id	sid	tid	token	lemma	pos
cet-15739	1	1	doi	doi	NOUN
cet-15739	1	2	:	:	PUNCT
cet-15739	1	3	10.3303	10.3303	NUM
cet-15739	1	4	/	/	SYM
cet-15739	1	5	cet25121012	cet25121012	NOUN
cet-15739	1	6	paper	paper	NOUN
cet-15739	1	7	received	receive	VERB
cet-15739	1	8	:	:	PUNCT
cet-15739	1	9	25	25	NUM
cet-15739	1	10	july	july	PROPN
cet-15739	1	11	2025	2025	NUM
cet-15739	1	12	;	;	PUNCT
cet-15739	1	13	revised	revise	VERB
cet-15739	1	14	:	:	PUNCT
cet-15739	1	15	25	25	NUM
cet-15739	1	16	september	september	PROPN
cet-15739	1	17	2025	2025	NUM
cet-15739	1	18	;	;	PUNCT
cet-15739	1	19	accepted	accept	VERB
cet-15739	1	20	:	:	PUNCT
cet-15739	1	21	23	23	NUM
cet-15739	1	22	october	october	NOUN
cet-15739	1	23	2025	2025	NUM
cet-15739	1	24	please	please	INTJ
cet-15739	1	25	cite	cite	VERB
cet-15739	1	26	this	this	DET
cet-15739	1	27	article	article	NOUN
cet-15739	1	28	as	as	ADP
cet-15739	1	29	:	:	PUNCT
cet-15739	1	30	bódizs	bódizs	PROPN
cet-15739	1	31	d.	d.	PROPN
cet-15739	1	32	,	,	PUNCT
cet-15739	1	33	zseni	zseni	PROPN
cet-15739	1	34	a.	a.	NOUN
cet-15739	1	35	,	,	PUNCT
cet-15739	1	36	schmeller	schmeller	PROPN
cet-15739	1	37	d.	d.	PROPN
cet-15739	1	38	,	,	PUNCT
cet-15739	1	39	2025	2025	NUM
cet-15739	1	40	,	,	PUNCT
cet-15739	1	41	illuminating	illuminate	VERB
cet-15739	1	42	inequality	inequality	NOUN
cet-15739	1	43	:	:	PUNCT
cet-15739	1	44	public	public	ADJ
cet-15739	1	45	lighting	lighting	NOUN
cet-15739	1	46	energy	energy	NOUN
cet-15739	1	47	consumption	consumption	NOUN
cet-15739	1	48	and	and	CCONJ
cet-15739	1	49	light	light	ADJ
cet-15739	1	50	pollution	pollution	NOUN
cet-15739	1	51	in	in	ADP
cet-15739	1	52	urban	urban	ADJ
cet-15739	1	53	and	and	CCONJ
cet-15739	1	54	rural	rural	ADJ
cet-15739	1	55	contexts	contexts	NOUN
cet-15739	1	56	,	,	PUNCT
cet-15739	1	57	chemical	chemical	ADJ
cet-15739	1	58	engineering	engineering	NOUN
cet-15739	1	59	transactions	transaction	NOUN
cet-15739	1	60	,	,	PUNCT
cet-15739	1	61	121	121	NUM
cet-15739	1	62	,	,	PUNCT
cet-15739	1	63	67	67	NUM
cet-15739	1	64	-	-	SYM
cet-15739	1	65	72	72	NUM
cet-15739	1	66	doi:10.3303	doi:10.3303	NOUN
cet-15739	1	67	/	/	SYM
cet-15739	1	68	cet25121012	cet25121012	NOUN
cet-15739	1	69	chemical	chemical	NOUN
cet-15739	1	70	engineering	engineering	NOUN
cet-15739	1	71	transactions	transaction	NOUN
cet-15739	1	72	vol	vol	NOUN
cet-15739	1	73	.	.	PROPN
cet-15739	1	74	121	121	NUM
cet-15739	1	75	,	,	PUNCT
cet-15739	1	76	2025	2025	NUM
cet-15739	1	77	a	a	DET
cet-15739	1	78	publication	publication	NOUN
cet-15739	1	79	of	of	ADP
cet-15739	1	80	the	the	DET
cet-15739	1	81	italian	italian	ADJ
cet-15739	1	82	association	association	NOUN
cet-15739	1	83	of	of	ADP
cet-15739	1	84	chemical	chemical	PROPN
cet-15739	1	85	engineering	engineering	NOUN
cet-15739	1	86	online	online	ADV
cet-15739	1	87	at	at	ADP
cet-15739	1	88	www.cetjournal.it	www.cetjournal.it	PROPN
cet-15739	1	89	guest	guest	NOUN
cet-15739	1	90	editors	editor	NOUN
cet-15739	1	91	:	:	PUNCT
cet-15739	1	92	petar	petar	PROPN
cet-15739	1	93	s.	s.	PROPN
cet-15739	1	94	varbanov	varbanov	PROPN
cet-15739	1	95	copyright	copyright	NOUN
cet-15739	1	96	©	©	PROPN
cet-15739	1	97	2025	2025	NUM
cet-15739	1	98	,	,	PUNCT
cet-15739	1	99	aidic	aidic	ADJ
cet-15739	1	100	servizi	servizi	PROPN
cet-15739	1	101	s.r.l	s.r.l	NOUN
cet-15739	1	102	.	.	PUNCT
cet-15739	2	1	isbn	isbn	PROPN
cet-15739	2	2	979	979	NUM
cet-15739	2	3	-	-	SYM
cet-15739	2	4	12	12	NUM
cet-15739	2	5	-	-	PUNCT
cet-15739	2	6	81206	81206	NUM
cet-15739	2	7	-	-	SYM
cet-15739	2	8	22	22	NUM
cet-15739	2	9	-	-	SYM
cet-15739	2	10	9	9	NUM
cet-15739	2	11	;	;	PUNCT
cet-15739	2	12	issn	issn	PROPN
cet-15739	2	13	2283	2283	NUM
cet-15739	2	14	-	-	SYM
cet-15739	2	15	9216	9216	NUM
cet-15739	2	16	illuminating	illuminate	VERB
cet-15739	2	17	inequality	inequality	NOUN
cet-15739	2	18	:	:	PUNCT
cet-15739	2	19	public	public	ADJ
cet-15739	2	20	lighting	lighting	NOUN
cet-15739	2	21	energy	energy	NOUN
cet-15739	2	22	consumption	consumption	NOUN
cet-15739	2	23	and	and	CCONJ
cet-15739	2	24	light	light	ADJ
cet-15739	2	25	pollution	pollution	NOUN
cet-15739	2	26	in	in	ADP
cet-15739	2	27	urban	urban	ADJ
cet-15739	2	28	and	and	CCONJ
cet-15739	2	29	rural	rural	ADJ
cet-15739	2	30	contexts	context	NOUN
cet-15739	2	31	dalma	dalma	PROPN
cet-15739	2	32	bódizs	bódizs	PROPN
cet-15739	2	33	*	*	PROPN
cet-15739	2	34	,	,	PUNCT
cet-15739	2	35	anikó	anikó	PROPN
cet-15739	2	36	zseni	zseni	PROPN
cet-15739	2	37	,	,	PUNCT
cet-15739	2	38	dalma	dalma	PROPN
cet-15739	2	39	schmeller	schmeller	PROPN
cet-15739	2	40	department	department	PROPN
cet-15739	2	41	of	of	ADP
cet-15739	2	42	applied	apply	VERB
cet-15739	2	43	sustainability	sustainability	NOUN
cet-15739	2	44	,	,	PUNCT
cet-15739	2	45	széchenyi	széchenyi	PROPN
cet-15739	2	46	istván	istván	PROPN
cet-15739	2	47	university	university	PROPN
cet-15739	2	48	,	,	PUNCT
cet-15739	2	49	egyetem	egyetem	NOUN
cet-15739	2	50	tér	tér	PROPN
cet-15739	2	51	1	1	NUM
cet-15739	2	52	,	,	PUNCT
cet-15739	2	53	9026	9026	NUM
cet-15739	2	54	győr	győr	PROPN
cet-15739	2	55	,	,	PUNCT
cet-15739	2	56	hungary	hungary	PROPN
cet-15739	2	57	bodizs.dalma@sze.hu	bodizs.dalma@sze.hu	PROPN
cet-15739	3	1	this	this	DET
cet-15739	3	2	paper	paper	NOUN
cet-15739	3	3	investigates	investigate	VERB
cet-15739	3	4	the	the	DET
cet-15739	3	5	spatial	spatial	ADJ
cet-15739	3	6	and	and	CCONJ
cet-15739	3	7	social	social	ADJ
cet-15739	3	8	dimensions	dimension	NOUN
cet-15739	3	9	of	of	ADP
cet-15739	3	10	light	light	ADJ
cet-15739	3	11	pollution	pollution	NOUN
cet-15739	3	12	through	through	ADP
cet-15739	3	13	the	the	DET
cet-15739	3	14	lens	lens	NOUN
cet-15739	3	15	of	of	ADP
cet-15739	3	16	electricity	electricity	NOUN
cet-15739	3	17	consumption	consumption	NOUN
cet-15739	3	18	and	and	CCONJ
cet-15739	3	19	technical	technical	ADJ
cet-15739	3	20	losses	loss	NOUN
cet-15739	3	21	related	relate	VERB
cet-15739	3	22	to	to	ADP
cet-15739	3	23	public	public	ADJ
cet-15739	3	24	lighting	lighting	NOUN
cet-15739	3	25	across	across	ADP
cet-15739	3	26	hungarian	hungarian	ADJ
cet-15739	3	27	municipalities	municipality	NOUN
cet-15739	3	28	,	,	PUNCT
cet-15739	3	29	focusing	focus	VERB
cet-15739	3	30	on	on	ADP
cet-15739	3	31	the	the	DET
cet-15739	3	32	western	western	ADJ
cet-15739	3	33	transdanubia	transdanubia	PROPN
cet-15739	3	34	region	region	NOUN
cet-15739	3	35	.	.	PUNCT
cet-15739	4	1	unlike	unlike	ADP
cet-15739	4	2	traditional	traditional	ADJ
cet-15739	4	3	approaches	approach	NOUN
cet-15739	4	4	based	base	VERB
cet-15739	4	5	on	on	ADP
cet-15739	4	6	remote	remote	ADJ
cet-15739	4	7	sensing	sensing	NOUN
cet-15739	4	8	,	,	PUNCT
cet-15739	4	9	this	this	DET
cet-15739	4	10	paper	paper	NOUN
cet-15739	4	11	employs	employ	VERB
cet-15739	4	12	local	local	ADJ
cet-15739	4	13	-	-	PUNCT
cet-15739	4	14	level	level	NOUN
cet-15739	4	15	electricity	electricity	NOUN
cet-15739	4	16	use	use	NOUN
cet-15739	4	17	data	datum	NOUN
cet-15739	4	18	as	as	ADP
cet-15739	4	19	a	a	DET
cet-15739	4	20	proxy	proxy	NOUN
cet-15739	4	21	for	for	ADP
cet-15739	4	22	assessing	assess	VERB
cet-15739	4	23	light	light	ADJ
cet-15739	4	24	pollution	pollution	NOUN
cet-15739	4	25	intensity	intensity	NOUN
cet-15739	4	26	.	.	PUNCT
cet-15739	5	1	notably	notably	ADV
cet-15739	5	2	,	,	PUNCT
cet-15739	5	3	several	several	ADJ
cet-15739	5	4	sparsely	sparsely	ADV
cet-15739	5	5	populated	populated	ADJ
cet-15739	5	6	rural	rural	ADJ
cet-15739	5	7	settlements	settlement	NOUN
cet-15739	5	8	display	display	VERB
cet-15739	5	9	disproportionately	disproportionately	ADV
cet-15739	5	10	high	high	ADJ
cet-15739	5	11	per	per	ADP
cet-15739	5	12	capita	capita	NOUN
cet-15739	5	13	electricity	electricity	NOUN
cet-15739	5	14	use	use	NOUN
cet-15739	5	15	and	and	CCONJ
cet-15739	5	16	losses	loss	NOUN
cet-15739	5	17	,	,	PUNCT
cet-15739	5	18	suggesting	suggest	VERB
cet-15739	5	19	inefficiencies	inefficiency	NOUN
cet-15739	5	20	,	,	PUNCT
cet-15739	5	21	potential	potential	ADJ
cet-15739	5	22	over	over	ADP
cet-15739	5	23	-	-	PUNCT
cet-15739	5	24	lighting	lighting	NOUN
cet-15739	5	25	,	,	PUNCT
cet-15739	5	26	and	and	CCONJ
cet-15739	5	27	elevated	elevated	ADJ
cet-15739	5	28	exposure	exposure	NOUN
cet-15739	5	29	to	to	ADP
cet-15739	5	30	light	light	ADJ
cet-15739	5	31	pollution	pollution	NOUN
cet-15739	5	32	.	.	PUNCT
cet-15739	6	1	the	the	DET
cet-15739	6	2	inclusion	inclusion	NOUN
cet-15739	6	3	of	of	ADP
cet-15739	6	4	technical	technical	ADJ
cet-15739	6	5	losses	loss	NOUN
cet-15739	6	6	provides	provide	VERB
cet-15739	6	7	a	a	DET
cet-15739	6	8	more	more	ADV
cet-15739	6	9	accurate	accurate	ADJ
cet-15739	6	10	picture	picture	NOUN
cet-15739	6	11	of	of	ADP
cet-15739	6	12	systemic	systemic	ADJ
cet-15739	6	13	inefficiency	inefficiency	NOUN
cet-15739	6	14	that	that	PRON
cet-15739	6	15	may	may	AUX
cet-15739	6	16	contribute	contribute	VERB
cet-15739	6	17	to	to	ADP
cet-15739	6	18	excessive	excessive	ADJ
cet-15739	6	19	artificial	artificial	ADJ
cet-15739	6	20	illumination	illumination	NOUN
cet-15739	6	21	without	without	ADP
cet-15739	6	22	corresponding	correspond	VERB
cet-15739	6	23	social	social	ADJ
cet-15739	6	24	benefit	benefit	NOUN
cet-15739	6	25	.	.	PUNCT
cet-15739	7	1	these	these	DET
cet-15739	7	2	findings	finding	NOUN
cet-15739	7	3	underscore	underscore	VERB
cet-15739	7	4	the	the	DET
cet-15739	7	5	relevance	relevance	NOUN
cet-15739	7	6	of	of	ADP
cet-15739	7	7	electricity	electricity	NOUN
cet-15739	7	8	data	datum	NOUN
cet-15739	7	9	as	as	ADP
cet-15739	7	10	an	an	DET
cet-15739	7	11	indirect	indirect	ADJ
cet-15739	7	12	but	but	CCONJ
cet-15739	7	13	actionable	actionable	ADJ
cet-15739	7	14	source	source	NOUN
cet-15739	7	15	for	for	ADP
cet-15739	7	16	evaluating	evaluate	VERB
cet-15739	7	17	light	light	ADJ
cet-15739	7	18	pollution	pollution	NOUN
cet-15739	7	19	and	and	CCONJ
cet-15739	7	20	energy	energy	NOUN
cet-15739	7	21	waste	waste	NOUN
cet-15739	7	22	.	.	PUNCT
cet-15739	8	1	the	the	DET
cet-15739	8	2	paper	paper	NOUN
cet-15739	8	3	advocates	advocate	VERB
cet-15739	8	4	for	for	ADP
cet-15739	8	5	more	more	ADJ
cet-15739	8	6	data	data	NOUN
cet-15739	8	7	-	-	PUNCT
cet-15739	8	8	driven	drive	VERB
cet-15739	8	9	,	,	PUNCT
cet-15739	8	10	environmentally	environmentally	ADV
cet-15739	8	11	conscious	conscious	ADJ
cet-15739	8	12	,	,	PUNCT
cet-15739	8	13	and	and	CCONJ
cet-15739	8	14	socially	socially	ADV
cet-15739	8	15	equitable	equitable	ADJ
cet-15739	8	16	lighting	lighting	NOUN
cet-15739	8	17	policies	policy	NOUN
cet-15739	8	18	that	that	PRON
cet-15739	8	19	integrate	integrate	VERB
cet-15739	8	20	energy	energy	NOUN
cet-15739	8	21	efficiency	efficiency	NOUN
cet-15739	8	22	and	and	CCONJ
cet-15739	8	23	light	light	ADJ
cet-15739	8	24	pollution	pollution	NOUN
cet-15739	8	25	mitigation	mitigation	NOUN
cet-15739	8	26	into	into	ADP
cet-15739	8	27	local	local	ADJ
cet-15739	8	28	planning	planning	NOUN
cet-15739	8	29	frameworks	framework	NOUN
cet-15739	8	30	.	.	PUNCT
cet-15739	9	1	based	base	VERB
cet-15739	9	2	on	on	ADP
cet-15739	9	3	data	datum	NOUN
cet-15739	9	4	from	from	ADP
cet-15739	9	5	657	657	NUM
cet-15739	9	6	municipalities	municipality	NOUN
cet-15739	9	7	,	,	PUNCT
cet-15739	9	8	total	total	ADJ
cet-15739	9	9	public	public	ADJ
cet-15739	9	10	lighting	lighting	NOUN
cet-15739	9	11	consumption	consumption	NOUN
cet-15739	9	12	ranges	range	VERB
cet-15739	9	13	from	from	ADP
cet-15739	9	14	under	under	ADP
cet-15739	9	15	10	10	NUM
cet-15739	9	16	mwh	mwh	NOUN
cet-15739	9	17	in	in	ADP
cet-15739	9	18	small	small	ADJ
cet-15739	9	19	villages	village	NOUN
cet-15739	9	20	to	to	ADP
cet-15739	9	21	over	over	ADP
cet-15739	9	22	1,000	1,000	NUM
cet-15739	9	23	mwh	mwh	NOUN
cet-15739	9	24	in	in	ADP
cet-15739	9	25	large	large	ADJ
cet-15739	9	26	cities	city	NOUN
cet-15739	9	27	,	,	PUNCT
cet-15739	9	28	with	with	ADP
cet-15739	9	29	a	a	DET
cet-15739	9	30	regional	regional	ADJ
cet-15739	9	31	average	average	NOUN
cet-15739	9	32	of	of	ADP
cet-15739	9	33	51.3	51.3	NUM
cet-15739	9	34	mwh	mwh	NOUN
cet-15739	9	35	(	(	PUNCT
cet-15739	9	36	sd	sd	NOUN
cet-15739	9	37	:	:	PUNCT
cet-15739	9	38	338.3	338.3	NUM
cet-15739	9	39	mwh	mwh	PROPN
cet-15739	9	40	)	)	PUNCT
cet-15739	9	41	.	.	PUNCT
cet-15739	10	1	per	per	ADP
cet-15739	10	2	capita	capita	X
cet-15739	10	3	consumption	consumption	NOUN
cet-15739	10	4	varies	vary	VERB
cet-15739	10	5	between	between	ADP
cet-15739	10	6	0.002	0.002	NUM
cet-15739	10	7	and	and	CCONJ
cet-15739	10	8	0.02	0.02	NUM
cet-15739	10	9	mwh	mwh	PROPN
cet-15739	10	10	/	/	SYM
cet-15739	10	11	person	person	NOUN
cet-15739	10	12	,	,	PUNCT
cet-15739	10	13	with	with	ADP
cet-15739	10	14	technical	technical	ADJ
cet-15739	10	15	losses	loss	NOUN
cet-15739	10	16	up	up	ADP
cet-15739	10	17	to	to	ADP
cet-15739	10	18	17.9	17.9	NUM
cet-15739	10	19	kwh	kwh	NUM
cet-15739	10	20	/	/	SYM
cet-15739	10	21	person	person	NOUN
cet-15739	10	22	in	in	ADP
cet-15739	10	23	some	some	DET
cet-15739	10	24	rural	rural	ADJ
cet-15739	10	25	areas	area	NOUN
cet-15739	10	26	.	.	PUNCT
cet-15739	11	1	these	these	DET
cet-15739	11	2	results	result	NOUN
cet-15739	11	3	indicate	indicate	VERB
cet-15739	11	4	that	that	SCONJ
cet-15739	11	5	energy	energy	NOUN
cet-15739	11	6	inefficiency	inefficiency	NOUN
cet-15739	11	7	and	and	CCONJ
cet-15739	11	8	light	light	ADJ
cet-15739	11	9	pollution	pollution	NOUN
cet-15739	11	10	are	be	AUX
cet-15739	11	11	often	often	ADV
cet-15739	11	12	more	more	ADV
cet-15739	11	13	pronounced	pronounced	ADJ
cet-15739	11	14	in	in	ADP
cet-15739	11	15	small	small	ADJ
cet-15739	11	16	settlements	settlement	NOUN
cet-15739	11	17	,	,	PUNCT
cet-15739	11	18	highlighting	highlight	VERB
cet-15739	11	19	the	the	DET
cet-15739	11	20	need	need	NOUN
cet-15739	11	21	for	for	ADP
cet-15739	11	22	regionally	regionally	ADV
cet-15739	11	23	tailored	tailor	VERB
cet-15739	11	24	modernization	modernization	NOUN
cet-15739	11	25	strategies	strategy	NOUN
cet-15739	11	26	addressing	address	VERB
cet-15739	11	27	both	both	PRON
cet-15739	11	28	energy	energy	NOUN
cet-15739	11	29	use	use	NOUN
cet-15739	11	30	and	and	CCONJ
cet-15739	11	31	environmental	environmental	ADJ
cet-15739	11	32	impact	impact	NOUN
cet-15739	11	33	.	.	PUNCT
cet-15739	12	1	1	1	X
cet-15739	12	2	.	.	X
cet-15739	12	3	introduction	introduction	NOUN
cet-15739	12	4	public	public	ADJ
cet-15739	12	5	lighting	lighting	NOUN
cet-15739	12	6	constitutes	constitute	VERB
cet-15739	12	7	a	a	DET
cet-15739	12	8	vital	vital	ADJ
cet-15739	12	9	component	component	NOUN
cet-15739	12	10	of	of	ADP
cet-15739	12	11	urban	urban	ADJ
cet-15739	12	12	and	and	CCONJ
cet-15739	12	13	rural	rural	ADJ
cet-15739	12	14	infrastructure	infrastructure	NOUN
cet-15739	12	15	,	,	PUNCT
cet-15739	12	16	contributing	contribute	VERB
cet-15739	12	17	to	to	ADP
cet-15739	12	18	safety	safety	NOUN
cet-15739	12	19	,	,	PUNCT
cet-15739	12	20	mobility	mobility	NOUN
cet-15739	12	21	,	,	PUNCT
cet-15739	12	22	and	and	CCONJ
cet-15739	12	23	the	the	DET
cet-15739	12	24	perceived	perceive	VERB
cet-15739	12	25	quality	quality	NOUN
cet-15739	12	26	of	of	ADP
cet-15739	12	27	life	life	NOUN
cet-15739	12	28	(	(	PUNCT
cet-15739	12	29	castilla	castilla	PROPN
cet-15739	12	30	et	et	PROPN
cet-15739	12	31	al	al	PROPN
cet-15739	12	32	.	.	PROPN
cet-15739	12	33	,	,	PUNCT
cet-15739	12	34	2024	2024	NUM
cet-15739	12	35	)	)	PUNCT
cet-15739	12	36	.	.	PUNCT
cet-15739	13	1	however	however	ADV
cet-15739	13	2	,	,	PUNCT
cet-15739	13	3	it	it	PRON
cet-15739	13	4	also	also	ADV
cet-15739	13	5	represents	represent	VERB
cet-15739	13	6	a	a	DET
cet-15739	13	7	significant	significant	ADJ
cet-15739	13	8	source	source	NOUN
cet-15739	13	9	of	of	ADP
cet-15739	13	10	energy	energy	NOUN
cet-15739	13	11	consumption	consumption	NOUN
cet-15739	13	12	and	and	CCONJ
cet-15739	13	13	environmental	environmental	ADJ
cet-15739	13	14	disturbance	disturbance	NOUN
cet-15739	13	15	,	,	PUNCT
cet-15739	13	16	particularly	particularly	ADV
cet-15739	13	17	through	through	ADP
cet-15739	13	18	its	its	PRON
cet-15739	13	19	contribution	contribution	NOUN
cet-15739	13	20	to	to	ADP
cet-15739	13	21	light	light	ADJ
cet-15739	13	22	pollution	pollution	NOUN
cet-15739	13	23	(	(	PUNCT
cet-15739	13	24	ściężor	ściężor	NOUN
cet-15739	13	25	,	,	PUNCT
cet-15739	13	26	2021	2021	NUM
cet-15739	13	27	)	)	PUNCT
cet-15739	13	28	.	.	PUNCT
cet-15739	14	1	in	in	ADP
cet-15739	14	2	recent	recent	ADJ
cet-15739	14	3	decades	decade	NOUN
cet-15739	14	4	,	,	PUNCT
cet-15739	14	5	the	the	DET
cet-15739	14	6	proliferation	proliferation	NOUN
cet-15739	14	7	of	of	ADP
cet-15739	14	8	artificial	artificial	ADJ
cet-15739	14	9	lighting	lighting	NOUN
cet-15739	14	10	has	have	AUX
cet-15739	14	11	become	become	VERB
cet-15739	14	12	a	a	DET
cet-15739	14	13	pressing	press	VERB
cet-15739	14	14	ecological	ecological	ADJ
cet-15739	14	15	and	and	CCONJ
cet-15739	14	16	social	social	ADJ
cet-15739	14	17	concern	concern	NOUN
cet-15739	14	18	(	(	PUNCT
cet-15739	14	19	morgan	morgan	PROPN
cet-15739	14	20	-	-	PUNCT
cet-15739	14	21	taylor	taylor	PROPN
cet-15739	14	22	,	,	PUNCT
cet-15739	14	23	2023	2023	NUM
cet-15739	14	24	)	)	PUNCT
cet-15739	14	25	,	,	PUNCT
cet-15739	14	26	with	with	ADP
cet-15739	14	27	its	its	PRON
cet-15739	14	28	impacts	impact	NOUN
cet-15739	14	29	extending	extend	VERB
cet-15739	14	30	beyond	beyond	ADP
cet-15739	14	31	energy	energy	NOUN
cet-15739	14	32	inefficiency	inefficiency	NOUN
cet-15739	14	33	to	to	PART
cet-15739	14	34	include	include	VERB
cet-15739	14	35	disruptions	disruption	NOUN
cet-15739	14	36	to	to	ADP
cet-15739	14	37	circadian	circadian	ADJ
cet-15739	14	38	rhythms	rhythm	NOUN
cet-15739	14	39	,	,	PUNCT
cet-15739	14	40	biodiversity	biodiversity	NOUN
cet-15739	14	41	loss	loss	NOUN
cet-15739	14	42	,	,	PUNCT
cet-15739	14	43	and	and	CCONJ
cet-15739	14	44	inequitable	inequitable	ADJ
cet-15739	14	45	exposures	exposure	NOUN
cet-15739	14	46	among	among	ADP
cet-15739	14	47	populations	population	NOUN
cet-15739	14	48	(	(	PUNCT
cet-15739	14	49	zielinska	zielinska	NOUN
cet-15739	14	50	-	-	PUNCT
cet-15739	14	51	dabkowska	dabkowska	PROPN
cet-15739	14	52	et	et	PROPN
cet-15739	14	53	al	al	PROPN
cet-15739	14	54	.	.	PROPN
cet-15739	14	55	,	,	PUNCT
cet-15739	14	56	2023	2023	NUM
cet-15739	14	57	)	)	PUNCT
cet-15739	14	58	.	.	PUNCT
cet-15739	15	1	despite	despite	SCONJ
cet-15739	15	2	growing	grow	VERB
cet-15739	15	3	awareness	awareness	NOUN
cet-15739	15	4	(	(	PUNCT
cet-15739	15	5	nadybal	nadybal	PROPN
cet-15739	15	6	et	et	PROPN
cet-15739	15	7	al	al	PROPN
cet-15739	15	8	.	.	PROPN
cet-15739	15	9	,	,	PUNCT
cet-15739	15	10	2020	2020	NUM
cet-15739	15	11	)	)	PUNCT
cet-15739	15	12	,	,	PUNCT
cet-15739	15	13	the	the	DET
cet-15739	15	14	spatial	spatial	ADJ
cet-15739	15	15	and	and	CCONJ
cet-15739	15	16	social	social	ADJ
cet-15739	15	17	disparities	disparity	NOUN
cet-15739	15	18	in	in	ADP
cet-15739	15	19	public	public	ADJ
cet-15739	15	20	lighting	lighting	NOUN
cet-15739	15	21	practices	practice	NOUN
cet-15739	15	22	remain	remain	VERB
cet-15739	15	23	underexplored	underexplored	ADJ
cet-15739	15	24	,	,	PUNCT
cet-15739	15	25	particularly	particularly	ADV
cet-15739	15	26	in	in	ADP
cet-15739	15	27	central	central	ADJ
cet-15739	15	28	and	and	CCONJ
cet-15739	15	29	eastern	eastern	ADJ
cet-15739	15	30	european	european	ADJ
cet-15739	15	31	contexts	context	NOUN
cet-15739	15	32	,	,	PUNCT
cet-15739	15	33	where	where	SCONJ
cet-15739	15	34	infrastructural	infrastructural	ADJ
cet-15739	15	35	legacies	legacy	NOUN
cet-15739	15	36	and	and	CCONJ
cet-15739	15	37	uneven	uneven	ADJ
cet-15739	15	38	development	development	NOUN
cet-15739	15	39	patterns	pattern	NOUN
cet-15739	15	40	continue	continue	VERB
cet-15739	15	41	to	to	PART
cet-15739	15	42	shape	shape	VERB
cet-15739	15	43	municipal	municipal	ADJ
cet-15739	15	44	energy	energy	NOUN
cet-15739	15	45	use	use	NOUN
cet-15739	15	46	(	(	PUNCT
cet-15739	15	47	köteles	kötele	NOUN
cet-15739	15	48	and	and	CCONJ
cet-15739	15	49	torma	torma	NOUN
cet-15739	15	50	,	,	PUNCT
cet-15739	15	51	2024	2024	NUM
cet-15739	15	52	)	)	PUNCT
cet-15739	15	53	.	.	PUNCT
cet-15739	16	1	light	light	ADJ
cet-15739	16	2	pollution	pollution	NOUN
cet-15739	16	3	remains	remain	VERB
cet-15739	16	4	a	a	DET
cet-15739	16	5	largely	largely	ADV
cet-15739	16	6	overlooked	overlook	VERB
cet-15739	16	7	issue	issue	NOUN
cet-15739	16	8	within	within	ADP
cet-15739	16	9	the	the	DET
cet-15739	16	10	urban	urban	ADJ
cet-15739	16	11	and	and	CCONJ
cet-15739	16	12	community	community	NOUN
cet-15739	16	13	-	-	PUNCT
cet-15739	16	14	related	relate	VERB
cet-15739	16	15	dimensions	dimension	NOUN
cet-15739	16	16	of	of	ADP
cet-15739	16	17	the	the	DET
cet-15739	16	18	sustainable	sustainable	ADJ
cet-15739	16	19	development	development	NOUN
cet-15739	16	20	goals	goal	NOUN
cet-15739	16	21	(	(	PUNCT
cet-15739	16	22	sdgs	sdgs	ADJ
cet-15739	16	23	)	)	PUNCT
cet-15739	16	24	,	,	PUNCT
cet-15739	16	25	despite	despite	SCONJ
cet-15739	16	26	its	its	PRON
cet-15739	16	27	growing	grow	VERB
cet-15739	16	28	relevance	relevance	NOUN
cet-15739	16	29	alongside	alongside	ADP
cet-15739	16	30	other	other	ADJ
cet-15739	16	31	critical	critical	ADJ
cet-15739	16	32	concerns	concern	NOUN
cet-15739	16	33	related	relate	VERB
cet-15739	16	34	to	to	ADP
cet-15739	16	35	environmental	environmental	ADJ
cet-15739	16	36	health	health	NOUN
cet-15739	16	37	,	,	PUNCT
cet-15739	16	38	public	public	ADJ
cet-15739	16	39	safety	safety	NOUN
cet-15739	16	40	,	,	PUNCT
cet-15739	16	41	and	and	CCONJ
cet-15739	16	42	quality	quality	NOUN
cet-15739	16	43	of	of	ADP
cet-15739	16	44	life	life	NOUN
cet-15739	16	45	(	(	PUNCT
cet-15739	16	46	macher	macher	PROPN
cet-15739	16	47	et	et	PROPN
cet-15739	16	48	al	al	PROPN
cet-15739	16	49	.	.	PROPN
cet-15739	16	50	,	,	PUNCT
cet-15739	16	51	2023b	2023b	NUM
cet-15739	16	52	)	)	PUNCT
cet-15739	16	53	.	.	PUNCT
cet-15739	17	1	studies	study	NOUN
cet-15739	17	2	have	have	AUX
cet-15739	17	3	increasingly	increasingly	ADV
cet-15739	17	4	pointed	point	VERB
cet-15739	17	5	to	to	ADP
cet-15739	17	6	the	the	DET
cet-15739	17	7	uneven	uneven	ADJ
cet-15739	17	8	distribution	distribution	NOUN
cet-15739	17	9	of	of	ADP
cet-15739	17	10	artificial	artificial	ADJ
cet-15739	17	11	lighting	lighting	NOUN
cet-15739	17	12	as	as	ADP
cet-15739	17	13	a	a	DET
cet-15739	17	14	manifestation	manifestation	NOUN
cet-15739	17	15	of	of	ADP
cet-15739	17	16	broader	broad	ADJ
cet-15739	17	17	spatial	spatial	ADJ
cet-15739	17	18	injustices	injustice	NOUN
cet-15739	17	19	(	(	PUNCT
cet-15739	17	20	zissis	zissis	NOUN
cet-15739	17	21	,	,	PUNCT
cet-15739	17	22	2020	2020	NUM
cet-15739	17	23	)	)	PUNCT
cet-15739	17	24	.	.	PUNCT
cet-15739	18	1	urban	urban	ADJ
cet-15739	18	2	cores	core	NOUN
cet-15739	18	3	tend	tend	VERB
cet-15739	18	4	to	to	PART
cet-15739	18	5	concentrate	concentrate	VERB
cet-15739	18	6	technologically	technologically	ADV
cet-15739	18	7	advanced	advanced	ADJ
cet-15739	18	8	lighting	lighting	NOUN
cet-15739	18	9	systems	system	NOUN
cet-15739	18	10	,	,	PUNCT
cet-15739	18	11	often	often	ADV
cet-15739	18	12	benefiting	benefit	VERB
cet-15739	18	13	from	from	ADP
cet-15739	18	14	smart	smart	ADJ
cet-15739	18	15	infrastructure	infrastructure	NOUN
cet-15739	18	16	investments	investment	NOUN
cet-15739	18	17	and	and	CCONJ
cet-15739	18	18	policy	policy	NOUN
cet-15739	18	19	attention	attention	NOUN
cet-15739	18	20	,	,	PUNCT
cet-15739	18	21	while	while	SCONJ
cet-15739	18	22	peripheral	peripheral	ADJ
cet-15739	18	23	and	and	CCONJ
cet-15739	18	24	rural	rural	ADJ
cet-15739	18	25	areas	area	NOUN
cet-15739	18	26	may	may	AUX
cet-15739	18	27	rely	rely	VERB
cet-15739	18	28	on	on	ADP
cet-15739	18	29	outdated	outdated	ADJ
cet-15739	18	30	or	or	CCONJ
cet-15739	18	31	inefficient	inefficient	ADJ
cet-15739	18	32	technologies	technology	NOUN
cet-15739	18	33	(	(	PUNCT
cet-15739	18	34	wei	wei	PROPN
cet-15739	18	35	et	et	PROPN
cet-15739	18	36	al	al	PROPN
cet-15739	18	37	.	.	PROPN
cet-15739	18	38	,	,	PUNCT
cet-15739	18	39	2024	2024	NUM
cet-15739	18	40	)	)	PUNCT
cet-15739	18	41	.	.	PUNCT
cet-15739	19	1	these	these	DET
cet-15739	19	2	disparities	disparity	NOUN
cet-15739	19	3	not	not	PART
cet-15739	19	4	only	only	ADV
cet-15739	19	5	reflect	reflect	VERB
cet-15739	19	6	economic	economic	ADJ
cet-15739	19	7	and	and	CCONJ
cet-15739	19	8	administrative	administrative	ADJ
cet-15739	19	9	capacity	capacity	NOUN
cet-15739	19	10	,	,	PUNCT
cet-15739	19	11	but	but	CCONJ
cet-15739	19	12	also	also	ADV
cet-15739	19	13	raise	raise	VERB
cet-15739	19	14	normative	normative	ADJ
cet-15739	19	15	concerns	concern	NOUN
cet-15739	19	16	about	about	ADP
cet-15739	19	17	environmental	environmental	ADJ
cet-15739	19	18	justice	justice	NOUN
cet-15739	19	19	,	,	PUNCT
cet-15739	19	20	as	as	SCONJ
cet-15739	19	21	communities	community	NOUN
cet-15739	19	22	with	with	ADP
cet-15739	19	23	limited	limited	ADJ
cet-15739	19	24	resources	resource	NOUN
cet-15739	19	25	may	may	AUX
cet-15739	19	26	suffer	suffer	VERB
cet-15739	19	27	both	both	PRON
cet-15739	19	28	from	from	ADP
cet-15739	19	29	under	under	NOUN
cet-15739	19	30	-	-	PUNCT
cet-15739	19	31	illumination	illumination	NOUN
cet-15739	19	32	,	,	PUNCT
cet-15739	19	33	affecting	affect	VERB
cet-15739	19	34	safety	safety	NOUN
cet-15739	19	35	and	and	CCONJ
cet-15739	19	36	accessibility	accessibility	NOUN
cet-15739	19	37	,	,	PUNCT
cet-15739	19	38	and	and	CCONJ
cet-15739	19	39	from	from	ADP
cet-15739	19	40	overillumination	overillumination	NOUN
cet-15739	19	41	,	,	PUNCT
cet-15739	19	42	resulting	result	VERB
cet-15739	19	43	in	in	ADP
cet-15739	19	44	excessive	excessive	ADJ
cet-15739	19	45	energy	energy	NOUN
cet-15739	19	46	use	use	NOUN
cet-15739	19	47	and	and	CCONJ
cet-15739	19	48	light	light	ADJ
cet-15739	19	49	trespass	trespass	NOUN
cet-15739	19	50	(	(	PUNCT
cet-15739	19	51	tavares	tavare	NOUN
cet-15739	19	52	et	et	PROPN
cet-15739	19	53	al	al	PROPN
cet-15739	19	54	.	.	PROPN
cet-15739	19	55	,	,	PUNCT
cet-15739	19	56	2021	2021	NUM
cet-15739	19	57	)	)	PUNCT
cet-15739	19	58	.	.	PUNCT
cet-15739	20	1	67	67	NUM
cet-15739	20	2	light	light	ADJ
cet-15739	20	3	pollution	pollution	NOUN
cet-15739	20	4	is	be	AUX
cet-15739	20	5	increasingly	increasingly	ADV
cet-15739	20	6	recognized	recognize	VERB
cet-15739	20	7	as	as	ADP
cet-15739	20	8	a	a	DET
cet-15739	20	9	systemic	systemic	ADJ
cet-15739	20	10	issue	issue	NOUN
cet-15739	20	11	with	with	ADP
cet-15739	20	12	far	far	ADV
cet-15739	20	13	-	-	PUNCT
cet-15739	20	14	reaching	reach	VERB
cet-15739	20	15	ecological	ecological	ADJ
cet-15739	20	16	consequences	consequence	NOUN
cet-15739	20	17	(	(	PUNCT
cet-15739	20	18	jägerbrand	jägerbrand	NOUN
cet-15739	20	19	,	,	PUNCT
cet-15739	20	20	2020	2020	NUM
cet-15739	20	21	)	)	PUNCT
cet-15739	20	22	.	.	PUNCT
cet-15739	21	1	overexposure	overexposure	NOUN
cet-15739	21	2	to	to	ADP
cet-15739	21	3	artificial	artificial	ADJ
cet-15739	21	4	light	light	NOUN
cet-15739	21	5	at	at	ADP
cet-15739	21	6	night	night	NOUN
cet-15739	21	7	disrupts	disrupt	VERB
cet-15739	21	8	nocturnal	nocturnal	ADJ
cet-15739	21	9	habitats	habitat	NOUN
cet-15739	21	10	,	,	PUNCT
cet-15739	21	11	affects	affect	VERB
cet-15739	21	12	reproductive	reproductive	ADJ
cet-15739	21	13	cycles	cycle	NOUN
cet-15739	21	14	of	of	ADP
cet-15739	21	15	various	various	ADJ
cet-15739	21	16	species	specie	NOUN
cet-15739	21	17	,	,	PUNCT
cet-15739	21	18	and	and	CCONJ
cet-15739	21	19	alters	alter	VERB
cet-15739	21	20	predator	predator	NOUN
cet-15739	21	21	-	-	PUNCT
cet-15739	21	22	prey	prey	NOUN
cet-15739	21	23	dynamics	dynamic	NOUN
cet-15739	21	24	(	(	PUNCT
cet-15739	21	25	russart	russart	NOUN
cet-15739	21	26	and	and	CCONJ
cet-15739	21	27	nelson	nelson	PROPN
cet-15739	21	28	,	,	PUNCT
cet-15739	21	29	2018	2018	NUM
cet-15739	21	30	)	)	PUNCT
cet-15739	21	31	.	.	PUNCT
cet-15739	22	1	in	in	ADP
cet-15739	22	2	human	human	ADJ
cet-15739	22	3	contexts	contexts	NOUN
cet-15739	22	4	,	,	PUNCT
cet-15739	22	5	the	the	DET
cet-15739	22	6	unequal	unequal	ADJ
cet-15739	22	7	spatial	spatial	ADJ
cet-15739	22	8	distribution	distribution	NOUN
cet-15739	22	9	of	of	ADP
cet-15739	22	10	artificial	artificial	ADJ
cet-15739	22	11	light	light	NOUN
cet-15739	22	12	at	at	ADP
cet-15739	22	13	night	night	NOUN
cet-15739	22	14	correlates	correlate	VERB
cet-15739	22	15	with	with	ADP
cet-15739	22	16	patterns	pattern	NOUN
cet-15739	22	17	of	of	ADP
cet-15739	22	18	socioeconomic	socioeconomic	ADJ
cet-15739	22	19	status	status	NOUN
cet-15739	22	20	,	,	PUNCT
cet-15739	22	21	urban	urban	ADJ
cet-15739	22	22	form	form	NOUN
cet-15739	22	23	,	,	PUNCT
cet-15739	22	24	and	and	CCONJ
cet-15739	22	25	infrastructure	infrastructure	NOUN
cet-15739	22	26	density	density	NOUN
cet-15739	22	27	,	,	PUNCT
cet-15739	22	28	yet	yet	CCONJ
cet-15739	22	29	few	few	ADJ
cet-15739	22	30	studies	study	NOUN
cet-15739	22	31	have	have	AUX
cet-15739	22	32	attempted	attempt	VERB
cet-15739	22	33	to	to	PART
cet-15739	22	34	quantitatively	quantitatively	ADV
cet-15739	22	35	link	link	VERB
cet-15739	22	36	municipal	municipal	ADJ
cet-15739	22	37	-	-	PUNCT
cet-15739	22	38	level	level	NOUN
cet-15739	22	39	electricity	electricity	NOUN
cet-15739	22	40	use	use	NOUN
cet-15739	22	41	with	with	ADP
cet-15739	22	42	demographic	demographic	ADJ
cet-15739	22	43	or	or	CCONJ
cet-15739	22	44	land	land	NOUN
cet-15739	22	45	-	-	PUNCT
cet-15739	22	46	use	use	NOUN
cet-15739	22	47	indicators	indicator	NOUN
cet-15739	22	48	(	(	PUNCT
cet-15739	22	49	tong	tong	PROPN
cet-15739	22	50	et	et	PROPN
cet-15739	22	51	al	al	PROPN
cet-15739	22	52	.	.	PROPN
cet-15739	22	53	,	,	PUNCT
cet-15739	22	54	2021	2021	NUM
cet-15739	22	55	)	)	PUNCT
cet-15739	22	56	.	.	PUNCT
cet-15739	23	1	particularly	particularly	ADV
cet-15739	23	2	in	in	ADP
cet-15739	23	3	post	post	ADJ
cet-15739	23	4	-	-	ADJ
cet-15739	23	5	socialist	socialist	ADJ
cet-15739	23	6	countries	country	NOUN
cet-15739	23	7	such	such	ADJ
cet-15739	23	8	as	as	ADP
cet-15739	23	9	hungary	hungary	PROPN
cet-15739	23	10	,	,	PUNCT
cet-15739	23	11	where	where	SCONJ
cet-15739	23	12	historical	historical	ADJ
cet-15739	23	13	infrastructure	infrastructure	NOUN
cet-15739	23	14	investments	investment	NOUN
cet-15739	23	15	were	be	AUX
cet-15739	23	16	shaped	shape	VERB
cet-15739	23	17	by	by	ADP
cet-15739	23	18	central	central	ADJ
cet-15739	23	19	planning	planning	NOUN
cet-15739	23	20	and	and	CCONJ
cet-15739	23	21	later	later	ADV
cet-15739	23	22	unevenly	unevenly	ADV
cet-15739	23	23	transformed	transform	VERB
cet-15739	23	24	through	through	ADP
cet-15739	23	25	market	market	NOUN
cet-15739	23	26	liberalization	liberalization	NOUN
cet-15739	23	27	,	,	PUNCT
cet-15739	23	28	light	light	ADJ
cet-15739	23	29	pollution	pollution	NOUN
cet-15739	23	30	may	may	AUX
cet-15739	23	31	take	take	VERB
cet-15739	23	32	on	on	ADP
cet-15739	23	33	unique	unique	ADJ
cet-15739	23	34	forms	form	NOUN
cet-15739	23	35	that	that	PRON
cet-15739	23	36	reflect	reflect	VERB
cet-15739	23	37	both	both	DET
cet-15739	23	38	legacy	legacy	NOUN
cet-15739	23	39	systems	system	NOUN
cet-15739	23	40	and	and	CCONJ
cet-15739	23	41	contemporary	contemporary	ADJ
cet-15739	23	42	urban	urban	ADJ
cet-15739	23	43	-	-	PUNCT
cet-15739	23	44	rural	rural	ADJ
cet-15739	23	45	divides	divide	NOUN
cet-15739	23	46	(	(	PUNCT
cet-15739	23	47	kolláth	kolláth	ADV
cet-15739	23	48	et	et	NOUN
cet-15739	23	49	al	al	PROPN
cet-15739	23	50	.	.	PROPN
cet-15739	23	51	,	,	PUNCT
cet-15739	23	52	2016	2016	NUM
cet-15739	23	53	)	)	PUNCT
cet-15739	23	54	.	.	PUNCT
cet-15739	24	1	therefore	therefore	ADV
cet-15739	24	2	,	,	PUNCT
cet-15739	24	3	a	a	DET
cet-15739	24	4	closer	close	ADJ
cet-15739	24	5	examination	examination	NOUN
cet-15739	24	6	of	of	ADP
cet-15739	24	7	public	public	ADJ
cet-15739	24	8	lighting	lighting	NOUN
cet-15739	24	9	energy	energy	NOUN
cet-15739	24	10	consumption	consumption	NOUN
cet-15739	24	11	through	through	ADP
cet-15739	24	12	the	the	DET
cet-15739	24	13	lens	lens	NOUN
cet-15739	24	14	of	of	ADP
cet-15739	24	15	spatial	spatial	ADJ
cet-15739	24	16	equity	equity	NOUN
cet-15739	24	17	and	and	CCONJ
cet-15739	24	18	infrastructural	infrastructural	ADJ
cet-15739	24	19	geography	geography	NOUN
cet-15739	24	20	is	be	AUX
cet-15739	24	21	essential	essential	ADJ
cet-15739	24	22	.	.	PUNCT
cet-15739	25	1	beyond	beyond	ADP
cet-15739	25	2	environmental	environmental	ADJ
cet-15739	25	3	impacts	impact	NOUN
cet-15739	25	4	,	,	PUNCT
cet-15739	25	5	lighting	lighting	NOUN
cet-15739	25	6	infrastructure	infrastructure	NOUN
cet-15739	25	7	can	can	AUX
cet-15739	25	8	be	be	AUX
cet-15739	25	9	seen	see	VERB
cet-15739	25	10	as	as	ADP
cet-15739	25	11	a	a	DET
cet-15739	25	12	proxy	proxy	NOUN
cet-15739	25	13	for	for	ADP
cet-15739	25	14	broader	broad	ADJ
cet-15739	25	15	issues	issue	NOUN
cet-15739	25	16	of	of	ADP
cet-15739	25	17	territorial	territorial	ADJ
cet-15739	25	18	governance	governance	NOUN
cet-15739	25	19	,	,	PUNCT
cet-15739	25	20	administrative	administrative	ADJ
cet-15739	25	21	autonomy	autonomy	NOUN
cet-15739	25	22	,	,	PUNCT
cet-15739	25	23	and	and	CCONJ
cet-15739	25	24	access	access	NOUN
cet-15739	25	25	to	to	ADP
cet-15739	25	26	technological	technological	ADJ
cet-15739	25	27	modernization	modernization	NOUN
cet-15739	25	28	(	(	PUNCT
cet-15739	25	29	nadybal	nadybal	PROPN
cet-15739	25	30	et	et	PROPN
cet-15739	25	31	al	al	PROPN
cet-15739	25	32	.	.	PROPN
cet-15739	25	33	,	,	PUNCT
cet-15739	25	34	2020	2020	NUM
cet-15739	25	35	)	)	PUNCT
cet-15739	25	36	.	.	PUNCT
cet-15739	26	1	by	by	ADP
cet-15739	26	2	disaggregating	disaggregate	VERB
cet-15739	26	3	consumption	consumption	NOUN
cet-15739	26	4	patterns	pattern	NOUN
cet-15739	26	5	across	across	ADP
cet-15739	26	6	different	different	ADJ
cet-15739	26	7	settlement	settlement	NOUN
cet-15739	26	8	types	type	NOUN
cet-15739	26	9	and	and	CCONJ
cet-15739	26	10	relating	relate	VERB
cet-15739	26	11	them	they	PRON
cet-15739	26	12	to	to	PART
cet-15739	26	13	socio	socio	VERB
cet-15739	26	14	-	-	PUNCT
cet-15739	26	15	economic	economic	ADJ
cet-15739	26	16	variables	variable	NOUN
cet-15739	26	17	,	,	PUNCT
cet-15739	26	18	this	this	DET
cet-15739	26	19	paper	paper	NOUN
cet-15739	26	20	seeks	seek	VERB
cet-15739	26	21	to	to	PART
cet-15739	26	22	contribute	contribute	VERB
cet-15739	26	23	to	to	ADP
cet-15739	26	24	a	a	DET
cet-15739	26	25	more	more	ADV
cet-15739	26	26	nuanced	nuanced	ADJ
cet-15739	26	27	understanding	understanding	NOUN
cet-15739	26	28	of	of	ADP
cet-15739	26	29	how	how	SCONJ
cet-15739	26	30	light	light	ADJ
cet-15739	26	31	pollution	pollution	NOUN
cet-15739	26	32	is	be	AUX
cet-15739	26	33	produced	produce	VERB
cet-15739	26	34	,	,	PUNCT
cet-15739	26	35	distributed	distribute	VERB
cet-15739	26	36	,	,	PUNCT
cet-15739	26	37	and	and	CCONJ
cet-15739	26	38	potentially	potentially	ADV
cet-15739	26	39	mitigated	mitigate	VERB
cet-15739	26	40	within	within	ADP
cet-15739	26	41	national	national	ADJ
cet-15739	26	42	and	and	CCONJ
cet-15739	26	43	regional	regional	ADJ
cet-15739	26	44	systems	system	NOUN
cet-15739	26	45	.	.	PUNCT
cet-15739	27	1	this	this	DET
cet-15739	27	2	paper	paper	NOUN
cet-15739	27	3	investigates	investigate	VERB
cet-15739	27	4	the	the	DET
cet-15739	27	5	heterogeneity	heterogeneity	NOUN
cet-15739	27	6	of	of	ADP
cet-15739	27	7	public	public	ADJ
cet-15739	27	8	lighting	lighting	NOUN
cet-15739	27	9	energy	energy	NOUN
cet-15739	27	10	consumption	consumption	NOUN
cet-15739	27	11	across	across	ADP
cet-15739	27	12	hungarian	hungarian	ADJ
cet-15739	27	13	municipalities	municipality	NOUN
cet-15739	27	14	,	,	PUNCT
cet-15739	27	15	with	with	ADP
cet-15739	27	16	a	a	DET
cet-15739	27	17	specific	specific	ADJ
cet-15739	27	18	emphasis	emphasis	NOUN
cet-15739	27	19	on	on	ADP
cet-15739	27	20	the	the	DET
cet-15739	27	21	urban	urban	ADJ
cet-15739	27	22	–	–	PUNCT
cet-15739	27	23	rural	rural	ADJ
cet-15739	27	24	divide	divide	NOUN
cet-15739	27	25	(	(	PUNCT
cet-15739	27	26	cox	cox	PROPN
cet-15739	27	27	et	et	PROPN
cet-15739	27	28	al	al	PROPN
cet-15739	27	29	.	.	PROPN
cet-15739	27	30	,	,	PUNCT
cet-15739	27	31	2022	2022	NUM
cet-15739	27	32	)	)	PUNCT
cet-15739	27	33	.	.	PUNCT
cet-15739	28	1	while	while	SCONJ
cet-15739	28	2	urban	urban	ADJ
cet-15739	28	3	centers	center	NOUN
cet-15739	28	4	are	be	AUX
cet-15739	28	5	often	often	ADV
cet-15739	28	6	presumed	presume	VERB
cet-15739	28	7	to	to	PART
cet-15739	28	8	be	be	AUX
cet-15739	28	9	the	the	DET
cet-15739	28	10	primary	primary	ADJ
cet-15739	28	11	contributors	contributor	NOUN
cet-15739	28	12	to	to	PART
cet-15739	28	13	light	light	VERB
cet-15739	28	14	pollution	pollution	NOUN
cet-15739	28	15	due	due	ADP
cet-15739	28	16	to	to	ADP
cet-15739	28	17	higher	high	ADJ
cet-15739	28	18	population	population	NOUN
cet-15739	28	19	densities	density	NOUN
cet-15739	28	20	and	and	CCONJ
cet-15739	28	21	more	more	ADV
cet-15739	28	22	intensive	intensive	ADJ
cet-15739	28	23	land	land	NOUN
cet-15739	28	24	use	use	NOUN
cet-15739	28	25	,	,	PUNCT
cet-15739	28	26	emerging	emerge	VERB
cet-15739	28	27	evidence	evidence	NOUN
cet-15739	28	28	suggests	suggest	VERB
cet-15739	28	29	that	that	SCONJ
cet-15739	28	30	rural	rural	ADJ
cet-15739	28	31	areas	area	NOUN
cet-15739	28	32	may	may	AUX
cet-15739	28	33	also	also	ADV
cet-15739	28	34	display	display	VERB
cet-15739	28	35	disproportionately	disproportionately	ADV
cet-15739	28	36	high	high	ADJ
cet-15739	28	37	levels	level	NOUN
cet-15739	28	38	of	of	ADP
cet-15739	28	39	artificial	artificial	ADJ
cet-15739	28	40	light	light	NOUN
cet-15739	28	41	,	,	PUNCT
cet-15739	28	42	albeit	albeit	SCONJ
cet-15739	28	43	for	for	ADP
cet-15739	28	44	different	different	ADJ
cet-15739	28	45	infrastructural	infrastructural	ADJ
cet-15739	28	46	or	or	CCONJ
cet-15739	28	47	administrative	administrative	ADJ
cet-15739	28	48	reasons	reason	NOUN
cet-15739	28	49	(	(	PUNCT
cet-15739	28	50	cox	cox	X
cet-15739	28	51	et	et	PROPN
cet-15739	28	52	al	al	PROPN
cet-15739	28	53	.	.	PROPN
cet-15739	28	54	,	,	PUNCT
cet-15739	28	55	2020	2020	NUM
cet-15739	28	56	)	)	PUNCT
cet-15739	28	57	.	.	PUNCT
cet-15739	29	1	addressing	address	VERB
cet-15739	29	2	these	these	DET
cet-15739	29	3	patterns	pattern	NOUN
cet-15739	29	4	is	be	AUX
cet-15739	29	5	critical	critical	ADJ
cet-15739	29	6	for	for	ADP
cet-15739	29	7	understanding	understand	VERB
cet-15739	29	8	the	the	DET
cet-15739	29	9	underlying	underlie	VERB
cet-15739	29	10	drivers	driver	NOUN
cet-15739	29	11	of	of	ADP
cet-15739	29	12	light	light	ADJ
cet-15739	29	13	pollution	pollution	NOUN
cet-15739	29	14	and	and	CCONJ
cet-15739	29	15	for	for	ADP
cet-15739	29	16	designing	design	VERB
cet-15739	29	17	equitable	equitable	ADJ
cet-15739	29	18	and	and	CCONJ
cet-15739	29	19	efficient	efficient	ADJ
cet-15739	29	20	lighting	lighting	NOUN
cet-15739	29	21	policies	policy	NOUN
cet-15739	29	22	.	.	PUNCT
cet-15739	30	1	the	the	DET
cet-15739	30	2	novelty	novelty	NOUN
cet-15739	30	3	of	of	ADP
cet-15739	30	4	this	this	DET
cet-15739	30	5	research	research	NOUN
cet-15739	30	6	lies	lie	VERB
cet-15739	30	7	in	in	ADP
cet-15739	30	8	its	its	PRON
cet-15739	30	9	methodological	methodological	ADJ
cet-15739	30	10	approach	approach	NOUN
cet-15739	30	11	.	.	PUNCT
cet-15739	31	1	rather	rather	ADV
cet-15739	31	2	than	than	ADP
cet-15739	31	3	relying	rely	VERB
cet-15739	31	4	on	on	ADP
cet-15739	31	5	remote	remote	ADJ
cet-15739	31	6	sensing	sense	VERB
cet-15739	31	7	data	datum	NOUN
cet-15739	31	8	,	,	PUNCT
cet-15739	31	9	which	which	PRON
cet-15739	31	10	,	,	PUNCT
cet-15739	31	11	although	although	SCONJ
cet-15739	31	12	widely	widely	ADV
cet-15739	31	13	used	use	VERB
cet-15739	31	14	in	in	ADP
cet-15739	31	15	light	light	ADJ
cet-15739	31	16	pollution	pollution	NOUN
cet-15739	31	17	studies	study	NOUN
cet-15739	31	18	,	,	PUNCT
cet-15739	31	19	is	be	AUX
cet-15739	31	20	often	often	ADV
cet-15739	31	21	constrained	constrain	VERB
cet-15739	31	22	by	by	ADP
cet-15739	31	23	resolution	resolution	NOUN
cet-15739	31	24	and	and	CCONJ
cet-15739	31	25	cloud	cloud	NOUN
cet-15739	31	26	cover	cover	NOUN
cet-15739	31	27	limitations	limitation	NOUN
cet-15739	31	28	,	,	PUNCT
cet-15739	31	29	this	this	DET
cet-15739	31	30	paper	paper	NOUN
cet-15739	31	31	employs	employ	VERB
cet-15739	31	32	municipal	municipal	ADJ
cet-15739	31	33	-	-	PUNCT
cet-15739	31	34	level	level	NOUN
cet-15739	31	35	electricity	electricity	NOUN
cet-15739	31	36	consumption	consumption	NOUN
cet-15739	31	37	data	datum	NOUN
cet-15739	31	38	specific	specific	ADJ
cet-15739	31	39	to	to	ADP
cet-15739	31	40	public	public	ADJ
cet-15739	31	41	lighting	lighting	NOUN
cet-15739	31	42	.	.	PUNCT
cet-15739	32	1	this	this	DET
cet-15739	32	2	dataset	dataset	NOUN
cet-15739	32	3	enables	enable	VERB
cet-15739	32	4	a	a	DET
cet-15739	32	5	more	more	ADV
cet-15739	32	6	grounded	grounded	ADJ
cet-15739	32	7	and	and	CCONJ
cet-15739	32	8	granular	granular	ADJ
cet-15739	32	9	analysis	analysis	NOUN
cet-15739	32	10	of	of	ADP
cet-15739	32	11	lighting	lighting	NOUN
cet-15739	32	12	-	-	PUNCT
cet-15739	32	13	related	relate	VERB
cet-15739	32	14	energy	energy	NOUN
cet-15739	32	15	use	use	NOUN
cet-15739	32	16	,	,	PUNCT
cet-15739	32	17	situated	situate	VERB
cet-15739	32	18	within	within	ADP
cet-15739	32	19	the	the	DET
cet-15739	32	20	sociodemographic	sociodemographic	ADJ
cet-15739	32	21	and	and	CCONJ
cet-15739	32	22	infrastructural	infrastructural	ADJ
cet-15739	32	23	characteristics	characteristic	NOUN
cet-15739	32	24	of	of	ADP
cet-15739	32	25	each	each	DET
cet-15739	32	26	locality	locality	NOUN
cet-15739	32	27	.	.	PUNCT
cet-15739	33	1	by	by	ADP
cet-15739	33	2	foregrounding	foreground	VERB
cet-15739	33	3	public	public	ADJ
cet-15739	33	4	lighting	lighting	NOUN
cet-15739	33	5	as	as	ADP
cet-15739	33	6	a	a	DET
cet-15739	33	7	nexus	nexus	NOUN
cet-15739	33	8	of	of	ADP
cet-15739	33	9	energy	energy	NOUN
cet-15739	33	10	justice	justice	NOUN
cet-15739	33	11	,	,	PUNCT
cet-15739	33	12	spatial	spatial	ADJ
cet-15739	33	13	planning	planning	NOUN
cet-15739	33	14	,	,	PUNCT
cet-15739	33	15	and	and	CCONJ
cet-15739	33	16	environmental	environmental	ADJ
cet-15739	33	17	governance	governance	NOUN
cet-15739	33	18	,	,	PUNCT
cet-15739	33	19	this	this	DET
cet-15739	33	20	paper	paper	NOUN
cet-15739	33	21	contributes	contribute	VERB
cet-15739	33	22	to	to	ADP
cet-15739	33	23	a	a	DET
cet-15739	33	24	growing	grow	VERB
cet-15739	33	25	interdisciplinary	interdisciplinary	ADJ
cet-15739	33	26	discourse	discourse	NOUN
cet-15739	33	27	on	on	ADP
cet-15739	33	28	sustainable	sustainable	ADJ
cet-15739	33	29	infrastructure	infrastructure	NOUN
cet-15739	33	30	.	.	PUNCT
cet-15739	34	1	in	in	ADP
cet-15739	34	2	doing	do	VERB
cet-15739	34	3	so	so	ADV
cet-15739	34	4	,	,	PUNCT
cet-15739	34	5	the	the	DET
cet-15739	34	6	research	research	NOUN
cet-15739	34	7	seeks	seek	VERB
cet-15739	34	8	to	to	PART
cet-15739	34	9	inform	inform	VERB
cet-15739	34	10	policy	policy	NOUN
cet-15739	34	11	interventions	intervention	NOUN
cet-15739	34	12	aimed	aim	VERB
cet-15739	34	13	at	at	ADP
cet-15739	34	14	balancing	balance	VERB
cet-15739	34	15	visibility	visibility	NOUN
cet-15739	34	16	,	,	PUNCT
cet-15739	34	17	safety	safety	NOUN
cet-15739	34	18	,	,	PUNCT
cet-15739	34	19	and	and	CCONJ
cet-15739	34	20	environmental	environmental	ADJ
cet-15739	34	21	stewardship	stewardship	NOUN
cet-15739	34	22	across	across	ADP
cet-15739	34	23	diverse	diverse	ADJ
cet-15739	34	24	settlement	settlement	NOUN
cet-15739	34	25	types	type	NOUN
cet-15739	34	26	.	.	PUNCT
cet-15739	35	1	2	2	X
cet-15739	35	2	.	.	X
cet-15739	35	3	methodology	methodology	NOUN
cet-15739	35	4	this	this	DET
cet-15739	35	5	paper	paper	NOUN
cet-15739	35	6	investigates	investigate	VERB
cet-15739	35	7	the	the	DET
cet-15739	35	8	heterogeneity	heterogeneity	NOUN
cet-15739	35	9	of	of	ADP
cet-15739	35	10	public	public	ADJ
cet-15739	35	11	lighting	lighting	NOUN
cet-15739	35	12	energy	energy	NOUN
cet-15739	35	13	consumption	consumption	NOUN
cet-15739	35	14	across	across	ADP
cet-15739	35	15	hungarian	hungarian	ADJ
cet-15739	35	16	municipalities	municipality	NOUN
cet-15739	35	17	,	,	PUNCT
cet-15739	35	18	with	with	ADP
cet-15739	35	19	a	a	DET
cet-15739	35	20	specific	specific	ADJ
cet-15739	35	21	emphasis	emphasis	NOUN
cet-15739	35	22	on	on	ADP
cet-15739	35	23	the	the	DET
cet-15739	35	24	urban	urban	ADJ
cet-15739	35	25	–	–	PUNCT
cet-15739	35	26	rural	rural	ADJ
cet-15739	35	27	divide	divide	NOUN
cet-15739	35	28	.	.	PUNCT
cet-15739	36	1	the	the	DET
cet-15739	36	2	research	research	NOUN
cet-15739	36	3	employs	employ	VERB
cet-15739	36	4	municipal	municipal	ADJ
cet-15739	36	5	-	-	PUNCT
cet-15739	36	6	level	level	NOUN
cet-15739	36	7	electricity	electricity	NOUN
cet-15739	36	8	consumption	consumption	NOUN
cet-15739	36	9	data	datum	NOUN
cet-15739	36	10	specific	specific	ADJ
cet-15739	36	11	to	to	ADP
cet-15739	36	12	public	public	ADJ
cet-15739	36	13	lighting	lighting	NOUN
cet-15739	36	14	,	,	PUNCT
cet-15739	36	15	enabling	enable	VERB
cet-15739	36	16	a	a	DET
cet-15739	36	17	more	more	ADV
cet-15739	36	18	grounded	grounded	ADJ
cet-15739	36	19	and	and	CCONJ
cet-15739	36	20	granular	granular	ADJ
cet-15739	36	21	analysis	analysis	NOUN
cet-15739	36	22	of	of	ADP
cet-15739	36	23	lighting	lighting	NOUN
cet-15739	36	24	-	-	PUNCT
cet-15739	36	25	related	relate	VERB
cet-15739	36	26	energy	energy	NOUN
cet-15739	36	27	use	use	NOUN
cet-15739	36	28	.	.	PUNCT
cet-15739	37	1	this	this	DET
cet-15739	37	2	dataset	dataset	NOUN
cet-15739	37	3	is	be	AUX
cet-15739	37	4	situated	situate	VERB
cet-15739	37	5	within	within	ADP
cet-15739	37	6	the	the	DET
cet-15739	37	7	socio	socio	NOUN
cet-15739	37	8	-	-	PUNCT
cet-15739	37	9	demographic	demographic	ADJ
cet-15739	37	10	and	and	CCONJ
cet-15739	37	11	infrastructural	infrastructural	ADJ
cet-15739	37	12	characteristics	characteristic	NOUN
cet-15739	37	13	of	of	ADP
cet-15739	37	14	each	each	DET
cet-15739	37	15	locality	locality	NOUN
cet-15739	37	16	.	.	PUNCT
cet-15739	38	1	the	the	DET
cet-15739	38	2	analysis	analysis	NOUN
cet-15739	38	3	aims	aim	VERB
cet-15739	38	4	to	to	PART
cet-15739	38	5	relate	relate	VERB
cet-15739	38	6	consumption	consumption	NOUN
cet-15739	38	7	patterns	pattern	NOUN
cet-15739	38	8	across	across	ADP
cet-15739	38	9	different	different	ADJ
cet-15739	38	10	settlement	settlement	NOUN
cet-15739	38	11	types	type	NOUN
cet-15739	38	12	to	to	PART
cet-15739	38	13	socio	socio	VERB
cet-15739	38	14	-	-	PUNCT
cet-15739	38	15	economic	economic	ADJ
cet-15739	38	16	variables	variable	NOUN
cet-15739	38	17	.	.	PUNCT
cet-15739	39	1	the	the	DET
cet-15739	39	2	central	central	ADJ
cet-15739	39	3	hypothesis	hypothesis	NOUN
cet-15739	39	4	of	of	ADP
cet-15739	39	5	this	this	DET
cet-15739	39	6	research	research	NOUN
cet-15739	39	7	is	be	AUX
cet-15739	39	8	that	that	SCONJ
cet-15739	39	9	municipality	municipality	NOUN
cet-15739	39	10	-	-	PUNCT
cet-15739	39	11	level	level	NOUN
cet-15739	39	12	electricity	electricity	NOUN
cet-15739	39	13	consumption	consumption	NOUN
cet-15739	39	14	and	and	CCONJ
cet-15739	39	15	technical	technical	ADJ
cet-15739	39	16	losses	loss	NOUN
cet-15739	39	17	from	from	ADP
cet-15739	39	18	public	public	ADJ
cet-15739	39	19	lighting	lighting	NOUN
cet-15739	39	20	can	can	AUX
cet-15739	39	21	serve	serve	VERB
cet-15739	39	22	as	as	ADP
cet-15739	39	23	effective	effective	ADJ
cet-15739	39	24	indirect	indirect	ADJ
cet-15739	39	25	indicators	indicator	NOUN
cet-15739	39	26	of	of	ADP
cet-15739	39	27	light	light	ADJ
cet-15739	39	28	pollution	pollution	NOUN
cet-15739	39	29	and	and	CCONJ
cet-15739	39	30	energy	energy	NOUN
cet-15739	39	31	inefficiency	inefficiency	NOUN
cet-15739	39	32	.	.	PUNCT
cet-15739	40	1	the	the	DET
cet-15739	40	2	study	study	NOUN
cet-15739	40	3	assumes	assume	VERB
cet-15739	40	4	that	that	SCONJ
cet-15739	40	5	spatial	spatial	ADJ
cet-15739	40	6	and	and	CCONJ
cet-15739	40	7	demographic	demographic	ADJ
cet-15739	40	8	characteristics	characteristic	NOUN
cet-15739	40	9	,	,	PUNCT
cet-15739	40	10	such	such	ADJ
cet-15739	40	11	as	as	ADP
cet-15739	40	12	settlement	settlement	NOUN
cet-15739	40	13	size	size	NOUN
cet-15739	40	14	,	,	PUNCT
cet-15739	40	15	population	population	NOUN
cet-15739	40	16	density	density	NOUN
cet-15739	40	17	,	,	PUNCT
cet-15739	40	18	and	and	CCONJ
cet-15739	40	19	infrastructure	infrastructure	NOUN
cet-15739	40	20	age	age	NOUN
cet-15739	40	21	,	,	PUNCT
cet-15739	40	22	systematically	systematically	ADV
cet-15739	40	23	influence	influence	VERB
cet-15739	40	24	both	both	PRON
cet-15739	40	25	total	total	ADJ
cet-15739	40	26	and	and	CCONJ
cet-15739	40	27	per	per	ADP
cet-15739	40	28	capita	capita	NOUN
cet-15739	40	29	electricity	electricity	NOUN
cet-15739	40	30	use	use	NOUN
cet-15739	40	31	.	.	PUNCT
cet-15739	41	1	conceptually	conceptually	ADV
cet-15739	41	2	,	,	PUNCT
cet-15739	41	3	the	the	DET
cet-15739	41	4	paper	paper	NOUN
cet-15739	41	5	integrates	integrate	VERB
cet-15739	41	6	principles	principle	NOUN
cet-15739	41	7	from	from	ADP
cet-15739	41	8	energy	energy	NOUN
cet-15739	41	9	justice	justice	NOUN
cet-15739	41	10	,	,	PUNCT
cet-15739	41	11	spatial	spatial	ADJ
cet-15739	41	12	inequality	inequality	NOUN
cet-15739	41	13	,	,	PUNCT
cet-15739	41	14	and	and	CCONJ
cet-15739	41	15	environmental	environmental	ADJ
cet-15739	41	16	governance	governance	NOUN
cet-15739	41	17	,	,	PUNCT
cet-15739	41	18	proposing	propose	VERB
cet-15739	41	19	that	that	SCONJ
cet-15739	41	20	disparities	disparity	NOUN
cet-15739	41	21	in	in	ADP
cet-15739	41	22	lighting	lighting	NOUN
cet-15739	41	23	efficiency	efficiency	NOUN
cet-15739	41	24	reflect	reflect	VERB
cet-15739	41	25	broader	broad	ADJ
cet-15739	41	26	patterns	pattern	NOUN
cet-15739	41	27	of	of	ADP
cet-15739	41	28	infrastructural	infrastructural	ADJ
cet-15739	41	29	inequity	inequity	NOUN
cet-15739	41	30	and	and	CCONJ
cet-15739	41	31	environmental	environmental	ADJ
cet-15739	41	32	externalities	externality	NOUN
cet-15739	41	33	.	.	PUNCT
cet-15739	42	1	2.1	2.1	NUM
cet-15739	42	2	data	datum	NOUN
cet-15739	42	3	acquisition	acquisition	NOUN
cet-15739	42	4	and	and	CCONJ
cet-15739	42	5	preparation	preparation	NOUN
cet-15739	42	6	the	the	DET
cet-15739	42	7	empirical	empirical	ADJ
cet-15739	42	8	foundation	foundation	NOUN
cet-15739	42	9	of	of	ADP
cet-15739	42	10	this	this	DET
cet-15739	42	11	paper	paper	NOUN
cet-15739	42	12	is	be	AUX
cet-15739	42	13	a	a	DET
cet-15739	42	14	municipality	municipality	NOUN
cet-15739	42	15	-	-	PUNCT
cet-15739	42	16	level	level	NOUN
cet-15739	42	17	dataset	dataset	NOUN
cet-15739	42	18	that	that	PRON
cet-15739	42	19	captures	capture	VERB
cet-15739	42	20	electricity	electricity	NOUN
cet-15739	42	21	consumption	consumption	NOUN
cet-15739	42	22	attributable	attributable	ADJ
cet-15739	42	23	to	to	ADP
cet-15739	42	24	public	public	ADJ
cet-15739	42	25	lighting	lighting	NOUN
cet-15739	42	26	across	across	ADP
cet-15739	42	27	hungarian	hungarian	ADJ
cet-15739	42	28	localities	locality	NOUN
cet-15739	42	29	.	.	PUNCT
cet-15739	43	1	electricity	electricity	NOUN
cet-15739	43	2	usage	usage	NOUN
cet-15739	43	3	data	datum	NOUN
cet-15739	43	4	were	be	AUX
cet-15739	43	5	obtained	obtain	VERB
cet-15739	43	6	from	from	ADP
cet-15739	43	7	the	the	DET
cet-15739	43	8	hungarian	hungarian	ADJ
cet-15739	43	9	central	central	ADJ
cet-15739	43	10	statistical	statistical	ADJ
cet-15739	43	11	office	office	NOUN
cet-15739	43	12	,	,	PUNCT
cet-15739	43	13	based	base	VERB
cet-15739	43	14	on	on	ADP
cet-15739	43	15	annual	annual	ADJ
cet-15739	43	16	reports	report	NOUN
cet-15739	43	17	concerning	concern	VERB
cet-15739	43	18	electricity	electricity	NOUN
cet-15739	43	19	use	use	NOUN
cet-15739	43	20	for	for	ADP
cet-15739	43	21	public	public	ADJ
cet-15739	43	22	service	service	NOUN
cet-15739	43	23	provision	provision	NOUN
cet-15739	43	24	.	.	PUNCT
cet-15739	44	1	the	the	DET
cet-15739	44	2	analysis	analysis	NOUN
cet-15739	44	3	is	be	AUX
cet-15739	44	4	based	base	VERB
cet-15739	44	5	on	on	ADP
cet-15739	44	6	data	datum	NOUN
cet-15739	44	7	from	from	ADP
cet-15739	44	8	the	the	DET
cet-15739	44	9	year	year	NOUN
cet-15739	44	10	2023	2023	NUM
cet-15739	44	11	,	,	PUNCT
cet-15739	44	12	the	the	DET
cet-15739	44	13	most	most	ADV
cet-15739	44	14	recent	recent	ADJ
cet-15739	44	15	period	period	NOUN
cet-15739	44	16	for	for	ADP
cet-15739	44	17	which	which	PRON
cet-15739	44	18	complete	complete	ADJ
cet-15739	44	19	records	record	NOUN
cet-15739	44	20	were	be	AUX
cet-15739	44	21	available	available	ADJ
cet-15739	44	22	.	.	PUNCT
cet-15739	45	1	the	the	DET
cet-15739	45	2	primary	primary	ADJ
cet-15739	45	3	geographical	geographical	ADJ
cet-15739	45	4	focus	focus	NOUN
cet-15739	45	5	of	of	ADP
cet-15739	45	6	the	the	DET
cet-15739	45	7	research	research	NOUN
cet-15739	45	8	was	be	AUX
cet-15739	45	9	the	the	DET
cet-15739	45	10	western	western	ADJ
cet-15739	45	11	transdanubian	transdanubian	ADJ
cet-15739	45	12	region	region	NOUN
cet-15739	45	13	of	of	ADP
cet-15739	45	14	hungary	hungary	PROPN
cet-15739	45	15	,	,	PUNCT
cet-15739	45	16	encompassing	encompass	VERB
cet-15739	45	17	the	the	DET
cet-15739	45	18	counties	county	NOUN
cet-15739	45	19	of	of	ADP
cet-15739	45	20	győr	győr	PROPN
cet-15739	45	21	-	-	PUNCT
cet-15739	45	22	moson	moson	NOUN
cet-15739	45	23	-	-	PUNCT
cet-15739	45	24	sopron	sopron	NOUN
cet-15739	45	25	,	,	PUNCT
cet-15739	45	26	vas	vas	NOUN
cet-15739	45	27	,	,	PUNCT
cet-15739	45	28	and	and	CCONJ
cet-15739	45	29	zala	zala	NOUN
cet-15739	45	30	.	.	PUNCT
cet-15739	46	1	this	this	DET
cet-15739	46	2	region	region	NOUN
cet-15739	46	3	serves	serve	VERB
cet-15739	46	4	as	as	ADP
cet-15739	46	5	a	a	DET
cet-15739	46	6	representative	representative	ADJ
cet-15739	46	7	context	context	NOUN
cet-15739	46	8	for	for	ADP
cet-15739	46	9	examining	examine	VERB
cet-15739	46	10	spatial	spatial	ADJ
cet-15739	46	11	disparities	disparity	NOUN
cet-15739	46	12	in	in	ADP
cet-15739	46	13	public	public	ADJ
cet-15739	46	14	lighting	lighting	NOUN
cet-15739	46	15	practices	practice	NOUN
cet-15739	46	16	and	and	CCONJ
cet-15739	46	17	energy	energy	NOUN
cet-15739	46	18	usage	usage	NOUN
cet-15739	46	19	,	,	PUNCT
cet-15739	46	20	given	give	VERB
cet-15739	46	21	its	its	PRON
cet-15739	46	22	diverse	diverse	ADJ
cet-15739	46	23	settlement	settlement	NOUN
cet-15739	46	24	structures	structure	NOUN
cet-15739	46	25	and	and	CCONJ
cet-15739	46	26	uneven	uneven	ADJ
cet-15739	46	27	infrastructural	infrastructural	ADJ
cet-15739	46	28	development	development	NOUN
cet-15739	46	29	.	.	PUNCT
cet-15739	47	1	the	the	DET
cet-15739	47	2	area	area	NOUN
cet-15739	47	3	is	be	AUX
cet-15739	47	4	well	well	ADV
cet-15739	47	5	-	-	PUNCT
cet-15739	47	6	suited	suit	VERB
cet-15739	47	7	for	for	ADP
cet-15739	47	8	exploring	explore	VERB
cet-15739	47	9	welldocumented	welldocumente	VERB
cet-15739	47	10	regional	regional	ADJ
cet-15739	47	11	inequalities	inequality	NOUN
cet-15739	47	12	(	(	PUNCT
cet-15739	47	13	macher	macher	X
cet-15739	47	14	et	et	PROPN
cet-15739	47	15	al	al	PROPN
cet-15739	47	16	.	.	PROPN
cet-15739	47	17	,	,	PUNCT
cet-15739	47	18	2023a	2023a	NUM
cet-15739	47	19	)	)	PUNCT
cet-15739	47	20	,	,	PUNCT
cet-15739	47	21	which	which	PRON
cet-15739	47	22	have	have	AUX
cet-15739	47	23	historically	historically	ADV
cet-15739	47	24	shaped	shape	VERB
cet-15739	47	25	differences	difference	NOUN
cet-15739	47	26	in	in	ADP
cet-15739	47	27	municipal	municipal	ADJ
cet-15739	47	28	service	service	NOUN
cet-15739	47	29	provision	provision	NOUN
cet-15739	47	30	and	and	CCONJ
cet-15739	47	31	energy	energy	NOUN
cet-15739	47	32	infrastructure	infrastructure	NOUN
cet-15739	47	33	across	across	ADP
cet-15739	47	34	hungarian	hungarian	ADJ
cet-15739	47	35	territories	territory	NOUN
cet-15739	47	36	.	.	PUNCT
cet-15739	48	1	all	all	DET
cet-15739	48	2	variables	variable	NOUN
cet-15739	48	3	were	be	AUX
cet-15739	48	4	harmonized	harmonize	VERB
cet-15739	48	5	at	at	ADP
cet-15739	48	6	the	the	DET
cet-15739	48	7	municipality	municipality	NOUN
cet-15739	48	8	level	level	NOUN
cet-15739	48	9	to	to	PART
cet-15739	48	10	ensure	ensure	VERB
cet-15739	48	11	consistency	consistency	NOUN
cet-15739	48	12	and	and	CCONJ
cet-15739	48	13	comparability	comparability	NOUN
cet-15739	48	14	.	.	PUNCT
cet-15739	49	1	data	datum	NOUN
cet-15739	49	2	preprocessing	preprocessing	NOUN
cet-15739	49	3	involved	involve	VERB
cet-15739	49	4	cleaning	clean	VERB
cet-15739	49	5	for	for	ADP
cet-15739	49	6	missing	missing	ADJ
cet-15739	49	7	or	or	CCONJ
cet-15739	49	8	68	68	NUM
cet-15739	49	9	erroneous	erroneous	ADJ
cet-15739	49	10	entries	entry	NOUN
cet-15739	49	11	and	and	CCONJ
cet-15739	49	12	normalizing	normalize	VERB
cet-15739	49	13	variables	variable	NOUN
cet-15739	49	14	to	to	PART
cet-15739	49	15	facilitate	facilitate	VERB
cet-15739	49	16	meaningful	meaningful	ADJ
cet-15739	49	17	comparisons	comparison	NOUN
cet-15739	49	18	across	across	ADP
cet-15739	49	19	settlements	settlement	NOUN
cet-15739	49	20	of	of	ADP
cet-15739	49	21	varying	vary	VERB
cet-15739	49	22	size	size	NOUN
cet-15739	49	23	.	.	PUNCT
cet-15739	50	1	2.2	2.2	NUM
cet-15739	50	2	spatial	spatial	ADJ
cet-15739	50	3	analysis	analysis	NOUN
cet-15739	50	4	techniques	technique	NOUN
cet-15739	50	5	the	the	DET
cet-15739	50	6	basic	basic	ADJ
cet-15739	50	7	spatial	spatial	ADJ
cet-15739	50	8	unit	unit	NOUN
cet-15739	50	9	of	of	ADP
cet-15739	50	10	analysis	analysis	NOUN
cet-15739	50	11	was	be	AUX
cet-15739	50	12	the	the	DET
cet-15739	50	13	municipality	municipality	NOUN
cet-15739	50	14	,	,	PUNCT
cet-15739	50	15	which	which	PRON
cet-15739	50	16	in	in	ADP
cet-15739	50	17	hungary	hungary	PROPN
cet-15739	50	18	typically	typically	ADV
cet-15739	50	19	serves	serve	VERB
cet-15739	50	20	as	as	ADP
cet-15739	50	21	the	the	DET
cet-15739	50	22	administrative	administrative	ADJ
cet-15739	50	23	entity	entity	NOUN
cet-15739	50	24	responsible	responsible	ADJ
cet-15739	50	25	for	for	ADP
cet-15739	50	26	managing	manage	VERB
cet-15739	50	27	public	public	ADJ
cet-15739	50	28	lighting	lighting	NOUN
cet-15739	50	29	infrastructure	infrastructure	NOUN
cet-15739	50	30	.	.	PUNCT
cet-15739	51	1	to	to	PART
cet-15739	51	2	assess	assess	VERB
cet-15739	51	3	the	the	DET
cet-15739	51	4	degree	degree	NOUN
cet-15739	51	5	of	of	ADP
cet-15739	51	6	spatial	spatial	ADJ
cet-15739	51	7	clustering	clustering	NOUN
cet-15739	51	8	in	in	ADP
cet-15739	51	9	public	public	ADJ
cet-15739	51	10	lighting	lighting	NOUN
cet-15739	51	11	electricity	electricity	NOUN
cet-15739	51	12	consumption	consumption	NOUN
cet-15739	51	13	,	,	PUNCT
cet-15739	51	14	we	we	PRON
cet-15739	51	15	applied	apply	VERB
cet-15739	51	16	spatial	spatial	ADJ
cet-15739	51	17	autocorrelation	autocorrelation	NOUN
cet-15739	51	18	analysis	analysis	NOUN
cet-15739	51	19	.	.	PUNCT
cet-15739	52	1	this	this	PRON
cet-15739	52	2	helped	help	VERB
cet-15739	52	3	evaluate	evaluate	VERB
cet-15739	52	4	whether	whether	SCONJ
cet-15739	52	5	high	high	ADJ
cet-15739	52	6	or	or	CCONJ
cet-15739	52	7	low	low	ADJ
cet-15739	52	8	consumption	consumption	NOUN
cet-15739	52	9	values	value	NOUN
cet-15739	52	10	were	be	AUX
cet-15739	52	11	randomly	randomly	ADV
cet-15739	52	12	distributed	distribute	VERB
cet-15739	52	13	or	or	CCONJ
cet-15739	52	14	formed	form	VERB
cet-15739	52	15	significant	significant	ADJ
cet-15739	52	16	spatial	spatial	ADJ
cet-15739	52	17	clusters	cluster	NOUN
cet-15739	52	18	.	.	PUNCT
cet-15739	53	1	2.3	2.3	NUM
cet-15739	53	2	analytical	analytical	ADJ
cet-15739	53	3	framework	framework	NOUN
cet-15739	53	4	the	the	DET
cet-15739	53	5	choice	choice	NOUN
cet-15739	53	6	of	of	ADP
cet-15739	53	7	a	a	DET
cet-15739	53	8	data	data	NOUN
cet-15739	53	9	-	-	PUNCT
cet-15739	53	10	driven	drive	VERB
cet-15739	53	11	,	,	PUNCT
cet-15739	53	12	statistical	statistical	ADJ
cet-15739	53	13	approach	approach	NOUN
cet-15739	53	14	over	over	ADP
cet-15739	53	15	remote	remote	ADJ
cet-15739	53	16	sensing	sensing	NOUN
cet-15739	53	17	was	be	AUX
cet-15739	53	18	motivated	motivate	VERB
cet-15739	53	19	by	by	ADP
cet-15739	53	20	the	the	DET
cet-15739	53	21	availability	availability	NOUN
cet-15739	53	22	of	of	ADP
cet-15739	53	23	detailed	detailed	ADJ
cet-15739	53	24	,	,	PUNCT
cet-15739	53	25	local	local	ADJ
cet-15739	53	26	-	-	PUNCT
cet-15739	53	27	level	level	NOUN
cet-15739	53	28	electricity	electricity	NOUN
cet-15739	53	29	data	datum	NOUN
cet-15739	53	30	and	and	CCONJ
cet-15739	53	31	the	the	DET
cet-15739	53	32	need	need	NOUN
cet-15739	53	33	for	for	ADP
cet-15739	53	34	quantitative	quantitative	ADJ
cet-15739	53	35	comparability	comparability	NOUN
cet-15739	53	36	across	across	ADP
cet-15739	53	37	municipalities	municipality	NOUN
cet-15739	53	38	.	.	PUNCT
cet-15739	54	1	this	this	DET
cet-15739	54	2	approach	approach	NOUN
cet-15739	54	3	enables	enable	VERB
cet-15739	54	4	the	the	DET
cet-15739	54	5	identification	identification	NOUN
cet-15739	54	6	of	of	ADP
cet-15739	54	7	hidden	hide	VERB
cet-15739	54	8	inefficiencies	inefficiency	NOUN
cet-15739	54	9	and	and	CCONJ
cet-15739	54	10	supports	support	VERB
cet-15739	54	11	the	the	DET
cet-15739	54	12	formulation	formulation	NOUN
cet-15739	54	13	of	of	ADP
cet-15739	54	14	evidence	evidence	NOUN
cet-15739	54	15	-	-	PUNCT
cet-15739	54	16	based	base	VERB
cet-15739	54	17	lighting	lighting	NOUN
cet-15739	54	18	policies	policy	NOUN
cet-15739	54	19	.	.	PUNCT
cet-15739	55	1	a	a	DET
cet-15739	55	2	schematic	schematic	ADJ
cet-15739	55	3	overview	overview	NOUN
cet-15739	55	4	of	of	ADP
cet-15739	55	5	the	the	DET
cet-15739	55	6	research	research	NOUN
cet-15739	55	7	procedure	procedure	NOUN
cet-15739	55	8	is	be	AUX
cet-15739	55	9	presented	present	VERB
cet-15739	55	10	in	in	ADP
cet-15739	55	11	figure	figure	NOUN
cet-15739	55	12	1	1	NUM
cet-15739	55	13	,	,	PUNCT
cet-15739	55	14	illustrating	illustrate	VERB
cet-15739	55	15	the	the	DET
cet-15739	55	16	workflow	workflow	NOUN
cet-15739	55	17	from	from	ADP
cet-15739	55	18	data	datum	NOUN
cet-15739	55	19	acquisition	acquisition	NOUN
cet-15739	55	20	to	to	ADP
cet-15739	55	21	policy	policy	NOUN
cet-15739	55	22	recommendations	recommendation	NOUN
cet-15739	55	23	.	.	PUNCT
cet-15739	56	1	figure	figure	VERB
cet-15739	56	2	1	1	NUM
cet-15739	56	3	:	:	PUNCT
cet-15739	56	4	detailed	detailed	ADJ
cet-15739	56	5	workflow	workflow	NOUN
cet-15739	56	6	of	of	ADP
cet-15739	56	7	the	the	DET
cet-15739	56	8	research	research	NOUN
cet-15739	56	9	methodology	methodology	NOUN
cet-15739	56	10	,	,	PUNCT
cet-15739	56	11	from	from	ADP
cet-15739	56	12	data	datum	NOUN
cet-15739	56	13	acquisition	acquisition	NOUN
cet-15739	56	14	to	to	ADP
cet-15739	56	15	policy	policy	NOUN
cet-15739	56	16	recommendations	recommendation	NOUN
cet-15739	56	17	to	to	PART
cet-15739	56	18	operationalize	operationalize	VERB
cet-15739	56	19	the	the	DET
cet-15739	56	20	urban	urban	ADJ
cet-15739	56	21	–	–	PUNCT
cet-15739	56	22	rural	rural	ADJ
cet-15739	56	23	divide	divide	NOUN
cet-15739	56	24	,	,	PUNCT
cet-15739	56	25	we	we	PRON
cet-15739	56	26	followed	follow	VERB
cet-15739	56	27	the	the	DET
cet-15739	56	28	official	official	ADJ
cet-15739	56	29	hungarian	hungarian	ADJ
cet-15739	56	30	settlement	settlement	NOUN
cet-15739	56	31	classification	classification	NOUN
cet-15739	56	32	.	.	PUNCT
cet-15739	57	1	municipalities	municipality	NOUN
cet-15739	57	2	were	be	AUX
cet-15739	57	3	grouped	group	VERB
cet-15739	57	4	into	into	ADP
cet-15739	57	5	two	two	NUM
cet-15739	57	6	broad	broad	ADJ
cet-15739	57	7	categories	category	NOUN
cet-15739	57	8	:	:	PUNCT
cet-15739	57	9	urban	urban	ADJ
cet-15739	57	10	(	(	PUNCT
cet-15739	57	11	including	include	VERB
cet-15739	57	12	towns	town	NOUN
cet-15739	57	13	and	and	CCONJ
cet-15739	57	14	cities	city	NOUN
cet-15739	57	15	with	with	ADP
cet-15739	57	16	county	county	NOUN
cet-15739	57	17	rights	right	NOUN
cet-15739	57	18	)	)	PUNCT
cet-15739	57	19	and	and	CCONJ
cet-15739	57	20	rural	rural	ADJ
cet-15739	57	21	(	(	PUNCT
cet-15739	57	22	villages	village	NOUN
cet-15739	57	23	and	and	CCONJ
cet-15739	57	24	large	large	ADJ
cet-15739	57	25	villages	village	NOUN
cet-15739	57	26	)	)	PUNCT
cet-15739	57	27	,	,	PUNCT
cet-15739	57	28	enabling	enable	VERB
cet-15739	57	29	comparative	comparative	ADJ
cet-15739	57	30	analysis	analysis	NOUN
cet-15739	57	31	across	across	ADP
cet-15739	57	32	differing	differ	VERB
cet-15739	57	33	settlement	settlement	NOUN
cet-15739	57	34	types	type	NOUN
cet-15739	57	35	.	.	PUNCT
cet-15739	58	1	comparative	comparative	ADJ
cet-15739	58	2	analysis	analysis	NOUN
cet-15739	58	3	relied	rely	VERB
cet-15739	58	4	on	on	ADP
cet-15739	58	5	descriptive	descriptive	ADJ
cet-15739	58	6	statistics	statistic	NOUN
cet-15739	58	7	to	to	PART
cet-15739	58	8	assess	assess	VERB
cet-15739	58	9	differences	difference	NOUN
cet-15739	58	10	in	in	ADP
cet-15739	58	11	mean	mean	ADJ
cet-15739	58	12	consumption	consumption	NOUN
cet-15739	58	13	and	and	CCONJ
cet-15739	58	14	distribution	distribution	NOUN
cet-15739	58	15	between	between	ADP
cet-15739	58	16	urban	urban	ADJ
cet-15739	58	17	and	and	CCONJ
cet-15739	58	18	rural	rural	ADJ
cet-15739	58	19	areas	area	NOUN
cet-15739	58	20	.	.	PUNCT
cet-15739	59	1	interaction	interaction	NOUN
cet-15739	59	2	terms	term	NOUN
cet-15739	59	3	were	be	AUX
cet-15739	59	4	also	also	ADV
cet-15739	59	5	introduced	introduce	VERB
cet-15739	59	6	into	into	ADP
cet-15739	59	7	the	the	DET
cet-15739	59	8	regression	regression	NOUN
cet-15739	59	9	models	model	NOUN
cet-15739	59	10	to	to	PART
cet-15739	59	11	examine	examine	VERB
cet-15739	59	12	whether	whether	SCONJ
cet-15739	59	13	the	the	DET
cet-15739	59	14	effects	effect	NOUN
cet-15739	59	15	of	of	ADP
cet-15739	59	16	demographic	demographic	ADJ
cet-15739	59	17	and	and	CCONJ
cet-15739	59	18	infrastructural	infrastructural	ADJ
cet-15739	59	19	variables	variable	NOUN
cet-15739	59	20	varied	vary	VERB
cet-15739	59	21	by	by	ADP
cet-15739	59	22	settlement	settlement	NOUN
cet-15739	59	23	type	type	NOUN
cet-15739	59	24	.	.	PUNCT
cet-15739	60	1	this	this	DET
cet-15739	60	2	multidimensional	multidimensional	ADJ
cet-15739	60	3	framework	framework	NOUN
cet-15739	60	4	,	,	PUNCT
cet-15739	60	5	combining	combine	VERB
cet-15739	60	6	spatial	spatial	ADJ
cet-15739	60	7	statistical	statistical	ADJ
cet-15739	60	8	methods	method	NOUN
cet-15739	60	9	,	,	PUNCT
cet-15739	60	10	regression	regression	NOUN
cet-15739	60	11	modeling	modeling	NOUN
cet-15739	60	12	,	,	PUNCT
cet-15739	60	13	and	and	CCONJ
cet-15739	60	14	comparative	comparative	ADJ
cet-15739	60	15	analysis	analysis	NOUN
cet-15739	60	16	,	,	PUNCT
cet-15739	60	17	provides	provide	VERB
cet-15739	60	18	a	a	DET
cet-15739	60	19	comprehensive	comprehensive	ADJ
cet-15739	60	20	basis	basis	NOUN
cet-15739	60	21	for	for	ADP
cet-15739	60	22	examining	examine	VERB
cet-15739	60	23	the	the	DET
cet-15739	60	24	energy	energy	NOUN
cet-15739	60	25	geography	geography	NOUN
cet-15739	60	26	of	of	ADP
cet-15739	60	27	public	public	ADJ
cet-15739	60	28	lighting	lighting	NOUN
cet-15739	60	29	in	in	ADP
cet-15739	60	30	hungary	hungary	PROPN
cet-15739	60	31	.	.	PUNCT
cet-15739	61	1	it	it	PRON
cet-15739	61	2	also	also	ADV
cet-15739	61	3	lays	lay	VERB
cet-15739	61	4	the	the	DET
cet-15739	61	5	groundwork	groundwork	NOUN
cet-15739	61	6	for	for	ADP
cet-15739	61	7	the	the	DET
cet-15739	61	8	development	development	NOUN
cet-15739	61	9	of	of	ADP
cet-15739	61	10	a	a	DET
cet-15739	61	11	future	future	ADJ
cet-15739	61	12	quantitative	quantitative	ADJ
cet-15739	61	13	light	light	ADJ
cet-15739	61	14	pollution	pollution	NOUN
cet-15739	61	15	indicator	indicator	NOUN
cet-15739	61	16	and	and	CCONJ
cet-15739	61	17	for	for	ADP
cet-15739	61	18	the	the	DET
cet-15739	61	19	formulation	formulation	NOUN
cet-15739	61	20	of	of	ADP
cet-15739	61	21	more	more	ADV
cet-15739	61	22	equitable	equitable	ADJ
cet-15739	61	23	and	and	CCONJ
cet-15739	61	24	energy	energy	NOUN
cet-15739	61	25	-	-	PUNCT
cet-15739	61	26	conscious	conscious	ADJ
cet-15739	61	27	public	public	ADJ
cet-15739	61	28	lighting	lighting	NOUN
cet-15739	61	29	strategies	strategy	NOUN
cet-15739	61	30	.	.	PUNCT
cet-15739	62	1	to	to	PART
cet-15739	62	2	support	support	VERB
cet-15739	62	3	this	this	DET
cet-15739	62	4	aim	aim	NOUN
cet-15739	62	5	,	,	PUNCT
cet-15739	62	6	the	the	DET
cet-15739	62	7	paper	paper	NOUN
cet-15739	62	8	applies	apply	VERB
cet-15739	62	9	a	a	DET
cet-15739	62	10	light	light	ADJ
cet-15739	62	11	pollution	pollution	NOUN
cet-15739	62	12	emission	emission	NOUN
cet-15739	62	13	factor	factor	NOUN
cet-15739	62	14	of	of	ADP
cet-15739	62	15	0.20	0.20	NUM
cet-15739	62	16	kwh	kwh	PROPN
cet-15739	62	17	/	/	SYM
cet-15739	62	18	kwh	kwh	NOUN
cet-15739	62	19	,	,	PUNCT
cet-15739	62	20	meaning	mean	VERB
cet-15739	62	21	that	that	SCONJ
cet-15739	62	22	an	an	DET
cet-15739	62	23	estimated	estimate	VERB
cet-15739	62	24	20	20	NUM
cet-15739	62	25	%	%	NOUN
cet-15739	62	26	of	of	ADP
cet-15739	62	27	public	public	ADJ
cet-15739	62	28	lighting	lighting	NOUN
cet-15739	62	29	electricity	electricity	NOUN
cet-15739	62	30	consumption	consumption	NOUN
cet-15739	62	31	is	be	AUX
cet-15739	62	32	emitted	emit	VERB
cet-15739	62	33	as	as	ADP
cet-15739	62	34	upward	upward	ADV
cet-15739	62	35	or	or	CCONJ
cet-15739	62	36	misdirected	misdirected	ADJ
cet-15739	62	37	light	light	NOUN
cet-15739	62	38	,	,	PUNCT
cet-15739	62	39	directly	directly	ADV
cet-15739	62	40	contributing	contribute	VERB
cet-15739	62	41	to	to	ADP
cet-15739	62	42	light	light	ADJ
cet-15739	62	43	pollution	pollution	NOUN
cet-15739	62	44	(	(	PUNCT
cet-15739	62	45	marnane	marnane	NOUN
cet-15739	62	46	,	,	PUNCT
cet-15739	62	47	2022	2022	NUM
cet-15739	62	48	)	)	PUNCT
cet-15739	62	49	.	.	PUNCT
cet-15739	63	1	this	this	DET
cet-15739	63	2	operational	operational	ADJ
cet-15739	63	3	assumption	assumption	NOUN
cet-15739	63	4	enables	enable	VERB
cet-15739	63	5	the	the	DET
cet-15739	63	6	preliminary	preliminary	ADJ
cet-15739	63	7	quantification	quantification	NOUN
cet-15739	63	8	of	of	ADP
cet-15739	63	9	environmentally	environmentally	ADV
cet-15739	63	10	ineffective	ineffective	ADJ
cet-15739	63	11	energy	energy	NOUN
cet-15739	63	12	use	use	NOUN
cet-15739	63	13	and	and	CCONJ
cet-15739	63	14	facilitates	facilitate	VERB
cet-15739	63	15	future	future	ADJ
cet-15739	63	16	light	light	ADJ
cet-15739	63	17	pollution	pollution	NOUN
cet-15739	63	18	footprint	footprint	NOUN
cet-15739	63	19	estimations	estimation	NOUN
cet-15739	63	20	at	at	ADP
cet-15739	63	21	the	the	DET
cet-15739	63	22	municipal	municipal	ADJ
cet-15739	63	23	level	level	NOUN
cet-15739	63	24	.	.	PUNCT
cet-15739	64	1	3	3	X
cet-15739	64	2	.	.	X
cet-15739	64	3	results	result	VERB
cet-15739	64	4	the	the	DET
cet-15739	64	5	analysis	analysis	NOUN
cet-15739	64	6	focuses	focus	VERB
cet-15739	64	7	on	on	ADP
cet-15739	64	8	municipality	municipality	NOUN
cet-15739	64	9	-	-	PUNCT
cet-15739	64	10	level	level	NOUN
cet-15739	64	11	data	datum	NOUN
cet-15739	64	12	across	across	ADP
cet-15739	64	13	the	the	DET
cet-15739	64	14	three	three	NUM
cet-15739	64	15	counties	county	NOUN
cet-15739	64	16	of	of	ADP
cet-15739	64	17	the	the	DET
cet-15739	64	18	western	western	ADJ
cet-15739	64	19	transdanubia	transdanubia	PROPN
cet-15739	64	20	region	region	NOUN
cet-15739	64	21	(	(	PUNCT
cet-15739	64	22	győr	győr	NOUN
cet-15739	64	23	-	-	PUNCT
cet-15739	64	24	moson	moson	NOUN
cet-15739	64	25	-	-	PUNCT
cet-15739	64	26	sopron	sopron	NOUN
cet-15739	64	27	,	,	PUNCT
cet-15739	64	28	vas	vas	NOUN
cet-15739	64	29	,	,	PUNCT
cet-15739	64	30	and	and	CCONJ
cet-15739	64	31	zala	zala	PROPN
cet-15739	64	32	)	)	PUNCT
cet-15739	64	33	,	,	PUNCT
cet-15739	64	34	examining	examine	VERB
cet-15739	64	35	public	public	ADJ
cet-15739	64	36	lighting	lighting	NOUN
cet-15739	64	37	electricity	electricity	NOUN
cet-15739	64	38	consumption	consumption	NOUN
cet-15739	64	39	,	,	PUNCT
cet-15739	64	40	permanent	permanent	ADJ
cet-15739	64	41	population	population	NOUN
cet-15739	64	42	figures	figure	NOUN
cet-15739	64	43	,	,	PUNCT
cet-15739	64	44	and	and	CCONJ
cet-15739	64	45	per	per	ADP
cet-15739	64	46	capita	capita	NOUN
cet-15739	64	47	electricity	electricity	NOUN
cet-15739	64	48	demand	demand	NOUN
cet-15739	64	49	for	for	ADP
cet-15739	64	50	public	public	ADJ
cet-15739	64	51	lighting	lighting	NOUN
cet-15739	64	52	.	.	PUNCT
cet-15739	65	1	the	the	DET
cet-15739	65	2	dataset	dataset	NOUN
cet-15739	65	3	includes	include	VERB
cet-15739	65	4	657	657	NUM
cet-15739	65	5	settlements	settlement	NOUN
cet-15739	65	6	,	,	PUNCT
cet-15739	65	7	and	and	CCONJ
cet-15739	65	8	the	the	DET
cet-15739	65	9	analysis	analysis	NOUN
cet-15739	65	10	explores	explore	VERB
cet-15739	65	11	the	the	DET
cet-15739	65	12	annual	annual	ADJ
cet-15739	65	13	public	public	ADJ
cet-15739	65	14	lighting	lighting	NOUN
cet-15739	65	15	electricity	electricity	NOUN
cet-15739	65	16	consumption	consumption	NOUN
cet-15739	65	17	(	(	PUNCT
cet-15739	65	18	measured	measure	VERB
cet-15739	65	19	in	in	ADP
cet-15739	65	20	1	1	NUM
cet-15739	65	21	mwh	mwh	PROPN
cet-15739	65	22	)	)	PUNCT
cet-15739	65	23	,	,	PUNCT
cet-15739	65	24	the	the	DET
cet-15739	65	25	number	number	NOUN
cet-15739	65	26	of	of	ADP
cet-15739	65	27	permanent	permanent	ADJ
cet-15739	65	28	residents	resident	NOUN
cet-15739	65	29	,	,	PUNCT
cet-15739	65	30	and	and	CCONJ
cet-15739	65	31	the	the	DET
cet-15739	65	32	derived	derived	ADJ
cet-15739	65	33	indicator	indicator	NOUN
cet-15739	65	34	of	of	ADP
cet-15739	65	35	per	per	ADP
cet-15739	65	36	capita	capita	X
cet-15739	65	37	electricity	electricity	NOUN
cet-15739	65	38	use	use	NOUN
cet-15739	65	39	for	for	ADP
cet-15739	65	40	public	public	ADJ
cet-15739	65	41	lighting	lighting	NOUN
cet-15739	65	42	(	(	PUNCT
cet-15739	65	43	1	1	NUM
cet-15739	65	44	mwh	mwh	PROPN
cet-15739	65	45	/	/	SYM
cet-15739	65	46	person	person	NOUN
cet-15739	65	47	)	)	PUNCT
cet-15739	65	48	,	,	PUNCT
cet-15739	65	49	with	with	ADP
cet-15739	65	50	emphasis	emphasis	NOUN
cet-15739	65	51	on	on	ADP
cet-15739	65	52	statistical	statistical	ADJ
cet-15739	65	53	and	and	CCONJ
cet-15739	65	54	spatial	spatial	ADJ
cet-15739	65	55	patterns	pattern	NOUN
cet-15739	65	56	.	.	PUNCT
cet-15739	66	1	the	the	DET
cet-15739	66	2	distribution	distribution	NOUN
cet-15739	66	3	of	of	ADP
cet-15739	66	4	electricity	electricity	NOUN
cet-15739	66	5	consumption	consumption	NOUN
cet-15739	66	6	for	for	ADP
cet-15739	66	7	public	public	ADJ
cet-15739	66	8	lighting	lighting	NOUN
cet-15739	66	9	across	across	ADP
cet-15739	66	10	the	the	DET
cet-15739	66	11	municipalities	municipality	NOUN
cet-15739	66	12	of	of	ADP
cet-15739	66	13	the	the	DET
cet-15739	66	14	region	region	NOUN
cet-15739	66	15	is	be	AUX
cet-15739	66	16	strongly	strongly	ADV
cet-15739	66	17	right	right	ADV
cet-15739	66	18	-	-	PUNCT
cet-15739	66	19	skewed	skewed	ADJ
cet-15739	66	20	,	,	PUNCT
cet-15739	66	21	as	as	SCONJ
cet-15739	66	22	evidenced	evidence	VERB
cet-15739	66	23	by	by	ADP
cet-15739	66	24	the	the	DET
cet-15739	66	25	high	high	ADJ
cet-15739	66	26	standard	standard	ADJ
cet-15739	66	27	deviation	deviation	NOUN
cet-15739	66	28	(	(	PUNCT
cet-15739	66	29	338.3	338.3	NUM
cet-15739	66	30	mwh	mwh	PROPN
cet-15739	66	31	)	)	PUNCT
cet-15739	66	32	and	and	CCONJ
cet-15739	66	33	an	an	DET
cet-15739	66	34	average	average	ADJ
cet-15739	66	35	value	value	NOUN
cet-15739	66	36	(	(	PUNCT
cet-15739	66	37	51.3	51.3	NUM
cet-15739	66	38	mwh	mwh	PROPN
cet-15739	66	39	)	)	PUNCT
cet-15739	66	40	that	that	PRON
cet-15739	66	41	is	be	AUX
cet-15739	66	42	significantly	significantly	ADV
cet-15739	66	43	higher	high	ADJ
cet-15739	66	44	than	than	ADP
cet-15739	66	45	the	the	DET
cet-15739	66	46	median	median	NOUN
cet-15739	66	47	(	(	PUNCT
cet-15739	66	48	15.0	15.0	NUM
cet-15739	66	49	mwh	mwh	PROPN
cet-15739	66	50	)	)	PUNCT
cet-15739	66	51	.	.	PUNCT
cet-15739	67	1	this	this	DET
cet-15739	67	2	skewness	skewness	NOUN
cet-15739	67	3	indicates	indicate	VERB
cet-15739	67	4	that	that	SCONJ
cet-15739	67	5	a	a	DET
cet-15739	67	6	few	few	ADJ
cet-15739	67	7	large	large	ADJ
cet-15739	67	8	cities	city	NOUN
cet-15739	67	9	with	with	ADP
cet-15739	67	10	exceptionally	exceptionally	ADV
cet-15739	67	11	high	high	ADJ
cet-15739	67	12	consumption	consumption	NOUN
cet-15739	67	13	substantially	substantially	ADV
cet-15739	67	14	raise	raise	VERB
cet-15739	67	15	the	the	DET
cet-15739	67	16	average	average	NOUN
cet-15739	67	17	,	,	PUNCT
cet-15739	67	18	while	while	SCONJ
cet-15739	67	19	the	the	DET
cet-15739	67	20	majority	majority	NOUN
cet-15739	67	21	of	of	ADP
cet-15739	67	22	municipalities	municipality	NOUN
cet-15739	67	23	exhibit	exhibit	VERB
cet-15739	67	24	considerably	considerably	ADV
cet-15739	67	25	lower	low	ADJ
cet-15739	67	26	consumption	consumption	NOUN
cet-15739	67	27	values	value	NOUN
cet-15739	67	28	.	.	PUNCT
cet-15739	68	1	a	a	DET
cet-15739	68	2	similar	similar	ADJ
cet-15739	68	3	distributional	distributional	ADJ
cet-15739	68	4	characteristic	characteristic	NOUN
cet-15739	68	5	is	be	AUX
cet-15739	68	6	observed	observe	VERB
cet-15739	68	7	in	in	ADP
cet-15739	68	8	population	population	NOUN
cet-15739	68	9	figures	figure	NOUN
cet-15739	68	10	,	,	PUNCT
cet-15739	68	11	which	which	PRON
cet-15739	68	12	underscores	underscore	VERB
cet-15739	68	13	the	the	DET
cet-15739	68	14	urban	urban	ADJ
cet-15739	68	15	-	-	PUNCT
cet-15739	68	16	rural	rural	ADJ
cet-15739	68	17	demographic	demographic	ADJ
cet-15739	68	18	divide	divide	NOUN
cet-15739	68	19	.	.	PUNCT
cet-15739	69	1	a	a	DET
cet-15739	69	2	large	large	ADJ
cet-15739	69	3	69	69	NUM
cet-15739	69	4	proportion	proportion	NOUN
cet-15739	69	5	of	of	ADP
cet-15739	69	6	the	the	DET
cet-15739	69	7	smaller	small	ADJ
cet-15739	69	8	settlements	settlement	NOUN
cet-15739	69	9	have	have	VERB
cet-15739	69	10	populations	population	NOUN
cet-15739	69	11	in	in	ADP
cet-15739	69	12	the	the	DET
cet-15739	69	13	range	range	NOUN
cet-15739	69	14	of	of	ADP
cet-15739	69	15	200	200	NUM
cet-15739	69	16	-	-	SYM
cet-15739	69	17	1,000	1,000	NUM
cet-15739	69	18	inhabitants	inhabitant	NOUN
cet-15739	69	19	,	,	PUNCT
cet-15739	69	20	while	while	SCONJ
cet-15739	69	21	a	a	DET
cet-15739	69	22	few	few	ADJ
cet-15739	69	23	major	major	ADJ
cet-15739	69	24	cities	city	NOUN
cet-15739	69	25	(	(	PUNCT
cet-15739	69	26	such	such	ADJ
cet-15739	69	27	as	as	ADP
cet-15739	69	28	győr	győr	NOUN
cet-15739	69	29	,	,	PUNCT
cet-15739	69	30	zalaegerszeg	zalaegerszeg	PROPN
cet-15739	69	31	,	,	PUNCT
cet-15739	69	32	and	and	CCONJ
cet-15739	69	33	szombathely	szombathely	ADV
cet-15739	69	34	)	)	PUNCT
cet-15739	69	35	exhibit	exhibit	VERB
cet-15739	69	36	outstanding	outstanding	ADJ
cet-15739	69	37	demographic	demographic	ADJ
cet-15739	69	38	weights	weight	NOUN
cet-15739	69	39	,	,	PUNCT
cet-15739	69	40	which	which	PRON
cet-15739	69	41	are	be	AUX
cet-15739	69	42	also	also	ADV
cet-15739	69	43	reflected	reflect	VERB
cet-15739	69	44	in	in	ADP
cet-15739	69	45	their	their	PRON
cet-15739	69	46	aggregated	aggregate	VERB
cet-15739	69	47	public	public	ADJ
cet-15739	69	48	lighting	lighting	NOUN
cet-15739	69	49	electricity	electricity	NOUN
cet-15739	69	50	demand	demand	NOUN
cet-15739	69	51	(	(	PUNCT
cet-15739	69	52	figure	figure	NOUN
cet-15739	69	53	2a	2a	NUM
cet-15739	69	54	)	)	PUNCT
cet-15739	69	55	.	.	PUNCT
cet-15739	70	1	figure	figure	VERB
cet-15739	70	2	2	2	NUM
cet-15739	70	3	:	:	PUNCT
cet-15739	70	4	comparison	comparison	NOUN
cet-15739	70	5	between	between	ADP
cet-15739	70	6	the	the	DET
cet-15739	70	7	amount	amount	NOUN
cet-15739	70	8	of	of	ADP
cet-15739	70	9	electricity	electricity	NOUN
cet-15739	70	10	used	use	VERB
cet-15739	70	11	for	for	ADP
cet-15739	70	12	street	street	NOUN
cet-15739	70	13	lighting	lighting	NOUN
cet-15739	70	14	and	and	CCONJ
cet-15739	70	15	the	the	DET
cet-15739	70	16	population	population	NOUN
cet-15739	70	17	of	of	ADP
cet-15739	70	18	the	the	DET
cet-15739	70	19	municipalities	municipality	NOUN
cet-15739	70	20	(	(	PUNCT
cet-15739	70	21	a	a	DET
cet-15739	70	22	:	:	PUNCT
cet-15739	70	23	aggregate	aggregate	ADJ
cet-15739	70	24	,	,	PUNCT
cet-15739	70	25	b	b	NOUN
cet-15739	70	26	:	:	PUNCT
cet-15739	70	27	per	per	ADP
cet-15739	70	28	capita	capita	X
cet-15739	70	29	)	)	PUNCT
cet-15739	70	30	in	in	ADP
cet-15739	70	31	contrast	contrast	NOUN
cet-15739	70	32	,	,	PUNCT
cet-15739	70	33	the	the	DET
cet-15739	70	34	spatial	spatial	ADJ
cet-15739	70	35	and	and	CCONJ
cet-15739	70	36	statistical	statistical	ADJ
cet-15739	70	37	patterns	pattern	NOUN
cet-15739	70	38	of	of	ADP
cet-15739	70	39	per	per	ADP
cet-15739	70	40	capita	capita	X
cet-15739	70	41	electricity	electricity	NOUN
cet-15739	70	42	consumption	consumption	NOUN
cet-15739	70	43	for	for	ADP
cet-15739	70	44	public	public	ADJ
cet-15739	70	45	lighting	lighting	NOUN
cet-15739	70	46	differ	differ	VERB
cet-15739	70	47	significantly	significantly	ADV
cet-15739	70	48	from	from	ADP
cet-15739	70	49	those	those	PRON
cet-15739	70	50	of	of	ADP
cet-15739	70	51	the	the	DET
cet-15739	70	52	previous	previous	ADJ
cet-15739	70	53	two	two	NUM
cet-15739	70	54	indicators	indicator	NOUN
cet-15739	70	55	(	(	PUNCT
cet-15739	70	56	figure	figure	NOUN
cet-15739	70	57	2b	2b	NOUN
cet-15739	70	58	)	)	PUNCT
cet-15739	70	59	.	.	PUNCT
cet-15739	71	1	while	while	SCONJ
cet-15739	71	2	aggregate	aggregate	ADJ
cet-15739	71	3	consumption	consumption	NOUN
cet-15739	71	4	values	value	NOUN
cet-15739	71	5	are	be	AUX
cet-15739	71	6	largely	largely	ADV
cet-15739	71	7	driven	drive	VERB
cet-15739	71	8	by	by	ADP
cet-15739	71	9	the	the	DET
cet-15739	71	10	degree	degree	NOUN
cet-15739	71	11	of	of	ADP
cet-15739	71	12	urbanization	urbanization	NOUN
cet-15739	71	13	,	,	PUNCT
cet-15739	71	14	the	the	DET
cet-15739	71	15	per	per	ADP
cet-15739	71	16	capita	capita	X
cet-15739	71	17	indicator	indicator	NOUN
cet-15739	71	18	does	do	AUX
cet-15739	71	19	not	not	PART
cet-15739	71	20	show	show	VERB
cet-15739	71	21	a	a	DET
cet-15739	71	22	linear	linear	ADJ
cet-15739	71	23	correlation	correlation	NOUN
cet-15739	71	24	with	with	ADP
cet-15739	71	25	either	either	CCONJ
cet-15739	71	26	population	population	NOUN
cet-15739	71	27	size	size	NOUN
cet-15739	71	28	or	or	CCONJ
cet-15739	71	29	settlement	settlement	NOUN
cet-15739	71	30	type	type	NOUN
cet-15739	71	31	.	.	PUNCT
cet-15739	72	1	descriptive	descriptive	ADJ
cet-15739	72	2	statistics	statistic	NOUN
cet-15739	72	3	reveal	reveal	VERB
cet-15739	72	4	a	a	DET
cet-15739	72	5	high	high	ADJ
cet-15739	72	6	degree	degree	NOUN
cet-15739	72	7	of	of	ADP
cet-15739	72	8	dispersion	dispersion	NOUN
cet-15739	72	9	around	around	ADP
cet-15739	72	10	the	the	DET
cet-15739	72	11	central	central	ADJ
cet-15739	72	12	value	value	NOUN
cet-15739	72	13	,	,	PUNCT
cet-15739	72	14	with	with	ADP
cet-15739	72	15	numerous	numerous	ADJ
cet-15739	72	16	outliers	outlier	NOUN
cet-15739	72	17	among	among	ADP
cet-15739	72	18	smaller	small	ADJ
cet-15739	72	19	settlements	settlement	NOUN
cet-15739	72	20	reporting	report	VERB
cet-15739	72	21	exceptionally	exceptionally	ADV
cet-15739	72	22	high	high	ADJ
cet-15739	72	23	values	value	NOUN
cet-15739	72	24	.	.	PUNCT
cet-15739	73	1	this	this	PRON
cet-15739	73	2	suggests	suggest	VERB
cet-15739	73	3	that	that	SCONJ
cet-15739	73	4	in	in	ADP
cet-15739	73	5	certain	certain	ADJ
cet-15739	73	6	villages	village	NOUN
cet-15739	73	7	,	,	PUNCT
cet-15739	73	8	public	public	ADJ
cet-15739	73	9	lighting	lighting	NOUN
cet-15739	73	10	energy	energy	NOUN
cet-15739	73	11	consumption	consumption	NOUN
cet-15739	73	12	is	be	AUX
cet-15739	73	13	disproportionately	disproportionately	ADV
cet-15739	73	14	high	high	ADJ
cet-15739	73	15	relative	relative	ADJ
cet-15739	73	16	to	to	ADP
cet-15739	73	17	the	the	DET
cet-15739	73	18	population	population	NOUN
cet-15739	73	19	,	,	PUNCT
cet-15739	73	20	potentially	potentially	ADV
cet-15739	73	21	due	due	ADJ
cet-15739	73	22	to	to	ADP
cet-15739	73	23	factors	factor	NOUN
cet-15739	73	24	such	such	ADJ
cet-15739	73	25	as	as	ADP
cet-15739	73	26	infrastructural	infrastructural	ADJ
cet-15739	73	27	characteristics	characteristic	NOUN
cet-15739	73	28	,	,	PUNCT
cet-15739	73	29	dispersed	disperse	VERB
cet-15739	73	30	settlement	settlement	NOUN
cet-15739	73	31	structures	structure	NOUN
cet-15739	73	32	,	,	PUNCT
cet-15739	73	33	or	or	CCONJ
cet-15739	73	34	deficiencies	deficiency	NOUN
cet-15739	73	35	in	in	ADP
cet-15739	73	36	energy	energy	NOUN
cet-15739	73	37	efficiency	efficiency	NOUN
cet-15739	73	38	.	.	PUNCT
cet-15739	74	1	such	such	ADJ
cet-15739	74	2	statistical	statistical	ADJ
cet-15739	74	3	anomalies	anomaly	NOUN
cet-15739	74	4	,	,	PUNCT
cet-15739	74	5	particularly	particularly	ADV
cet-15739	74	6	extremely	extremely	ADV
cet-15739	74	7	low	low	ADJ
cet-15739	74	8	or	or	CCONJ
cet-15739	74	9	high	high	ADJ
cet-15739	74	10	per	per	ADP
cet-15739	74	11	capita	capita	NOUN
cet-15739	74	12	values	value	NOUN
cet-15739	74	13	,	,	PUNCT
cet-15739	74	14	underscore	underscore	VERB
cet-15739	74	15	the	the	DET
cet-15739	74	16	need	need	NOUN
cet-15739	74	17	for	for	ADP
cet-15739	74	18	data	data	NOUN
cet-15739	74	19	-	-	PUNCT
cet-15739	74	20	driven	drive	VERB
cet-15739	74	21	planning	planning	NOUN
cet-15739	74	22	of	of	ADP
cet-15739	74	23	electricity	electricity	NOUN
cet-15739	74	24	demand	demand	NOUN
cet-15739	74	25	.	.	PUNCT
cet-15739	75	1	many	many	ADJ
cet-15739	75	2	of	of	ADP
cet-15739	75	3	the	the	DET
cet-15739	75	4	highest	high	ADJ
cet-15739	75	5	values	value	NOUN
cet-15739	75	6	are	be	AUX
cet-15739	75	7	observed	observe	VERB
cet-15739	75	8	in	in	ADP
cet-15739	75	9	settlements	settlement	NOUN
cet-15739	75	10	with	with	ADP
cet-15739	75	11	very	very	ADV
cet-15739	75	12	low	low	ADJ
cet-15739	75	13	population	population	NOUN
cet-15739	75	14	numbers	number	NOUN
cet-15739	75	15	,	,	PUNCT
cet-15739	75	16	where	where	SCONJ
cet-15739	75	17	public	public	ADJ
cet-15739	75	18	lighting	lighting	NOUN
cet-15739	75	19	energy	energy	NOUN
cet-15739	75	20	consumption	consumption	NOUN
cet-15739	75	21	represents	represent	VERB
cet-15739	75	22	a	a	DET
cet-15739	75	23	fixed	fix	VERB
cet-15739	75	24	cost	cost	NOUN
cet-15739	75	25	that	that	PRON
cet-15739	75	26	remains	remain	VERB
cet-15739	75	27	largely	largely	ADV
cet-15739	75	28	independent	independent	ADJ
cet-15739	75	29	of	of	ADP
cet-15739	75	30	demographic	demographic	ADJ
cet-15739	75	31	size	size	NOUN
cet-15739	75	32	.	.	PUNCT
cet-15739	76	1	in	in	ADP
cet-15739	76	2	contrast	contrast	NOUN
cet-15739	76	3	,	,	PUNCT
cet-15739	76	4	larger	large	ADJ
cet-15739	76	5	cities	city	NOUN
cet-15739	76	6	tend	tend	VERB
cet-15739	76	7	to	to	PART
cet-15739	76	8	exhibit	exhibit	VERB
cet-15739	76	9	more	more	ADV
cet-15739	76	10	stable	stable	ADJ
cet-15739	76	11	and	and	CCONJ
cet-15739	76	12	balanced	balanced	ADJ
cet-15739	76	13	per	per	ADP
cet-15739	76	14	capita	capita	NOUN
cet-15739	76	15	values	value	NOUN
cet-15739	76	16	,	,	PUNCT
cet-15739	76	17	reflecting	reflect	VERB
cet-15739	76	18	the	the	DET
cet-15739	76	19	economies	economy	NOUN
cet-15739	76	20	of	of	ADP
cet-15739	76	21	scale	scale	NOUN
cet-15739	76	22	and	and	CCONJ
cet-15739	76	23	the	the	DET
cet-15739	76	24	uniformity	uniformity	NOUN
cet-15739	76	25	of	of	ADP
cet-15739	76	26	service	service	NOUN
cet-15739	76	27	provision	provision	NOUN
cet-15739	76	28	typical	typical	ADJ
cet-15739	76	29	of	of	ADP
cet-15739	76	30	urban	urban	ADJ
cet-15739	76	31	infrastructure	infrastructure	NOUN
cet-15739	76	32	systems	system	NOUN
cet-15739	76	33	.	.	PUNCT
cet-15739	77	1	across	across	ADP
cet-15739	77	2	the	the	DET
cet-15739	77	3	entire	entire	ADJ
cet-15739	77	4	regional	regional	ADJ
cet-15739	77	5	settlement	settlement	NOUN
cet-15739	77	6	structure	structure	NOUN
cet-15739	77	7	,	,	PUNCT
cet-15739	77	8	it	it	PRON
cet-15739	77	9	can	can	AUX
cet-15739	77	10	be	be	AUX
cet-15739	77	11	concluded	conclude	VERB
cet-15739	77	12	that	that	SCONJ
cet-15739	77	13	public	public	ADJ
cet-15739	77	14	lighting	lighting	NOUN
cet-15739	77	15	electricity	electricity	NOUN
cet-15739	77	16	consumption	consumption	NOUN
cet-15739	77	17	is	be	AUX
cet-15739	77	18	influenced	influence	VERB
cet-15739	77	19	not	not	PART
cet-15739	77	20	solely	solely	ADV
cet-15739	77	21	by	by	ADP
cet-15739	77	22	demographic	demographic	ADJ
cet-15739	77	23	variables	variable	NOUN
cet-15739	77	24	but	but	CCONJ
cet-15739	77	25	also	also	ADV
cet-15739	77	26	by	by	ADP
cet-15739	77	27	factors	factor	NOUN
cet-15739	77	28	such	such	ADJ
cet-15739	77	29	as	as	ADP
cet-15739	77	30	infrastructure	infrastructure	NOUN
cet-15739	77	31	development	development	NOUN
cet-15739	77	32	,	,	PUNCT
cet-15739	77	33	the	the	DET
cet-15739	77	34	proportion	proportion	NOUN
cet-15739	77	35	of	of	ADP
cet-15739	77	36	public	public	ADJ
cet-15739	77	37	space	space	NOUN
cet-15739	77	38	,	,	PUNCT
cet-15739	77	39	settlement	settlement	NOUN
cet-15739	77	40	morphology	morphology	NOUN
cet-15739	77	41	,	,	PUNCT
cet-15739	77	42	and	and	CCONJ
cet-15739	77	43	the	the	DET
cet-15739	77	44	technological	technological	ADJ
cet-15739	77	45	characteristics	characteristic	NOUN
cet-15739	77	46	of	of	ADP
cet-15739	77	47	lighting	lighting	NOUN
cet-15739	77	48	systems	system	NOUN
cet-15739	77	49	.	.	PUNCT
cet-15739	78	1	therefore	therefore	ADV
cet-15739	78	2	,	,	PUNCT
cet-15739	78	3	the	the	DET
cet-15739	78	4	per	per	ADP
cet-15739	78	5	capita	capita	X
cet-15739	78	6	consumption	consumption	NOUN
cet-15739	78	7	indicator	indicator	NOUN
cet-15739	78	8	,	,	PUNCT
cet-15739	78	9	while	while	SCONJ
cet-15739	78	10	informative	informative	ADJ
cet-15739	78	11	,	,	PUNCT
cet-15739	78	12	is	be	AUX
cet-15739	78	13	not	not	PART
cet-15739	78	14	in	in	ADP
cet-15739	78	15	itself	itself	PRON
cet-15739	78	16	sufficient	sufficient	ADJ
cet-15739	78	17	for	for	ADP
cet-15739	78	18	drawing	draw	VERB
cet-15739	78	19	conclusions	conclusion	NOUN
cet-15739	78	20	about	about	ADP
cet-15739	78	21	efficiency	efficiency	NOUN
cet-15739	78	22	or	or	CCONJ
cet-15739	78	23	sustainability	sustainability	NOUN
cet-15739	78	24	.	.	PUNCT
cet-15739	79	1	rather	rather	ADV
cet-15739	79	2	,	,	PUNCT
cet-15739	79	3	it	it	PRON
cet-15739	79	4	serves	serve	VERB
cet-15739	79	5	an	an	DET
cet-15739	79	6	indicative	indicative	ADJ
cet-15739	79	7	function	function	NOUN
cet-15739	79	8	and	and	CCONJ
cet-15739	79	9	should	should	AUX
cet-15739	79	10	be	be	AUX
cet-15739	79	11	interpreted	interpret	VERB
cet-15739	79	12	in	in	ADP
cet-15739	79	13	conjunction	conjunction	NOUN
cet-15739	79	14	with	with	ADP
cet-15739	79	15	qualitative	qualitative	ADJ
cet-15739	79	16	and	and	CCONJ
cet-15739	79	17	contextual	contextual	ADJ
cet-15739	79	18	analyses	analysis	NOUN
cet-15739	79	19	.	.	PUNCT
cet-15739	80	1	in	in	ADP
cet-15739	80	2	addition	addition	NOUN
cet-15739	80	3	to	to	ADP
cet-15739	80	4	examining	examine	VERB
cet-15739	80	5	consumption	consumption	NOUN
cet-15739	80	6	levels	level	NOUN
cet-15739	80	7	and	and	CCONJ
cet-15739	80	8	per	per	ADP
cet-15739	80	9	capita	capita	NOUN
cet-15739	80	10	indicators	indicator	NOUN
cet-15739	80	11	,	,	PUNCT
cet-15739	80	12	the	the	DET
cet-15739	80	13	analysis	analysis	NOUN
cet-15739	80	14	also	also	ADV
cet-15739	80	15	accounts	account	VERB
cet-15739	80	16	for	for	ADP
cet-15739	80	17	estimated	estimate	VERB
cet-15739	80	18	electricity	electricity	NOUN
cet-15739	80	19	losses	loss	NOUN
cet-15739	80	20	associated	associate	VERB
cet-15739	80	21	with	with	ADP
cet-15739	80	22	public	public	ADJ
cet-15739	80	23	lighting	lighting	NOUN
cet-15739	80	24	systems	system	NOUN
cet-15739	80	25	.	.	PUNCT
cet-15739	81	1	these	these	DET
cet-15739	81	2	losses	loss	NOUN
cet-15739	81	3	,	,	PUNCT
cet-15739	81	4	which	which	PRON
cet-15739	81	5	arise	arise	VERB
cet-15739	81	6	from	from	ADP
cet-15739	81	7	technical	technical	ADJ
cet-15739	81	8	inefficiencies	inefficiency	NOUN
cet-15739	81	9	such	such	ADJ
cet-15739	81	10	as	as	ADP
cet-15739	81	11	outdated	outdated	ADJ
cet-15739	81	12	infrastructure	infrastructure	NOUN
cet-15739	81	13	,	,	PUNCT
cet-15739	81	14	suboptimal	suboptimal	ADJ
cet-15739	81	15	grid	grid	NOUN
cet-15739	81	16	layouts	layout	NOUN
cet-15739	81	17	,	,	PUNCT
cet-15739	81	18	or	or	CCONJ
cet-15739	81	19	transmission	transmission	NOUN
cet-15739	81	20	and	and	CCONJ
cet-15739	81	21	distribution	distribution	NOUN
cet-15739	81	22	losses	loss	NOUN
cet-15739	81	23	,	,	PUNCT
cet-15739	81	24	can	can	AUX
cet-15739	81	25	significantly	significantly	ADV
cet-15739	81	26	distort	distort	VERB
cet-15739	81	27	the	the	DET
cet-15739	81	28	actual	actual	ADJ
cet-15739	81	29	energy	energy	NOUN
cet-15739	81	30	demand	demand	NOUN
cet-15739	81	31	profile	profile	NOUN
cet-15739	81	32	.	.	PUNCT
cet-15739	82	1	by	by	ADP
cet-15739	82	2	incorporating	incorporate	VERB
cet-15739	82	3	loss	loss	NOUN
cet-15739	82	4	estimation	estimation	NOUN
cet-15739	82	5	into	into	ADP
cet-15739	82	6	the	the	DET
cet-15739	82	7	spatial	spatial	ADJ
cet-15739	82	8	analysis	analysis	NOUN
cet-15739	82	9	,	,	PUNCT
cet-15739	82	10	a	a	DET
cet-15739	82	11	more	more	ADV
cet-15739	82	12	realistic	realistic	ADJ
cet-15739	82	13	assessment	assessment	NOUN
cet-15739	82	14	of	of	ADP
cet-15739	82	15	electricity	electricity	NOUN
cet-15739	82	16	usage	usage	NOUN
cet-15739	82	17	is	be	AUX
cet-15739	82	18	achieved	achieve	VERB
cet-15739	82	19	,	,	PUNCT
cet-15739	82	20	particularly	particularly	ADV
cet-15739	82	21	in	in	ADP
cet-15739	82	22	cases	case	NOUN
cet-15739	82	23	where	where	SCONJ
cet-15739	82	24	high	high	ADJ
cet-15739	82	25	per	per	ADP
cet-15739	82	26	capita	capita	NOUN
cet-15739	82	27	values	value	NOUN
cet-15739	82	28	may	may	AUX
cet-15739	82	29	be	be	AUX
cet-15739	82	30	partially	partially	ADV
cet-15739	82	31	attributed	attribute	VERB
cet-15739	82	32	to	to	ADP
cet-15739	82	33	inefficiencies	inefficiency	NOUN
cet-15739	82	34	rather	rather	ADV
cet-15739	82	35	than	than	ADP
cet-15739	82	36	actual	actual	ADJ
cet-15739	82	37	service	service	NOUN
cet-15739	82	38	needs	need	NOUN
cet-15739	82	39	.	.	PUNCT
cet-15739	83	1	figure	figure	NOUN
cet-15739	83	2	2	2	NUM
cet-15739	83	3	illustrates	illustrate	VERB
cet-15739	83	4	the	the	DET
cet-15739	83	5	calculated	calculated	ADJ
cet-15739	83	6	values	value	NOUN
cet-15739	83	7	of	of	ADP
cet-15739	83	8	these	these	DET
cet-15739	83	9	losses	loss	NOUN
cet-15739	83	10	across	across	ADP
cet-15739	83	11	the	the	DET
cet-15739	83	12	municipalities	municipality	NOUN
cet-15739	83	13	,	,	PUNCT
cet-15739	83	14	highlighting	highlight	VERB
cet-15739	83	15	spatial	spatial	ADJ
cet-15739	83	16	disparities	disparity	NOUN
cet-15739	83	17	and	and	CCONJ
cet-15739	83	18	drawing	draw	VERB
cet-15739	83	19	attention	attention	NOUN
cet-15739	83	20	to	to	ADP
cet-15739	83	21	areas	area	NOUN
cet-15739	83	22	where	where	SCONJ
cet-15739	83	23	modernization	modernization	NOUN
cet-15739	83	24	efforts	effort	NOUN
cet-15739	83	25	may	may	AUX
cet-15739	83	26	yield	yield	VERB
cet-15739	83	27	substantial	substantial	ADJ
cet-15739	83	28	improvements	improvement	NOUN
cet-15739	83	29	in	in	ADP
cet-15739	83	30	energy	energy	NOUN
cet-15739	83	31	efficiency	efficiency	NOUN
cet-15739	83	32	and	and	CCONJ
cet-15739	83	33	cost	cost	NOUN
cet-15739	83	34	-	-	PUNCT
cet-15739	83	35	effectiveness	effectiveness	NOUN
cet-15739	83	36	.	.	PUNCT
cet-15739	84	1	based	base	VERB
cet-15739	84	2	on	on	ADP
cet-15739	84	3	the	the	DET
cet-15739	84	4	settlement	settlement	NOUN
cet-15739	84	5	-	-	PUNCT
cet-15739	84	6	level	level	NOUN
cet-15739	84	7	data	datum	NOUN
cet-15739	84	8	regarding	regard	VERB
cet-15739	84	9	electricity	electricity	NOUN
cet-15739	84	10	losses	loss	NOUN
cet-15739	84	11	related	relate	VERB
cet-15739	84	12	to	to	ADP
cet-15739	84	13	public	public	ADJ
cet-15739	84	14	lighting	lighting	NOUN
cet-15739	84	15	,	,	PUNCT
cet-15739	84	16	it	it	PRON
cet-15739	84	17	can	can	AUX
cet-15739	84	18	be	be	AUX
cet-15739	84	19	concluded	conclude	VERB
cet-15739	84	20	that	that	SCONJ
cet-15739	84	21	there	there	PRON
cet-15739	84	22	are	be	VERB
cet-15739	84	23	significant	significant	ADJ
cet-15739	84	24	disparities	disparity	NOUN
cet-15739	84	25	both	both	CCONJ
cet-15739	84	26	in	in	ADP
cet-15739	84	27	absolute	absolute	ADJ
cet-15739	84	28	values	value	NOUN
cet-15739	84	29	and	and	CCONJ
cet-15739	84	30	in	in	ADP
cet-15739	84	31	per	per	ADP
cet-15739	84	32	capita	capita	NOUN
cet-15739	84	33	losses	loss	NOUN
cet-15739	84	34	.	.	PUNCT
cet-15739	85	1	larger	large	ADJ
cet-15739	85	2	cities	city	NOUN
cet-15739	85	3	such	such	ADJ
cet-15739	85	4	as	as	ADP
cet-15739	85	5	győr	győr	NOUN
cet-15739	85	6	,	,	PUNCT
cet-15739	85	7	mosonmagyaróvár	mosonmagyaróvár	PROPN
cet-15739	85	8	,	,	PUNCT
cet-15739	85	9	szombathely	szombathely	ADV
cet-15739	85	10	,	,	PUNCT
cet-15739	85	11	or	or	CCONJ
cet-15739	85	12	sárvár	sárvár	NOUN
cet-15739	85	13	naturally	naturally	ADV
cet-15739	85	14	exhibit	exhibit	VERB
cet-15739	85	15	higher	high	ADJ
cet-15739	85	16	total	total	ADJ
cet-15739	85	17	losses	loss	NOUN
cet-15739	85	18	,	,	PUNCT
cet-15739	85	19	which	which	PRON
cet-15739	85	20	can	can	AUX
cet-15739	85	21	be	be	AUX
cet-15739	85	22	attributed	attribute	VERB
cet-15739	85	23	to	to	ADP
cet-15739	85	24	factors	factor	NOUN
cet-15739	85	25	such	such	ADJ
cet-15739	85	26	as	as	ADP
cet-15739	85	27	population	population	NOUN
cet-15739	85	28	size	size	NOUN
cet-15739	85	29	,	,	PUNCT
cet-15739	85	30	the	the	DET
cet-15739	85	31	scale	scale	NOUN
cet-15739	85	32	of	of	ADP
cet-15739	85	33	infrastructure	infrastructure	NOUN
cet-15739	85	34	,	,	PUNCT
cet-15739	85	35	and	and	CCONJ
cet-15739	85	36	the	the	DET
cet-15739	85	37	extent	extent	NOUN
cet-15739	85	38	of	of	ADP
cet-15739	85	39	the	the	DET
cet-15739	85	40	distribution	distribution	NOUN
cet-15739	85	41	network	network	NOUN
cet-15739	85	42	.	.	PUNCT
cet-15739	86	1	however	however	ADV
cet-15739	86	2	,	,	PUNCT
cet-15739	86	3	the	the	DET
cet-15739	86	4	per	per	ADP
cet-15739	86	5	capita	capita	NOUN
cet-15739	86	6	values	value	NOUN
cet-15739	86	7	provide	provide	VERB
cet-15739	86	8	a	a	DET
cet-15739	86	9	more	more	ADV
cet-15739	86	10	nuanced	nuanced	ADJ
cet-15739	86	11	perspective	perspective	NOUN
cet-15739	86	12	on	on	ADP
cet-15739	86	13	local	local	ADJ
cet-15739	86	14	efficiency	efficiency	NOUN
cet-15739	86	15	.	.	PUNCT
cet-15739	87	1	there	there	PRON
cet-15739	87	2	are	be	VERB
cet-15739	87	3	smaller	small	ADJ
cet-15739	87	4	settlements	settlement	NOUN
cet-15739	87	5	where	where	SCONJ
cet-15739	87	6	,	,	PUNCT
cet-15739	87	7	despite	despite	SCONJ
cet-15739	87	8	the	the	DET
cet-15739	87	9	low	low	ADJ
cet-15739	87	10	total	total	ADJ
cet-15739	87	11	losses	loss	NOUN
cet-15739	87	12	,	,	PUNCT
cet-15739	87	13	the	the	DET
cet-15739	87	14	per	per	ADP
cet-15739	87	15	capita	capita	NOUN
cet-15739	87	16	figures	figure	NOUN
cet-15739	87	17	are	be	AUX
cet-15739	87	18	relatively	relatively	ADV
cet-15739	87	19	high	high	ADJ
cet-15739	87	20	(	(	PUNCT
cet-15739	87	21	csér	csér	ADJ
cet-15739	87	22	,	,	PUNCT
cet-15739	87	23	bajánsenye	bajánsenye	NOUN
cet-15739	87	24	,	,	PUNCT
cet-15739	87	25	or	or	CCONJ
cet-15739	87	26	bük	bük	NOUN
cet-15739	87	27	)	)	PUNCT
cet-15739	87	28	.	.	PUNCT
cet-15739	88	1	in	in	ADP
cet-15739	88	2	the	the	DET
cet-15739	88	3	latter	latter	ADJ
cet-15739	88	4	case	case	NOUN
cet-15739	88	5	,	,	PUNCT
cet-15739	88	6	one	one	NUM
cet-15739	88	7	of	of	ADP
cet-15739	88	8	the	the	DET
cet-15739	88	9	highest	high	ADJ
cet-15739	88	10	per	per	ADP
cet-15739	88	11	capita	capita	NOUN
cet-15739	88	12	losses	loss	NOUN
cet-15739	88	13	(	(	PUNCT
cet-15739	88	14	17.9	17.9	NUM
cet-15739	88	15	kwh	kwh	NUM
cet-15739	88	16	/	/	SYM
cet-15739	88	17	person	person	NOUN
cet-15739	88	18	)	)	PUNCT
cet-15739	88	19	is	be	AUX
cet-15739	88	20	observed	observe	VERB
cet-15739	88	21	alongside	alongside	ADP
cet-15739	88	22	a	a	DET
cet-15739	88	23	low	low	ADJ
cet-15739	88	24	absolute	absolute	ADJ
cet-15739	88	25	loss	loss	NOUN
cet-15739	88	26	,	,	PUNCT
cet-15739	88	27	70	70	NUM
cet-15739	88	28	a	a	DET
cet-15739	88	29	result	result	NOUN
cet-15739	88	30	of	of	ADP
cet-15739	88	31	the	the	DET
cet-15739	88	32	small	small	ADJ
cet-15739	88	33	population	population	NOUN
cet-15739	88	34	inflating	inflate	VERB
cet-15739	88	35	the	the	DET
cet-15739	88	36	per	per	ADP
cet-15739	88	37	capita	capita	X
cet-15739	88	38	metric	metric	NOUN
cet-15739	88	39	.	.	PUNCT
cet-15739	89	1	in	in	ADP
cet-15739	89	2	contrast	contrast	NOUN
cet-15739	89	3	,	,	PUNCT
cet-15739	89	4	several	several	ADJ
cet-15739	89	5	medium	medium	ADJ
cet-15739	89	6	-	-	PUNCT
cet-15739	89	7	sized	sized	ADJ
cet-15739	89	8	settlements	settlement	NOUN
cet-15739	89	9	display	display	VERB
cet-15739	89	10	a	a	DET
cet-15739	89	11	more	more	ADV
cet-15739	89	12	balanced	balanced	ADJ
cet-15739	89	13	profile	profile	NOUN
cet-15739	89	14	,	,	PUNCT
cet-15739	89	15	with	with	ADP
cet-15739	89	16	both	both	CCONJ
cet-15739	89	17	absolute	absolute	ADJ
cet-15739	89	18	and	and	CCONJ
cet-15739	89	19	relative	relative	ADJ
cet-15739	89	20	losses	loss	NOUN
cet-15739	89	21	hovering	hover	VERB
cet-15739	89	22	around	around	ADP
cet-15739	89	23	the	the	DET
cet-15739	89	24	average	average	ADJ
cet-15739	89	25	(	(	PUNCT
cet-15739	89	26	figure	figure	NOUN
cet-15739	89	27	3	3	NUM
cet-15739	89	28	)	)	PUNCT
cet-15739	89	29	.	.	PUNCT
cet-15739	90	1	it	it	PRON
cet-15739	90	2	is	be	AUX
cet-15739	90	3	also	also	ADV
cet-15739	90	4	noteworthy	noteworthy	ADJ
cet-15739	90	5	that	that	SCONJ
cet-15739	90	6	in	in	ADP
cet-15739	90	7	the	the	DET
cet-15739	90	8	records	record	NOUN
cet-15739	90	9	for	for	ADP
cet-15739	90	10	several	several	ADJ
cet-15739	90	11	municipalities	municipality	NOUN
cet-15739	90	12	,	,	PUNCT
cet-15739	90	13	the	the	DET
cet-15739	90	14	value	value	NOUN
cet-15739	90	15	appears	appear	VERB
cet-15739	90	16	as	as	ADP
cet-15739	90	17	zero	zero	NUM
cet-15739	90	18	,	,	PUNCT
cet-15739	90	19	which	which	PRON
cet-15739	90	20	may	may	AUX
cet-15739	90	21	reflect	reflect	VERB
cet-15739	90	22	either	either	CCONJ
cet-15739	90	23	an	an	DET
cet-15739	90	24	actual	actual	ADJ
cet-15739	90	25	absence	absence	NOUN
cet-15739	90	26	of	of	ADP
cet-15739	90	27	losses	loss	NOUN
cet-15739	90	28	or	or	CCONJ
cet-15739	90	29	indicate	indicate	VERB
cet-15739	90	30	administrative	administrative	ADJ
cet-15739	90	31	shortcomings	shortcoming	NOUN
cet-15739	90	32	.	.	PUNCT
cet-15739	91	1	figure	figure	VERB
cet-15739	91	2	3	3	NUM
cet-15739	91	3	:	:	PUNCT
cet-15739	91	4	comparison	comparison	NOUN
cet-15739	91	5	of	of	ADP
cet-15739	91	6	the	the	DET
cet-15739	91	7	values	value	NOUN
cet-15739	91	8	of	of	ADP
cet-15739	91	9	the	the	DET
cet-15739	91	10	loss	loss	NOUN
cet-15739	91	11	factors	factor	NOUN
cet-15739	91	12	and	and	CCONJ
cet-15739	91	13	the	the	DET
cet-15739	91	14	population	population	NOUN
cet-15739	91	15	of	of	ADP
cet-15739	91	16	the	the	DET
cet-15739	91	17	municipalities	municipality	NOUN
cet-15739	91	18	overall	overall	ADJ
cet-15739	91	19	,	,	PUNCT
cet-15739	91	20	the	the	DET
cet-15739	91	21	dataset	dataset	NOUN
cet-15739	91	22	shows	show	VERB
cet-15739	91	23	substantial	substantial	ADJ
cet-15739	91	24	statistical	statistical	ADJ
cet-15739	91	25	variance	variance	NOUN
cet-15739	91	26	,	,	PUNCT
cet-15739	91	27	indicating	indicate	VERB
cet-15739	91	28	that	that	SCONJ
cet-15739	91	29	the	the	DET
cet-15739	91	30	energy	energy	NOUN
cet-15739	91	31	efficiency	efficiency	NOUN
cet-15739	91	32	of	of	ADP
cet-15739	91	33	public	public	ADJ
cet-15739	91	34	lighting	lighting	NOUN
cet-15739	91	35	systems	system	NOUN
cet-15739	91	36	is	be	AUX
cet-15739	91	37	highly	highly	ADV
cet-15739	91	38	heterogeneous	heterogeneous	ADJ
cet-15739	91	39	across	across	ADP
cet-15739	91	40	regions	region	NOUN
cet-15739	91	41	.	.	PUNCT
cet-15739	92	1	the	the	DET
cet-15739	92	2	highest	high	ADJ
cet-15739	92	3	per	per	ADP
cet-15739	92	4	capita	capita	NOUN
cet-15739	92	5	losses	loss	NOUN
cet-15739	92	6	exceed	exceed	VERB
cet-15739	92	7	0.02	0.02	NUM
cet-15739	92	8	mwh	mwh	PROPN
cet-15739	92	9	/	/	SYM
cet-15739	92	10	person	person	NOUN
cet-15739	92	11	,	,	PUNCT
cet-15739	92	12	while	while	SCONJ
cet-15739	92	13	numerous	numerous	ADJ
cet-15739	92	14	settlements	settlement	NOUN
cet-15739	92	15	report	report	VERB
cet-15739	92	16	values	value	NOUN
cet-15739	92	17	below	below	ADP
cet-15739	92	18	0.002	0.002	NUM
cet-15739	92	19	mwh	mwh	PROPN
cet-15739	92	20	/	/	SYM
cet-15739	92	21	person	person	NOUN
cet-15739	92	22	,	,	PUNCT
cet-15739	92	23	representing	represent	VERB
cet-15739	92	24	differences	difference	NOUN
cet-15739	92	25	of	of	ADP
cet-15739	92	26	up	up	ADP
cet-15739	92	27	to	to	ADP
cet-15739	92	28	an	an	DET
cet-15739	92	29	order	order	NOUN
cet-15739	92	30	of	of	ADP
cet-15739	92	31	magnitude	magnitude	NOUN
cet-15739	92	32	.	.	PUNCT
cet-15739	93	1	4	4	X
cet-15739	93	2	.	.	X
cet-15739	93	3	discussion	discussion	NOUN
cet-15739	93	4	the	the	DET
cet-15739	93	5	findings	finding	NOUN
cet-15739	93	6	highlight	highlight	VERB
cet-15739	93	7	that	that	SCONJ
cet-15739	93	8	electricity	electricity	NOUN
cet-15739	93	9	consumption	consumption	NOUN
cet-15739	93	10	for	for	ADP
cet-15739	93	11	public	public	ADJ
cet-15739	93	12	lighting	lighting	NOUN
cet-15739	93	13	and	and	CCONJ
cet-15739	93	14	the	the	DET
cet-15739	93	15	associated	associated	ADJ
cet-15739	93	16	energy	energy	NOUN
cet-15739	93	17	losses	loss	NOUN
cet-15739	93	18	are	be	AUX
cet-15739	93	19	not	not	PART
cet-15739	93	20	solely	solely	ADV
cet-15739	93	21	technical	technical	ADJ
cet-15739	93	22	or	or	CCONJ
cet-15739	93	23	economic	economic	ADJ
cet-15739	93	24	issues	issue	NOUN
cet-15739	93	25	,	,	PUNCT
cet-15739	93	26	but	but	CCONJ
cet-15739	93	27	are	be	AUX
cet-15739	93	28	also	also	ADV
cet-15739	93	29	closely	closely	ADV
cet-15739	93	30	linked	link	VERB
cet-15739	93	31	to	to	ADP
cet-15739	93	32	the	the	DET
cet-15739	93	33	problem	problem	NOUN
cet-15739	93	34	of	of	ADP
cet-15739	93	35	light	light	ADJ
cet-15739	93	36	pollution	pollution	NOUN
cet-15739	93	37	.	.	PUNCT
cet-15739	94	1	several	several	ADJ
cet-15739	94	2	previous	previous	ADJ
cet-15739	94	3	studies	study	NOUN
cet-15739	94	4	(	(	PUNCT
cet-15739	94	5	nadybal	nadybal	PROPN
cet-15739	94	6	et	et	PROPN
cet-15739	94	7	al	al	PROPN
cet-15739	94	8	.	.	PROPN
cet-15739	94	9	,	,	PUNCT
cet-15739	94	10	2020	2020	NUM
cet-15739	94	11	)	)	PUNCT
cet-15739	94	12	emphasize	emphasize	VERB
cet-15739	94	13	that	that	SCONJ
cet-15739	94	14	excessive	excessive	ADJ
cet-15739	94	15	,	,	PUNCT
cet-15739	94	16	poorly	poorly	ADV
cet-15739	94	17	directed	direct	VERB
cet-15739	94	18	,	,	PUNCT
cet-15739	94	19	or	or	CCONJ
cet-15739	94	20	outdated	outdated	ADJ
cet-15739	94	21	public	public	ADJ
cet-15739	94	22	lighting	lighting	NOUN
cet-15739	94	23	contributes	contribute	VERB
cet-15739	94	24	not	not	PART
cet-15739	94	25	only	only	ADV
cet-15739	94	26	to	to	ADP
cet-15739	94	27	energy	energy	NOUN
cet-15739	94	28	waste	waste	NOUN
cet-15739	94	29	but	but	CCONJ
cet-15739	94	30	also	also	ADV
cet-15739	94	31	to	to	ADP
cet-15739	94	32	significant	significant	ADJ
cet-15739	94	33	environmental	environmental	ADJ
cet-15739	94	34	impacts	impact	NOUN
cet-15739	94	35	,	,	PUNCT
cet-15739	94	36	particularly	particularly	ADV
cet-15739	94	37	in	in	ADP
cet-15739	94	38	terms	term	NOUN
cet-15739	94	39	of	of	ADP
cet-15739	94	40	nighttime	nighttime	ADJ
cet-15739	94	41	ecosystem	ecosystem	NOUN
cet-15739	94	42	disruption	disruption	NOUN
cet-15739	94	43	,	,	PUNCT
cet-15739	94	44	as	as	ADV
cet-15739	94	45	well	well	ADV
cet-15739	94	46	as	as	ADP
cet-15739	94	47	human	human	ADJ
cet-15739	94	48	health	health	NOUN
cet-15739	94	49	and	and	CCONJ
cet-15739	94	50	well	well	ADV
cet-15739	94	51	-	-	PUNCT
cet-15739	94	52	being	being	NOUN
cet-15739	94	53	.	.	PUNCT
cet-15739	95	1	the	the	DET
cet-15739	95	2	variation	variation	NOUN
cet-15739	95	3	in	in	ADP
cet-15739	95	4	per	per	ADP
cet-15739	95	5	capita	capita	NOUN
cet-15739	95	6	losses	loss	NOUN
cet-15739	95	7	across	across	ADP
cet-15739	95	8	the	the	DET
cet-15739	95	9	studied	study	VERB
cet-15739	95	10	municipalities	municipality	NOUN
cet-15739	95	11	can	can	AUX
cet-15739	95	12	,	,	PUNCT
cet-15739	95	13	in	in	ADP
cet-15739	95	14	part	part	NOUN
cet-15739	95	15	,	,	PUNCT
cet-15739	95	16	be	be	AUX
cet-15739	95	17	explained	explain	VERB
cet-15739	95	18	by	by	ADP
cet-15739	95	19	the	the	DET
cet-15739	95	20	presence	presence	NOUN
cet-15739	95	21	of	of	ADP
cet-15739	95	22	oversized	oversized	ADJ
cet-15739	95	23	or	or	CCONJ
cet-15739	95	24	inefficient	inefficient	ADJ
cet-15739	95	25	lighting	lighting	NOUN
cet-15739	95	26	systems	system	NOUN
cet-15739	95	27	,	,	PUNCT
cet-15739	95	28	which	which	PRON
cet-15739	95	29	often	often	ADV
cet-15739	95	30	lack	lack	VERB
cet-15739	95	31	modern	modern	ADJ
cet-15739	95	32	control	control	NOUN
cet-15739	95	33	technologies	technology	NOUN
cet-15739	95	34	such	such	ADJ
cet-15739	95	35	as	as	ADP
cet-15739	95	36	timers	timer	NOUN
cet-15739	95	37	,	,	PUNCT
cet-15739	95	38	motion	motion	NOUN
cet-15739	95	39	sensors	sensor	NOUN
cet-15739	95	40	,	,	PUNCT
cet-15739	95	41	or	or	CCONJ
cet-15739	95	42	light	light	ADJ
cet-15739	95	43	-	-	PUNCT
cet-15739	95	44	sensitive	sensitive	ADJ
cet-15739	95	45	switches	switch	NOUN
cet-15739	95	46	.	.	PUNCT
cet-15739	96	1	these	these	DET
cet-15739	96	2	systems	system	NOUN
cet-15739	96	3	not	not	PART
cet-15739	96	4	only	only	ADV
cet-15739	96	5	waste	waste	VERB
cet-15739	96	6	energy	energy	NOUN
cet-15739	96	7	but	but	CCONJ
cet-15739	96	8	also	also	ADV
cet-15739	96	9	generate	generate	VERB
cet-15739	96	10	unnecessary	unnecessary	ADJ
cet-15739	96	11	light	light	ADJ
cet-15739	96	12	pollution	pollution	NOUN
cet-15739	96	13	,	,	PUNCT
cet-15739	96	14	especially	especially	ADV
cet-15739	96	15	in	in	ADP
cet-15739	96	16	small	small	ADJ
cet-15739	96	17	,	,	PUNCT
cet-15739	96	18	sparsely	sparsely	ADV
cet-15739	96	19	populated	populated	ADJ
cet-15739	96	20	,	,	PUNCT
cet-15739	96	21	or	or	CCONJ
cet-15739	96	22	widely	widely	ADV
cet-15739	96	23	dispersed	disperse	VERB
cet-15739	96	24	settlements	settlement	NOUN
cet-15739	96	25	(	(	PUNCT
cet-15739	96	26	agramelal	agramelal	NOUN
cet-15739	96	27	et	et	PROPN
cet-15739	96	28	al	al	PROPN
cet-15739	96	29	.	.	PROPN
cet-15739	96	30	,	,	PUNCT
cet-15739	96	31	2023	2023	NUM
cet-15739	96	32	)	)	PUNCT
cet-15739	96	33	.	.	PUNCT
cet-15739	97	1	the	the	DET
cet-15739	97	2	link	link	NOUN
cet-15739	97	3	between	between	ADP
cet-15739	97	4	light	light	ADJ
cet-15739	97	5	pollution	pollution	NOUN
cet-15739	97	6	and	and	CCONJ
cet-15739	97	7	energy	energy	NOUN
cet-15739	97	8	loss	loss	NOUN
cet-15739	97	9	has	have	AUX
cet-15739	97	10	been	be	AUX
cet-15739	97	11	highlighted	highlight	VERB
cet-15739	97	12	in	in	ADP
cet-15739	97	13	previous	previous	ADJ
cet-15739	97	14	research	research	NOUN
cet-15739	97	15	(	(	PUNCT
cet-15739	97	16	e.g.	e.g.	ADV
cet-15739	97	17	,	,	PUNCT
cet-15739	97	18	gallaway	gallaway	NOUN
cet-15739	97	19	et	et	PROPN
cet-15739	97	20	al	al	PROPN
cet-15739	97	21	.	.	PROPN
cet-15739	97	22	,	,	PUNCT
cet-15739	97	23	2010	2010	NUM
cet-15739	97	24	)	)	PUNCT
cet-15739	97	25	,	,	PUNCT
cet-15739	97	26	which	which	PRON
cet-15739	97	27	suggests	suggest	VERB
cet-15739	97	28	that	that	SCONJ
cet-15739	97	29	more	more	ADV
cet-15739	97	30	efficient	efficient	ADJ
cet-15739	97	31	,	,	PUNCT
cet-15739	97	32	properly	properly	ADV
cet-15739	97	33	directed	direct	VERB
cet-15739	97	34	lighting	lighting	NOUN
cet-15739	97	35	can	can	AUX
cet-15739	97	36	simultaneously	simultaneously	ADV
cet-15739	97	37	reduce	reduce	VERB
cet-15739	97	38	energy	energy	NOUN
cet-15739	97	39	use	use	NOUN
cet-15739	97	40	and	and	CCONJ
cet-15739	97	41	mitigate	mitigate	VERB
cet-15739	97	42	artificial	artificial	ADJ
cet-15739	97	43	skyglow	skyglow	NOUN
cet-15739	97	44	(	(	PUNCT
cet-15739	97	45	wang	wang	PROPN
cet-15739	97	46	et	et	PROPN
cet-15739	97	47	al	al	PROPN
cet-15739	97	48	.	.	PROPN
cet-15739	97	49	,	,	PUNCT
cet-15739	97	50	2025	2025	NUM
cet-15739	97	51	)	)	PUNCT
cet-15739	97	52	.	.	PUNCT
cet-15739	98	1	the	the	DET
cet-15739	98	2	present	present	ADJ
cet-15739	98	3	paper	paper	NOUN
cet-15739	98	4	supports	support	VERB
cet-15739	98	5	this	this	DET
cet-15739	98	6	connection	connection	NOUN
cet-15739	98	7	,	,	PUNCT
cet-15739	98	8	particularly	particularly	ADV
cet-15739	98	9	in	in	ADP
cet-15739	98	10	municipalities	municipality	NOUN
cet-15739	98	11	where	where	SCONJ
cet-15739	98	12	high	high	ADJ
cet-15739	98	13	per	per	ADP
cet-15739	98	14	capita	capita	NOUN
cet-15739	98	15	losses	loss	NOUN
cet-15739	98	16	are	be	AUX
cet-15739	98	17	observed	observe	VERB
cet-15739	98	18	despite	despite	SCONJ
cet-15739	98	19	low	low	ADJ
cet-15739	98	20	absolute	absolute	ADJ
cet-15739	98	21	energy	energy	NOUN
cet-15739	98	22	use	use	NOUN
cet-15739	98	23	,	,	PUNCT
cet-15739	98	24	indicating	indicate	VERB
cet-15739	98	25	that	that	SCONJ
cet-15739	98	26	infrastructure	infrastructure	NOUN
cet-15739	98	27	inefficiencies	inefficiency	NOUN
cet-15739	98	28	may	may	AUX
cet-15739	98	29	lead	lead	VERB
cet-15739	98	30	to	to	ADP
cet-15739	98	31	both	both	DET
cet-15739	98	32	energy	energy	NOUN
cet-15739	98	33	and	and	CCONJ
cet-15739	98	34	environmental	environmental	ADJ
cet-15739	98	35	costs	cost	NOUN
cet-15739	98	36	(	(	PUNCT
cet-15739	98	37	pothukuchi	pothukuchi	ADJ
cet-15739	98	38	,	,	PUNCT
cet-15739	98	39	2021	2021	NUM
cet-15739	98	40	)	)	PUNCT
cet-15739	98	41	.	.	PUNCT
cet-15739	99	1	modernizing	modernize	VERB
cet-15739	99	2	public	public	ADJ
cet-15739	99	3	lighting	lighting	NOUN
cet-15739	99	4	systems	system	NOUN
cet-15739	99	5	can	can	AUX
cet-15739	99	6	be	be	AUX
cet-15739	99	7	justified	justify	VERB
cet-15739	99	8	not	not	PART
cet-15739	99	9	only	only	ADV
cet-15739	99	10	on	on	ADP
cet-15739	99	11	economic	economic	ADJ
cet-15739	99	12	grounds	ground	NOUN
cet-15739	99	13	,	,	PUNCT
cet-15739	99	14	but	but	CCONJ
cet-15739	99	15	also	also	ADV
cet-15739	99	16	from	from	ADP
cet-15739	99	17	an	an	DET
cet-15739	99	18	ecological	ecological	ADJ
cet-15739	99	19	perspective	perspective	NOUN
cet-15739	99	20	(	(	PUNCT
cet-15739	99	21	valiullin	valiullin	NOUN
cet-15739	99	22	,	,	PUNCT
cet-15739	99	23	2020	2020	NUM
cet-15739	99	24	)	)	PUNCT
cet-15739	99	25	.	.	PUNCT
cet-15739	100	1	the	the	DET
cet-15739	100	2	results	result	NOUN
cet-15739	100	3	suggest	suggest	VERB
cet-15739	100	4	that	that	SCONJ
cet-15739	100	5	improving	improve	VERB
cet-15739	100	6	energy	energy	NOUN
cet-15739	100	7	efficiency	efficiency	NOUN
cet-15739	100	8	and	and	CCONJ
cet-15739	100	9	reducing	reduce	VERB
cet-15739	100	10	light	light	ADJ
cet-15739	100	11	pollution	pollution	NOUN
cet-15739	100	12	are	be	AUX
cet-15739	100	13	closely	closely	ADV
cet-15739	100	14	interrelated	interrelated	ADJ
cet-15739	100	15	goals	goal	NOUN
cet-15739	100	16	,	,	PUNCT
cet-15739	100	17	and	and	CCONJ
cet-15739	100	18	that	that	SCONJ
cet-15739	100	19	spatial	spatial	ADJ
cet-15739	100	20	analysis	analysis	NOUN
cet-15739	100	21	of	of	ADP
cet-15739	100	22	losses	loss	NOUN
cet-15739	100	23	can	can	AUX
cet-15739	100	24	effectively	effectively	ADV
cet-15739	100	25	support	support	VERB
cet-15739	100	26	targeted	target	VERB
cet-15739	100	27	interventions	intervention	NOUN
cet-15739	100	28	in	in	ADP
cet-15739	100	29	areas	area	NOUN
cet-15739	100	30	most	most	ADV
cet-15739	100	31	in	in	ADP
cet-15739	100	32	need	need	NOUN
cet-15739	100	33	of	of	ADP
cet-15739	100	34	modernization	modernization	NOUN
cet-15739	100	35	.	.	PUNCT
cet-15739	101	1	5	5	X
cet-15739	101	2	.	.	X
cet-15739	101	3	conclusions	conclusion	NOUN
cet-15739	101	4	this	this	DET
cet-15739	101	5	paper	paper	NOUN
cet-15739	101	6	has	have	AUX
cet-15739	101	7	revealed	reveal	VERB
cet-15739	101	8	significant	significant	ADJ
cet-15739	101	9	spatial	spatial	ADJ
cet-15739	101	10	and	and	CCONJ
cet-15739	101	11	statistical	statistical	ADJ
cet-15739	101	12	disparities	disparity	NOUN
cet-15739	101	13	in	in	ADP
cet-15739	101	14	public	public	ADJ
cet-15739	101	15	lighting	lighting	NOUN
cet-15739	101	16	electricity	electricity	NOUN
cet-15739	101	17	consumption	consumption	NOUN
cet-15739	101	18	and	and	CCONJ
cet-15739	101	19	associated	associate	VERB
cet-15739	101	20	losses	loss	NOUN
cet-15739	101	21	across	across	ADP
cet-15739	101	22	municipalities	municipality	NOUN
cet-15739	101	23	in	in	ADP
cet-15739	101	24	the	the	DET
cet-15739	101	25	western	western	ADJ
cet-15739	101	26	transdanubia	transdanubia	PROPN
cet-15739	101	27	region	region	NOUN
cet-15739	101	28	.	.	PUNCT
cet-15739	102	1	while	while	SCONJ
cet-15739	102	2	larger	large	ADJ
cet-15739	102	3	cities	city	NOUN
cet-15739	102	4	tend	tend	VERB
cet-15739	102	5	to	to	PART
cet-15739	102	6	show	show	VERB
cet-15739	102	7	higher	high	ADJ
cet-15739	102	8	absolute	absolute	ADJ
cet-15739	102	9	values	value	NOUN
cet-15739	102	10	due	due	ADP
cet-15739	102	11	to	to	ADP
cet-15739	102	12	infrastructure	infrastructure	NOUN
cet-15739	102	13	scale	scale	NOUN
cet-15739	102	14	,	,	PUNCT
cet-15739	102	15	per	per	ADP
cet-15739	102	16	capita	capita	NOUN
cet-15739	102	17	indicators	indicator	NOUN
cet-15739	102	18	highlight	highlight	VERB
cet-15739	102	19	efficiency	efficiency	NOUN
cet-15739	102	20	issues	issue	NOUN
cet-15739	102	21	in	in	ADP
cet-15739	102	22	smaller	small	ADJ
cet-15739	102	23	settlements	settlement	NOUN
cet-15739	102	24	.	.	PUNCT
cet-15739	103	1	the	the	DET
cet-15739	103	2	findings	finding	NOUN
cet-15739	103	3	underscore	underscore	VERB
cet-15739	103	4	that	that	SCONJ
cet-15739	103	5	energy	energy	NOUN
cet-15739	103	6	losses	loss	NOUN
cet-15739	103	7	are	be	AUX
cet-15739	103	8	not	not	PART
cet-15739	103	9	merely	merely	ADV
cet-15739	103	10	technical	technical	ADJ
cet-15739	103	11	inefficiencies	inefficiency	NOUN
cet-15739	103	12	but	but	CCONJ
cet-15739	103	13	are	be	AUX
cet-15739	103	14	closely	closely	ADV
cet-15739	103	15	related	relate	VERB
cet-15739	103	16	to	to	ADP
cet-15739	103	17	the	the	DET
cet-15739	103	18	problem	problem	NOUN
cet-15739	103	19	of	of	ADP
cet-15739	103	20	light	light	ADJ
cet-15739	103	21	pollution	pollution	NOUN
cet-15739	103	22	,	,	PUNCT
cet-15739	103	23	especially	especially	ADV
cet-15739	103	24	in	in	ADP
cet-15739	103	25	areas	area	NOUN
cet-15739	103	26	with	with	ADP
cet-15739	103	27	outdated	outdated	ADJ
cet-15739	103	28	or	or	CCONJ
cet-15739	103	29	oversized	oversized	ADJ
cet-15739	103	30	lighting	lighting	NOUN
cet-15739	103	31	systems	system	NOUN
cet-15739	103	32	.	.	PUNCT
cet-15739	104	1	enhancing	enhance	VERB
cet-15739	104	2	energy	energy	NOUN
cet-15739	104	3	efficiency	efficiency	NOUN
cet-15739	104	4	through	through	ADP
cet-15739	104	5	modern	modern	ADJ
cet-15739	104	6	,	,	PUNCT
cet-15739	104	7	targeted	target	VERB
cet-15739	104	8	upgrades	upgrade	NOUN
cet-15739	104	9	can	can	AUX
cet-15739	104	10	simultaneously	simultaneously	ADV
cet-15739	104	11	reduce	reduce	VERB
cet-15739	104	12	public	public	ADJ
cet-15739	104	13	expenditures	expenditure	NOUN
cet-15739	104	14	,	,	PUNCT
cet-15739	104	15	environmental	environmental	ADJ
cet-15739	104	16	impacts	impact	NOUN
cet-15739	104	17	,	,	PUNCT
cet-15739	104	18	and	and	CCONJ
cet-15739	104	19	unnecessary	unnecessary	ADJ
cet-15739	104	20	artificial	artificial	ADJ
cet-15739	104	21	illumination	illumination	NOUN
cet-15739	104	22	.	.	PUNCT
cet-15739	105	1	the	the	DET
cet-15739	105	2	integration	integration	NOUN
cet-15739	105	3	of	of	ADP
cet-15739	105	4	loss	loss	NOUN
cet-15739	105	5	-	-	PUNCT
cet-15739	105	6	based	base	VERB
cet-15739	105	7	indicators	indicator	NOUN
cet-15739	105	8	into	into	ADP
cet-15739	105	9	municipal	municipal	ADJ
cet-15739	105	10	energy	energy	NOUN
cet-15739	105	11	audits	audits	NOUN
cet-15739	105	12	could	could	AUX
cet-15739	105	13	improve	improve	VERB
cet-15739	105	14	decision	decision	NOUN
cet-15739	105	15	-	-	PUNCT
cet-15739	105	16	making	make	VERB
cet-15739	105	17	transparency	transparency	NOUN
cet-15739	105	18	and	and	CCONJ
cet-15739	105	19	guide	guide	VERB
cet-15739	105	20	prioritization	prioritization	NOUN
cet-15739	105	21	of	of	ADP
cet-15739	105	22	71	71	NUM
cet-15739	105	23	modernization	modernization	NOUN
cet-15739	105	24	projects	project	NOUN
cet-15739	105	25	.	.	PUNCT
cet-15739	106	1	these	these	DET
cet-15739	106	2	results	result	NOUN
cet-15739	106	3	support	support	VERB
cet-15739	106	4	the	the	DET
cet-15739	106	5	need	need	NOUN
cet-15739	106	6	for	for	ADP
cet-15739	106	7	integrated	integrate	VERB
cet-15739	106	8	,	,	PUNCT
cet-15739	106	9	data	data	NOUN
cet-15739	106	10	-	-	PUNCT
cet-15739	106	11	driven	drive	VERB
cet-15739	106	12	approaches	approach	NOUN
cet-15739	106	13	to	to	ADP
cet-15739	106	14	public	public	ADJ
cet-15739	106	15	lighting	lighting	NOUN
cet-15739	106	16	modernization	modernization	NOUN
cet-15739	106	17	that	that	PRON
cet-15739	106	18	consider	consider	VERB
cet-15739	106	19	both	both	DET
cet-15739	106	20	energy	energy	NOUN
cet-15739	106	21	performance	performance	NOUN
cet-15739	106	22	and	and	CCONJ
cet-15739	106	23	ecological	ecological	ADJ
cet-15739	106	24	sustainability	sustainability	NOUN
cet-15739	106	25	.	.	PUNCT
cet-15739	107	1	references	reference	NOUN
cet-15739	107	2	agramelal	agramelal	PROPN
cet-15739	107	3	f.	f.	PROPN
cet-15739	107	4	,	,	PUNCT
cet-15739	107	5	sadik	sadik	PROPN
cet-15739	107	6	m.	m.	PROPN
cet-15739	107	7	,	,	PUNCT
cet-15739	107	8	moubarak	moubarak	PROPN
cet-15739	107	9	y.	y.	PROPN
cet-15739	107	10	,	,	PUNCT
cet-15739	107	11	abouzahir	abouzahir	PROPN
cet-15739	107	12	s.	s.	PROPN
cet-15739	107	13	,	,	PUNCT
cet-15739	107	14	2023	2023	NUM
cet-15739	107	15	,	,	PUNCT
cet-15739	107	16	smart	smart	ADJ
cet-15739	107	17	street	street	NOUN
cet-15739	107	18	light	light	PROPN
cet-15739	107	19	control	control	NOUN
cet-15739	107	20	:	:	PUNCT
cet-15739	107	21	a	a	DET
cet-15739	107	22	review	review	NOUN
cet-15739	107	23	on	on	ADP
cet-15739	107	24	methods	method	NOUN
cet-15739	107	25	,	,	PUNCT
cet-15739	107	26	innovations	innovation	NOUN
cet-15739	107	27	,	,	PUNCT
cet-15739	107	28	and	and	CCONJ
cet-15739	107	29	extended	extended	ADJ
cet-15739	107	30	applications	application	NOUN
cet-15739	107	31	.	.	PUNCT
cet-15739	108	1	energies	energy	NOUN
cet-15739	108	2	,	,	PUNCT
cet-15739	108	3	16	16	NUM
cet-15739	108	4	,	,	PUNCT
cet-15739	108	5	7415	7415	NUM
cet-15739	108	6	,	,	PUNCT
cet-15739	108	7	doi	doi	NOUN
cet-15739	108	8	:	:	PUNCT
cet-15739	108	9	10.3390	10.3390	NUM
cet-15739	108	10	/	/	SYM
cet-15739	108	11	en16217415	en16217415	PROPN
cet-15739	108	12	.	.	PUNCT
cet-15739	109	1	castilla	castilla	PROPN
cet-15739	109	2	n.	n.	PROPN
cet-15739	109	3	,	,	PUNCT
cet-15739	109	4	blanca	blanca	PROPN
cet-15739	109	5	-	-	PUNCT
cet-15739	109	6	giménez	giménez	PROPN
cet-15739	109	7	v.	v.	PROPN
cet-15739	109	8	,	,	PUNCT
cet-15739	109	9	pérez	pérez	NOUN
cet-15739	109	10	-	-	PUNCT
cet-15739	109	11	carramiñana	carramiñana	PROPN
cet-15739	109	12	c.	c.	PROPN
cet-15739	109	13	,	,	PUNCT
cet-15739	109	14	llinares	llinare	VERB
cet-15739	109	15	c.	c.	PROPN
cet-15739	109	16	,	,	PUNCT
cet-15739	109	17	2024	2024	NUM
cet-15739	109	18	,	,	PUNCT
cet-15739	109	19	the	the	DET
cet-15739	109	20	influence	influence	NOUN
cet-15739	109	21	of	of	ADP
cet-15739	109	22	the	the	DET
cet-15739	109	23	public	public	ADJ
cet-15739	109	24	lighting	lighting	NOUN
cet-15739	109	25	environment	environment	NOUN
cet-15739	109	26	on	on	ADP
cet-15739	109	27	local	local	ADJ
cet-15739	109	28	residents	resident	NOUN
cet-15739	109	29	’	’	PART
cet-15739	109	30	subjective	subjective	ADJ
cet-15739	109	31	assessment	assessment	NOUN
cet-15739	109	32	.	.	PUNCT
cet-15739	110	1	appl	appl	PROPN
cet-15739	110	2	.	.	PUNCT
cet-15739	111	1	sci	sci	PROPN
cet-15739	111	2	.	.	PROPN
cet-15739	111	3	,	,	PUNCT
cet-15739	111	4	14	14	NUM
cet-15739	111	5	,	,	PUNCT
cet-15739	111	6	1234	1234	NUM
cet-15739	111	7	,	,	PUNCT
cet-15739	111	8	doi	doi	NOUN
cet-15739	111	9	:	:	PUNCT
cet-15739	111	10	10.3390	10.3390	NUM
cet-15739	111	11	/	/	SYM
cet-15739	111	12	app14031234	app14031234	NOUN
cet-15739	111	13	.	.	PUNCT
cet-15739	112	1	cox	cox	PROPN
cet-15739	112	2	d.t.c	d.t.c	PROPN
cet-15739	112	3	.	.	PROPN
cet-15739	112	4	,	,	PUNCT
cet-15739	112	5	sánchez	sánchez	PROPN
cet-15739	112	6	de	de	PROPN
cet-15739	112	7	miguel	miguel	PROPN
cet-15739	112	8	a.	a.	PROPN
cet-15739	112	9	,	,	PUNCT
cet-15739	112	10	bennie	bennie	PROPN
cet-15739	112	11	j.	j.	PROPN
cet-15739	112	12	,	,	PUNCT
cet-15739	112	13	dzurjak	dzurjak	PROPN
cet-15739	112	14	s.a	s.a	PROPN
cet-15739	112	15	.	.	PROPN
cet-15739	112	16	,	,	PUNCT
cet-15739	112	17	gaston	gaston	PROPN
cet-15739	112	18	k.j	k.j	PROPN
cet-15739	112	19	.	.	PROPN
cet-15739	112	20	,	,	PUNCT
cet-15739	112	21	2022	2022	NUM
cet-15739	112	22	,	,	PUNCT
cet-15739	112	23	majority	majority	NOUN
cet-15739	112	24	of	of	ADP
cet-15739	112	25	artificially	artificially	ADV
cet-15739	112	26	lit	light	VERB
cet-15739	112	27	earth	earth	NOUN
cet-15739	112	28	surface	surface	NOUN
cet-15739	112	29	associated	associate	VERB
cet-15739	112	30	with	with	ADP
cet-15739	112	31	the	the	DET
cet-15739	112	32	non	non	ADJ
cet-15739	112	33	-	-	ADJ
cet-15739	112	34	urban	urban	ADJ
cet-15739	112	35	population	population	NOUN
cet-15739	112	36	.	.	PUNCT
cet-15739	113	1	sci	sci	PROPN
cet-15739	113	2	.	.	PUNCT
cet-15739	113	3	total	total	PROPN
cet-15739	113	4	environ	environ	PROPN
cet-15739	113	5	.	.	PROPN
cet-15739	113	6	,	,	PUNCT
cet-15739	113	7	841	841	NUM
cet-15739	113	8	,	,	PUNCT
cet-15739	113	9	156782	156782	NUM
cet-15739	113	10	,	,	PUNCT
cet-15739	113	11	doi	doi	NOUN
cet-15739	113	12	:	:	PUNCT
cet-15739	113	13	10.1016	10.1016	NUM
cet-15739	113	14	/	/	SYM
cet-15739	113	15	j.scitotenv.2022.156782	j.scitotenv.2022.156782	PROPN
cet-15739	113	16	.	.	PUNCT
cet-15739	114	1	cox	cox	PROPN
cet-15739	114	2	d.t.c	d.t.c	PROPN
cet-15739	114	3	.	.	PROPN
cet-15739	114	4	,	,	PUNCT
cet-15739	114	5	sánchez	sánchez	PROPN
cet-15739	114	6	de	de	PROPN
cet-15739	114	7	miguel	miguel	PROPN
cet-15739	114	8	a.	a.	PROPN
cet-15739	114	9	,	,	PUNCT
cet-15739	114	10	dzurjak	dzurjak	PROPN
cet-15739	114	11	s.a	s.a	PROPN
cet-15739	114	12	.	.	PROPN
cet-15739	114	13	,	,	PUNCT
cet-15739	114	14	bennie	bennie	PROPN
cet-15739	114	15	j.	j.	PROPN
cet-15739	114	16	,	,	PUNCT
cet-15739	114	17	gaston	gaston	PROPN
cet-15739	114	18	k.j	k.j	PROPN
cet-15739	114	19	.	.	PROPN
cet-15739	114	20	,	,	PUNCT
cet-15739	114	21	2020	2020	NUM
cet-15739	114	22	,	,	PUNCT
cet-15739	114	23	national	national	ADJ
cet-15739	114	24	scale	scale	NOUN
cet-15739	114	25	spatial	spatial	ADJ
cet-15739	114	26	variation	variation	NOUN
cet-15739	114	27	in	in	ADP
cet-15739	114	28	artificial	artificial	ADJ
cet-15739	114	29	light	light	NOUN
cet-15739	114	30	at	at	ADP
cet-15739	114	31	night	night	NOUN
cet-15739	114	32	.	.	PUNCT
cet-15739	115	1	remote	remote	PROPN
cet-15739	115	2	sens	sens	PROPN
cet-15739	115	3	.	.	PROPN
cet-15739	115	4	,	,	PUNCT
cet-15739	115	5	12	12	NUM
cet-15739	115	6	,	,	PUNCT
cet-15739	115	7	1591	1591	NUM
cet-15739	115	8	,	,	PUNCT
cet-15739	115	9	doi	doi	NOUN
cet-15739	115	10	:	:	PUNCT
cet-15739	115	11	10.3390	10.3390	NUM
cet-15739	115	12	/	/	SYM
cet-15739	115	13	rs12101591	rs12101591	NOUN
cet-15739	115	14	.	.	PUNCT
cet-15739	116	1	jägerbrand	jägerbrand	PROPN
cet-15739	116	2	a.k	a.k	PROPN
cet-15739	116	3	.	.	PROPN
cet-15739	116	4	,	,	PUNCT
cet-15739	116	5	2020	2020	NUM
cet-15739	116	6	,	,	PUNCT
cet-15739	116	7	synergies	synergy	NOUN
cet-15739	116	8	and	and	CCONJ
cet-15739	116	9	trade	trade	NOUN
cet-15739	116	10	-	-	PUNCT
cet-15739	116	11	offs	off	NOUN
cet-15739	116	12	between	between	ADP
cet-15739	116	13	sustainable	sustainable	ADJ
cet-15739	116	14	development	development	NOUN
cet-15739	116	15	and	and	CCONJ
cet-15739	116	16	energy	energy	NOUN
cet-15739	116	17	performance	performance	NOUN
cet-15739	116	18	of	of	ADP
cet-15739	116	19	exterior	exterior	ADJ
cet-15739	116	20	lighting	lighting	NOUN
cet-15739	116	21	.	.	PUNCT
cet-15739	117	1	energies	energy	NOUN
cet-15739	117	2	,	,	PUNCT
cet-15739	117	3	13	13	NUM
cet-15739	117	4	,	,	PUNCT
cet-15739	117	5	2245	2245	NUM
cet-15739	117	6	,	,	PUNCT
cet-15739	117	7	doi	doi	NOUN
cet-15739	117	8	:	:	PUNCT
cet-15739	117	9	10.3390	10.3390	NUM
cet-15739	117	10	/	/	SYM
cet-15739	117	11	en13092245	en13092245	PROPN
cet-15739	117	12	.	.	PUNCT
cet-15739	118	1	kolláth	kolláth	PROPN
cet-15739	118	2	z.	z.	PROPN
cet-15739	118	3	,	,	PUNCT
cet-15739	118	4	dömény	dömény	PROPN
cet-15739	118	5	a.	a.	PROPN
cet-15739	118	6	,	,	PUNCT
cet-15739	118	7	kolláth	kolláth	PROPN
cet-15739	118	8	k.	k.	PROPN
cet-15739	118	9	,	,	PUNCT
cet-15739	118	10	nagy	nagy	PROPN
cet-15739	118	11	b.	b.	PROPN
cet-15739	118	12	,	,	PUNCT
cet-15739	118	13	2016	2016	NUM
cet-15739	118	14	,	,	PUNCT
cet-15739	118	15	qualifying	qualify	VERB
cet-15739	118	16	lighting	lighting	NOUN
cet-15739	118	17	remodelling	remodelling	NOUN
cet-15739	118	18	in	in	ADP
cet-15739	118	19	a	a	DET
cet-15739	118	20	hungarian	hungarian	ADJ
cet-15739	118	21	city	city	NOUN
cet-15739	118	22	based	base	VERB
cet-15739	118	23	on	on	ADP
cet-15739	118	24	light	light	ADJ
cet-15739	118	25	pollution	pollution	NOUN
cet-15739	118	26	effects	effect	NOUN
cet-15739	118	27	.	.	PUNCT
cet-15739	119	1	j.	j.	PROPN
cet-15739	119	2	quant	quant	PROPN
cet-15739	119	3	.	.	PUNCT
cet-15739	120	1	spectrosc	spectrosc	PROPN
cet-15739	120	2	.	.	PUNCT
cet-15739	121	1	radiat	radiat	PROPN
cet-15739	121	2	.	.	PUNCT
cet-15739	122	1	transf	transf	PROPN
cet-15739	122	2	.	.	PROPN
cet-15739	122	3	,	,	PUNCT
cet-15739	122	4	181	181	NUM
cet-15739	122	5	,	,	PUNCT
cet-15739	122	6	46–51	46–51	NUM
cet-15739	122	7	,	,	PUNCT
cet-15739	122	8	doi	doi	NOUN
cet-15739	122	9	:	:	PUNCT
cet-15739	122	10	10.1016	10.1016	NUM
cet-15739	122	11	/	/	SYM
cet-15739	122	12	j.jqsrt.2016.02.025	j.jqsrt.2016.02.025	PROPN
cet-15739	122	13	.	.	PUNCT
cet-15739	123	1	köteles	köteles	PROPN
cet-15739	123	2	g.	g.	PROPN
cet-15739	123	3	,	,	PUNCT
cet-15739	123	4	torma	torma	NOUN
cet-15739	123	5	a.	a.	NOUN
cet-15739	123	6	,	,	PUNCT
cet-15739	123	7	2024	2024	NUM
cet-15739	123	8	,	,	PUNCT
cet-15739	123	9	analysing	analyse	VERB
cet-15739	123	10	the	the	DET
cet-15739	123	11	sustainability	sustainability	NOUN
cet-15739	123	12	effects	effect	NOUN
cet-15739	123	13	of	of	ADP
cet-15739	123	14	using	use	VERB
cet-15739	123	15	energy	energy	NOUN
cet-15739	123	16	storage	storage	NOUN
cet-15739	123	17	solutions	solution	NOUN
cet-15739	123	18	at	at	ADP
cet-15739	123	19	ecoindustrial	ecoindustrial	ADJ
cet-15739	123	20	parks	park	NOUN
cet-15739	123	21	.	.	PUNCT
cet-15739	124	1	chem	chem	NOUN
cet-15739	124	2	.	.	PUNCT
cet-15739	125	1	eng	eng	PROPN
cet-15739	125	2	.	.	PUNCT
cet-15739	126	1	trans	trans	PROPN
cet-15739	126	2	.	.	PROPN
cet-15739	126	3	,	,	PUNCT
cet-15739	126	4	114	114	NUM
cet-15739	126	5	,	,	PUNCT
cet-15739	126	6	1063	1063	NUM
cet-15739	126	7	-	-	SYM
cet-15739	126	8	1068	1068	NUM
cet-15739	126	9	,	,	PUNCT
cet-15739	126	10	doi	doi	NOUN
cet-15739	126	11	:	:	PUNCT
cet-15739	126	12	10.3303	10.3303	NUM
cet-15739	126	13	/	/	SYM
cet-15739	126	14	cet24114178	cet24114178	PROPN
cet-15739	126	15	.	.	PUNCT
cet-15739	127	1	macher	macher	PROPN
cet-15739	128	1	g.z	g.z	PROPN
cet-15739	128	2	.	.	PROPN
cet-15739	128	3	,	,	PUNCT
cet-15739	128	4	beke	beke	PROPN
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cet-15739	128	6	,	,	PUNCT
cet-15739	128	7	torma	torma	NOUN
cet-15739	128	8	a.	a.	NOUN
cet-15739	128	9	,	,	PUNCT
cet-15739	128	10	2023	2023	NUM
cet-15739	128	11	,	,	PUNCT
cet-15739	128	12	integrated	integrate	VERB
cet-15739	128	13	analysis	analysis	NOUN
cet-15739	128	14	and	and	CCONJ
cet-15739	128	15	assessment	assessment	NOUN
cet-15739	128	16	of	of	ADP
cet-15739	128	17	the	the	DET
cet-15739	128	18	hungarian	hungarian	ADJ
cet-15739	128	19	regions	region	NOUN
cet-15739	128	20	in	in	ADP
cet-15739	128	21	terms	term	NOUN
cet-15739	128	22	of	of	ADP
cet-15739	128	23	health	health	NOUN
cet-15739	128	24	problems	problem	NOUN
cet-15739	128	25	and	and	CCONJ
cet-15739	128	26	waste	waste	NOUN
cet-15739	128	27	management	management	NOUN
cet-15739	128	28	challenges	challenge	NOUN
cet-15739	128	29	caused	cause	VERB
cet-15739	128	30	by	by	ADP
cet-15739	128	31	asbestos	asbestos	NOUN
cet-15739	128	32	.	.	PUNCT
cet-15739	129	1	chem	chem	NOUN
cet-15739	129	2	.	.	PUNCT
cet-15739	130	1	eng	eng	PROPN
cet-15739	130	2	.	.	PUNCT
cet-15739	131	1	trans	trans	PROPN
cet-15739	131	2	.	.	PROPN
cet-15739	131	3	,	,	PUNCT
cet-15739	131	4	107	107	NUM
cet-15739	131	5	,	,	PUNCT
cet-15739	131	6	361–366	361–366	NUM
cet-15739	131	7	,	,	PUNCT
cet-15739	131	8	doi	doi	NOUN
cet-15739	131	9	:	:	PUNCT
cet-15739	131	10	10.3303	10.3303	NUM
cet-15739	131	11	/	/	SYM
cet-15739	131	12	cet23107061	cet23107061	NOUN
cet-15739	131	13	.	.	PUNCT
cet-15739	132	1	macher	macher	PROPN
cet-15739	132	2	g.z	g.z	PROPN
cet-15739	132	3	.	.	PROPN
cet-15739	132	4	,	,	PUNCT
cet-15739	132	5	pécsinger	pécsinger	PROPN
cet-15739	132	6	j.	j.	PROPN
cet-15739	132	7	,	,	PUNCT
cet-15739	132	8	sipos	sipos	PROPN
cet-15739	132	9	d.	d.	PROPN
cet-15739	132	10	,	,	PUNCT
cet-15739	132	11	2023	2023	NUM
cet-15739	132	12	,	,	PUNCT
cet-15739	132	13	the	the	DET
cet-15739	132	14	dissonances	dissonance	NOUN
cet-15739	132	15	of	of	ADP
cet-15739	132	16	asbestos	asbestos	NOUN
cet-15739	132	17	exposure	exposure	NOUN
cet-15739	132	18	and	and	CCONJ
cet-15739	132	19	the	the	DET
cet-15739	132	20	concept	concept	NOUN
cet-15739	132	21	of	of	ADP
cet-15739	132	22	sustainable	sustainable	ADJ
cet-15739	132	23	settlements	settlement	NOUN
cet-15739	132	24	in	in	ADP
cet-15739	132	25	the	the	DET
cet-15739	132	26	light	light	NOUN
cet-15739	132	27	of	of	ADP
cet-15739	132	28	the	the	DET
cet-15739	132	29	european	european	PROPN
cet-15739	132	30	union	union	PROPN
cet-15739	132	31	’s	’s	PART
cet-15739	132	32	2023	2023	NUM
cet-15739	132	33	asbestos	asbestos	NOUN
cet-15739	132	34	neutrality	neutrality	NOUN
cet-15739	132	35	objective	objective	NOUN
cet-15739	132	36	.	.	PUNCT
cet-15739	133	1	chem	chem	NOUN
cet-15739	133	2	.	.	PUNCT
cet-15739	134	1	eng	eng	PROPN
cet-15739	134	2	.	.	PUNCT
cet-15739	135	1	trans	trans	PROPN
cet-15739	135	2	.	.	PROPN
cet-15739	135	3	,	,	PUNCT
cet-15739	135	4	107	107	NUM
cet-15739	135	5	,	,	PUNCT
cet-15739	135	6	145–150	145–150	NUM
cet-15739	135	7	,	,	PUNCT
cet-15739	135	8	doi	doi	NOUN
cet-15739	135	9	:	:	PUNCT
cet-15739	135	10	10.3303	10.3303	NUM
cet-15739	135	11	/	/	SYM
cet-15739	135	12	cet23107025	cet23107025	NOUN
cet-15739	135	13	.	.	PUNCT
cet-15739	136	1	marnane	marnane	NOUN
cet-15739	136	2	i.	i.	NOUN
cet-15739	136	3	,	,	PUNCT
cet-15739	136	4	2022	2022	NUM
cet-15739	136	5	,	,	PUNCT
cet-15739	136	6	review	review	NOUN
cet-15739	136	7	and	and	CCONJ
cet-15739	136	8	assessment	assessment	NOUN
cet-15739	136	9	of	of	ADP
cet-15739	136	10	available	available	ADJ
cet-15739	136	11	information	information	NOUN
cet-15739	136	12	on	on	ADP
cet-15739	136	13	light	light	ADJ
cet-15739	136	14	pollution	pollution	NOUN
cet-15739	136	15	in	in	ADP
cet-15739	136	16	europe	europe	PROPN
cet-15739	136	17	.	.	PUNCT
cet-15739	137	1	etc	etc	X
cet-15739	137	2	he	he	PRON
cet-15739	137	3	report	report	VERB
cet-15739	137	4	,	,	PUNCT
cet-15739	137	5	2022/8	2022/8	NUM
cet-15739	137	6	,	,	PUNCT
cet-15739	137	7	doi	doi	NOUN
cet-15739	137	8	:	:	PUNCT
cet-15739	138	1	10.5281	10.5281	NUM
cet-15739	138	2	/	/	SYM
cet-15739	138	3	zenodo.7314224	zenodo.7314224	PROPN
cet-15739	138	4	.	.	PUNCT
cet-15739	138	5	morgan	morgan	PROPN
cet-15739	138	6	-	-	PUNCT
cet-15739	138	7	taylor	taylor	PROPN
cet-15739	138	8	m.	m.	NOUN
cet-15739	138	9	,	,	PUNCT
cet-15739	138	10	2023	2023	NUM
cet-15739	138	11	,	,	PUNCT
cet-15739	138	12	regulating	regulate	VERB
cet-15739	138	13	light	light	ADJ
cet-15739	138	14	pollution	pollution	NOUN
cet-15739	138	15	:	:	PUNCT
cet-15739	138	16	more	more	ADJ
cet-15739	138	17	than	than	ADP
cet-15739	138	18	just	just	ADV
cet-15739	138	19	the	the	DET
cet-15739	138	20	night	night	NOUN
cet-15739	138	21	sky	sky	NOUN
cet-15739	138	22	.	.	PUNCT
cet-15739	139	1	science	science	NOUN
cet-15739	139	2	,	,	PUNCT
cet-15739	139	3	380	380	NUM
cet-15739	139	4	,	,	PUNCT
cet-15739	139	5	1118–1120	1118–1120	NUM
cet-15739	139	6	,	,	PUNCT
cet-15739	139	7	doi	doi	NOUN
cet-15739	139	8	:	:	PUNCT
cet-15739	139	9	10.1126	10.1126	NUM
cet-15739	139	10	/	/	SYM
cet-15739	139	11	science.adh7723	science.adh7723	PROPN
cet-15739	139	12	.	.	PUNCT
cet-15739	140	1	nadybal	nadybal	PROPN
cet-15739	140	2	s.m	s.m	PROPN
cet-15739	140	3	.	.	PROPN
cet-15739	140	4	,	,	PUNCT
cet-15739	140	5	collins	collins	PROPN
cet-15739	141	1	t.w	t.w	PROPN
cet-15739	141	2	.	.	PROPN
cet-15739	141	3	,	,	PUNCT
cet-15739	141	4	grineski	grineski	PROPN
cet-15739	141	5	s.e	s.e	PROPN
cet-15739	141	6	.	.	PROPN
cet-15739	141	7	,	,	PUNCT
cet-15739	141	8	2020	2020	NUM
cet-15739	141	9	,	,	PUNCT
cet-15739	141	10	light	light	ADJ
cet-15739	141	11	pollution	pollution	NOUN
cet-15739	141	12	inequities	inequity	NOUN
cet-15739	141	13	in	in	ADP
cet-15739	141	14	the	the	DET
cet-15739	141	15	continental	continental	PROPN
cet-15739	141	16	united	united	PROPN
cet-15739	141	17	states	states	PROPN
cet-15739	141	18	:	:	PUNCT
cet-15739	141	19	a	a	DET
cet-15739	141	20	distributive	distributive	ADJ
cet-15739	141	21	environmental	environmental	ADJ
cet-15739	141	22	justice	justice	NOUN
cet-15739	141	23	analysis	analysis	NOUN
cet-15739	141	24	.	.	PUNCT
cet-15739	142	1	environ	environ	PROPN
cet-15739	142	2	res	res	PROPN
cet-15739	142	3	,	,	PUNCT
cet-15739	142	4	189	189	NUM
cet-15739	142	5	,	,	PUNCT
cet-15739	142	6	109959	109959	NUM
cet-15739	142	7	,	,	PUNCT
cet-15739	142	8	doi	doi	NOUN
cet-15739	142	9	:	:	PUNCT
cet-15739	142	10	10.1016	10.1016	NUM
cet-15739	142	11	/	/	SYM
cet-15739	142	12	j.envres.2020.109959	j.envres.2020.109959	NOUN
cet-15739	142	13	.	.	PUNCT
cet-15739	143	1	pothukuchi	pothukuchi	PROPN
cet-15739	143	2	k.	k.	PROPN
cet-15739	143	3	,	,	PUNCT
cet-15739	143	4	2021	2021	NUM
cet-15739	143	5	,	,	PUNCT
cet-15739	143	6	city	city	NOUN
cet-15739	143	7	light	light	NOUN
cet-15739	143	8	or	or	CCONJ
cet-15739	143	9	star	star	NOUN
cet-15739	143	10	bright	bright	ADJ
cet-15739	143	11	:	:	PUNCT
cet-15739	143	12	a	a	DET
cet-15739	143	13	review	review	NOUN
cet-15739	143	14	of	of	ADP
cet-15739	143	15	urban	urban	ADJ
cet-15739	143	16	light	light	NOUN
cet-15739	143	17	pollution	pollution	NOUN
cet-15739	143	18	,	,	PUNCT
cet-15739	143	19	impacts	impact	NOUN
cet-15739	143	20	,	,	PUNCT
cet-15739	143	21	and	and	CCONJ
cet-15739	143	22	planning	planning	NOUN
cet-15739	143	23	implications	implication	NOUN
cet-15739	143	24	.	.	PUNCT
cet-15739	144	1	j.	j.	PROPN
cet-15739	144	2	plan	plan	PROPN
cet-15739	144	3	.	.	PUNCT
cet-15739	145	1	lit	light	VERB
cet-15739	145	2	.	.	PUNCT
cet-15739	146	1	,	,	PUNCT
cet-15739	146	2	36	36	NUM
cet-15739	146	3	,	,	PUNCT
cet-15739	146	4	155–169	155–169	NUM
cet-15739	146	5	,	,	PUNCT
cet-15739	146	6	doi	doi	NOUN
cet-15739	146	7	:	:	PUNCT
cet-15739	146	8	10.1177/0885412220986421	10.1177/0885412220986421	NUM
cet-15739	146	9	.	.	NOUN
cet-15739	146	10	russart	russart	PROPN
cet-15739	146	11	k.l.g	k.l.g	PROPN
cet-15739	146	12	.	.	PROPN
cet-15739	146	13	,	,	PUNCT
cet-15739	147	1	nelson	nelson	PROPN
cet-15739	147	2	r.j	r.j	PROPN
cet-15739	147	3	.	.	PROPN
cet-15739	147	4	,	,	PUNCT
cet-15739	147	5	2018	2018	NUM
cet-15739	147	6	,	,	PUNCT
cet-15739	147	7	artificial	artificial	ADJ
cet-15739	147	8	light	light	NOUN
cet-15739	147	9	at	at	ADP
cet-15739	147	10	night	night	NOUN
cet-15739	147	11	alters	alter	VERB
cet-15739	147	12	behavior	behavior	NOUN
cet-15739	147	13	in	in	ADP
cet-15739	147	14	laboratory	laboratory	NOUN
cet-15739	147	15	and	and	CCONJ
cet-15739	147	16	wild	wild	ADJ
cet-15739	147	17	animals	animal	NOUN
cet-15739	147	18	.	.	PUNCT
cet-15739	148	1	j.	j.	PROPN
cet-15739	148	2	exp	exp	PROPN
cet-15739	148	3	.	.	PUNCT
cet-15739	149	1	zool	zool	PROPN
cet-15739	149	2	.	.	PUNCT
cet-15739	150	1	a	a	DET
cet-15739	150	2	ecol	ecol	NOUN
cet-15739	150	3	.	.	PUNCT
cet-15739	151	1	integr	integr	PROPN
cet-15739	151	2	.	.	PUNCT
cet-15739	152	1	physiol	physiol	PROPN
cet-15739	152	2	.	.	PUNCT
cet-15739	152	3	,	,	PUNCT
cet-15739	152	4	329	329	NUM
cet-15739	152	5	,	,	PUNCT
cet-15739	152	6	401–408	401–408	NUM
cet-15739	152	7	,	,	PUNCT
cet-15739	152	8	doi	doi	NOUN
cet-15739	152	9	:	:	PUNCT
cet-15739	152	10	10.1002	10.1002	NUM
cet-15739	152	11	/	/	SYM
cet-15739	152	12	jez.2173	jez.2173	NOUN
cet-15739	152	13	.	.	PUNCT
cet-15739	152	14	ściężor	ściężor	VERB
cet-15739	152	15	t.	t.	PROPN
cet-15739	152	16	,	,	PUNCT
cet-15739	152	17	2021	2021	NUM
cet-15739	152	18	,	,	PUNCT
cet-15739	152	19	effect	effect	NOUN
cet-15739	152	20	of	of	ADP
cet-15739	152	21	street	street	NOUN
cet-15739	152	22	lighting	lighting	NOUN
cet-15739	152	23	on	on	ADP
cet-15739	152	24	the	the	DET
cet-15739	152	25	urban	urban	ADJ
cet-15739	152	26	and	and	CCONJ
cet-15739	152	27	rural	rural	ADJ
cet-15739	152	28	night	night	NOUN
cet-15739	152	29	-	-	PUNCT
cet-15739	152	30	time	time	NOUN
cet-15739	152	31	radiance	radiance	NOUN
cet-15739	152	32	and	and	CCONJ
cet-15739	152	33	the	the	DET
cet-15739	152	34	brightness	brightness	NOUN
cet-15739	152	35	of	of	ADP
cet-15739	152	36	the	the	DET
cet-15739	152	37	night	night	NOUN
cet-15739	152	38	sky	sky	NOUN
cet-15739	152	39	.	.	PUNCT
cet-15739	153	1	remote	remote	PROPN
cet-15739	153	2	sens	sens	PROPN
cet-15739	153	3	.	.	PROPN
cet-15739	153	4	,	,	PUNCT
cet-15739	153	5	13	13	NUM
cet-15739	153	6	,	,	PUNCT
cet-15739	153	7	1654	1654	NUM
cet-15739	153	8	,	,	PUNCT
cet-15739	153	9	doi	doi	NOUN
cet-15739	153	10	:	:	PUNCT
cet-15739	153	11	10.3390	10.3390	NUM
cet-15739	153	12	/	/	SYM
cet-15739	153	13	rs13091654	rs13091654	PROPN
cet-15739	153	14	.	.	PUNCT
cet-15739	154	1	tavares	tavare	NOUN
cet-15739	154	2	p.	p.	PROPN
cet-15739	154	3	,	,	PUNCT
cet-15739	154	4	ingi	ingi	PROPN
cet-15739	154	5	d.	d.	PROPN
cet-15739	154	6	,	,	PUNCT
cet-15739	154	7	araújo	araújo	PROPN
cet-15739	154	8	l.	l.	PROPN
cet-15739	154	9	,	,	PUNCT
cet-15739	154	10	pinho	pinho	NOUN
cet-15739	154	11	p.	p.	PROPN
cet-15739	154	12	,	,	PUNCT
cet-15739	154	13	bhusal	bhusal	PROPN
cet-15739	154	14	p.	p.	NOUN
cet-15739	154	15	,	,	PUNCT
cet-15739	154	16	2021	2021	NUM
cet-15739	154	17	,	,	PUNCT
cet-15739	154	18	reviewing	review	VERB
cet-15739	154	19	the	the	DET
cet-15739	154	20	role	role	NOUN
cet-15739	154	21	of	of	ADP
cet-15739	154	22	outdoor	outdoor	ADJ
cet-15739	154	23	lighting	lighting	NOUN
cet-15739	154	24	in	in	ADP
cet-15739	154	25	achieving	achieve	VERB
cet-15739	154	26	sustainable	sustainable	ADJ
cet-15739	154	27	development	development	NOUN
cet-15739	154	28	goals	goal	NOUN
cet-15739	154	29	.	.	PUNCT
cet-15739	155	1	sustainability	sustainability	NOUN
cet-15739	155	2	,	,	PUNCT
cet-15739	155	3	13	13	NUM
cet-15739	155	4	,	,	PUNCT
cet-15739	155	5	12657	12657	NUM
cet-15739	155	6	,	,	PUNCT
cet-15739	155	7	doi	doi	NOUN
cet-15739	155	8	:	:	PUNCT
cet-15739	155	9	10.3390	10.3390	NUM
cet-15739	155	10	/	/	SYM
cet-15739	155	11	su132212657	su132212657	PROPN
cet-15739	155	12	.	.	PUNCT
cet-15739	156	1	tong	tong	PROPN
cet-15739	156	2	k.	k.	PROPN
cet-15739	156	3	,	,	PUNCT
cet-15739	156	4	ramaswami	ramaswami	NOUN
cet-15739	156	5	a.	a.	PROPN
cet-15739	156	6	,	,	PUNCT
cet-15739	156	7	xu	xu	PROPN
cet-15739	156	8	c.	c.	PROPN
cet-15739	156	9	,	,	PUNCT
cet-15739	156	10	feiock	feiock	PROPN
cet-15739	156	11	r.	r.	PROPN
cet-15739	156	12	,	,	PUNCT
cet-15739	156	13	schmitz	schmitz	PROPN
cet-15739	156	14	p.	p.	PROPN
cet-15739	156	15	,	,	PUNCT
cet-15739	156	16	ohlsen	ohlsen	VERB
cet-15739	156	17	m.	m.	NOUN
cet-15739	156	18	,	,	PUNCT
cet-15739	156	19	2021	2021	NUM
cet-15739	156	20	,	,	PUNCT
cet-15739	156	21	measuring	measure	VERB
cet-15739	156	22	social	social	ADJ
cet-15739	156	23	equity	equity	NOUN
cet-15739	156	24	in	in	ADP
cet-15739	156	25	urban	urban	ADJ
cet-15739	156	26	energy	energy	NOUN
cet-15739	156	27	use	use	NOUN
cet-15739	156	28	and	and	CCONJ
cet-15739	156	29	interventions	intervention	NOUN
cet-15739	156	30	using	use	VERB
cet-15739	156	31	fine	fine	ADJ
cet-15739	156	32	-	-	PUNCT
cet-15739	156	33	scale	scale	NOUN
cet-15739	156	34	data	datum	NOUN
cet-15739	156	35	.	.	PUNCT
cet-15739	157	1	proc	proc	PROPN
cet-15739	157	2	.	.	PUNCT
cet-15739	158	1	natl	natl	PROPN
cet-15739	158	2	.	.	PUNCT
cet-15739	159	1	acad	acad	PROPN
cet-15739	159	2	.	.	PUNCT
cet-15739	160	1	sci	sci	PROPN
cet-15739	160	2	.	.	PROPN
cet-15739	160	3	usa	usa	PROPN
cet-15739	160	4	,	,	PUNCT
cet-15739	160	5	118	118	NUM
cet-15739	160	6	,	,	PUNCT
cet-15739	160	7	e2023554118	e2023554118	NOUN
cet-15739	160	8	,	,	PUNCT
cet-15739	160	9	doi	doi	NOUN
cet-15739	160	10	:	:	PUNCT
cet-15739	160	11	10.1073	10.1073	NUM
cet-15739	160	12	/	/	SYM
cet-15739	160	13	pnas.2023554118	pnas.2023554118	NOUN
cet-15739	160	14	.	.	PUNCT
cet-15739	161	1	valiullin	valiullin	PROPN
cet-15739	161	2	k.r	k.r	PROPN
cet-15739	161	3	.	.	PROPN
cet-15739	161	4	,	,	PUNCT
cet-15739	161	5	2020	2020	NUM
cet-15739	161	6	,	,	PUNCT
cet-15739	161	7	the	the	DET
cet-15739	161	8	system	system	NOUN
cet-15739	161	9	of	of	ADP
cet-15739	161	10	indicators	indicator	NOUN
cet-15739	161	11	of	of	ADP
cet-15739	161	12	street	street	NOUN
cet-15739	161	13	lighting	lighting	NOUN
cet-15739	161	14	systems	system	NOUN
cet-15739	161	15	energy	energy	NOUN
cet-15739	161	16	efficiency	efficiency	NOUN
cet-15739	161	17	.	.	PUNCT
cet-15739	162	1	iop	iop	PROPN
cet-15739	162	2	conf	conf	PROPN
cet-15739	162	3	.	.	PUNCT
cet-15739	163	1	ser	ser	PROPN
cet-15739	163	2	.	.	PUNCT
cet-15739	164	1	mater	mater	PROPN
cet-15739	164	2	.	.	PUNCT
cet-15739	165	1	sci	sci	PROPN
cet-15739	165	2	.	.	PUNCT
cet-15739	166	1	eng	eng	PROPN
cet-15739	166	2	.	.	PROPN
cet-15739	166	3	,	,	PUNCT
cet-15739	166	4	791	791	NUM
cet-15739	166	5	,	,	PUNCT
cet-15739	166	6	012048	012048	NUM
cet-15739	166	7	,	,	PUNCT
cet-15739	166	8	doi	doi	NOUN
cet-15739	166	9	:	:	PUNCT
cet-15739	166	10	10.1088/1757	10.1088/1757	NOUN
cet-15739	166	11	-	-	NOUN
cet-15739	166	12	899x/791/1/012048	899x/791/1/012048	NUM
cet-15739	166	13	.	.	PUNCT
cet-15739	167	1	wang	wang	PROPN
cet-15739	167	2	z.	z.	PROPN
cet-15739	167	3	,	,	PUNCT
cet-15739	167	4	fan	fan	PROPN
cet-15739	167	5	q.	q.	PROPN
cet-15739	167	6	,	,	PUNCT
cet-15739	167	7	du	du	PROPN
cet-15739	167	8	z.	z.	PROPN
cet-15739	167	9	,	,	PUNCT
cet-15739	167	10	zhang	zhang	PROPN
cet-15739	167	11	m.	m.	PROPN
cet-15739	167	12	,	,	PUNCT
cet-15739	167	13	2025	2025	NUM
cet-15739	167	14	,	,	PUNCT
cet-15739	167	15	energy	energy	NOUN
cet-15739	167	16	-	-	PUNCT
cet-15739	167	17	efficient	efficient	ADJ
cet-15739	167	18	dynamic	dynamic	ADJ
cet-15739	167	19	street	street	NOUN
cet-15739	167	20	lighting	lighting	NOUN
cet-15739	167	21	optimization	optimization	NOUN
cet-15739	167	22	:	:	PUNCT
cet-15739	167	23	balancing	balance	VERB
cet-15739	167	24	pedestrian	pedestrian	NOUN
cet-15739	167	25	safety	safety	NOUN
cet-15739	167	26	and	and	CCONJ
cet-15739	167	27	energy	energy	NOUN
cet-15739	167	28	conservation	conservation	NOUN
cet-15739	167	29	.	.	PUNCT
cet-15739	168	1	buildings	building	NOUN
cet-15739	168	2	,	,	PUNCT
cet-15739	168	3	15	15	NUM
cet-15739	168	4	,	,	PUNCT
cet-15739	168	5	1377	1377	NUM
cet-15739	168	6	,	,	PUNCT
cet-15739	168	7	doi	doi	NOUN
cet-15739	168	8	:	:	PUNCT
cet-15739	168	9	10.3390	10.3390	NUM
cet-15739	168	10	/	/	SYM
cet-15739	168	11	buildings15081377	buildings15081377	PROPN
cet-15739	168	12	.	.	PUNCT
cet-15739	169	1	wei	wei	PROPN
cet-15739	169	2	y.	y.	PROPN
cet-15739	169	3	,	,	PUNCT
cet-15739	169	4	yuan	yuan	PROPN
cet-15739	169	5	h.	h.	PROPN
cet-15739	169	6	,	,	PUNCT
cet-15739	169	7	li	li	PROPN
cet-15739	169	8	h.	h.	PROPN
cet-15739	169	9	,	,	PUNCT
cet-15739	169	10	2024	2024	NUM
cet-15739	169	11	,	,	PUNCT
cet-15739	169	12	exploring	explore	VERB
cet-15739	169	13	the	the	DET
cet-15739	169	14	contribution	contribution	NOUN
cet-15739	169	15	of	of	ADP
cet-15739	169	16	advanced	advanced	ADJ
cet-15739	169	17	systems	system	NOUN
cet-15739	169	18	in	in	ADP
cet-15739	169	19	smart	smart	ADJ
cet-15739	169	20	city	city	NOUN
cet-15739	169	21	development	development	NOUN
cet-15739	169	22	for	for	ADP
cet-15739	169	23	the	the	DET
cet-15739	169	24	regeneration	regeneration	NOUN
cet-15739	169	25	of	of	ADP
cet-15739	169	26	urban	urban	ADJ
cet-15739	169	27	industrial	industrial	ADJ
cet-15739	169	28	heritage	heritage	NOUN
cet-15739	169	29	.	.	PUNCT
cet-15739	170	1	buildings	building	NOUN
cet-15739	170	2	,	,	PUNCT
cet-15739	170	3	14	14	NUM
cet-15739	170	4	,	,	PUNCT
cet-15739	170	5	583	583	NUM
cet-15739	170	6	,	,	PUNCT
cet-15739	170	7	doi	doi	NOUN
cet-15739	170	8	:	:	PUNCT
cet-15739	170	9	10.3390	10.3390	NUM
cet-15739	170	10	/	/	SYM
cet-15739	170	11	buildings14030583	buildings14030583	PROPN
cet-15739	170	12	.	.	PUNCT
cet-15739	171	1	zielinska	zielinska	PROPN
cet-15739	171	2	-	-	PUNCT
cet-15739	171	3	dabkowska	dabkowska	PROPN
cet-15739	171	4	k.m	k.m	PROPN
cet-15739	171	5	.	.	PROPN
cet-15739	171	6	,	,	PUNCT
cet-15739	171	7	schernhammer	schernhammer	PROPN
cet-15739	171	8	e.s	e.s	PROPN
cet-15739	171	9	.	.	PROPN
cet-15739	171	10	,	,	PUNCT
cet-15739	171	11	hanifin	hanifin	PROPN
cet-15739	171	12	j.p	j.p	PROPN
cet-15739	171	13	.	.	PROPN
cet-15739	171	14	,	,	PUNCT
cet-15739	171	15	brainard	brainard	PROPN
cet-15739	171	16	g.c	g.c	PROPN
cet-15739	171	17	.	.	PROPN
cet-15739	171	18	,	,	PUNCT
cet-15739	171	19	2023	2023	NUM
cet-15739	171	20	,	,	PUNCT
cet-15739	171	21	reducing	reduce	VERB
cet-15739	171	22	nighttime	nighttime	ADJ
cet-15739	171	23	light	light	ADJ
cet-15739	171	24	exposure	exposure	NOUN
cet-15739	171	25	in	in	ADP
cet-15739	171	26	the	the	DET
cet-15739	171	27	urban	urban	ADJ
cet-15739	171	28	environment	environment	NOUN
cet-15739	171	29	to	to	PART
cet-15739	171	30	benefit	benefit	VERB
cet-15739	171	31	human	human	ADJ
cet-15739	171	32	health	health	NOUN
cet-15739	171	33	and	and	CCONJ
cet-15739	171	34	society	society	NOUN
cet-15739	171	35	.	.	PUNCT
cet-15739	172	1	science	science	NOUN
cet-15739	172	2	,	,	PUNCT
cet-15739	172	3	380	380	NUM
cet-15739	172	4	,	,	PUNCT
cet-15739	172	5	1130–1135	1130–1135	NUM
cet-15739	172	6	,	,	PUNCT
cet-15739	172	7	doi	doi	NOUN
cet-15739	172	8	:	:	PUNCT
cet-15739	172	9	10.1126	10.1126	NUM
cet-15739	172	10	/	/	SYM
cet-15739	172	11	science.adg5277	science.adg5277	NOUN
cet-15739	172	12	.	.	PUNCT
cet-15739	173	1	zissis	zissis	PROPN
cet-15739	173	2	g.	g.	PROPN
cet-15739	173	3	,	,	PUNCT
cet-15739	173	4	2020	2020	NUM
cet-15739	173	5	,	,	PUNCT
cet-15739	173	6	sustainable	sustainable	ADJ
cet-15739	173	7	lighting	lighting	NOUN
cet-15739	173	8	and	and	CCONJ
cet-15739	173	9	light	light	ADJ
cet-15739	173	10	pollution	pollution	NOUN
cet-15739	173	11	:	:	PUNCT
cet-15739	173	12	a	a	DET
cet-15739	173	13	critical	critical	ADJ
cet-15739	173	14	issue	issue	NOUN
cet-15739	173	15	for	for	ADP
cet-15739	173	16	the	the	DET
cet-15739	173	17	present	present	ADJ
cet-15739	173	18	generation	generation	NOUN
cet-15739	173	19	,	,	PUNCT
cet-15739	173	20	a	a	DET
cet-15739	173	21	challenge	challenge	NOUN
cet-15739	173	22	to	to	ADP
cet-15739	173	23	the	the	DET
cet-15739	173	24	future	future	NOUN
cet-15739	173	25	.	.	PUNCT
cet-15739	174	1	sustainability	sustainability	NOUN
cet-15739	174	2	,	,	PUNCT
cet-15739	174	3	12	12	NUM
cet-15739	174	4	,	,	PUNCT
cet-15739	174	5	4552	4552	NUM
cet-15739	174	6	,	,	PUNCT
cet-15739	174	7	doi	doi	NOUN
cet-15739	174	8	:	:	PUNCT
cet-15739	174	9	/10.3390	/10.3390	PROPN
cet-15739	174	10	/	/	SYM
cet-15739	174	11	su12114552	su12114552	NOUN
cet-15739	174	12	.	.	PUNCT
cet-15739	175	1	72	72	NUM
cet-15739	175	2	cos25_0066.pdf	cos25_0066.pdf	NOUN
cet-15739	175	3	illuminating	illuminate	VERB
cet-15739	175	4	inequality	inequality	NOUN
cet-15739	175	5	:	:	PUNCT
cet-15739	175	6	public	public	ADJ
cet-15739	175	7	lighting	lighting	NOUN
cet-15739	175	8	energy	energy	NOUN
cet-15739	175	9	consumption	consumption	NOUN
cet-15739	175	10	and	and	CCONJ
cet-15739	175	11	light	light	ADJ
cet-15739	175	12	pollution	pollution	NOUN
cet-15739	175	13	in	in	ADP
cet-15739	175	14	urban	urban	ADJ
cet-15739	175	15	and	and	CCONJ
cet-15739	175	16	rural	rural	ADJ
cet-15739	175	17	contexts	context	NOUN