	54	13	of	of	ADP
aiol-8198	54	14	the	the	DET
aiol-8198	54	15	accumulated	accumulate	VERB
aiol-8198	54	16	air	air	NOUN
aiol-8198	54	17	temperatures	temperature	NOUN
aiol-8198	54	18	required	require	VERB
aiol-8198	54	19	for	for	ADP
aiol-8198	54	20	changing	change	VERB
aiol-8198	54	21	the	the	DET
aiol-8198	54	22	phases	phase	NOUN
aiol-8198	54	23	of	of	ADP
aiol-8198	54	24	ice	ice	NOUN
aiol-8198	54	25	regime	regime	NOUN
aiol-8198	54	26	(	(	PUNCT
aiol-8198	54	27	indicative	indicative	ADJ
aiol-8198	54	28	date	date	NOUN
aiol-8198	54	29	)	)	PUNCT
aiol-8198	54	30	on	on	ADP
aiol-8198	54	31	accumulated	accumulate	VERB
aiol-8198	54	32	air	air	NOUN
aiol-8198	54	33	temperatures	temperature	NOUN
aiol-8198	54	34	of	of	ADP
aiol-8198	54	35	previous	previous	ADJ
aiol-8198	54	36	period	period	NOUN
aiol-8198	54	37	,	,	PUNCT
aiol-8198	54	38	i.e.	i.e.	X
aiol-8198	54	39	the	the	DET
aiol-8198	54	40	accumulated	accumulate	VERB
aiol-8198	54	41	air	air	NOUN
aiol-8198	54	42	temperatures	temperature	NOUN
aiol-8198	54	43	required	require	VERB
aiol-8198	54	44	for	for	ADP
aiol-8198	54	45	changing	change	VERB
aiol-8198	54	46	the	the	DET
aiol-8198	54	47	phases	phase	NOUN
aiol-8198	54	48	of	of	ADP
aiol-8198	54	49	ice	ice	NOUN
aiol-8198	54	50	regime	regime	NOUN
aiol-8198	54	51	(	(	PUNCT
aiol-8198	54	52	indicative	indicative	ADJ
aiol-8198	54	53	date	date	NOUN
aiol-8198	54	54	)	)	PUNCT
aiol-8198	54	55	is	be	AUX
aiol-8198	54	56	function	function	NOUN
aiol-8198	54	57	from	from	ADP
aiol-8198	54	58	accumulated	accumulate	VERB
aiol-8198	54	59	air	air	NOUN
aiol-8198	54	60	temperatures	temperature	NOUN
aiol-8198	54	61	of	of	ADP
aiol-8198	54	62	previous	previous	ADJ
aiol-8198	54	63	period	period	NOUN
aiol-8198	54	64	∑tind	∑tind	NOUN
aiol-8198	54	65	date	date	NOUN
aiol-8198	54	66	(	(	PUNCT
aiol-8198	54	67	∑t	∑t	PROPN
aiol-8198	54	68	)	)	PUNCT
aiol-8198	54	69	.	.	PUNCT
aiol-8198	55	1	we	we	PRON
aiol-8198	55	2	can	can	AUX
aiol-8198	55	3	calculate	calculate	VERB
aiol-8198	55	4	the	the	DET
aiol-8198	55	5	indicative	indicative	ADJ
aiol-8198	55	6	date	date	NOUN
aiol-8198	55	7	of	of	ADP
aiol-8198	55	8	the	the	DET
aiol-8198	55	9	ice	ice	NOUN
aiol-8198	55	10	regime	regime	NOUN
aiol-8198	55	11	dateind	dateind	NOUN
aiol-8198	55	12	based	base	VERB
aiol-8198	55	13	on	on	ADP
aiol-8198	55	14	a	a	DET
aiol-8198	55	15	forecast	forecast	NOUN
aiol-8198	55	16	of	of	ADP
aiol-8198	55	17	air	air	NOUN
aiol-8198	55	18	temperatures	temperature	NOUN
aiol-8198	55	19	for	for	ADP
aiol-8198	55	20	a	a	DET
aiol-8198	55	21	period	period	NOUN
aiol-8198	55	22	(	(	PUNCT
aiol-8198	55	23	for	for	ADP
aiol-8198	55	24	example	example	NOUN
aiol-8198	55	25	,	,	PUNCT
aiol-8198	55	26	a	a	DET
aiol-8198	55	27	week	week	NOUN
aiol-8198	55	28	)	)	PUNCT
aiol-8198	55	29	and	and	CCONJ
aiol-8198	55	30	the	the	DET
aiol-8198	55	31	calculated	calculate	VERB
aiol-8198	55	32	value	value	NOUN
aiol-8198	55	33	∑tind	∑tind	NOUN
aiol-8198	55	34	date	date	NOUN
aiol-8198	55	35	(	(	PUNCT
aiol-8198	55	36	∑tfreezing	∑tfreeze	VERB
aiol-8198	55	37	,	,	PUNCT
aiol-8198	55	38	∑tice	∑tice	NOUN
aiol-8198	55	39	,	,	PUNCT
aiol-8198	55	40	∑tbreaking	∑tbreaking	NOUN
aiol-8198	55	41	,	,	PUNCT
aiol-8198	55	42	∑tfree	∑tfree	PUNCT
aiol-8198	55	43	)	)	PUNCT
aiol-8198	55	44	.	.	PUNCT
aiol-8198	56	1	the	the	DET
aiol-8198	56	2	indicative	indicative	ADJ
aiol-8198	56	3	date	date	NOUN
aiol-8198	56	4	of	of	ADP
aiol-8198	56	5	ice	ice	NOUN
aiol-8198	56	6	regime	regime	NOUN
aiol-8198	56	7	is	be	AUX
aiol-8198	56	8	determinate	determinate	ADJ
aiol-8198	56	9	:	:	PUNCT
aiol-8198	56	10	fig	fig	NOUN
aiol-8198	56	11	.	.	PUNCT
aiol-8198	57	1	2	2	X
aiol-8198	57	2	.	.	X
aiol-8198	57	3	the	the	DET
aiol-8198	57	4	location	location	NOUN
aiol-8198	57	5	of	of	ADP
aiol-8198	57	6	meteorological	meteorological	ADJ
aiol-8198	57	7	observation	observation	NOUN
aiol-8198	57	8	points	point	NOUN
aiol-8198	57	9	on	on	ADP
aiol-8198	57	10	the	the	DET
aiol-8198	57	11	coast	coast	NOUN
aiol-8198	57	12	of	of	ADP
aiol-8198	57	13	lake	lake	PROPN
aiol-8198	57	14	onego	onego	PROPN
aiol-8198	57	15	.	.	PUNCT
aiol-8198	58	1	non	non	ADJ
aiol-8198	59	1	-co	-co	PROPN
aiol-8198	59	2	mmerc	mmerc	PROPN
aiol-8198	59	3	ial	ial	PROPN
aiol-8198	59	4	us	us	PROPN
aiol-8198	60	1	e	e	NOUN
aiol-8198	60	2	o	o	NOUN
aiol-8198	60	3	nly	nly	ADV
aiol-8198	60	4	variations	variation	NOUN
aiol-8198	60	5	of	of	ADP
aiol-8198	60	6	indicative	indicative	ADJ
aiol-8198	60	7	dates	date	NOUN
aiol-8198	60	8	of	of	ADP
aiol-8198	60	9	ice	ice	NOUN
aiol-8198	60	10	regime	regime	NOUN
aiol-8198	60	11	on	on	ADP
aiol-8198	60	12	lake	lake	PROPN
aiol-8198	60	13	onego	onego	PROPN
aiol-8198	60	14	based	base	VERB
aiol-8198	60	15	on	on	ADP
aiol-8198	60	16	ground	ground	NOUN
aiol-8198	60	17	air	air	NOUN
aiol-8198	60	18	temperature	temperature	NOUN
aiol-8198	60	19	27	27	NUM
aiol-8198	60	20	dateind	dateind	NOUN
aiol-8198	60	21	=	=	PUNCT
aiol-8198	60	22	datecur	datecur	NOUN
aiol-8198	60	23	+	+	CCONJ
aiol-8198	60	24	x	x	SYM
aiol-8198	60	25	(	(	PUNCT
aiol-8198	60	26	eq	eq	NOUN
aiol-8198	60	27	.	.	NOUN
aiol-8198	60	28	1	1	NUM
aiol-8198	60	29	)	)	PUNCT
aiol-8198	60	30	where	where	SCONJ
aiol-8198	60	31	datecur	datecur	NOUN
aiol-8198	60	32	is	be	AUX
aiol-8198	60	33	the	the	DET
aiol-8198	60	34	current	current	ADJ
aiol-8198	60	35	date	date	NOUN
aiol-8198	60	36	;	;	PUNCT
aiol-8198	60	37	x	x	X
aiol-8198	60	38	is	be	AUX
aiol-8198	60	39	the	the	DET
aiol-8198	60	40	duration	duration	NOUN
aiol-8198	60	41	of	of	ADP
aiol-8198	60	42	the	the	DET
aiol-8198	60	43	period	period	NOUN
aiol-8198	60	44	from	from	ADP
aiol-8198	60	45	current	current	ADJ
aiol-8198	60	46	date	date	NOUN
aiol-8198	60	47	to	to	ADP
aiol-8198	60	48	the	the	DET
aiol-8198	60	49	indicative	indicative	ADJ
aiol-8198	60	50	date	date	NOUN
aiol-8198	60	51	of	of	ADP
aiol-8198	60	52	the	the	DET
aiol-8198	60	53	ice	ice	NOUN
aiol-8198	60	54	regime	regime	NOUN
aiol-8198	60	55	(	(	PUNCT
aiol-8198	60	56	days	day	NOUN
aiol-8198	60	57	)	)	PUNCT
aiol-8198	60	58	.	.	PUNCT
aiol-8198	61	1	value	value	NOUN
aiol-8198	61	2	x	x	VERB
aiol-8198	61	3	can	can	AUX
aiol-8198	61	4	be	be	AUX
aiol-8198	61	5	determined	determine	VERB
aiol-8198	61	6	based	base	VERB
aiol-8198	61	7	on	on	ADP
aiol-8198	61	8	the	the	DET
aiol-8198	61	9	condition	condition	NOUN
aiol-8198	61	10	:	:	PUNCT
aiol-8198	61	11	∑tind	∑tind	ADJ
aiol-8198	61	12	date	date	NOUN
aiol-8198	61	13	≈∑tcur	≈∑tcur	PUNCT
aiol-8198	61	14	date	date	NOUN
aiol-8198	61	15	+	+	NOUN
aiol-8198	61	16	∑x	∑x	PROPN
aiol-8198	61	17	j	j	X
aiol-8198	61	18	=	=	SYM
aiol-8198	61	19	1	1	NUM
aiol-8198	61	20	tj	tj	NOUN
aiol-8198	61	21	,	,	PUNCT
aiol-8198	61	22	(	(	PUNCT
aiol-8198	61	23	eq	eq	NOUN
aiol-8198	61	24	.	.	NOUN
aiol-8198	61	25	2	2	NUM
aiol-8198	61	26	)	)	PUNCT
aiol-8198	61	27	where	where	SCONJ
aiol-8198	61	28	∑tcur	∑tcur	NOUN
aiol-8198	61	29	date	date	NOUN
aiol-8198	61	30	)	)	PUNCT
aiol-8198	61	31	is	be	AUX
aiol-8198	61	32	the	the	DET
aiol-8198	61	33	accumulated	accumulate	VERB
aiol-8198	61	34	air	air	NOUN
aiol-8198	61	35	temperatures	temperature	NOUN
aiol-8198	61	36	for	for	ADP
aiol-8198	61	37	period	period	NOUN
aiol-8198	61	38	from	from	ADP
aiol-8198	61	39	the	the	DET
aiol-8198	61	40	date	date	NOUN
aiol-8198	61	41	of	of	ADP
aiol-8198	61	42	air	air	NOUN
aiol-8198	61	43	temperature	temperature	NOUN
aiol-8198	61	44	transition	transition	NOUN
aiol-8198	61	45	over	over	ADP
aiol-8198	61	46	0	0	NUM
aiol-8198	61	47	°	°	NOUN
aiol-8198	61	48	с	с	NOUN
aiol-8198	61	49	to	to	ADP
aiol-8198	61	50	current	current	ADJ
aiol-8198	61	51	date	date	NOUN
aiol-8198	61	52	(	(	PUNCT
aiol-8198	61	53	°	°	PROPN
aiol-8198	61	54	с	с	PROPN
aiol-8198	61	55	)	)	PUNCT
aiol-8198	61	56	;	;	PUNCT
aiol-8198	61	57	j	j	PROPN
aiol-8198	61	58	is	be	AUX
aiol-8198	61	59	the	the	DET
aiol-8198	61	60	counting	count	VERB
aiol-8198	61	61	number	number	NOUN
aiol-8198	61	62	of	of	ADP
aiol-8198	61	63	days	day	NOUN
aiol-8198	61	64	from	from	ADP
aiol-8198	61	65	current	current	ADJ
aiol-8198	61	66	date	date	NOUN
aiol-8198	61	67	;	;	PUNCT
aiol-8198	61	68	tj	tj	X
aiol-8198	61	69	is	be	AUX
aiol-8198	61	70	the	the	DET
aiol-8198	61	71	daily	daily	ADJ
aiol-8198	61	72	predicted	predict	VERB
aiol-8198	61	73	air	air	NOUN
aiol-8198	61	74	temperature	temperature	NOUN
aiol-8198	61	75	of	of	ADP
aiol-8198	61	76	jth	jth	PROPN
aiol-8198	61	77	days	day	NOUN
aiol-8198	61	78	(	(	PUNCT
aiol-8198	61	79	°	°	PROPN
aiol-8198	61	80	с	с	NOUN
aiol-8198	61	81	)	)	PUNCT
aiol-8198	61	82	.	.	PUNCT
aiol-8198	62	1	the	the	DET
aiol-8198	62	2	method	method	NOUN
aiol-8198	62	3	of	of	ADP
aiol-8198	62	4	calculation	calculation	NOUN
aiol-8198	62	5	resides	reside	VERB
aiol-8198	62	6	in	in	ADP
aiol-8198	62	7	searching	search	VERB
aiol-8198	62	8	the	the	DET
aiol-8198	62	9	value	value	NOUN
aiol-8198	62	10	x	x	PUNCT
aiol-8198	62	11	where	where	SCONJ
aiol-8198	62	12	eq	eq	NOUN
aiol-8198	62	13	.	.	NOUN
aiol-8198	62	14	2	2	NUM
aiol-8198	62	15	will	will	AUX
aiol-8198	62	16	be	be	AUX
aiol-8198	62	17	true	true	ADJ
aiol-8198	62	18	.	.	PUNCT
aiol-8198	63	1	results	result	NOUN
aiol-8198	63	2	for	for	ADP
aiol-8198	63	3	the	the	DET
aiol-8198	63	4	analyzed	analyze	VERB
aiol-8198	63	5	range	range	NOUN
aiol-8198	63	6	of	of	ADP
aiol-8198	63	7	years	year	NOUN
aiol-8198	63	8	2000	2000	NUM
aiol-8198	63	9	-	-	SYM
aiol-8198	63	10	2018	2018	NUM
aiol-8198	63	11	,	,	PUNCT
aiol-8198	63	12	the	the	DET
aiol-8198	63	13	duration	duration	NOUN
aiol-8198	63	14	of	of	ADP
aiol-8198	63	15	ice	ice	NOUN
aiol-8198	63	16	phenomena	phenomena	PROPN
aiol-8198	63	17	period	period	NOUN
aiol-8198	63	18	varied	varied	ADJ
aiol-8198	63	19	from	from	ADP
aiol-8198	63	20	132	132	NUM
aiol-8198	63	21	to	to	PART
aiol-8198	63	22	203	203	NUM
aiol-8198	63	23	days	day	NOUN
aiol-8198	63	24	with	with	ADP
aiol-8198	63	25	the	the	DET
aiol-8198	63	26	average	average	ADJ
aiol-8198	63	27	value	value	NOUN
aiol-8198	63	28	of	of	ADP
aiol-8198	63	29	171	171	NUM
aiol-8198	63	30	days	day	NOUN
aiol-8198	63	31	(	(	PUNCT
aiol-8198	63	32	from	from	ADP
aiol-8198	63	33	november	november	PROPN
aiol-8198	63	34	to	to	ADP
aiol-8198	63	35	may	may	PROPN
aiol-8198	63	36	)	)	PUNCT
aiol-8198	63	37	,	,	PUNCT
aiol-8198	63	38	coefficient	coefficient	NOUN
aiol-8198	63	39	of	of	ADP
aiol-8198	63	40	variation	variation	NOUN
aiol-8198	63	41	is	be	AUX
aiol-8198	63	42	10	10	NUM
aiol-8198	63	43	%	%	NOUN
aiol-8198	63	44	,	,	PUNCT
aiol-8198	63	45	complete	complete	ADJ
aiol-8198	63	46	freeze	freeze	NOUN
aiol-8198	63	47	-	-	PUNCT
aiol-8198	63	48	up	up	NOUN
aiol-8198	63	49	period	period	NOUN
aiol-8198	63	50	from	from	ADP
aiol-8198	63	51	11	11	NUM
aiol-8198	63	52	to	to	PART
aiol-8198	63	53	137	137	NUM
aiol-8198	63	54	days	day	NOUN
aiol-8198	63	55	,	,	PUNCT
aiol-8198	63	56	with	with	ADP
aiol-8198	63	57	the	the	DET
aiol-8198	63	58	average	average	ADJ
aiol-8198	63	59	value	value	NOUN
aiol-8198	63	60	of	of	ADP
aiol-8198	63	61	90	90	NUM
aiol-8198	63	62	days	day	NOUN
aiol-8198	63	63	,	,	PUNCT
aiol-8198	63	64	coefficient	coefficient	NOUN
aiol-8198	63	65	of	of	ADP
aiol-8198	63	66	variation	variation	NOUN
aiol-8198	63	67	is	be	AUX
aiol-8198	63	68	36	36	NUM
aiol-8198	63	69	%	%	NOUN
aiol-8198	63	70	.	.	PUNCT
aiol-8198	64	1	statistical	statistical	ADJ
aiol-8198	64	2	characteristics	characteristic	NOUN
aiol-8198	64	3	of	of	ADP
aiol-8198	64	4	accumulated	accumulate	VERB
aiol-8198	64	5	positive	positive	ADJ
aiol-8198	64	6	and	and	CCONJ
aiol-8198	64	7	negative	negative	ADJ
aiol-8198	64	8	air	air	NOUN
aiol-8198	64	9	temperatures	temperature	NOUN
aiol-8198	64	10	over	over	ADP
aiol-8198	64	11	lake	lake	PROPN
aiol-8198	64	12	onego	onego	NOUN
aiol-8198	64	13	are	be	AUX
aiol-8198	64	14	represented	represent	VERB
aiol-8198	64	15	on	on	ADP
aiol-8198	64	16	fig	fig	NOUN
aiol-8198	64	17	.	.	PUNCT
aiol-8198	65	1	3	3	X
aiol-8198	65	2	.	.	X
aiol-8198	65	3	for	for	ADP
aiol-8198	65	4	the	the	DET
aiol-8198	65	5	years	year	NOUN
aiol-8198	65	6	2000	2000	NUM
aiol-8198	65	7	-	-	SYM
aiol-8198	65	8	2018	2018	NUM
aiol-8198	65	9	,	,	PUNCT
aiol-8198	65	10	the	the	DET
aiol-8198	65	11	accumulated	accumulate	VERB
aiol-8198	65	12	sums	sum	NOUN
aiol-8198	65	13	of	of	ADP
aiol-8198	65	14	positive	positive	ADJ
aiol-8198	65	15	air	air	NOUN
aiol-8198	65	16	temperatures	temperature	NOUN
aiol-8198	65	17	over	over	ADP
aiol-8198	65	18	the	the	DET
aiol-8198	65	19	lake	lake	NOUN
aiol-8198	65	20	onego	onego	PROPN
aiol-8198	65	21	∑t+max	∑t+max	PROPN
aiol-8198	65	22	ranged	range	VERB
aiol-8198	65	23	from	from	ADP
aiol-8198	65	24	1932	1932	NUM
aiol-8198	65	25	°	°	NOUN
aiol-8198	65	26	с	с	PROPN
aiol-8198	65	27	to	to	ADP
aiol-8198	65	28	2527	2527	NUM
aiol-8198	65	29	°	°	PROPN
aiol-8198	65	30	с	с	PROPN
aiol-8198	65	31	,	,	PUNCT
aiol-8198	65	32	absolute	absolute	ADJ
aiol-8198	65	33	values	value	NOUN
aiol-8198	65	34	of	of	ADP
aiol-8198	65	35	negative	negative	ADJ
aiol-8198	65	36	air	air	NOUN
aiol-8198	65	37	temperatures	temperature	NOUN
aiol-8198	65	38	∑t	∑t	PROPN
aiol-8198	65	39	–	–	PUNCT
aiol-8198	65	40	max	max	PROPN
aiol-8198	65	41	from	from	ADP
aiol-8198	65	42	553	553	NUM
aiol-8198	65	43	°	°	NOUN
aiol-8198	65	44	с	с	NOUN
aiol-8198	65	45	to	to	ADP
aiol-8198	65	46	1520	1520	NUM
aiol-8198	65	47	°	°	NUM
aiol-8198	65	48	с	с	NOUN
aiol-8198	65	49	.	.	PUNCT
aiol-8198	66	1	it	it	PRON
aiol-8198	66	2	is	be	AUX
aiol-8198	66	3	noteworthy	noteworthy	ADJ
aiol-8198	66	4	that	that	SCONJ
aiol-8198	66	5	the	the	DET
aiol-8198	66	6	average	average	ADJ
aiol-8198	66	7	daily	daily	ADJ
aiol-8198	66	8	air	air	NOUN
aiol-8198	66	9	temperature	temperature	NOUN
aiol-8198	66	10	over	over	ADP
aiol-8198	66	11	lake	lake	PROPN
aiol-8198	66	12	onego	onego	NOUN
aiol-8198	66	13	in	in	ADP
aiol-8198	66	14	the	the	DET
aiol-8198	66	15	years	year	NOUN
aiol-8198	66	16	2000	2000	NUM
aiol-8198	66	17	-	-	SYM
aiol-8198	66	18	2018	2018	NUM
aiol-8198	66	19	was	be	AUX
aiol-8198	66	20	0.9	0.9	NUM
aiol-8198	66	21	°	°	NOUN
aiol-8198	66	22	с	с	NOUN
aiol-8198	66	23	higher	high	ADJ
aiol-8198	66	24	than	than	ADP
aiol-8198	66	25	in	in	ADP
aiol-8198	66	26	1936	1936	NUM
aiol-8198	66	27	-	-	SYM
aiol-8198	66	28	1999	1999	NUM
aiol-8198	66	29	(	(	PUNCT
aiol-8198	66	30	data	datum	NOUN
aiol-8198	66	31	provided	provide	VERB
aiol-8198	66	32	by	by	ADP
aiol-8198	66	33	rihmi	rihmi	NOUN
aiol-8198	66	34	-	-	PUNCT
aiol-8198	66	35	wdc	wdc	NOUN
aiol-8198	66	36	)	)	PUNCT
aiol-8198	66	37	(	(	PUNCT
aiol-8198	66	38	tab	tab	NOUN
aiol-8198	66	39	.	.	NOUN
aiol-8198	66	40	1	1	NUM
aiol-8198	66	41	)	)	PUNCT
aiol-8198	66	42	.	.	PUNCT
aiol-8198	67	1	in	in	ADP
aiol-8198	67	2	addition	addition	NOUN
aiol-8198	67	3	,	,	PUNCT
aiol-8198	67	4	this	this	DET
aiol-8198	67	5	increase	increase	NOUN
aiol-8198	67	6	in	in	ADP
aiol-8198	67	7	the	the	DET
aiol-8198	67	8	average	average	ADJ
aiol-8198	67	9	air	air	NOUN
aiol-8198	67	10	temperature	temperature	NOUN
aiol-8198	67	11	was	be	AUX
aiol-8198	67	12	mainly	mainly	ADV
aiol-8198	67	13	caused	cause	VERB
aiol-8198	67	14	by	by	ADP
aiol-8198	67	15	frequent	frequent	ADJ
aiol-8198	67	16	warm	warm	ADJ
aiol-8198	67	17	winters	winter	NOUN
aiol-8198	67	18	over	over	ADP
aiol-8198	67	19	the	the	DET
aiol-8198	67	20	last	last	ADJ
aiol-8198	67	21	years	year	NOUN
aiol-8198	67	22	.	.	PUNCT
aiol-8198	68	1	over	over	ADP
aiol-8198	68	2	the	the	DET
aiol-8198	68	3	years	year	NOUN
aiol-8198	68	4	20002018	20002018	NUM
aiol-8198	68	5	,	,	PUNCT
aiol-8198	68	6	the	the	DET
aiol-8198	68	7	cold	cold	ADJ
aiol-8198	68	8	seasons	season	NOUN
aiol-8198	68	9	differed	differ	VERB
aiol-8198	68	10	from	from	ADP
aiol-8198	68	11	one	one	NUM
aiol-8198	68	12	another	another	DET
aiol-8198	68	13	in	in	ADP
aiol-8198	68	14	terms	term	NOUN
aiol-8198	68	15	of	of	ADP
aiol-8198	68	16	temperature	temperature	NOUN
aiol-8198	68	17	conditions	condition	NOUN
aiol-8198	68	18	more	more	ADV
aiol-8198	68	19	considerably	considerably	ADV
aiol-8198	68	20	(	(	PUNCT
aiol-8198	68	21	variation	variation	NOUN
aiol-8198	68	22	coefficient	coefficient	NOUN
aiol-8198	68	23	of	of	ADP
aiol-8198	68	24	∑t	∑t	PROPN
aiol-8198	68	25	–	–	PUNCT
aiol-8198	68	26	max	max	PROPN
aiol-8198	68	27	32	32	NUM
aiol-8198	68	28	%	%	NOUN
aiol-8198	68	29	)	)	PUNCT
aiol-8198	68	30	than	than	ADP
aiol-8198	68	31	the	the	DET
aiol-8198	68	32	warm	warm	ADJ
aiol-8198	68	33	seasons	season	NOUN
aiol-8198	68	34	(	(	PUNCT
aiol-8198	68	35	variation	variation	NOUN
aiol-8198	68	36	coefficient	coefficient	NOUN
aiol-8198	68	37	of	of	ADP
aiol-8198	68	38	∑t+max	∑t+max	PROPN
aiol-8198	68	39	7	7	NUM
aiol-8198	68	40	%	%	NOUN
aiol-8198	68	41	)	)	PUNCT
aiol-8198	68	42	.	.	PUNCT
aiol-8198	69	1	according	accord	VERB
aiol-8198	69	2	to	to	ADP
aiol-8198	69	3	the	the	DET
aiol-8198	69	4	calculations	calculation	NOUN
aiol-8198	69	5	for	for	ADP
aiol-8198	69	6	the	the	DET
aiol-8198	69	7	years	year	NOUN
aiol-8198	69	8	2000	2000	NUM
aiol-8198	69	9	-	-	SYM
aiol-8198	69	10	2018	2018	NUM
aiol-8198	69	11	,	,	PUNCT
aiol-8198	69	12	the	the	DET
aiol-8198	69	13	dates	date	NOUN
aiol-8198	69	14	of	of	ADP
aiol-8198	69	15	air	air	NOUN
aiol-8198	69	16	temperature	temperature	NOUN
aiol-8198	69	17	transition	transition	NOUN
aiol-8198	69	18	over	over	ADP
aiol-8198	69	19	0	0	NUM
aiol-8198	69	20	°	°	NOUN
aiol-8198	69	21	с	с	NOUN
aiol-8198	69	22	to	to	ADP
aiol-8198	69	23	negative	negative	ADJ
aiol-8198	69	24	values	value	NOUN
aiol-8198	69	25	over	over	ADP
aiol-8198	69	26	lake	lake	PROPN
aiol-8198	69	27	onego	onego	NOUN
aiol-8198	69	28	were	be	AUX
aiol-8198	69	29	within	within	ADP
aiol-8198	69	30	the	the	DET
aiol-8198	69	31	range	range	NOUN
aiol-8198	69	32	from	from	ADP
aiol-8198	69	33	14th	14th	ADJ
aiol-8198	69	34	october	october	NOUN
aiol-8198	69	35	to	to	ADP
aiol-8198	69	36	25th	25th	NOUN
aiol-8198	69	37	november	november	PROPN
aiol-8198	69	38	,	,	PUNCT
aiol-8198	69	39	and	and	CCONJ
aiol-8198	69	40	to	to	ADP
aiol-8198	69	41	positive	positive	ADJ
aiol-8198	69	42	values	value	NOUN
aiol-8198	69	43	from	from	ADP
aiol-8198	69	44	4th	4th	ADJ
aiol-8198	69	45	march	march	NOUN
aiol-8198	69	46	to	to	ADP
aiol-8198	69	47	21st	21st	PROPN
aiol-8198	69	48	april	april	PROPN
aiol-8198	69	49	.	.	PUNCT
aiol-8198	70	1	the	the	DET
aiol-8198	70	2	average	average	ADJ
aiol-8198	70	3	period	period	NOUN
aiol-8198	70	4	with	with	ADP
aiol-8198	70	5	positive	positive	ADJ
aiol-8198	70	6	air	air	NOUN
aiol-8198	70	7	temperatures	temperature	NOUN
aiol-8198	70	8	(	(	PUNCT
aiol-8198	70	9	warm	warm	ADJ
aiol-8198	70	10	season	season	NOUN
aiol-8198	70	11	)	)	PUNCT
aiol-8198	70	12	lasted	last	VERB
aiol-8198	70	13	220	220	NUM
aiol-8198	70	14	days	day	NOUN
aiol-8198	70	15	,	,	PUNCT
aiol-8198	70	16	and	and	CCONJ
aiol-8198	70	17	with	with	ADP
aiol-8198	70	18	negative	negative	ADJ
aiol-8198	70	19	air	air	NOUN
aiol-8198	70	20	temperatures	temperature	NOUN
aiol-8198	70	21	(	(	PUNCT
aiol-8198	70	22	cold	cold	ADJ
aiol-8198	70	23	season	season	NOUN
aiol-8198	70	24	)	)	PUNCT
aiol-8198	70	25	144	144	NUM
aiol-8198	70	26	days	day	NOUN
aiol-8198	70	27	.	.	PUNCT
aiol-8198	71	1	correlation	correlation	NOUN
aiol-8198	71	2	analysis	analysis	NOUN
aiol-8198	71	3	showed	show	VERB
aiol-8198	71	4	,	,	PUNCT
aiol-8198	71	5	that	that	SCONJ
aiol-8198	71	6	the	the	DET
aiol-8198	71	7	following	follow	VERB
aiol-8198	71	8	values	value	NOUN
aiol-8198	71	9	:	:	PUNCT
aiol-8198	71	10	∑ice	∑ice	PROPN
aiol-8198	71	11	,	,	PUNCT
aiol-8198	71	12	the	the	DET
aiol-8198	71	13	duration	duration	NOUN
aiol-8198	71	14	of	of	ADP
aiol-8198	71	15	freeze	freeze	NOUN
aiol-8198	71	16	-	-	PUNCT
aiol-8198	71	17	up	up	NOUN
aiol-8198	71	18	d	d	PROPN
aiol-8198	71	19	(	(	PUNCT
aiol-8198	71	20	days	day	NOUN
aiol-8198	71	21	)	)	PUNCT
aiol-8198	71	22	and	and	CCONJ
aiol-8198	71	23	the	the	DET
aiol-8198	71	24	total	total	ADJ
aiol-8198	71	25	period	period	NOUN
aiol-8198	71	26	of	of	ADP
aiol-8198	71	27	ice	ice	NOUN
aiol-8198	71	28	phenomena	phenomena	PROPN
aiol-8198	71	29	l	l	NOUN
aiol-8198	71	30	(	(	PUNCT
aiol-8198	71	31	days	day	NOUN
aiol-8198	71	32	)	)	PUNCT
aiol-8198	71	33	on	on	ADP
aiol-8198	71	34	the	the	DET
aiol-8198	71	35	lake	lake	NOUN
aiol-8198	71	36	onego	onego	NOUN
aiol-8198	71	37	have	have	AUX
aiol-8198	71	38	close	close	ADJ
aiol-8198	71	39	correlation	correlation	NOUN
aiol-8198	71	40	(	(	PUNCT
aiol-8198	71	41	l	l	NOUN
aiol-8198	71	42	to	to	ADP
aiol-8198	71	43	a	a	DET
aiol-8198	71	44	lesser	less	ADJ
aiol-8198	71	45	extent	extent	NOUN
aiol-8198	71	46	)	)	PUNCT
aiol-8198	71	47	with	with	ADP
aiol-8198	71	48	annual	annual	ADJ
aiol-8198	71	49	average	average	ADJ
aiol-8198	71	50	air	air	NOUN
aiol-8198	71	51	temperature	temperature	NOUN
aiol-8198	71	52	over	over	ADP
aiol-8198	71	53	the	the	DET
aiol-8198	71	54	lake	lake	NOUN
aiol-8198	71	55	t̅	t̅	PROPN
aiol-8198	71	56	(	(	PUNCT
aiol-8198	71	57	paired	pair	VERB
aiol-8198	71	58	correlation	correlation	NOUN
aiol-8198	71	59	coeffifig	coeffifig	NOUN
aiol-8198	71	60	.	.	PUNCT
aiol-8198	72	1	3	3	X
aiol-8198	72	2	.	.	X
aiol-8198	72	3	integral	integral	ADJ
aiol-8198	72	4	curves	curve	NOUN
aiol-8198	72	5	of	of	ADP
aiol-8198	72	6	positive	positive	ADJ
aiol-8198	72	7	(	(	PUNCT
aiol-8198	72	8	a	a	NOUN
aiol-8198	72	9	)	)	PUNCT
aiol-8198	72	10	and	and	CCONJ
aiol-8198	72	11	negative	negative	ADJ
aiol-8198	72	12	(	(	PUNCT
aiol-8198	72	13	b	b	NOUN
aiol-8198	72	14	)	)	PUNCT
aiol-8198	72	15	air	air	NOUN
aiol-8198	72	16	temperatures	temperature	NOUN
aiol-8198	72	17	over	over	ADP
aiol-8198	72	18	lake	lake	PROPN
aiol-8198	72	19	onego	onego	NOUN
aiol-8198	72	20	with	with	ADP
aiol-8198	72	21	the	the	DET
aiol-8198	72	22	range	range	NOUN
aiol-8198	72	23	of	of	ADP
aiol-8198	72	24	sample	sample	NOUN
aiol-8198	72	25	for	for	ADP
aiol-8198	72	26	the	the	DET
aiol-8198	72	27	period	period	NOUN
aiol-8198	72	28	2000	2000	NUM
aiol-8198	72	29	-	-	SYM
aiol-8198	72	30	2018	2018	NUM
aiol-8198	72	31	.	.	PUNCT
aiol-8198	73	1	tab	tab	NOUN
aiol-8198	73	2	.	.	PUNCT
aiol-8198	74	1	1	1	X
aiol-8198	74	2	.	.	PUNCT
aiol-8198	74	3	temperature	temperature	NOUN
aiol-8198	74	4	conditions	condition	NOUN
aiol-8198	74	5	over	over	ADP
aiol-8198	74	6	lake	lake	PROPN
aiol-8198	74	7	onego	onego	NOUN
aiol-8198	74	8	at	at	ADP
aiol-8198	74	9	different	different	ADJ
aiol-8198	74	10	time	time	NOUN
aiol-8198	74	11	periods	period	NOUN
aiol-8198	74	12	.	.	PUNCT
aiol-8198	75	1	period	period	NOUN
aiol-8198	75	2	average	average	ADJ
aiol-8198	75	3	air	air	NOUN
aiol-8198	75	4	temperature	temperature	NOUN
aiol-8198	75	5	(	(	PUNCT
aiol-8198	75	6	°	°	PROPN
aiol-8198	75	7	с	с	NOUN
aiol-8198	75	8	)	)	PUNCT
aiol-8198	75	9	difference	difference	NOUN
aiol-8198	75	10	(	(	PUNCT
aiol-8198	75	11	°	°	PROPN
aiol-8198	75	12	с	с	NOUN
aiol-8198	75	13	)	)	PUNCT
aiol-8198	75	14	1936	1936	NUM
aiol-8198	75	15	-	-	SYM
aiol-8198	75	16	1999	1999	NUM
aiol-8198	75	17	2000	2000	NUM
aiol-8198	75	18	-	-	SYM
aiol-8198	75	19	2018	2018	NUM
aiol-8198	75	20	year	year	NOUN
aiol-8198	75	21	2.7	2.7	NUM
aiol-8198	75	22	3.6	3.6	NUM
aiol-8198	75	23	0.9	0.9	NUM
aiol-8198	75	24	warm	warm	ADJ
aiol-8198	75	25	season	season	NOUN
aiol-8198	75	26	9.6	9.6	NUM
aiol-8198	75	27	10.4	10.4	NUM
aiol-8198	75	28	0.8	0.8	NUM
aiol-8198	75	29	cold	cold	ADJ
aiol-8198	75	30	season	season	NOUN
aiol-8198	75	31	–	–	PUNCT
aiol-8198	75	32	8.2	8.2	NUM
aiol-8198	75	33	–	–	PUNCT
aiol-8198	75	34	6.8	6.8	NUM
aiol-8198	75	35	1.4	1.4	NUM
aiol-8198	75	36	non	non	ADJ
aiol-8198	75	37	-co	-co	PROPN
aiol-8198	75	38	mmerc	mmerc	PROPN
aiol-8198	75	39	ial	ial	PROPN
aiol-8198	75	40	us	us	PROPN
aiol-8198	76	1	e	e	NOUN
aiol-8198	76	2	o	o	PROPN
aiol-8198	76	3	nly	nly	ADV
aiol-8198	76	4	v.n	v.n	PROPN
aiol-8198	76	5	.	.	PROPN
aiol-8198	76	6	baklagin28	baklagin28	PROPN
aiol-8198	76	7	cients	cient	NOUN
aiol-8198	76	8	-0.89	-0.89	PROPN
aiol-8198	76	9	,	,	PUNCT
aiol-8198	76	10	-0.83	-0.83	NOUN
aiol-8198	76	11	and	and	CCONJ
aiol-8198	76	12	-0.50	-0.50	NUM
aiol-8198	76	13	,	,	PUNCT
aiol-8198	76	14	respectively	respectively	ADV
aiol-8198	76	15	)	)	PUNCT
aiol-8198	76	16	.	.	PUNCT
aiol-8198	77	1	the	the	DET
aiol-8198	77	2	regression	regression	NOUN
aiol-8198	77	3	analysis	analysis	NOUN
aiol-8198	77	4	revealed	reveal	VERB
aiol-8198	77	5	polynomial	polynomial	ADJ
aiol-8198	77	6	relationships	relationship	NOUN
aiol-8198	77	7	of	of	ADP
aiol-8198	77	8	∑ice	∑ice	NOUN
aiol-8198	77	9	and	and	CCONJ
aiol-8198	77	10	d	d	X
aiol-8198	77	11	with	with	ADP
aiol-8198	77	12	annual	annual	ADJ
aiol-8198	77	13	average	average	ADJ
aiol-8198	77	14	air	air	NOUN
aiol-8198	77	15	temperature	temperature	NOUN
aiol-8198	77	16	over	over	ADP
aiol-8198	77	17	the	the	DET
aiol-8198	77	18	lake	lake	NOUN
aiol-8198	77	19	t̅	t̅	PROPN
aiol-8198	77	20	:	:	PUNCT
aiol-8198	77	21	∑ice=	∑ice=	X
aiol-8198	77	22	–	–	PUNCT
aiol-8198	77	23	0,548	0,548	NUM
aiol-8198	77	24	∙	∙	PROPN
aiol-8198	77	25	t̅	t̅	X
aiol-8198	77	26	2–17,566	2–17,566	NUM
aiol-8198	77	27	∙	∙	X
aiol-8198	77	28	t̅	t̅	X
aiol-8198	77	29	+188,649	+188,649	X
aiol-8198	77	30	(	(	PUNCT
aiol-8198	77	31	r2=0.8	r2=0.8	PROPN
aiol-8198	77	32	;	;	PUNCT
aiol-8198	77	33	p<0.05	p<0.05	PROPN
aiol-8198	77	34	)	)	PUNCT
aiol-8198	77	35	(	(	PUNCT
aiol-8198	77	36	eq	eq	NOUN
aiol-8198	77	37	.	.	NOUN
aiol-8198	77	38	3	3	X
aiol-8198	77	39	)	)	PUNCT
aiol-8198	77	40	d=	d=	NUM
aiol-8198	77	41	–	–	PUNCT
aiol-8198	77	42	3,894	3,894	NUM
aiol-8198	77	43	∙	∙	PROPN
aiol-8198	77	44	t̅	t̅	ADP
aiol-8198	77	45	2–3,782	2–3,782	PROPN
aiol-8198	77	46	∙	∙	PROPN
aiol-8198	77	47	t̅	t̅	X
aiol-8198	77	48	+157,531	+157,531	PROPN
aiol-8198	77	49	(	(	PUNCT
aiol-8198	77	50	r2=0.7	r2=0.7	NOUN
aiol-8198	77	51	;	;	PUNCT
aiol-8198	77	52	p<0.05	p<0.05	NOUN
aiol-8198	77	53	)	)	PUNCT
aiol-8198	77	54	(	(	PUNCT
aiol-8198	77	55	eq	eq	NOUN
aiol-8198	77	56	.	.	NOUN
aiol-8198	77	57	4	4	X
aiol-8198	77	58	)	)	PUNCT
aiol-8198	77	59	updating	update	VERB
aiol-8198	77	60	air	air	NOUN
aiol-8198	77	61	temperature	temperature	NOUN
aiol-8198	77	62	–	–	PUNCT
aiol-8198	77	63	ice	ice	NOUN
aiol-8198	77	64	regime	regime	NOUN
aiol-8198	77	65	relationships	relationship	NOUN
aiol-8198	77	66	the	the	DET
aiol-8198	77	67	starting	starting	NOUN
aiol-8198	77	68	date	date	NOUN
aiol-8198	77	69	of	of	ADP
aiol-8198	77	70	ice	ice	NOUN
aiol-8198	77	71	phenomena	phenomena	NOUN
aiol-8198	77	72	formation	formation	NOUN
aiol-8198	77	73	on	on	ADP
aiol-8198	77	74	lake	lake	PROPN
aiol-8198	77	75	onego	onego	NOUN
aiol-8198	77	76	was	be	AUX
aiol-8198	77	77	calculated	calculate	VERB
aiol-8198	77	78	by	by	ADP
aiol-8198	77	79	multiple	multiple	ADJ
aiol-8198	77	80	regression	regression	NOUN
aiol-8198	77	81	from	from	ADP
aiol-8198	77	82	monthly	monthly	ADJ
aiol-8198	77	83	average	average	ADJ
aiol-8198	77	84	air	air	NOUN
aiol-8198	77	85	temperatures	temperature	NOUN
aiol-8198	77	86	:	:	PUNCT
aiol-8198	77	87	dfreezing=	dfreezing=	PROPN
aiol-8198	77	88	0,249	0,249	NUM
aiol-8198	77	89	∙	∙	PROPN
aiol-8198	77	90	t̅xii	t̅xii	PROPN
aiol-8198	77	91	2	2	NUM
aiol-8198	77	92	–	–	PUNCT
aiol-8198	77	93	0,061	0,061	NUM
aiol-8198	77	94	∙	∙	NOUN
aiol-8198	77	95	t̅xi	t̅xi	NOUN
aiol-8198	77	96	2	2	NUM
aiol-8198	77	97	–	–	PUNCT
aiol-8198	77	98	0,444	0,444	NUM
aiol-8198	77	99	∙	∙	PROPN
aiol-8198	77	100	t̅x	t̅x	PROPN
aiol-8198	77	101	2	2	NUM
aiol-8198	77	102	+	+	NUM
aiol-8198	77	103	4,253	4,253	NUM
aiol-8198	77	104	∙	∙	PROPN
aiol-8198	77	105	t̅ix	t̅ix	NOUN
aiol-8198	77	106	2	2	NUM
aiol-8198	77	107	+	+	NUM
aiol-8198	77	108	3,579	3,579	NUM
aiol-8198	77	109	∙	∙	PROPN
aiol-8198	77	110	t̅xii	t̅xii	PROPN
aiol-8198	78	1	+	+	CCONJ
aiol-8198	78	2	1,974	1,974	NUM
aiol-8198	78	3	∙	∙	NOUN
aiol-8198	78	4	t̅xi	t̅xi	NOUN
aiol-8198	78	5	+	+	CCONJ
aiol-8198	78	6	4,122	4,122	NUM
aiol-8198	78	7	∙	∙	PROPN
aiol-8198	78	8	t̅x	t̅x	PROPN
aiol-8198	78	9	–	–	PUNCT
aiol-8198	78	10	79,643	79,643	NUM
aiol-8198	78	11	∙	∙	PROPN
aiol-8198	78	12	t̅ix	t̅ix	NOUN
aiol-8198	79	1	+	+	CCONJ
aiol-8198	79	2	422,458	422,458	NUM
aiol-8198	79	3	(	(	PUNCT
aiol-8198	79	4	r2=0.81	r2=0.81	NOUN
aiol-8198	79	5	;	;	PUNCT
aiol-8198	79	6	p<0.05	p<0.05	PROPN
aiol-8198	79	7	)	)	PUNCT
aiol-8198	79	8	(	(	PUNCT
aiol-8198	79	9	eq	eq	NOUN
aiol-8198	79	10	.	.	NOUN
aiol-8198	79	11	5	5	NUM
aiol-8198	79	12	)	)	PUNCT
aiol-8198	79	13	where	where	SCONJ
aiol-8198	79	14	dfreezing	dfreezing	NOUN
aiol-8198	79	15	is	be	AUX
aiol-8198	79	16	the	the	DET
aiol-8198	79	17	duration	duration	NOUN
aiol-8198	79	18	of	of	ADP
aiol-8198	79	19	the	the	DET
aiol-8198	79	20	period	period	NOUN
aiol-8198	79	21	from	from	ADP
aiol-8198	79	22	1st	1st	ADJ
aiol-8198	79	23	october	october	PROPN
aiol-8198	79	24	to	to	ADP
aiol-8198	79	25	the	the	DET
aiol-8198	79	26	beginning	beginning	NOUN
aiol-8198	79	27	of	of	ADP
aiol-8198	79	28	ice	ice	NOUN
aiol-8198	79	29	phenomena	phenomena	NOUN
aiol-8198	79	30	formation	formation	NOUN
aiol-8198	79	31	,	,	PUNCT
aiol-8198	79	32	(	(	PUNCT
aiol-8198	79	33	days	day	NOUN
aiol-8198	79	34	)	)	PUNCT
aiol-8198	79	35	;	;	PUNCT
aiol-8198	79	36	t̅i	t̅i	PRON
aiol-8198	79	37	is	be	AUX
aiol-8198	79	38	the	the	DET
aiol-8198	79	39	average	average	ADJ
aiol-8198	79	40	air	air	NOUN
aiol-8198	79	41	temperature	temperature	NOUN
aiol-8198	79	42	of	of	ADP
aiol-8198	79	43	ith	ith	PROPN
aiol-8198	79	44	month	month	NOUN
aiol-8198	79	45	over	over	ADP
aiol-8198	79	46	the	the	DET
aiol-8198	79	47	lake	lake	NOUN
aiol-8198	79	48	in	in	ADP
aiol-8198	79	49	°	°	PROPN
aiol-8198	79	50	с	с	PROPN
aiol-8198	79	51	.	.	PUNCT
aiol-8198	80	1	strong	strong	ADJ
aiol-8198	80	2	correlation	correlation	NOUN
aiol-8198	80	3	(	(	PUNCT
aiol-8198	80	4	r=	r=	ADJ
aiol-8198	80	5	0.76	0.76	NUM
aiol-8198	80	6	;	;	PUNCT
aiol-8198	80	7	p<0.05	p<0.05	PROPN
aiol-8198	80	8	)	)	PUNCT
aiol-8198	80	9	was	be	AUX
aiol-8198	80	10	also	also	ADV
aiol-8198	80	11	identified	identify	VERB
aiol-8198	80	12	between	between	ADP
aiol-8198	80	13	the	the	DET
aiol-8198	80	14	average	average	ADJ
aiol-8198	80	15	air	air	NOUN
aiol-8198	80	16	temperature	temperature	NOUN
aiol-8198	80	17	for	for	ADP
aiol-8198	80	18	a	a	DET
aiol-8198	80	19	two	two	NUM
aiol-8198	80	20	-	-	PUNCT
aiol-8198	80	21	month	month	NOUN
aiol-8198	80	22	period	period	NOUN
aiol-8198	80	23	from	from	ADP
aiol-8198	80	24	november	november	PROPN
aiol-8198	80	25	to	to	ADP
aiol-8198	80	26	december	december	PROPN
aiol-8198	80	27	t̅xi	t̅xi	ADV
aiol-8198	80	28	-	-	PUNCT
aiol-8198	80	29	xii	xii	NOUN
aiol-8198	80	30	and	and	CCONJ
aiol-8198	80	31	the	the	DET
aiol-8198	80	32	dates	date	NOUN
aiol-8198	80	33	of	of	ADP
aiol-8198	80	34	ice	ice	NOUN
aiol-8198	80	35	complete	complete	ADJ
aiol-8198	80	36	freeze	freeze	NOUN
aiol-8198	80	37	-	-	PUNCT
aiol-8198	80	38	up	up	NOUN
aiol-8198	80	39	on	on	ADP
aiol-8198	80	40	the	the	DET
aiol-8198	80	41	lake	lake	NOUN
aiol-8198	80	42	for	for	ADP
aiol-8198	80	43	2000	2000	NUM
aiol-8198	80	44	-	-	SYM
aiol-8198	80	45	2018	2018	NUM
aiol-8198	80	46	.	.	PUNCT
aiol-8198	81	1	the	the	DET
aiol-8198	81	2	dependency	dependency	NOUN
aiol-8198	81	3	of	of	ADP
aiol-8198	81	4	changing	change	VERB
aiol-8198	81	5	of	of	ADP
aiol-8198	81	6	these	these	DET
aiol-8198	81	7	dates	date	NOUN
aiol-8198	81	8	from	from	ADP
aiol-8198	81	9	the	the	DET
aiol-8198	81	10	value	value	NOUN
aiol-8198	81	11	t̅xi	t̅xi	NOUN
aiol-8198	81	12	-	-	PUNCT
aiol-8198	81	13	xii	xii	NOUN
aiol-8198	81	14	was	be	AUX
aiol-8198	81	15	obtained	obtain	VERB
aiol-8198	81	16	(	(	PUNCT
aiol-8198	81	17	fig	fig	NOUN
aiol-8198	81	18	.	.	PUNCT
aiol-8198	82	1	4	4	NUM
aiol-8198	82	2	)	)	PUNCT
aiol-8198	82	3	.	.	PUNCT
aiol-8198	83	1	the	the	DET
aiol-8198	83	2	slope	slope	NOUN
aiol-8198	83	3	factors	factor	NOUN
aiol-8198	83	4	of	of	ADP
aiol-8198	83	5	dependences	dependence	NOUN
aiol-8198	83	6	are	be	AUX
aiol-8198	83	7	coherent	coherent	ADJ
aiol-8198	83	8	with	with	ADP
aiol-8198	83	9	the	the	DET
aiol-8198	83	10	results	result	NOUN
aiol-8198	83	11	of	of	ADP
aiol-8198	83	12	a	a	DET
aiol-8198	83	13	similar	similar	ADJ
aiol-8198	83	14	study	study	NOUN
aiol-8198	83	15	on	on	ADP
aiol-8198	83	16	the	the	DET
aiol-8198	83	17	ice	ice	NOUN
aiol-8198	83	18	regime	regime	NOUN
aiol-8198	83	19	of	of	ADP
aiol-8198	83	20	lake	lake	PROPN
aiol-8198	83	21	onego	onego	NOUN
aiol-8198	83	22	for	for	ADP
aiol-8198	83	23	the	the	DET
aiol-8198	83	24	period	period	NOUN
aiol-8198	83	25	of	of	ADP
aiol-8198	83	26	1950	1950	NUM
aiol-8198	83	27	-	-	SYM
aiol-8198	83	28	2009	2009	NUM
aiol-8198	83	29	(	(	PUNCT
aiol-8198	83	30	efremova	efremova	X
aiol-8198	83	31	et	et	PROPN
aiol-8198	83	32	al	al	PROPN
aiol-8198	83	33	.	.	PROPN
aiol-8198	83	34	,	,	PUNCT
aiol-8198	83	35	2013	2013	NUM
aiol-8198	83	36	)	)	PUNCT
aiol-8198	83	37	(	(	PUNCT
aiol-8198	83	38	tab	tab	NOUN
aiol-8198	83	39	.	.	NOUN
aiol-8198	83	40	2	2	NUM
aiol-8198	83	41	)	)	PUNCT
aiol-8198	83	42	.	.	PUNCT
aiol-8198	84	1	the	the	DET
aiol-8198	84	2	average	average	ADJ
aiol-8198	84	3	air	air	NOUN
aiol-8198	84	4	temperature	temperature	NOUN
aiol-8198	84	5	over	over	ADP
aiol-8198	84	6	the	the	DET
aiol-8198	84	7	lake	lake	NOUN
aiol-8198	84	8	from	from	ADP
aiol-8198	84	9	december	december	PROPN
aiol-8198	84	10	to	to	ADP
aiol-8198	84	11	january	january	PROPN
aiol-8198	84	12	(	(	PUNCT
aiol-8198	84	13	t̅xii	t̅xii	PROPN
aiol-8198	84	14	-	-	PUNCT
aiol-8198	84	15	i	i	NOUN
aiol-8198	84	16	)	)	PUNCT
aiol-8198	84	17	had	have	VERB
aiol-8198	84	18	the	the	DET
aiol-8198	84	19	strongest	strong	ADJ
aiol-8198	84	20	correlation	correlation	NOUN
aiol-8198	84	21	(	(	PUNCT
aiol-8198	84	22	r=0.88	r=0.88	NOUN
aiol-8198	84	23	;	;	PUNCT
aiol-8198	84	24	p<0.05	p<0.05	PROPN
aiol-8198	84	25	)	)	PUNCT
aiol-8198	84	26	with	with	ADP
aiol-8198	84	27	the	the	DET
aiol-8198	84	28	ice	ice	NOUN
aiol-8198	84	29	complete	complete	ADJ
aiol-8198	84	30	freeze	freeze	NOUN
aiol-8198	84	31	-	-	PUNCT
aiol-8198	84	32	up	up	NOUN
aiol-8198	84	33	on	on	ADP
aiol-8198	84	34	lake	lake	PROPN
aiol-8198	84	35	onego	onego	NOUN
aiol-8198	84	36	for	for	ADP
aiol-8198	84	37	the	the	DET
aiol-8198	84	38	period	period	NOUN
aiol-8198	84	39	of	of	ADP
aiol-8198	84	40	2000	2000	NUM
aiol-8198	84	41	-	-	SYM
aiol-8198	84	42	2018	2018	NUM
aiol-8198	84	43	.	.	PUNCT
aiol-8198	85	1	(	(	PUNCT
aiol-8198	85	2	tab	tab	NOUN
aiol-8198	85	3	.	.	NOUN
aiol-8198	85	4	2	2	NUM
aiol-8198	85	5	)	)	PUNCT
aiol-8198	85	6	.	.	PUNCT
aiol-8198	86	1	however	however	ADV
aiol-8198	86	2	,	,	PUNCT
aiol-8198	86	3	values	value	NOUN
aiol-8198	86	4	t̅xi	t̅xi	NOUN
aiol-8198	86	5	-	-	PUNCT
aiol-8198	86	6	xii	xii	NOUN
aiol-8198	86	7	were	be	AUX
aiol-8198	86	8	used	use	VERB
aiol-8198	86	9	to	to	PART
aiol-8198	86	10	define	define	VERB
aiol-8198	86	11	relationships	relationship	NOUN
aiol-8198	86	12	in	in	ADP
aiol-8198	86	13	the	the	DET
aiol-8198	86	14	study	study	NOUN
aiol-8198	86	15	by	by	ADP
aiol-8198	86	16	efremova	efremova	PROPN
aiol-8198	87	1	et	et	PROPN
aiol-8198	87	2	al	al	PROPN
aiol-8198	87	3	.	.	PROPN
aiol-8198	88	1	(	(	PUNCT
aiol-8198	88	2	2013	2013	NUM
aiol-8198	88	3	)	)	PUNCT
aiol-8198	88	4	.	.	PUNCT
aiol-8198	89	1	considering	consider	VERB
aiol-8198	89	2	air	air	NOUN
aiol-8198	89	3	temperatures	temperature	NOUN
aiol-8198	89	4	of	of	ADP
aiol-8198	89	5	a	a	DET
aiol-8198	89	6	4	4	NUM
aiol-8198	89	7	-	-	PUNCT
aiol-8198	89	8	month	month	NOUN
aiol-8198	89	9	period	period	NOUN
aiol-8198	89	10	(	(	PUNCT
aiol-8198	89	11	october	october	PROPN
aiol-8198	89	12	-	-	PUNCT
aiol-8198	89	13	january	january	PROPN
aiol-8198	89	14	)	)	PUNCT
aiol-8198	89	15	instead	instead	ADV
aiol-8198	89	16	of	of	ADP
aiol-8198	89	17	a	a	DET
aiol-8198	89	18	3	3	NUM
aiol-8198	89	19	-	-	PUNCT
aiol-8198	89	20	month	month	NOUN
aiol-8198	89	21	period	period	NOUN
aiol-8198	89	22	(	(	PUNCT
aiol-8198	89	23	october	october	NOUN
aiol-8198	89	24	-	-	PUNCT
aiol-8198	89	25	defig	defig	NOUN
aiol-8198	89	26	.	.	PUNCT
aiol-8198	90	1	4	4	X
aiol-8198	90	2	.	.	X
aiol-8198	90	3	dependences	dependence	NOUN
aiol-8198	90	4	of	of	ADP
aiol-8198	90	5	indicative	indicative	ADJ
aiol-8198	90	6	dates	date	NOUN
aiol-8198	90	7	of	of	ADP
aiol-8198	90	8	ice	ice	NOUN
aiol-8198	90	9	regime	regime	NOUN
aiol-8198	90	10	on	on	ADP
aiol-8198	90	11	lake	lake	PROPN
aiol-8198	90	12	onego	onego	PROPN
aiol-8198	90	13	on	on	ADP
aiol-8198	90	14	air	air	NOUN
aiol-8198	90	15	temperature	temperature	NOUN
aiol-8198	90	16	for	for	ADP
aiol-8198	90	17	the	the	DET
aiol-8198	90	18	years	year	NOUN
aiol-8198	90	19	2000	2000	NUM
aiol-8198	90	20	-	-	SYM
aiol-8198	90	21	2018	2018	NUM
aiol-8198	90	22	,	,	PUNCT
aiol-8198	90	23	where	where	SCONJ
aiol-8198	90	24	a	a	X
aiol-8198	90	25	)	)	PUNCT
aiol-8198	90	26	dates	date	NOUN
aiol-8198	90	27	of	of	ADP
aiol-8198	90	28	complete	complete	ADJ
aiol-8198	90	29	freeze	freeze	NOUN
aiol-8198	90	30	-	-	PUNCT
aiol-8198	90	31	up	up	NOUN
aiol-8198	90	32	depending	depend	VERB
aiol-8198	90	33	on	on	ADP
aiol-8198	90	34	the	the	DET
aiol-8198	90	35	average	average	ADJ
aiol-8198	90	36	air	air	NOUN
aiol-8198	90	37	temperature	temperature	NOUN
aiol-8198	90	38	for	for	ADP
aiol-8198	90	39	period	period	NOUN
aiol-8198	90	40	from	from	ADP
aiol-8198	90	41	november	november	PROPN
aiol-8198	90	42	to	to	ADP
aiol-8198	90	43	december	december	PROPN
aiol-8198	90	44	;	;	PUNCT
aiol-8198	90	45	b	b	X
aiol-8198	90	46	)	)	PUNCT
aiol-8198	90	47	dates	date	NOUN
aiol-8198	90	48	of	of	ADP
aiol-8198	90	49	complete	complete	ADJ
aiol-8198	90	50	freeze	freeze	NOUN
aiol-8198	90	51	-	-	PUNCT
aiol-8198	90	52	up	up	NOUN
aiol-8198	90	53	depending	depend	VERB
aiol-8198	90	54	on	on	ADP
aiol-8198	90	55	the	the	DET
aiol-8198	90	56	average	average	ADJ
aiol-8198	90	57	air	air	NOUN
aiol-8198	90	58	temperature	temperature	NOUN
aiol-8198	90	59	for	for	ADP
aiol-8198	90	60	period	period	NOUN
aiol-8198	90	61	from	from	ADP
aiol-8198	90	62	december	december	PROPN
aiol-8198	90	63	to	to	ADP
aiol-8198	90	64	january	january	PROPN
aiol-8198	90	65	;	;	PUNCT
aiol-8198	90	66	c	c	X
aiol-8198	90	67	)	)	PUNCT
aiol-8198	90	68	dates	date	NOUN
aiol-8198	90	69	of	of	ADP
aiol-8198	90	70	complete	complete	ADJ
aiol-8198	90	71	ice	ice	NOUN
aiol-8198	90	72	clearance	clearance	NOUN
aiol-8198	90	73	depending	depend	VERB
aiol-8198	90	74	on	on	ADP
aiol-8198	90	75	the	the	DET
aiol-8198	90	76	average	average	ADJ
aiol-8198	90	77	air	air	NOUN
aiol-8198	90	78	temperature	temperature	NOUN
aiol-8198	90	79	for	for	ADP
aiol-8198	90	80	period	period	NOUN
aiol-8198	90	81	from	from	ADP
aiol-8198	90	82	april	april	PROPN
aiol-8198	90	83	to	to	ADP
aiol-8198	90	84	may	may	AUX
aiol-8198	90	85	;	;	PUNCT
aiol-8198	90	86	d	d	X
aiol-8198	90	87	)	)	PUNCT
aiol-8198	90	88	dates	date	NOUN
aiol-8198	90	89	of	of	ADP
aiol-8198	90	90	complete	complete	ADJ
aiol-8198	90	91	ice	ice	NOUN
aiol-8198	90	92	clearance	clearance	NOUN
aiol-8198	90	93	depending	depend	VERB
aiol-8198	90	94	on	on	ADP
aiol-8198	90	95	the	the	DET
aiol-8198	90	96	average	average	ADJ
aiol-8198	90	97	air	air	NOUN
aiol-8198	90	98	temperature	temperature	NOUN
aiol-8198	90	99	for	for	ADP
aiol-8198	90	100	april	april	PROPN
aiol-8198	90	101	.	.	PUNCT
aiol-8198	91	1	1	1	NUM
aiol-8198	91	2	,	,	PUNCT
aiol-8198	91	3	actual	actual	ADJ
aiol-8198	91	4	values	value	NOUN
aiol-8198	91	5	;	;	PUNCT
aiol-8198	91	6	2	2	NUM
aiol-8198	91	7	linearly	linearly	ADV
aiol-8198	91	8	regression	regression	NOUN
aiol-8198	91	9	function	function	NOUN
aiol-8198	91	10	.	.	PUNCT
aiol-8198	92	1	non	non	ADJ
aiol-8198	92	2	-co	-co	PROPN
aiol-8198	92	3	mmerc	mmerc	PROPN
aiol-8198	92	4	ial	ial	PROPN
aiol-8198	92	5	us	us	PROPN
aiol-8198	93	1	e	e	NOUN
aiol-8198	93	2	o	o	NOUN
aiol-8198	93	3	nly	nly	ADV
aiol-8198	93	4	variations	variation	NOUN
aiol-8198	93	5	of	of	ADP
aiol-8198	93	6	indicative	indicative	ADJ
aiol-8198	93	7	dates	date	NOUN
aiol-8198	93	8	of	of	ADP
aiol-8198	93	9	ice	ice	NOUN
aiol-8198	93	10	regime	regime	NOUN
aiol-8198	93	11	on	on	ADP
aiol-8198	93	12	lake	lake	PROPN
aiol-8198	93	13	onego	onego	PROPN
aiol-8198	93	14	based	base	VERB
aiol-8198	93	15	on	on	ADP
aiol-8198	93	16	ground	ground	NOUN
aiol-8198	93	17	air	air	NOUN
aiol-8198	93	18	temperature	temperature	NOUN
aiol-8198	93	19	29	29	NUM
aiol-8198	93	20	cember	cember	NOUN
aiol-8198	93	21	)	)	PUNCT
aiol-8198	93	22	as	as	SCONJ
aiol-8198	93	23	used	use	VERB
aiol-8198	93	24	by	by	ADP
aiol-8198	93	25	salo	salo	NOUN
aiol-8198	93	26	and	and	CCONJ
aiol-8198	93	27	nazarova	nazarova	PROPN
aiol-8198	93	28	(	(	PUNCT
aiol-8198	93	29	2011	2011	NUM
aiol-8198	93	30	)	)	PUNCT
aiol-8198	93	31	for	for	ADP
aiol-8198	93	32	estimating	estimate	VERB
aiol-8198	93	33	the	the	DET
aiol-8198	93	34	complete	complete	ADJ
aiol-8198	93	35	freeze	freeze	NOUN
aiol-8198	93	36	-	-	PUNCT
aiol-8198	93	37	up	up	NOUN
aiol-8198	93	38	on	on	ADP
aiol-8198	93	39	lake	lake	PROPN
aiol-8198	93	40	onego	onego	NOUN
aiol-8198	93	41	for	for	ADP
aiol-8198	93	42	1955	1955	NUM
aiol-8198	93	43	-	-	SYM
aiol-8198	93	44	1990	1990	NUM
aiol-8198	93	45	,	,	PUNCT
aiol-8198	93	46	as	as	ADV
aiol-8198	93	47	well	well	ADV
aiol-8198	93	48	as	as	ADP
aiol-8198	93	49	applying	apply	VERB
aiol-8198	93	50	the	the	DET
aiol-8198	93	51	polynomial	polynomial	ADJ
aiol-8198	93	52	multiple	multiple	ADJ
aiol-8198	93	53	regression	regression	NOUN
aiol-8198	93	54	helped	help	VERB
aiol-8198	93	55	to	to	PART
aiol-8198	93	56	improve	improve	VERB
aiol-8198	93	57	the	the	DET
aiol-8198	93	58	explanatory	explanatory	ADJ
aiol-8198	93	59	power	power	NOUN
aiol-8198	93	60	of	of	ADP
aiol-8198	93	61	the	the	DET
aiol-8198	93	62	regression	regression	NOUN
aiol-8198	93	63	model	model	NOUN
aiol-8198	93	64	(	(	PUNCT
aiol-8198	93	65	r2	r2	PROPN
aiol-8198	93	66	rose	rise	VERB
aiol-8198	93	67	from	from	ADP
aiol-8198	93	68	0.74	0.74	NUM
aiol-8198	93	69	to	to	ADP
aiol-8198	93	70	0.89	0.89	NUM
aiol-8198	93	71	):	):	PUNCT
aiol-8198	93	72	dice=0,380	dice=0,380	VERB
aiol-8198	94	1	∙	∙	PROPN
aiol-8198	94	2	t̅i	t̅i	ADV
aiol-8198	94	3	2	2	NUM
aiol-8198	94	4	+	+	NUM
aiol-8198	94	5	0,073	0,073	NUM
aiol-8198	94	6	∙	∙	PROPN
aiol-8198	94	7	t̅xii	t̅xii	PROPN
aiol-8198	94	8	2	2	NUM
aiol-8198	94	9	+	+	NUM
aiol-8198	94	10	0,267	0,267	NUM
aiol-8198	94	11	∙	∙	NOUN
aiol-8198	94	12	t̅xi	t̅xi	NOUN
aiol-8198	94	13	2	2	NUM
aiol-8198	94	14	+	+	NUM
aiol-8198	94	15	0,692	0,692	NUM
aiol-8198	94	16	∙	∙	PROPN
aiol-8198	94	17	t̅x	t̅x	PROPN
aiol-8198	94	18	2	2	NUM
aiol-8198	94	19	+	+	NUM
aiol-8198	94	20	10,295	10,295	NUM
aiol-8198	94	21	∙	∙	NOUN
aiol-8198	94	22	t̅	t̅	PROPN
aiol-8198	95	1	i	i	PRON
aiol-8198	95	2	+	+	CCONJ
aiol-8198	95	3	3,466	3,466	NUM
aiol-8198	95	4	∙	∙	PROPN
aiol-8198	95	5	t̅xii	t̅xii	PROPN
aiol-8198	96	1	+	+	CCONJ
aiol-8198	96	2	2,109	2,109	NUM
aiol-8198	96	3	∙	∙	PROPN
aiol-8198	96	4	t̅xi	t̅xi	NOUN
aiol-8198	96	5	–	–	PUNCT
aiol-8198	96	6	3,881	3,881	NUM
aiol-8198	96	7	∙	∙	PROPN
aiol-8198	96	8	t̅x	t̅x	PROPN
aiol-8198	97	1	+	+	NUM
aiol-8198	97	2	187,491	187,491	NUM
aiol-8198	97	3	(	(	PUNCT
aiol-8198	97	4	r2=0.89	r2=0.89	NOUN
aiol-8198	97	5	;	;	PUNCT
aiol-8198	97	6	p<0.05	p<0.05	NOUN
aiol-8198	97	7	)	)	PUNCT
aiol-8198	97	8	(	(	PUNCT
aiol-8198	97	9	eq	eq	NOUN
aiol-8198	97	10	.	.	PROPN
aiol-8198	97	11	6	6	NUM
aiol-8198	97	12	)	)	PUNCT
aiol-8198	97	13	where	where	SCONJ
aiol-8198	97	14	dice	dice	NOUN
aiol-8198	97	15	is	be	AUX
aiol-8198	97	16	the	the	DET
aiol-8198	97	17	duration	duration	NOUN
aiol-8198	97	18	of	of	ADP
aiol-8198	97	19	the	the	DET
aiol-8198	97	20	period	period	NOUN
aiol-8198	97	21	from	from	ADP
aiol-8198	97	22	1st	1st	ADJ
aiol-8198	97	23	october	october	PROPN
aiol-8198	97	24	to	to	ADP
aiol-8198	97	25	the	the	DET
aiol-8198	97	26	beginning	beginning	NOUN
aiol-8198	97	27	of	of	ADP
aiol-8198	97	28	complete	complete	ADJ
aiol-8198	97	29	freeze	freeze	VERB
aiol-8198	97	30	-	-	PUNCT
aiol-8198	97	31	up	up	ADP
aiol-8198	97	32	phase	phase	NOUN
aiol-8198	97	33	,	,	PUNCT
aiol-8198	97	34	days	day	NOUN
aiol-8198	97	35	.	.	PUNCT
aiol-8198	98	1	the	the	DET
aiol-8198	98	2	beginning	beginning	NOUN
aiol-8198	98	3	of	of	ADP
aiol-8198	98	4	ice	ice	NOUN
aiol-8198	98	5	cover	cover	NOUN
aiol-8198	98	6	break	break	NOUN
aiol-8198	98	7	-	-	PUNCT
aiol-8198	98	8	up	up	NOUN
aiol-8198	98	9	could	could	AUX
aiol-8198	98	10	be	be	AUX
aiol-8198	98	11	determined	determine	VERB
aiol-8198	98	12	by	by	ADP
aiol-8198	98	13	air	air	NOUN
aiol-8198	98	14	temperature	temperature	NOUN
aiol-8198	98	15	from	from	ADP
aiol-8198	98	16	january	january	PROPN
aiol-8198	98	17	to	to	ADP
aiol-8198	98	18	march	march	PROPN
aiol-8198	98	19	:	:	PUNCT
aiol-8198	98	20	dbreak	dbreak	NOUN
aiol-8198	98	21	=	=	SYM
aiol-8198	98	22	–	–	PUNCT
aiol-8198	98	23	0,089	0,089	NUM
aiol-8198	99	1	∙	∙	X
aiol-8198	99	2	t̅iii	t̅iii	X
aiol-8198	99	3	2	2	NUM
aiol-8198	99	4	–	–	PUNCT
aiol-8198	99	5	0,385	0,385	NUM
aiol-8198	99	6	∙	∙	PROPN
aiol-8198	99	7	t̅ii	t̅ii	ADP
aiol-8198	99	8	2	2	NUM
aiol-8198	99	9	–	–	PUNCT
aiol-8198	99	10	0,130	0,130	NUM
aiol-8198	100	1	∙	∙	NOUN
aiol-8198	100	2	t̅i	t̅i	ADV
aiol-8198	100	3	2	2	NUM
aiol-8198	100	4	–	–	PUNCT
aiol-8198	100	5	2,344	2,344	NUM
aiol-8198	100	6	∙	∙	PROPN
aiol-8198	100	7	t̅iii	t̅iii	NOUN
aiol-8198	100	8	–	–	PUNCT
aiol-8198	100	9	8,701	8,701	NUM
aiol-8198	100	10	∙	∙	PROPN
aiol-8198	100	11	t̅ii	t̅ii	ADP
aiol-8198	100	12	–	–	PUNCT
aiol-8198	100	13	4,412	4,412	NUM
aiol-8198	100	14	∙	∙	PROPN
aiol-8198	100	15	t̅i	t̅i	INTJ
aiol-8198	100	16	–	–	PUNCT
aiol-8198	100	17	27,842	27,842	NUM
aiol-8198	100	18	(	(	PUNCT
aiol-8198	100	19	r2=0.63	r2=0.63	X
aiol-8198	100	20	;	;	PUNCT
aiol-8198	100	21	p<0.05	p<0.05	PROPN
aiol-8198	100	22	)	)	PUNCT
aiol-8198	100	23	(	(	PUNCT
aiol-8198	100	24	eq	eq	NOUN
aiol-8198	100	25	.	.	NOUN
aiol-8198	100	26	7	7	NUM
aiol-8198	100	27	)	)	PUNCT
aiol-8198	100	28	where	where	SCONJ
aiol-8198	100	29	dbreak	dbreak	NOUN
aiol-8198	100	30	is	be	AUX
aiol-8198	100	31	the	the	DET
aiol-8198	100	32	duration	duration	NOUN
aiol-8198	100	33	of	of	ADP
aiol-8198	100	34	the	the	DET
aiol-8198	100	35	period	period	NOUN
aiol-8198	100	36	,	,	PUNCT
aiol-8198	100	37	starting	start	VERB
aiol-8198	100	38	with	with	ADP
aiol-8198	100	39	1st	1st	NOUN
aiol-8198	100	40	of	of	ADP
aiol-8198	100	41	march	march	PROPN
aiol-8198	100	42	,	,	PUNCT
aiol-8198	100	43	until	until	ADP
aiol-8198	100	44	the	the	DET
aiol-8198	100	45	beginning	beginning	NOUN
aiol-8198	100	46	of	of	ADP
aiol-8198	100	47	ice	ice	NOUN
aiol-8198	100	48	cover	cover	NOUN
aiol-8198	100	49	break	break	NOUN
aiol-8198	100	50	-	-	PUNCT
aiol-8198	100	51	up	up	NOUN
aiol-8198	100	52	,	,	PUNCT
aiol-8198	100	53	days	day	NOUN
aiol-8198	100	54	.	.	PUNCT
aiol-8198	101	1	a	a	DET
aiol-8198	101	2	lower	low	ADJ
aiol-8198	101	3	negative	negative	ADJ
aiol-8198	101	4	correlation	correlation	NOUN
aiol-8198	101	5	(	(	PUNCT
aiol-8198	101	6	r=-0.52	r=-0.52	NOUN
aiol-8198	101	7	;	;	PUNCT
aiol-8198	101	8	p<0.05	p<0.05	NOUN
aiol-8198	101	9	)	)	PUNCT
aiol-8198	101	10	was	be	AUX
aiol-8198	101	11	found	find	VERB
aiol-8198	101	12	between	between	ADP
aiol-8198	101	13	the	the	DET
aiol-8198	101	14	dates	date	NOUN
aiol-8198	101	15	of	of	ADP
aiol-8198	101	16	the	the	DET
aiol-8198	101	17	complete	complete	ADJ
aiol-8198	101	18	ice	ice	NOUN
aiol-8198	101	19	clearance	clearance	NOUN
aiol-8198	101	20	on	on	ADP
aiol-8198	101	21	lake	lake	PROPN
aiol-8198	101	22	onego	onego	PROPN
aiol-8198	101	23	and	and	CCONJ
aiol-8198	101	24	the	the	DET
aiol-8198	101	25	april	april	PROPN
aiol-8198	101	26	-	-	PUNCT
aiol-8198	101	27	may	may	AUX
aiol-8198	101	28	average	average	VERB
aiol-8198	101	29	air	air	NOUN
aiol-8198	101	30	temperature	temperature	NOUN
aiol-8198	101	31	t̅iv	t̅iv	NOUN
aiol-8198	101	32	-	-	PUNCT
aiol-8198	101	33	v.	v.	ADV
aiol-8198	101	34	considering	consider	VERB
aiol-8198	101	35	april	april	PROPN
aiol-8198	101	36	air	air	NOUN
aiol-8198	101	37	temperatures	temperature	NOUN
aiol-8198	101	38	only	only	ADV
aiol-8198	101	39	slightly	slightly	ADV
aiol-8198	101	40	strengthened	strengthen	VERB
aiol-8198	101	41	the	the	DET
aiol-8198	101	42	correlation	correlation	NOUN
aiol-8198	101	43	(	(	PUNCT
aiol-8198	101	44	tab	tab	NOUN
aiol-8198	101	45	.	.	NOUN
aiol-8198	101	46	2	2	NUM
aiol-8198	101	47	)	)	PUNCT
aiol-8198	101	48	.	.	PUNCT
aiol-8198	102	1	the	the	DET
aiol-8198	102	2	best	good	ADJ
aiol-8198	102	3	multiple	multiple	ADJ
aiol-8198	102	4	regression	regression	NOUN
aiol-8198	102	5	model	model	NOUN
aiol-8198	102	6	for	for	ADP
aiol-8198	102	7	estimating	estimate	VERB
aiol-8198	102	8	the	the	DET
aiol-8198	102	9	dates	date	NOUN
aiol-8198	102	10	of	of	ADP
aiol-8198	102	11	complete	complete	ADJ
aiol-8198	102	12	ice	ice	NOUN
aiol-8198	102	13	clearance	clearance	NOUN
aiol-8198	102	14	included	include	VERB
aiol-8198	102	15	air	air	NOUN
aiol-8198	102	16	temperatures	temperature	NOUN
aiol-8198	102	17	from	from	ADP
aiol-8198	102	18	march	march	PROPN
aiol-8198	102	19	to	to	ADP
aiol-8198	102	20	may	may	AUX
aiol-8198	102	21	:	:	PUNCT
aiol-8198	102	22	dfree	dfree	PROPN
aiol-8198	102	23	=	=	SYM
aiol-8198	102	24	0,328	0,328	NUM
aiol-8198	102	25	∙	∙	NOUN
aiol-8198	102	26	t̅v	t̅v	ADP
aiol-8198	102	27	2	2	NUM
aiol-8198	102	28	–	–	PUNCT
aiol-8198	102	29	0,096	0,096	NUM
aiol-8198	102	30	∙	∙	NOUN
aiol-8198	102	31	t̅iv	t̅iv	X
aiol-8198	102	32	2	2	NUM
aiol-8198	102	33	–	–	PUNCT
aiol-8198	102	34	0,126	0,126	NUM
aiol-8198	102	35	∙	∙	PROPN
aiol-8198	102	36	t̅iii	t̅iii	X
aiol-8198	102	37	2	2	NUM
aiol-8198	102	38	–	–	PUNCT
aiol-8198	102	39	6,910	6,910	NUM
aiol-8198	102	40	∙	∙	PROPN
aiol-8198	102	41	t̅v	t̅v	PROPN
aiol-8198	102	42	–	–	PUNCT
aiol-8198	102	43	2,925∙	2,925∙	NOUN
aiol-8198	102	44	t̅iv	t̅iv	ADJ
aiol-8198	102	45	–	–	PUNCT
aiol-8198	102	46	2,370	2,370	NUM
aiol-8198	102	47	∙	∙	PROPN
aiol-8198	102	48	t̅	t̅	X
aiol-8198	102	49	iii	iii	PROPN
aiol-8198	103	1	+	+	NUM
aiol-8198	103	2	79,620	79,620	NUM
aiol-8198	103	3	,	,	PUNCT
aiol-8198	103	4	(	(	PUNCT
aiol-8198	103	5	r2=0.71	r2=0.71	PROPN
aiol-8198	103	6	;	;	PUNCT
aiol-8198	103	7	p<0.05	p<0.05	PROPN
aiol-8198	103	8	)	)	PUNCT
aiol-8198	103	9	(	(	PUNCT
aiol-8198	103	10	eq	eq	NOUN
aiol-8198	103	11	.	.	PROPN
aiol-8198	103	12	8)	8)	NUM
aiol-8198	103	13	where	where	SCONJ
aiol-8198	103	14	dfree	dfree	NOUN
aiol-8198	103	15	is	be	AUX
aiol-8198	103	16	the	the	DET
aiol-8198	103	17	duration	duration	NOUN
aiol-8198	103	18	(	(	PUNCT
aiol-8198	103	19	in	in	ADP
aiol-8198	103	20	days	day	NOUN
aiol-8198	103	21	)	)	PUNCT
aiol-8198	103	22	of	of	ADP
aiol-8198	103	23	the	the	DET
aiol-8198	103	24	period	period	NOUN
aiol-8198	103	25	from	from	ADP
aiol-8198	103	26	1st	1st	ADJ
aiol-8198	103	27	april	april	PROPN
aiol-8198	103	28	to	to	PART
aiol-8198	103	29	complete	complete	VERB
aiol-8198	103	30	ice	ice	NOUN
aiol-8198	103	31	clearance	clearance	NOUN
aiol-8198	103	32	.	.	PUNCT
aiol-8198	104	1	averages	average	NOUN
aiol-8198	104	2	of	of	ADP
aiol-8198	104	3	the	the	DET
aiol-8198	104	4	absolute	absolute	ADJ
aiol-8198	104	5	deviations	deviation	NOUN
aiol-8198	104	6	of	of	ADP
aiol-8198	104	7	the	the	DET
aiol-8198	104	8	calculated	calculate	VERB
aiol-8198	104	9	values	value	NOUN
aiol-8198	104	10	from	from	ADP
aiol-8198	104	11	the	the	DET
aiol-8198	104	12	actual	actual	ADJ
aiol-8198	104	13	values	value	NOUN
aiol-8198	104	14	were	be	AUX
aiol-8198	104	15	as	as	SCONJ
aiol-8198	104	16	follows	follow	VERB
aiol-8198	104	17	:	:	PUNCT
aiol-8198	104	18	determining	determine	VERB
aiol-8198	104	19	the	the	DET
aiol-8198	104	20	date	date	NOUN
aiol-8198	104	21	of	of	ADP
aiol-8198	104	22	the	the	DET
aiol-8198	104	23	beginning	beginning	NOUN
aiol-8198	104	24	of	of	ADP
aiol-8198	104	25	the	the	DET
aiol-8198	104	26	ice	ice	NOUN
aiol-8198	104	27	formation	formation	NOUN
aiol-8198	104	28	:	:	PUNCT
aiol-8198	104	29	3	3	NUM
aiol-8198	104	30	-	-	SYM
aiol-8198	104	31	4	4	NUM
aiol-8198	104	32	days	day	NOUN
aiol-8198	104	33	;	;	PUNCT
aiol-8198	104	34	determining	determine	VERB
aiol-8198	104	35	the	the	DET
aiol-8198	104	36	date	date	NOUN
aiol-8198	104	37	of	of	ADP
aiol-8198	104	38	freeze	freeze	VERB
aiol-8198	104	39	-	-	PUNCT
aiol-8198	104	40	up	up	ADP
aiol-8198	104	41	phase	phase	NOUN
aiol-8198	104	42	:	:	PUNCT
aiol-8198	104	43	4	4	NUM
aiol-8198	104	44	-	-	SYM
aiol-8198	104	45	5	5	NUM
aiol-8198	104	46	days	day	NOUN
aiol-8198	104	47	;	;	PUNCT
aiol-8198	104	48	determining	determine	VERB
aiol-8198	104	49	the	the	DET
aiol-8198	104	50	date	date	NOUN
aiol-8198	104	51	of	of	ADP
aiol-8198	104	52	the	the	DET
aiol-8198	104	53	beginning	begin	VERB
aiol-8198	104	54	break	break	NOUN
aiol-8198	104	55	-	-	PUNCT
aiol-8198	104	56	up	up	ADP
aiol-8198	104	57	phase	phase	NOUN
aiol-8198	104	58	:	:	PUNCT
aiol-8198	104	59	23	23	NUM
aiol-8198	104	60	days	day	NOUN
aiol-8198	104	61	;	;	PUNCT
aiol-8198	104	62	determining	determine	VERB
aiol-8198	104	63	the	the	DET
aiol-8198	104	64	date	date	NOUN
aiol-8198	104	65	of	of	ADP
aiol-8198	104	66	complete	complete	ADJ
aiol-8198	104	67	ice	ice	NOUN
aiol-8198	104	68	clearance	clearance	NOUN
aiol-8198	104	69	on	on	ADP
aiol-8198	104	70	the	the	DET
aiol-8198	104	71	lake	lake	NOUN
aiol-8198	104	72	:	:	PUNCT
aiol-8198	104	73	7	7	NUM
aiol-8198	104	74	-	-	SYM
aiol-8198	104	75	8	8	NUM
aiol-8198	104	76	days	day	NOUN
aiol-8198	104	77	(	(	PUNCT
aiol-8198	104	78	fig	fig	NOUN
aiol-8198	104	79	.	.	PUNCT
aiol-8198	104	80	5	5	NUM
aiol-8198	104	81	)	)	PUNCT
aiol-8198	104	82	.	.	PUNCT
aiol-8198	105	1	the	the	DET
aiol-8198	105	2	effect	effect	NOUN
aiol-8198	105	3	of	of	ADP
aiol-8198	105	4	the	the	DET
aiol-8198	105	5	accumulated	accumulate	VERB
aiol-8198	105	6	positive	positive	ADJ
aiol-8198	105	7	and	and	CCONJ
aiol-8198	105	8	negative	negative	ADJ
aiol-8198	105	9	air	air	NOUN
aiol-8198	105	10	temperatures	temperature	NOUN
aiol-8198	105	11	on	on	ADP
aiol-8198	105	12	ice	ice	NOUN
aiol-8198	105	13	regime	regime	NOUN
aiol-8198	105	14	the	the	DET
aiol-8198	105	15	values	value	NOUN
aiol-8198	105	16	∑tice	∑tice	NOUN
aiol-8198	105	17	,	,	PUNCT
aiol-8198	105	18	∑tfree	∑tfree	PUNCT
aiol-8198	105	19	for	for	ADP
aiol-8198	105	20	the	the	DET
aiol-8198	105	21	years	year	NOUN
aiol-8198	105	22	2000	2000	NUM
aiol-8198	105	23	-	-	SYM
aiol-8198	105	24	2018	2018	NUM
aiol-8198	105	25	showed	show	VERB
aiol-8198	105	26	a	a	DET
aiol-8198	105	27	wide	wide	ADJ
aiol-8198	105	28	variation	variation	NOUN
aiol-8198	105	29	(	(	PUNCT
aiol-8198	105	30	tab	tab	NOUN
aiol-8198	105	31	.	.	PUNCT
aiol-8198	105	32	3	3	NUM
aiol-8198	105	33	)	)	PUNCT
aiol-8198	105	34	.	.	PUNCT
aiol-8198	106	1	no	no	DET
aiol-8198	106	2	correlation	correlation	NOUN
aiol-8198	106	3	was	be	AUX
aiol-8198	106	4	detected	detect	VERB
aiol-8198	106	5	between	between	ADP
aiol-8198	106	6	∑tice	∑tice	NOUN
aiol-8198	106	7	and	and	CCONJ
aiol-8198	106	8	∑t+max	∑t+max	ADJ
aiol-8198	106	9	(	(	PUNCT
aiol-8198	106	10	r	r	NOUN
aiol-8198	106	11	=	=	PUNCT
aiol-8198	106	12	–	–	PUNCT
aiol-8198	106	13	0.01	0.01	NUM
aiol-8198	106	14	)	)	PUNCT
aiol-8198	106	15	.	.	PUNCT
aiol-8198	107	1	∑tice	∑tice	NOUN
aiol-8198	107	2	and	and	CCONJ
aiol-8198	107	3	∑tfreezing	∑tfreezing	PROPN
aiol-8198	107	4	had	have	VERB
aiol-8198	107	5	strongest	strong	ADJ
aiol-8198	107	6	correlations	correlation	NOUN
aiol-8198	107	7	(	(	PUNCT
aiol-8198	107	8	correspondingly	correspondingly	ADV
aiol-8198	107	9	,	,	PUNCT
aiol-8198	107	10	r	r	NOUN
aiol-8198	107	11	=	=	SYM
aiol-8198	107	12	0.70	0.70	NUM
aiol-8198	107	13	;	;	PUNCT
aiol-8198	107	14	p<0.05	p<0.05	NOUN
aiol-8198	107	15	and	and	CCONJ
aiol-8198	107	16	r	r	NOUN
aiol-8198	107	17	=	=	SYM
aiol-8198	107	18	-0.57	-0.57	X
aiol-8198	107	19	;	;	PUNCT
aiol-8198	107	20	p<0.05	p<0.05	PROPN
aiol-8198	107	21	)	)	PUNCT
aiol-8198	107	22	with	with	ADP
aiol-8198	107	23	the	the	DET
aiol-8198	107	24	accumulated	accumulate	VERB
aiol-8198	107	25	positive	positive	ADJ
aiol-8198	107	26	air	air	NOUN
aiol-8198	107	27	temperatures	temperature	NOUN
aiol-8198	107	28	for	for	ADP
aiol-8198	107	29	the	the	DET
aiol-8198	107	30	last	last	ADJ
aiol-8198	107	31	55	55	NUM
aiol-8198	107	32	days	day	NOUN
aiol-8198	107	33	of	of	ADP
aiol-8198	107	34	the	the	DET
aiol-8198	107	35	warm	warm	ADJ
aiol-8198	107	36	season	season	NOUN
aiol-8198	107	37	(	(	PUNCT
aiol-8198	107	38	before	before	ADP
aiol-8198	107	39	the	the	DET
aiol-8198	107	40	transition	transition	NOUN
aiol-8198	107	41	to	to	ADP
aiol-8198	107	42	negative	negative	ADJ
aiol-8198	107	43	values	value	NOUN
aiol-8198	107	44	)	)	PUNCT
aiol-8198	107	45	,	,	PUNCT
aiol-8198	107	46	∑t55	∑t55	PROPN
aiol-8198	107	47	.	.	PROPN
aiol-8198	108	1	on	on	ADP
aiol-8198	108	2	the	the	DET
aiol-8198	108	3	basis	basis	NOUN
aiol-8198	108	4	of	of	ADP
aiol-8198	108	5	regression	regression	NOUN
aiol-8198	108	6	analysis	analysis	NOUN
aiol-8198	108	7	,	,	PUNCT
aiol-8198	108	8	equations	equation	NOUN
aiol-8198	108	9	were	be	AUX
aiol-8198	108	10	obtained	obtain	VERB
aiol-8198	108	11	connecting	connect	VERB
aiol-8198	108	12	∑tfreezing	∑tfreezing	PROPN
aiol-8198	108	13	and	and	CCONJ
aiol-8198	108	14	∑t55	∑t55	PROPN
aiol-8198	108	15	,	,	PUNCT
aiol-8198	108	16	and	and	CCONJ
aiol-8198	108	17	∑tice	∑tice	NOUN
aiol-8198	108	18	and	and	CCONJ
aiol-8198	108	19	∑t55	∑t55	NOUN
aiol-8198	108	20	for	for	ADP
aiol-8198	108	21	lake	lake	PROPN
aiol-8198	108	22	onego	onego	PROPN
aiol-8198	108	23	:	:	PUNCT
aiol-8198	108	24	∑tfreezing	∑tfreeze	VERB
aiol-8198	108	25	=	=	PUNCT
aiol-8198	108	26	7,195	7,195	NUM
aiol-8198	108	27	∙	∙	PROPN
aiol-8198	108	28	10–5	10–5	NUM
aiol-8198	109	1	∙	∙	PROPN
aiol-8198	109	2	∑t55	∑t55	PROPN
aiol-8198	109	3	2	2	NUM
aiol-8198	109	4	–	–	PUNCT
aiol-8198	109	5	0,092	0,092	NUM
aiol-8198	109	6	∙	∙	PROPN
aiol-8198	109	7	∑t55	∑t55	PROPN
aiol-8198	109	8	–	–	PUNCT
aiol-8198	109	9	7,768	7,768	NUM
aiol-8198	109	10	.	.	PUNCT
aiol-8198	110	1	(	(	PUNCT
aiol-8198	110	2	r2=0.33	r2=0.33	NOUN
aiol-8198	110	3	;	;	PUNCT
aiol-8198	110	4	p<0.05	p<0.05	PROPN
aiol-8198	110	5	)	)	PUNCT
aiol-8198	110	6	(	(	PUNCT
aiol-8198	110	7	eq	eq	NOUN
aiol-8198	110	8	.	.	NOUN
aiol-8198	110	9	9	9	X
aiol-8198	110	10	)	)	PUNCT
aiol-8198	110	11	∑tice	∑tice	NOUN
aiol-8198	111	1	=	=	NOUN
aiol-8198	112	1	1,1311	1,1311	NUM
aiol-8198	112	2	∙	∙	PROPN
aiol-8198	112	3	10–3	10–3	NUM
aiol-8198	112	4	∙	∙	PROPN
aiol-8198	112	5	∑t55	∑t55	PROPN
aiol-8198	112	6	2	2	NUM
aiol-8198	112	7	–	–	PUNCT
aiol-8198	112	8	1,218	1,218	NUM
aiol-8198	112	9	∙	∙	PROPN
aiol-8198	112	10	∑t55	∑t55	PROPN
aiol-8198	112	11	–	–	PUNCT
aiol-8198	112	12	116,855	116,855	NUM
aiol-8198	112	13	.	.	PUNCT
aiol-8198	112	14	(	(	PUNCT
aiol-8198	112	15	r2=0.53	r2=0.53	NOUN
aiol-8198	112	16	;	;	PUNCT
aiol-8198	112	17	p<0.05	p<0.05	NOUN
aiol-8198	112	18	)	)	PUNCT
aiol-8198	112	19	(	(	PUNCT
aiol-8198	112	20	eq	eq	NOUN
aiol-8198	112	21	.	.	PROPN
aiol-8198	112	22	10	10	NUM
aiol-8198	112	23	)	)	PUNCT
aiol-8198	112	24	the	the	DET
aiol-8198	112	25	analysis	analysis	NOUN
aiol-8198	112	26	connecting	connect	VERB
aiol-8198	112	27	∑t	∑t	PROPN
aiol-8198	112	28	–	–	PUNCT
aiol-8198	112	29	max	max	PROPN
aiol-8198	112	30	and	and	CCONJ
aiol-8198	112	31	∑tfree	∑tfree	ADJ
aiol-8198	112	32	,	,	PUNCT
aiol-8198	112	33	∑t	∑t	PROPN
aiol-8198	112	34	–	–	PUNCT
aiol-8198	112	35	max	max	PROPN
aiol-8198	112	36	and	and	CCONJ
aiol-8198	112	37	∑t	∑t	PROPN
aiol-8198	112	38	–	–	PUNCT
aiol-8198	112	39	break	break	NOUN
aiol-8198	112	40	showed	show	VERB
aiol-8198	112	41	a	a	DET
aiol-8198	112	42	close	close	ADJ
aiol-8198	112	43	statistical	statistical	ADJ
aiol-8198	112	44	correlation	correlation	NOUN
aiol-8198	112	45	(	(	PUNCT
aiol-8198	112	46	by	by	ADP
aiol-8198	112	47	the	the	DET
aiol-8198	112	48	cheddok	cheddok	PROPN
aiol-8198	112	49	scale	scale	NOUN
aiol-8198	112	50	)	)	PUNCT
aiol-8198	112	51	,	,	PUNCT
aiol-8198	112	52	with	with	ADP
aiol-8198	112	53	pair	pair	NOUN
aiol-8198	112	54	correlation	correlation	NOUN
aiol-8198	112	55	coefficient	coefficient	NOUN
aiol-8198	112	56	between	between	ADP
aiol-8198	112	57	∑t	∑t	PROPN
aiol-8198	112	58	–	–	PUNCT
aiol-8198	112	59	max	max	PROPN
aiol-8198	112	60	and	and	CCONJ
aiol-8198	112	61	∑tfree	∑tfree	PUNCT
aiol-8198	112	62	and	and	CCONJ
aiol-8198	112	63	∑t	∑t	PROPN
aiol-8198	112	64	–	–	PUNCT
aiol-8198	112	65	max	max	PROPN
aiol-8198	112	66	and	and	CCONJ
aiol-8198	112	67	∑t	∑t	PROPN
aiol-8198	112	68	–	–	PUNCT
aiol-8198	112	69	break	break	NOUN
aiol-8198	112	70	equal	equal	ADJ
aiol-8198	112	71	to	to	ADP
aiol-8198	112	72	-0,75	-0,75	PROPN
aiol-8198	112	73	and	and	CCONJ
aiol-8198	112	74	-0,78	-0,78	NOUN
aiol-8198	112	75	,	,	PUNCT
aiol-8198	112	76	respectively	respectively	ADV
aiol-8198	112	77	.	.	PUNCT
aiol-8198	113	1	regression	regression	VERB
aiol-8198	113	2	analysis	analysis	NOUN
aiol-8198	113	3	connecting	connect	VERB
aiol-8198	113	4	∑t	∑t	PROPN
aiol-8198	113	5	–	–	PUNCT
aiol-8198	113	6	max	max	PROPN
aiol-8198	113	7	and	and	CCONJ
aiol-8198	113	8	∑t	∑t	PROPN
aiol-8198	113	9	–	–	PUNCT
aiol-8198	113	10	break	break	NOUN
aiol-8198	113	11	,	,	PUNCT
aiol-8198	113	12	and	and	CCONJ
aiol-8198	113	13	∑t	∑t	PROPN
aiol-8198	113	14	–	–	PUNCT
aiol-8198	113	15	max	max	PROPN
aiol-8198	113	16	and	and	CCONJ
aiol-8198	113	17	∑tfree	∑tfree	PUNCT
aiol-8198	113	18	showed	show	VERB
aiol-8198	113	19	the	the	DET
aiol-8198	113	20	following	follow	VERB
aiol-8198	113	21	results	result	NOUN
aiol-8198	113	22	:	:	PUNCT
aiol-8198	113	23	∑t	∑t	NOUN
aiol-8198	113	24	–	–	PUNCT
aiol-8198	113	25	break	break	NOUN
aiol-8198	113	26	=	=	PUNCT
aiol-8198	113	27	–	–	PUNCT
aiol-8198	113	28	4,8389	4,8389	NOUN
aiol-8198	113	29	∙	∙	PROPN
aiol-8198	113	30	10–7	10–7	PROPN
aiol-8198	113	31	∑t	∑t	PROPN
aiol-8198	113	32	–	–	PUNCT
aiol-8198	113	33	max	max	PROPN
aiol-8198	113	34	3	3	NUM
aiol-8198	113	35	–	–	PUNCT
aiol-8198	113	36	0,0016	0,0016	NUM
aiol-8198	113	37	∙	∙	PROPN
aiol-8198	113	38	∑t	∑t	PROPN
aiol-8198	113	39	–	–	PUNCT
aiol-8198	113	40	max	max	PROPN
aiol-8198	113	41	2	2	NUM
aiol-8198	113	42	–	–	PUNCT
aiol-8198	113	43	1,6623	1,6623	NUM
aiol-8198	113	44	∙	∙	PROPN
aiol-8198	113	45	∑t	∑t	PROPN
aiol-8198	113	46	–	–	PUNCT
aiol-8198	113	47	max	max	PROPN
aiol-8198	113	48	–	–	PUNCT
aiol-8198	113	49	527,852	527,852	NUM
aiol-8198	113	50	(	(	PUNCT
aiol-8198	113	51	r2=0.72	r2=0.72	NOUN
aiol-8198	113	52	;	;	PUNCT
aiol-8198	113	53	p	p	X
aiol-8198	113	54	<	<	NOUN
aiol-8198	113	55	0.05	0.05	NUM
aiol-8198	113	56	)	)	PUNCT
aiol-8198	113	57	(	(	PUNCT
aiol-8198	113	58	eq	eq	NOUN
aiol-8198	113	59	.	.	NOUN
aiol-8198	113	60	11	11	NUM
aiol-8198	113	61	)	)	PUNCT
aiol-8198	113	62	∑tfree	∑tfree	PUNCT
aiol-8198	114	1	=	=	PUNCT
aiol-8198	114	2	–	–	PUNCT
aiol-8198	114	3	1,9775	1,9775	PROPN
aiol-8198	114	4	∙	∙	PROPN
aiol-8198	114	5	10–7	10–7	PROPN
aiol-8198	114	6	∙∑t	∙∑t	PROPN
aiol-8198	114	7	–	–	PUNCT
aiol-8198	114	8	max	max	PROPN
aiol-8198	114	9	3	3	NUM
aiol-8198	114	10	–	–	PUNCT
aiol-8198	114	11	0,0008	0,0008	NOUN
aiol-8198	114	12	∙	∙	PROPN
aiol-8198	114	13	∑t	∑t	PROPN
aiol-8198	114	14	–	–	PUNCT
aiol-8198	114	15	max	max	PROPN
aiol-8198	114	16	2	2	NUM
aiol-8198	114	17	–	–	PUNCT
aiol-8198	114	18	1,1202	1,1202	NUM
aiol-8198	114	19	∙	∙	PROPN
aiol-8198	114	20	∑t	∑t	PROPN
aiol-8198	114	21	–	–	PUNCT
aiol-8198	114	22	max	max	PROPN
aiol-8198	114	23	–	–	PUNCT
aiol-8198	114	24	268,835	268,835	NUM
aiol-8198	114	25	(	(	PUNCT
aiol-8198	114	26	r2=0.66	r2=0.66	NOUN
aiol-8198	114	27	;	;	PUNCT
aiol-8198	114	28	p<0.05	p<0.05	NOUN
aiol-8198	114	29	)	)	PUNCT
aiol-8198	114	30	(	(	PUNCT
aiol-8198	114	31	eq	eq	NOUN
aiol-8198	114	32	.	.	PROPN
aiol-8198	114	33	12	12	NUM
aiol-8198	114	34	)	)	PUNCT
aiol-8198	114	35	the	the	DET
aiol-8198	114	36	mean	mean	ADJ
aiol-8198	114	37	values	value	NOUN
aiol-8198	114	38	of	of	ADP
aiol-8198	114	39	the	the	DET
aiol-8198	114	40	absolute	absolute	ADJ
aiol-8198	114	41	deviations	deviation	NOUN
aiol-8198	114	42	of	of	ADP
aiol-8198	114	43	accumulated	accumulate	VERB
aiol-8198	114	44	air	air	NOUN
aiol-8198	114	45	temperatures	temperature	NOUN
aiol-8198	114	46	from	from	ADP
aiol-8198	114	47	the	the	DET
aiol-8198	114	48	actual	actual	ADJ
aiol-8198	114	49	values	value	NOUN
aiol-8198	114	50	were	be	AUX
aiol-8198	114	51	as	as	ADP
aiol-8198	114	52	tab	tab	NOUN
aiol-8198	114	53	.	.	PUNCT
aiol-8198	115	1	2	2	X
aiol-8198	115	2	.	.	X
aiol-8198	115	3	changes	change	NOUN
aiol-8198	115	4	in	in	ADP
aiol-8198	115	5	indicative	indicative	ADJ
aiol-8198	115	6	dates	date	NOUN
aiol-8198	115	7	of	of	ADP
aiol-8198	115	8	the	the	DET
aiol-8198	115	9	ice	ice	NOUN
aiol-8198	115	10	regime	regime	NOUN
aiol-8198	115	11	(	(	PUNCT
aiol-8198	115	12	complete	complete	ADJ
aiol-8198	115	13	freeze	freeze	NOUN
aiol-8198	115	14	-	-	PUNCT
aiol-8198	115	15	up	up	NOUN
aiol-8198	115	16	and	and	CCONJ
aiol-8198	115	17	complete	complete	VERB
aiol-8198	115	18	ice	ice	NOUN
aiol-8198	115	19	clearance	clearance	NOUN
aiol-8198	115	20	dates	date	NOUN
aiol-8198	115	21	)	)	PUNCT
aiol-8198	115	22	on	on	ADP
aiol-8198	115	23	lake	lake	PROPN
aiol-8198	115	24	onego	onego	NOUN
aiol-8198	115	25	per	per	ADP
aiol-8198	115	26	±	±	NUM
aiol-8198	115	27	1	1	NUM
aiol-8198	115	28	°	°	NUM
aiol-8198	115	29	c	c	NOUN
aiol-8198	115	30	change	change	NOUN
aiol-8198	115	31	in	in	ADP
aiol-8198	115	32	average	average	ADJ
aiol-8198	115	33	air	air	NOUN
aiol-8198	115	34	temperature	temperature	NOUN
aiol-8198	115	35	in	in	ADP
aiol-8198	115	36	different	different	ADJ
aiol-8198	115	37	periods	period	NOUN
aiol-8198	115	38	.	.	PUNCT
aiol-8198	115	39	period	period	NOUN
aiol-8198	115	40	pair	pair	NOUN
aiol-8198	115	41	correlation	correlation	NOUN
aiol-8198	115	42	coefficient	coefficient	NOUN
aiol-8198	115	43	date	date	NOUN
aiol-8198	115	44	changes	change	NOUN
aiol-8198	115	45	per	per	ADP
aiol-8198	115	46	±	±	NUM
aiol-8198	115	47	1	1	NUM
aiol-8198	115	48	°	°	NUM
aiol-8198	115	49	c	c	NOUN
aiol-8198	115	50	change	change	NOUN
aiol-8198	115	51	in	in	ADP
aiol-8198	115	52	mean	mean	ADJ
aiol-8198	115	53	air	air	NOUN
aiol-8198	115	54	temperature	temperature	NOUN
aiol-8198	115	55	,	,	PUNCT
aiol-8198	115	56	days	day	NOUN
aiol-8198	115	57	1950	1950	NUM
aiol-8198	115	58	-	-	SYM
aiol-8198	115	59	2009	2009	NUM
aiol-8198	115	60	2000	2000	NUM
aiol-8198	115	61	-	-	SYM
aiol-8198	115	62	2018	2018	NUM
aiol-8198	115	63	november	november	PROPN
aiol-8198	115	64	-	-	PUNCT
aiol-8198	115	65	december	december	PROPN
aiol-8198	115	66	0.76	0.76	NUM
aiol-8198	115	67	±4	±4	NUM
aiol-8198	115	68	-	-	PUNCT
aiol-8198	115	69	6	6	NUM
aiol-8198	115	70	±5	±5	NOUN
aiol-8198	115	71	december	december	PROPN
aiol-8198	115	72	-	-	PUNCT
aiol-8198	115	73	january	january	PROPN
aiol-8198	115	74	0.88	0.88	NUM
aiol-8198	115	75	±5	±5	VERB
aiol-8198	115	76	april	april	PROPN
aiol-8198	115	77	-	-	PUNCT
aiol-8198	115	78	may	may	AUX
aiol-8198	115	79	-0.52	-0.52	NUM
aiol-8198	115	80	±3	±3	NUM
aiol-8198	115	81	-	-	SYM
aiol-8198	115	82	4	4	NUM
aiol-8198	115	83	±3	±3	ADJ
aiol-8198	115	84	april	april	PROPN
aiol-8198	115	85	-0.59	-0.59	NUM
aiol-8198	115	86	±3	±3	ADJ
aiol-8198	115	87	non	non	ADJ
aiol-8198	115	88	-co	-co	PROPN
aiol-8198	115	89	mmerc	mmerc	PROPN
aiol-8198	115	90	ial	ial	PROPN
aiol-8198	116	1	us	us	PROPN
aiol-8198	116	2	e	e	NOUN
aiol-8198	116	3	o	o	PROPN
aiol-8198	116	4	nly	nly	ADV
aiol-8198	116	5	v.n	v.n	PROPN
aiol-8198	116	6	.	.	PROPN
aiol-8198	116	7	baklagin30	baklagin30	PROPN
aiol-8198	116	8	follows	follow	VERB
aiol-8198	116	9	:	:	PUNCT
aiol-8198	116	10	5	5	NUM
aiol-8198	116	11	-	-	SYM
aiol-8198	116	12	6	6	NUM
aiol-8198	116	13	°	°	NUM
aiol-8198	116	14	c	c	NOUN
aiol-8198	116	15	at	at	ADP
aiol-8198	116	16	the	the	DET
aiol-8198	116	17	beginning	beginning	NOUN
aiol-8198	116	18	of	of	ADP
aiol-8198	116	19	the	the	DET
aiol-8198	116	20	period	period	NOUN
aiol-8198	116	21	of	of	ADP
aiol-8198	116	22	formation	formation	NOUN
aiol-8198	116	23	of	of	ADP
aiol-8198	116	24	ice	ice	NOUN
aiol-8198	116	25	phenomena	phenomenon	NOUN
aiol-8198	116	26	;	;	PUNCT
aiol-8198	116	27	–	–	PUNCT
aiol-8198	116	28	38	38	NUM
aiol-8198	116	29	-	-	SYM
aiol-8198	116	30	39	39	NUM
aiol-8198	116	31	°	°	NUM
aiol-8198	116	32	c	c	NOUN
aiol-8198	116	33	at	at	ADP
aiol-8198	116	34	the	the	DET
aiol-8198	116	35	time	time	NOUN
aiol-8198	116	36	of	of	ADP
aiol-8198	116	37	complete	complete	ADJ
aiol-8198	116	38	freeze	freeze	NOUN
aiol-8198	116	39	-	-	PUNCT
aiol-8198	116	40	up	up	NOUN
aiol-8198	116	41	;	;	PUNCT
aiol-8198	116	42	12	12	NUM
aiol-8198	116	43	-	-	SYM
aiol-8198	116	44	13	13	NUM
aiol-8198	116	45	°	°	NUM
aiol-8198	116	46	c	c	NOUN
aiol-8198	116	47	at	at	ADP
aiol-8198	116	48	the	the	DET
aiol-8198	116	49	beginning	beginning	NOUN
aiol-8198	116	50	of	of	ADP
aiol-8198	116	51	the	the	DET
aiol-8198	116	52	period	period	NOUN
aiol-8198	116	53	of	of	ADP
aiol-8198	116	54	ice	ice	NOUN
aiol-8198	116	55	break	break	NOUN
aiol-8198	116	56	-	-	PUNCT
aiol-8198	116	57	up	up	NOUN
aiol-8198	116	58	;	;	PUNCT
aiol-8198	116	59	–	–	PUNCT
aiol-8198	116	60	27	27	NUM
aiol-8198	116	61	-	-	SYM
aiol-8198	116	62	28	28	NUM
aiol-8198	116	63	°	°	NUM
aiol-8198	116	64	с	с	NOUN
aiol-8198	116	65	at	at	ADP
aiol-8198	116	66	the	the	DET
aiol-8198	116	67	moment	moment	NOUN
aiol-8198	116	68	of	of	ADP
aiol-8198	116	69	complete	complete	ADJ
aiol-8198	116	70	ice	ice	NOUN
aiol-8198	116	71	clearance	clearance	NOUN
aiol-8198	116	72	of	of	ADP
aiol-8198	116	73	the	the	DET
aiol-8198	116	74	lake	lake	NOUN
aiol-8198	116	75	from	from	ADP
aiol-8198	116	76	ice	ice	NOUN
aiol-8198	116	77	.	.	PUNCT
aiol-8198	117	1	discussion	discussion	NOUN
aiol-8198	117	2	calculation	calculation	NOUN
aiol-8198	117	3	results	result	NOUN
aiol-8198	117	4	of	of	ADP
aiol-8198	117	5	average	average	ADJ
aiol-8198	117	6	durations	duration	NOUN
aiol-8198	117	7	of	of	ADP
aiol-8198	117	8	warm	warm	ADJ
aiol-8198	117	9	and	and	CCONJ
aiol-8198	117	10	cold	cold	ADJ
aiol-8198	117	11	seasons	season	NOUN
aiol-8198	117	12	corresponds	correspond	VERB
aiol-8198	117	13	to	to	ADP
aiol-8198	117	14	the	the	DET
aiol-8198	117	15	results	result	NOUN
aiol-8198	117	16	of	of	ADP
aiol-8198	117	17	the	the	DET
aiol-8198	117	18	research	research	NOUN
aiol-8198	117	19	(	(	PUNCT
aiol-8198	117	20	nazarova	nazarova	PROPN
aiol-8198	117	21	,	,	PUNCT
aiol-8198	117	22	2013	2013	NUM
aiol-8198	117	23	)	)	PUNCT
aiol-8198	117	24	.	.	PUNCT
aiol-8198	118	1	it	it	PRON
aiol-8198	118	2	is	be	AUX
aiol-8198	118	3	important	important	ADJ
aiol-8198	118	4	to	to	PART
aiol-8198	118	5	note	note	VERB
aiol-8198	118	6	that	that	SCONJ
aiol-8198	118	7	the	the	DET
aiol-8198	118	8	average	average	ADJ
aiol-8198	118	9	duration	duration	NOUN
aiol-8198	118	10	of	of	ADP
aiol-8198	118	11	ice	ice	NOUN
aiol-8198	118	12	phenomena	phenomenon	NOUN
aiol-8198	118	13	period	period	NOUN
aiol-8198	118	14	of	of	ADP
aiol-8198	118	15	lake	lake	PROPN
aiol-8198	118	16	onego	onego	ADJ
aiol-8198	118	17	(	(	PUNCT
aiol-8198	118	18	171	171	NUM
aiol-8198	118	19	days	day	NOUN
aiol-8198	118	20	)	)	PUNCT
aiol-8198	118	21	is	be	AUX
aiol-8198	118	22	longer	long	ADJ
aiol-8198	118	23	than	than	ADP
aiol-8198	118	24	the	the	DET
aiol-8198	118	25	period	period	NOUN
aiol-8198	118	26	of	of	ADP
aiol-8198	118	27	negative	negative	ADJ
aiol-8198	118	28	air	air	NOUN
aiol-8198	118	29	temperatures	temperature	NOUN
aiol-8198	118	30	over	over	ADP
aiol-8198	118	31	the	the	DET
aiol-8198	118	32	lake	lake	NOUN
aiol-8198	118	33	.	.	PUNCT
aiol-8198	119	1	prediction	prediction	NOUN
aiol-8198	119	2	of	of	ADP
aiol-8198	119	3	indicative	indicative	ADJ
aiol-8198	119	4	dates	date	NOUN
aiol-8198	119	5	of	of	ADP
aiol-8198	119	6	the	the	DET
aiol-8198	119	7	ice	ice	NOUN
aiol-8198	119	8	regime	regime	NOUN
aiol-8198	119	9	of	of	ADP
aiol-8198	119	10	lake	lake	PROPN
aiol-8198	119	11	onego	onego	NOUN
aiol-8198	119	12	using	use	VERB
aiol-8198	119	13	the	the	DET
aiol-8198	119	14	regression	regression	NOUN
aiol-8198	119	15	equations	equation	NOUN
aiol-8198	119	16	(	(	PUNCT
aiol-8198	119	17	5)-(8	5)-(8	NUM
aiol-8198	119	18	)	)	PUNCT
aiol-8198	119	19	for	for	ADP
aiol-8198	119	20	calculations	calculation	NOUN
aiol-8198	119	21	dfreezing	dfreezing	NOUN
aiol-8198	119	22	,	,	PUNCT
aiol-8198	119	23	dice	dice	NOUN
aiol-8198	119	24	,	,	PUNCT
aiol-8198	119	25	dbreak	dbreak	NOUN
aiol-8198	119	26	,	,	PUNCT
aiol-8198	119	27	and	and	CCONJ
aiol-8198	119	28	dfree	dfree	NOUN
aiol-8198	119	29	is	be	AUX
aiol-8198	119	30	not	not	PART
aiol-8198	119	31	justified	justify	VERB
aiol-8198	119	32	because	because	SCONJ
aiol-8198	119	33	,	,	PUNCT
aiol-8198	119	34	in	in	ADP
aiol-8198	119	35	most	most	ADJ
aiol-8198	119	36	cases	case	NOUN
aiol-8198	119	37	,	,	PUNCT
aiol-8198	119	38	the	the	DET
aiol-8198	119	39	predicted	predict	VERB
aiol-8198	119	40	date	date	NOUN
aiol-8198	119	41	precedes	precede	VERB
aiol-8198	119	42	the	the	DET
aiol-8198	119	43	periods	period	NOUN
aiol-8198	119	44	used	use	VERB
aiol-8198	119	45	as	as	ADP
aiol-8198	119	46	input	input	NOUN
aiol-8198	119	47	data	datum	NOUN
aiol-8198	119	48	for	for	ADP
aiol-8198	119	49	which	which	PRON
aiol-8198	119	50	average	average	ADJ
aiol-8198	119	51	air	air	NOUN
aiol-8198	119	52	temperatures	temperature	NOUN
aiol-8198	119	53	are	be	AUX
aiol-8198	119	54	calculated	calculate	VERB
aiol-8198	119	55	.	.	PUNCT
aiol-8198	120	1	for	for	ADP
aiol-8198	120	2	example	example	NOUN
aiol-8198	120	3	,	,	PUNCT
aiol-8198	120	4	the	the	DET
aiol-8198	120	5	average	average	ADJ
aiol-8198	120	6	statistical	statistical	ADJ
aiol-8198	120	7	date	date	NOUN
aiol-8198	120	8	for	for	ADP
aiol-8198	120	9	the	the	DET
aiol-8198	120	10	complete	complete	ADJ
aiol-8198	120	11	freeze	freeze	VERB
aiol-8198	120	12	-	-	PUNCT
aiol-8198	120	13	up	up	ADP
aiol-8198	120	14	phase	phase	NOUN
aiol-8198	120	15	on	on	ADP
aiol-8198	120	16	lake	lake	PROPN
aiol-8198	120	17	onego	onego	NOUN
aiol-8198	120	18	over	over	ADP
aiol-8198	120	19	the	the	DET
aiol-8198	120	20	period	period	NOUN
aiol-8198	120	21	2000	2000	NUM
aiol-8198	120	22	-	-	SYM
aiol-8198	120	23	2018	2018	NUM
aiol-8198	120	24	is	be	AUX
aiol-8198	120	25	january	january	PROPN
aiol-8198	120	26	16th	16th	NOUN
aiol-8198	120	27	,	,	PUNCT
aiol-8198	120	28	but	but	CCONJ
aiol-8198	120	29	in	in	ADP
aiol-8198	120	30	some	some	DET
aiol-8198	120	31	years	year	NOUN
aiol-8198	120	32	the	the	DET
aiol-8198	120	33	complete	complete	ADJ
aiol-8198	120	34	fig	fig	NOUN
aiol-8198	120	35	.	.	PUNCT
aiol-8198	121	1	5	5	NUM
aiol-8198	121	2	.	.	X
aiol-8198	121	3	actual	actual	ADJ
aiol-8198	121	4	(	(	PUNCT
aiol-8198	121	5	1	1	NUM
aiol-8198	121	6	)	)	PUNCT
aiol-8198	121	7	and	and	CCONJ
aiol-8198	121	8	predicted	predict	VERB
aiol-8198	121	9	on	on	ADP
aiol-8198	121	10	the	the	DET
aiol-8198	121	11	basis	basis	NOUN
aiol-8198	121	12	of	of	ADP
aiol-8198	121	13	the	the	DET
aiol-8198	121	14	provided	provide	VERB
aiol-8198	121	15	regression	regression	NOUN
aiol-8198	121	16	models	model	NOUN
aiol-8198	121	17	(	(	PUNCT
aiol-8198	121	18	2	2	X
aiol-8198	121	19	)	)	PUNCT
aiol-8198	121	20	indicative	indicative	ADJ
aiol-8198	121	21	dates	date	NOUN
aiol-8198	121	22	of	of	ADP
aiol-8198	121	23	the	the	DET
aiol-8198	121	24	beginning	beginning	NOUN
aiol-8198	121	25	of	of	ADP
aiol-8198	121	26	the	the	DET
aiol-8198	121	27	ice	ice	NOUN
aiol-8198	121	28	phenomena	phenomena	NOUN
aiol-8198	121	29	formation	formation	NOUN
aiol-8198	121	30	(	(	PUNCT
aiol-8198	121	31	a	a	X
aiol-8198	121	32	)	)	PUNCT
aiol-8198	121	33	;	;	PUNCT
aiol-8198	121	34	complete	complete	ADJ
aiol-8198	121	35	freeze	freeze	VERB
aiol-8198	121	36	-	-	PUNCT
aiol-8198	121	37	up	up	ADP
aiol-8198	121	38	phase	phase	NOUN
aiol-8198	121	39	(	(	PUNCT
aiol-8198	121	40	b	b	NOUN
aiol-8198	121	41	)	)	PUNCT
aiol-8198	121	42	;	;	PUNCT
aiol-8198	121	43	beginning	begin	VERB
aiol-8198	121	44	of	of	ADP
aiol-8198	121	45	ice	ice	NOUN
aiol-8198	121	46	cover	cover	NOUN
aiol-8198	121	47	break	break	NOUN
aiol-8198	121	48	-	-	PUNCT
aiol-8198	121	49	up	up	NOUN
aiol-8198	121	50	(	(	PUNCT
aiol-8198	121	51	c	c	NOUN
aiol-8198	121	52	)	)	PUNCT
aiol-8198	121	53	;	;	PUNCT
aiol-8198	121	54	and	and	CCONJ
aiol-8198	121	55	complete	complete	ADJ
aiol-8198	121	56	clearing	clearing	NOUN
aiol-8198	121	57	of	of	ADP
aiol-8198	121	58	ice	ice	NOUN
aiol-8198	121	59	(	(	PUNCT
aiol-8198	121	60	d	d	NOUN
aiol-8198	121	61	)	)	PUNCT
aiol-8198	121	62	on	on	ADP
aiol-8198	121	63	lake	lake	PROPN
aiol-8198	121	64	onego	onego	NOUN
aiol-8198	121	65	for	for	ADP
aiol-8198	121	66	the	the	DET
aiol-8198	121	67	period	period	NOUN
aiol-8198	121	68	2000	2000	NUM
aiol-8198	121	69	-	-	SYM
aiol-8198	121	70	2018	2018	NUM
aiol-8198	121	71	.	.	PUNCT
aiol-8198	122	1	tab	tab	NOUN
aiol-8198	122	2	.	.	PUNCT
aiol-8198	123	1	3	3	X
aiol-8198	123	2	.	.	X
aiol-8198	123	3	accumulated	accumulate	VERB
aiol-8198	123	4	air	air	NOUN
aiol-8198	123	5	temperatures	temperature	NOUN
aiol-8198	123	6	over	over	ADP
aiol-8198	123	7	the	the	DET
aiol-8198	123	8	water	water	NOUN
aiol-8198	123	9	area	area	NOUN
aiol-8198	123	10	of	of	ADP
aiol-8198	123	11	lake	lake	PROPN
aiol-8198	123	12	onega	onega	ADV
aiol-8198	123	13	within	within	ADP
aiol-8198	123	14	the	the	DET
aiol-8198	123	15	indicative	indicative	ADJ
aiol-8198	123	16	dates	date	NOUN
aiol-8198	123	17	of	of	ADP
aiol-8198	123	18	the	the	DET
aiol-8198	123	19	ice	ice	NOUN
aiol-8198	123	20	regime	regime	NOUN
aiol-8198	123	21	for	for	ADP
aiol-8198	123	22	different	different	ADJ
aiol-8198	123	23	time	time	NOUN
aiol-8198	123	24	periods	period	NOUN
aiol-8198	123	25	.	.	PUNCT
aiol-8198	124	1	data	datum	NOUN
aiol-8198	124	2	for	for	ADP
aiol-8198	124	3	1955	1955	NUM
aiol-8198	124	4	-	-	SYM
aiol-8198	124	5	1990	1990	NUM
aiol-8198	124	6	are	be	AUX
aiol-8198	124	7	from	from	ADP
aiol-8198	124	8	the	the	DET
aiol-8198	124	9	study	study	NOUN
aiol-8198	124	10	by	by	ADP
aiol-8198	124	11	salo	salo	PROPN
aiol-8198	124	12	and	and	CCONJ
aiol-8198	124	13	nazarova	nazarova	PROPN
aiol-8198	124	14	(	(	PUNCT
aiol-8198	124	15	2011	2011	NUM
aiol-8198	124	16	)	)	PUNCT
aiol-8198	124	17	.	.	PUNCT
aiol-8198	125	1	values	value	NOUN
aiol-8198	125	2	periods	period	VERB
aiol-8198	125	3	1955	1955	NUM
aiol-8198	125	4	-	-	SYM
aiol-8198	125	5	1990	1990	NUM
aiol-8198	125	6	2000	2000	NUM
aiol-8198	125	7	-	-	SYM
aiol-8198	125	8	2018	2018	NUM
aiol-8198	125	9	accumulated	accumulate	VERB
aiol-8198	125	10	air	air	NOUN
aiol-8198	125	11	temperatures	temperature	NOUN
aiol-8198	125	12	over	over	ADP
aiol-8198	125	13	the	the	DET
aiol-8198	125	14	waters	water	NOUN
aiol-8198	125	15	of	of	ADP
aiol-8198	125	16	lake	lake	NOUN
aiol-8198	125	17	onego	onego	NOUN
aiol-8198	125	18	at	at	ADP
aiol-8198	125	19	the	the	DET
aiol-8198	125	20	beginning	beginning	NOUN
aiol-8198	125	21	of	of	ADP
aiol-8198	125	22	the	the	DET
aiol-8198	125	23	formation	formation	NOUN
aiol-8198	125	24	of	of	ADP
aiol-8198	125	25	ice	ice	NOUN
aiol-8198	125	26	cover	cover	NOUN
aiol-8198	126	1	∑tfreezing	∑tfreezing	PROPN
aiol-8198	126	2	(	(	PUNCT
aiol-8198	126	3	°	°	PROPN
aiol-8198	126	4	с	с	NOUN
aiol-8198	126	5	)	)	PUNCT
aiol-8198	126	6	–	–	PUNCT
aiol-8198	126	7	43	43	NUM
aiol-8198	126	8	–	–	SYM
aiol-8198	126	9	15	15	NUM
aiol-8198	126	10	at	at	ADP
aiol-8198	126	11	the	the	DET
aiol-8198	126	12	complete	complete	ADJ
aiol-8198	126	13	freeze	freeze	VERB
aiol-8198	126	14	-	-	PUNCT
aiol-8198	126	15	up	up	ADP
aiol-8198	126	16	phase	phase	NOUN
aiol-8198	126	17	∑tice	∑tice	NOUN
aiol-8198	126	18	(	(	PUNCT
aiol-8198	126	19	°	°	PROPN
aiol-8198	126	20	с	с	PROPN
aiol-8198	126	21	)	)	PUNCT
aiol-8198	126	22	–	–	PUNCT
aiol-8198	126	23	490	490	NUM
aiol-8198	126	24	–	–	SYM
aiol-8198	126	25	290	290	NUM
aiol-8198	126	26	–	–	SYM
aiol-8198	126	27	500	500	NUM
aiol-8198	126	28	–	–	PUNCT
aiol-8198	126	29	275	275	NUM
aiol-8198	126	30	at	at	ADP
aiol-8198	126	31	the	the	DET
aiol-8198	126	32	beginning	beginning	NOUN
aiol-8198	126	33	of	of	ADP
aiol-8198	126	34	break	break	NOUN
aiol-8198	126	35	-	-	PUNCT
aiol-8198	126	36	up	up	ADP
aiol-8198	126	37	phase	phase	NOUN
aiol-8198	126	38	∑tbreak	∑tbreak	PROPN
aiol-8198	126	39	(	(	PUNCT
aiol-8198	126	40	°	°	ADP
aiol-8198	126	41	c	c	NOUN
aiol-8198	126	42	)	)	PUNCT
aiol-8198	126	43	0	0	NUM
aiol-8198	126	44	-	-	SYM
aiol-8198	126	45	115	115	NUM
aiol-8198	126	46	at	at	ADP
aiol-8198	126	47	the	the	DET
aiol-8198	126	48	moment	moment	NOUN
aiol-8198	126	49	of	of	ADP
aiol-8198	126	50	complete	complete	ADJ
aiol-8198	126	51	ice	ice	NOUN
aiol-8198	126	52	clearance	clearance	NOUN
aiol-8198	126	53	on	on	ADP
aiol-8198	126	54	the	the	DET
aiol-8198	126	55	lake	lake	NOUN
aiol-8198	126	56	∑tfree	∑tfree	PUNCT
aiol-8198	126	57	(	(	PUNCT
aiol-8198	126	58	°	°	ADP
aiol-8198	126	59	c	c	NOUN
aiol-8198	126	60	)	)	PUNCT
aiol-8198	126	61	200	200	NUM
aiol-8198	126	62	-	-	SYM
aiol-8198	126	63	310	310	NUM
aiol-8198	126	64	87	87	NUM
aiol-8198	126	65	-	-	SYM
aiol-8198	126	66	294	294	NUM
aiol-8198	126	67	non	non	ADJ
aiol-8198	126	68	-co	-co	PROPN
aiol-8198	126	69	mmerc	mmerc	PROPN
aiol-8198	126	70	ial	ial	PROPN
aiol-8198	126	71	us	us	PROPN
aiol-8198	127	1	e	e	NOUN
aiol-8198	127	2	o	o	NOUN
aiol-8198	127	3	nly	nly	ADV
aiol-8198	127	4	variations	variation	NOUN
aiol-8198	127	5	of	of	ADP
aiol-8198	127	6	indicative	indicative	ADJ
aiol-8198	127	7	dates	date	NOUN
aiol-8198	127	8	of	of	ADP
aiol-8198	127	9	ice	ice	NOUN
aiol-8198	127	10	regime	regime	NOUN
aiol-8198	127	11	on	on	ADP
aiol-8198	127	12	lake	lake	PROPN
aiol-8198	127	13	onego	onego	PROPN
aiol-8198	127	14	based	base	VERB
aiol-8198	127	15	on	on	ADP
aiol-8198	127	16	ground	ground	NOUN
aiol-8198	127	17	air	air	NOUN
aiol-8198	127	18	temperature	temperature	NOUN
aiol-8198	127	19	31	31	NUM
aiol-8198	127	20	freeze	freeze	VERB
aiol-8198	127	21	-	-	PUNCT
aiol-8198	127	22	up	up	ADP
aiol-8198	127	23	phase	phase	NOUN
aiol-8198	127	24	occurred	occur	VERB
aiol-8198	127	25	in	in	ADP
aiol-8198	127	26	mid	mid	ADJ
aiol-8198	127	27	-	-	ADJ
aiol-8198	127	28	late	late	ADJ
aiol-8198	127	29	december	december	PROPN
aiol-8198	127	30	(	(	PUNCT
aiol-8198	127	31	fig	fig	NOUN
aiol-8198	127	32	.	.	PUNCT
aiol-8198	128	1	1	1	NUM
aiol-8198	128	2	)	)	PUNCT
aiol-8198	128	3	,	,	PUNCT
aiol-8198	128	4	while	while	SCONJ
aiol-8198	128	5	the	the	DET
aiol-8198	128	6	equation	equation	NOUN
aiol-8198	128	7	for	for	ADP
aiol-8198	128	8	calculating	calculate	VERB
aiol-8198	128	9	the	the	DET
aiol-8198	128	10	dice	dice	NOUN
aiol-8198	128	11	value	value	NOUN
aiol-8198	128	12	includes	include	VERB
aiol-8198	128	13	the	the	DET
aiol-8198	128	14	average	average	ADJ
aiol-8198	128	15	value	value	NOUN
aiol-8198	128	16	of	of	ADP
aiol-8198	128	17	january	january	PROPN
aiol-8198	128	18	air	air	NOUN
aiol-8198	128	19	temperatures	temperature	NOUN
aiol-8198	128	20	,	,	PUNCT
aiol-8198	128	21	which	which	PRON
aiol-8198	128	22	obviously	obviously	ADV
aiol-8198	128	23	do	do	AUX
aiol-8198	128	24	not	not	PART
aiol-8198	128	25	affect	affect	VERB
aiol-8198	128	26	the	the	DET
aiol-8198	128	27	dice	dice	NOUN
aiol-8198	128	28	value	value	NOUN
aiol-8198	128	29	.	.	PUNCT
aiol-8198	129	1	the	the	DET
aiol-8198	129	2	strong	strong	ADJ
aiol-8198	129	3	correlation	correlation	NOUN
aiol-8198	129	4	(	(	PUNCT
aiol-8198	129	5	0.88	0.88	NUM
aiol-8198	129	6	)	)	PUNCT
aiol-8198	129	7	in	in	ADP
aiol-8198	129	8	this	this	DET
aiol-8198	129	9	case	case	NOUN
aiol-8198	129	10	can	can	AUX
aiol-8198	129	11	probably	probably	ADV
aiol-8198	129	12	be	be	AUX
aiol-8198	129	13	explained	explain	VERB
aiol-8198	129	14	by	by	ADP
aiol-8198	129	15	the	the	DET
aiol-8198	129	16	reverse	reverse	ADJ
aiol-8198	129	17	effect	effect	NOUN
aiol-8198	129	18	of	of	ADP
aiol-8198	129	19	the	the	DET
aiol-8198	129	20	ice	ice	NOUN
aiol-8198	129	21	cover	cover	NOUN
aiol-8198	129	22	on	on	ADP
aiol-8198	129	23	the	the	DET
aiol-8198	129	24	air	air	NOUN
aiol-8198	129	25	temperature	temperature	NOUN
aiol-8198	129	26	over	over	ADP
aiol-8198	129	27	its	its	PRON
aiol-8198	129	28	surface	surface	NOUN
aiol-8198	129	29	.	.	PUNCT
aiol-8198	130	1	the	the	DET
aiol-8198	130	2	calculated	calculate	VERB
aiol-8198	130	3	intervals	interval	NOUN
aiol-8198	130	4	of	of	ADP
aiol-8198	130	5	the	the	DET
aiol-8198	130	6	values	value	NOUN
aiol-8198	130	7	∑tice	∑tice	NOUN
aiol-8198	130	8	,	,	PUNCT
aiol-8198	130	9	∑tfree	∑tfree	PUNCT
aiol-8198	130	10	for	for	ADP
aiol-8198	130	11	the	the	DET
aiol-8198	130	12	period	period	NOUN
aiol-8198	130	13	of	of	ADP
aiol-8198	130	14	2000	2000	NUM
aiol-8198	130	15	-	-	SYM
aiol-8198	130	16	2018	2018	NUM
aiol-8198	130	17	were	be	AUX
aiol-8198	130	18	consistent	consistent	ADJ
aiol-8198	130	19	with	with	ADP
aiol-8198	130	20	the	the	DET
aiol-8198	130	21	results	result	NOUN
aiol-8198	130	22	by	by	ADP
aiol-8198	130	23	salo	salo	NOUN
aiol-8198	130	24	and	and	CCONJ
aiol-8198	130	25	nazarova	nazarova	PROPN
aiol-8198	130	26	(	(	PUNCT
aiol-8198	130	27	2011	2011	NUM
aiol-8198	130	28	)	)	PUNCT
aiol-8198	130	29	(	(	PUNCT
aiol-8198	130	30	tab	tab	NOUN
aiol-8198	130	31	.	.	PUNCT
aiol-8198	130	32	3	3	NUM
aiol-8198	130	33	)	)	PUNCT
aiol-8198	130	34	.	.	PUNCT
aiol-8198	131	1	probably	probably	ADV
aiol-8198	131	2	strong	strong	ADJ
aiol-8198	131	3	correlations	correlation	NOUN
aiol-8198	131	4	between	between	ADP
aiol-8198	131	5	∑tice	∑tice	NOUN
aiol-8198	131	6	with	with	ADP
aiol-8198	131	7	∑t55	∑t55	NOUN
aiol-8198	131	8	and	and	CCONJ
aiol-8198	131	9	∑tfreezing	∑tfreeze	VERB
aiol-8198	131	10	with	with	ADP
aiol-8198	131	11	∑t55	∑t55	PROPN
aiol-8198	131	12	is	be	AUX
aiol-8198	131	13	caused	cause	VERB
aiol-8198	131	14	by	by	ADP
aiol-8198	131	15	the	the	DET
aiol-8198	131	16	fact	fact	NOUN
aiol-8198	131	17	that	that	SCONJ
aiol-8198	131	18	high	high	ADJ
aiol-8198	131	19	positive	positive	ADJ
aiol-8198	131	20	air	air	NOUN
aiol-8198	131	21	temperatures	temperature	NOUN
aiol-8198	131	22	over	over	ADP
aiol-8198	131	23	lake	lake	PROPN
aiol-8198	131	24	onego	onego	NOUN
aiol-8198	131	25	in	in	ADP
aiol-8198	131	26	autumn	autumn	NOUN
aiol-8198	131	27	(	(	PUNCT
aiol-8198	131	28	on	on	ADP
aiol-8198	131	29	the	the	DET
aiol-8198	131	30	average	average	NOUN
aiol-8198	131	31	during	during	ADP
aiol-8198	131	32	the	the	DET
aiol-8198	131	33	period	period	NOUN
aiol-8198	131	34	2000	2000	NUM
aiol-8198	131	35	-	-	SYM
aiol-8198	131	36	2018	2018	NUM
aiol-8198	131	37	september	september	PROPN
aiol-8198	131	38	-	-	PUNCT
aiol-8198	131	39	october	october	PROPN
aiol-8198	131	40	)	)	PUNCT
aiol-8198	131	41	inhibit	inhibit	VERB
aiol-8198	131	42	water	water	NOUN
aiol-8198	131	43	cooling	cooling	NOUN
aiol-8198	131	44	in	in	ADP
aiol-8198	131	45	the	the	DET
aiol-8198	131	46	lake	lake	NOUN
aiol-8198	131	47	,	,	PUNCT
aiol-8198	131	48	keeping	keep	VERB
aiol-8198	131	49	the	the	DET
aiol-8198	131	50	heat	heat	NOUN
aiol-8198	131	51	accumulated	accumulate	VERB
aiol-8198	131	52	during	during	ADP
aiol-8198	131	53	the	the	DET
aiol-8198	131	54	summer	summer	NOUN
aiol-8198	131	55	.	.	PUNCT
aiol-8198	132	1	therefore	therefore	ADV
aiol-8198	132	2	,	,	PUNCT
aiol-8198	132	3	the	the	DET
aiol-8198	132	4	bigger	big	ADJ
aiol-8198	132	5	value	value	NOUN
aiol-8198	132	6	of	of	ADP
aiol-8198	132	7	accumulated	accumulate	VERB
aiol-8198	132	8	negative	negative	ADJ
aiol-8198	132	9	air	air	NOUN
aiol-8198	132	10	temperatures	temperature	NOUN
aiol-8198	132	11	∑t	∑t	PROPN
aiol-8198	132	12	–	–	PUNCT
aiol-8198	132	13	is	be	AUX
aiol-8198	132	14	required	require	VERB
aiol-8198	132	15	for	for	ADP
aiol-8198	132	16	further	further	ADJ
aiol-8198	132	17	drop	drop	NOUN
aiol-8198	132	18	of	of	ADP
aiol-8198	132	19	the	the	DET
aiol-8198	132	20	water	water	NOUN
aiol-8198	132	21	surface	surface	NOUN
aiol-8198	132	22	temperature	temperature	NOUN
aiol-8198	132	23	to	to	ADP
aiol-8198	132	24	0	0	NUM
aiol-8198	132	25	°	°	ADP
aiol-8198	132	26	с	с	PROPN
aiol-8198	132	27	and	and	CCONJ
aiol-8198	132	28	for	for	ADP
aiol-8198	132	29	ice	ice	NOUN
aiol-8198	132	30	formation	formation	NOUN
aiol-8198	132	31	.	.	PUNCT
aiol-8198	133	1	the	the	DET
aiol-8198	133	2	described	describe	VERB
aiol-8198	133	3	phenomenon	phenomenon	NOUN
aiol-8198	133	4	can	can	AUX
aiol-8198	133	5	occur	occur	VERB
aiol-8198	133	6	in	in	ADP
aiol-8198	133	7	autumn	autumn	NOUN
aiol-8198	133	8	in	in	ADP
aiol-8198	133	9	case	case	NOUN
aiol-8198	133	10	of	of	ADP
aiol-8198	133	11	a	a	DET
aiol-8198	133	12	sudden	sudden	ADJ
aiol-8198	133	13	winter	winter	NOUN
aiol-8198	133	14	which	which	PRON
aiol-8198	133	15	is	be	AUX
aiol-8198	133	16	followed	follow	VERB
aiol-8198	133	17	by	by	ADP
aiol-8198	133	18	transition	transition	NOUN
aiol-8198	133	19	from	from	ADP
aiol-8198	133	20	moderate	moderate	ADJ
aiol-8198	133	21	positive	positive	ADJ
aiol-8198	133	22	temperatures	temperature	NOUN
aiol-8198	133	23	(	(	PUNCT
aiol-8198	133	24	5	5	NUM
aiol-8198	133	25	-	-	SYM
aiol-8198	133	26	10	10	NUM
aiol-8198	133	27	°	°	NUM
aiol-8198	133	28	с	с	NOUN
aiol-8198	133	29	)	)	PUNCT
aiol-8198	133	30	to	to	ADP
aiol-8198	133	31	negative	negative	ADJ
aiol-8198	133	32	ones	one	NOUN
aiol-8198	133	33	,	,	PUNCT
aiol-8198	133	34	omitting	omit	VERB
aiol-8198	133	35	small	small	ADJ
aiol-8198	133	36	positive	positive	ADJ
aiol-8198	133	37	temperatures	temperature	NOUN
aiol-8198	133	38	(	(	PUNCT
aiol-8198	133	39	0	0	NUM
aiol-8198	133	40	-	-	SYM
aiol-8198	133	41	5	5	NUM
aiol-8198	133	42	°	°	NUM
aiol-8198	133	43	с	с	NOUN
aiol-8198	133	44	)	)	PUNCT
aiol-8198	133	45	.	.	PUNCT
aiol-8198	134	1	the	the	DET
aiol-8198	134	2	obtained	obtain	VERB
aiol-8198	134	3	equations	equation	NOUN
aiol-8198	134	4	for	for	ADP
aiol-8198	134	5	calculating	calculate	VERB
aiol-8198	134	6	∑tfreezing	∑tfreezing	PROPN
aiol-8198	134	7	,	,	PUNCT
aiol-8198	134	8	∑tice	∑tice	NOUN
aiol-8198	134	9	,	,	PUNCT
aiol-8198	134	10	∑t	∑t	PROPN
aiol-8198	134	11	–	–	PUNCT
aiol-8198	134	12	break	break	NOUN
aiol-8198	134	13	,	,	PUNCT
aiol-8198	134	14	∑tfree	∑tfree	PUNCT
aiol-8198	134	15	taking	take	VERB
aiol-8198	134	16	into	into	ADP
aiol-8198	134	17	account	account	NOUN
aiol-8198	134	18	data	datum	NOUN
aiol-8198	134	19	on	on	ADP
aiol-8198	134	20	expected	expect	VERB
aiol-8198	134	21	air	air	NOUN
aiol-8198	134	22	temperature	temperature	NOUN
aiol-8198	134	23	,	,	PUNCT
aiol-8198	134	24	can	can	AUX
aiol-8198	134	25	potentially	potentially	ADV
aiol-8198	134	26	be	be	AUX
aiol-8198	134	27	used	use	VERB
aiol-8198	134	28	to	to	PART
aiol-8198	134	29	predict	predict	VERB
aiol-8198	134	30	the	the	DET
aiol-8198	134	31	indicative	indicative	ADJ
aiol-8198	134	32	dates	date	NOUN
aiol-8198	134	33	of	of	ADP
aiol-8198	134	34	the	the	DET
aiol-8198	134	35	ice	ice	NOUN
aiol-8198	134	36	regime	regime	NOUN
aiol-8198	134	37	of	of	ADP
aiol-8198	134	38	lake	lake	PROPN
aiol-8198	134	39	onego	onego	PROPN
aiol-8198	134	40	.	.	PUNCT
aiol-8198	135	1	it	it	PRON
aiol-8198	135	2	should	should	AUX
aiol-8198	135	3	also	also	ADV
aiol-8198	135	4	be	be	AUX
aiol-8198	135	5	noted	note	VERB
aiol-8198	135	6	that	that	SCONJ
aiol-8198	135	7	this	this	DET
aiol-8198	135	8	study	study	NOUN
aiol-8198	135	9	notes	note	VERB
aiol-8198	135	10	a	a	DET
aiol-8198	135	11	shift	shift	NOUN
aiol-8198	135	12	in	in	ADP
aiol-8198	135	13	the	the	DET
aiol-8198	135	14	period	period	NOUN
aiol-8198	135	15	affecting	affect	VERB
aiol-8198	135	16	the	the	DET
aiol-8198	135	17	date	date	NOUN
aiol-8198	135	18	of	of	ADP
aiol-8198	135	19	formation	formation	NOUN
aiol-8198	135	20	of	of	ADP
aiol-8198	135	21	ice	ice	NOUN
aiol-8198	135	22	cover	cover	NOUN
aiol-8198	135	23	of	of	ADP
aiol-8198	135	24	lake	lake	NOUN
aiol-8198	135	25	onego	onego	NOUN
aiol-8198	135	26	for	for	ADP
aiol-8198	135	27	the	the	DET
aiol-8198	135	28	years	year	NOUN
aiol-8198	135	29	2000	2000	NUM
aiol-8198	135	30	-	-	SYM
aiol-8198	135	31	2018	2018	NUM
aiol-8198	135	32	,	,	PUNCT
aiol-8198	135	33	a	a	DET
aiol-8198	135	34	month	month	NOUN
aiol-8198	135	35	ahead	ahead	ADV
aiol-8198	135	36	comparing	compare	VERB
aiol-8198	135	37	with	with	ADP
aiol-8198	135	38	the	the	DET
aiol-8198	135	39	periods	period	NOUN
aiol-8198	135	40	in	in	ADP
aiol-8198	135	41	question	question	NOUN
aiol-8198	135	42	(	(	PUNCT
aiol-8198	135	43	efremova	efremova	X
aiol-8198	135	44	et	et	PROPN
aiol-8198	135	45	al	al	PROPN
aiol-8198	135	46	.	.	PROPN
aiol-8198	135	47	,	,	PUNCT
aiol-8198	135	48	2013	2013	NUM
aiol-8198	135	49	;	;	PUNCT
aiol-8198	135	50	salo	salo	NOUN
aiol-8198	135	51	and	and	CCONJ
aiol-8198	135	52	nazarova	nazarova	PROPN
aiol-8198	135	53	,	,	PUNCT
aiol-8198	135	54	2011	2011	NUM
aiol-8198	135	55	)	)	PUNCT
aiol-8198	135	56	(	(	PUNCT
aiol-8198	135	57	three	three	NUM
aiol-8198	135	58	months	month	NOUN
aiol-8198	135	59	and	and	CCONJ
aiol-8198	135	60	two	two	NUM
aiol-8198	135	61	months	month	NOUN
aiol-8198	135	62	,	,	PUNCT
aiol-8198	135	63	respectively	respectively	ADV
aiol-8198	135	64	)	)	PUNCT
aiol-8198	135	65	.	.	PUNCT
aiol-8198	136	1	perhaps	perhaps	ADV
aiol-8198	136	2	this	this	DET
aiol-8198	136	3	phenomenon	phenomenon	NOUN
aiol-8198	136	4	is	be	AUX
aiol-8198	136	5	associated	associate	VERB
aiol-8198	136	6	with	with	ADP
aiol-8198	136	7	the	the	DET
aiol-8198	136	8	late	late	ADJ
aiol-8198	136	9	dates	date	NOUN
aiol-8198	136	10	of	of	ADP
aiol-8198	136	11	the	the	DET
aiol-8198	136	12	freeze	freeze	VERB
aiol-8198	136	13	-	-	PUNCT
aiol-8198	136	14	up	up	ADP
aiol-8198	136	15	phase	phase	NOUN
aiol-8198	136	16	on	on	ADP
aiol-8198	136	17	lake	lake	PROPN
aiol-8198	136	18	onego	onego	NOUN
aiol-8198	136	19	in	in	ADP
aiol-8198	136	20	2000	2000	NUM
aiol-8198	136	21	-	-	SYM
aiol-8198	136	22	2018	2018	NUM
aiol-8198	136	23	(	(	PUNCT
aiol-8198	136	24	on	on	ADP
aiol-8198	136	25	average	average	ADJ
aiol-8198	136	26	january	january	PROPN
aiol-8198	136	27	16th	16th	NOUN
aiol-8198	136	28	)	)	PUNCT
aiol-8198	136	29	than	than	ADP
aiol-8198	136	30	in	in	ADP
aiol-8198	136	31	previous	previous	ADJ
aiol-8198	136	32	years	year	NOUN
aiol-8198	136	33	,	,	PUNCT
aiol-8198	136	34	as	as	ADP
aiol-8198	136	35	a	a	DET
aiol-8198	136	36	result	result	NOUN
aiol-8198	136	37	of	of	ADP
aiol-8198	136	38	this	this	DET
aiol-8198	136	39	tendency	tendency	NOUN
aiol-8198	136	40	towards	towards	ADP
aiol-8198	136	41	a	a	DET
aiol-8198	136	42	reduction	reduction	NOUN
aiol-8198	136	43	in	in	ADP
aiol-8198	136	44	duration	duration	NOUN
aiol-8198	136	45	of	of	ADP
aiol-8198	136	46	the	the	DET
aiol-8198	136	47	period	period	NOUN
aiol-8198	136	48	of	of	ADP
aiol-8198	136	49	ice	ice	NOUN
aiol-8198	136	50	phenomena	phenomenon	NOUN
aiol-8198	136	51	on	on	ADP
aiol-8198	136	52	large	large	ADJ
aiol-8198	136	53	lakes	lake	NOUN
aiol-8198	136	54	due	due	ADP
aiol-8198	136	55	to	to	ADP
aiol-8198	136	56	global	global	ADJ
aiol-8198	136	57	warming	warming	NOUN
aiol-8198	136	58	(	(	PUNCT
aiol-8198	136	59	brown	brown	ADJ
aiol-8198	136	60	and	and	CCONJ
aiol-8198	136	61	duguay	duguay	NOUN
aiol-8198	136	62	,	,	PUNCT
aiol-8198	136	63	2010	2010	NUM
aiol-8198	136	64	;	;	PUNCT
aiol-8198	136	65	latifovic	latifovic	ADJ
aiol-8198	136	66	and	and	CCONJ
aiol-8198	136	67	pouliot	pouliot	NOUN
aiol-8198	136	68	,	,	PUNCT
aiol-8198	136	69	2007	2007	NUM
aiol-8198	136	70	;	;	PUNCT
aiol-8198	136	71	efremova	efremova	PROPN
aiol-8198	136	72	et	et	PROPN
aiol-8198	136	73	al	al	PROPN
aiol-8198	136	74	.	.	PROPN
aiol-8198	136	75	,	,	PUNCT
aiol-8198	136	76	2013	2013	NUM
aiol-8198	136	77	,	,	PUNCT
aiol-8198	136	78	magnuson	magnuson	PROPN
aiol-8198	136	79	et	et	PROPN
aiol-8198	136	80	al	al	PROPN
aiol-8198	136	81	.	.	PROPN
aiol-8198	136	82	,	,	PUNCT
aiol-8198	136	83	1990	1990	NUM
aiol-8198	136	84	)	)	PUNCT
aiol-8198	136	85	.	.	PUNCT
aiol-8198	137	1	in	in	ADP
aiol-8198	137	2	addition	addition	NOUN
aiol-8198	137	3	,	,	PUNCT
aiol-8198	137	4	as	as	SCONJ
aiol-8198	137	5	already	already	ADV
aiol-8198	137	6	noted	note	VERB
aiol-8198	137	7	,	,	PUNCT
aiol-8198	137	8	calculations	calculation	NOUN
aiol-8198	137	9	of	of	ADP
aiol-8198	137	10	the	the	DET
aiol-8198	137	11	characteristics	characteristic	NOUN
aiol-8198	137	12	of	of	ADP
aiol-8198	137	13	the	the	DET
aiol-8198	137	14	ice	ice	NOUN
aiol-8198	137	15	regime	regime	NOUN
aiol-8198	137	16	of	of	ADP
aiol-8198	137	17	lake	lake	PROPN
aiol-8198	137	18	onego	onego	NOUN
aiol-8198	137	19	in	in	ADP
aiol-8198	137	20	this	this	DET
aiol-8198	137	21	paper	paper	NOUN
aiol-8198	137	22	(	(	PUNCT
aiol-8198	137	23	efremova	efremova	X
aiol-8198	137	24	et	et	PROPN
aiol-8198	137	25	al	al	PROPN
aiol-8198	137	26	.	.	PROPN
aiol-8198	137	27	,	,	PUNCT
aiol-8198	137	28	2013	2013	NUM
aiol-8198	137	29	)	)	PUNCT
aiol-8198	137	30	were	be	AUX
aiol-8198	137	31	made	make	VERB
aiol-8198	137	32	on	on	ADP
aiol-8198	137	33	the	the	DET
aiol-8198	137	34	basis	basis	NOUN
aiol-8198	137	35	of	of	ADP
aiol-8198	137	36	observations	observation	NOUN
aiol-8198	137	37	of	of	ADP
aiol-8198	137	38	the	the	DET
aiol-8198	137	39	condition	condition	NOUN
aiol-8198	137	40	of	of	ADP
aiol-8198	137	41	the	the	DET
aiol-8198	137	42	ice	ice	NOUN
aiol-8198	137	43	cover	cover	NOUN
aiol-8198	137	44	of	of	ADP
aiol-8198	137	45	the	the	DET
aiol-8198	137	46	petrozavodsk	petrozavodsk	PROPN
aiol-8198	137	47	bay	bay	NOUN
aiol-8198	137	48	,	,	PUNCT
aiol-8198	137	49	which	which	PRON
aiol-8198	137	50	due	due	ADP
aiol-8198	137	51	to	to	ADP
aiol-8198	137	52	its	its	PRON
aiol-8198	137	53	morphological	morphological	ADJ
aiol-8198	137	54	structure	structure	NOUN
aiol-8198	137	55	is	be	AUX
aiol-8198	137	56	covered	cover	VERB
aiol-8198	137	57	with	with	ADP
aiol-8198	137	58	ice	ice	NOUN
aiol-8198	137	59	much	much	ADV
aiol-8198	137	60	earlier	early	ADV
aiol-8198	137	61	than	than	ADP
aiol-8198	137	62	the	the	DET
aiol-8198	137	63	water	water	NOUN
aiol-8198	137	64	area	area	NOUN
aiol-8198	137	65	of	of	ADP
aiol-8198	137	66	the	the	DET
aiol-8198	137	67	lake	lake	NOUN
aiol-8198	137	68	as	as	ADP
aiol-8198	137	69	a	a	DET
aiol-8198	137	70	whole	whole	NOUN
aiol-8198	137	71	.	.	PUNCT
aiol-8198	138	1	moreover	moreover	ADV
aiol-8198	138	2	,	,	PUNCT
aiol-8198	138	3	significant	significant	ADJ
aiol-8198	138	4	differences	difference	NOUN
aiol-8198	138	5	in	in	ADP
aiol-8198	138	6	the	the	DET
aiol-8198	138	7	values	value	NOUN
aiol-8198	138	8	of	of	ADP
aiol-8198	138	9	the	the	DET
aiol-8198	138	10	lower	low	ADJ
aiol-8198	138	11	limit	limit	NOUN
aiol-8198	138	12	of	of	ADP
aiol-8198	138	13	the	the	DET
aiol-8198	138	14	interval	interval	NOUN
aiol-8198	138	15	of	of	ADP
aiol-8198	138	16	value	value	NOUN
aiol-8198	138	17	∑tfree	∑tfree	PUNCT
aiol-8198	138	18	(	(	PUNCT
aiol-8198	138	19	tab	tab	NOUN
aiol-8198	138	20	.	.	PUNCT
aiol-8198	139	1	3	3	NUM
aiol-8198	139	2	)	)	PUNCT
aiol-8198	139	3	is	be	AUX
aiol-8198	139	4	due	due	ADJ
aiol-8198	139	5	to	to	ADP
aiol-8198	139	6	the	the	DET
aiol-8198	139	7	presence	presence	NOUN
aiol-8198	139	8	of	of	ADP
aiol-8198	139	9	abnormally	abnormally	ADV
aiol-8198	139	10	low	low	ADJ
aiol-8198	139	11	∑t+	∑t+	NUM
aiol-8198	139	12	values	value	NOUN
aiol-8198	139	13	in	in	ADP
aiol-8198	139	14	2013	2013	NUM
aiol-8198	139	15	and	and	CCONJ
aiol-8198	139	16	2014	2014	NUM
aiol-8198	139	17	,	,	PUNCT
aiol-8198	139	18	when	when	SCONJ
aiol-8198	139	19	a	a	DET
aiol-8198	139	20	complete	complete	ADJ
aiol-8198	139	21	ice	ice	NOUN
aiol-8198	139	22	clearance	clearance	NOUN
aiol-8198	139	23	of	of	ADP
aiol-8198	139	24	lake	lake	PROPN
aiol-8198	139	25	onego	onego	PROPN
aiol-8198	139	26	was	be	AUX
aiol-8198	139	27	recorded	record	VERB
aiol-8198	139	28	(	(	PUNCT
aiol-8198	139	29	∑tfree	∑tfree	PUNCT
aiol-8198	139	30	,	,	PUNCT
aiol-8198	139	31	respectively	respectively	ADV
aiol-8198	139	32	,	,	PUNCT
aiol-8198	139	33	87	87	NUM
aiol-8198	139	34	°	°	NUM
aiol-8198	139	35	c	c	NOUN
aiol-8198	139	36	and	and	CCONJ
aiol-8198	139	37	92	92	NUM
aiol-8198	139	38	°	°	NOUN
aiol-8198	139	39	c	c	NOUN
aiol-8198	139	40	)	)	PUNCT
aiol-8198	139	41	.	.	PUNCT
aiol-8198	140	1	in	in	ADP
aiol-8198	140	2	these	these	DET
aiol-8198	140	3	years	year	NOUN
aiol-8198	140	4	,	,	PUNCT
aiol-8198	140	5	abnormally	abnormally	ADV
aiol-8198	140	6	warm	warm	ADJ
aiol-8198	140	7	winters	winter	NOUN
aiol-8198	140	8	preceded	precede	VERB
aiol-8198	140	9	the	the	DET
aiol-8198	140	10	break	break	NOUN
aiol-8198	140	11	-	-	PUNCT
aiol-8198	140	12	up	up	ADP
aiol-8198	140	13	phase	phase	NOUN
aiol-8198	140	14	the	the	DET
aiol-8198	140	15	accumulated	accumulate	VERB
aiol-8198	140	16	negative	negative	ADJ
aiol-8198	140	17	air	air	NOUN
aiol-8198	140	18	temperatures	temperature	NOUN
aiol-8198	140	19	during	during	ADP
aiol-8198	140	20	the	the	DET
aiol-8198	140	21	cold	cold	ADJ
aiol-8198	140	22	season	season	NOUN
aiol-8198	140	23	∑t	∑t	PROPN
aiol-8198	140	24	–	–	PUNCT
aiol-8198	140	25	max	max	PROPN
aiol-8198	140	26	had	have	VERB
aiol-8198	140	27	minimum	minimum	ADJ
aiol-8198	140	28	values	value	NOUN
aiol-8198	140	29	for	for	ADP
aiol-8198	140	30	the	the	DET
aiol-8198	140	31	years	year	NOUN
aiol-8198	140	32	2000	2000	NUM
aiol-8198	140	33	-	-	SYM
aiol-8198	140	34	2018	2018	NUM
aiol-8198	140	35	(	(	PUNCT
aiol-8198	140	36	about	about	ADP
aiol-8198	140	37	555	555	NUM
aiol-8198	140	38	°	°	NOUN
aiol-8198	140	39	c	c	NOUN
aiol-8198	140	40	)	)	PUNCT
aiol-8198	140	41	,	,	PUNCT
aiol-8198	140	42	with	with	ADP
aiol-8198	140	43	an	an	DET
aiol-8198	140	44	average	average	ADJ
aiol-8198	140	45	value	value	NOUN
aiol-8198	140	46	of	of	ADP
aiol-8198	140	47	-970	-970	PROPN
aiol-8198	140	48	°	°	PROPN
aiol-8198	140	49	c	c	NOUN
aiol-8198	140	50	over	over	ADP
aiol-8198	140	51	this	this	DET
aiol-8198	140	52	period	period	NOUN
aiol-8198	140	53	.	.	PUNCT
aiol-8198	141	1	conclusions	conclusion	NOUN
aiol-8198	141	2	the	the	DET
aiol-8198	141	3	dependences	dependence	NOUN
aiol-8198	141	4	of	of	ADP
aiol-8198	141	5	the	the	DET
aiol-8198	141	6	indicative	indicative	ADJ
aiol-8198	141	7	dates	date	NOUN
aiol-8198	141	8	of	of	ADP
aiol-8198	141	9	the	the	DET
aiol-8198	141	10	ice	ice	NOUN
aiol-8198	141	11	regime	regime	NOUN
aiol-8198	141	12	of	of	ADP
aiol-8198	141	13	lake	lake	PROPN
aiol-8198	141	14	onego	onego	PROPN
aiol-8198	141	15	on	on	ADP
aiol-8198	141	16	air	air	NOUN
aiol-8198	141	17	temperature	temperature	NOUN
aiol-8198	141	18	are	be	AUX
aiol-8198	141	19	generally	generally	ADV
aiol-8198	141	20	consistent	consistent	ADJ
aiol-8198	141	21	with	with	ADP
aiol-8198	141	22	the	the	DET
aiol-8198	141	23	results	result	NOUN
aiol-8198	141	24	obtained	obtain	VERB
aiol-8198	141	25	earlier	early	ADV
aiol-8198	141	26	in	in	ADV
aiol-8198	141	27	(	(	PUNCT
aiol-8198	141	28	efremova	efremova	X
aiol-8198	141	29	et	et	PROPN
aiol-8198	141	30	al	al	PROPN
aiol-8198	141	31	.	.	PROPN
aiol-8198	141	32	,	,	PUNCT
aiol-8198	141	33	2013	2013	NUM
aiol-8198	141	34	;	;	PUNCT
aiol-8198	141	35	salo	salo	NOUN
aiol-8198	141	36	and	and	CCONJ
aiol-8198	141	37	nazarova	nazarova	PROPN
aiol-8198	141	38	,	,	PUNCT
aiol-8198	141	39	2011	2011	NUM
aiol-8198	141	40	)	)	PUNCT
aiol-8198	141	41	.	.	PUNCT
aiol-8198	142	1	however	however	ADV
aiol-8198	142	2	,	,	PUNCT
aiol-8198	142	3	in	in	ADP
aiol-8198	142	4	20002018	20002018	NUM
aiol-8198	142	5	there	there	PRON
aiol-8198	142	6	was	be	VERB
aiol-8198	142	7	one	one	NUM
aiol-8198	142	8	-	-	PUNCT
aiol-8198	142	9	month	month	NOUN
aiol-8198	142	10	ahead	ahead	ADJ
aiol-8198	142	11	shift	shift	NOUN
aiol-8198	142	12	in	in	ADP
aiol-8198	142	13	the	the	DET
aiol-8198	142	14	period	period	NOUN
aiol-8198	142	15	affecting	affect	VERB
aiol-8198	142	16	the	the	DET
aiol-8198	142	17	date	date	NOUN
aiol-8198	142	18	of	of	ADP
aiol-8198	142	19	the	the	DET
aiol-8198	142	20	formation	formation	NOUN
aiol-8198	142	21	of	of	ADP
aiol-8198	142	22	ice	ice	NOUN
aiol-8198	142	23	cover	cover	NOUN
aiol-8198	142	24	in	in	ADP
aiol-8198	142	25	comparison	comparison	NOUN
aiol-8198	142	26	with	with	ADP
aiol-8198	142	27	the	the	DET
aiol-8198	142	28	second	second	ADJ
aiol-8198	142	29	half	half	NOUN
aiol-8198	142	30	of	of	ADP
aiol-8198	142	31	the	the	DET
aiol-8198	142	32	20th	20th	ADJ
aiol-8198	142	33	century	century	NOUN
aiol-8198	142	34	,	,	PUNCT
aiol-8198	142	35	considered	consider	VERB
aiol-8198	142	36	in	in	ADP
aiol-8198	142	37	the	the	DET
aiol-8198	142	38	studies	study	NOUN
aiol-8198	142	39	by	by	ADP
aiol-8198	142	40	efremova	efremova	PROPN
aiol-8198	142	41	et	et	PROPN
aiol-8198	142	42	al	al	PROPN
aiol-8198	142	43	.	.	PROPN
aiol-8198	143	1	(	(	PUNCT
aiol-8198	143	2	2013	2013	NUM
aiol-8198	143	3	)	)	PUNCT
aiol-8198	143	4	and	and	CCONJ
aiol-8198	143	5	salo	salo	NOUN
aiol-8198	143	6	and	and	CCONJ
aiol-8198	143	7	nazarova	nazarova	PROPN
aiol-8198	143	8	,	,	PUNCT
aiol-8198	143	9	2011	2011	NUM
aiol-8198	143	10	)	)	PUNCT
aiol-8198	143	11	.	.	PUNCT
aiol-8198	144	1	this	this	PRON
aiol-8198	144	2	indicates	indicate	VERB
aiol-8198	144	3	climate	climate	NOUN
aiol-8198	144	4	change	change	NOUN
aiol-8198	144	5	in	in	ADP
aiol-8198	144	6	recent	recent	ADJ
aiol-8198	144	7	decades	decade	NOUN
aiol-8198	144	8	,	,	PUNCT
aiol-8198	144	9	which	which	PRON
aiol-8198	144	10	contributes	contribute	VERB
aiol-8198	144	11	to	to	ADP
aiol-8198	144	12	the	the	DET
aiol-8198	144	13	late	late	ADJ
aiol-8198	144	14	winter	winter	NOUN
aiol-8198	144	15	onset	onset	NOUN
aiol-8198	144	16	and	and	CCONJ
aiol-8198	144	17	,	,	PUNCT
aiol-8198	144	18	as	as	ADP
aiol-8198	144	19	a	a	DET
aiol-8198	144	20	consequence	consequence	NOUN
aiol-8198	144	21	the	the	DET
aiol-8198	144	22	shift	shift	NOUN
aiol-8198	144	23	in	in	ADP
aiol-8198	144	24	the	the	DET
aiol-8198	144	25	freeze	freeze	VERB
aiol-8198	144	26	-	-	PUNCT
aiol-8198	144	27	up	up	ADP
aiol-8198	144	28	dates	date	NOUN
aiol-8198	144	29	,	,	PUNCT
aiol-8198	144	30	which	which	PRON
aiol-8198	144	31	is	be	AUX
aiol-8198	144	32	consistent	consistent	ADJ
aiol-8198	144	33	with	with	ADP
aiol-8198	144	34	the	the	DET
aiol-8198	144	35	concept	concept	NOUN
aiol-8198	144	36	of	of	ADP
aiol-8198	144	37	global	global	ADJ
aiol-8198	144	38	warming	warming	NOUN
aiol-8198	144	39	.	.	PUNCT
aiol-8198	145	1	therefore	therefore	ADV
aiol-8198	145	2	,	,	PUNCT
aiol-8198	145	3	it	it	PRON
aiol-8198	145	4	can	can	AUX
aiol-8198	145	5	be	be	AUX
aiol-8198	145	6	concluded	conclude	VERB
aiol-8198	145	7	that	that	SCONJ
aiol-8198	145	8	the	the	DET
aiol-8198	145	9	models	model	NOUN
aiol-8198	145	10	of	of	ADP
aiol-8198	145	11	the	the	DET
aiol-8198	145	12	formation	formation	NOUN
aiol-8198	145	13	of	of	ADP
aiol-8198	145	14	the	the	DET
aiol-8198	145	15	ice	ice	NOUN
aiol-8198	145	16	cover	cover	NOUN
aiol-8198	145	17	of	of	ADP
aiol-8198	145	18	lake	lake	PROPN
aiol-8198	145	19	onego	onego	PROPN
aiol-8198	145	20	presented	present	VERB
aiol-8198	145	21	in	in	ADP
aiol-8198	145	22	papers	paper	NOUN
aiol-8198	145	23	(	(	PUNCT
aiol-8198	145	24	efremova	efremova	X
aiol-8198	145	25	et	et	PROPN
aiol-8198	145	26	al	al	PROPN
aiol-8198	145	27	.	.	PROPN
aiol-8198	145	28	,	,	PUNCT
aiol-8198	145	29	2013	2013	NUM
aiol-8198	145	30	;	;	PUNCT
aiol-8198	145	31	salo	salo	NOUN
aiol-8198	145	32	and	and	CCONJ
aiol-8198	145	33	nazarova	nazarova	PROPN
aiol-8198	145	34	,	,	PUNCT
aiol-8198	145	35	2011	2011	NUM
aiol-8198	145	36	)	)	PUNCT
aiol-8198	145	37	require	require	VERB
aiol-8198	145	38	some	some	DET
aiol-8198	145	39	adjustment	adjustment	NOUN
aiol-8198	145	40	to	to	PART
aiol-8198	145	41	be	be	AUX
aiol-8198	145	42	applicable	applicable	ADJ
aiol-8198	145	43	nowadays	nowadays	ADV
aiol-8198	145	44	.	.	PUNCT
aiol-8198	146	1	the	the	DET
aiol-8198	146	2	equations	equation	NOUN
aiol-8198	146	3	for	for	ADP
aiol-8198	146	4	calculating	calculate	VERB
aiol-8198	146	5	the	the	DET
aiol-8198	146	6	indicative	indicative	ADJ
aiol-8198	146	7	dates	date	NOUN
aiol-8198	146	8	of	of	ADP
aiol-8198	146	9	the	the	DET
aiol-8198	146	10	ice	ice	NOUN
aiol-8198	146	11	regime	regime	NOUN
aiol-8198	146	12	(	(	PUNCT
aiol-8198	146	13	5)-(8	5)-(8	NUM
aiol-8198	146	14	)	)	PUNCT
aiol-8198	146	15	are	be	AUX
aiol-8198	146	16	hardly	hardly	ADV
aiol-8198	146	17	applicable	applicable	ADJ
aiol-8198	146	18	for	for	ADP
aiol-8198	146	19	forecasting	forecasting	NOUN
aiol-8198	146	20	,	,	PUNCT
aiol-8198	146	21	but	but	CCONJ
aiol-8198	146	22	can	can	AUX
aiol-8198	146	23	be	be	AUX
aiol-8198	146	24	used	use	VERB
aiol-8198	146	25	for	for	ADP
aiol-8198	146	26	diagnostic	diagnostic	ADJ
aiol-8198	146	27	purposes	purpose	NOUN
aiol-8198	146	28	,	,	PUNCT
aiol-8198	146	29	for	for	ADP
aiol-8198	146	30	example	example	NOUN
aiol-8198	146	31	,	,	PUNCT
aiol-8198	146	32	to	to	PART
aiol-8198	146	33	re	re	VERB
aiol-8198	146	34	-	-	VERB
aiol-8198	146	35	design	design	VERB
aiol-8198	146	36	the	the	DET
aiol-8198	146	37	long	long	ADJ
aiol-8198	146	38	-	-	PUNCT
aiol-8198	146	39	term	term	NOUN
aiol-8198	146	40	time	time	NOUN
aiol-8198	146	41	series	series	NOUN
aiol-8198	146	42	of	of	ADP
aiol-8198	146	43	the	the	DET
aiol-8198	146	44	characteristics	characteristic	NOUN
aiol-8198	146	45	of	of	ADP
aiol-8198	146	46	the	the	DET
aiol-8198	146	47	ice	ice	NOUN
aiol-8198	146	48	regime	regime	NOUN
aiol-8198	146	49	of	of	ADP
aiol-8198	146	50	lake	lake	PROPN
aiol-8198	146	51	onega	onega	ADV
aiol-8198	146	52	based	base	VERB
aiol-8198	146	53	on	on	ADP
aiol-8198	146	54	the	the	DET
aiol-8198	146	55	available	available	ADJ
aiol-8198	146	56	daily	daily	ADJ
aiol-8198	146	57	data	datum	NOUN
aiol-8198	146	58	on	on	ADP
aiol-8198	146	59	air	air	NOUN
aiol-8198	146	60	temperature	temperature	NOUN
aiol-8198	146	61	.	.	PUNCT
aiol-8198	147	1	this	this	PRON
aiol-8198	147	2	is	be	AUX
aiol-8198	147	3	particularly	particularly	ADV
aiol-8198	147	4	true	true	ADJ
aiol-8198	147	5	for	for	ADP
aiol-8198	147	6	the	the	DET
aiol-8198	147	7	first	first	ADJ
aiol-8198	147	8	half	half	NOUN
aiol-8198	147	9	of	of	ADP
aiol-8198	147	10	the	the	DET
aiol-8198	147	11	20th	20th	ADJ
aiol-8198	147	12	century	century	NOUN
aiol-8198	147	13	,	,	PUNCT
aiol-8198	147	14	when	when	SCONJ
aiol-8198	147	15	there	there	PRON
aiol-8198	147	16	are	be	VERB
aiol-8198	147	17	only	only	ADV
aiol-8198	147	18	fragmentary	fragmentary	ADJ
aiol-8198	147	19	data	datum	NOUN
aiol-8198	147	20	on	on	ADP
aiol-8198	147	21	the	the	DET
aiol-8198	147	22	condition	condition	NOUN
aiol-8198	147	23	of	of	ADP
aiol-8198	147	24	the	the	DET
aiol-8198	147	25	ice	ice	NOUN
aiol-8198	147	26	cover	cover	NOUN
aiol-8198	147	27	of	of	ADP
aiol-8198	147	28	the	the	DET
aiol-8198	147	29	petrozavodsk	petrozavodsk	ADJ
aiol-8198	147	30	bay	bay	PROPN
aiol-8198	147	31	of	of	ADP
aiol-8198	147	32	lake	lake	PROPN
aiol-8198	147	33	onego	onego	ADJ
aiol-8198	147	34	and	and	CCONJ
aiol-8198	147	35	rare	rare	ADJ
aiol-8198	147	36	air	air	NOUN
aiol-8198	147	37	observations	observation	NOUN
aiol-8198	147	38	due	due	ADP
aiol-8198	147	39	to	to	ADP
aiol-8198	147	40	the	the	DET
aiol-8198	147	41	lack	lack	NOUN
aiol-8198	147	42	of	of	ADP
aiol-8198	147	43	appropriate	appropriate	ADJ
aiol-8198	147	44	technical	technical	ADJ
aiol-8198	147	45	means	mean	NOUN
aiol-8198	147	46	(	(	PUNCT
aiol-8198	147	47	satellite	satellite	NOUN
aiol-8198	147	48	observations	observation	NOUN
aiol-8198	147	49	)	)	PUNCT
aiol-8198	147	50	.	.	PUNCT
aiol-8198	148	1	the	the	DET
aiol-8198	148	2	indicative	indicative	ADJ
aiol-8198	148	3	dates	date	NOUN
aiol-8198	148	4	of	of	ADP
aiol-8198	148	5	the	the	DET
aiol-8198	148	6	ice	ice	NOUN
aiol-8198	148	7	regime	regime	NOUN
aiol-8198	148	8	of	of	ADP
aiol-8198	148	9	lake	lake	PROPN
aiol-8198	148	10	onego	onego	PROPN
aiol-8198	148	11	are	be	AUX
aiol-8198	148	12	potentially	potentially	ADV
aiol-8198	148	13	predictable	predictable	ADJ
aiol-8198	148	14	on	on	ADP
aiol-8198	148	15	the	the	DET
aiol-8198	148	16	basis	basis	NOUN
aiol-8198	148	17	of	of	ADP
aiol-8198	148	18	the	the	DET
aiol-8198	148	19	equations	equation	NOUN
aiol-8198	148	20	derived	derive	VERB
aiol-8198	148	21	in	in	ADP
aiol-8198	148	22	the	the	DET
aiol-8198	148	23	paper	paper	NOUN
aiol-8198	148	24	.	.	PUNCT
aiol-8198	149	1	this	this	PRON
aiol-8198	149	2	may	may	AUX
aiol-8198	149	3	be	be	AUX
aiol-8198	149	4	of	of	ADP
aiol-8198	149	5	practical	practical	ADJ
aiol-8198	149	6	use	use	NOUN
aiol-8198	149	7	in	in	ADP
aiol-8198	149	8	planning	plan	VERB
aiol-8198	149	9	the	the	DET
aiol-8198	149	10	navigation	navigation	NOUN
aiol-8198	149	11	period	period	NOUN
aiol-8198	149	12	and	and	CCONJ
aiol-8198	149	13	the	the	DET
aiol-8198	149	14	organization	organization	NOUN
aiol-8198	149	15	of	of	ADP
aiol-8198	149	16	waterways	waterways	PROPN
aiol-8198	149	17	.	.	PUNCT
aiol-8198	150	1	acknowledgments	acknowledgment	NOUN
aiol-8198	150	2	the	the	DET
aiol-8198	150	3	study	study	NOUN
aiol-8198	150	4	was	be	AUX
aiol-8198	150	5	fulfilled	fulfil	VERB
aiol-8198	150	6	with	with	ADP
aiol-8198	150	7	the	the	DET
aiol-8198	150	8	financial	financial	ADJ
aiol-8198	150	9	support	support	NOUN
aiol-8198	150	10	of	of	ADP
aiol-8198	150	11	the	the	DET
aiol-8198	150	12	grant	grant	NOUN
aiol-8198	150	13	of	of	ADP
aiol-8198	150	14	the	the	DET
aiol-8198	150	15	president	president	NOUN
aiol-8198	150	16	of	of	ADP
aiol-8198	150	17	the	the	DET
aiol-8198	150	18	russian	russian	PROPN
aiol-8198	150	19	federation	federation	PROPN
aiol-8198	150	20	mk3379.2018.5	mk3379.2018.5	NOUN
aiol-8198	150	21	.	.	PUNCT
aiol-8198	151	1	references	reference	NOUN
aiol-8198	151	2	assel	assel	ADJ
aiol-8198	151	3	r	r	NOUN
aiol-8198	151	4	,	,	PUNCT
aiol-8198	151	5	drobot	drobot	NOUN
aiol-8198	151	6	s	s	PROPN
aiol-8198	151	7	,	,	PUNCT
aiol-8198	151	8	croley	croley	PROPN
aiol-8198	151	9	ii	ii	PROPN
aiol-8198	151	10	te	te	PROPN
aiol-8198	151	11	,	,	PUNCT
aiol-8198	151	12	2004	2004	NUM
aiol-8198	151	13	.	.	PUNCT
aiol-8198	152	1	improving	improve	VERB
aiol-8198	152	2	30	30	NUM
aiol-8198	152	3	-	-	PUNCT
aiol-8198	152	4	day	day	NOUN
aiol-8198	152	5	great	great	ADJ
aiol-8198	152	6	lakes	lake	NOUN
aiol-8198	152	7	ice	ice	NOUN
aiol-8198	152	8	cover	cover	NOUN
aiol-8198	152	9	outlooks	outlook	NOUN
aiol-8198	152	10	.	.	PUNCT
aiol-8198	153	1	j.	j.	PROPN
aiol-8198	153	2	hydrometeorol	hydrometeorol	PROPN
aiol-8198	153	3	.	.	PUNCT
aiol-8198	154	1	5:713	5:713	NUM
aiol-8198	154	2	-	-	PUNCT
aiol-8198	154	3	717	717	NUM
aiol-8198	154	4	.	.	PUNCT
aiol-8198	155	1	baklagin	baklagin	PROPN
aiol-8198	155	2	vn	vn	PROPN
aiol-8198	155	3	,	,	PUNCT
aiol-8198	155	4	2017	2017	NUM
aiol-8198	155	5	.	.	PUNCT
aiol-8198	156	1	selection	selection	NOUN
aiol-8198	156	2	of	of	ADP
aiol-8198	156	3	parameters	parameter	NOUN
aiol-8198	156	4	and	and	CCONJ
aiol-8198	156	5	architecture	architecture	NOUN
aiol-8198	156	6	of	of	ADP
aiol-8198	156	7	multilayer	multilayer	ADJ
aiol-8198	156	8	perceptrons	perceptron	NOUN
aiol-8198	156	9	for	for	ADP
aiol-8198	156	10	predicting	predict	VERB
aiol-8198	156	11	ice	ice	NOUN
aiol-8198	156	12	coverage	coverage	NOUN
aiol-8198	156	13	of	of	ADP
aiol-8198	156	14	lakes	lake	NOUN
aiol-8198	156	15	.	.	PUNCT
aiol-8198	157	1	ekol	ekol	PROPN
aiol-8198	157	2	.	.	PUNCT
aiol-8198	158	1	bratislava	bratislava	PROPN
aiol-8198	158	2	36:226	36:226	PROPN
aiol-8198	158	3	-	-	SYM
aiol-8198	158	4	234	234	NUM
aiol-8198	158	5	.	.	PUNCT
aiol-8198	158	6	baklagin	baklagin	PROPN
aiol-8198	158	7	vn	vn	PROPN
aiol-8198	158	8	,	,	PUNCT
aiol-8198	158	9	2018	2018	NUM
aiol-8198	158	10	.	.	PUNCT
aiol-8198	159	1	variability	variability	NOUN
aiol-8198	159	2	of	of	ADP
aiol-8198	159	3	the	the	DET
aiol-8198	159	4	lake	lake	NOUN
aiol-8198	159	5	onega	onega	PROPN
aiol-8198	159	6	ice	ice	NOUN
aiol-8198	159	7	coverage	coverage	NOUN
aiol-8198	159	8	in	in	ADP
aiol-8198	159	9	the	the	DET
aiol-8198	159	10	period	period	NOUN
aiol-8198	159	11	2000	2000	NUM
aiol-8198	159	12	-	-	SYM
aiol-8198	159	13	2018	2018	NUM
aiol-8198	159	14	according	accord	VERB
aiol-8198	159	15	to	to	ADP
aiol-8198	159	16	the	the	DET
aiol-8198	159	17	satellite	satellite	NOUN
aiol-8198	159	18	data	data	PROPN
aiol-8198	159	19	.	.	PUNCT
aiol-8198	160	1	ice	ice	NOUN
aiol-8198	160	2	snow	snow	NOUN
aiol-8198	160	3	58:552	58:552	NUM
aiol-8198	160	4	-	-	SYM
aiol-8198	160	5	558	558	NUM
aiol-8198	160	6	.	.	PUNCT
aiol-8198	161	1	brown	brown	PROPN
aiol-8198	161	2	lc	lc	PROPN
aiol-8198	161	3	,	,	PUNCT
aiol-8198	161	4	duguay	duguay	VERB
aiol-8198	161	5	cr	cr	ADP
aiol-8198	161	6	,	,	PUNCT
aiol-8198	161	7	2010	2010	NUM
aiol-8198	161	8	.	.	PUNCT
aiol-8198	162	1	the	the	DET
aiol-8198	162	2	response	response	NOUN
aiol-8198	162	3	and	and	CCONJ
aiol-8198	162	4	role	role	NOUN
aiol-8198	162	5	of	of	ADP
aiol-8198	162	6	ice	ice	NOUN
aiol-8198	162	7	cover	cover	NOUN
aiol-8198	162	8	in	in	ADP
aiol-8198	162	9	lake	lake	NOUN
aiol-8198	162	10	-	-	PUNCT
aiol-8198	162	11	climate	climate	NOUN
aiol-8198	162	12	interactions	interaction	NOUN
aiol-8198	162	13	.	.	PUNCT
aiol-8198	163	1	prog	prog	NOUN
aiol-8198	163	2	.	.	PUNCT
aiol-8198	164	1	phys	phy	NOUN
aiol-8198	164	2	.	.	PUNCT
aiol-8198	165	1	geog	geog	NOUN
aiol-8198	165	2	.	.	PUNCT
aiol-8198	166	1	earth	earth	PROPN
aiol-8198	166	2	environ	environ	X
aiol-8198	166	3	.	.	PUNCT
aiol-8198	166	4	34:671	34:671	PROPN
aiol-8198	166	5	-	-	PUNCT
aiol-8198	166	6	704	704	NUM
aiol-8198	166	7	.	.	PUNCT
aiol-8198	167	1	dibike	dibike	PROPN
aiol-8198	167	2	y	y	PROPN
aiol-8198	167	3	,	,	PUNCT
aiol-8198	167	4	prowse	prowse	PROPN
aiol-8198	167	5	t	t	PROPN
aiol-8198	167	6	,	,	PUNCT
aiol-8198	167	7	saloranta	saloranta	PROPN
aiol-8198	167	8	t	t	PROPN
aiol-8198	167	9	,	,	PUNCT
aiol-8198	167	10	ahmed	ahmed	PROPN
aiol-8198	167	11	r	r	PROPN
aiol-8198	167	12	,	,	PUNCT
aiol-8198	167	13	2011	2011	NUM
aiol-8198	167	14	.	.	PUNCT
aiol-8198	168	1	response	response	NOUN
aiol-8198	168	2	of	of	ADP
aiol-8198	168	3	non	non	ADJ
aiol-8198	168	4	-co	-co	PROPN
aiol-8198	168	5	mmerc	mmerc	PROPN
aiol-8198	168	6	ial	ial	PROPN
aiol-8198	168	7	us	us	PROPN
aiol-8198	168	8	e	e	NOUN
aiol-8198	168	9	o	o	PROPN
aiol-8198	168	10	nly	nly	ADV
aiol-8198	168	11	v.n	v.n	PROPN
aiol-8198	168	12	.	.	PROPN
aiol-8198	168	13	baklagin32	baklagin32	PROPN
aiol-8198	168	14	northern	northern	PROPN
aiol-8198	168	15	hemisphere	hemisphere	PROPN
aiol-8198	168	16	lake	lake	NOUN
aiol-8198	168	17	-	-	PUNCT
aiol-8198	168	18	ice	ice	NOUN
aiol-8198	168	19	cover	cover	NOUN
aiol-8198	168	20	and	and	CCONJ
aiol-8198	168	21	lake	lake	NOUN
aiol-8198	168	22	-	-	PUNCT
aiol-8198	168	23	water	water	NOUN
aiol-8198	168	24	thermal	thermal	ADJ
aiol-8198	168	25	structure	structure	NOUN
aiol-8198	168	26	patterns	pattern	NOUN
aiol-8198	168	27	to	to	ADP
aiol-8198	168	28	a	a	DET
aiol-8198	168	29	changing	change	VERB
aiol-8198	168	30	climate	climate	NOUN
aiol-8198	168	31	.	.	PUNCT
aiol-8198	169	1	hydrol	hydrol	NOUN
aiol-8198	169	2	.	.	PUNCT
aiol-8198	170	1	process	process	NOUN
aiol-8198	170	2	.	.	PUNCT
aiol-8198	171	1	25:2942	25:2942	NUM
aiol-8198	171	2	-	-	SYM
aiol-8198	171	3	2953	2953	NUM
aiol-8198	171	4	.	.	PUNCT
aiol-8198	172	1	efremova	efremova	PROPN
aiol-8198	172	2	tv	tv	PROPN
aiol-8198	172	3	,	,	PUNCT
aiol-8198	172	4	palshin	palshin	PROPN
aiol-8198	172	5	ne	ne	PROPN
aiol-8198	172	6	,	,	PUNCT
aiol-8198	172	7	zdorovennov	zdorovennov	PROPN
aiol-8198	172	8	re	re	NOUN
aiol-8198	172	9	,	,	PUNCT
aiol-8198	172	10	2013	2013	NUM
aiol-8198	172	11	.	.	PUNCT
aiol-8198	173	1	long	long	ADJ
aiol-8198	173	2	-	-	PUNCT
aiol-8198	173	3	term	term	NOUN
aiol-8198	173	4	characteristics	characteristic	NOUN
aiol-8198	173	5	of	of	ADP
aiol-8198	173	6	ice	ice	NOUN
aiol-8198	173	7	phenology	phenology	NOUN
aiol-8198	173	8	in	in	ADP
aiol-8198	173	9	karelian	karelian	PROPN
aiol-8198	173	10	lakes	lake	NOUN
aiol-8198	173	11	.	.	PUNCT
aiol-8198	174	1	est	est	PROPN
aiol-8198	174	2	.	.	PUNCT
aiol-8198	175	1	j.	j.	PROPN
aiol-8198	175	2	earth	earth	PROPN
aiol-8198	175	3	sci	sci	PROPN
aiol-8198	175	4	.	.	PUNCT
aiol-8198	176	1	62:33	62:33	NUM
aiol-8198	176	2	-	-	SYM
aiol-8198	176	3	41	41	NUM
aiol-8198	176	4	.	.	PUNCT
aiol-8198	177	1	karetnikov	karetnikov	PROPN
aiol-8198	177	2	sg	sg	PROPN
aiol-8198	177	3	,	,	PUNCT
aiol-8198	177	4	naumenko	naumenko	PROPN
aiol-8198	177	5	ma	ma	PROPN
aiol-8198	177	6	,	,	PUNCT
aiol-8198	177	7	2008	2008	NUM
aiol-8198	177	8	.	.	PUNCT
aiol-8198	178	1	recent	recent	ADJ
aiol-8198	178	2	trends	trend	NOUN
aiol-8198	178	3	in	in	ADP
aiol-8198	178	4	lake	lake	PROPN
aiol-8198	178	5	ladoga	ladoga	PROPN
aiol-8198	178	6	ice	ice	NOUN
aiol-8198	178	7	cover	cover	NOUN
aiol-8198	178	8	.	.	PUNCT
aiol-8198	179	1	hydrobiology	hydrobiology	NOUN
aiol-8198	179	2	599:41	599:41	NUM
aiol-8198	179	3	-	-	SYM
aiol-8198	179	4	48	48	NUM
aiol-8198	179	5	.	.	PUNCT
aiol-8198	180	1	latifovic	latifovic	ADJ
aiol-8198	180	2	r	r	NOUN
aiol-8198	180	3	,	,	PUNCT
aiol-8198	180	4	pouliot	pouliot	NOUN
aiol-8198	180	5	d	d	PROPN
aiol-8198	180	6	,	,	PUNCT
aiol-8198	180	7	2007	2007	NUM
aiol-8198	180	8	.	.	PUNCT
aiol-8198	181	1	analysis	analysis	NOUN
aiol-8198	181	2	of	of	ADP
aiol-8198	181	3	climate	climate	NOUN
aiol-8198	181	4	change	change	NOUN
aiol-8198	181	5	impacts	impact	NOUN
aiol-8198	181	6	on	on	ADP
aiol-8198	181	7	lake	lake	NOUN
aiol-8198	181	8	ice	ice	NOUN
aiol-8198	181	9	phenology	phenology	NOUN
aiol-8198	181	10	in	in	ADP
aiol-8198	181	11	canada	canada	PROPN
aiol-8198	181	12	using	use	VERB
aiol-8198	181	13	the	the	DET
aiol-8198	181	14	historical	historical	ADJ
aiol-8198	181	15	satellite	satellite	NOUN
aiol-8198	181	16	data	datum	NOUN
aiol-8198	181	17	record	record	NOUN
aiol-8198	181	18	.	.	PUNCT
aiol-8198	182	1	remote	remote	PROPN
aiol-8198	182	2	sens	sens	PROPN
aiol-8198	182	3	.	.	PROPN
aiol-8198	182	4	environ	environ	PROPN
aiol-8198	182	5	.	.	PUNCT
aiol-8198	182	6	106:492	106:492	NUM
aiol-8198	182	7	-	-	PUNCT
aiol-8198	182	8	507	507	NUM
aiol-8198	182	9	.	.	PUNCT
aiol-8198	183	1	livingstone	livingstone	PROPN
aiol-8198	183	2	dm	dm	PROPN
aiol-8198	183	3	,	,	PUNCT
aiol-8198	183	4	1997	1997	NUM
aiol-8198	183	5	.	.	PUNCT
aiol-8198	184	1	break	break	NOUN
aiol-8198	184	2	-	-	PUNCT
aiol-8198	184	3	up	up	NOUN
aiol-8198	184	4	of	of	ADP
aiol-8198	184	5	alpine	alpine	NOUN
aiol-8198	184	6	lakes	lake	NOUN
aiol-8198	184	7	as	as	ADP
aiol-8198	184	8	proxy	proxy	ADJ
aiol-8198	184	9	data	datum	NOUN
aiol-8198	184	10	for	for	ADP
aiol-8198	184	11	local	local	ADJ
aiol-8198	184	12	and	and	CCONJ
aiol-8198	184	13	regional	regional	ADJ
aiol-8198	184	14	mean	mean	ADJ
aiol-8198	184	15	surface	surface	NOUN
aiol-8198	184	16	air	air	NOUN
aiol-8198	184	17	temperatures	temperature	NOUN
aiol-8198	184	18	.	.	PUNCT
aiol-8198	185	1	climatic	climatic	ADJ
aiol-8198	185	2	change	change	NOUN
aiol-8198	185	3	37:407	37:407	NUM
aiol-8198	185	4	-	-	SYM
aiol-8198	185	5	439	439	NUM
aiol-8198	185	6	.	.	PUNCT
aiol-8198	186	1	magnuson	magnuson	PROPN
aiol-8198	186	2	jj	jj	PROPN
aiol-8198	186	3	,	,	PUNCT
aiol-8198	186	4	benson	benson	PROPN
aiol-8198	186	5	bj	bj	PROPN
aiol-8198	186	6	,	,	PUNCT
aiol-8198	186	7	kratz	kratz	PROPN
aiol-8198	186	8	tk	tk	PROPN
aiol-8198	186	9	.	.	PROPN
aiol-8198	186	10	,	,	PUNCT
aiol-8198	186	11	1990	1990	NUM
aiol-8198	186	12	.	.	PUNCT
aiol-8198	187	1	temporal	temporal	ADJ
aiol-8198	187	2	coherence	coherence	NOUN
aiol-8198	187	3	in	in	ADP
aiol-8198	187	4	the	the	DET
aiol-8198	187	5	limnology	limnology	NOUN
aiol-8198	187	6	of	of	ADP
aiol-8198	187	7	a	a	DET
aiol-8198	187	8	suite	suite	NOUN
aiol-8198	187	9	of	of	ADP
aiol-8198	187	10	lakes	lake	NOUN
aiol-8198	187	11	in	in	ADP
aiol-8198	187	12	wisconsin	wisconsin	PROPN
aiol-8198	187	13	,	,	PUNCT
aiol-8198	187	14	u.s.a	u.s.a	PROPN
aiol-8198	187	15	.	.	PROPN
aiol-8198	187	16	freshwater	freshwater	PROPN
aiol-8198	187	17	biol	biol	PROPN
aiol-8198	187	18	.	.	PUNCT
aiol-8198	188	1	23:145	23:145	NUM
aiol-8198	188	2	-	-	SYM
aiol-8198	188	3	159	159	NUM
aiol-8198	188	4	.	.	PUNCT
aiol-8198	189	1	nazarova	nazarova	PROPN
aiol-8198	189	2	le	le	X
aiol-8198	189	3	,	,	PUNCT
aiol-8198	189	4	2013	2013	NUM
aiol-8198	189	5	.	.	PUNCT
aiol-8198	190	1	climate	climate	NOUN
aiol-8198	190	2	change	change	NOUN
aiol-8198	190	3	and	and	CCONJ
aiol-8198	190	4	fluctuations	fluctuation	NOUN
aiol-8198	190	5	in	in	ADP
aiol-8198	190	6	the	the	DET
aiol-8198	190	7	karelian	karelian	PROPN
aiol-8198	190	8	-	-	PUNCT
aiol-8198	190	9	kola	kola	PROPN
aiol-8198	190	10	region	region	NOUN
aiol-8198	190	11	.	.	PUNCT
aiol-8198	191	1	environment	environment	NOUN
aiol-8198	191	2	.	.	PUNCT
aiol-8198	192	1	technology	technology	NOUN
aiol-8198	192	2	.	.	PUNCT
aiol-8198	193	1	resources	resource	NOUN
aiol-8198	193	2	.	.	PUNCT
aiol-8198	194	1	proceedings	proceeding	NOUN
aiol-8198	194	2	9th	9th	ADJ
aiol-8198	194	3	int	int	NOUN
aiol-8198	194	4	.	.	PUNCT
aiol-8198	195	1	scientific	scientific	ADJ
aiol-8198	195	2	practical	practical	ADJ
aiol-8198	195	3	conf	conf	NOUN
aiol-8198	195	4	.	.	PUNCT
aiol-8198	196	1	1:53	1:53	NUM
aiol-8198	196	2	-	-	SYM
aiol-8198	196	3	56	56	NUM
aiol-8198	196	4	.	.	PUNCT
aiol-8198	197	1	salo	salo	PROPN
aiol-8198	197	2	ya	ya	PROPN
aiol-8198	197	3	,	,	PUNCT
aiol-8198	197	4	nazarova	nazarova	X
aiol-8198	197	5	le	le	X
aiol-8198	197	6	,	,	PUNCT
aiol-8198	197	7	2011	2011	NUM
aiol-8198	197	8	.	.	PUNCT
aiol-8198	198	1	[	[	X
aiol-8198	198	2	multiannual	multiannual	ADJ
aiol-8198	198	3	variability	variability	NOUN
aiol-8198	198	4	of	of	ADP
aiol-8198	198	5	the	the	DET
aiol-8198	198	6	onega	onega	PROPN
aiol-8198	198	7	lake	lake	PROPN
aiol-8198	198	8	ice	ice	NOUN
aiol-8198	198	9	regime	regime	NOUN
aiol-8198	198	10	in	in	ADP
aiol-8198	198	11	conditions	condition	NOUN
aiol-8198	198	12	of	of	ADP
aiol-8198	198	13	variability	variability	NOUN
aiol-8198	198	14	of	of	ADP
aiol-8198	198	15	the	the	DET
aiol-8198	198	16	regional	regional	PROPN
aiol-8198	198	17	climate].[article	climate].[article	PROPN
aiol-8198	198	18	in	in	ADP
aiol-8198	198	19	russian	russian	PROPN
aiol-8198	198	20	]	]	PUNCT
aiol-8198	198	21	.	.	PUNCT
aiol-8198	199	1	processes	process	VERB
aiol-8198	199	2	russian	russian	ADJ
aiol-8198	199	3	geogr	geogr	NOUN
aiol-8198	199	4	.	.	PUNCT
aiol-8198	200	1	soc	soc	NOUN
aiol-8198	200	2	.	.	PUNCT
aiol-8198	201	1	143:50	143:50	NUM
aiol-8198	201	2	-	-	SYM
aiol-8198	201	3	55	55	NUM
aiol-8198	201	4	.	.	PUNCT
aiol-8198	202	1	corresponding	correspond	VERB
aiol-8198	202	2	author	author	NOUN
aiol-8198	202	3	:	:	PUNCT
aiol-8198	202	4	slava.baklagin@mail.ru	slava.baklagin@mail.ru	VERB
aiol-8198	202	5	key	key	ADJ
aiol-8198	202	6	words	word	NOUN
aiol-8198	202	7	:	:	PUNCT
aiol-8198	202	8	ice	ice	NOUN
aiol-8198	202	9	regime	regime	NOUN
aiol-8198	202	10	;	;	PUNCT
aiol-8198	202	11	lake	lake	NOUN
aiol-8198	202	12	onego	onego	NOUN
aiol-8198	202	13	;	;	PUNCT
aiol-8198	202	14	air	air	NOUN
aiol-8198	202	15	temperature	temperature	NOUN
aiol-8198	202	16	.	.	PUNCT
aiol-8198	203	1	received	receive	VERB
aiol-8198	203	2	:	:	PUNCT
aiol-8198	203	3	2	2	NUM
aiol-8198	203	4	april	april	PROPN
aiol-8198	203	5	2019	2019	NUM
aiol-8198	203	6	.	.	PUNCT
aiol-8198	204	1	accepted	accept	VERB
aiol-8198	204	2	:	:	PUNCT
aiol-8198	204	3	14	14	NUM
aiol-8198	204	4	june	june	PROPN
aiol-8198	204	5	2019	2019	NUM
aiol-8198	204	6	.	.	PUNCT
aiol-8198	205	1	this	this	DET
aiol-8198	205	2	work	work	NOUN
aiol-8198	205	3	is	be	AUX
aiol-8198	205	4	licensed	license	VERB
aiol-8198	205	5	under	under	ADP
aiol-8198	205	6	a	a	DET
aiol-8198	205	7	creative	creative	ADJ
aiol-8198	205	8	commons	common	NOUN
aiol-8198	205	9	attribution	attribution	NOUN
aiol-8198	205	10	noncommercial	noncommercial	ADJ
aiol-8198	205	11	4.0	4.0	NUM
aiol-8198	205	12	license	license	NOUN
aiol-8198	205	13	(	(	PUNCT
aiol-8198	205	14	cc	cc	NOUN
aiol-8198	205	15	by	by	ADP
aiol-8198	205	16	-	-	PUNCT
aiol-8198	205	17	nc	nc	PROPN
aiol-8198	205	18	4.0	4.0	NUM
aiol-8198	205	19	)	)	PUNCT
aiol-8198	205	20	.	.	PUNCT
aiol-8198	206	1	©	©	PROPN
aiol-8198	206	2	copyright	copyright	NOUN
aiol-8198	206	3	:	:	PUNCT
aiol-8198	206	4	the	the	DET
aiol-8198	206	5	author(s	author(s	PROPN
aiol-8198	206	6	)	)	PUNCT
aiol-8198	206	7	,	,	PUNCT
aiol-8198	206	8	2019	2019	NUM
aiol-8198	206	9	licensee	licensee	NOUN
aiol-8198	206	10	pagepress	pagepress	NOUN
aiol-8198	206	11	,	,	PUNCT
aiol-8198	206	12	italy	italy	PROPN
aiol-8198	206	13	advances	advance	VERB
aiol-8198	206	14	in	in	ADP
aiol-8198	206	15	oceanography	oceanography	NOUN
aiol-8198	206	16	and	and	CCONJ
aiol-8198	206	17	limnology	limnology	NOUN
aiol-8198	206	18	,	,	PUNCT
aiol-8198	206	19	2019	2019	NUM
aiol-8198	206	20	;	;	PUNCT
aiol-8198	206	21	10:8198	10:8198	NUM
aiol-8198	206	22	doi	doi	NOUN
aiol-8198	206	23	:	:	PUNCT
aiol-8198	206	24	10.4081	10.4081	NUM
aiol-8198	206	25	/	/	SYM
aiol-8198	206	26	aiol.2019.8198	aiol.2019.8198	ADJ
aiol-8198	206	27	non	non	ADJ
aiol-8198	206	28	-co	-co	PROPN
aiol-8198	206	29	mmerc	mmerc	PROPN
aiol-8198	206	30	ial	ial	PROPN
aiol-8198	206	31	us	us	PROPN
aiol-8198	206	32	e	e	NOUN
aiol-8198	206	33	o	o	NOUN
aiol-8198	206	34	nly	nly	ADV