id	sid	tid	token	lemma	pos
ap-8344	1	1	acta	acta	PROPN
ap-8344	1	2	polytechnica	polytechnica	PROPN
ap-8344	1	3	https://doi.org/10.14311/ap.2023.63.0111	https://doi.org/10.14311/ap.2023.63.0111	PROPN
ap-8344	1	4	acta	acta	PROPN
ap-8344	1	5	polytechnica	polytechnica	PROPN
ap-8344	1	6	63(2):111–122	63(2):111–122	PROPN
ap-8344	1	7	,	,	PUNCT
ap-8344	1	8	2023	2023	NUM
ap-8344	1	9	©	©	ADP
ap-8344	1	10	2023	2023	NUM
ap-8344	1	11	the	the	DET
ap-8344	1	12	author(s	author(s	NOUN
ap-8344	1	13	)	)	PUNCT
ap-8344	1	14	.	.	PUNCT
ap-8344	2	1	licensed	license	VERB
ap-8344	2	2	under	under	ADP
ap-8344	2	3	a	a	DET
ap-8344	2	4	cc	cc	NOUN
ap-8344	2	5	-	-	PUNCT
ap-8344	2	6	by	by	ADP
ap-8344	2	7	4.0	4.0	NUM
ap-8344	2	8	licence	licence	NOUN
ap-8344	2	9	published	publish	VERB
ap-8344	2	10	by	by	ADP
ap-8344	2	11	the	the	DET
ap-8344	2	12	czech	czech	PROPN
ap-8344	2	13	technical	technical	PROPN
ap-8344	2	14	university	university	PROPN
ap-8344	2	15	in	in	ADP
ap-8344	2	16	prague	prague	PROPN
ap-8344	2	17	multidimensional	multidimensional	ADJ
ap-8344	2	18	mobile	mobile	ADJ
ap-8344	2	19	mapping	mapping	NOUN
ap-8344	2	20	and	and	CCONJ
ap-8344	2	21	integrated	integrate	VERB
ap-8344	2	22	approach	approach	NOUN
ap-8344	2	23	for	for	ADP
ap-8344	2	24	the	the	DET
ap-8344	2	25	digitalisation	digitalisation	NOUN
ap-8344	2	26	of	of	ADP
ap-8344	2	27	underground	underground	ADJ
ap-8344	2	28	transport	transport	NOUN
ap-8344	2	29	infrastructure	infrastructure	NOUN
ap-8344	2	30	federico	federico	PROPN
ap-8344	2	31	foriaa	foriaa	PROPN
ap-8344	2	32	,	,	PUNCT
ap-8344	2	33	mario	mario	PROPN
ap-8344	2	34	calicchioa	calicchioa	PROPN
ap-8344	2	35	,	,	PUNCT
ap-8344	2	36	laura	laura	PROPN
ap-8344	2	37	morettib,∗	morettib,∗	PROPN
ap-8344	2	38	,	,	PUNCT
ap-8344	2	39	giuseppe	giuseppe	PROPN
ap-8344	2	40	loprencipeb	loprencipeb	VERB
ap-8344	2	41	a	a	DET
ap-8344	2	42	ets	et	NOUN
ap-8344	2	43	s.r.l	s.r.l	NOUN
ap-8344	2	44	.	.	PUNCT
ap-8344	2	45	,	,	PUNCT
ap-8344	2	46	via	via	ADP
ap-8344	2	47	appia	appia	PROPN
ap-8344	2	48	nuova	nuova	PROPN
ap-8344	2	49	59	59	NUM
ap-8344	2	50	,	,	PUNCT
ap-8344	2	51	00183	00183	NUM
ap-8344	2	52	rome	rome	PROPN
ap-8344	2	53	,	,	PUNCT
ap-8344	2	54	italy	italy	PROPN
ap-8344	2	55	b	b	PROPN
ap-8344	2	56	sapienza	sapienza	PROPN
ap-8344	2	57	university	university	PROPN
ap-8344	2	58	of	of	ADP
ap-8344	2	59	rome	rome	PROPN
ap-8344	2	60	,	,	PUNCT
ap-8344	2	61	department	department	NOUN
ap-8344	2	62	of	of	ADP
ap-8344	2	63	civil	civil	ADJ
ap-8344	2	64	,	,	PUNCT
ap-8344	2	65	constructional	constructional	ADJ
ap-8344	2	66	and	and	CCONJ
ap-8344	2	67	environmental	environmental	ADJ
ap-8344	2	68	engineering	engineering	NOUN
ap-8344	2	69	,	,	PUNCT
ap-8344	2	70	via	via	ADP
ap-8344	2	71	eudossiana	eudossiana	PROPN
ap-8344	2	72	18	18	NUM
ap-8344	2	73	,	,	PUNCT
ap-8344	2	74	00184	00184	NUM
ap-8344	2	75	rome	rome	PROPN
ap-8344	2	76	,	,	PUNCT
ap-8344	2	77	italy	italy	PROPN
ap-8344	2	78	∗	∗	VERB
ap-8344	2	79	corresponding	correspond	VERB
ap-8344	2	80	author	author	NOUN
ap-8344	2	81	:	:	PUNCT
ap-8344	2	82	laura.moretti@uniromal.it	laura.moretti@uniromal.it	NOUN
ap-8344	2	83	abstract	abstract	ADJ
ap-8344	2	84	.	.	PUNCT
ap-8344	3	1	the	the	DET
ap-8344	3	2	tunnel	tunnel	NOUN
ap-8344	3	3	industry	industry	NOUN
ap-8344	3	4	has	have	AUX
ap-8344	3	5	started	start	VERB
ap-8344	3	6	focusing	focus	VERB
ap-8344	3	7	on	on	ADP
ap-8344	3	8	the	the	DET
ap-8344	3	9	maintenance	maintenance	NOUN
ap-8344	3	10	and	and	CCONJ
ap-8344	3	11	management	management	NOUN
ap-8344	3	12	challenges	challenge	NOUN
ap-8344	3	13	of	of	ADP
ap-8344	3	14	an	an	DET
ap-8344	3	15	existing	exist	VERB
ap-8344	3	16	infrastructure	infrastructure	NOUN
ap-8344	3	17	.	.	PUNCT
ap-8344	4	1	it	it	PRON
ap-8344	4	2	is	be	AUX
ap-8344	4	3	an	an	DET
ap-8344	4	4	urgent	urgent	ADJ
ap-8344	4	5	matter	matter	NOUN
ap-8344	4	6	in	in	ADP
ap-8344	4	7	industrialised	industrialised	ADJ
ap-8344	4	8	countries	country	NOUN
ap-8344	4	9	,	,	PUNCT
ap-8344	4	10	where	where	SCONJ
ap-8344	4	11	the	the	DET
ap-8344	4	12	stakeholders	stakeholder	NOUN
ap-8344	4	13	’	'	PUNCT
ap-8344	4	14	attention	attention	NOUN
ap-8344	4	15	is	be	AUX
ap-8344	4	16	increasing	increase	VERB
ap-8344	4	17	at	at	ADP
ap-8344	4	18	a	a	DET
ap-8344	4	19	fast	fast	ADJ
ap-8344	4	20	pace	pace	NOUN
ap-8344	4	21	considering	consider	VERB
ap-8344	4	22	the	the	DET
ap-8344	4	23	incidents	incident	NOUN
ap-8344	4	24	and	and	CCONJ
ap-8344	4	25	the	the	DET
ap-8344	4	26	disruptions	disruption	NOUN
ap-8344	4	27	caused	cause	VERB
ap-8344	4	28	by	by	ADP
ap-8344	4	29	improper	improper	ADJ
ap-8344	4	30	monitoring	monitoring	NOUN
ap-8344	4	31	and	and	CCONJ
ap-8344	4	32	maintenance	maintenance	NOUN
ap-8344	4	33	.	.	PUNCT
ap-8344	5	1	this	this	DET
ap-8344	5	2	paper	paper	NOUN
ap-8344	5	3	presents	present	VERB
ap-8344	5	4	an	an	DET
ap-8344	5	5	innovative	innovative	ADJ
ap-8344	5	6	methodology	methodology	NOUN
ap-8344	5	7	to	to	PART
ap-8344	5	8	survey	survey	VERB
ap-8344	5	9	and	and	CCONJ
ap-8344	5	10	inspect	inspect	VERB
ap-8344	5	11	existing	exist	VERB
ap-8344	5	12	railway	railway	NOUN
ap-8344	5	13	tunnels	tunnel	NOUN
ap-8344	5	14	through	through	ADP
ap-8344	5	15	multi	multi	ADJ
ap-8344	5	16	-	-	ADJ
ap-8344	5	17	dimensional	dimensional	ADJ
ap-8344	5	18	mobile	mobile	ADJ
ap-8344	5	19	mapping	mapping	NOUN
ap-8344	5	20	systems	system	NOUN
ap-8344	5	21	.	.	PUNCT
ap-8344	6	1	the	the	DET
ap-8344	6	2	proposed	propose	VERB
ap-8344	6	3	approach	approach	NOUN
ap-8344	6	4	belongs	belong	VERB
ap-8344	6	5	to	to	ADP
ap-8344	6	6	the	the	DET
ap-8344	6	7	digital	digital	ADJ
ap-8344	6	8	strategies	strategy	NOUN
ap-8344	6	9	for	for	ADP
ap-8344	6	10	infrastructure	infrastructure	NOUN
ap-8344	6	11	maintenance	maintenance	NOUN
ap-8344	6	12	.	.	PUNCT
ap-8344	7	1	an	an	DET
ap-8344	7	2	integrated	integrate	VERB
ap-8344	7	3	multidimensional	multidimensional	ADJ
ap-8344	7	4	survey	survey	NOUN
ap-8344	7	5	system	system	NOUN
ap-8344	7	6	(	(	PUNCT
ap-8344	7	7	archita	archita	NOUN
ap-8344	7	8	)	)	PUNCT
ap-8344	7	9	allows	allow	VERB
ap-8344	7	10	for	for	ADP
ap-8344	7	11	collecting	collect	VERB
ap-8344	7	12	information	information	NOUN
ap-8344	7	13	necessary	necessary	ADJ
ap-8344	7	14	for	for	ADP
ap-8344	7	15	the	the	DET
ap-8344	7	16	diagnostics	diagnostic	NOUN
ap-8344	7	17	of	of	ADP
ap-8344	7	18	a	a	DET
ap-8344	7	19	structure	structure	NOUN
ap-8344	7	20	with	with	ADP
ap-8344	7	21	non	non	ADJ
ap-8344	7	22	-	-	ADJ
ap-8344	7	23	destructive	destructive	ADJ
ap-8344	7	24	tests	test	NOUN
ap-8344	7	25	.	.	PUNCT
ap-8344	8	1	linear	linear	ADJ
ap-8344	8	2	cameras	camera	NOUN
ap-8344	8	3	,	,	PUNCT
ap-8344	8	4	thermographic	thermographic	ADJ
ap-8344	8	5	cameras	camera	NOUN
ap-8344	8	6	,	,	PUNCT
ap-8344	8	7	and	and	CCONJ
ap-8344	8	8	ground	ground	NOUN
ap-8344	8	9	-	-	PUNCT
ap-8344	8	10	penetrating	penetrate	VERB
ap-8344	8	11	radars	radar	NOUN
ap-8344	8	12	acquire	acquire	VERB
ap-8344	8	13	data	datum	NOUN
ap-8344	8	14	to	to	PART
ap-8344	8	15	be	be	AUX
ap-8344	8	16	digitalised	digitalise	VERB
ap-8344	8	17	and	and	CCONJ
ap-8344	8	18	manipulated	manipulate	VERB
ap-8344	8	19	in	in	ADP
ap-8344	8	20	different	different	ADJ
ap-8344	8	21	it	it	PRON
ap-8344	8	22	environments	environment	NOUN
ap-8344	8	23	.	.	PUNCT
ap-8344	9	1	the	the	DET
ap-8344	9	2	results	result	NOUN
ap-8344	9	3	,	,	PUNCT
ap-8344	9	4	in	in	ADP
ap-8344	9	5	terms	term	NOUN
ap-8344	9	6	of	of	ADP
ap-8344	9	7	the	the	DET
ap-8344	9	8	collected	collect	VERB
ap-8344	9	9	data	datum	NOUN
ap-8344	9	10	on	on	ADP
ap-8344	9	11	structural	structural	ADJ
ap-8344	9	12	defects	defect	NOUN
ap-8344	9	13	,	,	PUNCT
ap-8344	9	14	allow	allow	VERB
ap-8344	9	15	for	for	ADP
ap-8344	9	16	a	a	DET
ap-8344	9	17	new	new	ADJ
ap-8344	9	18	approach	approach	NOUN
ap-8344	9	19	for	for	ADP
ap-8344	9	20	the	the	DET
ap-8344	9	21	management	management	NOUN
ap-8344	9	22	and	and	CCONJ
ap-8344	9	23	identification	identification	NOUN
ap-8344	9	24	of	of	ADP
ap-8344	9	25	the	the	DET
ap-8344	9	26	risk	risk	NOUN
ap-8344	9	27	for	for	ADP
ap-8344	9	28	existing	exist	VERB
ap-8344	9	29	tunnels	tunnel	NOUN
ap-8344	9	30	(	(	PUNCT
ap-8344	9	31	miret	miret	NOUN
ap-8344	9	32	)	)	PUNCT
ap-8344	9	33	.	.	PUNCT
ap-8344	10	1	the	the	DET
ap-8344	10	2	innovative	innovative	ADJ
ap-8344	10	3	approach	approach	NOUN
ap-8344	10	4	aims	aim	VERB
ap-8344	10	5	at	at	ADP
ap-8344	10	6	a	a	DET
ap-8344	10	7	smart	smart	ADJ
ap-8344	10	8	integration	integration	NOUN
ap-8344	10	9	of	of	ADP
ap-8344	10	10	information	information	NOUN
ap-8344	10	11	and	and	CCONJ
ap-8344	10	12	models	model	NOUN
ap-8344	10	13	for	for	ADP
ap-8344	10	14	the	the	DET
ap-8344	10	15	facility	facility	NOUN
ap-8344	10	16	management	management	NOUN
ap-8344	10	17	of	of	ADP
ap-8344	10	18	the	the	DET
ap-8344	10	19	transport	transport	NOUN
ap-8344	10	20	system	system	NOUN
ap-8344	10	21	.	.	PUNCT
ap-8344	11	1	the	the	DET
ap-8344	11	2	workflow	workflow	NOUN
ap-8344	11	3	for	for	ADP
ap-8344	11	4	the	the	DET
ap-8344	11	5	digitalisation	digitalisation	NOUN
ap-8344	11	6	and	and	CCONJ
ap-8344	11	7	diagnosis	diagnosis	NOUN
ap-8344	11	8	from	from	ADP
ap-8344	11	9	mobile	mobile	ADJ
ap-8344	11	10	mapping	mapping	NOUN
ap-8344	11	11	data	datum	NOUN
ap-8344	11	12	has	have	AUX
ap-8344	11	13	been	be	AUX
ap-8344	11	14	implemented	implement	VERB
ap-8344	11	15	on	on	ADP
ap-8344	11	16	two	two	NUM
ap-8344	11	17	40km	40km	ADJ
ap-8344	11	18	-	-	PUNCT
ap-8344	11	19	long	long	ADJ
ap-8344	11	20	metro	metro	NOUN
ap-8344	11	21	tunnels	tunnel	NOUN
ap-8344	11	22	.	.	PUNCT
ap-8344	12	1	keywords	keyword	NOUN
ap-8344	12	2	:	:	PUNCT
ap-8344	12	3	miret	miret	PROPN
ap-8344	12	4	,	,	PUNCT
ap-8344	12	5	archita	archita	PROPN
ap-8344	12	6	,	,	PUNCT
ap-8344	12	7	mobile	mobile	NOUN
ap-8344	12	8	mapping	mapping	NOUN
ap-8344	12	9	,	,	PUNCT
ap-8344	12	10	tunnel	tunnel	NOUN
ap-8344	12	11	defects	defect	NOUN
ap-8344	12	12	,	,	PUNCT
ap-8344	12	13	railway	railway	NOUN
ap-8344	12	14	tunnels	tunnel	NOUN
ap-8344	12	15	.	.	PUNCT
ap-8344	13	1	1	1	X
ap-8344	13	2	.	.	X
ap-8344	13	3	introduction	introduction	NOUN
ap-8344	13	4	the	the	DET
ap-8344	13	5	main	main	ADJ
ap-8344	13	6	part	part	NOUN
ap-8344	13	7	of	of	ADP
ap-8344	13	8	european	european	PROPN
ap-8344	13	9	rail	rail	NOUN
ap-8344	13	10	network	network	NOUN
ap-8344	13	11	developed	develop	VERB
ap-8344	13	12	from	from	ADP
ap-8344	13	13	the	the	DET
ap-8344	13	14	second	second	ADJ
ap-8344	13	15	half	half	NOUN
ap-8344	13	16	of	of	ADP
ap-8344	13	17	the	the	DET
ap-8344	13	18	19th	19th	ADJ
ap-8344	13	19	century	century	NOUN
ap-8344	13	20	until	until	ADP
ap-8344	13	21	the	the	DET
ap-8344	13	22	beginning	beginning	NOUN
ap-8344	13	23	of	of	ADP
ap-8344	13	24	the	the	DET
ap-8344	13	25	20th	20th	ADJ
ap-8344	13	26	century	century	NOUN
ap-8344	14	1	[	[	X
ap-8344	14	2	1	1	NUM
ap-8344	14	3	]	]	X
ap-8344	14	4	:	:	PUNCT
ap-8344	14	5	its	its	PRON
ap-8344	14	6	average	average	ADJ
ap-8344	14	7	age	age	NOUN
ap-8344	14	8	is	be	AUX
ap-8344	14	9	approaching	approach	VERB
ap-8344	14	10	a	a	DET
ap-8344	14	11	century	century	NOUN
ap-8344	14	12	and	and	CCONJ
ap-8344	14	13	touches	touch	VERB
ap-8344	14	14	two	two	NUM
ap-8344	14	15	centuries	century	NOUN
ap-8344	14	16	over	over	ADP
ap-8344	14	17	the	the	DET
ap-8344	14	18	first	first	ADJ
ap-8344	14	19	lines	line	NOUN
ap-8344	14	20	built	build	VERB
ap-8344	14	21	[	[	PUNCT
ap-8344	14	22	2	2	NUM
ap-8344	14	23	]	]	PUNCT
ap-8344	14	24	.	.	PUNCT
ap-8344	15	1	high	high	ADJ
ap-8344	15	2	efficiency	efficiency	NOUN
ap-8344	15	3	and	and	CCONJ
ap-8344	15	4	safety	safety	NOUN
ap-8344	15	5	standards	standard	NOUN
ap-8344	15	6	should	should	AUX
ap-8344	15	7	be	be	AUX
ap-8344	15	8	maintained	maintain	VERB
ap-8344	15	9	;	;	PUNCT
ap-8344	15	10	to	to	PART
ap-8344	15	11	achieve	achieve	VERB
ap-8344	15	12	this	this	DET
ap-8344	15	13	goal	goal	NOUN
ap-8344	15	14	,	,	PUNCT
ap-8344	15	15	digital	digital	ADJ
ap-8344	15	16	tools	tool	NOUN
ap-8344	15	17	to	to	PART
ap-8344	15	18	manage	manage	VERB
ap-8344	15	19	infrastructure	infrastructure	NOUN
ap-8344	15	20	are	be	AUX
ap-8344	15	21	essential	essential	ADJ
ap-8344	15	22	[	[	X
ap-8344	15	23	3	3	NUM
ap-8344	15	24	,	,	PUNCT
ap-8344	15	25	4	4	NUM
ap-8344	15	26	]	]	PUNCT
ap-8344	15	27	.	.	PUNCT
ap-8344	16	1	particularly	particularly	ADV
ap-8344	16	2	,	,	PUNCT
ap-8344	16	3	railway	railway	NOUN
ap-8344	16	4	infrastructure	infrastructure	NOUN
ap-8344	16	5	managers	manager	NOUN
ap-8344	16	6	have	have	VERB
ap-8344	16	7	a	a	DET
ap-8344	16	8	number	number	NOUN
ap-8344	16	9	of	of	ADP
ap-8344	16	10	aging	age	VERB
ap-8344	16	11	tunnels	tunnel	NOUN
ap-8344	16	12	to	to	PART
ap-8344	16	13	be	be	AUX
ap-8344	16	14	maintained	maintain	VERB
ap-8344	16	15	[	[	PUNCT
ap-8344	16	16	5	5	NUM
ap-8344	16	17	]	]	PUNCT
ap-8344	16	18	with	with	ADP
ap-8344	16	19	increasing	increase	VERB
ap-8344	16	20	traffic	traffic	NOUN
ap-8344	16	21	volumes	volume	NOUN
ap-8344	16	22	[	[	X
ap-8344	16	23	6	6	NUM
ap-8344	16	24	]	]	PUNCT
ap-8344	16	25	.	.	PUNCT
ap-8344	17	1	therefore	therefore	ADV
ap-8344	17	2	,	,	PUNCT
ap-8344	17	3	the	the	DET
ap-8344	17	4	planning	planning	NOUN
ap-8344	17	5	and	and	CCONJ
ap-8344	17	6	management	management	NOUN
ap-8344	17	7	of	of	ADP
ap-8344	17	8	existing	exist	VERB
ap-8344	17	9	tunnels	tunnel	NOUN
ap-8344	17	10	is	be	AUX
ap-8344	17	11	a	a	DET
ap-8344	17	12	central	central	ADJ
ap-8344	17	13	challenge	challenge	NOUN
ap-8344	17	14	for	for	ADP
ap-8344	17	15	industrialised	industrialised	ADJ
ap-8344	17	16	countries	country	NOUN
ap-8344	17	17	.	.	PUNCT
ap-8344	18	1	subject	subject	ADJ
ap-8344	18	2	to	to	ADP
ap-8344	18	3	degradation	degradation	NOUN
ap-8344	18	4	through	through	ADP
ap-8344	18	5	time	time	NOUN
ap-8344	18	6	and	and	CCONJ
ap-8344	18	7	permanent	permanent	ADJ
ap-8344	18	8	interactions	interaction	NOUN
ap-8344	18	9	with	with	ADP
ap-8344	18	10	the	the	DET
ap-8344	18	11	environment	environment	NOUN
ap-8344	18	12	,	,	PUNCT
ap-8344	18	13	tunnel	tunnel	NOUN
ap-8344	18	14	structures	structure	NOUN
ap-8344	18	15	and	and	CCONJ
ap-8344	18	16	technological	technological	ADJ
ap-8344	18	17	equipment	equipment	NOUN
ap-8344	18	18	have	have	VERB
ap-8344	18	19	to	to	PART
ap-8344	18	20	undergo	undergo	VERB
ap-8344	18	21	substantial	substantial	ADJ
ap-8344	18	22	maintenance	maintenance	NOUN
ap-8344	18	23	and	and	CCONJ
ap-8344	18	24	repair	repair	NOUN
ap-8344	18	25	tasks	task	NOUN
ap-8344	18	26	to	to	PART
ap-8344	18	27	mitigate	mitigate	VERB
ap-8344	18	28	the	the	DET
ap-8344	18	29	risk	risk	NOUN
ap-8344	18	30	of	of	ADP
ap-8344	18	31	incidents	incident	NOUN
ap-8344	18	32	or	or	CCONJ
ap-8344	18	33	to	to	PART
ap-8344	18	34	extend	extend	VERB
ap-8344	18	35	their	their	PRON
ap-8344	18	36	service	service	NOUN
ap-8344	18	37	life	life	NOUN
ap-8344	18	38	[	[	X
ap-8344	18	39	7	7	NUM
ap-8344	18	40	,	,	PUNCT
ap-8344	18	41	8	8	NUM
ap-8344	18	42	]	]	PUNCT
ap-8344	18	43	.	.	PUNCT
ap-8344	19	1	nowadays	nowadays	ADV
ap-8344	19	2	,	,	PUNCT
ap-8344	19	3	the	the	DET
ap-8344	19	4	inspection	inspection	NOUN
ap-8344	19	5	of	of	ADP
ap-8344	19	6	tunnels	tunnel	NOUN
ap-8344	19	7	is	be	AUX
ap-8344	19	8	still	still	ADV
ap-8344	19	9	performed	perform	VERB
ap-8344	19	10	mainly	mainly	ADV
ap-8344	19	11	by	by	ADP
ap-8344	19	12	operators	operator	NOUN
ap-8344	19	13	on	on	ADP
ap-8344	19	14	the	the	DET
ap-8344	19	15	line	line	NOUN
ap-8344	19	16	during	during	ADP
ap-8344	19	17	a	a	DET
ap-8344	19	18	partial	partial	ADJ
ap-8344	19	19	or	or	CCONJ
ap-8344	19	20	total	total	ADJ
ap-8344	19	21	service	service	NOUN
ap-8344	19	22	disruption	disruption	NOUN
ap-8344	19	23	[	[	X
ap-8344	19	24	9	9	NUM
ap-8344	19	25	,	,	PUNCT
ap-8344	19	26	10	10	NUM
ap-8344	19	27	]	]	PUNCT
ap-8344	19	28	.	.	PUNCT
ap-8344	20	1	the	the	DET
ap-8344	20	2	operator	operator	NOUN
ap-8344	20	3	fills	fill	VERB
ap-8344	20	4	technical	technical	ADJ
ap-8344	20	5	sheets	sheet	NOUN
ap-8344	20	6	by	by	ADP
ap-8344	20	7	the	the	DET
ap-8344	20	8	owner	owner	NOUN
ap-8344	20	9	’s	’s	PART
ap-8344	20	10	standards	standard	NOUN
ap-8344	20	11	,	,	PUNCT
ap-8344	20	12	national	national	ADJ
ap-8344	20	13	codes	code	NOUN
ap-8344	20	14	,	,	PUNCT
ap-8344	20	15	and	and	CCONJ
ap-8344	20	16	practices	practice	NOUN
ap-8344	20	17	conducting	conduct	VERB
ap-8344	20	18	visual	visual	ADJ
ap-8344	20	19	inspections	inspection	NOUN
ap-8344	20	20	.	.	PUNCT
ap-8344	21	1	generally	generally	ADV
ap-8344	21	2	,	,	PUNCT
ap-8344	21	3	these	these	DET
ap-8344	21	4	forms	form	NOUN
ap-8344	21	5	contain	contain	VERB
ap-8344	21	6	general	general	ADJ
ap-8344	21	7	information	information	NOUN
ap-8344	21	8	about	about	ADP
ap-8344	21	9	the	the	DET
ap-8344	21	10	tunnel	tunnel	NOUN
ap-8344	21	11	(	(	PUNCT
ap-8344	21	12	e.g.	e.g.	ADV
ap-8344	21	13	,	,	PUNCT
ap-8344	21	14	name	name	NOUN
ap-8344	21	15	,	,	PUNCT
ap-8344	21	16	line	line	NOUN
ap-8344	21	17	,	,	PUNCT
ap-8344	21	18	length	length	NOUN
ap-8344	21	19	,	,	PUNCT
ap-8344	21	20	excavation	excavation	NOUN
ap-8344	21	21	type	type	NOUN
ap-8344	21	22	,	,	PUNCT
ap-8344	21	23	lining	lining	NOUN
ap-8344	21	24	material	material	NOUN
ap-8344	21	25	)	)	PUNCT
ap-8344	21	26	and	and	CCONJ
ap-8344	21	27	the	the	DET
ap-8344	21	28	outcome	outcome	NOUN
ap-8344	21	29	of	of	ADP
ap-8344	21	30	the	the	DET
ap-8344	21	31	inspection	inspection	NOUN
ap-8344	21	32	in	in	ADP
ap-8344	21	33	terms	term	NOUN
ap-8344	21	34	of	of	ADP
ap-8344	21	35	identified	identify	VERB
ap-8344	21	36	defects	defect	NOUN
ap-8344	21	37	of	of	ADP
ap-8344	21	38	tunnel	tunnel	NOUN
ap-8344	21	39	structures	structure	NOUN
ap-8344	21	40	.	.	PUNCT
ap-8344	22	1	the	the	DET
ap-8344	22	2	primary	primary	ADJ
ap-8344	22	3	defects	defect	NOUN
ap-8344	22	4	consist	consist	VERB
ap-8344	22	5	of	of	ADP
ap-8344	22	6	cracks	crack	NOUN
ap-8344	22	7	(	(	PUNCT
ap-8344	22	8	longitudinal	longitudinal	ADJ
ap-8344	22	9	,	,	PUNCT
ap-8344	22	10	transversal	transversal	ADJ
ap-8344	22	11	,	,	PUNCT
ap-8344	22	12	reticular	reticular	ADJ
ap-8344	22	13	,	,	PUNCT
ap-8344	22	14	and	and	CCONJ
ap-8344	22	15	local	local	ADJ
ap-8344	22	16	)	)	PUNCT
ap-8344	22	17	and	and	CCONJ
ap-8344	22	18	water	water	NOUN
ap-8344	22	19	phenomena	phenomenon	NOUN
ap-8344	22	20	(	(	PUNCT
ap-8344	22	21	leakages	leakage	NOUN
ap-8344	22	22	,	,	PUNCT
ap-8344	22	23	drops	drop	NOUN
ap-8344	22	24	,	,	PUNCT
ap-8344	22	25	and	and	CCONJ
ap-8344	22	26	infiltration	infiltration	NOUN
ap-8344	22	27	)	)	PUNCT
ap-8344	23	1	[	[	X
ap-8344	23	2	11	11	NUM
ap-8344	23	3	]	]	PUNCT
ap-8344	23	4	.	.	PUNCT
ap-8344	24	1	a	a	DET
ap-8344	24	2	set	set	NOUN
ap-8344	24	3	of	of	ADP
ap-8344	24	4	photos	photo	NOUN
ap-8344	24	5	is	be	AUX
ap-8344	24	6	taken	take	VERB
ap-8344	24	7	to	to	PART
ap-8344	24	8	be	be	AUX
ap-8344	24	9	attached	attach	VERB
ap-8344	24	10	to	to	ADP
ap-8344	24	11	the	the	DET
ap-8344	24	12	report	report	NOUN
ap-8344	24	13	;	;	PUNCT
ap-8344	24	14	the	the	DET
ap-8344	24	15	severity	severity	NOUN
ap-8344	24	16	and	and	CCONJ
ap-8344	24	17	extension	extension	NOUN
ap-8344	24	18	of	of	ADP
ap-8344	24	19	defects	defect	NOUN
ap-8344	24	20	are	be	AUX
ap-8344	24	21	quantified	quantify	VERB
ap-8344	24	22	using	use	VERB
ap-8344	24	23	subjective	subjective	ADJ
ap-8344	24	24	coefficients	coefficient	NOUN
ap-8344	24	25	.	.	PUNCT
ap-8344	25	1	the	the	DET
ap-8344	25	2	defects	defect	NOUN
ap-8344	25	3	are	be	AUX
ap-8344	25	4	combined	combine	VERB
ap-8344	25	5	to	to	PART
ap-8344	25	6	determine	determine	VERB
ap-8344	25	7	the	the	DET
ap-8344	25	8	hazard	hazard	NOUN
ap-8344	25	9	and	and	CCONJ
ap-8344	25	10	the	the	DET
ap-8344	25	11	priority	priority	NOUN
ap-8344	25	12	of	of	ADP
ap-8344	25	13	interventions	intervention	NOUN
ap-8344	25	14	.	.	PUNCT
ap-8344	26	1	this	this	DET
ap-8344	26	2	methodology	methodology	NOUN
ap-8344	26	3	is	be	AUX
ap-8344	26	4	still	still	ADV
ap-8344	26	5	the	the	DET
ap-8344	26	6	most	most	ADV
ap-8344	26	7	commonly	commonly	ADV
ap-8344	26	8	used	use	VERB
ap-8344	26	9	,	,	PUNCT
ap-8344	26	10	and	and	CCONJ
ap-8344	26	11	a	a	DET
ap-8344	26	12	large	large	ADJ
ap-8344	26	13	set	set	NOUN
ap-8344	26	14	of	of	ADP
ap-8344	26	15	infrastructures	infrastructure	NOUN
ap-8344	26	16	worldwide	worldwide	ADV
ap-8344	26	17	are	be	AUX
ap-8344	26	18	not	not	PART
ap-8344	26	19	checked	check	VERB
ap-8344	26	20	at	at	ADV
ap-8344	26	21	all	all	ADV
ap-8344	26	22	.	.	PUNCT
ap-8344	27	1	however	however	ADV
ap-8344	27	2	,	,	PUNCT
ap-8344	27	3	more	more	ADV
ap-8344	27	4	recent	recent	ADJ
ap-8344	27	5	technologies	technology	NOUN
ap-8344	27	6	allow	allow	VERB
ap-8344	27	7	the	the	DET
ap-8344	27	8	survey	survey	NOUN
ap-8344	27	9	and	and	CCONJ
ap-8344	27	10	inspection	inspection	NOUN
ap-8344	27	11	of	of	ADP
ap-8344	27	12	tunnels	tunnel	NOUN
ap-8344	27	13	and	and	CCONJ
ap-8344	27	14	infrastructures	infrastructure	NOUN
ap-8344	27	15	with	with	ADP
ap-8344	27	16	multi	multi	ADJ
ap-8344	27	17	-	-	ADJ
ap-8344	27	18	dimensional	dimensional	ADJ
ap-8344	27	19	mobile	mobile	ADJ
ap-8344	27	20	mapping	mapping	NOUN
ap-8344	27	21	and	and	CCONJ
ap-8344	27	22	digital	digital	ADJ
ap-8344	27	23	methodologies	methodology	NOUN
ap-8344	27	24	for	for	ADP
ap-8344	27	25	the	the	DET
ap-8344	27	26	analysis	analysis	NOUN
ap-8344	27	27	,	,	PUNCT
ap-8344	27	28	integration	integration	NOUN
ap-8344	27	29	,	,	PUNCT
ap-8344	27	30	and	and	CCONJ
ap-8344	27	31	management	management	NOUN
ap-8344	27	32	of	of	ADP
ap-8344	27	33	the	the	DET
ap-8344	27	34	priorities	priority	NOUN
ap-8344	27	35	along	along	ADP
ap-8344	27	36	the	the	DET
ap-8344	27	37	tunnel	tunnel	NOUN
ap-8344	27	38	[	[	X
ap-8344	27	39	12	12	NUM
ap-8344	27	40	,	,	PUNCT
ap-8344	27	41	13	13	NUM
ap-8344	27	42	]	]	PUNCT
ap-8344	27	43	.	.	PUNCT
ap-8344	28	1	a	a	DET
ap-8344	28	2	first	first	ADJ
ap-8344	28	3	advancement	advancement	NOUN
ap-8344	28	4	consists	consist	VERB
ap-8344	28	5	of	of	ADP
ap-8344	28	6	supporting	support	VERB
ap-8344	28	7	the	the	DET
ap-8344	28	8	inspection	inspection	NOUN
ap-8344	28	9	with	with	ADP
ap-8344	28	10	instruments	instrument	NOUN
ap-8344	28	11	to	to	PART
ap-8344	28	12	have	have	VERB
ap-8344	28	13	a	a	DET
ap-8344	28	14	three	three	NUM
ap-8344	28	15	-	-	PUNCT
ap-8344	28	16	dimensional	dimensional	ADJ
ap-8344	28	17	(	(	PUNCT
ap-8344	28	18	3d	3d	NOUN
ap-8344	28	19	)	)	PUNCT
ap-8344	28	20	point	point	NOUN
ap-8344	28	21	cloud	cloud	NOUN
ap-8344	28	22	(	(	PUNCT
ap-8344	28	23	geometry	geometry	NOUN
ap-8344	28	24	)	)	PUNCT
ap-8344	28	25	that	that	PRON
ap-8344	28	26	can	can	AUX
ap-8344	28	27	be	be	AUX
ap-8344	28	28	texturised	texturise	VERB
ap-8344	28	29	with	with	ADP
ap-8344	28	30	images	image	NOUN
ap-8344	28	31	[	[	X
ap-8344	28	32	14	14	NUM
ap-8344	28	33	]	]	PUNCT
ap-8344	28	34	.	.	PUNCT
ap-8344	29	1	the	the	DET
ap-8344	29	2	continuous	continuous	ADJ
ap-8344	29	3	acquisition	acquisition	NOUN
ap-8344	29	4	along	along	ADP
ap-8344	29	5	the	the	DET
ap-8344	29	6	line	line	NOUN
ap-8344	29	7	makes	make	VERB
ap-8344	29	8	it	it	PRON
ap-8344	29	9	possible	possible	ADJ
ap-8344	29	10	to	to	PART
ap-8344	29	11	move	move	VERB
ap-8344	29	12	the	the	DET
ap-8344	29	13	activity	activity	NOUN
ap-8344	29	14	from	from	ADP
ap-8344	29	15	on	on	ADP
ap-8344	29	16	-	-	PUNCT
ap-8344	29	17	site	site	NOUN
ap-8344	29	18	to	to	PART
ap-8344	29	19	back	back	NOUN
ap-8344	29	20	-	-	PUNCT
ap-8344	29	21	office	office	NOUN
ap-8344	29	22	.	.	PUNCT
ap-8344	30	1	defect	defect	NOUN
ap-8344	30	2	detections	detection	NOUN
ap-8344	30	3	can	can	AUX
ap-8344	30	4	be	be	AUX
ap-8344	30	5	carried	carry	VERB
ap-8344	30	6	out	out	ADP
ap-8344	30	7	by	by	ADP
ap-8344	30	8	specific	specific	ADJ
ap-8344	30	9	software	software	NOUN
ap-8344	30	10	and	and	CCONJ
ap-8344	30	11	they	they	PRON
ap-8344	30	12	can	can	AUX
ap-8344	30	13	be	be	AUX
ap-8344	30	14	attached	attach	VERB
ap-8344	30	15	to	to	ADP
ap-8344	30	16	the	the	DET
ap-8344	30	17	inspection	inspection	NOUN
ap-8344	30	18	or	or	CCONJ
ap-8344	30	19	maintenance	maintenance	NOUN
ap-8344	30	20	report	report	NOUN
ap-8344	30	21	[	[	X
ap-8344	30	22	15	15	NUM
ap-8344	30	23	]	]	PUNCT
ap-8344	30	24	.	.	PUNCT
ap-8344	31	1	more	more	ADJ
ap-8344	31	2	recent	recent	ADJ
ap-8344	31	3	technologies	technology	NOUN
ap-8344	31	4	allow	allow	VERB
ap-8344	31	5	the	the	DET
ap-8344	31	6	survey	survey	NOUN
ap-8344	31	7	and	and	CCONJ
ap-8344	31	8	inspection	inspection	NOUN
ap-8344	31	9	of	of	ADP
ap-8344	31	10	tunnels	tunnel	NOUN
ap-8344	31	11	and	and	CCONJ
ap-8344	31	12	infrastructures	infrastructure	NOUN
ap-8344	31	13	with	with	ADP
ap-8344	31	14	mobile	mobile	ADJ
ap-8344	31	15	mapping	mapping	NOUN
ap-8344	31	16	.	.	PUNCT
ap-8344	32	1	these	these	DET
ap-8344	32	2	systems	system	NOUN
ap-8344	32	3	can	can	AUX
ap-8344	32	4	run	run	VERB
ap-8344	32	5	at	at	ADP
ap-8344	32	6	different	different	ADJ
ap-8344	32	7	speeds	speed	NOUN
ap-8344	32	8	,	,	PUNCT
ap-8344	32	9	depending	depend	VERB
ap-8344	32	10	on	on	ADP
ap-8344	32	11	the	the	DET
ap-8344	32	12	final	final	ADJ
ap-8344	32	13	precision	precision	NOUN
ap-8344	32	14	and	and	CCONJ
ap-8344	32	15	accuracy	accuracy	NOUN
ap-8344	32	16	required	require	VERB
ap-8344	32	17	by	by	ADP
ap-8344	32	18	the	the	DET
ap-8344	32	19	engineering	engineering	NOUN
ap-8344	32	20	purpose	purpose	NOUN
ap-8344	32	21	.	.	PUNCT
ap-8344	33	1	they	they	PRON
ap-8344	33	2	have	have	VERB
ap-8344	33	3	the	the	DET
ap-8344	33	4	advantage	advantage	NOUN
ap-8344	33	5	of	of	ADP
ap-8344	33	6	speed	speed	NOUN
ap-8344	33	7	,	,	PUNCT
ap-8344	33	8	efficiency	efficiency	NOUN
ap-8344	33	9	,	,	PUNCT
ap-8344	33	10	and	and	CCONJ
ap-8344	33	11	safety	safety	NOUN
ap-8344	33	12	reducing	reduce	VERB
ap-8344	33	13	111	111	NUM
ap-8344	33	14	https://doi.org/10.14311/ap.2023.63.0111	https://doi.org/10.14311/ap.2023.63.0111	NOUN
ap-8344	33	15	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
ap-8344	33	16	https://www.cvut.cz/en	https://www.cvut.cz/en	PROPN
ap-8344	33	17	f.	f.	PROPN
ap-8344	33	18	foria	foria	PROPN
ap-8344	33	19	,	,	PUNCT
ap-8344	33	20	m.	m.	NOUN
ap-8344	33	21	calicchio	calicchio	PROPN
ap-8344	33	22	,	,	PUNCT
ap-8344	33	23	l.	l.	PROPN
ap-8344	33	24	moretti	moretti	PROPN
ap-8344	33	25	,	,	PUNCT
ap-8344	33	26	g.	g.	PROPN
ap-8344	33	27	loprencipe	loprencipe	PROPN
ap-8344	33	28	acta	acta	PROPN
ap-8344	33	29	polytechnica	polytechnica	PROPN
ap-8344	33	30	figure	figure	NOUN
ap-8344	33	31	1	1	NUM
ap-8344	33	32	.	.	PUNCT
ap-8344	33	33	flow	flow	VERB
ap-8344	33	34	chart	chart	NOUN
ap-8344	33	35	of	of	ADP
ap-8344	33	36	the	the	DET
ap-8344	33	37	miret	miret	NOUN
ap-8344	33	38	workflow	workflow	NOUN
ap-8344	33	39	.	.	PUNCT
ap-8344	34	1	the	the	DET
ap-8344	34	2	time	time	NOUN
ap-8344	34	3	of	of	ADP
ap-8344	34	4	work	work	NOUN
ap-8344	34	5	on	on	ADP
ap-8344	34	6	the	the	DET
ap-8344	34	7	line	line	NOUN
ap-8344	34	8	to	to	PART
ap-8344	34	9	have	have	VERB
ap-8344	34	10	a	a	DET
ap-8344	34	11	set	set	NOUN
ap-8344	34	12	of	of	ADP
ap-8344	34	13	integrated	integrate	VERB
ap-8344	34	14	outputs	output	NOUN
ap-8344	34	15	with	with	ADP
ap-8344	34	16	a	a	DET
ap-8344	34	17	bim	bim	NOUN
ap-8344	34	18	approach	approach	NOUN
ap-8344	34	19	[	[	X
ap-8344	34	20	9	9	NUM
ap-8344	34	21	]	]	PUNCT
ap-8344	34	22	.	.	PUNCT
ap-8344	35	1	however	however	ADV
ap-8344	35	2	,	,	PUNCT
ap-8344	35	3	the	the	DET
ap-8344	35	4	current	current	ADJ
ap-8344	35	5	challenge	challenge	NOUN
ap-8344	35	6	in	in	ADP
ap-8344	35	7	tunnel	tunnel	NOUN
ap-8344	35	8	diagnostics	diagnostic	NOUN
ap-8344	35	9	is	be	AUX
ap-8344	35	10	to	to	PART
ap-8344	35	11	enhance	enhance	VERB
ap-8344	35	12	the	the	DET
ap-8344	35	13	quality	quality	NOUN
ap-8344	35	14	of	of	ADP
ap-8344	35	15	acquired	acquire	VERB
ap-8344	35	16	images	image	NOUN
ap-8344	35	17	,	,	PUNCT
ap-8344	35	18	develop	develop	VERB
ap-8344	35	19	massive	massive	ADJ
ap-8344	35	20	data	datum	NOUN
ap-8344	35	21	collections	collection	NOUN
ap-8344	35	22	,	,	PUNCT
ap-8344	35	23	improve	improve	VERB
ap-8344	35	24	processing	processing	NOUN
ap-8344	35	25	capabilities	capability	NOUN
ap-8344	35	26	,	,	PUNCT
ap-8344	35	27	and	and	CCONJ
ap-8344	35	28	analyse	analyse	VERB
ap-8344	35	29	the	the	DET
ap-8344	35	30	data	datum	NOUN
ap-8344	35	31	with	with	ADP
ap-8344	35	32	high	high	ADJ
ap-8344	35	33	-	-	PUNCT
ap-8344	35	34	level	level	NOUN
ap-8344	35	35	technical	technical	ADJ
ap-8344	35	36	experience	experience	NOUN
ap-8344	35	37	and	and	CCONJ
ap-8344	35	38	engineering	engineering	NOUN
ap-8344	35	39	judgment	judgment	NOUN
ap-8344	36	1	[	[	X
ap-8344	36	2	16	16	NUM
ap-8344	36	3	,	,	PUNCT
ap-8344	36	4	17	17	NUM
ap-8344	36	5	]	]	PUNCT
ap-8344	36	6	.	.	PUNCT
ap-8344	37	1	therefore	therefore	ADV
ap-8344	37	2	,	,	PUNCT
ap-8344	37	3	the	the	DET
ap-8344	37	4	automatic	automatic	ADJ
ap-8344	37	5	elaboration	elaboration	NOUN
ap-8344	37	6	of	of	ADP
ap-8344	37	7	big	big	ADJ
ap-8344	37	8	datasets	dataset	NOUN
ap-8344	37	9	is	be	AUX
ap-8344	37	10	mandatory	mandatory	ADJ
ap-8344	37	11	:	:	PUNCT
ap-8344	37	12	the	the	DET
ap-8344	37	13	progression	progression	NOUN
ap-8344	37	14	in	in	ADP
ap-8344	37	15	machines	machine	NOUN
ap-8344	37	16	’	'	PUNCT
ap-8344	37	17	computational	computational	ADJ
ap-8344	37	18	power	power	NOUN
ap-8344	37	19	allows	allow	VERB
ap-8344	37	20	solutions	solution	NOUN
ap-8344	37	21	developed	develop	VERB
ap-8344	37	22	within	within	ADP
ap-8344	37	23	the	the	DET
ap-8344	37	24	artificial	artificial	ADJ
ap-8344	37	25	intelligence	intelligence	NOUN
ap-8344	37	26	(	(	PUNCT
ap-8344	37	27	ai	ai	NOUN
ap-8344	37	28	)	)	PUNCT
ap-8344	37	29	framework	framework	NOUN
ap-8344	37	30	[	[	X
ap-8344	37	31	18	18	NUM
ap-8344	37	32	]	]	PUNCT
ap-8344	37	33	.	.	PUNCT
ap-8344	38	1	this	this	DET
ap-8344	38	2	paper	paper	NOUN
ap-8344	38	3	presents	present	VERB
ap-8344	38	4	a	a	DET
ap-8344	38	5	methodology	methodology	NOUN
ap-8344	38	6	to	to	PART
ap-8344	38	7	carry	carry	VERB
ap-8344	38	8	out	out	ADP
ap-8344	38	9	digitisation	digitisation	NOUN
ap-8344	38	10	,	,	PUNCT
ap-8344	38	11	inspection	inspection	NOUN
ap-8344	38	12	,	,	PUNCT
ap-8344	38	13	and	and	CCONJ
ap-8344	38	14	diagnostics	diagnostic	NOUN
ap-8344	38	15	of	of	ADP
ap-8344	38	16	underground	underground	ADJ
ap-8344	38	17	transport	transport	NOUN
ap-8344	38	18	systems	system	NOUN
ap-8344	38	19	to	to	PART
ap-8344	38	20	obtain	obtain	VERB
ap-8344	38	21	a	a	DET
ap-8344	38	22	digital	digital	ADJ
ap-8344	38	23	model	model	NOUN
ap-8344	38	24	and	and	CCONJ
ap-8344	38	25	support	support	VERB
ap-8344	38	26	the	the	DET
ap-8344	38	27	decision	decision	NOUN
ap-8344	38	28	-	-	PUNCT
ap-8344	38	29	making	make	VERB
ap-8344	38	30	process	process	NOUN
ap-8344	38	31	.	.	PUNCT
ap-8344	39	1	it	it	PRON
ap-8344	39	2	aims	aim	VERB
ap-8344	39	3	to	to	PART
ap-8344	39	4	fill	fill	VERB
ap-8344	39	5	and	and	CCONJ
ap-8344	39	6	implement	implement	VERB
ap-8344	39	7	the	the	DET
ap-8344	39	8	collected	collect	VERB
ap-8344	39	9	information	information	NOUN
ap-8344	39	10	from	from	ADP
ap-8344	39	11	multidimensional	multidimensional	ADJ
ap-8344	39	12	mobile	mobile	ADJ
ap-8344	39	13	mapping	mapping	NOUN
ap-8344	39	14	systems	system	NOUN
ap-8344	39	15	in	in	ADP
ap-8344	39	16	an	an	DET
ap-8344	39	17	as	as	ADV
ap-8344	39	18	-	-	PUNCT
ap-8344	39	19	built	build	VERB
ap-8344	39	20	model	model	NOUN
ap-8344	39	21	[	[	X
ap-8344	39	22	19	19	NUM
ap-8344	39	23	,	,	PUNCT
ap-8344	39	24	20	20	NUM
ap-8344	39	25	]	]	PUNCT
ap-8344	39	26	to	to	PART
ap-8344	39	27	be	be	AUX
ap-8344	39	28	used	use	VERB
ap-8344	39	29	by	by	ADP
ap-8344	39	30	the	the	DET
ap-8344	39	31	infrastructure	infrastructure	NOUN
ap-8344	39	32	manager	manager	NOUN
ap-8344	39	33	during	during	ADP
ap-8344	39	34	the	the	DET
ap-8344	39	35	facility	facility	NOUN
ap-8344	39	36	service	service	NOUN
ap-8344	39	37	life	life	NOUN
ap-8344	39	38	.	.	PUNCT
ap-8344	40	1	the	the	DET
ap-8344	40	2	authors	author	NOUN
ap-8344	40	3	developed	develop	VERB
ap-8344	40	4	a	a	DET
ap-8344	40	5	bim	bim	NOUN
ap-8344	40	6	model	model	NOUN
ap-8344	40	7	to	to	PART
ap-8344	40	8	represent	represent	VERB
ap-8344	40	9	and	and	CCONJ
ap-8344	40	10	manage	manage	VERB
ap-8344	40	11	an	an	DET
ap-8344	40	12	entire	entire	ADJ
ap-8344	40	13	subway	subway	NOUN
ap-8344	40	14	along	along	ADP
ap-8344	40	15	more	more	ADJ
ap-8344	40	16	than	than	ADP
ap-8344	40	17	40	40	NUM
ap-8344	40	18	km	km	NOUN
ap-8344	40	19	-	-	PUNCT
ap-8344	40	20	long	long	ADJ
ap-8344	40	21	metro	metro	NOUN
ap-8344	40	22	tunnels	tunnel	NOUN
ap-8344	40	23	.	.	PUNCT
ap-8344	41	1	the	the	DET
ap-8344	41	2	results	result	NOUN
ap-8344	41	3	from	from	ADP
ap-8344	41	4	the	the	DET
ap-8344	41	5	case	case	NOUN
ap-8344	41	6	study	study	NOUN
ap-8344	41	7	give	give	VERB
ap-8344	41	8	a	a	DET
ap-8344	41	9	solid	solid	ADJ
ap-8344	41	10	base	base	NOUN
ap-8344	41	11	for	for	ADP
ap-8344	41	12	preliminary	preliminary	ADJ
ap-8344	41	13	technical	technical	ADJ
ap-8344	41	14	assessments	assessment	NOUN
ap-8344	41	15	in	in	ADP
ap-8344	41	16	the	the	DET
ap-8344	41	17	management	management	NOUN
ap-8344	41	18	of	of	ADP
ap-8344	41	19	the	the	DET
ap-8344	41	20	tunnel	tunnel	NOUN
ap-8344	41	21	structures	structure	NOUN
ap-8344	41	22	and	and	CCONJ
ap-8344	41	23	the	the	DET
ap-8344	41	24	whole	whole	ADJ
ap-8344	41	25	infrastructure	infrastructure	NOUN
ap-8344	41	26	.	.	PUNCT
ap-8344	42	1	moreover	moreover	ADV
ap-8344	42	2	,	,	PUNCT
ap-8344	42	3	these	these	DET
ap-8344	42	4	analyses	analysis	NOUN
ap-8344	42	5	are	be	AUX
ap-8344	42	6	a	a	DET
ap-8344	42	7	direct	direct	ADJ
ap-8344	42	8	input	input	NOUN
ap-8344	42	9	for	for	ADP
ap-8344	42	10	a	a	DET
ap-8344	42	11	later	later	ADJ
ap-8344	42	12	stage	stage	NOUN
ap-8344	42	13	of	of	ADP
ap-8344	42	14	planning	planning	NOUN
ap-8344	42	15	,	,	PUNCT
ap-8344	42	16	design	design	NOUN
ap-8344	42	17	,	,	PUNCT
ap-8344	42	18	and	and	CCONJ
ap-8344	42	19	construction	construction	NOUN
ap-8344	42	20	of	of	ADP
ap-8344	42	21	new	new	ADJ
ap-8344	42	22	railway	railway	NOUN
ap-8344	42	23	tunnels	tunnel	NOUN
ap-8344	42	24	.	.	PUNCT
ap-8344	43	1	2	2	X
ap-8344	43	2	.	.	X
ap-8344	43	3	materials	material	NOUN
ap-8344	43	4	and	and	CCONJ
ap-8344	43	5	methods	method	NOUN
ap-8344	43	6	the	the	DET
ap-8344	43	7	proposed	propose	VERB
ap-8344	43	8	procedure	procedure	NOUN
ap-8344	43	9	allows	allow	VERB
ap-8344	43	10	manipulation	manipulation	NOUN
ap-8344	43	11	of	of	ADP
ap-8344	43	12	the	the	DET
ap-8344	43	13	survey	survey	NOUN
ap-8344	43	14	-	-	PUNCT
ap-8344	43	15	inspection	inspection	NOUN
ap-8344	43	16	data	datum	NOUN
ap-8344	43	17	to	to	PART
ap-8344	43	18	get	get	VERB
ap-8344	43	19	a	a	DET
ap-8344	43	20	more	more	ADV
ap-8344	43	21	objective	objective	ADJ
ap-8344	43	22	and	and	CCONJ
ap-8344	43	23	dynamic	dynamic	ADJ
ap-8344	43	24	diagnostic	diagnostic	ADJ
ap-8344	43	25	,	,	PUNCT
ap-8344	43	26	maintenance	maintenance	NOUN
ap-8344	43	27	,	,	PUNCT
ap-8344	43	28	and	and	CCONJ
ap-8344	43	29	risk	risk	NOUN
ap-8344	43	30	assessment	assessment	NOUN
ap-8344	43	31	to	to	PART
ap-8344	43	32	manage	manage	VERB
ap-8344	43	33	existing	exist	VERB
ap-8344	43	34	tunnels	tunnel	NOUN
ap-8344	43	35	.	.	PUNCT
ap-8344	44	1	the	the	DET
ap-8344	44	2	aim	aim	NOUN
ap-8344	44	3	of	of	ADP
ap-8344	44	4	the	the	DET
ap-8344	44	5	procedure	procedure	NOUN
ap-8344	44	6	is	be	AUX
ap-8344	44	7	the	the	DET
ap-8344	44	8	management	management	NOUN
ap-8344	44	9	and	and	CCONJ
ap-8344	44	10	identification	identification	NOUN
ap-8344	44	11	of	of	ADP
ap-8344	44	12	the	the	DET
ap-8344	44	13	risk	risk	NOUN
ap-8344	44	14	for	for	ADP
ap-8344	44	15	existing	exist	VERB
ap-8344	44	16	tunnels	tunnel	NOUN
ap-8344	44	17	(	(	PUNCT
ap-8344	44	18	miret	miret	NOUN
ap-8344	44	19	)	)	PUNCT
ap-8344	45	1	[	[	X
ap-8344	45	2	21	21	NUM
ap-8344	45	3	]	]	PUNCT
ap-8344	45	4	;	;	PUNCT
ap-8344	45	5	it	it	PRON
ap-8344	45	6	is	be	AUX
ap-8344	45	7	composed	compose	VERB
ap-8344	45	8	of	of	ADP
ap-8344	45	9	six	six	NUM
ap-8344	45	10	steps	step	NOUN
ap-8344	45	11	:	:	PUNCT
ap-8344	45	12	•	•	NUM
ap-8344	45	13	step	step	NOUN
ap-8344	45	14	0	0	NUM
ap-8344	45	15	:	:	PUNCT
ap-8344	45	16	survey	survey	NOUN
ap-8344	45	17	&	&	CCONJ
ap-8344	45	18	inspection	inspection	NOUN
ap-8344	45	19	(	(	PUNCT
ap-8344	45	20	s&i	s&i	PROPN
ap-8344	45	21	)	)	PUNCT
ap-8344	45	22	with	with	ADP
ap-8344	45	23	a	a	DET
ap-8344	45	24	multidimensional	multidimensional	ADJ
ap-8344	45	25	mobile	mobile	ADJ
ap-8344	45	26	mapping	mapping	NOUN
ap-8344	45	27	system	system	NOUN
ap-8344	45	28	(	(	PUNCT
ap-8344	45	29	archita	archita	NOUN
ap-8344	45	30	)	)	PUNCT
ap-8344	45	31	to	to	PART
ap-8344	45	32	carry	carry	VERB
ap-8344	45	33	out	out	ADP
ap-8344	45	34	non	non	ADJ
ap-8344	45	35	-	-	ADJ
ap-8344	45	36	destructive	destructive	ADJ
ap-8344	45	37	surveys	survey	NOUN
ap-8344	45	38	[	[	X
ap-8344	45	39	22	22	NUM
ap-8344	45	40	]	]	PUNCT
ap-8344	45	41	.	.	PUNCT
ap-8344	46	1	it	it	PRON
ap-8344	46	2	allows	allow	VERB
ap-8344	46	3	for	for	ADP
ap-8344	46	4	collecting	collect	VERB
ap-8344	46	5	data	datum	NOUN
ap-8344	46	6	about	about	ADP
ap-8344	46	7	internal	internal	ADJ
ap-8344	46	8	geometry	geometry	NOUN
ap-8344	46	9	(	(	PUNCT
ap-8344	46	10	laser	laser	NOUN
ap-8344	46	11	scanner	scanner	NOUN
ap-8344	46	12	)	)	PUNCT
ap-8344	46	13	,	,	PUNCT
ap-8344	46	14	thickness	thickness	NOUN
ap-8344	46	15	(	(	PUNCT
ap-8344	46	16	ground	ground	NOUN
ap-8344	46	17	penetrating	penetrate	VERB
ap-8344	46	18	radarsgprs	radarsgprs	NOUN
ap-8344	46	19	)	)	PUNCT
ap-8344	46	20	,	,	PUNCT
ap-8344	46	21	and	and	CCONJ
ap-8344	46	22	functional	functional	ADJ
ap-8344	46	23	condition	condition	NOUN
ap-8344	46	24	of	of	ADP
ap-8344	46	25	the	the	DET
ap-8344	46	26	tunnel	tunnel	NOUN
ap-8344	46	27	lining	lining	NOUN
ap-8344	46	28	(	(	PUNCT
ap-8344	46	29	thermal	thermal	ADJ
ap-8344	46	30	and	and	CCONJ
ap-8344	46	31	linear	linear	ADJ
ap-8344	46	32	cameras	camera	NOUN
ap-8344	46	33	,	,	PUNCT
ap-8344	46	34	visual	visual	ADJ
ap-8344	46	35	inspections	inspection	NOUN
ap-8344	46	36	,	,	PUNCT
ap-8344	46	37	and	and	CCONJ
ap-8344	46	38	measures	measure	NOUN
ap-8344	46	39	)	)	PUNCT
ap-8344	47	1	[	[	X
ap-8344	47	2	23	23	NUM
ap-8344	47	3	,	,	PUNCT
ap-8344	47	4	24	24	NUM
ap-8344	47	5	]	]	PUNCT
ap-8344	47	6	;	;	PUNCT
ap-8344	47	7	•	•	NUM
ap-8344	47	8	step	step	NOUN
ap-8344	47	9	1	1	NUM
ap-8344	47	10	:	:	PUNCT
ap-8344	47	11	digitalization	digitalization	NOUN
ap-8344	47	12	(	(	PUNCT
ap-8344	47	13	di	di	NOUN
ap-8344	47	14	)	)	PUNCT
ap-8344	47	15	of	of	ADP
ap-8344	47	16	the	the	DET
ap-8344	47	17	geometric	geometric	ADJ
ap-8344	47	18	survey	survey	NOUN
ap-8344	47	19	to	to	PART
ap-8344	47	20	obtain	obtain	VERB
ap-8344	47	21	a	a	DET
ap-8344	47	22	georeferenced	georeferenced	ADJ
ap-8344	47	23	3d	3d	PROPN
ap-8344	47	24	model	model	NOUN
ap-8344	47	25	;	;	PUNCT
ap-8344	47	26	•	•	NUM
ap-8344	47	27	step	step	NOUN
ap-8344	47	28	2	2	NUM
ap-8344	47	29	:	:	PUNCT
ap-8344	47	30	defect	defect	VERB
ap-8344	47	31	analysis	analysis	NOUN
ap-8344	47	32	(	(	PUNCT
ap-8344	47	33	da	da	NOUN
ap-8344	47	34	)	)	PUNCT
ap-8344	47	35	from	from	ADP
ap-8344	47	36	high	high	ADJ
ap-8344	47	37	-	-	PUNCT
ap-8344	47	38	definition	definition	NOUN
ap-8344	47	39	linear	linear	ADJ
ap-8344	47	40	photos	photo	NOUN
ap-8344	47	41	and	and	CCONJ
ap-8344	47	42	thermal	thermal	ADJ
ap-8344	47	43	photos	photo	NOUN
ap-8344	47	44	to	to	PART
ap-8344	47	45	map	map	VERB
ap-8344	47	46	and	and	CCONJ
ap-8344	47	47	digitalise	digitalise	VERB
ap-8344	47	48	the	the	DET
ap-8344	47	49	defects	defect	NOUN
ap-8344	47	50	in	in	ADP
ap-8344	47	51	a	a	DET
ap-8344	47	52	cad	cad	NOUN
ap-8344	47	53	environment	environment	NOUN
ap-8344	47	54	.	.	PUNCT
ap-8344	48	1	defects	defect	NOUN
ap-8344	48	2	are	be	AUX
ap-8344	48	3	identified	identify	VERB
ap-8344	48	4	,	,	PUNCT
ap-8344	48	5	catalogued	catalogue	VERB
ap-8344	48	6	,	,	PUNCT
ap-8344	48	7	and	and	CCONJ
ap-8344	48	8	validated	validate	VERB
ap-8344	48	9	to	to	PART
ap-8344	48	10	obtain	obtain	VERB
ap-8344	48	11	objective	objective	ADJ
ap-8344	48	12	indexes	index	NOUN
ap-8344	48	13	;	;	PUNCT
ap-8344	48	14	•	•	NUM
ap-8344	48	15	step	step	NOUN
ap-8344	48	16	3	3	NUM
ap-8344	48	17	:	:	PUNCT
ap-8344	48	18	planning	planning	NOUN
ap-8344	48	19	&	&	CCONJ
ap-8344	48	20	design	design	PROPN
ap-8344	48	21	(	(	PUNCT
ap-8344	48	22	p&d	p&d	PROPN
ap-8344	48	23	):	):	PUNCT
ap-8344	48	24	the	the	DET
ap-8344	48	25	digital	digital	ADJ
ap-8344	48	26	twin	twin	NOUN
ap-8344	48	27	and	and	CCONJ
ap-8344	48	28	the	the	DET
ap-8344	48	29	defects	defect	NOUN
ap-8344	48	30	detection	detection	NOUN
ap-8344	48	31	are	be	AUX
ap-8344	48	32	combined	combine	VERB
ap-8344	48	33	in	in	ADP
ap-8344	48	34	a	a	DET
ap-8344	48	35	common	common	ADJ
ap-8344	48	36	data	data	NOUN
ap-8344	48	37	environment	environment	NOUN
ap-8344	48	38	(	(	PUNCT
ap-8344	48	39	cde	cde	PROPN
ap-8344	48	40	)	)	PUNCT
ap-8344	48	41	.	.	PUNCT
ap-8344	49	1	the	the	DET
ap-8344	49	2	current	current	ADJ
ap-8344	49	3	state	state	NOUN
ap-8344	49	4	of	of	ADP
ap-8344	49	5	the	the	DET
ap-8344	49	6	tunnel	tunnel	NOUN
ap-8344	49	7	environment	environment	NOUN
ap-8344	49	8	is	be	AUX
ap-8344	49	9	modelled	model	VERB
ap-8344	49	10	using	use	VERB
ap-8344	49	11	finite	finite	ADJ
ap-8344	49	12	element	element	NOUN
ap-8344	49	13	modelling	model	VERB
ap-8344	49	14	software	software	NOUN
ap-8344	49	15	to	to	PART
ap-8344	49	16	carry	carry	VERB
ap-8344	49	17	out	out	ADP
ap-8344	49	18	a	a	DET
ap-8344	49	19	structural	structural	ADJ
ap-8344	49	20	/	/	SYM
ap-8344	49	21	geotechnical	geotechnical	ADJ
ap-8344	49	22	verification	verification	NOUN
ap-8344	49	23	and	and	CCONJ
ap-8344	49	24	design	design	VERB
ap-8344	49	25	the	the	DET
ap-8344	49	26	required	require	VERB
ap-8344	49	27	maintenance	maintenance	NOUN
ap-8344	49	28	works	work	NOUN
ap-8344	49	29	;	;	PUNCT
ap-8344	49	30	•	•	NUM
ap-8344	49	31	step	step	NOUN
ap-8344	49	32	4	4	NUM
ap-8344	49	33	:	:	PUNCT
ap-8344	49	34	work	work	NOUN
ap-8344	49	35	&	&	CCONJ
ap-8344	49	36	maintenance	maintenance	NOUN
ap-8344	49	37	(	(	PUNCT
ap-8344	49	38	w&m	w&m	PROPN
ap-8344	49	39	):	):	PUNCT
ap-8344	49	40	the	the	DET
ap-8344	49	41	maintenance	maintenance	NOUN
ap-8344	49	42	and	and	CCONJ
ap-8344	49	43	construction	construction	NOUN
ap-8344	49	44	works	work	NOUN
ap-8344	49	45	are	be	AUX
ap-8344	49	46	performed	perform	VERB
ap-8344	49	47	according	accord	VERB
ap-8344	49	48	to	to	ADP
ap-8344	49	49	the	the	DET
ap-8344	49	50	p&d	p&d	PROPN
ap-8344	49	51	step	step	NOUN
ap-8344	49	52	.	.	PUNCT
ap-8344	50	1	the	the	DET
ap-8344	50	2	completed	complete	VERB
ap-8344	50	3	works	work	NOUN
ap-8344	50	4	are	be	AUX
ap-8344	50	5	ready	ready	ADJ
ap-8344	50	6	for	for	ADP
ap-8344	50	7	a	a	DET
ap-8344	50	8	new	new	ADJ
ap-8344	50	9	s&i	s&i	NOUN
ap-8344	50	10	phase	phase	NOUN
ap-8344	50	11	to	to	PART
ap-8344	50	12	update	update	VERB
ap-8344	50	13	the	the	DET
ap-8344	50	14	tunnel	tunnel	NOUN
ap-8344	50	15	data	datum	NOUN
ap-8344	50	16	;	;	PUNCT
ap-8344	50	17	•	•	NUM
ap-8344	50	18	step	step	NOUN
ap-8344	50	19	5	5	NUM
ap-8344	50	20	:	:	PUNCT
ap-8344	50	21	monitoring	monitoring	NOUN
ap-8344	50	22	(	(	PUNCT
ap-8344	50	23	mo	mo	NOUN
ap-8344	50	24	)	)	PUNCT
ap-8344	50	25	is	be	AUX
ap-8344	50	26	pivotal	pivotal	ADJ
ap-8344	50	27	to	to	PART
ap-8344	50	28	have	have	VERB
ap-8344	50	29	a	a	DET
ap-8344	50	30	dynamic	dynamic	ADJ
ap-8344	50	31	database	database	NOUN
ap-8344	50	32	and	and	CCONJ
ap-8344	50	33	assessment	assessment	NOUN
ap-8344	50	34	of	of	ADP
ap-8344	50	35	the	the	DET
ap-8344	50	36	structures	structure	NOUN
ap-8344	50	37	.	.	PUNCT
ap-8344	51	1	therefore	therefore	ADV
ap-8344	51	2	,	,	PUNCT
ap-8344	51	3	the	the	DET
ap-8344	51	4	facility	facility	NOUN
ap-8344	51	5	management	management	NOUN
ap-8344	51	6	platform	platform	NOUN
ap-8344	51	7	offers	offer	VERB
ap-8344	51	8	a	a	DET
ap-8344	51	9	holistic	holistic	ADJ
ap-8344	51	10	view	view	NOUN
ap-8344	51	11	of	of	ADP
ap-8344	51	12	the	the	DET
ap-8344	51	13	tunnel	tunnel	NOUN
ap-8344	51	14	conditions	condition	NOUN
ap-8344	51	15	(	(	PUNCT
ap-8344	51	16	e.g.	e.g.	ADV
ap-8344	51	17	geometry	geometry	NOUN
ap-8344	51	18	,	,	PUNCT
ap-8344	51	19	geomorphological	geomorphological	ADJ
ap-8344	51	20	context	context	NOUN
ap-8344	51	21	,	,	PUNCT
ap-8344	51	22	and	and	CCONJ
ap-8344	51	23	risk	risk	NOUN
ap-8344	51	24	and	and	CCONJ
ap-8344	51	25	hazard	hazard	NOUN
ap-8344	51	26	indices	index	NOUN
ap-8344	51	27	)	)	PUNCT
ap-8344	51	28	.	.	PUNCT
ap-8344	52	1	figure	figure	NOUN
ap-8344	52	2	1	1	NUM
ap-8344	52	3	shows	show	VERB
ap-8344	52	4	the	the	DET
ap-8344	52	5	technology	technology	NOUN
ap-8344	52	6	workflow	workflow	NOUN
ap-8344	52	7	of	of	ADP
ap-8344	52	8	miret	miret	NOUN
ap-8344	52	9	.	.	PUNCT
ap-8344	53	1	112	112	NUM
ap-8344	53	2	vol	vol	NOUN
ap-8344	53	3	.	.	PUNCT
ap-8344	54	1	63	63	NUM
ap-8344	54	2	no	no	NOUN
ap-8344	54	3	.	.	PUNCT
ap-8344	55	1	2/2023	2/2023	NUM
ap-8344	55	2	multidimensional	multidimensional	ADJ
ap-8344	55	3	mobile	mobile	ADJ
ap-8344	55	4	mapping	mapping	NOUN
ap-8344	55	5	and	and	CCONJ
ap-8344	55	6	integrated	integrate	VERB
ap-8344	55	7	approach	approach	NOUN
ap-8344	55	8	figure	figure	NOUN
ap-8344	55	9	2	2	NUM
ap-8344	55	10	.	.	PUNCT
ap-8344	55	11	archita	archita	NOUN
ap-8344	55	12	configuration	configuration	NOUN
ap-8344	55	13	.	.	PUNCT
ap-8344	56	1	2.1	2.1	NUM
ap-8344	56	2	.	.	PUNCT
ap-8344	57	1	the	the	DET
ap-8344	57	2	multi	multi	ADJ
ap-8344	57	3	-	-	ADJ
ap-8344	57	4	dimensional	dimensional	ADJ
ap-8344	57	5	mobile	mobile	ADJ
ap-8344	57	6	mapping	mapping	NOUN
ap-8344	57	7	system	system	NOUN
ap-8344	57	8	all	all	DET
ap-8344	57	9	the	the	DET
ap-8344	57	10	steps	step	NOUN
ap-8344	57	11	depend	depend	VERB
ap-8344	57	12	on	on	ADP
ap-8344	57	13	the	the	DET
ap-8344	57	14	data	datum	NOUN
ap-8344	57	15	collected	collect	VERB
ap-8344	57	16	by	by	ADP
ap-8344	57	17	archita	archita	NOUN
ap-8344	57	18	[	[	X
ap-8344	57	19	22	22	NUM
ap-8344	57	20	]	]	PUNCT
ap-8344	57	21	,	,	PUNCT
ap-8344	57	22	a	a	DET
ap-8344	57	23	multi	multi	ADJ
ap-8344	57	24	-	-	ADJ
ap-8344	57	25	dimensional	dimensional	ADJ
ap-8344	57	26	mobile	mobile	ADJ
ap-8344	57	27	mapping	mapping	NOUN
ap-8344	57	28	system	system	NOUN
ap-8344	57	29	.	.	PUNCT
ap-8344	58	1	it	it	PRON
ap-8344	58	2	consists	consist	VERB
ap-8344	58	3	of	of	ADP
ap-8344	58	4	positioning	position	VERB
ap-8344	58	5	sensors	sensor	NOUN
ap-8344	58	6	(	(	PUNCT
ap-8344	58	7	global	global	ADJ
ap-8344	58	8	positioning	positioning	NOUN
ap-8344	58	9	system	system	NOUN
ap-8344	58	10	,	,	PUNCT
ap-8344	58	11	gps	gps	PROPN
ap-8344	58	12	)	)	PUNCT
ap-8344	58	13	,	,	PUNCT
ap-8344	58	14	inertial	inertial	ADJ
ap-8344	58	15	measurement	measurement	NOUN
ap-8344	58	16	unit	unit	NOUN
ap-8344	58	17	(	(	PUNCT
ap-8344	58	18	imu	imu	NOUN
ap-8344	58	19	)	)	PUNCT
ap-8344	58	20	,	,	PUNCT
ap-8344	58	21	an	an	DET
ap-8344	58	22	odometer	odometer	NOUN
ap-8344	58	23	,	,	PUNCT
ap-8344	58	24	and	and	CCONJ
ap-8344	58	25	other	other	ADJ
ap-8344	58	26	survey	survey	NOUN
ap-8344	58	27	sensors	sensor	NOUN
ap-8344	58	28	(	(	PUNCT
ap-8344	58	29	figure	figure	NOUN
ap-8344	58	30	2	2	NUM
ap-8344	58	31	):	):	PUNCT
ap-8344	58	32	•	•	NOUN
ap-8344	58	33	laser	laser	NOUN
ap-8344	58	34	scanner	scanner	NOUN
ap-8344	58	35	(	(	PUNCT
ap-8344	58	36	leica	leica	PROPN
ap-8344	58	37	pegasus	pegasus	PROPN
ap-8344	58	38	:	:	PUNCT
ap-8344	58	39	two	two	NUM
ap-8344	58	40	)	)	PUNCT
ap-8344	58	41	,	,	PUNCT
ap-8344	58	42	in	in	ADP
ap-8344	58	43	configuration	configuration	NOUN
ap-8344	58	44	with	with	ADP
ap-8344	58	45	8	8	NUM
ap-8344	58	46	digital	digital	ADJ
ap-8344	58	47	cameras	camera	NOUN
ap-8344	58	48	,	,	PUNCT
ap-8344	58	49	1	1	NUM
ap-8344	58	50	imu	imu	NOUN
ap-8344	58	51	inertial	inertial	NOUN
ap-8344	58	52	platform	platform	NOUN
ap-8344	58	53	,	,	PUNCT
ap-8344	58	54	2	2	NUM
ap-8344	58	55	z+f	z+f	NUM
ap-8344	58	56	profilers	profiler	NOUN
ap-8344	58	57	®	®	NOUN
ap-8344	58	58	9012	9012	NUM
ap-8344	58	59	,	,	PUNCT
ap-8344	58	60	2	2	NUM
ap-8344	58	61	gps	gps	NOUN
ap-8344	58	62	antennas	antenna	NOUN
ap-8344	58	63	,	,	PUNCT
ap-8344	58	64	1	1	NUM
ap-8344	58	65	optical	optical	ADJ
ap-8344	58	66	odometer	odometer	NOUN
ap-8344	58	67	,	,	PUNCT
ap-8344	58	68	and	and	CCONJ
ap-8344	58	69	4	4	NUM
ap-8344	58	70	thermal	thermal	ADJ
ap-8344	58	71	imaging	imaging	NOUN
ap-8344	58	72	cameras	camera	NOUN
ap-8344	58	73	.	.	PUNCT
ap-8344	59	1	the	the	DET
ap-8344	59	2	two	two	NUM
ap-8344	59	3	profilers	profiler	NOUN
ap-8344	59	4	,	,	PUNCT
ap-8344	59	5	arranged	arrange	VERB
ap-8344	59	6	at	at	ADP
ap-8344	59	7	30	30	NUM
ap-8344	59	8	°	°	NUM
ap-8344	59	9	and	and	CCONJ
ap-8344	59	10	60	60	NUM
ap-8344	59	11	°	°	NOUN
ap-8344	59	12	to	to	ADP
ap-8344	59	13	the	the	DET
ap-8344	59	14	axis	axis	NOUN
ap-8344	59	15	of	of	ADP
ap-8344	59	16	the	the	DET
ap-8344	59	17	binary	binary	ADJ
ap-8344	59	18	track	track	NOUN
ap-8344	59	19	,	,	PUNCT
ap-8344	59	20	allow	allow	VERB
ap-8344	59	21	a	a	DET
ap-8344	59	22	reduction	reduction	NOUN
ap-8344	59	23	of	of	ADP
ap-8344	59	24	the	the	DET
ap-8344	59	25	masking	masking	NOUN
ap-8344	59	26	effect	effect	NOUN
ap-8344	59	27	due	due	ADP
ap-8344	59	28	to	to	ADP
ap-8344	59	29	the	the	DET
ap-8344	59	30	shadows	shadow	NOUN
ap-8344	59	31	.	.	PUNCT
ap-8344	60	1	•	•	NUM
ap-8344	60	2	ground	ground	NOUN
ap-8344	60	3	penetrating	penetrate	VERB
ap-8344	60	4	radar	radar	NOUN
ap-8344	60	5	(	(	PUNCT
ap-8344	60	6	gpr	gpr	PROPN
ap-8344	60	7	)	)	PUNCT
ap-8344	60	8	with	with	ADP
ap-8344	60	9	three	three	NUM
ap-8344	60	10	antennas	antenna	NOUN
ap-8344	60	11	at	at	ADP
ap-8344	60	12	400	400	NUM
ap-8344	60	13	mhz	mhz	ADJ
ap-8344	60	14	central	central	ADJ
ap-8344	60	15	frequency	frequency	NOUN
ap-8344	60	16	plus	plus	CCONJ
ap-8344	60	17	one	one	NUM
ap-8344	60	18	antenna	antenna	NOUN
ap-8344	60	19	with	with	ADP
ap-8344	60	20	600	600	NUM
ap-8344	60	21	mhz	mhz	ADJ
ap-8344	60	22	central	central	ADJ
ap-8344	60	23	frequency	frequency	NOUN
ap-8344	60	24	;	;	PUNCT
ap-8344	60	25	•	•	NUM
ap-8344	60	26	high	high	ADJ
ap-8344	60	27	-	-	PUNCT
ap-8344	60	28	resolution	resolution	NOUN
ap-8344	60	29	linear	linear	NOUN
ap-8344	60	30	cameras	camera	NOUN
ap-8344	60	31	with	with	ADP
ap-8344	60	32	image	image	NOUN
ap-8344	60	33	resolution	resolution	NOUN
ap-8344	60	34	beyond	beyond	ADP
ap-8344	60	35	10	10	NUM
ap-8344	60	36	megapixels	megapixel	NOUN
ap-8344	60	37	,	,	PUNCT
ap-8344	60	38	1	1	NUM
ap-8344	60	39	z+f	z+f	NUM
ap-8344	60	40	profiler	profiler	NOUN
ap-8344	60	41	®	®	NOUN
ap-8344	60	42	9012	9012	NUM
ap-8344	60	43	,	,	PUNCT
ap-8344	60	44	and	and	CCONJ
ap-8344	60	45	a	a	DET
ap-8344	60	46	lighting	lighting	NOUN
ap-8344	60	47	system	system	NOUN
ap-8344	60	48	composed	compose	VERB
ap-8344	60	49	of	of	ADP
ap-8344	60	50	16	16	NUM
ap-8344	60	51	led	lead	VERB
ap-8344	60	52	lights	light	NOUN
ap-8344	60	53	on	on	ADP
ap-8344	60	54	a	a	DET
ap-8344	60	55	steel	steel	NOUN
ap-8344	60	56	structure	structure	NOUN
ap-8344	60	57	aligned	align	VERB
ap-8344	60	58	with	with	ADP
ap-8344	60	59	the	the	DET
ap-8344	60	60	cameras	camera	NOUN
ap-8344	60	61	;	;	PUNCT
ap-8344	60	62	•	•	NUM
ap-8344	60	63	thermographic	thermographic	ADJ
ap-8344	60	64	cameras	camera	NOUN
ap-8344	60	65	with	with	ADP
ap-8344	60	66	640	640	NUM
ap-8344	60	67	×	×	NOUN
ap-8344	60	68	512	512	NUM
ap-8344	60	69	pixel	pixel	NOUN
ap-8344	60	70	resolution	resolution	NOUN
ap-8344	60	71	each	each	DET
ap-8344	60	72	and	and	CCONJ
ap-8344	60	73	lenses	lense	NOUN
ap-8344	60	74	that	that	PRON
ap-8344	60	75	offer	offer	VERB
ap-8344	60	76	a	a	DET
ap-8344	60	77	90	90	NUM
ap-8344	60	78	°	°	NOUN
ap-8344	60	79	×	×	PROPN
ap-8344	60	80	70	70	NUM
ap-8344	60	81	°	°	NUM
ap-8344	60	82	field	field	NOUN
ap-8344	60	83	of	of	ADP
ap-8344	60	84	view	view	NOUN
ap-8344	60	85	.	.	PUNCT
ap-8344	61	1	the	the	DET
ap-8344	61	2	combination	combination	NOUN
ap-8344	61	3	of	of	ADP
ap-8344	61	4	the	the	DET
ap-8344	61	5	4	4	NUM
ap-8344	61	6	cameras	camera	NOUN
ap-8344	61	7	allows	allow	VERB
ap-8344	61	8	a	a	DET
ap-8344	61	9	full	full	ADJ
ap-8344	61	10	360	360	NUM
ap-8344	61	11	°	°	NOUN
ap-8344	61	12	ring	ring	NOUN
ap-8344	61	13	to	to	PART
ap-8344	61	14	cover	cover	VERB
ap-8344	61	15	the	the	DET
ap-8344	61	16	entire	entire	ADJ
ap-8344	61	17	image	image	NOUN
ap-8344	61	18	of	of	ADP
ap-8344	61	19	the	the	DET
ap-8344	61	20	tunnel	tunnel	NOUN
ap-8344	61	21	surface	surface	NOUN
ap-8344	61	22	.	.	PUNCT
ap-8344	62	1	each	each	DET
ap-8344	62	2	thermal	thermal	ADJ
ap-8344	62	3	camera	camera	NOUN
ap-8344	62	4	has	have	VERB
ap-8344	62	5	a	a	DET
ap-8344	62	6	70	70	NUM
ap-8344	62	7	°	°	PRON
ap-8344	62	8	amplitude	amplitude	NOUN
ap-8344	62	9	to	to	PART
ap-8344	62	10	have	have	VERB
ap-8344	62	11	enough	enough	ADJ
ap-8344	62	12	coverage	coverage	NOUN
ap-8344	62	13	between	between	ADP
ap-8344	62	14	sets	set	NOUN
ap-8344	62	15	of	of	ADP
ap-8344	62	16	consecutive	consecutive	ADJ
ap-8344	62	17	images	image	NOUN
ap-8344	62	18	.	.	PUNCT
ap-8344	63	1	2.2	2.2	NUM
ap-8344	63	2	.	.	PUNCT
ap-8344	63	3	digitalization	digitalization	NOUN
ap-8344	63	4	archita	archita	NOUN
ap-8344	63	5	uses	use	VERB
ap-8344	63	6	the	the	DET
ap-8344	63	7	gnss+imu	gnss+imu	ADJ
ap-8344	63	8	sensors	sensor	NOUN
ap-8344	63	9	to	to	PART
ap-8344	63	10	calculate	calculate	VERB
ap-8344	63	11	the	the	DET
ap-8344	63	12	moving	move	VERB
ap-8344	63	13	trajectory	trajectory	NOUN
ap-8344	63	14	both	both	CCONJ
ap-8344	63	15	in	in	ADP
ap-8344	63	16	a	a	DET
ap-8344	63	17	relative	relative	ADJ
ap-8344	63	18	(	(	PUNCT
ap-8344	63	19	mobile	mobile	NOUN
ap-8344	63	20	)	)	PUNCT
ap-8344	63	21	and	and	CCONJ
ap-8344	63	22	absolute	absolute	ADJ
ap-8344	63	23	reference	reference	NOUN
ap-8344	63	24	system	system	NOUN
ap-8344	63	25	.	.	PUNCT
ap-8344	64	1	to	to	PART
ap-8344	64	2	analyse	analyse	VERB
ap-8344	64	3	underground	underground	ADJ
ap-8344	64	4	infrastructures	infrastructure	NOUN
ap-8344	64	5	where	where	SCONJ
ap-8344	64	6	the	the	DET
ap-8344	64	7	gnss	gnss	NOUN
ap-8344	64	8	signal	signal	NOUN
ap-8344	64	9	is	be	AUX
ap-8344	64	10	absent	absent	ADJ
ap-8344	64	11	,	,	PUNCT
ap-8344	64	12	the	the	DET
ap-8344	64	13	topographical	topographical	ADJ
ap-8344	64	14	survey	survey	NOUN
ap-8344	64	15	is	be	AUX
ap-8344	64	16	geo	geo	PROPN
ap-8344	64	17	-	-	PUNCT
ap-8344	64	18	referenced	reference	VERB
ap-8344	64	19	by	by	ADP
ap-8344	64	20	using	use	VERB
ap-8344	64	21	surface	surface	NOUN
ap-8344	64	22	benchmarks	benchmark	NOUN
ap-8344	64	23	near	near	ADP
ap-8344	64	24	the	the	DET
ap-8344	64	25	underground	underground	ADJ
ap-8344	64	26	stations	station	NOUN
ap-8344	64	27	and	and	CCONJ
ap-8344	64	28	control	control	NOUN
ap-8344	64	29	points	point	NOUN
ap-8344	64	30	at	at	ADP
ap-8344	64	31	the	the	DET
ap-8344	64	32	platforms	platform	NOUN
ap-8344	64	33	.	.	PUNCT
ap-8344	65	1	since	since	SCONJ
ap-8344	65	2	these	these	PRON
ap-8344	65	3	are	be	AUX
ap-8344	65	4	underground	underground	ADJ
ap-8344	65	5	stations	station	NOUN
ap-8344	65	6	,	,	PUNCT
ap-8344	65	7	it	it	PRON
ap-8344	65	8	was	be	AUX
ap-8344	65	9	necessary	necessary	ADJ
ap-8344	65	10	to	to	PART
ap-8344	65	11	create	create	VERB
ap-8344	65	12	a	a	DET
ap-8344	65	13	topographical	topographical	ADJ
ap-8344	65	14	base	base	NOUN
ap-8344	65	15	for	for	ADP
ap-8344	65	16	the	the	DET
ap-8344	65	17	mobile	mobile	ADJ
ap-8344	65	18	survey	survey	NOUN
ap-8344	65	19	system	system	NOUN
ap-8344	65	20	.	.	PUNCT
ap-8344	66	1	the	the	DET
ap-8344	66	2	benchmarks	benchmark	NOUN
ap-8344	66	3	in	in	ADP
ap-8344	66	4	the	the	DET
ap-8344	66	5	access	access	NOUN
ap-8344	66	6	areas	area	NOUN
ap-8344	66	7	outside	outside	ADP
ap-8344	66	8	the	the	DET
ap-8344	66	9	stations	station	NOUN
ap-8344	66	10	have	have	AUX
ap-8344	66	11	been	be	AUX
ap-8344	66	12	materialised	materialise	VERB
ap-8344	66	13	with	with	ADP
ap-8344	66	14	topographic	topographic	ADJ
ap-8344	66	15	nails	nail	NOUN
ap-8344	66	16	fixed	fix	VERB
ap-8344	66	17	to	to	ADP
ap-8344	66	18	the	the	DET
ap-8344	66	19	ground	ground	NOUN
ap-8344	66	20	and	and	CCONJ
ap-8344	66	21	they	they	PRON
ap-8344	66	22	have	have	AUX
ap-8344	66	23	been	be	AUX
ap-8344	66	24	taken	take	VERB
ap-8344	66	25	by	by	ADP
ap-8344	66	26	gps	gps	NOUN
ap-8344	66	27	instruments	instrument	NOUN
ap-8344	66	28	(	(	PUNCT
ap-8344	66	29	in	in	ADP
ap-8344	66	30	total	total	NOUN
ap-8344	66	31	3	3	NUM
ap-8344	66	32	for	for	ADP
ap-8344	66	33	each	each	DET
ap-8344	66	34	underground	underground	ADJ
ap-8344	66	35	station	station	NOUN
ap-8344	66	36	)	)	PUNCT
ap-8344	66	37	.	.	PUNCT
ap-8344	67	1	control	control	NOUN
ap-8344	67	2	points	point	NOUN
ap-8344	67	3	were	be	AUX
ap-8344	67	4	located	locate	VERB
ap-8344	67	5	on	on	ADP
ap-8344	67	6	the	the	DET
ap-8344	67	7	walls	wall	NOUN
ap-8344	67	8	of	of	ADP
ap-8344	67	9	the	the	DET
ap-8344	67	10	underground	underground	ADJ
ap-8344	67	11	stations	station	NOUN
ap-8344	67	12	using	use	VERB
ap-8344	67	13	topographic	topographic	ADJ
ap-8344	67	14	targets	target	NOUN
ap-8344	67	15	on	on	ADP
ap-8344	67	16	an	an	DET
ap-8344	67	17	opaque	opaque	ADJ
ap-8344	67	18	adhesive	adhesive	ADJ
ap-8344	67	19	pvc	pvc	NOUN
ap-8344	67	20	support	support	NOUN
ap-8344	67	21	(	(	PUNCT
ap-8344	67	22	figure	figure	NOUN
ap-8344	67	23	3a	3a	NUM
ap-8344	67	24	)	)	PUNCT
ap-8344	67	25	.	.	PUNCT
ap-8344	68	1	a	a	DET
ap-8344	68	2	total	total	ADJ
ap-8344	68	3	station	station	NOUN
ap-8344	68	4	was	be	AUX
ap-8344	68	5	used	use	VERB
ap-8344	68	6	to	to	PART
ap-8344	68	7	connect	connect	VERB
ap-8344	68	8	,	,	PUNCT
ap-8344	68	9	through	through	ADP
ap-8344	68	10	a	a	DET
ap-8344	68	11	precision	precision	NOUN
ap-8344	68	12	polygon	polygon	NOUN
ap-8344	68	13	with	with	ADP
ap-8344	68	14	short	short	ADJ
ap-8344	68	15	sides	side	NOUN
ap-8344	68	16	and	and	CCONJ
ap-8344	68	17	gps	gps	PROPN
ap-8344	68	18	meshes	mesh	NOUN
ap-8344	68	19	,	,	PUNCT
ap-8344	68	20	the	the	DET
ap-8344	68	21	3	3	NUM
ap-8344	68	22	external	external	ADJ
ap-8344	68	23	cornerstones	cornerstone	NOUN
ap-8344	68	24	to	to	ADP
ap-8344	68	25	the	the	DET
ap-8344	68	26	internal	internal	ADJ
ap-8344	68	27	control	control	NOUN
ap-8344	68	28	points	point	NOUN
ap-8344	68	29	to	to	PART
ap-8344	68	30	georeference	georeference	VERB
ap-8344	68	31	the	the	DET
ap-8344	68	32	detected	detect	VERB
ap-8344	68	33	cloud	cloud	NOUN
ap-8344	68	34	of	of	ADP
ap-8344	68	35	points	point	NOUN
ap-8344	68	36	.	.	PUNCT
ap-8344	69	1	figure	figure	NOUN
ap-8344	69	2	3b	3b	PROPN
ap-8344	69	3	exemplifies	exemplify	VERB
ap-8344	69	4	a	a	DET
ap-8344	69	5	scheme	scheme	NOUN
ap-8344	69	6	of	of	ADP
ap-8344	69	7	the	the	DET
ap-8344	69	8	topographical	topographical	ADJ
ap-8344	69	9	points	point	NOUN
ap-8344	69	10	(	(	PUNCT
ap-8344	69	11	i.e.	i.e.	X
ap-8344	69	12	,	,	PUNCT
ap-8344	69	13	reference	reference	NOUN
ap-8344	69	14	points	point	NOUN
ap-8344	69	15	,	,	PUNCT
ap-8344	69	16	control	control	NOUN
ap-8344	69	17	points	point	NOUN
ap-8344	69	18	,	,	PUNCT
ap-8344	69	19	stations	station	NOUN
ap-8344	69	20	,	,	PUNCT
ap-8344	69	21	and	and	CCONJ
ap-8344	69	22	polygon	polygon	PROPN
ap-8344	69	23	)	)	PUNCT
ap-8344	69	24	connected	connect	VERB
ap-8344	69	25	to	to	ADP
ap-8344	69	26	the	the	DET
ap-8344	69	27	platform	platform	NOUN
ap-8344	69	28	(	(	PUNCT
ap-8344	69	29	purple	purple	ADJ
ap-8344	69	30	line	line	NOUN
ap-8344	69	31	)	)	PUNCT
ap-8344	69	32	.	.	PUNCT
ap-8344	70	1	in	in	ADP
ap-8344	70	2	particular	particular	ADJ
ap-8344	70	3	,	,	PUNCT
ap-8344	70	4	anai	anai	NOUN
ap-8344	70	5	(	(	PUNCT
ap-8344	70	6	i=1	i=1	PROPN
ap-8344	70	7	,	,	PUNCT
ap-8344	70	8	2	2	NUM
ap-8344	70	9	,	,	PUNCT
ap-8344	70	10	3	3	NUM
ap-8344	70	11	)	)	PUNCT
ap-8344	70	12	are	be	AUX
ap-8344	70	13	the	the	DET
ap-8344	70	14	external	external	ADJ
ap-8344	70	15	cornerstones	cornerstone	NOUN
ap-8344	70	16	,	,	PUNCT
ap-8344	70	17	sj	sj	INTJ
ap-8344	70	18	(	(	PUNCT
ap-8344	70	19	j=1	j=1	NOUN
ap-8344	70	20	,	,	PUNCT
ap-8344	70	21	.	.	PUNCT
ap-8344	70	22	.	.	PUNCT
ap-8344	71	1	.	.	PUNCT
ap-8344	72	1	,	,	PUNCT
ap-8344	72	2	12	12	NUM
ap-8344	72	3	)	)	PUNCT
ap-8344	72	4	are	be	AUX
ap-8344	72	5	the	the	DET
ap-8344	72	6	station	station	NOUN
ap-8344	72	7	points	point	NOUN
ap-8344	72	8	,	,	PUNCT
ap-8344	72	9	and	and	CCONJ
ap-8344	72	10	tk	tk	PROPN
ap-8344	72	11	(	(	PUNCT
ap-8344	72	12	k=1	k=1	PROPN
ap-8344	72	13	,	,	PUNCT
ap-8344	72	14	3	3	NUM
ap-8344	72	15	,	,	PUNCT
ap-8344	72	16	7	7	NUM
ap-8344	72	17	)	)	PUNCT
ap-8344	72	18	are	be	AUX
ap-8344	72	19	the	the	DET
ap-8344	72	20	internal	internal	ADJ
ap-8344	72	21	control	control	NOUN
ap-8344	72	22	points	point	NOUN
ap-8344	72	23	.	.	PUNCT
ap-8344	73	1	figure	figure	VERB
ap-8344	73	2	3c	3c	NUM
ap-8344	73	3	shows	show	VERB
ap-8344	73	4	the	the	DET
ap-8344	73	5	position	position	NOUN
ap-8344	73	6	of	of	ADP
ap-8344	73	7	all	all	DET
ap-8344	73	8	the	the	DET
ap-8344	73	9	points	point	NOUN
ap-8344	73	10	inside	inside	ADP
ap-8344	73	11	an	an	DET
ap-8344	73	12	underground	underground	ADJ
ap-8344	73	13	railway	railway	NOUN
ap-8344	73	14	station	station	NOUN
ap-8344	73	15	.	.	PUNCT
ap-8344	74	1	in	in	ADP
ap-8344	74	2	each	each	DET
ap-8344	74	3	station	station	NOUN
ap-8344	74	4	,	,	PUNCT
ap-8344	74	5	archita	archita	PROPN
ap-8344	74	6	collimates	collimate	VERB
ap-8344	74	7	tk	tk	PROPN
ap-8344	74	8	and	and	CCONJ
ap-8344	74	9	makes	make	VERB
ap-8344	74	10	them	they	PRON
ap-8344	74	11	available	available	ADJ
ap-8344	74	12	according	accord	VERB
ap-8344	74	13	to	to	ADP
ap-8344	74	14	the	the	DET
ap-8344	74	15	two	two	NUM
ap-8344	74	16	reference	reference	NOUN
ap-8344	74	17	systems	system	NOUN
ap-8344	74	18	(	(	PUNCT
ap-8344	74	19	relative	relative	ADJ
ap-8344	74	20	and	and	CCONJ
ap-8344	74	21	absolute	absolute	ADJ
ap-8344	74	22	)	)	PUNCT
ap-8344	74	23	.	.	PUNCT
ap-8344	75	1	finally	finally	ADV
ap-8344	75	2	,	,	PUNCT
ap-8344	75	3	the	the	DET
ap-8344	75	4	absolute	absolute	ADJ
ap-8344	75	5	coordinates	coordinate	NOUN
ap-8344	75	6	of	of	ADP
ap-8344	75	7	the	the	DET
ap-8344	75	8	whole	whole	ADJ
ap-8344	75	9	infrastructure	infrastructure	NOUN
ap-8344	75	10	can	can	AUX
ap-8344	75	11	be	be	AUX
ap-8344	75	12	obtained	obtain	VERB
ap-8344	75	13	from	from	ADP
ap-8344	75	14	the	the	DET
ap-8344	75	15	geospatial	geospatial	ADJ
ap-8344	75	16	software	software	NOUN
ap-8344	75	17	infinity	infinity	NOUN
ap-8344	75	18	[	[	X
ap-8344	75	19	25	25	NUM
ap-8344	75	20	]	]	PUNCT
ap-8344	75	21	.	.	PUNCT
ap-8344	76	1	113	113	NUM
ap-8344	76	2	f.	f.	PROPN
ap-8344	76	3	foria	foria	PROPN
ap-8344	76	4	,	,	PUNCT
ap-8344	76	5	m.	m.	NOUN
ap-8344	76	6	calicchio	calicchio	PROPN
ap-8344	76	7	,	,	PUNCT
ap-8344	76	8	l.	l.	PROPN
ap-8344	76	9	moretti	moretti	PROPN
ap-8344	76	10	,	,	PUNCT
ap-8344	76	11	g.	g.	PROPN
ap-8344	76	12	loprencipe	loprencipe	PROPN
ap-8344	76	13	acta	acta	PROPN
ap-8344	76	14	polytechnica	polytechnica	PROPN
ap-8344	76	15	(	(	PUNCT
ap-8344	76	16	a	a	NOUN
ap-8344	76	17	)	)	PUNCT
ap-8344	76	18	.	.	PUNCT
ap-8344	77	1	(	(	PUNCT
ap-8344	77	2	b	b	NOUN
ap-8344	77	3	)	)	PUNCT
ap-8344	77	4	.	.	PUNCT
ap-8344	78	1	(	(	PUNCT
ap-8344	78	2	c	c	X
ap-8344	78	3	)	)	PUNCT
ap-8344	78	4	.	.	PUNCT
ap-8344	79	1	figure	figure	VERB
ap-8344	79	2	3	3	NUM
ap-8344	79	3	.	.	PUNCT
ap-8344	80	1	(	(	PUNCT
ap-8344	80	2	a	a	X
ap-8344	80	3	)	)	PUNCT
ap-8344	80	4	opaque	opaque	ADJ
ap-8344	80	5	adhesive	adhesive	ADJ
ap-8344	80	6	pvc	pvc	NOUN
ap-8344	80	7	support	support	NOUN
ap-8344	80	8	used	use	VERB
ap-8344	80	9	to	to	PART
ap-8344	80	10	materialise	materialise	VERB
ap-8344	80	11	the	the	DET
ap-8344	80	12	internal	internal	ADJ
ap-8344	80	13	control	control	NOUN
ap-8344	80	14	points	point	NOUN
ap-8344	80	15	;	;	PUNCT
ap-8344	80	16	(	(	PUNCT
ap-8344	80	17	b	b	X
ap-8344	80	18	)	)	PUNCT
ap-8344	80	19	example	example	NOUN
ap-8344	80	20	of	of	ADP
ap-8344	80	21	a	a	DET
ap-8344	80	22	precision	precision	NOUN
ap-8344	80	23	polygon	polygon	NOUN
ap-8344	80	24	;	;	PUNCT
ap-8344	80	25	(	(	PUNCT
ap-8344	80	26	c	c	X
ap-8344	80	27	)	)	PUNCT
ap-8344	80	28	position	position	NOUN
ap-8344	80	29	of	of	ADP
ap-8344	80	30	all	all	DET
ap-8344	80	31	the	the	DET
ap-8344	80	32	points	point	NOUN
ap-8344	80	33	inside	inside	ADP
ap-8344	80	34	underground	underground	ADJ
ap-8344	80	35	railway	railway	NOUN
ap-8344	80	36	stations	station	NOUN
ap-8344	80	37	.	.	PUNCT
ap-8344	81	1	the	the	DET
ap-8344	81	2	operating	operate	VERB
ap-8344	81	3	speed	speed	NOUN
ap-8344	81	4	(	(	PUNCT
ap-8344	81	5	15	15	NUM
ap-8344	81	6	-	-	SYM
ap-8344	81	7	30	30	NUM
ap-8344	81	8	km·h−1	km·h−1	NOUN
ap-8344	81	9	)	)	PUNCT
ap-8344	81	10	of	of	ADP
ap-8344	81	11	archita	archita	NOUN
ap-8344	81	12	minimises	minimise	VERB
ap-8344	81	13	the	the	DET
ap-8344	81	14	impact	impact	NOUN
ap-8344	81	15	on	on	ADP
ap-8344	81	16	existing	exist	VERB
ap-8344	81	17	railways	railway	NOUN
ap-8344	81	18	with	with	ADP
ap-8344	81	19	only	only	ADV
ap-8344	81	20	a	a	DET
ap-8344	81	21	short	short	ADJ
ap-8344	81	22	disruption	disruption	NOUN
ap-8344	81	23	to	to	ADP
ap-8344	81	24	the	the	DET
ap-8344	81	25	traffic	traffic	NOUN
ap-8344	81	26	and	and	CCONJ
ap-8344	81	27	without	without	ADP
ap-8344	81	28	the	the	DET
ap-8344	81	29	need	need	NOUN
ap-8344	81	30	to	to	PART
ap-8344	81	31	turn	turn	VERB
ap-8344	81	32	off	off	ADP
ap-8344	81	33	the	the	DET
ap-8344	81	34	electrical	electrical	ADJ
ap-8344	81	35	systems	system	NOUN
ap-8344	81	36	.	.	PUNCT
ap-8344	82	1	2.3	2.3	NUM
ap-8344	82	2	.	.	PUNCT
ap-8344	83	1	defects	defect	VERB
ap-8344	83	2	analysis	analysis	NOUN
ap-8344	83	3	the	the	DET
ap-8344	83	4	data	datum	NOUN
ap-8344	83	5	from	from	ADP
ap-8344	83	6	the	the	DET
ap-8344	83	7	geometric	geometric	ADJ
ap-8344	83	8	survey	survey	NOUN
ap-8344	83	9	are	be	AUX
ap-8344	83	10	used	use	VERB
ap-8344	83	11	to	to	PART
ap-8344	83	12	obtain	obtain	VERB
ap-8344	83	13	a	a	DET
ap-8344	83	14	3d	3d	NUM
ap-8344	83	15	model	model	NOUN
ap-8344	83	16	,	,	PUNCT
ap-8344	83	17	while	while	SCONJ
ap-8344	83	18	both	both	CCONJ
ap-8344	83	19	the	the	DET
ap-8344	83	20	manual	manual	NOUN
ap-8344	83	21	and	and	CCONJ
ap-8344	83	22	the	the	DET
ap-8344	83	23	automatic	automatic	ADJ
ap-8344	83	24	method	method	NOUN
ap-8344	83	25	are	be	AUX
ap-8344	83	26	used	use	VERB
ap-8344	83	27	for	for	ADP
ap-8344	83	28	the	the	DET
ap-8344	83	29	defect	defect	ADJ
ap-8344	83	30	analysis	analysis	NOUN
ap-8344	83	31	.	.	PUNCT
ap-8344	84	1	for	for	ADP
ap-8344	84	2	manual	manual	ADJ
ap-8344	84	3	digitalisation	digitalisation	NOUN
ap-8344	84	4	,	,	PUNCT
ap-8344	84	5	a	a	DET
ap-8344	84	6	specific	specific	ADJ
ap-8344	84	7	it	it	NOUN
ap-8344	84	8	environment	environment	NOUN
ap-8344	84	9	can	can	AUX
ap-8344	84	10	process	process	VERB
ap-8344	84	11	the	the	DET
ap-8344	84	12	images	image	NOUN
ap-8344	84	13	based	base	VERB
ap-8344	84	14	on	on	ADP
ap-8344	84	15	a	a	DET
ap-8344	84	16	catalogue	catalogue	NOUN
ap-8344	84	17	specific	specific	NOUN
ap-8344	84	18	for	for	ADP
ap-8344	84	19	tunnels	tunnel	NOUN
ap-8344	84	20	to	to	PART
ap-8344	84	21	obtain	obtain	VERB
ap-8344	84	22	indices	index	NOUN
ap-8344	84	23	to	to	PART
ap-8344	84	24	be	be	AUX
ap-8344	84	25	used	use	VERB
ap-8344	84	26	in	in	ADP
ap-8344	84	27	the	the	DET
ap-8344	84	28	different	different	ADJ
ap-8344	84	29	analyses	analysis	NOUN
ap-8344	84	30	.	.	PUNCT
ap-8344	85	1	extension	extension	NOUN
ap-8344	85	2	,	,	PUNCT
ap-8344	85	3	intensity	intensity	NOUN
ap-8344	85	4	,	,	PUNCT
ap-8344	85	5	and	and	CCONJ
ap-8344	85	6	survey	survey	NOUN
ap-8344	85	7	time	time	NOUN
ap-8344	85	8	are	be	AUX
ap-8344	85	9	associated	associate	VERB
ap-8344	85	10	with	with	ADP
ap-8344	85	11	each	each	DET
ap-8344	85	12	defect	defect	NOUN
ap-8344	85	13	to	to	PART
ap-8344	85	14	monitor	monitor	VERB
ap-8344	85	15	its	its	PRON
ap-8344	85	16	evolution	evolution	NOUN
ap-8344	85	17	.	.	PUNCT
ap-8344	86	1	each	each	DET
ap-8344	86	2	index	index	NOUN
ap-8344	86	3	value	value	NOUN
ap-8344	86	4	falls	fall	VERB
ap-8344	86	5	within	within	ADP
ap-8344	86	6	specific	specific	ADJ
ap-8344	86	7	ranges	range	NOUN
ap-8344	86	8	(	(	PUNCT
ap-8344	86	9	e.g.	e.g.	ADV
ap-8344	86	10	,	,	PUNCT
ap-8344	86	11	between	between	ADP
ap-8344	86	12	1	1	NUM
ap-8344	86	13	and	and	CCONJ
ap-8344	86	14	4	4	NUM
ap-8344	86	15	)	)	PUNCT
ap-8344	86	16	to	to	PART
ap-8344	86	17	quantify	quantify	VERB
ap-8344	86	18	the	the	DET
ap-8344	86	19	infrastructure	infrastructure	NOUN
ap-8344	86	20	condition	condition	NOUN
ap-8344	86	21	and	and	CCONJ
ap-8344	86	22	to	to	PART
ap-8344	86	23	allow	allow	VERB
ap-8344	86	24	monitoring	monitoring	NOUN
ap-8344	86	25	alerts	alert	NOUN
ap-8344	86	26	if	if	SCONJ
ap-8344	86	27	critical	critical	ADJ
ap-8344	86	28	thresholds	threshold	NOUN
ap-8344	86	29	are	be	AUX
ap-8344	86	30	passed	pass	VERB
ap-8344	86	31	.	.	PUNCT
ap-8344	87	1	an	an	DET
ap-8344	87	2	ai	ai	NOUN
ap-8344	87	3	algorithm	algorithm	NOUN
ap-8344	87	4	was	be	AUX
ap-8344	87	5	used	use	VERB
ap-8344	87	6	for	for	ADP
ap-8344	87	7	automatic	automatic	ADJ
ap-8344	87	8	defect	defect	NOUN
ap-8344	87	9	detection	detection	NOUN
ap-8344	87	10	and	and	CCONJ
ap-8344	87	11	digitalisation	digitalisation	NOUN
ap-8344	87	12	applying	apply	VERB
ap-8344	87	13	the	the	DET
ap-8344	87	14	knowledge	knowledge	NOUN
ap-8344	87	15	acquired	acquire	VERB
ap-8344	87	16	to	to	ADP
ap-8344	87	17	date	date	NOUN
ap-8344	87	18	to	to	ADP
ap-8344	87	19	the	the	DET
ap-8344	87	20	collected	collect	VERB
ap-8344	87	21	data	datum	NOUN
ap-8344	87	22	.	.	PUNCT
ap-8344	88	1	this	this	DET
ap-8344	88	2	study	study	NOUN
ap-8344	88	3	adopted	adopt	VERB
ap-8344	88	4	an	an	DET
ap-8344	88	5	ad	ad	NOUN
ap-8344	88	6	hoc	hoc	X
ap-8344	88	7	library	library	NOUN
ap-8344	88	8	(	(	PUNCT
ap-8344	88	9	table	table	NOUN
ap-8344	88	10	1	1	NUM
ap-8344	88	11	)	)	PUNCT
ap-8344	88	12	valid	valid	NOUN
ap-8344	88	13	for	for	ADP
ap-8344	88	14	mechanised	mechanised	ADJ
ap-8344	88	15	tunnels	tunnel	NOUN
ap-8344	88	16	with	with	ADP
ap-8344	88	17	prefabricated	prefabricate	VERB
ap-8344	88	18	segment	segment	NOUN
ap-8344	88	19	lining	lining	NOUN
ap-8344	88	20	.	.	PUNCT
ap-8344	89	1	the	the	DET
ap-8344	89	2	analysed	analyse	VERB
ap-8344	89	3	defect	defect	NOUN
ap-8344	89	4	categories	category	NOUN
ap-8344	89	5	depend	depend	VERB
ap-8344	89	6	on	on	ADP
ap-8344	89	7	the	the	DET
ap-8344	89	8	lining	lining	NOUN
ap-8344	89	9	material	material	NOUN
ap-8344	89	10	:	:	PUNCT
ap-8344	89	11	•	•	NUM
ap-8344	89	12	masonry	masonry	NOUN
ap-8344	89	13	lining	lining	NOUN
ap-8344	89	14	(	(	PUNCT
ap-8344	89	15	m	m	NOUN
ap-8344	89	16	):	):	PUNCT
ap-8344	89	17	longitudinal	longitudinal	ADJ
ap-8344	89	18	crack	crack	NOUN
ap-8344	89	19	,	,	PUNCT
ap-8344	89	20	transversal	transversal	NOUN
ap-8344	89	21	crack	crack	NOUN
ap-8344	89	22	,	,	PUNCT
ap-8344	89	23	diagonal	diagonal	ADJ
ap-8344	89	24	crack	crack	NOUN
ap-8344	89	25	,	,	PUNCT
ap-8344	89	26	crack	crack	NOUN
ap-8344	89	27	network	network	NOUN
ap-8344	89	28	,	,	PUNCT
ap-8344	89	29	wet	wet	ADJ
ap-8344	89	30	surface	surface	NOUN
ap-8344	89	31	and	and	CCONJ
ap-8344	89	32	leakages	leakage	NOUN
ap-8344	89	33	,	,	PUNCT
ap-8344	89	34	loss	loss	NOUN
ap-8344	89	35	of	of	ADP
ap-8344	89	36	material	material	NOUN
ap-8344	89	37	in	in	ADP
ap-8344	89	38	the	the	DET
ap-8344	89	39	joints	joint	NOUN
ap-8344	89	40	,	,	PUNCT
ap-8344	89	41	detachment	detachment	NOUN
ap-8344	89	42	,	,	PUNCT
ap-8344	89	43	deformation	deformation	NOUN
ap-8344	89	44	,	,	PUNCT
ap-8344	89	45	moss	moss	NOUN
ap-8344	89	46	/	/	SYM
ap-8344	89	47	plants	plant	NOUN
ap-8344	89	48	presence	presence	NOUN
ap-8344	89	49	,	,	PUNCT
ap-8344	89	50	and	and	CCONJ
ap-8344	89	51	efflorescence	efflorescence	NOUN
ap-8344	89	52	;	;	PUNCT
ap-8344	89	53	•	•	NUM
ap-8344	89	54	concrete	concrete	ADJ
ap-8344	89	55	lining	lining	NOUN
ap-8344	89	56	(	(	PUNCT
ap-8344	89	57	c	c	NOUN
ap-8344	89	58	):	):	PUNCT
ap-8344	89	59	longitudinal	longitudinal	ADJ
ap-8344	89	60	crack	crack	NOUN
ap-8344	89	61	,	,	PUNCT
ap-8344	89	62	transversal	transversal	NOUN
ap-8344	89	63	crack	crack	NOUN
ap-8344	89	64	,	,	PUNCT
ap-8344	89	65	diagonal	diagonal	ADJ
ap-8344	89	66	crack	crack	NOUN
ap-8344	89	67	,	,	PUNCT
ap-8344	89	68	crack	crack	NOUN
ap-8344	89	69	network	network	NOUN
ap-8344	89	70	,	,	PUNCT
ap-8344	89	71	wet	wet	ADJ
ap-8344	89	72	surface	surface	NOUN
ap-8344	89	73	,	,	PUNCT
ap-8344	89	74	and	and	CCONJ
ap-8344	89	75	leakage	leakage	NOUN
ap-8344	89	76	,	,	PUNCT
ap-8344	89	77	detachment	detachment	NOUN
ap-8344	89	78	,	,	PUNCT
ap-8344	89	79	deterioration	deterioration	NOUN
ap-8344	89	80	,	,	PUNCT
ap-8344	89	81	pop	pop	NOUN
ap-8344	89	82	-	-	PUNCT
ap-8344	89	83	out	out	NOUN
ap-8344	89	84	,	,	PUNCT
ap-8344	89	85	corrosion	corrosion	NOUN
ap-8344	89	86	,	,	PUNCT
ap-8344	89	87	and	and	CCONJ
ap-8344	89	88	exposure	exposure	NOUN
ap-8344	89	89	of	of	ADP
ap-8344	89	90	rebars	rebar	NOUN
ap-8344	89	91	.	.	PUNCT
ap-8344	90	1	table	table	NOUN
ap-8344	90	2	1	1	NUM
ap-8344	90	3	lists	list	VERB
ap-8344	90	4	the	the	DET
ap-8344	90	5	defects	defect	NOUN
ap-8344	90	6	catalogue	catalogue	NOUN
ap-8344	90	7	adopted	adopt	VERB
ap-8344	90	8	in	in	ADP
ap-8344	90	9	tunnels	tunnel	NOUN
ap-8344	90	10	with	with	ADP
ap-8344	90	11	concrete	concrete	ADJ
ap-8344	90	12	lining	lining	NOUN
ap-8344	90	13	.	.	PUNCT
ap-8344	91	1	masonry	masonry	NOUN
ap-8344	91	2	and	and	CCONJ
ap-8344	91	3	water	water	NOUN
ap-8344	91	4	defects	defect	NOUN
ap-8344	91	5	are	be	AUX
ap-8344	91	6	treated	treat	VERB
ap-8344	91	7	to	to	PART
ap-8344	91	8	obtain	obtain	VERB
ap-8344	91	9	a	a	DET
ap-8344	91	10	global	global	ADJ
ap-8344	91	11	index	index	NOUN
ap-8344	91	12	(	(	PUNCT
ap-8344	91	13	i.e.	i.e.	X
ap-8344	91	14	extension	extension	NOUN
ap-8344	91	15	index	index	NOUN
ap-8344	91	16	)	)	PUNCT
ap-8344	91	17	that	that	PRON
ap-8344	91	18	summarises	summarise	VERB
ap-8344	91	19	the	the	DET
ap-8344	91	20	current	current	ADJ
ap-8344	91	21	state	state	NOUN
ap-8344	91	22	of	of	ADP
ap-8344	91	23	the	the	DET
ap-8344	91	24	tunnel	tunnel	NOUN
ap-8344	91	25	lining	lining	NOUN
ap-8344	91	26	.	.	PUNCT
ap-8344	92	1	its	its	PRON
ap-8344	92	2	value	value	NOUN
ap-8344	92	3	is	be	AUX
ap-8344	92	4	assessed	assess	VERB
ap-8344	92	5	for	for	ADP
ap-8344	92	6	each	each	DET
ap-8344	92	7	tunnel	tunnel	NOUN
ap-8344	92	8	sector	sector	NOUN
ap-8344	92	9	that	that	PRON
ap-8344	92	10	is	be	AUX
ap-8344	92	11	about	about	ADV
ap-8344	92	12	20	20	NUM
ap-8344	92	13	mlong	mlong	ADJ
ap-8344	92	14	and	and	CCONJ
ap-8344	92	15	is	be	AUX
ap-8344	92	16	equal	equal	ADJ
ap-8344	92	17	to	to	ADP
ap-8344	92	18	the	the	DET
ap-8344	92	19	ratio	ratio	NOUN
ap-8344	92	20	between	between	ADP
ap-8344	92	21	the	the	DET
ap-8344	92	22	distressed	distressed	ADJ
ap-8344	92	23	surfaces	surface	NOUN
ap-8344	92	24	and	and	CCONJ
ap-8344	92	25	the	the	DET
ap-8344	92	26	total	total	ADJ
ap-8344	92	27	lining	lining	NOUN
ap-8344	92	28	surface	surface	NOUN
ap-8344	92	29	(	(	PUNCT
ap-8344	92	30	in	in	ADP
ap-8344	92	31	percentage	percentage	NOUN
ap-8344	92	32	)	)	PUNCT
ap-8344	92	33	.	.	PUNCT
ap-8344	93	1	moreover	moreover	ADV
ap-8344	93	2	,	,	PUNCT
ap-8344	93	3	the	the	DET
ap-8344	93	4	defect	defect	NOUN
ap-8344	93	5	mapping	mapping	NOUN
ap-8344	93	6	from	from	ADP
ap-8344	93	7	high	high	ADJ
ap-8344	93	8	-	-	PUNCT
ap-8344	93	9	resolution	resolution	NOUN
ap-8344	93	10	photos	photo	NOUN
ap-8344	93	11	and	and	CCONJ
ap-8344	93	12	the	the	DET
ap-8344	93	13	point	point	NOUN
ap-8344	93	14	cloud	cloud	NOUN
ap-8344	93	15	allowed	allow	VERB
ap-8344	93	16	positioning	positioning	NOUN
ap-8344	93	17	,	,	PUNCT
ap-8344	93	18	measuring	measuring	NOUN
ap-8344	93	19	,	,	PUNCT
ap-8344	93	20	and	and	CCONJ
ap-8344	93	21	quantifying	quantifying	NOUN
ap-8344	93	22	of	of	ADP
ap-8344	93	23	the	the	DET
ap-8344	93	24	defects	defect	NOUN
ap-8344	93	25	identified	identify	VERB
ap-8344	93	26	on	on	ADP
ap-8344	93	27	the	the	DET
ap-8344	93	28	tunnel	tunnel	NOUN
ap-8344	93	29	lining	lining	NOUN
ap-8344	93	30	is	be	AUX
ap-8344	93	31	also	also	ADV
ap-8344	93	32	carried	carry	VERB
ap-8344	93	33	out	out	ADP
ap-8344	93	34	.	.	PUNCT
ap-8344	94	1	the	the	DET
ap-8344	94	2	defects	defect	NOUN
ap-8344	94	3	have	have	AUX
ap-8344	94	4	been	be	AUX
ap-8344	94	5	considered	consider	VERB
ap-8344	94	6	according	accord	VERB
ap-8344	94	7	to	to	ADP
ap-8344	94	8	the	the	DET
ap-8344	94	9	encoder	encoder	NOUN
ap-8344	94	10	network	network	NOUN
ap-8344	94	11	segnet	segnet	NOUN
ap-8344	95	1	[	[	X
ap-8344	95	2	26	26	NUM
ap-8344	95	3	]	]	PUNCT
ap-8344	95	4	with	with	ADP
ap-8344	95	5	a	a	DET
ap-8344	95	6	convolutional	convolutional	ADJ
ap-8344	95	7	neural	neural	ADJ
ap-8344	95	8	network	network	NOUN
ap-8344	95	9	(	(	PUNCT
ap-8344	95	10	cnn	cnn	PROPN
ap-8344	95	11	)	)	PUNCT
ap-8344	95	12	able	able	ADJ
ap-8344	95	13	to	to	PART
ap-8344	95	14	detect	detect	VERB
ap-8344	95	15	and	and	CCONJ
ap-8344	95	16	segment	segment	NOUN
ap-8344	95	17	cracks	crack	NOUN
ap-8344	95	18	starting	start	VERB
ap-8344	95	19	from	from	ADP
ap-8344	95	20	the	the	DET
ap-8344	95	21	image	image	NOUN
ap-8344	95	22	analysis	analysis	NOUN
ap-8344	95	23	(	(	PUNCT
ap-8344	95	24	figure	figure	NOUN
ap-8344	95	25	4	4	NUM
ap-8344	95	26	)	)	PUNCT
ap-8344	95	27	.	.	PUNCT
ap-8344	96	1	the	the	DET
ap-8344	96	2	deep	deep	ADJ
ap-8344	96	3	convolutional	convolutional	ADJ
ap-8344	96	4	encoder	encoder	NOUN
ap-8344	96	5	-	-	PUNCT
ap-8344	96	6	decoder	decoder	NOUN
ap-8344	96	7	architecture	architecture	NOUN
ap-8344	96	8	for	for	ADP
ap-8344	96	9	image	image	NOUN
ap-8344	96	10	segmentation	segmentation	NOUN
ap-8344	96	11	allows	allow	VERB
ap-8344	96	12	the	the	DET
ap-8344	96	13	extraction	extraction	NOUN
ap-8344	96	14	of	of	ADP
ap-8344	96	15	the	the	DET
ap-8344	96	16	crack	crack	NOUN
ap-8344	96	17	skeleton	skeleton	NOUN
ap-8344	96	18	and	and	CCONJ
ap-8344	96	19	the	the	DET
ap-8344	96	20	identification	identification	NOUN
ap-8344	96	21	of	of	ADP
ap-8344	96	22	the	the	DET
ap-8344	96	23	linear	linear	ADJ
ap-8344	96	24	defects	defect	NOUN
ap-8344	96	25	.	.	PUNCT
ap-8344	97	1	the	the	DET
ap-8344	97	2	implementation	implementation	NOUN
ap-8344	97	3	of	of	ADP
ap-8344	97	4	the	the	DET
ap-8344	97	5	process	process	NOUN
ap-8344	97	6	was	be	AUX
ap-8344	97	7	carried	carry	VERB
ap-8344	97	8	out	out	ADP
ap-8344	97	9	in	in	ADP
ap-8344	97	10	python	python	NOUN
ap-8344	98	1	[	[	X
ap-8344	98	2	27	27	NUM
ap-8344	98	3	]	]	PUNCT
ap-8344	98	4	and	and	CCONJ
ap-8344	98	5	c++	c++	NOUN
ap-8344	98	6	[	[	X
ap-8344	98	7	28	28	NUM
ap-8344	98	8	]	]	PUNCT
ap-8344	98	9	using	use	VERB
ap-8344	98	10	the	the	DET
ap-8344	98	11	tensorflow	tensorflow	NOUN
ap-8344	98	12	software	software	NOUN
ap-8344	98	13	library	library	NOUN
ap-8344	99	1	[	[	X
ap-8344	99	2	29	29	NUM
ap-8344	99	3	]	]	PUNCT
ap-8344	99	4	.	.	PUNCT
ap-8344	100	1	the	the	DET
ap-8344	100	2	proposed	propose	VERB
ap-8344	100	3	approach	approach	NOUN
ap-8344	100	4	gave	give	VERB
ap-8344	100	5	interesting	interesting	ADJ
ap-8344	100	6	results	result	NOUN
ap-8344	100	7	in	in	ADP
ap-8344	100	8	terms	term	NOUN
ap-8344	100	9	of	of	ADP
ap-8344	100	10	common	common	ADJ
ap-8344	100	11	classification	classification	NOUN
ap-8344	100	12	metrics	metric	NOUN
ap-8344	100	13	computed	compute	VERB
ap-8344	100	14	and	and	CCONJ
ap-8344	100	15	averaged	average	VERB
ap-8344	100	16	over	over	ADP
ap-8344	100	17	the	the	DET
ap-8344	100	18	pixel	pixel	ADJ
ap-8344	100	19	distribution	distribution	NOUN
ap-8344	100	20	:	:	PUNCT
ap-8344	100	21	accuracy	accuracy	NOUN
ap-8344	100	22	,	,	PUNCT
ap-8344	100	23	precision	precision	NOUN
ap-8344	100	24	,	,	PUNCT
ap-8344	100	25	and	and	CCONJ
ap-8344	100	26	recall	recall	NOUN
ap-8344	100	27	values	value	NOUN
ap-8344	100	28	were	be	AUX
ap-8344	100	29	93	93	NUM
ap-8344	100	30	%	%	NOUN
ap-8344	100	31	,	,	PUNCT
ap-8344	100	32	62	62	NUM
ap-8344	100	33	%	%	NOUN
ap-8344	100	34	,	,	PUNCT
ap-8344	100	35	and	and	CCONJ
ap-8344	100	36	61	61	NUM
ap-8344	100	37	%	%	NOUN
ap-8344	100	38	,	,	PUNCT
ap-8344	100	39	respectively	respectively	ADV
ap-8344	100	40	.	.	PUNCT
ap-8344	101	1	in	in	ADP
ap-8344	101	2	particular	particular	ADJ
ap-8344	101	3	,	,	PUNCT
ap-8344	101	4	the	the	DET
ap-8344	101	5	automatic	automatic	ADJ
ap-8344	101	6	approach	approach	NOUN
ap-8344	101	7	is	be	AUX
ap-8344	101	8	114	114	NUM
ap-8344	101	9	vol	vol	NOUN
ap-8344	101	10	.	.	PUNCT
ap-8344	102	1	63	63	NUM
ap-8344	103	1	no	no	NOUN
ap-8344	103	2	.	.	PUNCT
ap-8344	104	1	2/2023	2/2023	NUM
ap-8344	104	2	multidimensional	multidimensional	ADJ
ap-8344	104	3	mobile	mobile	ADJ
ap-8344	104	4	mapping	mapping	NOUN
ap-8344	104	5	and	and	CCONJ
ap-8344	104	6	integrated	integrate	VERB
ap-8344	104	7	approach	approach	NOUN
ap-8344	104	8	defect	defect	NOUN
ap-8344	104	9	code	code	NOUN
ap-8344	104	10	defect	defect	NOUN
ap-8344	104	11	name	name	NOUN
ap-8344	104	12	unit	unit	NOUN
ap-8344	104	13	c1	c1	PROPN
ap-8344	104	14	aggregate	aggregate	ADJ
ap-8344	104	15	exposure	exposure	NOUN
ap-8344	104	16	m2	m2	PROPN
ap-8344	104	17	c2	c2	PROPN
ap-8344	104	18	pop	pop	PROPN
ap-8344	104	19	-	-	PUNCT
ap-8344	104	20	out	out	ADP
ap-8344	104	21	m2	m2	PROPN
ap-8344	104	22	c3	c3	PROPN
ap-8344	104	23	exposure	exposure	NOUN
ap-8344	104	24	/	/	SYM
ap-8344	104	25	corrosion	corrosion	NOUN
ap-8344	104	26	of	of	ADP
ap-8344	104	27	reinforcement	reinforcement	NOUN
ap-8344	104	28	m2	m2	PROPN
ap-8344	104	29	c4	c4	PROPN
ap-8344	104	30	surface	surface	NOUN
ap-8344	104	31	lining	lining	NOUN
ap-8344	104	32	detachment	detachment	NOUN
ap-8344	104	33	m2	m2	PROPN
ap-8344	104	34	c5	c5	PROPN
ap-8344	104	35	wet	wet	PROPN
ap-8344	104	36	spot	spot	NOUN
ap-8344	104	37	m2	m2	PROPN
ap-8344	104	38	superficial	superficial	PROPN
ap-8344	104	39	c6	c6	PROPN
ap-8344	104	40	leakage	leakage	NOUN
ap-8344	104	41	from	from	ADP
ap-8344	104	42	joints	joint	NOUN
ap-8344	104	43	m2	m2	PROPN
ap-8344	104	44	concrete	concrete	PROPN
ap-8344	104	45	c7	c7	PROPN
ap-8344	104	46	leakage	leakage	NOUN
ap-8344	104	47	from	from	ADP
ap-8344	104	48	cracks	crack	NOUN
ap-8344	104	49	m2	m2	PROPN
ap-8344	104	50	defects	defect	NOUN
ap-8344	104	51	c8	c8	PROPN
ap-8344	104	52	freeze	freeze	NOUN
ap-8344	104	53	/	/	SYM
ap-8344	104	54	thaw	thaw	NOUN
ap-8344	104	55	cycles	cycle	NOUN
ap-8344	104	56	m2	m2	PROPN
ap-8344	104	57	c9	c9	PROPN
ap-8344	104	58	presence	presence	NOUN
ap-8344	104	59	of	of	ADP
ap-8344	104	60	moss	moss	NOUN
ap-8344	104	61	or	or	CCONJ
ap-8344	104	62	vegetation	vegetation	NOUN
ap-8344	104	63	m2	m2	PROPN
ap-8344	104	64	c10	c10	PROPN
ap-8344	104	65	non	non	ADJ
ap-8344	104	66	-	-	ADJ
ap-8344	104	67	homogeneous	homogeneous	ADJ
ap-8344	104	68	reticular	reticular	ADJ
ap-8344	104	69	cracks1	cracks1	NOUN
ap-8344	104	70	m2	m2	PROPN
ap-8344	104	71	c11	c11	PROPN
ap-8344	104	72	homogeneous	homogeneous	ADJ
ap-8344	104	73	reticular	reticular	ADJ
ap-8344	104	74	cracks1	cracks1	NOUN
ap-8344	104	75	m2	m2	PROPN
ap-8344	104	76	c12	c12	PROPN
ap-8344	104	77	longitudinal	longitudinal	ADJ
ap-8344	104	78	cracks1	cracks1	PROPN
ap-8344	104	79	m	m	PROPN
ap-8344	105	1	c13	c13	NOUN
ap-8344	105	2	transverse	transverse	NOUN
ap-8344	105	3	cracks1	cracks1	PROPN
ap-8344	105	4	m	m	PROPN
ap-8344	105	5	c14	c14	PROPN
ap-8344	105	6	diagonal	diagonal	ADJ
ap-8344	105	7	cracks1	cracks1	PROPN
ap-8344	105	8	m	m	VERB
ap-8344	106	1	t12	t12	PROPN
ap-8344	106	2	longitudinal	longitudinal	ADJ
ap-8344	106	3	cracks1	cracks1	PROPN
ap-8344	106	4	m	m	VERB
ap-8344	106	5	t13	t13	ADJ
ap-8344	106	6	transverse	transverse	NOUN
ap-8344	106	7	cracks1	cracks1	NOUN
ap-8344	106	8	m	m	VERB
ap-8344	106	9	technological	technological	ADJ
ap-8344	106	10	t14	t14	NOUN
ap-8344	106	11	corner	corner	NOUN
ap-8344	106	12	cracks1	cracks1	PROPN
ap-8344	107	1	m	m	PROPN
ap-8344	107	2	defects	defect	NOUN
ap-8344	107	3	t15	t15	NOUN
ap-8344	107	4	chipping	chip	VERB
ap-8344	107	5	surface	surface	NOUN
ap-8344	107	6	m2	m2	PROPN
ap-8344	107	7	t16	t16	PROPN
ap-8344	107	8	joint	joint	ADJ
ap-8344	107	9	concrete	concrete	ADJ
ap-8344	107	10	spalling	spalling	NOUN
ap-8344	107	11	m·m−2	m·m−2	PROPN
ap-8344	107	12	t17	t17	NUM
ap-8344	107	13	misalignment	misalignment	NOUN
ap-8344	107	14	prefabricated	prefabricate	VERB
ap-8344	107	15	tunnel	tunnel	NOUN
ap-8344	107	16	rings	ring	NOUN
ap-8344	107	17	m2	m2	PROPN
ap-8344	107	18	i18	i18	VERB
ap-8344	107	19	previous	previous	ADJ
ap-8344	107	20	structural	structural	ADJ
ap-8344	107	21	linear	linear	PROPN
ap-8344	107	22	works	work	VERB
ap-8344	107	23	m	m	VERB
ap-8344	107	24	previous	previous	ADJ
ap-8344	107	25	i19	i19	ADJ
ap-8344	107	26	previous	previous	ADJ
ap-8344	107	27	structural	structural	ADJ
ap-8344	107	28	areal	areal	NOUN
ap-8344	107	29	works	work	VERB
ap-8344	107	30	m2	m2	PROPN
ap-8344	107	31	interventions	intervention	NOUN
ap-8344	107	32	i20	i20	PROPN
ap-8344	107	33	previous	previous	ADJ
ap-8344	107	34	surface	surface	NOUN
ap-8344	107	35	linear	linear	PROPN
ap-8344	107	36	works	work	VERB
ap-8344	107	37	m	m	VERB
ap-8344	107	38	i21	i21	NOUN
ap-8344	107	39	previous	previous	ADJ
ap-8344	107	40	surface	surface	NOUN
ap-8344	107	41	areal	areal	NOUN
ap-8344	107	42	works	work	VERB
ap-8344	107	43	m2	m2	PROPN
ap-8344	107	44	table	table	NOUN
ap-8344	107	45	1	1	NUM
ap-8344	107	46	.	.	PUNCT
ap-8344	108	1	defects	defect	NOUN
ap-8344	108	2	catalogue	catalogue	NOUN
ap-8344	108	3	for	for	ADP
ap-8344	108	4	concrete	concrete	ADJ
ap-8344	108	5	lining	lining	NOUN
ap-8344	108	6	,	,	PUNCT
ap-8344	108	7	1	1	NUM
ap-8344	108	8	cracks	crack	NOUN
ap-8344	108	9	type	type	VERB
ap-8344	108	10	i	i	PRON
ap-8344	108	11	:	:	PUNCT
ap-8344	108	12	up	up	ADP
ap-8344	108	13	to	to	PART
ap-8344	108	14	5.0	5.0	NUM
ap-8344	108	15	mm	mm	NOUN
ap-8344	108	16	wide	wide	ADJ
ap-8344	108	17	surface	surface	NOUN
ap-8344	108	18	cracks	crack	NOUN
ap-8344	108	19	and	and	CCONJ
ap-8344	108	20	more	more	ADJ
ap-8344	108	21	than	than	ADP
ap-8344	108	22	5.0	5.0	NUM
ap-8344	108	23	mm	mm	NOUN
ap-8344	108	24	cracks	crack	NOUN
ap-8344	108	25	if	if	SCONJ
ap-8344	108	26	they	they	PRON
ap-8344	108	27	affect	affect	VERB
ap-8344	108	28	the	the	DET
ap-8344	108	29	lining	lining	NOUN
ap-8344	108	30	surface	surface	NOUN
ap-8344	108	31	;	;	PUNCT
ap-8344	108	32	cracks	crack	NOUN
ap-8344	108	33	type	type	NOUN
ap-8344	108	34	ii	ii	PROPN
ap-8344	108	35	:	:	PUNCT
ap-8344	108	36	more	more	ADJ
ap-8344	108	37	than	than	ADP
ap-8344	108	38	5.0	5.0	NUM
ap-8344	108	39	mm	mm	NOUN
ap-8344	108	40	wide	wide	ADJ
ap-8344	108	41	surface	surface	NOUN
ap-8344	108	42	cracks	crack	NOUN
ap-8344	108	43	and	and	CCONJ
ap-8344	108	44	side	side	NOUN
ap-8344	108	45	-	-	PUNCT
ap-8344	108	46	to	to	ADP
ap-8344	108	47	-	-	PUNCT
ap-8344	108	48	side	side	NOUN
ap-8344	108	49	cracks	crack	NOUN
ap-8344	108	50	.	.	PUNCT
ap-8344	109	1	figure	figure	NOUN
ap-8344	109	2	4	4	NUM
ap-8344	109	3	.	.	NOUN
ap-8344	109	4	comparison	comparison	NOUN
ap-8344	109	5	between	between	ADP
ap-8344	109	6	human	human	NOUN
ap-8344	109	7	-	-	PUNCT
ap-8344	109	8	made	make	VERB
ap-8344	109	9	and	and	CCONJ
ap-8344	109	10	automatic	automatic	ADJ
ap-8344	109	11	annotation	annotation	NOUN
ap-8344	109	12	.	.	PUNCT
ap-8344	110	1	a	a	DET
ap-8344	110	2	–	–	PUNCT
ap-8344	110	3	original	original	ADJ
ap-8344	110	4	image	image	NOUN
ap-8344	110	5	;	;	PUNCT
ap-8344	110	6	b	b	X
ap-8344	110	7	–	–	PUNCT
ap-8344	110	8	image	image	NOUN
ap-8344	110	9	+	+	CCONJ
ap-8344	110	10	humanmade	humanmade	ADJ
ap-8344	110	11	annotation	annotation	NOUN
ap-8344	110	12	;	;	PUNCT
ap-8344	110	13	c	c	X
ap-8344	110	14	–	–	PUNCT
ap-8344	110	15	image	image	NOUN
ap-8344	110	16	+	+	CCONJ
ap-8344	110	17	classification	classification	NOUN
ap-8344	110	18	probability	probability	NOUN
ap-8344	110	19	map	map	NOUN
ap-8344	110	20	;	;	PUNCT
ap-8344	110	21	d	d	X
ap-8344	110	22	–	–	PUNCT
ap-8344	110	23	image	image	NOUN
ap-8344	110	24	+	+	CCONJ
ap-8344	110	25	ai	ai	VERB
ap-8344	110	26	annotation	annotation	NOUN
ap-8344	110	27	;	;	PUNCT
ap-8344	110	28	e	e	X
ap-8344	110	29	–	–	PUNCT
ap-8344	110	30	human	human	ADJ
ap-8344	110	31	annotation	annotation	NOUN
ap-8344	110	32	;	;	PUNCT
ap-8344	110	33	f	f	X
ap-8344	110	34	–	–	PUNCT
ap-8344	110	35	classification	classification	NOUN
ap-8344	110	36	probability	probability	NOUN
ap-8344	110	37	map	map	NOUN
ap-8344	110	38	;	;	PUNCT
ap-8344	110	39	g	g	NOUN
ap-8344	110	40	–	–	PUNCT
ap-8344	110	41	blurred	blur	VERB
ap-8344	110	42	classification	classification	NOUN
ap-8344	110	43	probability	probability	NOUN
ap-8344	110	44	map	map	NOUN
ap-8344	110	45	;	;	PUNCT
ap-8344	110	46	h	h	NOUN
ap-8344	110	47	–	–	PUNCT
ap-8344	110	48	binarised	binarise	VERB
ap-8344	110	49	and	and	CCONJ
ap-8344	110	50	blurred	blur	VERB
ap-8344	110	51	classification	classification	NOUN
ap-8344	110	52	probability	probability	NOUN
ap-8344	110	53	map	map	NOUN
ap-8344	110	54	.	.	PUNCT
ap-8344	111	1	115	115	NUM
ap-8344	111	2	f.	f.	PROPN
ap-8344	111	3	foria	foria	PROPN
ap-8344	111	4	,	,	PUNCT
ap-8344	111	5	m.	m.	NOUN
ap-8344	111	6	calicchio	calicchio	PROPN
ap-8344	111	7	,	,	PUNCT
ap-8344	111	8	l.	l.	PROPN
ap-8344	111	9	moretti	moretti	PROPN
ap-8344	111	10	,	,	PUNCT
ap-8344	111	11	g.	g.	PROPN
ap-8344	111	12	loprencipe	loprencipe	PROPN
ap-8344	111	13	acta	acta	PROPN
ap-8344	111	14	polytechnica	polytechnica	PROPN
ap-8344	111	15	figure	figure	NOUN
ap-8344	111	16	5	5	NUM
ap-8344	111	17	.	.	NOUN
ap-8344	111	18	example	example	NOUN
ap-8344	111	19	of	of	ADP
ap-8344	111	20	final	final	ADJ
ap-8344	111	21	tiles	tile	NOUN
ap-8344	111	22	of	of	ADP
ap-8344	111	23	an	an	DET
ap-8344	111	24	original	original	ADJ
ap-8344	111	25	image	image	NOUN
ap-8344	111	26	and	and	CCONJ
ap-8344	111	27	its	its	PRON
ap-8344	111	28	mask	mask	NOUN
ap-8344	111	29	.	.	PUNCT
ap-8344	112	1	more	more	ADV
ap-8344	112	2	reliable	reliable	ADJ
ap-8344	112	3	when	when	SCONJ
ap-8344	112	4	defects	defect	NOUN
ap-8344	112	5	are	be	AUX
ap-8344	112	6	simple	simple	ADJ
ap-8344	112	7	and	and	CCONJ
ap-8344	112	8	in	in	ADP
ap-8344	112	9	isolation	isolation	NOUN
ap-8344	112	10	,	,	PUNCT
ap-8344	112	11	while	while	SCONJ
ap-8344	112	12	the	the	DET
ap-8344	112	13	human	human	ADJ
ap-8344	112	14	contribution	contribution	NOUN
ap-8344	112	15	is	be	AUX
ap-8344	112	16	pivotal	pivotal	ADJ
ap-8344	112	17	for	for	ADP
ap-8344	112	18	complex	complex	ADJ
ap-8344	112	19	feature	feature	NOUN
ap-8344	112	20	overlaps	overlap	NOUN
ap-8344	112	21	:	:	PUNCT
ap-8344	112	22	human	human	ADJ
ap-8344	112	23	supervision	supervision	NOUN
ap-8344	112	24	is	be	AUX
ap-8344	112	25	necessary	necessary	ADJ
ap-8344	112	26	to	to	PART
ap-8344	112	27	interpret	interpret	VERB
ap-8344	112	28	images	image	NOUN
ap-8344	112	29	from	from	ADP
ap-8344	112	30	the	the	DET
ap-8344	112	31	tunnel	tunnel	NOUN
ap-8344	112	32	inspection	inspection	NOUN
ap-8344	112	33	.	.	PUNCT
ap-8344	113	1	the	the	DET
ap-8344	113	2	image	image	NOUN
ap-8344	113	3	’s	’s	PART
ap-8344	113	4	resolution	resolution	NOUN
ap-8344	113	5	depends	depend	VERB
ap-8344	113	6	on	on	ADP
ap-8344	113	7	the	the	DET
ap-8344	113	8	archita	archita	NOUN
ap-8344	113	9	speed	speed	NOUN
ap-8344	113	10	and	and	CCONJ
ap-8344	113	11	the	the	DET
ap-8344	113	12	distance	distance	NOUN
ap-8344	113	13	of	of	ADP
ap-8344	113	14	the	the	DET
ap-8344	113	15	lining	lining	NOUN
ap-8344	113	16	from	from	ADP
ap-8344	113	17	the	the	DET
ap-8344	113	18	cameras	camera	NOUN
ap-8344	113	19	:	:	PUNCT
ap-8344	113	20	1	1	NUM
ap-8344	113	21	×	×	NOUN
ap-8344	113	22	1	1	NUM
ap-8344	113	23	mm2	mm2	NOUN
ap-8344	113	24	pixel	pixel	PROPN
ap-8344	113	25	size	size	NOUN
ap-8344	113	26	is	be	AUX
ap-8344	113	27	possible	possible	ADJ
ap-8344	113	28	when	when	SCONJ
ap-8344	113	29	the	the	DET
ap-8344	113	30	mapping	mapping	NOUN
ap-8344	113	31	system	system	NOUN
ap-8344	113	32	does	do	AUX
ap-8344	113	33	not	not	PART
ap-8344	113	34	exceed	exceed	VERB
ap-8344	113	35	15	15	NUM
ap-8344	113	36	km·h−1	km·h−1	NOUN
ap-8344	113	37	and	and	CCONJ
ap-8344	113	38	the	the	DET
ap-8344	113	39	surveyed	survey	VERB
ap-8344	113	40	surfaces	surface	NOUN
ap-8344	113	41	are	be	AUX
ap-8344	113	42	less	less	ADJ
ap-8344	113	43	than	than	ADP
ap-8344	113	44	5	5	NUM
ap-8344	113	45	m	m	NOUN
ap-8344	113	46	away	away	ADV
ap-8344	113	47	.	.	PUNCT
ap-8344	114	1	a	a	DET
ap-8344	114	2	dataset	dataset	NOUN
ap-8344	114	3	of	of	ADP
ap-8344	114	4	500	500	NUM
ap-8344	114	5	images	image	NOUN
ap-8344	114	6	each	each	PRON
ap-8344	114	7	with	with	ADP
ap-8344	114	8	a	a	DET
ap-8344	114	9	resolution	resolution	NOUN
ap-8344	114	10	representing	represent	VERB
ap-8344	114	11	different	different	ADJ
ap-8344	114	12	portions	portion	NOUN
ap-8344	114	13	of	of	ADP
ap-8344	114	14	the	the	DET
ap-8344	114	15	whole	whole	ADJ
ap-8344	114	16	infrastructure	infrastructure	NOUN
ap-8344	114	17	,	,	PUNCT
ap-8344	114	18	has	have	AUX
ap-8344	114	19	been	be	AUX
ap-8344	114	20	considered	consider	VERB
ap-8344	114	21	to	to	PART
ap-8344	114	22	carry	carry	VERB
ap-8344	114	23	out	out	ADP
ap-8344	114	24	the	the	DET
ap-8344	114	25	automatic	automatic	ADJ
ap-8344	114	26	algorithm	algorithm	NOUN
ap-8344	114	27	able	able	ADJ
ap-8344	114	28	to	to	PART
ap-8344	114	29	detect	detect	VERB
ap-8344	114	30	water	water	NOUN
ap-8344	114	31	defects	defect	NOUN
ap-8344	114	32	.	.	PUNCT
ap-8344	115	1	the	the	DET
ap-8344	115	2	images	image	NOUN
ap-8344	115	3	were	be	AUX
ap-8344	115	4	provided	provide	VERB
ap-8344	115	5	with	with	ADP
ap-8344	115	6	a	a	DET
ap-8344	115	7	.json	.json	NOUN
ap-8344	115	8	file	file	NOUN
ap-8344	115	9	that	that	PRON
ap-8344	115	10	specifies	specify	VERB
ap-8344	115	11	the	the	DET
ap-8344	115	12	(	(	PUNCT
ap-8344	115	13	x	x	NOUN
ap-8344	115	14	,	,	PUNCT
ap-8344	115	15	y	y	NOUN
ap-8344	115	16	)	)	PUNCT
ap-8344	115	17	coordinates	coordinate	NOUN
ap-8344	115	18	of	of	ADP
ap-8344	115	19	the	the	DET
ap-8344	115	20	polygons	polygon	NOUN
ap-8344	115	21	containing	contain	VERB
ap-8344	115	22	the	the	DET
ap-8344	115	23	identified	identify	VERB
ap-8344	115	24	defects	defect	NOUN
ap-8344	115	25	and	and	CCONJ
ap-8344	115	26	damages	damage	NOUN
ap-8344	115	27	.	.	PUNCT
ap-8344	116	1	all	all	DET
ap-8344	116	2	the	the	DET
ap-8344	116	3	polylines	polyline	NOUN
ap-8344	116	4	containing	contain	VERB
ap-8344	116	5	the	the	DET
ap-8344	116	6	individual	individual	ADJ
ap-8344	116	7	defects	defect	NOUN
ap-8344	116	8	allowed	allow	VERB
ap-8344	116	9	drawing	draw	VERB
ap-8344	116	10	image	image	NOUN
ap-8344	116	11	masks	mask	NOUN
ap-8344	116	12	using	use	VERB
ap-8344	116	13	a	a	DET
ap-8344	116	14	rasterisation	rasterisation	NOUN
ap-8344	116	15	algorithm	algorithm	NOUN
ap-8344	116	16	.	.	PUNCT
ap-8344	117	1	the	the	DET
ap-8344	117	2	mask	mask	NOUN
ap-8344	117	3	is	be	AUX
ap-8344	117	4	a	a	DET
ap-8344	117	5	black	black	ADJ
ap-8344	117	6	-	-	PUNCT
ap-8344	117	7	and	and	CCONJ
ap-8344	117	8	-	-	PUNCT
ap-8344	117	9	white	white	ADJ
ap-8344	117	10	image	image	NOUN
ap-8344	117	11	of	of	ADP
ap-8344	117	12	the	the	DET
ap-8344	117	13	same	same	ADJ
ap-8344	117	14	size	size	NOUN
ap-8344	117	15	as	as	ADP
ap-8344	117	16	the	the	DET
ap-8344	117	17	original	original	ADJ
ap-8344	117	18	one	one	NOUN
ap-8344	117	19	whose	whose	DET
ap-8344	117	20	white	white	ADJ
ap-8344	117	21	pixels	pixel	NOUN
ap-8344	117	22	identify	identify	VERB
ap-8344	117	23	the	the	DET
ap-8344	117	24	areas	area	NOUN
ap-8344	117	25	containing	contain	VERB
ap-8344	117	26	the	the	DET
ap-8344	117	27	labelled	label	VERB
ap-8344	117	28	defects	defect	NOUN
ap-8344	117	29	.	.	PUNCT
ap-8344	118	1	as	as	ADP
ap-8344	118	2	a	a	DET
ap-8344	118	3	final	final	ADJ
ap-8344	118	4	result	result	NOUN
ap-8344	118	5	of	of	ADP
ap-8344	118	6	this	this	DET
ap-8344	118	7	process	process	NOUN
ap-8344	118	8	,	,	PUNCT
ap-8344	118	9	500	500	NUM
ap-8344	118	10	masks	mask	NOUN
ap-8344	118	11	have	have	AUX
ap-8344	118	12	been	be	AUX
ap-8344	118	13	obtained	obtain	VERB
ap-8344	118	14	.	.	PUNCT
ap-8344	119	1	both	both	CCONJ
ap-8344	119	2	the	the	DET
ap-8344	119	3	images	image	NOUN
ap-8344	119	4	and	and	CCONJ
ap-8344	119	5	the	the	DET
ap-8344	119	6	masks	mask	NOUN
ap-8344	119	7	need	need	VERB
ap-8344	119	8	resizing	resize	VERB
ap-8344	119	9	and	and	CCONJ
ap-8344	119	10	cropping	crop	VERB
ap-8344	119	11	because	because	SCONJ
ap-8344	119	12	they	they	PRON
ap-8344	119	13	were	be	AUX
ap-8344	119	14	too	too	ADV
ap-8344	119	15	large	large	ADJ
ap-8344	119	16	and	and	CCONJ
ap-8344	119	17	multiple	multiple	ADJ
ap-8344	119	18	defects	defect	NOUN
ap-8344	119	19	were	be	AUX
ap-8344	119	20	in	in	ADP
ap-8344	119	21	each	each	DET
ap-8344	119	22	image	image	NOUN
ap-8344	119	23	.	.	PUNCT
ap-8344	120	1	firstly	firstly	ADV
ap-8344	120	2	,	,	PUNCT
ap-8344	120	3	all	all	DET
ap-8344	120	4	the	the	DET
ap-8344	120	5	images	image	NOUN
ap-8344	120	6	and	and	CCONJ
ap-8344	120	7	the	the	DET
ap-8344	120	8	corresponding	correspond	VERB
ap-8344	120	9	masks	mask	NOUN
ap-8344	120	10	have	have	AUX
ap-8344	120	11	been	be	AUX
ap-8344	120	12	resampled	resample	VERB
ap-8344	120	13	to	to	ADP
ap-8344	120	14	12.5	12.5	NUM
ap-8344	120	15	%	%	NOUN
ap-8344	120	16	of	of	ADP
ap-8344	120	17	their	their	PRON
ap-8344	120	18	original	original	ADJ
ap-8344	120	19	resolution	resolution	NOUN
ap-8344	120	20	;	;	PUNCT
ap-8344	120	21	then	then	ADV
ap-8344	120	22	,	,	PUNCT
ap-8344	120	23	320	320	NUM
ap-8344	120	24	×	×	NOUN
ap-8344	120	25	320	320	NUM
ap-8344	120	26	tiles	tile	NOUN
ap-8344	120	27	by	by	ADP
ap-8344	120	28	setting	set	VERB
ap-8344	120	29	an	an	DET
ap-8344	120	30	offset	offset	NOUN
ap-8344	120	31	of	of	ADP
ap-8344	120	32	6	6	NUM
ap-8344	120	33	%	%	NOUN
ap-8344	120	34	of	of	ADP
ap-8344	120	35	the	the	DET
ap-8344	120	36	tile	tile	NOUN
ap-8344	120	37	size	size	NOUN
ap-8344	120	38	have	have	AUX
ap-8344	120	39	been	be	AUX
ap-8344	120	40	obtained	obtain	VERB
ap-8344	120	41	(	(	PUNCT
ap-8344	120	42	figure	figure	NOUN
ap-8344	120	43	5	5	NUM
ap-8344	120	44	)	)	PUNCT
ap-8344	120	45	.	.	PUNCT
ap-8344	121	1	issues	issue	NOUN
ap-8344	121	2	coming	come	VERB
ap-8344	121	3	from	from	ADP
ap-8344	121	4	border	border	NOUN
ap-8344	121	5	effects	effect	NOUN
ap-8344	121	6	when	when	SCONJ
ap-8344	121	7	trying	try	VERB
ap-8344	121	8	to	to	PART
ap-8344	121	9	segment	segment	VERB
ap-8344	121	10	cropped	cropped	ADJ
ap-8344	121	11	images	image	NOUN
ap-8344	121	12	have	have	AUX
ap-8344	121	13	been	be	AUX
ap-8344	121	14	overcome	overcome	VERB
ap-8344	121	15	using	use	VERB
ap-8344	121	16	redundant	redundant	ADJ
ap-8344	121	17	parts	part	NOUN
ap-8344	121	18	from	from	ADP
ap-8344	121	19	larger	large	ADJ
ap-8344	121	20	image	image	NOUN
ap-8344	121	21	tiles	tile	NOUN
ap-8344	121	22	and	and	CCONJ
ap-8344	121	23	reducing	reduce	VERB
ap-8344	121	24	them	they	PRON
ap-8344	121	25	before	before	ADP
ap-8344	121	26	combining	combine	VERB
ap-8344	121	27	again	again	ADV
ap-8344	121	28	.	.	PUNCT
ap-8344	122	1	the	the	DET
ap-8344	122	2	dataset	dataset	NOUN
ap-8344	122	3	was	be	AUX
ap-8344	122	4	divided	divide	VERB
ap-8344	122	5	into	into	ADP
ap-8344	122	6	train	train	NOUN
ap-8344	122	7	and	and	CCONJ
ap-8344	122	8	test	test	NOUN
ap-8344	122	9	sets	set	NOUN
ap-8344	122	10	;	;	PUNCT
ap-8344	122	11	the	the	DET
ap-8344	122	12	comparison	comparison	NOUN
ap-8344	122	13	between	between	ADP
ap-8344	122	14	train	train	NOUN
ap-8344	122	15	and	and	CCONJ
ap-8344	122	16	test	test	NOUN
ap-8344	122	17	images	image	NOUN
ap-8344	122	18	shows	show	VERB
ap-8344	122	19	a	a	DET
ap-8344	122	20	slight	slight	ADJ
ap-8344	122	21	overestimation	overestimation	NOUN
ap-8344	122	22	of	of	ADP
ap-8344	122	23	defects	defect	NOUN
ap-8344	122	24	by	by	ADP
ap-8344	122	25	ai	ai	NOUN
ap-8344	122	26	,	,	PUNCT
ap-8344	122	27	on	on	ADP
ap-8344	122	28	average	average	ADJ
ap-8344	122	29	10	10	NUM
ap-8344	122	30	%	%	NOUN
ap-8344	122	31	more	more	ADJ
ap-8344	122	32	than	than	ADP
ap-8344	122	33	the	the	DET
ap-8344	122	34	manual	manual	ADJ
ap-8344	122	35	detection	detection	NOUN
ap-8344	122	36	.	.	PUNCT
ap-8344	123	1	figure	figure	NOUN
ap-8344	123	2	6	6	NUM
ap-8344	123	3	compares	compare	NOUN
ap-8344	123	4	manual	manual	NOUN
ap-8344	123	5	(	(	PUNCT
ap-8344	123	6	figure	figure	VERB
ap-8344	123	7	6a	6a	NOUN
ap-8344	123	8	)	)	PUNCT
ap-8344	123	9	and	and	CCONJ
ap-8344	123	10	automatic	automatic	ADJ
ap-8344	123	11	digitisation	digitisation	NOUN
ap-8344	123	12	(	(	PUNCT
ap-8344	123	13	figure	figure	NOUN
ap-8344	123	14	6b	6b	NOUN
ap-8344	123	15	)	)	PUNCT
ap-8344	123	16	for	for	ADP
ap-8344	123	17	water	water	NOUN
ap-8344	123	18	defects	defect	NOUN
ap-8344	123	19	in	in	ADP
ap-8344	123	20	a	a	DET
ap-8344	123	21	mechanised	mechanised	ADJ
ap-8344	123	22	tunnel	tunnel	NOUN
ap-8344	123	23	.	.	PUNCT
ap-8344	124	1	(	(	PUNCT
ap-8344	124	2	a	a	NOUN
ap-8344	124	3	)	)	PUNCT
ap-8344	124	4	.	.	PUNCT
ap-8344	125	1	(	(	PUNCT
ap-8344	125	2	b	b	X
ap-8344	125	3	)	)	PUNCT
ap-8344	125	4	.	.	PUNCT
ap-8344	126	1	figure	figure	VERB
ap-8344	126	2	6	6	NUM
ap-8344	126	3	.	.	PUNCT
ap-8344	126	4	manual	manual	ADJ
ap-8344	126	5	detection	detection	NOUN
ap-8344	126	6	(	(	PUNCT
ap-8344	126	7	a	a	NOUN
ap-8344	126	8	)	)	PUNCT
ap-8344	126	9	vs	vs	ADP
ap-8344	126	10	automatic	automatic	ADJ
ap-8344	126	11	detection	detection	NOUN
ap-8344	126	12	(	(	PUNCT
ap-8344	126	13	b	b	NOUN
ap-8344	126	14	)	)	PUNCT
ap-8344	126	15	in	in	ADP
ap-8344	126	16	a	a	DET
ap-8344	126	17	mechanised	mechanised	ADJ
ap-8344	126	18	tunnel	tunnel	NOUN
ap-8344	126	19	.	.	PUNCT
ap-8344	127	1	2.4	2.4	NUM
ap-8344	127	2	.	.	X
ap-8344	127	3	planning	planning	NOUN
ap-8344	127	4	&	&	CCONJ
ap-8344	127	5	design	design	NOUN
ap-8344	127	6	in	in	ADP
ap-8344	127	7	this	this	DET
ap-8344	127	8	study	study	NOUN
ap-8344	127	9	,	,	PUNCT
ap-8344	127	10	data	datum	NOUN
ap-8344	127	11	from	from	ADP
ap-8344	127	12	defect	defect	NOUN
ap-8344	127	13	mapping	mapping	NOUN
ap-8344	127	14	have	have	AUX
ap-8344	127	15	been	be	AUX
ap-8344	127	16	statistically	statistically	ADV
ap-8344	127	17	processed	process	VERB
ap-8344	127	18	and	and	CCONJ
ap-8344	127	19	combined	combine	VERB
ap-8344	127	20	with	with	ADP
ap-8344	127	21	additional	additional	ADJ
ap-8344	127	22	parameters	parameter	NOUN
ap-8344	127	23	(	(	PUNCT
ap-8344	127	24	i.e.	i.e.	X
ap-8344	127	25	structure	structure	NOUN
ap-8344	127	26	performances	performance	NOUN
ap-8344	127	27	,	,	PUNCT
ap-8344	127	28	seismic	seismic	ADJ
ap-8344	127	29	hazard	hazard	NOUN
ap-8344	127	30	,	,	PUNCT
ap-8344	127	31	and	and	CCONJ
ap-8344	127	32	geological	geological	ADJ
ap-8344	127	33	data	datum	NOUN
ap-8344	127	34	)	)	PUNCT
ap-8344	127	35	that	that	PRON
ap-8344	127	36	provide	provide	VERB
ap-8344	127	37	descriptive	descriptive	ADJ
ap-8344	127	38	and	and	CCONJ
ap-8344	127	39	analytical	analytical	ADJ
ap-8344	127	40	information	information	NOUN
ap-8344	127	41	about	about	ADP
ap-8344	127	42	the	the	DET
ap-8344	127	43	boundary	boundary	ADJ
ap-8344	127	44	conditions	condition	NOUN
ap-8344	127	45	of	of	ADP
ap-8344	127	46	the	the	DET
ap-8344	127	47	infrastructure	infrastructure	NOUN
ap-8344	127	48	.	.	PUNCT
ap-8344	128	1	finally	finally	ADV
ap-8344	128	2	,	,	PUNCT
ap-8344	128	3	a	a	DET
ap-8344	128	4	space	space	NOUN
ap-8344	128	5	multicriteria	multicriteria	NOUN
ap-8344	128	6	analysis	analysis	NOUN
ap-8344	128	7	(	(	PUNCT
ap-8344	128	8	smca	smca	PROPN
ap-8344	128	9	)	)	PUNCT
ap-8344	129	1	[	[	X
ap-8344	129	2	30	30	NUM
ap-8344	129	3	]	]	PUNCT
ap-8344	129	4	gave	give	VERB
ap-8344	129	5	a	a	DET
ap-8344	129	6	proper	proper	ADJ
ap-8344	129	7	overview	overview	NOUN
ap-8344	129	8	of	of	ADP
ap-8344	129	9	the	the	DET
ap-8344	129	10	tunnel	tunnel	NOUN
ap-8344	129	11	conditions	condition	NOUN
ap-8344	129	12	with	with	ADP
ap-8344	129	13	the	the	DET
ap-8344	129	14	priority	priority	NOUN
ap-8344	129	15	index	index	NOUN
ap-8344	129	16	(	(	PUNCT
ap-8344	129	17	pi	pi	NOUN
ap-8344	129	18	)	)	PUNCT
ap-8344	129	19	.	.	PUNCT
ap-8344	130	1	it	it	PRON
ap-8344	130	2	defines	define	VERB
ap-8344	130	3	the	the	DET
ap-8344	130	4	level	level	NOUN
ap-8344	130	5	of	of	ADP
ap-8344	130	6	attention	attention	NOUN
ap-8344	130	7	or	or	CCONJ
ap-8344	130	8	condition	condition	NOUN
ap-8344	130	9	that	that	PRON
ap-8344	130	10	determines	determine	VERB
ap-8344	130	11	the	the	DET
ap-8344	130	12	order	order	NOUN
ap-8344	130	13	for	for	ADP
ap-8344	130	14	the	the	DET
ap-8344	130	15	management	management	NOUN
ap-8344	130	16	of	of	ADP
ap-8344	130	17	the	the	DET
ap-8344	130	18	infrastructure	infrastructure	NOUN
ap-8344	130	19	elements	element	NOUN
ap-8344	130	20	according	accord	VERB
ap-8344	130	21	to	to	ADP
ap-8344	130	22	their	their	PRON
ap-8344	130	23	relative	relative	ADJ
ap-8344	130	24	importance	importance	NOUN
ap-8344	130	25	.	.	PUNCT
ap-8344	131	1	this	this	DET
ap-8344	131	2	assessment	assessment	NOUN
ap-8344	131	3	aims	aim	VERB
ap-8344	131	4	at	at	ADP
ap-8344	131	5	managing	manage	VERB
ap-8344	131	6	and	and	CCONJ
ap-8344	131	7	identifying	identify	VERB
ap-8344	131	8	the	the	DET
ap-8344	131	9	risk	risk	NOUN
ap-8344	131	10	for	for	ADP
ap-8344	131	11	existing	exist	VERB
ap-8344	131	12	tunnels	tunnel	NOUN
ap-8344	131	13	for	for	ADP
ap-8344	131	14	the	the	DET
ap-8344	131	15	strategic	strategic	ADJ
ap-8344	131	16	management	management	NOUN
ap-8344	131	17	of	of	ADP
ap-8344	131	18	resources	resource	NOUN
ap-8344	131	19	and	and	CCONJ
ap-8344	131	20	infrastructural	infrastructural	ADJ
ap-8344	131	21	assets	asset	NOUN
ap-8344	131	22	.	.	PUNCT
ap-8344	132	1	it	it	PRON
ap-8344	132	2	is	be	AUX
ap-8344	132	3	a	a	DET
ap-8344	132	4	structured	structured	ADJ
ap-8344	132	5	and	and	CCONJ
ap-8344	132	6	repeatable	repeatable	ADJ
ap-8344	132	7	index	index	NOUN
ap-8344	132	8	that	that	PRON
ap-8344	132	9	takes	take	VERB
ap-8344	132	10	into	into	ADP
ap-8344	132	11	account	account	NOUN
ap-8344	132	12	the	the	DET
ap-8344	132	13	hazards	hazard	NOUN
ap-8344	132	14	and	and	CCONJ
ap-8344	132	15	vulnerability	vulnerability	NOUN
ap-8344	132	16	of	of	ADP
ap-8344	132	17	the	the	DET
ap-8344	132	18	structures	structure	NOUN
ap-8344	132	19	over	over	ADP
ap-8344	132	20	time	time	NOUN
ap-8344	132	21	and	and	CCONJ
ap-8344	132	22	under	under	ADP
ap-8344	132	23	different	different	ADJ
ap-8344	132	24	conditions	condition	NOUN
ap-8344	132	25	.	.	PUNCT
ap-8344	133	1	figure	figure	NOUN
ap-8344	133	2	7	7	NUM
ap-8344	133	3	shows	show	VERB
ap-8344	133	4	the	the	DET
ap-8344	133	5	priority	priority	NOUN
ap-8344	133	6	layout	layout	NOUN
ap-8344	133	7	for	for	ADP
ap-8344	133	8	an	an	DET
ap-8344	133	9	existing	exist	VERB
ap-8344	133	10	tunnel	tunnel	NOUN
ap-8344	133	11	,	,	PUNCT
ap-8344	133	12	where	where	SCONJ
ap-8344	133	13	different	different	ADJ
ap-8344	133	14	values	value	NOUN
ap-8344	133	15	of	of	ADP
ap-8344	133	16	the	the	DET
ap-8344	133	17	final	final	ADJ
ap-8344	133	18	indexes	index	NOUN
ap-8344	133	19	116	116	NUM
ap-8344	133	20	vol	vol	NOUN
ap-8344	133	21	.	.	PUNCT
ap-8344	134	1	63	63	NUM
ap-8344	134	2	no	no	NOUN
ap-8344	134	3	.	.	PUNCT
ap-8344	135	1	2/2023	2/2023	NUM
ap-8344	135	2	multidimensional	multidimensional	ADJ
ap-8344	135	3	mobile	mobile	ADJ
ap-8344	135	4	mapping	mapping	NOUN
ap-8344	135	5	and	and	CCONJ
ap-8344	135	6	integrated	integrate	VERB
ap-8344	135	7	approach	approach	NOUN
ap-8344	135	8	figure	figure	NOUN
ap-8344	135	9	7	7	NUM
ap-8344	135	10	.	.	PUNCT
ap-8344	135	11	priority	priority	NOUN
ap-8344	135	12	analysis	analysis	NOUN
ap-8344	135	13	for	for	ADP
ap-8344	135	14	tunnels	tunnel	NOUN
ap-8344	135	15	.	.	PUNCT
ap-8344	136	1	green	green	ADJ
ap-8344	136	2	=	=	NOUN
ap-8344	136	3	priority	priority	NOUN
ap-8344	136	4	0	0	NUM
ap-8344	136	5	,	,	PUNCT
ap-8344	136	6	yellow	yellow	ADJ
ap-8344	136	7	=	=	NOUN
ap-8344	136	8	priority	priority	NOUN
ap-8344	136	9	3	3	NUM
ap-8344	136	10	,	,	PUNCT
ap-8344	136	11	orange	orange	ADJ
ap-8344	136	12	=	=	SYM
ap-8344	136	13	priority	priority	NOUN
ap-8344	136	14	2	2	NUM
ap-8344	136	15	,	,	PUNCT
ap-8344	136	16	red	red	ADJ
ap-8344	136	17	=	=	NOUN
ap-8344	136	18	priority	priority	NOUN
ap-8344	136	19	1	1	NUM
ap-8344	136	20	.	.	PUNCT
ap-8344	136	21	figure	figure	NOUN
ap-8344	136	22	8	8	NUM
ap-8344	136	23	.	.	PUNCT
ap-8344	137	1	progressive	progressive	ADJ
ap-8344	137	2	sections	section	NOUN
ap-8344	137	3	on	on	ADP
ap-8344	137	4	the	the	DET
ap-8344	137	5	point	point	NOUN
ap-8344	137	6	cloud	cloud	NOUN
ap-8344	137	7	in	in	ADP
ap-8344	137	8	3dreshaper	3dreshaper	NUM
ap-8344	137	9	[	[	X
ap-8344	137	10	31	31	NUM
ap-8344	137	11	]	]	PUNCT
ap-8344	137	12	.	.	PUNCT
ap-8344	138	1	have	have	AUX
ap-8344	138	2	been	be	AUX
ap-8344	138	3	found	find	VERB
ap-8344	138	4	:	:	PUNCT
ap-8344	138	5	green	green	ADJ
ap-8344	138	6	,	,	PUNCT
ap-8344	138	7	yellow	yellow	ADJ
ap-8344	138	8	,	,	PUNCT
ap-8344	138	9	orange	orange	ADJ
ap-8344	138	10	and	and	CCONJ
ap-8344	138	11	red	red	ADJ
ap-8344	138	12	areas	area	NOUN
ap-8344	138	13	highlight	highlight	VERB
ap-8344	138	14	the	the	DET
ap-8344	138	15	increasing	increase	VERB
ap-8344	138	16	level	level	NOUN
ap-8344	138	17	of	of	ADP
ap-8344	138	18	risk	risk	NOUN
ap-8344	138	19	from	from	ADP
ap-8344	138	20	minimum	minimum	NOUN
ap-8344	138	21	to	to	ADP
ap-8344	138	22	maximum	maximum	ADJ
ap-8344	138	23	,	,	PUNCT
ap-8344	138	24	respectively	respectively	ADV
ap-8344	138	25	.	.	PUNCT
ap-8344	139	1	in	in	ADP
ap-8344	139	2	this	this	DET
ap-8344	139	3	study	study	NOUN
ap-8344	139	4	,	,	PUNCT
ap-8344	139	5	the	the	DET
ap-8344	139	6	miret	miret	NOUN
ap-8344	139	7	platform	platform	NOUN
ap-8344	139	8	was	be	AUX
ap-8344	139	9	implemented	implement	VERB
ap-8344	139	10	to	to	PART
ap-8344	139	11	survey	survey	VERB
ap-8344	139	12	two	two	NUM
ap-8344	139	13	metro	metro	PROPN
ap-8344	139	14	lines	line	NOUN
ap-8344	139	15	.	.	PUNCT
ap-8344	140	1	three	three	NUM
ap-8344	140	2	-	-	PUNCT
ap-8344	140	3	night	night	NOUN
ap-8344	140	4	disruptions	disruption	NOUN
ap-8344	140	5	of	of	ADP
ap-8344	140	6	the	the	DET
ap-8344	140	7	railway	railway	NOUN
ap-8344	140	8	traffic	traffic	NOUN
ap-8344	140	9	allowed	allow	VERB
ap-8344	140	10	a	a	DET
ap-8344	140	11	geometric	geometric	ADJ
ap-8344	140	12	and	and	CCONJ
ap-8344	140	13	photographic	photographic	ADJ
ap-8344	140	14	scan	scan	NOUN
ap-8344	140	15	of	of	ADP
ap-8344	140	16	the	the	DET
ap-8344	140	17	infrastructure	infrastructure	NOUN
ap-8344	140	18	to	to	PART
ap-8344	140	19	be	be	AUX
ap-8344	140	20	managed	manage	VERB
ap-8344	140	21	.	.	PUNCT
ap-8344	141	1	the	the	DET
ap-8344	141	2	automatisation	automatisation	NOUN
ap-8344	141	3	of	of	ADP
ap-8344	141	4	the	the	DET
ap-8344	141	5	process	process	NOUN
ap-8344	141	6	is	be	AUX
ap-8344	141	7	the	the	DET
ap-8344	141	8	basis	basis	NOUN
ap-8344	141	9	for	for	ADP
ap-8344	141	10	the	the	DET
ap-8344	141	11	comparison	comparison	NOUN
ap-8344	141	12	of	of	ADP
ap-8344	141	13	multiple	multiple	ADJ
ap-8344	141	14	inspections	inspection	NOUN
ap-8344	141	15	to	to	PART
ap-8344	141	16	implement	implement	VERB
ap-8344	141	17	risk	risk	NOUN
ap-8344	141	18	assessment	assessment	NOUN
ap-8344	141	19	,	,	PUNCT
ap-8344	141	20	integration	integration	NOUN
ap-8344	141	21	with	with	ADP
ap-8344	141	22	monitoring	monitoring	NOUN
ap-8344	141	23	and	and	CCONJ
ap-8344	141	24	predictive	predictive	ADJ
ap-8344	141	25	maintenance	maintenance	NOUN
ap-8344	141	26	during	during	ADP
ap-8344	141	27	the	the	DET
ap-8344	141	28	service	service	NOUN
ap-8344	141	29	life	life	NOUN
ap-8344	141	30	of	of	ADP
ap-8344	141	31	the	the	DET
ap-8344	141	32	facility	facility	NOUN
ap-8344	141	33	.	.	PUNCT
ap-8344	142	1	in	in	ADP
ap-8344	142	2	particular	particular	ADJ
ap-8344	142	3	,	,	PUNCT
ap-8344	142	4	the	the	DET
ap-8344	142	5	periodic	periodic	ADJ
ap-8344	142	6	surveys	survey	NOUN
ap-8344	142	7	shall	shall	AUX
ap-8344	142	8	be	be	AUX
ap-8344	142	9	scheduled	schedule	VERB
ap-8344	142	10	by	by	ADP
ap-8344	142	11	the	the	DET
ap-8344	142	12	infrastructure	infrastructure	NOUN
ap-8344	142	13	manager	manager	NOUN
ap-8344	142	14	based	base	VERB
ap-8344	142	15	on	on	ADP
ap-8344	142	16	the	the	DET
ap-8344	142	17	age	age	NOUN
ap-8344	142	18	of	of	ADP
ap-8344	142	19	the	the	DET
ap-8344	142	20	structure	structure	NOUN
ap-8344	142	21	,	,	PUNCT
ap-8344	142	22	its	its	PRON
ap-8344	142	23	structural	structural	ADJ
ap-8344	142	24	properties	property	NOUN
ap-8344	142	25	,	,	PUNCT
ap-8344	142	26	the	the	DET
ap-8344	142	27	length	length	NOUN
ap-8344	142	28	,	,	PUNCT
ap-8344	142	29	the	the	DET
ap-8344	142	30	environmental	environmental	ADJ
ap-8344	142	31	conditions	condition	NOUN
ap-8344	142	32	,	,	PUNCT
ap-8344	142	33	and	and	CCONJ
ap-8344	142	34	the	the	DET
ap-8344	142	35	traffic	traffic	NOUN
ap-8344	142	36	.	.	PUNCT
ap-8344	143	1	3	3	X
ap-8344	143	2	.	.	X
ap-8344	143	3	results	result	VERB
ap-8344	143	4	3.1	3.1	NUM
ap-8344	143	5	.	.	PUNCT
ap-8344	143	6	digitalization	digitalization	NOUN
ap-8344	143	7	processing	processing	NOUN
ap-8344	143	8	of	of	ADP
ap-8344	143	9	geometrical	geometrical	ADJ
ap-8344	143	10	data	datum	NOUN
ap-8344	143	11	and	and	CCONJ
ap-8344	143	12	images	image	NOUN
ap-8344	143	13	from	from	ADP
ap-8344	143	14	archita	archita	NOUN
ap-8344	143	15	allowed	allow	VERB
ap-8344	143	16	extracting	extract	VERB
ap-8344	143	17	a	a	DET
ap-8344	143	18	sequence	sequence	NOUN
ap-8344	143	19	of	of	ADP
ap-8344	143	20	sections	section	NOUN
ap-8344	143	21	,	,	PUNCT
ap-8344	143	22	to	to	PART
ap-8344	143	23	improve	improve	VERB
ap-8344	143	24	and	and	CCONJ
ap-8344	143	25	optimise	optimise	ADJ
ap-8344	143	26	information	information	NOUN
ap-8344	143	27	(	(	PUNCT
ap-8344	143	28	figure	figure	NOUN
ap-8344	143	29	8)	8)	NUM
ap-8344	143	30	.	.	PUNCT
ap-8344	144	1	data	datum	NOUN
ap-8344	144	2	from	from	ADP
ap-8344	144	3	the	the	DET
ap-8344	144	4	geometric	geometric	ADJ
ap-8344	144	5	survey	survey	NOUN
ap-8344	144	6	were	be	AUX
ap-8344	144	7	used	use	VERB
ap-8344	144	8	to	to	PART
ap-8344	144	9	obtain	obtain	VERB
ap-8344	144	10	a	a	DET
ap-8344	144	11	3d	3d	NUM
ap-8344	144	12	cad	cad	NOUN
ap-8344	144	13	model	model	NOUN
ap-8344	144	14	and	and	CCONJ
ap-8344	144	15	an	an	DET
ap-8344	144	16	ifc	ifc	NOUN
ap-8344	144	17	model	model	NOUN
ap-8344	144	18	.	.	PUNCT
ap-8344	145	1	given	give	VERB
ap-8344	145	2	the	the	DET
ap-8344	145	3	point	point	NOUN
ap-8344	145	4	cloud	cloud	NOUN
ap-8344	145	5	,	,	PUNCT
ap-8344	145	6	gedo	gedo	PROPN
ap-8344	145	7	scan	scan	PROPN
ap-8344	145	8	office	office	PROPN
ap-8344	145	9	2.0	2.0	NUM
ap-8344	146	1	[	[	SYM
ap-8344	146	2	32	32	NUM
ap-8344	146	3	]	]	PUNCT
ap-8344	146	4	returned	return	VERB
ap-8344	146	5	3d	3d	NUM
ap-8344	146	6	polylines	polyline	NOUN
ap-8344	146	7	of	of	ADP
ap-8344	146	8	the	the	DET
ap-8344	146	9	railway	railway	NOUN
ap-8344	146	10	track	track	NOUN
ap-8344	146	11	and	and	CCONJ
ap-8344	146	12	the	the	DET
ap-8344	146	13	3d	3d	PROPN
ap-8344	146	14	reshaper	reshaper	NOUN
ap-8344	146	15	software	software	PROPN
ap-8344	147	1	[	[	X
ap-8344	147	2	31	31	NUM
ap-8344	147	3	]	]	PUNCT
ap-8344	147	4	returned	return	VERB
ap-8344	147	5	a	a	DET
ap-8344	147	6	mesh	mesh	NOUN
ap-8344	147	7	from	from	ADP
ap-8344	147	8	the	the	DET
ap-8344	147	9	point	point	NOUN
ap-8344	147	10	cloud	cloud	NOUN
ap-8344	147	11	and	and	CCONJ
ap-8344	147	12	3d	3d	NUM
ap-8344	147	13	polylines	polyline	NOUN
ap-8344	147	14	from	from	ADP
ap-8344	147	15	the	the	DET
ap-8344	147	16	elements	element	NOUN
ap-8344	147	17	along	along	ADP
ap-8344	147	18	the	the	DET
ap-8344	147	19	investigated	investigate	VERB
ap-8344	147	20	underground	underground	ADJ
ap-8344	147	21	line	line	NOUN
ap-8344	147	22	.	.	PUNCT
ap-8344	148	1	the	the	DET
ap-8344	148	2	georeferenced	georeferenced	ADJ
ap-8344	148	3	digital	digital	ADJ
ap-8344	148	4	radiometric	radiometric	ADJ
ap-8344	148	5	images	image	NOUN
ap-8344	148	6	from	from	ADP
ap-8344	148	7	the	the	DET
ap-8344	148	8	thermographic	thermographic	ADJ
ap-8344	148	9	survey	survey	NOUN
ap-8344	148	10	[	[	X
ap-8344	148	11	33	33	NUM
ap-8344	148	12	]	]	PUNCT
ap-8344	148	13	were	be	AUX
ap-8344	148	14	directly	directly	ADV
ap-8344	148	15	synchronised	synchronise	VERB
ap-8344	148	16	with	with	ADP
ap-8344	148	17	the	the	DET
ap-8344	148	18	cloud	cloud	NOUN
ap-8344	148	19	of	of	ADP
ap-8344	148	20	points	point	NOUN
ap-8344	148	21	figure	figure	NOUN
ap-8344	148	22	9	9	NUM
ap-8344	148	23	.	.	PUNCT
ap-8344	148	24	3d	3d	NUM
ap-8344	148	25	model	model	NOUN
ap-8344	148	26	of	of	ADP
ap-8344	148	27	a	a	DET
ap-8344	148	28	surveyed	survey	VERB
ap-8344	148	29	station	station	NOUN
ap-8344	148	30	in	in	ADP
ap-8344	148	31	solibri	solibri	NOUN
ap-8344	148	32	.	.	PUNCT
ap-8344	149	1	(	(	PUNCT
ap-8344	149	2	a	a	NOUN
ap-8344	149	3	)	)	PUNCT
ap-8344	149	4	.	.	PUNCT
ap-8344	150	1	(	(	PUNCT
ap-8344	150	2	b	b	X
ap-8344	150	3	)	)	PUNCT
ap-8344	150	4	.	.	PUNCT
ap-8344	151	1	figure	figure	NOUN
ap-8344	151	2	10	10	NUM
ap-8344	151	3	.	.	PUNCT
ap-8344	152	1	virtual	virtual	ADJ
ap-8344	152	2	reality	reality	NOUN
ap-8344	152	3	inspection	inspection	NOUN
ap-8344	152	4	.	.	PUNCT
ap-8344	153	1	a	a	DET
ap-8344	153	2	)	)	PUNCT
ap-8344	153	3	objective	objective	ADJ
ap-8344	153	4	geometric	geometric	ADJ
ap-8344	153	5	data	datum	NOUN
ap-8344	153	6	;	;	PUNCT
ap-8344	153	7	b	b	X
ap-8344	153	8	)	)	PUNCT
ap-8344	153	9	visual	visual	ADJ
ap-8344	153	10	information	information	NOUN
ap-8344	153	11	.	.	PUNCT
ap-8344	154	1	obtained	obtain	VERB
ap-8344	154	2	from	from	ADP
ap-8344	154	3	the	the	DET
ap-8344	154	4	laser	laser	NOUN
ap-8344	154	5	scanner	scanner	NOUN
ap-8344	154	6	.	.	PUNCT
ap-8344	155	1	high	high	ADJ
ap-8344	155	2	-	-	PUNCT
ap-8344	155	3	resolution	resolution	NOUN
ap-8344	155	4	linear	linear	NOUN
ap-8344	155	5	images	image	NOUN
ap-8344	155	6	and	and	CCONJ
ap-8344	155	7	thermal	thermal	ADJ
ap-8344	155	8	images	image	NOUN
ap-8344	155	9	permitted	permit	VERB
ap-8344	155	10	to	to	PART
ap-8344	155	11	evaluate	evaluate	VERB
ap-8344	155	12	the	the	DET
ap-8344	155	13	tunnel	tunnel	NOUN
ap-8344	155	14	condition	condition	NOUN
ap-8344	155	15	and	and	CCONJ
ap-8344	155	16	digitalise	digitalise	VERB
ap-8344	155	17	its	its	PRON
ap-8344	155	18	defects	defect	NOUN
ap-8344	155	19	.	.	PUNCT
ap-8344	156	1	data	datum	NOUN
ap-8344	156	2	from	from	ADP
ap-8344	156	3	gprs	gprs	NOUN
ap-8344	156	4	gave	give	VERB
ap-8344	156	5	the	the	DET
ap-8344	156	6	ballast	ballast	NOUN
ap-8344	156	7	thickness	thickness	NOUN
ap-8344	156	8	,	,	PUNCT
ap-8344	156	9	condition	condition	NOUN
ap-8344	156	10	and	and	CCONJ
ap-8344	156	11	humidity	humidity	NOUN
ap-8344	156	12	,	,	PUNCT
ap-8344	156	13	the	the	DET
ap-8344	156	14	lining	lining	NOUN
ap-8344	156	15	thickness	thickness	NOUN
ap-8344	156	16	,	,	PUNCT
ap-8344	156	17	and	and	CCONJ
ap-8344	156	18	the	the	DET
ap-8344	156	19	void	void	NOUN
ap-8344	156	20	between	between	ADP
ap-8344	156	21	the	the	DET
ap-8344	156	22	soil	soil	NOUN
ap-8344	156	23	and	and	CCONJ
ap-8344	156	24	the	the	DET
ap-8344	156	25	lining	lining	NOUN
ap-8344	156	26	.	.	PUNCT
ap-8344	157	1	the	the	DET
ap-8344	157	2	methodology	methodology	NOUN
ap-8344	157	3	allowed	allow	VERB
ap-8344	157	4	digitalisation	digitalisation	NOUN
ap-8344	157	5	of	of	ADP
ap-8344	157	6	the	the	DET
ap-8344	157	7	overall	overall	ADJ
ap-8344	157	8	geometry	geometry	NOUN
ap-8344	157	9	of	of	ADP
ap-8344	157	10	the	the	DET
ap-8344	157	11	infrastructure	infrastructure	NOUN
ap-8344	157	12	including	include	VERB
ap-8344	157	13	the	the	DET
ap-8344	157	14	rails	rail	NOUN
ap-8344	157	15	and	and	CCONJ
ap-8344	157	16	fastenings	fastening	NOUN
ap-8344	157	17	(	(	PUNCT
ap-8344	157	18	i.e.	i.e.	X
ap-8344	157	19	sleepers	sleeper	NOUN
ap-8344	157	20	)	)	PUNCT
ap-8344	157	21	,	,	PUNCT
ap-8344	157	22	tunnel	tunnel	NOUN
ap-8344	157	23	lining	lining	NOUN
ap-8344	157	24	,	,	PUNCT
ap-8344	157	25	station	station	NOUN
ap-8344	157	26	structure	structure	NOUN
ap-8344	157	27	,	,	PUNCT
ap-8344	157	28	platforms	platform	NOUN
ap-8344	157	29	,	,	PUNCT
ap-8344	157	30	and	and	CCONJ
ap-8344	157	31	walkways	walkway	NOUN
ap-8344	157	32	.	.	PUNCT
ap-8344	158	1	the	the	DET
ap-8344	158	2	geometry	geometry	NOUN
ap-8344	158	3	of	of	ADP
ap-8344	158	4	the	the	DET
ap-8344	158	5	tunnel	tunnel	NOUN
ap-8344	158	6	is	be	AUX
ap-8344	158	7	obtained	obtain	VERB
ap-8344	158	8	in	in	ADP
ap-8344	158	9	an	an	DET
ap-8344	158	10	absolute	absolute	ADJ
ap-8344	158	11	reference	reference	NOUN
ap-8344	158	12	system	system	NOUN
ap-8344	158	13	by	by	ADP
ap-8344	158	14	integrating	integrate	VERB
ap-8344	158	15	the	the	DET
ap-8344	158	16	odometric	odometric	ADJ
ap-8344	158	17	measurements	measurement	NOUN
ap-8344	158	18	on	on	ADP
ap-8344	158	19	board	board	NOUN
ap-8344	158	20	archita	archita	PROPN
ap-8344	158	21	and	and	CCONJ
ap-8344	158	22	the	the	DET
ap-8344	158	23	control	control	NOUN
ap-8344	158	24	points	point	VERB
ap-8344	158	25	at	at	ADP
ap-8344	158	26	known	know	VERB
ap-8344	158	27	coordinates	coordinate	NOUN
ap-8344	158	28	connected	connect	VERB
ap-8344	158	29	to	to	ADP
ap-8344	158	30	the	the	DET
ap-8344	158	31	external	external	ADJ
ap-8344	158	32	reference	reference	NOUN
ap-8344	158	33	system	system	NOUN
ap-8344	158	34	.	.	PUNCT
ap-8344	159	1	moreover	moreover	ADV
ap-8344	159	2	,	,	PUNCT
ap-8344	159	3	by	by	ADP
ap-8344	159	4	using	use	VERB
ap-8344	159	5	the	the	DET
ap-8344	159	6	3dreshaper	3dreshaper	NUM
ap-8344	159	7	[	[	X
ap-8344	159	8	31	31	NUM
ap-8344	159	9	]	]	PUNCT
ap-8344	159	10	,	,	PUNCT
ap-8344	159	11	it	it	PRON
ap-8344	159	12	is	be	AUX
ap-8344	159	13	possible	possible	ADJ
ap-8344	159	14	to	to	PART
ap-8344	159	15	digitise	digitise	VERB
ap-8344	159	16	the	the	DET
ap-8344	159	17	overall	overall	ADJ
ap-8344	159	18	geometry	geometry	NOUN
ap-8344	159	19	of	of	ADP
ap-8344	159	20	the	the	DET
ap-8344	159	21	infrastructure	infrastructure	NOUN
ap-8344	159	22	including	include	VERB
ap-8344	159	23	rails	rail	NOUN
ap-8344	159	24	and	and	CCONJ
ap-8344	159	25	fastenings	fastening	NOUN
ap-8344	159	26	(	(	PUNCT
ap-8344	159	27	i.e.	i.e.	X
ap-8344	159	28	sleepers	sleeper	NOUN
ap-8344	159	29	)	)	PUNCT
ap-8344	159	30	,	,	PUNCT
ap-8344	159	31	tunnel	tunnel	NOUN
ap-8344	159	32	lining	lining	NOUN
ap-8344	159	33	,	,	PUNCT
ap-8344	159	34	station	station	NOUN
ap-8344	159	35	structure	structure	NOUN
ap-8344	159	36	,	,	PUNCT
ap-8344	159	37	platforms	platform	NOUN
ap-8344	159	38	,	,	PUNCT
ap-8344	159	39	and	and	CCONJ
ap-8344	159	40	walkways	walkway	NOUN
ap-8344	159	41	.	.	PUNCT
ap-8344	160	1	figure	figure	NOUN
ap-8344	160	2	9	9	NUM
ap-8344	160	3	shows	show	VERB
ap-8344	160	4	the	the	DET
ap-8344	160	5	final	final	ADJ
ap-8344	160	6	model	model	NOUN
ap-8344	160	7	obtained	obtain	VERB
ap-8344	160	8	using	use	VERB
ap-8344	160	9	the	the	DET
ap-8344	160	10	software	software	NOUN
ap-8344	160	11	solibri	solibri	NOUN
ap-8344	161	1	[	[	X
ap-8344	161	2	34	34	NUM
ap-8344	161	3	]	]	X
ap-8344	161	4	:	:	PUNCT
ap-8344	161	5	it	it	PRON
ap-8344	161	6	is	be	AUX
ap-8344	161	7	possible	possible	ADJ
ap-8344	161	8	to	to	PART
ap-8344	161	9	distinguish	distinguish	VERB
ap-8344	161	10	rails	rail	NOUN
ap-8344	161	11	,	,	PUNCT
ap-8344	161	12	fasteners	fastener	NOUN
ap-8344	161	13	and	and	CCONJ
ap-8344	161	14	sleepers	sleeper	NOUN
ap-8344	161	15	(	(	PUNCT
ap-8344	161	16	i.e.	i.e.	X
ap-8344	161	17	brown	brown	ADJ
ap-8344	161	18	,	,	PUNCT
ap-8344	161	19	pink	pink	ADJ
ap-8344	161	20	and	and	CCONJ
ap-8344	161	21	grey	grey	ADJ
ap-8344	161	22	longitudinal	longitudinal	ADJ
ap-8344	161	23	surfaces	surface	NOUN
ap-8344	161	24	)	)	PUNCT
ap-8344	161	25	,	,	PUNCT
ap-8344	161	26	civil	civil	ADJ
ap-8344	161	27	works	work	NOUN
ap-8344	161	28	(	(	PUNCT
ap-8344	161	29	i.e.	i.e.	X
ap-8344	161	30	grey	grey	ADJ
ap-8344	161	31	surfaces	surface	NOUN
ap-8344	161	32	of	of	ADP
ap-8344	161	33	tunnel	tunnel	NOUN
ap-8344	161	34	lining	lining	NOUN
ap-8344	161	35	and	and	CCONJ
ap-8344	161	36	yellow	yellow	ADJ
ap-8344	161	37	surfaces	surface	NOUN
ap-8344	161	38	of	of	ADP
ap-8344	161	39	platforms	platform	NOUN
ap-8344	161	40	)	)	PUNCT
ap-8344	161	41	,	,	PUNCT
ap-8344	161	42	lifelines	lifeline	NOUN
ap-8344	161	43	and	and	CCONJ
ap-8344	161	44	systems	system	NOUN
ap-8344	161	45	(	(	PUNCT
ap-8344	161	46	i.e.	i.e.	X
ap-8344	161	47	cyan	cyan	ADJ
ap-8344	161	48	,	,	PUNCT
ap-8344	161	49	blue	blue	ADJ
ap-8344	161	50	,	,	PUNCT
ap-8344	161	51	and	and	CCONJ
ap-8344	161	52	green	green	ADJ
ap-8344	161	53	)	)	PUNCT
ap-8344	161	54	,	,	PUNCT
ap-8344	161	55	and	and	CCONJ
ap-8344	161	56	hydraulic	hydraulic	ADJ
ap-8344	161	57	fire	fire	NOUN
ap-8344	161	58	system	system	NOUN
ap-8344	161	59	(	(	PUNCT
ap-8344	161	60	i.e.	i.e.	X
ap-8344	161	61	red	red	ADJ
ap-8344	161	62	longitudinal	longitudinal	ADJ
ap-8344	161	63	lines	line	NOUN
ap-8344	161	64	)	)	PUNCT
ap-8344	161	65	.	.	PUNCT
ap-8344	162	1	moreover	moreover	ADV
ap-8344	162	2	,	,	PUNCT
ap-8344	162	3	virtual	virtual	ADJ
ap-8344	162	4	reality	reality	NOUN
ap-8344	162	5	permits	permit	VERB
ap-8344	162	6	verifying	verifying	NOUN
ap-8344	162	7	,	,	PUNCT
ap-8344	162	8	in	in	ADP
ap-8344	162	9	realtime	realtime	NOUN
ap-8344	162	10	,	,	PUNCT
ap-8344	162	11	the	the	DET
ap-8344	162	12	infrastructure	infrastructure	NOUN
ap-8344	162	13	conditions	condition	NOUN
ap-8344	162	14	and	and	CCONJ
ap-8344	162	15	obtaining	obtain	VERB
ap-8344	162	16	objective	objective	ADJ
ap-8344	162	17	geometric	geometric	ADJ
ap-8344	162	18	data	datum	NOUN
ap-8344	162	19	and	and	CCONJ
ap-8344	162	20	visual	visual	ADJ
ap-8344	162	21	information	information	NOUN
ap-8344	162	22	(	(	PUNCT
ap-8344	162	23	figure	figure	NOUN
ap-8344	162	24	10	10	NUM
ap-8344	162	25	)	)	PUNCT
ap-8344	162	26	.	.	PUNCT
ap-8344	163	1	117	117	NUM
ap-8344	163	2	f.	f.	PROPN
ap-8344	163	3	foria	foria	PROPN
ap-8344	163	4	,	,	PUNCT
ap-8344	163	5	m.	m.	NOUN
ap-8344	163	6	calicchio	calicchio	PROPN
ap-8344	163	7	,	,	PUNCT
ap-8344	163	8	l.	l.	PROPN
ap-8344	163	9	moretti	moretti	PROPN
ap-8344	163	10	,	,	PUNCT
ap-8344	163	11	g.	g.	PROPN
ap-8344	163	12	loprencipe	loprencipe	PROPN
ap-8344	163	13	acta	acta	PROPN
ap-8344	163	14	polytechnica	polytechnica	PROPN
ap-8344	163	15	figure	figure	NOUN
ap-8344	163	16	11	11	NUM
ap-8344	163	17	.	.	PUNCT
ap-8344	164	1	detachment	detachment	NOUN
ap-8344	164	2	of	of	ADP
ap-8344	164	3	concrete	concrete	ADJ
ap-8344	164	4	cover	cover	NOUN
ap-8344	164	5	and	and	CCONJ
ap-8344	164	6	exposure	exposure	NOUN
ap-8344	164	7	of	of	ADP
ap-8344	164	8	the	the	DET
ap-8344	164	9	rebars	rebar	NOUN
ap-8344	164	10	(	(	PUNCT
ap-8344	164	11	yellow	yellow	ADJ
ap-8344	164	12	area	area	NOUN
ap-8344	164	13	)	)	PUNCT
ap-8344	164	14	.	.	PUNCT
ap-8344	165	1	3.2	3.2	NUM
ap-8344	165	2	.	.	PUNCT
ap-8344	166	1	defect	defect	VERB
ap-8344	166	2	analysis	analysis	NOUN
ap-8344	166	3	moreover	moreover	ADV
ap-8344	166	4	,	,	PUNCT
ap-8344	166	5	the	the	DET
ap-8344	166	6	high	high	ADJ
ap-8344	166	7	-	-	PUNCT
ap-8344	166	8	resolution	resolution	NOUN
ap-8344	166	9	photographic	photographic	ADJ
ap-8344	166	10	survey	survey	NOUN
ap-8344	166	11	allowed	allow	VERB
ap-8344	166	12	the	the	DET
ap-8344	166	13	identification	identification	NOUN
ap-8344	166	14	of	of	ADP
ap-8344	166	15	lining	line	VERB
ap-8344	166	16	defects	defect	NOUN
ap-8344	166	17	that	that	PRON
ap-8344	166	18	overlapped	overlap	VERB
ap-8344	166	19	with	with	ADP
ap-8344	166	20	the	the	DET
ap-8344	166	21	tunnel	tunnel	NOUN
ap-8344	166	22	geometry	geometry	NOUN
ap-8344	166	23	.	.	PUNCT
ap-8344	167	1	during	during	ADP
ap-8344	167	2	the	the	DET
ap-8344	167	3	postprocessing	postprocessing	NOUN
ap-8344	167	4	phase	phase	NOUN
ap-8344	167	5	,	,	PUNCT
ap-8344	167	6	the	the	DET
ap-8344	167	7	acquired	acquire	VERB
ap-8344	167	8	data	datum	NOUN
ap-8344	167	9	are	be	AUX
ap-8344	167	10	referred	refer	VERB
ap-8344	167	11	to	to	ADP
ap-8344	167	12	the	the	DET
ap-8344	167	13	real	real	ADJ
ap-8344	167	14	progressive	progressive	NOUN
ap-8344	167	15	of	of	ADP
ap-8344	167	16	the	the	DET
ap-8344	167	17	railway	railway	NOUN
ap-8344	167	18	line	line	NOUN
ap-8344	167	19	,	,	PUNCT
ap-8344	167	20	thus	thus	ADV
ap-8344	167	21	allowing	allow	VERB
ap-8344	167	22	a	a	DET
ap-8344	167	23	precise	precise	ADJ
ap-8344	167	24	location	location	NOUN
ap-8344	167	25	of	of	ADP
ap-8344	167	26	the	the	DET
ap-8344	167	27	detected	detect	VERB
ap-8344	167	28	defects	defect	NOUN
ap-8344	167	29	(	(	PUNCT
ap-8344	167	30	figure	figure	NOUN
ap-8344	167	31	11	11	NUM
ap-8344	167	32	)	)	PUNCT
ap-8344	167	33	.	.	PUNCT
ap-8344	168	1	for	for	ADP
ap-8344	168	2	each	each	DET
ap-8344	168	3	defect	defect	NOUN
ap-8344	168	4	,	,	PUNCT
ap-8344	168	5	its	its	PRON
ap-8344	168	6	location	location	NOUN
ap-8344	168	7	,	,	PUNCT
ap-8344	168	8	areal	areal	VERB
ap-8344	168	9	or	or	CCONJ
ap-8344	168	10	linear	linear	PROPN
ap-8344	168	11	development	development	NOUN
ap-8344	168	12	,	,	PUNCT
ap-8344	168	13	and	and	CCONJ
ap-8344	168	14	category	category	NOUN
ap-8344	168	15	have	have	AUX
ap-8344	168	16	been	be	AUX
ap-8344	168	17	recorded	record	VERB
ap-8344	168	18	according	accord	VERB
ap-8344	168	19	to	to	ADP
ap-8344	168	20	the	the	DET
ap-8344	168	21	adopted	adopt	VERB
ap-8344	168	22	defect	defect	NOUN
ap-8344	168	23	library	library	NOUN
ap-8344	168	24	(	(	PUNCT
ap-8344	168	25	table	table	NOUN
ap-8344	168	26	1	1	NUM
ap-8344	168	27	)	)	PUNCT
ap-8344	168	28	.	.	PUNCT
ap-8344	169	1	high	high	ADJ
ap-8344	169	2	-	-	PUNCT
ap-8344	169	3	resolution	resolution	NOUN
ap-8344	169	4	linear	linear	NOUN
ap-8344	169	5	images	image	NOUN
ap-8344	169	6	and	and	CCONJ
ap-8344	169	7	georeferenced	georeference	VERB
ap-8344	169	8	thermal	thermal	ADJ
ap-8344	169	9	images	image	NOUN
ap-8344	169	10	permitted	permit	VERB
ap-8344	169	11	us	we	PRON
ap-8344	169	12	to	to	PART
ap-8344	169	13	evaluate	evaluate	VERB
ap-8344	169	14	the	the	DET
ap-8344	169	15	tunnel	tunnel	NOUN
ap-8344	169	16	’s	’s	PART
ap-8344	169	17	condition	condition	NOUN
ap-8344	169	18	and	and	CCONJ
ap-8344	169	19	digitalise	digitalise	VERB
ap-8344	169	20	its	its	PRON
ap-8344	169	21	defects	defect	NOUN
ap-8344	169	22	.	.	PUNCT
ap-8344	170	1	figure	figure	NOUN
ap-8344	170	2	12	12	NUM
ap-8344	170	3	shows	show	VERB
ap-8344	170	4	water	water	NOUN
ap-8344	170	5	defects	defect	NOUN
ap-8344	170	6	in	in	ADP
ap-8344	170	7	blue	blue	ADJ
ap-8344	170	8	areas	area	NOUN
ap-8344	170	9	;	;	PUNCT
ap-8344	170	10	figure	figure	VERB
ap-8344	170	11	13	13	NUM
ap-8344	170	12	left	left	ADJ
ap-8344	171	1	and	and	CCONJ
ap-8344	171	2	right	right	ADJ
ap-8344	171	3	compares	compare	NOUN
ap-8344	171	4	hd	hd	NOUN
ap-8344	171	5	-	-	PUNCT
ap-8344	171	6	resolution	resolution	NOUN
ap-8344	171	7	images	image	NOUN
ap-8344	171	8	with	with	ADP
ap-8344	171	9	thermal	thermal	ADJ
ap-8344	171	10	images	image	NOUN
ap-8344	171	11	whose	whose	DET
ap-8344	171	12	surface	surface	NOUN
ap-8344	171	13	temperature	temperature	NOUN
ap-8344	171	14	ranges	range	VERB
ap-8344	171	15	between	between	ADP
ap-8344	171	16	18	18	NUM
ap-8344	171	17	°	°	NUM
ap-8344	171	18	c	c	NOUN
ap-8344	171	19	(	(	PUNCT
ap-8344	171	20	i.e.	i.e.	X
ap-8344	171	21	blue	blue	ADJ
ap-8344	171	22	areas	area	NOUN
ap-8344	171	23	)	)	PUNCT
ap-8344	171	24	and	and	CCONJ
ap-8344	171	25	24	24	NUM
ap-8344	171	26	°	°	NOUN
ap-8344	171	27	c	c	NOUN
ap-8344	171	28	(	(	PUNCT
ap-8344	171	29	i.e.	i.e.	X
ap-8344	171	30	red	red	ADJ
ap-8344	171	31	areas	area	NOUN
ap-8344	171	32	):	):	PUNCT
ap-8344	171	33	the	the	DET
ap-8344	171	34	red	red	ADJ
ap-8344	171	35	arrow	arrow	NOUN
ap-8344	171	36	between	between	ADP
ap-8344	171	37	figure	figure	NOUN
ap-8344	171	38	13	13	NUM
ap-8344	171	39	left	left	ADJ
ap-8344	171	40	and	and	CCONJ
ap-8344	171	41	right	right	ADJ
ap-8344	171	42	)	)	PUNCT
ap-8344	171	43	indicates	indicate	VERB
ap-8344	171	44	water	water	NOUN
ap-8344	171	45	defects	defect	NOUN
ap-8344	171	46	.	.	PUNCT
ap-8344	172	1	3.3	3.3	NUM
ap-8344	172	2	.	.	PUNCT
ap-8344	172	3	planning	planning	NOUN
ap-8344	172	4	&	&	CCONJ
ap-8344	172	5	design	design	VERB
ap-8344	172	6	the	the	DET
ap-8344	172	7	outputs	output	NOUN
ap-8344	172	8	from	from	ADP
ap-8344	172	9	the	the	DET
ap-8344	172	10	laser	laser	NOUN
ap-8344	172	11	scanner	scanner	NOUN
ap-8344	172	12	and	and	CCONJ
ap-8344	172	13	the	the	DET
ap-8344	172	14	thermal	thermal	ADJ
ap-8344	172	15	survey	survey	NOUN
ap-8344	172	16	are	be	AUX
ap-8344	172	17	synchronised	synchronise	VERB
ap-8344	172	18	and	and	CCONJ
ap-8344	172	19	can	can	AUX
ap-8344	172	20	be	be	AUX
ap-8344	172	21	overlapped	overlap	VERB
ap-8344	172	22	to	to	PART
ap-8344	172	23	identify	identify	VERB
ap-8344	172	24	the	the	DET
ap-8344	172	25	areas	area	NOUN
ap-8344	172	26	/	/	SYM
ap-8344	172	27	stretches	stretch	VERB
ap-8344	172	28	with	with	ADP
ap-8344	172	29	a	a	DET
ap-8344	172	30	high	high	ADJ
ap-8344	172	31	content	content	NOUN
ap-8344	172	32	or	or	CCONJ
ap-8344	172	33	a	a	DET
ap-8344	172	34	high	high	ADJ
ap-8344	172	35	extension	extension	NOUN
ap-8344	172	36	of	of	ADP
ap-8344	172	37	leakages	leakage	NOUN
ap-8344	172	38	and	and	CCONJ
ap-8344	172	39	wet	wet	ADJ
ap-8344	172	40	surfaces	surface	NOUN
ap-8344	172	41	,	,	PUNCT
ap-8344	172	42	platform	platform	NOUN
ap-8344	172	43	or	or	CCONJ
ap-8344	172	44	ballast	ballast	NOUN
ap-8344	172	45	erosion	erosion	NOUN
ap-8344	172	46	due	due	ADP
ap-8344	172	47	to	to	ADP
ap-8344	172	48	leakages	leakage	NOUN
ap-8344	172	49	or	or	CCONJ
ap-8344	172	50	wet	wet	ADJ
ap-8344	172	51	surfaces	surface	NOUN
ap-8344	172	52	,	,	PUNCT
ap-8344	172	53	and	and	CCONJ
ap-8344	172	54	water	water	NOUN
ap-8344	172	55	retention	retention	NOUN
ap-8344	172	56	in	in	ADP
ap-8344	172	57	the	the	DET
ap-8344	172	58	track	track	NOUN
ap-8344	172	59	ballast	ballast	NOUN
ap-8344	172	60	.	.	PUNCT
ap-8344	173	1	in	in	ADP
ap-8344	173	2	particular	particular	ADJ
ap-8344	173	3	,	,	PUNCT
ap-8344	173	4	for	for	ADP
ap-8344	173	5	each	each	DET
ap-8344	173	6	tunnel	tunnel	NOUN
ap-8344	173	7	sector	sector	NOUN
ap-8344	173	8	,	,	PUNCT
ap-8344	173	9	graphical	graphical	ADJ
ap-8344	173	10	drawings	drawing	NOUN
ap-8344	173	11	and	and	CCONJ
ap-8344	173	12	summary	summary	NOUN
ap-8344	173	13	tables	table	NOUN
ap-8344	173	14	provided	provide	VERB
ap-8344	173	15	the	the	DET
ap-8344	173	16	defect	defect	NOUN
ap-8344	173	17	mapping	mapping	NOUN
ap-8344	173	18	.	.	PUNCT
ap-8344	174	1	figure	figure	NOUN
ap-8344	174	2	14	14	NUM
ap-8344	174	3	represents	represent	VERB
ap-8344	174	4	defects	defect	NOUN
ap-8344	174	5	on	on	ADP
ap-8344	174	6	a	a	DET
ap-8344	174	7	tunnel	tunnel	NOUN
ap-8344	174	8	segment	segment	NOUN
ap-8344	174	9	approximately	approximately	ADV
ap-8344	174	10	150	150	NUM
ap-8344	174	11	m	m	NOUN
ap-8344	174	12	in	in	ADP
ap-8344	174	13	length	length	NOUN
ap-8344	174	14	.	.	PUNCT
ap-8344	175	1	the	the	DET
ap-8344	175	2	tunnel	tunnel	NOUN
ap-8344	175	3	lining	lining	NOUN
ap-8344	175	4	is	be	AUX
ap-8344	175	5	figure	figure	NOUN
ap-8344	175	6	12	12	NUM
ap-8344	175	7	.	.	PUNCT
ap-8344	176	1	water	water	NOUN
ap-8344	176	2	defects	defect	NOUN
ap-8344	176	3	detection	detection	NOUN
ap-8344	176	4	(	(	PUNCT
ap-8344	176	5	blue	blue	ADJ
ap-8344	176	6	area	area	NOUN
ap-8344	176	7	)	)	PUNCT
ap-8344	176	8	.	.	PUNCT
ap-8344	177	1	figure	figure	NOUN
ap-8344	177	2	13	13	NUM
ap-8344	177	3	.	.	PUNCT
ap-8344	178	1	comparison	comparison	NOUN
ap-8344	178	2	of	of	ADP
ap-8344	178	3	hd	hd	NOUN
ap-8344	178	4	-	-	PUNCT
ap-8344	178	5	resolution	resolution	NOUN
ap-8344	178	6	images	image	NOUN
ap-8344	178	7	(	(	PUNCT
ap-8344	178	8	left	left	ADJ
ap-8344	178	9	)	)	PUNCT
ap-8344	178	10	and	and	CCONJ
ap-8344	178	11	thermal	thermal	ADJ
ap-8344	178	12	images	image	NOUN
ap-8344	178	13	for	for	ADP
ap-8344	178	14	defect	defect	NOUN
ap-8344	178	15	detection	detection	NOUN
ap-8344	178	16	(	(	PUNCT
ap-8344	178	17	right	right	NOUN
ap-8344	178	18	)	)	PUNCT
ap-8344	178	19	.	.	PUNCT
ap-8344	179	1	represented	represent	VERB
ap-8344	179	2	with	with	ADP
ap-8344	179	3	details	detail	NOUN
ap-8344	179	4	about	about	ADP
ap-8344	179	5	the	the	DET
ap-8344	179	6	progressive	progressive	ADJ
ap-8344	179	7	,	,	PUNCT
ap-8344	179	8	the	the	DET
ap-8344	179	9	track	track	NOUN
ap-8344	179	10	position	position	NOUN
ap-8344	179	11	(	(	PUNCT
ap-8344	179	12	i.e.	i.e.	X
ap-8344	179	13	even	even	ADV
ap-8344	179	14	or	or	CCONJ
ap-8344	179	15	odd	odd	ADJ
ap-8344	179	16	)	)	PUNCT
ap-8344	179	17	,	,	PUNCT
ap-8344	179	18	and	and	CCONJ
ap-8344	179	19	its	its	PRON
ap-8344	179	20	elements	element	NOUN
ap-8344	179	21	(	(	PUNCT
ap-8344	179	22	e.g.	e.g.	ADV
ap-8344	179	23	piers	pier	NOUN
ap-8344	179	24	and	and	CCONJ
ap-8344	179	25	cap	cap	NOUN
ap-8344	179	26	)	)	PUNCT
ap-8344	179	27	.	.	PUNCT
ap-8344	180	1	all	all	DET
ap-8344	180	2	defects	defect	NOUN
ap-8344	180	3	are	be	AUX
ap-8344	180	4	divided	divide	VERB
ap-8344	180	5	into	into	ADP
ap-8344	180	6	categories	category	NOUN
ap-8344	180	7	and	and	CCONJ
ap-8344	180	8	other	other	ADJ
ap-8344	180	9	important	important	ADJ
ap-8344	180	10	elements	element	NOUN
ap-8344	180	11	or	or	CCONJ
ap-8344	180	12	previous	previous	ADJ
ap-8344	180	13	works	work	NOUN
ap-8344	180	14	on	on	ADP
ap-8344	180	15	the	the	DET
ap-8344	180	16	tunnel	tunnel	NOUN
ap-8344	180	17	lining	lining	NOUN
ap-8344	180	18	are	be	AUX
ap-8344	180	19	pointed	point	VERB
ap-8344	180	20	out	out	ADP
ap-8344	180	21	(	(	PUNCT
ap-8344	180	22	e.g.	e.g.	ADV
ap-8344	180	23	ribs	rib	NOUN
ap-8344	180	24	,	,	PUNCT
ap-8344	180	25	sealing	sealing	NOUN
ap-8344	180	26	,	,	PUNCT
ap-8344	180	27	and	and	CCONJ
ap-8344	180	28	painting	painting	NOUN
ap-8344	180	29	)	)	PUNCT
ap-8344	180	30	.	.	PUNCT
ap-8344	181	1	3.4	3.4	NUM
ap-8344	181	2	.	.	PUNCT
ap-8344	181	3	work	work	NOUN
ap-8344	181	4	&	&	CCONJ
ap-8344	181	5	maintenance	maintenance	NOUN
ap-8344	181	6	after	after	ADP
ap-8344	181	7	the	the	DET
ap-8344	181	8	digitalisation	digitalisation	NOUN
ap-8344	181	9	,	,	PUNCT
ap-8344	181	10	the	the	DET
ap-8344	181	11	extension	extension	NOUN
ap-8344	181	12	index	index	NOUN
ap-8344	181	13	(	(	PUNCT
ap-8344	181	14	e.i	e.i	PROPN
ap-8344	181	15	.	.	PROPN
ap-8344	181	16	)	)	PUNCT
ap-8344	181	17	for	for	ADP
ap-8344	181	18	each	each	DET
ap-8344	181	19	defect	defect	NOUN
ap-8344	181	20	along	along	ADP
ap-8344	181	21	the	the	DET
ap-8344	181	22	tunnel	tunnel	NOUN
ap-8344	181	23	sectors	sector	NOUN
ap-8344	181	24	has	have	AUX
ap-8344	181	25	been	be	AUX
ap-8344	181	26	calculated	calculate	VERB
ap-8344	181	27	,	,	PUNCT
ap-8344	181	28	it	it	PRON
ap-8344	181	29	is	be	AUX
ap-8344	181	30	the	the	DET
ap-8344	181	31	ratio	ratio	NOUN
ap-8344	181	32	between	between	ADP
ap-8344	181	33	the	the	DET
ap-8344	181	34	extent	extent	NOUN
ap-8344	181	35	of	of	ADP
ap-8344	181	36	the	the	DET
ap-8344	181	37	defect	defect	NOUN
ap-8344	181	38	and	and	CCONJ
ap-8344	181	39	the	the	DET
ap-8344	181	40	inspected	inspect	VERB
ap-8344	181	41	sector	sector	NOUN
ap-8344	181	42	area	area	NOUN
ap-8344	181	43	.	.	PUNCT
ap-8344	182	1	as	as	ADP
ap-8344	182	2	an	an	DET
ap-8344	182	3	example	example	NOUN
ap-8344	182	4	,	,	PUNCT
ap-8344	182	5	figure	figure	NOUN
ap-8344	182	6	15	15	NUM
ap-8344	182	7	represents	represent	VERB
ap-8344	182	8	the	the	DET
ap-8344	182	9	ei	ei	NOUN
ap-8344	182	10	values	value	NOUN
ap-8344	182	11	obtained	obtain	VERB
ap-8344	182	12	for	for	ADP
ap-8344	182	13	14	14	NUM
ap-8344	182	14	sectors	sector	NOUN
ap-8344	182	15	.	.	PUNCT
ap-8344	183	1	moreover	moreover	ADV
ap-8344	183	2	,	,	PUNCT
ap-8344	183	3	in	in	ADP
ap-8344	183	4	this	this	DET
ap-8344	183	5	study	study	NOUN
ap-8344	183	6	,	,	PUNCT
ap-8344	183	7	the	the	DET
ap-8344	183	8	ai	ai	NOUN
ap-8344	183	9	has	have	AUX
ap-8344	183	10	been	be	AUX
ap-8344	183	11	used	use	VERB
ap-8344	183	12	for	for	ADP
ap-8344	183	13	defect	defect	ADJ
ap-8344	183	14	detection	detection	NOUN
ap-8344	183	15	:	:	PUNCT
ap-8344	183	16	the	the	DET
ap-8344	183	17	total	total	ADJ
ap-8344	183	18	area	area	NOUN
ap-8344	183	19	of	of	ADP
ap-8344	183	20	manually	manually	ADV
ap-8344	183	21	digitalised	digitalise	VERB
ap-8344	183	22	defects	defect	NOUN
ap-8344	183	23	is	be	AUX
ap-8344	183	24	1006.8	1006.8	NUM
ap-8344	183	25	m2	m2	NOUN
ap-8344	183	26	while	while	SCONJ
ap-8344	183	27	the	the	DET
ap-8344	183	28	total	total	ADJ
ap-8344	183	29	area	area	NOUN
ap-8344	183	30	of	of	ADP
ap-8344	183	31	ai	ai	VERB
ap-8344	183	32	digitalised	digitalised	ADJ
ap-8344	183	33	defects	defect	NOUN
ap-8344	183	34	is	be	AUX
ap-8344	183	35	1100.6	1100.6	NUM
ap-8344	183	36	m2	m2	NOUN
ap-8344	183	37	:	:	PUNCT
ap-8344	183	38	false	false	ADJ
ap-8344	183	39	positives	positive	NOUN
ap-8344	183	40	were	be	AUX
ap-8344	183	41	19.8	19.8	NUM
ap-8344	183	42	%	%	NOUN
ap-8344	183	43	,	,	PUNCT
ap-8344	183	44	while	while	SCONJ
ap-8344	183	45	false	false	ADJ
ap-8344	183	46	negatives	negative	NOUN
ap-8344	183	47	were	be	AUX
ap-8344	183	48	10.5	10.5	NUM
ap-8344	183	49	%	%	NOUN
ap-8344	183	50	.	.	PUNCT
ap-8344	184	1	such	such	ADJ
ap-8344	184	2	differences	difference	NOUN
ap-8344	184	3	highlight	highlight	VERB
ap-8344	184	4	the	the	DET
ap-8344	184	5	need	need	NOUN
ap-8344	184	6	for	for	ADP
ap-8344	184	7	a	a	DET
ap-8344	184	8	further	further	ADJ
ap-8344	184	9	calibration	calibration	NOUN
ap-8344	184	10	of	of	ADP
ap-8344	184	11	the	the	DET
ap-8344	184	12	algorithm	algorithm	NOUN
ap-8344	184	13	for	for	ADP
ap-8344	184	14	a	a	DET
ap-8344	184	15	reliable	reliable	ADJ
ap-8344	184	16	defect	defect	NOUN
ap-8344	184	17	detection	detection	NOUN
ap-8344	184	18	using	use	VERB
ap-8344	184	19	an	an	DET
ap-8344	184	20	appropriate	appropriate	ADJ
ap-8344	184	21	neural	neural	ADJ
ap-8344	184	22	network	network	NOUN
ap-8344	184	23	.	.	PUNCT
ap-8344	185	1	extension	extension	NOUN
ap-8344	185	2	indices	index	NOUN
ap-8344	185	3	from	from	ADP
ap-8344	185	4	digitalisation	digitalisation	NOUN
ap-8344	185	5	were	be	AUX
ap-8344	185	6	then	then	ADV
ap-8344	185	7	used	use	VERB
ap-8344	185	8	in	in	ADP
ap-8344	185	9	the	the	DET
ap-8344	185	10	smca	smca	NOUN
ap-8344	185	11	analysis	analysis	NOUN
ap-8344	185	12	to	to	PART
ap-8344	185	13	evaluate	evaluate	VERB
ap-8344	185	14	pi	pi	NOUN
ap-8344	185	15	.	.	PUNCT
ap-8344	186	1	to	to	PART
ap-8344	186	2	assess	assess	VERB
ap-8344	186	3	the	the	DET
ap-8344	186	4	tunnel	tunnel	NOUN
ap-8344	186	5	conditions	condition	NOUN
ap-8344	186	6	,	,	PUNCT
ap-8344	186	7	different	different	ADJ
ap-8344	186	8	categories	category	NOUN
ap-8344	186	9	of	of	ADP
ap-8344	186	10	defects	defect	NOUN
ap-8344	186	11	(	(	PUNCT
ap-8344	186	12	i.e.	i.e.	X
ap-8344	186	13	masonry	masonry	NOUN
ap-8344	186	14	deterioration	deterioration	NOUN
ap-8344	186	15	,	,	PUNCT
ap-8344	186	16	water	water	NOUN
ap-8344	186	17	defects	defect	NOUN
ap-8344	186	18	,	,	PUNCT
ap-8344	186	19	seismicity	seismicity	NOUN
ap-8344	186	20	,	,	PUNCT
ap-8344	186	21	hydrology	hydrology	NOUN
ap-8344	186	22	,	,	PUNCT
ap-8344	186	23	superficial	superficial	ADJ
ap-8344	186	24	geology	geology	NOUN
ap-8344	186	25	,	,	PUNCT
ap-8344	186	26	and	and	CCONJ
ap-8344	186	27	deep	deep	ADJ
ap-8344	186	28	geology	geology	NOUN
ap-8344	186	29	)	)	PUNCT
ap-8344	186	30	have	have	AUX
ap-8344	186	31	been	be	AUX
ap-8344	186	32	considered	consider	VERB
ap-8344	186	33	.	.	PUNCT
ap-8344	187	1	table	table	NOUN
ap-8344	187	2	2	2	NUM
ap-8344	187	3	lists	list	NOUN
ap-8344	187	4	the	the	DET
ap-8344	187	5	priority	priority	NOUN
ap-8344	187	6	indices	index	NOUN
ap-8344	187	7	obtained	obtain	VERB
ap-8344	187	8	for	for	ADP
ap-8344	187	9	14	14	NUM
ap-8344	187	10	sectors	sector	NOUN
ap-8344	187	11	along	along	ADP
ap-8344	187	12	the	the	DET
ap-8344	187	13	tunnel	tunnel	NOUN
ap-8344	187	14	whose	whose	DET
ap-8344	187	15	extension	extension	NOUN
ap-8344	187	16	index	index	NOUN
ap-8344	187	17	is	be	AUX
ap-8344	187	18	in	in	ADP
ap-8344	187	19	figure	figure	NOUN
ap-8344	187	20	15	15	NUM
ap-8344	187	21	.	.	PUNCT
ap-8344	188	1	the	the	DET
ap-8344	188	2	pi	pi	PROPN
ap-8344	188	3	values	value	NOUN
ap-8344	188	4	highlight	highlight	VERB
ap-8344	188	5	severe	severe	ADJ
ap-8344	188	6	issues	issue	NOUN
ap-8344	188	7	about	about	ADP
ap-8344	188	8	the	the	DET
ap-8344	188	9	presence	presence	NOUN
ap-8344	188	10	of	of	ADP
ap-8344	188	11	water	water	NOUN
ap-8344	188	12	(	(	PUNCT
ap-8344	188	13	more	more	ADJ
ap-8344	188	14	than	than	ADP
ap-8344	188	15	45	45	NUM
ap-8344	188	16	%	%	NOUN
ap-8344	188	17	for	for	ADP
ap-8344	188	18	sectors	sector	NOUN
ap-8344	188	19	1	1	NUM
ap-8344	188	20	,	,	PUNCT
ap-8344	188	21	12	12	NUM
ap-8344	188	22	,	,	PUNCT
ap-8344	188	23	13	13	NUM
ap-8344	188	24	,	,	PUNCT
ap-8344	188	25	118	118	NUM
ap-8344	188	26	vol	vol	NOUN
ap-8344	188	27	.	.	PUNCT
ap-8344	189	1	63	63	NUM
ap-8344	190	1	no	no	NOUN
ap-8344	190	2	.	.	PUNCT
ap-8344	191	1	2/2023	2/2023	NUM
ap-8344	191	2	multidimensional	multidimensional	ADJ
ap-8344	191	3	mobile	mobile	ADJ
ap-8344	191	4	mapping	mapping	NOUN
ap-8344	191	5	and	and	CCONJ
ap-8344	191	6	integrated	integrate	VERB
ap-8344	191	7	approach	approach	NOUN
ap-8344	191	8	figure	figure	NOUN
ap-8344	191	9	14	14	NUM
ap-8344	191	10	.	.	PUNCT
ap-8344	192	1	example	example	NOUN
ap-8344	192	2	of	of	ADP
ap-8344	192	3	a	a	DET
ap-8344	192	4	defect	defect	NOUN
ap-8344	192	5	map	map	NOUN
ap-8344	192	6	.	.	PUNCT
ap-8344	193	1	figure	figure	VERB
ap-8344	193	2	15	15	NUM
ap-8344	193	3	.	.	PUNCT
ap-8344	193	4	extension	extension	NOUN
ap-8344	193	5	index	index	NOUN
ap-8344	193	6	:	:	PUNCT
ap-8344	193	7	water	water	NOUN
ap-8344	193	8	and	and	CCONJ
ap-8344	193	9	masonry	masonry	NOUN
ap-8344	193	10	distress	distress	NOUN
ap-8344	193	11	.	.	PUNCT
ap-8344	194	1	priority	priority	NOUN
ap-8344	194	2	masonry	masonry	PROPN
ap-8344	194	3	superficial	superficial	ADJ
ap-8344	194	4	deep	deep	ADJ
ap-8344	194	5	sector	sector	NOUN
ap-8344	194	6	index	index	NOUN
ap-8344	194	7	deterioration	deterioration	NOUN
ap-8344	194	8	water	water	NOUN
ap-8344	194	9	seism	seism	NOUN
ap-8344	194	10	geology	geology	NOUN
ap-8344	194	11	hydrology	hydrology	NOUN
ap-8344	194	12	geology	geology	NOUN
ap-8344	195	1	[	[	X
ap-8344	195	2	%	%	X
ap-8344	195	3	]	]	X
ap-8344	196	1	[	[	X
ap-8344	196	2	%	%	X
ap-8344	196	3	]	]	X
ap-8344	197	1	[	[	X
ap-8344	197	2	%	%	X
ap-8344	197	3	]	]	X
ap-8344	198	1	[	[	X
ap-8344	198	2	%	%	X
ap-8344	198	3	]	]	X
ap-8344	199	1	[	[	X
ap-8344	199	2	%	%	X
ap-8344	199	3	]	]	X
ap-8344	200	1	[	[	X
ap-8344	200	2	%	%	X
ap-8344	200	3	]	]	X
ap-8344	201	1	[	[	X
ap-8344	201	2	%	%	X
ap-8344	201	3	]	]	X
ap-8344	201	4	sector	sector	NOUN
ap-8344	201	5	1	1	NUM
ap-8344	201	6	74.33	74.33	NUM
ap-8344	201	7	3.53	3.53	NUM
ap-8344	201	8	45.55	45.55	NUM
ap-8344	201	9	1.00	1.00	NUM
ap-8344	201	10	0.25	0.25	NUM
ap-8344	201	11	24.00	24.00	NUM
ap-8344	201	12	0.00	0.00	NUM
ap-8344	201	13	sector	sector	NOUN
ap-8344	201	14	2	2	NUM
ap-8344	201	15	60.75	60.75	NUM
ap-8344	201	16	3.22	3.22	NUM
ap-8344	201	17	38.03	38.03	NUM
ap-8344	201	18	1.00	1.00	NUM
ap-8344	201	19	0.50	0.50	NUM
ap-8344	201	20	18.00	18.00	NUM
ap-8344	201	21	0.00	0.00	NUM
ap-8344	201	22	sector	sector	NOUN
ap-8344	201	23	3	3	NUM
ap-8344	201	24	56.18	56.18	NUM
ap-8344	201	25	2.86	2.86	NUM
ap-8344	201	26	36.32	36.32	NUM
ap-8344	201	27	1.00	1.00	NUM
ap-8344	201	28	2.00	2.00	NUM
ap-8344	201	29	14.00	14.00	NUM
ap-8344	201	30	0.00	0.00	NUM
ap-8344	201	31	sector	sector	NOUN
ap-8344	201	32	4	4	NUM
ap-8344	201	33	37.68	37.68	NUM
ap-8344	201	34	2.34	2.34	NUM
ap-8344	201	35	28.34	28.34	NUM
ap-8344	201	36	1.00	1.00	NUM
ap-8344	201	37	2.00	2.00	NUM
ap-8344	201	38	4.00	4.00	NUM
ap-8344	201	39	0.00	0.00	NUM
ap-8344	201	40	sector	sector	NOUN
ap-8344	201	41	5	5	NUM
ap-8344	201	42	40.40	40.40	NUM
ap-8344	201	43	1.67	1.67	NUM
ap-8344	201	44	31.23	31.23	NUM
ap-8344	201	45	1.00	1.00	NUM
ap-8344	201	46	1.50	1.50	NUM
ap-8344	201	47	5.00	5.00	NUM
ap-8344	201	48	0.00	0.00	NUM
ap-8344	201	49	sector	sector	NOUN
ap-8344	201	50	6	6	NUM
ap-8344	201	51	35.02	35.02	NUM
ap-8344	201	52	1.12	1.12	NUM
ap-8344	201	53	30.40	30.40	NUM
ap-8344	201	54	1.00	1.00	NUM
ap-8344	201	55	1.00	1.00	NUM
ap-8344	201	56	1.50	1.50	NUM
ap-8344	201	57	0.00	0.00	NUM
ap-8344	201	58	sector	sector	NOUN
ap-8344	201	59	7	7	NUM
ap-8344	201	60	38.53	38.53	NUM
ap-8344	201	61	1.08	1.08	NUM
ap-8344	201	62	31.45	31.45	NUM
ap-8344	201	63	1.00	1.00	NUM
ap-8344	201	64	1.00	1.00	NUM
ap-8344	201	65	4.00	4.00	NUM
ap-8344	201	66	0.00	0.00	NUM
ap-8344	201	67	sector	sector	NOUN
ap-8344	201	68	8	8	NUM
ap-8344	201	69	37.34	37.34	NUM
ap-8344	201	70	2.45	2.45	NUM
ap-8344	201	71	30.39	30.39	NUM
ap-8344	201	72	1.00	1.00	NUM
ap-8344	201	73	1.00	1.00	NUM
ap-8344	201	74	2.50	2.50	NUM
ap-8344	201	75	0.00	0.00	NUM
ap-8344	201	76	sector	sector	NOUN
ap-8344	201	77	9	9	NUM
ap-8344	201	78	32.10	32.10	NUM
ap-8344	201	79	1.15	1.15	NUM
ap-8344	201	80	25.45	25.45	NUM
ap-8344	201	81	1.00	1.00	NUM
ap-8344	201	82	1.50	1.50	NUM
ap-8344	201	83	3.00	3.00	NUM
ap-8344	201	84	0.00	0.00	NUM
ap-8344	201	85	sector	sector	NOUN
ap-8344	201	86	10	10	NUM
ap-8344	201	87	36.29	36.29	NUM
ap-8344	201	88	1.23	1.23	NUM
ap-8344	201	89	26.06	26.06	NUM
ap-8344	201	90	1.00	1.00	NUM
ap-8344	201	91	2.00	2.00	NUM
ap-8344	201	92	6.00	6.00	NUM
ap-8344	201	93	0.00	0.00	NUM
ap-8344	201	94	sector	sector	NOUN
ap-8344	201	95	11	11	NUM
ap-8344	201	96	56.71	56.71	NUM
ap-8344	201	97	1.45	1.45	NUM
ap-8344	201	98	44.26	44.26	NUM
ap-8344	201	99	1.00	1.00	NUM
ap-8344	201	100	2.00	2.00	NUM
ap-8344	201	101	8.00	8.00	NUM
ap-8344	201	102	0.00	0.00	NUM
ap-8344	201	103	sector	sector	NOUN
ap-8344	201	104	12	12	NUM
ap-8344	201	105	62.67	62.67	NUM
ap-8344	201	106	2.43	2.43	NUM
ap-8344	201	107	45.49	45.49	NUM
ap-8344	201	108	1.00	1.00	NUM
ap-8344	201	109	0.75	0.75	NUM
ap-8344	201	110	13.00	13.00	NUM
ap-8344	201	111	0.00	0.00	NUM
ap-8344	201	112	sector	sector	NOUN
ap-8344	201	113	13	13	NUM
ap-8344	201	114	68.49	68.49	NUM
ap-8344	201	115	3.65	3.65	NUM
ap-8344	201	116	45.34	45.34	NUM
ap-8344	201	117	1.00	1.00	NUM
ap-8344	201	118	0.50	0.50	NUM
ap-8344	201	119	18.00	18.00	NUM
ap-8344	201	120	0.00	0.00	NUM
ap-8344	201	121	sector	sector	NOUN
ap-8344	201	122	14	14	NUM
ap-8344	201	123	77.91	77.91	NUM
ap-8344	201	124	4.32	4.32	NUM
ap-8344	201	125	52.34	52.34	NUM
ap-8344	201	126	1.00	1.00	NUM
ap-8344	201	127	0.25	0.25	NUM
ap-8344	201	128	20.00	20.00	NUM
ap-8344	201	129	0.00	0.00	NUM
ap-8344	201	130	table	table	NOUN
ap-8344	201	131	2	2	NUM
ap-8344	201	132	.	.	PUNCT
ap-8344	201	133	priority	priority	NOUN
ap-8344	201	134	index	index	NOUN
ap-8344	201	135	over	over	ADP
ap-8344	201	136	the	the	DET
ap-8344	201	137	tunnel	tunnel	NOUN
ap-8344	201	138	sectors	sector	NOUN
ap-8344	201	139	.	.	PUNCT
ap-8344	202	1	119	119	NUM
ap-8344	202	2	f.	f.	PROPN
ap-8344	202	3	foria	foria	PROPN
ap-8344	202	4	,	,	PUNCT
ap-8344	202	5	m.	m.	NOUN
ap-8344	202	6	calicchio	calicchio	PROPN
ap-8344	202	7	,	,	PUNCT
ap-8344	202	8	l.	l.	PROPN
ap-8344	202	9	moretti	moretti	PROPN
ap-8344	202	10	,	,	PUNCT
ap-8344	202	11	g.	g.	PROPN
ap-8344	202	12	loprencipe	loprencipe	PROPN
ap-8344	202	13	acta	acta	PROPN
ap-8344	202	14	polytechnica	polytechnica	PROPN
ap-8344	202	15	and	and	CCONJ
ap-8344	202	16	14	14	NUM
ap-8344	202	17	)	)	PUNCT
ap-8344	202	18	and	and	CCONJ
ap-8344	202	19	hydrology	hydrology	NOUN
ap-8344	202	20	(	(	PUNCT
ap-8344	202	21	more	more	ADJ
ap-8344	202	22	than	than	ADP
ap-8344	202	23	15	15	NUM
ap-8344	202	24	%	%	NOUN
ap-8344	202	25	for	for	ADP
ap-8344	202	26	sectors	sector	NOUN
ap-8344	202	27	1	1	NUM
ap-8344	202	28	,	,	PUNCT
ap-8344	202	29	2	2	NUM
ap-8344	202	30	,	,	PUNCT
ap-8344	202	31	13	13	NUM
ap-8344	202	32	,	,	PUNCT
ap-8344	202	33	and	and	CCONJ
ap-8344	202	34	14	14	NUM
ap-8344	202	35	):	):	PUNCT
ap-8344	202	36	the	the	DET
ap-8344	202	37	priority	priority	NOUN
ap-8344	202	38	of	of	ADP
ap-8344	202	39	intervention	intervention	NOUN
ap-8344	202	40	is	be	AUX
ap-8344	202	41	barring	bar	VERB
ap-8344	202	42	hydraulic	hydraulic	ADJ
ap-8344	202	43	works	work	NOUN
ap-8344	202	44	and	and	CCONJ
ap-8344	202	45	they	they	PRON
ap-8344	202	46	will	will	AUX
ap-8344	202	47	mainly	mainly	ADV
ap-8344	202	48	concern	concern	VERB
ap-8344	202	49	water	water	NOUN
ap-8344	202	50	disposal	disposal	NOUN
ap-8344	202	51	.	.	PUNCT
ap-8344	203	1	however	however	ADV
ap-8344	203	2	,	,	PUNCT
ap-8344	203	3	deep	deep	ADJ
ap-8344	203	4	geology	geology	NOUN
ap-8344	203	5	does	do	AUX
ap-8344	203	6	not	not	PART
ap-8344	203	7	imply	imply	VERB
ap-8344	203	8	critical	critical	ADJ
ap-8344	203	9	conditions	condition	NOUN
ap-8344	203	10	for	for	ADP
ap-8344	203	11	the	the	DET
ap-8344	203	12	surveyed	survey	VERB
ap-8344	203	13	sectors	sector	NOUN
ap-8344	203	14	;	;	PUNCT
ap-8344	203	15	seism	seism	NOUN
ap-8344	203	16	(	(	PUNCT
ap-8344	203	17	i.e.	i.e.	X
ap-8344	203	18	,	,	PUNCT
ap-8344	203	19	a	a	DET
ap-8344	203	20	constant	constant	ADJ
ap-8344	203	21	value	value	NOUN
ap-8344	203	22	equal	equal	ADJ
ap-8344	203	23	to	to	ADP
ap-8344	203	24	1	1	NUM
ap-8344	203	25	%	%	NOUN
ap-8344	203	26	)	)	PUNCT
ap-8344	203	27	and	and	CCONJ
ap-8344	203	28	superficial	superficial	ADJ
ap-8344	203	29	geology	geology	NOUN
ap-8344	203	30	(	(	PUNCT
ap-8344	203	31	the	the	DET
ap-8344	203	32	highest	high	ADJ
ap-8344	203	33	value	value	NOUN
ap-8344	203	34	is	be	AUX
ap-8344	203	35	2	2	NUM
ap-8344	203	36	%	%	NOUN
ap-8344	203	37	for	for	ADP
ap-8344	203	38	sectors	sector	NOUN
ap-8344	203	39	4	4	NUM
ap-8344	203	40	,	,	PUNCT
ap-8344	203	41	10	10	NUM
ap-8344	203	42	,	,	PUNCT
ap-8344	203	43	and	and	CCONJ
ap-8344	203	44	11	11	NUM
ap-8344	203	45	)	)	PUNCT
ap-8344	203	46	do	do	AUX
ap-8344	203	47	not	not	PART
ap-8344	203	48	pose	pose	VERB
ap-8344	203	49	a	a	DET
ap-8344	203	50	threat	threat	NOUN
ap-8344	203	51	.	.	PUNCT
ap-8344	204	1	4	4	X
ap-8344	204	2	.	.	X
ap-8344	204	3	discussion	discussion	NOUN
ap-8344	204	4	the	the	DET
ap-8344	204	5	miret	miret	NOUN
ap-8344	204	6	framework	framework	NOUN
ap-8344	204	7	is	be	AUX
ap-8344	204	8	an	an	DET
ap-8344	204	9	organic	organic	ADJ
ap-8344	204	10	approach	approach	NOUN
ap-8344	204	11	for	for	ADP
ap-8344	204	12	the	the	DET
ap-8344	204	13	efficient	efficient	ADJ
ap-8344	204	14	and	and	CCONJ
ap-8344	204	15	effective	effective	ADJ
ap-8344	204	16	maintenance	maintenance	NOUN
ap-8344	204	17	of	of	ADP
ap-8344	204	18	tunnels	tunnel	NOUN
ap-8344	204	19	:	:	PUNCT
ap-8344	204	20	it	it	PRON
ap-8344	204	21	allows	allow	VERB
ap-8344	204	22	and	and	CCONJ
ap-8344	204	23	objective	objective	ADJ
ap-8344	204	24	and	and	CCONJ
ap-8344	204	25	dynamic	dynamic	ADJ
ap-8344	204	26	diagnostic	diagnostic	ADJ
ap-8344	204	27	,	,	PUNCT
ap-8344	204	28	maintenance	maintenance	NOUN
ap-8344	204	29	,	,	PUNCT
ap-8344	204	30	and	and	CCONJ
ap-8344	204	31	risk	risk	NOUN
ap-8344	204	32	assessment	assessment	NOUN
ap-8344	204	33	to	to	PART
ap-8344	204	34	manage	manage	VERB
ap-8344	204	35	existing	exist	VERB
ap-8344	204	36	tunnels	tunnel	NOUN
ap-8344	204	37	.	.	PUNCT
ap-8344	205	1	the	the	DET
ap-8344	205	2	analysis	analysis	NOUN
ap-8344	205	3	of	of	ADP
ap-8344	205	4	their	their	PRON
ap-8344	205	5	conditions	condition	NOUN
ap-8344	205	6	permits	permit	NOUN
ap-8344	205	7	to	to	PART
ap-8344	205	8	determine	determine	VERB
ap-8344	205	9	the	the	DET
ap-8344	205	10	maintenance	maintenance	NOUN
ap-8344	205	11	/	/	SYM
ap-8344	205	12	rehabilitation	rehabilitation	NOUN
ap-8344	205	13	procedures	procedure	NOUN
ap-8344	205	14	for	for	ADP
ap-8344	205	15	restoring	restore	VERB
ap-8344	205	16	the	the	DET
ap-8344	205	17	defects	defect	NOUN
ap-8344	205	18	identified	identify	VERB
ap-8344	205	19	by	by	ADP
ap-8344	205	20	the	the	DET
ap-8344	205	21	equipment	equipment	NOUN
ap-8344	205	22	archita	archita	NOUN
ap-8344	205	23	.	.	PUNCT
ap-8344	206	1	recent	recent	ADJ
ap-8344	206	2	technologies	technology	NOUN
ap-8344	206	3	allow	allow	VERB
ap-8344	206	4	the	the	DET
ap-8344	206	5	survey	survey	NOUN
ap-8344	206	6	and	and	CCONJ
ap-8344	206	7	inspection	inspection	NOUN
ap-8344	206	8	of	of	ADP
ap-8344	206	9	tunnels	tunnel	NOUN
ap-8344	206	10	and	and	CCONJ
ap-8344	206	11	underground	underground	ADJ
ap-8344	206	12	transport	transport	NOUN
ap-8344	206	13	infrastructure	infrastructure	NOUN
ap-8344	206	14	with	with	ADP
ap-8344	206	15	mobile	mobile	ADJ
ap-8344	206	16	mapping	mapping	NOUN
ap-8344	206	17	.	.	PUNCT
ap-8344	207	1	these	these	DET
ap-8344	207	2	systems	system	NOUN
ap-8344	207	3	can	can	AUX
ap-8344	207	4	run	run	VERB
ap-8344	207	5	at	at	ADP
ap-8344	207	6	different	different	ADJ
ap-8344	207	7	speeds	speed	NOUN
ap-8344	207	8	,	,	PUNCT
ap-8344	207	9	depending	depend	VERB
ap-8344	207	10	on	on	ADP
ap-8344	207	11	the	the	DET
ap-8344	207	12	final	final	ADJ
ap-8344	207	13	precision	precision	NOUN
ap-8344	207	14	and	and	CCONJ
ap-8344	207	15	accuracy	accuracy	NOUN
ap-8344	207	16	required	require	VERB
ap-8344	207	17	by	by	ADP
ap-8344	207	18	the	the	DET
ap-8344	207	19	activity	activity	NOUN
ap-8344	207	20	goal	goal	NOUN
ap-8344	207	21	of	of	ADP
ap-8344	207	22	minimising	minimise	VERB
ap-8344	207	23	interference	interference	NOUN
ap-8344	207	24	to	to	ADP
ap-8344	207	25	the	the	DET
ap-8344	207	26	traffic	traffic	NOUN
ap-8344	207	27	.	.	PUNCT
ap-8344	208	1	the	the	DET
ap-8344	208	2	proposed	propose	VERB
ap-8344	208	3	multi	multi	ADJ
ap-8344	208	4	-	-	ADJ
ap-8344	208	5	dimensional	dimensional	ADJ
ap-8344	208	6	mobile	mobile	ADJ
ap-8344	208	7	mapping	mapping	NOUN
ap-8344	208	8	system	system	NOUN
ap-8344	208	9	has	have	VERB
ap-8344	208	10	the	the	DET
ap-8344	208	11	advantage	advantage	NOUN
ap-8344	208	12	of	of	ADP
ap-8344	208	13	speed	speed	NOUN
ap-8344	208	14	,	,	PUNCT
ap-8344	208	15	efficiency	efficiency	NOUN
ap-8344	208	16	,	,	PUNCT
ap-8344	208	17	safety	safety	NOUN
ap-8344	208	18	,	,	PUNCT
ap-8344	208	19	and	and	CCONJ
ap-8344	208	20	reducing	reduce	VERB
ap-8344	208	21	the	the	DET
ap-8344	208	22	time	time	NOUN
ap-8344	208	23	of	of	ADP
ap-8344	208	24	work	work	NOUN
ap-8344	208	25	on	on	ADP
ap-8344	208	26	the	the	DET
ap-8344	208	27	line	line	NOUN
ap-8344	208	28	.	.	PUNCT
ap-8344	209	1	the	the	DET
ap-8344	209	2	archita	archita	NOUN
ap-8344	209	3	equipment	equipment	NOUN
ap-8344	209	4	(	(	PUNCT
ap-8344	209	5	e.g.	e.g.	ADV
ap-8344	209	6	thermal	thermal	ADJ
ap-8344	209	7	and	and	CCONJ
ap-8344	209	8	linear	linear	ADJ
ap-8344	209	9	cameras	camera	NOUN
ap-8344	209	10	,	,	PUNCT
ap-8344	209	11	laser	laser	NOUN
ap-8344	209	12	scanners	scanner	NOUN
ap-8344	209	13	)	)	PUNCT
ap-8344	209	14	gives	give	VERB
ap-8344	209	15	a	a	DET
ap-8344	209	16	large	large	ADJ
ap-8344	209	17	set	set	NOUN
ap-8344	209	18	of	of	ADP
ap-8344	209	19	outputs	output	NOUN
ap-8344	209	20	to	to	PART
ap-8344	209	21	be	be	AUX
ap-8344	209	22	integrated	integrate	VERB
ap-8344	209	23	and	and	CCONJ
ap-8344	209	24	managed	manage	VERB
ap-8344	209	25	.	.	PUNCT
ap-8344	210	1	the	the	DET
ap-8344	210	2	underground	underground	ADJ
ap-8344	210	3	environment	environment	NOUN
ap-8344	210	4	involves	involve	VERB
ap-8344	210	5	drawbacks	drawback	NOUN
ap-8344	210	6	of	of	ADP
ap-8344	210	7	gps	gps	NOUN
ap-8344	210	8	signal	signal	NOUN
ap-8344	210	9	loss	loss	NOUN
ap-8344	210	10	and	and	CCONJ
ap-8344	210	11	data	datum	NOUN
ap-8344	210	12	calibration	calibration	NOUN
ap-8344	210	13	.	.	PUNCT
ap-8344	211	1	hence	hence	ADV
ap-8344	211	2	,	,	PUNCT
ap-8344	211	3	alternative	alternative	ADJ
ap-8344	211	4	solutions	solution	NOUN
ap-8344	211	5	can	can	AUX
ap-8344	211	6	be	be	AUX
ap-8344	211	7	adopted	adopt	VERB
ap-8344	211	8	using	use	VERB
ap-8344	211	9	cheap	cheap	ADJ
ap-8344	211	10	and	and	CCONJ
ap-8344	211	11	available	available	ADJ
ap-8344	211	12	communication	communication	NOUN
ap-8344	211	13	system	system	NOUN
ap-8344	211	14	infrastructure	infrastructure	NOUN
ap-8344	211	15	:	:	PUNCT
ap-8344	211	16	wi	wi	PROPN
ap-8344	211	17	-	-	PUNCT
ap-8344	211	18	fi	fi	NOUN
ap-8344	211	19	fingerprinting	fingerprinting	NOUN
ap-8344	211	20	and	and	CCONJ
ap-8344	211	21	qr	qr	NOUN
ap-8344	211	22	calibration	calibration	NOUN
ap-8344	211	23	are	be	AUX
ap-8344	211	24	currently	currently	ADV
ap-8344	211	25	used	use	VERB
ap-8344	211	26	in	in	ADP
ap-8344	211	27	most	most	ADJ
ap-8344	211	28	buildings	building	NOUN
ap-8344	211	29	for	for	ADP
ap-8344	211	30	indoor	indoor	ADJ
ap-8344	211	31	positioning	positioning	NOUN
ap-8344	211	32	[	[	X
ap-8344	211	33	35	35	NUM
ap-8344	211	34	,	,	PUNCT
ap-8344	211	35	36	36	NUM
ap-8344	211	36	]	]	PUNCT
ap-8344	211	37	.	.	PUNCT
ap-8344	212	1	further	further	ADJ
ap-8344	212	2	analyses	analysis	NOUN
ap-8344	212	3	shall	shall	AUX
ap-8344	212	4	consider	consider	VERB
ap-8344	212	5	the	the	DET
ap-8344	212	6	influence	influence	NOUN
ap-8344	212	7	of	of	ADP
ap-8344	212	8	the	the	DET
ap-8344	212	9	placed	place	VERB
ap-8344	212	10	technology	technology	NOUN
ap-8344	212	11	,	,	PUNCT
ap-8344	212	12	cables	cable	NOUN
ap-8344	212	13	and	and	CCONJ
ap-8344	212	14	other	other	ADJ
ap-8344	212	15	systems	system	NOUN
ap-8344	212	16	on	on	ADP
ap-8344	212	17	the	the	DET
ap-8344	212	18	reliability	reliability	NOUN
ap-8344	212	19	of	of	ADP
ap-8344	212	20	diagnostics	diagnostic	NOUN
ap-8344	212	21	of	of	ADP
ap-8344	212	22	tunnel	tunnel	NOUN
ap-8344	212	23	lining	lining	NOUN
ap-8344	212	24	faults	fault	NOUN
ap-8344	212	25	.	.	PUNCT
ap-8344	213	1	this	this	DET
ap-8344	213	2	academic	academic	ADJ
ap-8344	213	3	paper	paper	NOUN
ap-8344	213	4	presents	present	VERB
ap-8344	213	5	the	the	DET
ap-8344	213	6	methodology	methodology	NOUN
ap-8344	213	7	to	to	PART
ap-8344	213	8	manage	manage	VERB
ap-8344	213	9	data	datum	NOUN
ap-8344	213	10	from	from	ADP
ap-8344	213	11	gnss+imu	gnss+imu	ADJ
ap-8344	213	12	sensors	sensor	NOUN
ap-8344	213	13	in	in	ADP
ap-8344	213	14	tunnels	tunnel	NOUN
ap-8344	213	15	and	and	CCONJ
ap-8344	213	16	to	to	PART
ap-8344	213	17	map	map	VERB
ap-8344	213	18	defects	defect	NOUN
ap-8344	213	19	from	from	ADP
ap-8344	213	20	high	high	ADJ
ap-8344	213	21	-	-	PUNCT
ap-8344	213	22	resolution	resolution	NOUN
ap-8344	213	23	photos	photo	NOUN
ap-8344	213	24	with	with	ADP
ap-8344	213	25	manual	manual	ADJ
ap-8344	213	26	and	and	CCONJ
ap-8344	213	27	automatic	automatic	ADJ
ap-8344	213	28	procedures	procedure	NOUN
ap-8344	213	29	.	.	PUNCT
ap-8344	214	1	the	the	DET
ap-8344	214	2	proposed	propose	VERB
ap-8344	214	3	approach	approach	NOUN
ap-8344	214	4	stemmed	stem	VERB
ap-8344	214	5	from	from	ADP
ap-8344	214	6	a	a	DET
ap-8344	214	7	study	study	NOUN
ap-8344	214	8	and	and	CCONJ
ap-8344	214	9	has	have	AUX
ap-8344	214	10	been	be	AUX
ap-8344	214	11	implemented	implement	VERB
ap-8344	214	12	in	in	ADP
ap-8344	214	13	two	two	NUM
ap-8344	214	14	existing	exist	VERB
ap-8344	214	15	metro	metro	NOUN
ap-8344	214	16	tunnels	tunnel	NOUN
ap-8344	214	17	.	.	PUNCT
ap-8344	215	1	on	on	ADP
ap-8344	215	2	the	the	DET
ap-8344	215	3	whole	whole	NOUN
ap-8344	215	4	,	,	PUNCT
ap-8344	215	5	more	more	ADJ
ap-8344	215	6	than	than	ADP
ap-8344	215	7	40	40	NUM
ap-8344	215	8	km	km	NOUN
ap-8344	215	9	-	-	PUNCT
ap-8344	215	10	long	long	ADJ
ap-8344	215	11	railway	railway	NOUN
ap-8344	215	12	lines	line	NOUN
ap-8344	215	13	have	have	AUX
ap-8344	215	14	been	be	AUX
ap-8344	215	15	monitored	monitor	VERB
ap-8344	215	16	to	to	PART
ap-8344	215	17	schedule	schedule	VERB
ap-8344	215	18	their	their	PRON
ap-8344	215	19	maintenance	maintenance	NOUN
ap-8344	215	20	.	.	PUNCT
ap-8344	216	1	the	the	DET
ap-8344	216	2	presented	present	VERB
ap-8344	216	3	methodology	methodology	NOUN
ap-8344	216	4	is	be	AUX
ap-8344	216	5	versatile	versatile	ADJ
ap-8344	216	6	and	and	CCONJ
ap-8344	216	7	can	can	AUX
ap-8344	216	8	be	be	AUX
ap-8344	216	9	implemented	implement	VERB
ap-8344	216	10	to	to	PART
ap-8344	216	11	study	study	VERB
ap-8344	216	12	different	different	ADJ
ap-8344	216	13	tunnels	tunnel	NOUN
ap-8344	216	14	,	,	PUNCT
ap-8344	216	15	both	both	CCONJ
ap-8344	216	16	railway	railway	NOUN
ap-8344	216	17	and	and	CCONJ
ap-8344	216	18	road	road	NOUN
ap-8344	216	19	ones	one	NOUN
ap-8344	216	20	.	.	PUNCT
ap-8344	217	1	in	in	ADP
ap-8344	217	2	particular	particular	ADJ
ap-8344	217	3	,	,	PUNCT
ap-8344	217	4	it	it	PRON
ap-8344	217	5	could	could	AUX
ap-8344	217	6	help	help	VERB
ap-8344	217	7	to	to	PART
ap-8344	217	8	carry	carry	VERB
ap-8344	217	9	out	out	ADP
ap-8344	217	10	digitisation	digitisation	NOUN
ap-8344	217	11	,	,	PUNCT
ap-8344	217	12	inspection	inspection	NOUN
ap-8344	217	13	,	,	PUNCT
ap-8344	217	14	and	and	CCONJ
ap-8344	217	15	diagnostics	diagnostic	NOUN
ap-8344	217	16	of	of	ADP
ap-8344	217	17	underground	underground	ADJ
ap-8344	217	18	transport	transport	NOUN
ap-8344	217	19	systems	system	NOUN
ap-8344	217	20	to	to	PART
ap-8344	217	21	obtain	obtain	VERB
ap-8344	217	22	a	a	DET
ap-8344	217	23	digital	digital	ADJ
ap-8344	217	24	model	model	NOUN
ap-8344	217	25	of	of	ADP
ap-8344	217	26	the	the	DET
ap-8344	217	27	work	work	NOUN
ap-8344	217	28	.	.	PUNCT
ap-8344	218	1	the	the	DET
ap-8344	218	2	results	result	NOUN
ap-8344	218	3	contribute	contribute	VERB
ap-8344	218	4	to	to	ADP
ap-8344	218	5	the	the	DET
ap-8344	218	6	integrated	integrate	VERB
ap-8344	218	7	platform	platform	NOUN
ap-8344	218	8	to	to	PART
ap-8344	218	9	manage	manage	VERB
ap-8344	218	10	and	and	CCONJ
ap-8344	218	11	identify	identify	VERB
ap-8344	218	12	critical	critical	ADJ
ap-8344	218	13	conditions	condition	NOUN
ap-8344	218	14	in	in	ADP
ap-8344	218	15	existing	exist	VERB
ap-8344	218	16	tunnels	tunnel	NOUN
ap-8344	218	17	.	.	PUNCT
ap-8344	219	1	the	the	DET
ap-8344	219	2	reality	reality	NOUN
ap-8344	219	3	-	-	PUNCT
ap-8344	219	4	based	base	VERB
ap-8344	219	5	information	information	NOUN
ap-8344	219	6	contributes	contribute	VERB
ap-8344	219	7	by	by	ADP
ap-8344	219	8	obtaining	obtain	VERB
ap-8344	219	9	the	the	DET
ap-8344	219	10	as	as	ADV
ap-8344	219	11	-	-	PUNCT
ap-8344	219	12	built	build	VERB
ap-8344	219	13	model	model	NOUN
ap-8344	219	14	of	of	ADP
ap-8344	219	15	the	the	DET
ap-8344	219	16	tunnel	tunnel	NOUN
ap-8344	219	17	to	to	PART
ap-8344	219	18	be	be	AUX
ap-8344	219	19	used	use	VERB
ap-8344	219	20	by	by	ADP
ap-8344	219	21	the	the	DET
ap-8344	219	22	infrastructure	infrastructure	NOUN
ap-8344	219	23	manager	manager	NOUN
ap-8344	219	24	during	during	ADP
ap-8344	219	25	the	the	DET
ap-8344	219	26	facility	facility	NOUN
ap-8344	219	27	service	service	NOUN
ap-8344	219	28	life	life	NOUN
ap-8344	219	29	.	.	PUNCT
ap-8344	220	1	indeed	indeed	ADV
ap-8344	220	2	,	,	PUNCT
ap-8344	220	3	the	the	DET
ap-8344	220	4	digital	digital	ADJ
ap-8344	220	5	twin	twin	NOUN
ap-8344	220	6	and	and	CCONJ
ap-8344	220	7	its	its	PRON
ap-8344	220	8	detected	detect	VERB
ap-8344	220	9	defects	defect	NOUN
ap-8344	220	10	form	form	VERB
ap-8344	220	11	a	a	DET
ap-8344	220	12	common	common	ADJ
ap-8344	220	13	data	datum	NOUN
ap-8344	220	14	environment	environment	NOUN
ap-8344	220	15	:	:	PUNCT
ap-8344	220	16	the	the	DET
ap-8344	220	17	integration	integration	NOUN
ap-8344	220	18	of	of	ADP
ap-8344	220	19	the	the	DET
ap-8344	220	20	entire	entire	ADJ
ap-8344	220	21	process	process	NOUN
ap-8344	220	22	in	in	ADP
ap-8344	220	23	the	the	DET
ap-8344	220	24	bim	bim	NOUN
ap-8344	220	25	environment	environment	NOUN
ap-8344	220	26	contributes	contribute	VERB
ap-8344	220	27	to	to	ADP
ap-8344	220	28	optimising	optimise	VERB
ap-8344	220	29	the	the	DET
ap-8344	220	30	management	management	NOUN
ap-8344	220	31	process	process	NOUN
ap-8344	220	32	[	[	X
ap-8344	220	33	37	37	NUM
ap-8344	220	34	]	]	PUNCT
ap-8344	220	35	.	.	PUNCT
ap-8344	221	1	the	the	DET
ap-8344	221	2	potential	potential	NOUN
ap-8344	221	3	of	of	ADP
ap-8344	221	4	bim	bim	NOUN
ap-8344	221	5	allows	allow	VERB
ap-8344	221	6	different	different	ADJ
ap-8344	221	7	stakeholders	stakeholder	NOUN
ap-8344	221	8	to	to	PART
ap-8344	221	9	monitor	monitor	VERB
ap-8344	221	10	the	the	DET
ap-8344	221	11	infrastructure	infrastructure	NOUN
ap-8344	221	12	conditions	condition	NOUN
ap-8344	221	13	and	and	CCONJ
ap-8344	221	14	schedule	schedule	NOUN
ap-8344	221	15	maintenance	maintenance	NOUN
ap-8344	221	16	works	work	NOUN
ap-8344	221	17	,	,	PUNCT
ap-8344	221	18	optimising	optimise	VERB
ap-8344	221	19	resources	resource	NOUN
ap-8344	221	20	,	,	PUNCT
ap-8344	221	21	and	and	CCONJ
ap-8344	221	22	minimise	minimise	NOUN
ap-8344	221	23	burdens	burden	NOUN
ap-8344	221	24	[	[	X
ap-8344	221	25	38	38	NUM
ap-8344	221	26	]	]	PUNCT
ap-8344	221	27	.	.	PUNCT
ap-8344	222	1	the	the	DET
ap-8344	222	2	virtual	virtual	ADJ
ap-8344	222	3	reality	reality	NOUN
ap-8344	222	4	inspection	inspection	NOUN
ap-8344	222	5	aims	aim	VERB
ap-8344	222	6	to	to	PART
ap-8344	222	7	verify	verify	VERB
ap-8344	222	8	the	the	DET
ap-8344	222	9	current	current	ADJ
ap-8344	222	10	state	state	NOUN
ap-8344	222	11	of	of	ADP
ap-8344	222	12	the	the	DET
ap-8344	222	13	tunnel	tunnel	NOUN
ap-8344	222	14	and	and	CCONJ
ap-8344	222	15	gives	give	VERB
ap-8344	222	16	objective	objective	ADJ
ap-8344	222	17	geometric	geometric	ADJ
ap-8344	222	18	data	datum	NOUN
ap-8344	222	19	and	and	CCONJ
ap-8344	222	20	visual	visual	ADJ
ap-8344	222	21	information	information	NOUN
ap-8344	222	22	to	to	ADP
ap-8344	222	23	all	all	DET
ap-8344	222	24	parties	party	NOUN
ap-8344	222	25	.	.	PUNCT
ap-8344	223	1	indeed	indeed	ADV
ap-8344	223	2	,	,	PUNCT
ap-8344	223	3	monitoring	monitoring	NOUN
ap-8344	223	4	allows	allow	VERB
ap-8344	223	5	a	a	DET
ap-8344	223	6	dynamic	dynamic	ADJ
ap-8344	223	7	database	database	NOUN
ap-8344	223	8	and	and	CCONJ
ap-8344	223	9	assessment	assessment	NOUN
ap-8344	223	10	of	of	ADP
ap-8344	223	11	the	the	DET
ap-8344	223	12	structures	structure	NOUN
ap-8344	223	13	to	to	PART
ap-8344	223	14	identify	identify	VERB
ap-8344	223	15	the	the	DET
ap-8344	223	16	best	good	ADJ
ap-8344	223	17	option	option	NOUN
ap-8344	223	18	from	from	ADP
ap-8344	223	19	different	different	ADJ
ap-8344	223	20	perspectives	perspective	NOUN
ap-8344	223	21	.	.	PUNCT
ap-8344	224	1	moreover	moreover	ADV
ap-8344	224	2	,	,	PUNCT
ap-8344	224	3	the	the	DET
ap-8344	224	4	results	result	NOUN
ap-8344	224	5	from	from	ADP
ap-8344	224	6	the	the	DET
ap-8344	224	7	proposed	propose	VERB
ap-8344	224	8	framework	framework	NOUN
ap-8344	224	9	can	can	AUX
ap-8344	224	10	be	be	AUX
ap-8344	224	11	supplemented	supplement	VERB
ap-8344	224	12	with	with	ADP
ap-8344	224	13	the	the	DET
ap-8344	224	14	monitoring	monitoring	NOUN
ap-8344	224	15	of	of	ADP
ap-8344	224	16	technological	technological	ADJ
ap-8344	224	17	equipment	equipment	NOUN
ap-8344	224	18	to	to	PART
ap-8344	224	19	ensure	ensure	VERB
ap-8344	224	20	regular	regular	ADJ
ap-8344	224	21	tunnel	tunnel	NOUN
ap-8344	224	22	operation	operation	NOUN
ap-8344	224	23	.	.	PUNCT
ap-8344	225	1	indeed	indeed	ADV
ap-8344	225	2	,	,	PUNCT
ap-8344	225	3	operational	operational	ADJ
ap-8344	225	4	,	,	PUNCT
ap-8344	225	5	economic	economic	ADJ
ap-8344	225	6	,	,	PUNCT
ap-8344	225	7	and	and	CCONJ
ap-8344	225	8	environmental	environmental	ADJ
ap-8344	225	9	outputs	output	NOUN
ap-8344	225	10	highlight	highlight	VERB
ap-8344	225	11	the	the	DET
ap-8344	225	12	need	need	NOUN
ap-8344	225	13	for	for	ADP
ap-8344	225	14	a	a	DET
ap-8344	225	15	multidisciplinary	multidisciplinary	ADJ
ap-8344	225	16	study	study	NOUN
ap-8344	225	17	,	,	PUNCT
ap-8344	225	18	to	to	PART
ap-8344	225	19	balance	balance	VERB
ap-8344	225	20	the	the	DET
ap-8344	225	21	often	often	ADV
ap-8344	225	22	-	-	PUNCT
ap-8344	225	23	conflicting	conflict	VERB
ap-8344	225	24	objectives	objective	NOUN
ap-8344	225	25	of	of	ADP
ap-8344	225	26	tunnel	tunnel	NOUN
ap-8344	225	27	managers	manager	NOUN
ap-8344	225	28	,	,	PUNCT
ap-8344	225	29	passengers	passenger	NOUN
ap-8344	225	30	,	,	PUNCT
ap-8344	225	31	and	and	CCONJ
ap-8344	225	32	citizens	citizen	NOUN
ap-8344	225	33	.	.	PUNCT
ap-8344	226	1	5	5	X
ap-8344	226	2	.	.	X
ap-8344	226	3	conclusion	conclusion	NOUN
ap-8344	226	4	transport	transport	NOUN
ap-8344	226	5	infrastructures	infrastructure	NOUN
ap-8344	226	6	are	be	AUX
ap-8344	226	7	large	large	ADJ
ap-8344	226	8	-	-	PUNCT
ap-8344	226	9	scale	scale	NOUN
ap-8344	226	10	works	work	NOUN
ap-8344	226	11	that	that	PRON
ap-8344	226	12	require	require	VERB
ap-8344	226	13	large	large	ADJ
ap-8344	226	14	investments	investment	NOUN
ap-8344	226	15	and	and	CCONJ
ap-8344	226	16	complex	complex	ADJ
ap-8344	226	17	relationships	relationship	NOUN
ap-8344	226	18	between	between	ADP
ap-8344	226	19	stakeholders	stakeholder	NOUN
ap-8344	226	20	.	.	PUNCT
ap-8344	227	1	for	for	ADP
ap-8344	227	2	this	this	DET
ap-8344	227	3	reason	reason	NOUN
ap-8344	227	4	,	,	PUNCT
ap-8344	227	5	it	it	PRON
ap-8344	227	6	is	be	AUX
ap-8344	227	7	necessary	necessary	ADJ
ap-8344	227	8	to	to	PART
ap-8344	227	9	manage	manage	VERB
ap-8344	227	10	them	they	PRON
ap-8344	227	11	with	with	ADP
ap-8344	227	12	a	a	DET
ap-8344	227	13	multidisciplinary	multidisciplinary	ADJ
ap-8344	227	14	approach	approach	NOUN
ap-8344	227	15	.	.	PUNCT
ap-8344	228	1	multidimensional	multidimensional	ADJ
ap-8344	228	2	information	information	NOUN
ap-8344	228	3	should	should	AUX
ap-8344	228	4	be	be	AUX
ap-8344	228	5	considered	consider	VERB
ap-8344	228	6	to	to	PART
ap-8344	228	7	manage	manage	VERB
ap-8344	228	8	a	a	DET
ap-8344	228	9	facility	facility	NOUN
ap-8344	228	10	during	during	ADP
ap-8344	228	11	its	its	PRON
ap-8344	228	12	service	service	NOUN
ap-8344	228	13	life	life	NOUN
ap-8344	228	14	to	to	PART
ap-8344	228	15	optimise	optimise	VERB
ap-8344	228	16	geometric	geometric	ADJ
ap-8344	228	17	,	,	PUNCT
ap-8344	228	18	operational	operational	ADJ
ap-8344	228	19	,	,	PUNCT
ap-8344	228	20	environmental	environmental	ADJ
ap-8344	228	21	,	,	PUNCT
ap-8344	228	22	and	and	CCONJ
ap-8344	228	23	economic	economic	ADJ
ap-8344	228	24	variables	variable	NOUN
ap-8344	228	25	that	that	PRON
ap-8344	228	26	affect	affect	VERB
ap-8344	228	27	the	the	DET
ap-8344	228	28	scenario	scenario	NOUN
ap-8344	228	29	.	.	PUNCT
ap-8344	229	1	underground	underground	ADJ
ap-8344	229	2	infrastructures	infrastructure	NOUN
ap-8344	229	3	are	be	AUX
ap-8344	229	4	a	a	DET
ap-8344	229	5	major	major	ADJ
ap-8344	229	6	transport	transport	NOUN
ap-8344	229	7	system	system	NOUN
ap-8344	229	8	that	that	PRON
ap-8344	229	9	ensures	ensure	VERB
ap-8344	229	10	public	public	ADJ
ap-8344	229	11	transport	transport	NOUN
ap-8344	229	12	sustainability	sustainability	NOUN
ap-8344	229	13	while	while	SCONJ
ap-8344	229	14	balancing	balance	VERB
ap-8344	229	15	the	the	DET
ap-8344	229	16	often	often	ADV
ap-8344	229	17	-	-	PUNCT
ap-8344	229	18	conflicting	conflict	VERB
ap-8344	229	19	objectives	objective	NOUN
ap-8344	229	20	of	of	ADP
ap-8344	229	21	their	their	PRON
ap-8344	229	22	stakeholders	stakeholder	NOUN
ap-8344	229	23	.	.	PUNCT
ap-8344	230	1	in	in	ADP
ap-8344	230	2	general	general	ADJ
ap-8344	230	3	,	,	PUNCT
ap-8344	230	4	today	today	NOUN
ap-8344	230	5	,	,	PUNCT
ap-8344	230	6	all	all	DET
ap-8344	230	7	information	information	NOUN
ap-8344	230	8	regarding	regard	VERB
ap-8344	230	9	existing	exist	VERB
ap-8344	230	10	infrastructures	infrastructure	NOUN
ap-8344	230	11	is	be	AUX
ap-8344	230	12	often	often	ADV
ap-8344	230	13	fragmented	fragmented	ADJ
ap-8344	230	14	and	and	CCONJ
ap-8344	230	15	incongruent	incongruent	ADJ
ap-8344	230	16	due	due	ADP
ap-8344	230	17	to	to	ADP
ap-8344	230	18	traditional	traditional	ADJ
ap-8344	230	19	methods	method	NOUN
ap-8344	230	20	of	of	ADP
ap-8344	230	21	data	datum	NOUN
ap-8344	230	22	collection	collection	NOUN
ap-8344	230	23	and	and	CCONJ
ap-8344	230	24	management	management	NOUN
ap-8344	230	25	.	.	PUNCT
ap-8344	231	1	for	for	ADP
ap-8344	231	2	this	this	DET
ap-8344	231	3	purpose	purpose	NOUN
ap-8344	231	4	,	,	PUNCT
ap-8344	231	5	the	the	DET
ap-8344	231	6	presented	present	VERB
ap-8344	231	7	process	process	NOUN
ap-8344	231	8	archita	archita	NOUN
ap-8344	231	9	shall	shall	AUX
ap-8344	231	10	be	be	AUX
ap-8344	231	11	integrated	integrate	VERB
ap-8344	231	12	into	into	ADP
ap-8344	231	13	the	the	DET
ap-8344	231	14	management	management	NOUN
ap-8344	231	15	and	and	CCONJ
ap-8344	231	16	identification	identification	NOUN
ap-8344	231	17	of	of	ADP
ap-8344	231	18	the	the	DET
ap-8344	231	19	risk	risk	NOUN
ap-8344	231	20	for	for	ADP
ap-8344	231	21	existing	exist	VERB
ap-8344	231	22	tunnels	tunnel	NOUN
ap-8344	231	23	(	(	PUNCT
ap-8344	231	24	miret	miret	NOUN
ap-8344	231	25	)	)	PUNCT
ap-8344	231	26	platform	platform	NOUN
ap-8344	231	27	to	to	PART
ap-8344	231	28	process	process	VERB
ap-8344	231	29	survey	survey	NOUN
ap-8344	231	30	-	-	PUNCT
ap-8344	231	31	inspection	inspection	NOUN
ap-8344	231	32	data	datum	NOUN
ap-8344	231	33	.	.	PUNCT
ap-8344	232	1	archita	archita	PROPN
ap-8344	232	2	permits	permit	VERB
ap-8344	232	3	to	to	PART
ap-8344	232	4	collect	collect	VERB
ap-8344	232	5	geometrical	geometrical	ADJ
ap-8344	232	6	and	and	CCONJ
ap-8344	232	7	functional	functional	ADJ
ap-8344	232	8	data	datum	NOUN
ap-8344	232	9	using	use	VERB
ap-8344	232	10	a	a	DET
ap-8344	232	11	laser	laser	NOUN
ap-8344	232	12	scanner	scanner	NOUN
ap-8344	232	13	and	and	CCONJ
ap-8344	232	14	linear	linear	ADJ
ap-8344	232	15	and	and	CCONJ
ap-8344	232	16	thermal	thermal	ADJ
ap-8344	232	17	cameras	camera	NOUN
ap-8344	232	18	during	during	ADP
ap-8344	232	19	the	the	DET
ap-8344	232	20	automatic	automatic	ADJ
ap-8344	232	21	survey	survey	NOUN
ap-8344	232	22	and	and	CCONJ
ap-8344	232	23	inspection	inspection	NOUN
ap-8344	232	24	activities	activity	NOUN
ap-8344	232	25	.	.	PUNCT
ap-8344	233	1	in	in	ADP
ap-8344	233	2	the	the	DET
ap-8344	233	3	miret	miret	NOUN
ap-8344	233	4	approach	approach	NOUN
ap-8344	233	5	,	,	PUNCT
ap-8344	233	6	the	the	DET
ap-8344	233	7	archita	archita	NOUN
ap-8344	233	8	phases	phase	NOUN
ap-8344	233	9	can	can	AUX
ap-8344	233	10	be	be	AUX
ap-8344	233	11	repeated	repeat	VERB
ap-8344	233	12	to	to	PART
ap-8344	233	13	update	update	VERB
ap-8344	233	14	data	datum	NOUN
ap-8344	233	15	through	through	ADP
ap-8344	233	16	different	different	ADJ
ap-8344	233	17	time	time	NOUN
ap-8344	233	18	steps	step	NOUN
ap-8344	233	19	.	.	PUNCT
ap-8344	234	1	the	the	DET
ap-8344	234	2	multi	multi	ADJ
ap-8344	234	3	-	-	ADJ
ap-8344	234	4	dimensional	dimensional	ADJ
ap-8344	234	5	mobile	mobile	ADJ
ap-8344	234	6	mapping	mapping	NOUN
ap-8344	234	7	systems	system	NOUN
ap-8344	234	8	permit	permit	VERB
ap-8344	234	9	to	to	PART
ap-8344	234	10	collect	collect	VERB
ap-8344	234	11	information	information	NOUN
ap-8344	234	12	with	with	ADP
ap-8344	234	13	non	non	ADJ
ap-8344	234	14	-	-	ADJ
ap-8344	234	15	destructive	destructive	ADJ
ap-8344	234	16	tests	test	NOUN
ap-8344	234	17	,	,	PUNCT
ap-8344	234	18	preserving	preserve	VERB
ap-8344	234	19	the	the	DET
ap-8344	234	20	integrity	integrity	NOUN
ap-8344	234	21	of	of	ADP
ap-8344	234	22	the	the	DET
ap-8344	234	23	tunnel	tunnel	NOUN
ap-8344	234	24	structures	structure	NOUN
ap-8344	234	25	.	.	PUNCT
ap-8344	235	1	the	the	DET
ap-8344	235	2	results	result	NOUN
ap-8344	235	3	give	give	VERB
ap-8344	235	4	a	a	DET
ap-8344	235	5	solid	solid	ADJ
ap-8344	235	6	base	base	NOUN
ap-8344	235	7	for	for	ADP
ap-8344	235	8	preliminary	preliminary	ADJ
ap-8344	235	9	technical	technical	ADJ
ap-8344	235	10	assessments	assessment	NOUN
ap-8344	235	11	in	in	ADP
ap-8344	235	12	the	the	DET
ap-8344	235	13	management	management	NOUN
ap-8344	235	14	of	of	ADP
ap-8344	235	15	the	the	DET
ap-8344	235	16	tunnel	tunnel	NOUN
ap-8344	235	17	structures	structure	NOUN
ap-8344	235	18	and	and	CCONJ
ap-8344	235	19	the	the	DET
ap-8344	235	20	whole	whole	ADJ
ap-8344	235	21	infrastructure	infrastructure	NOUN
ap-8344	235	22	.	.	PUNCT
ap-8344	236	1	monitoring	monitoring	NOUN
ap-8344	236	2	allows	allow	VERB
ap-8344	236	3	a	a	DET
ap-8344	236	4	dynamic	dynamic	ADJ
ap-8344	236	5	database	database	NOUN
ap-8344	236	6	and	and	CCONJ
ap-8344	236	7	assessment	assessment	NOUN
ap-8344	236	8	of	of	ADP
ap-8344	236	9	the	the	DET
ap-8344	236	10	structures	structure	NOUN
ap-8344	236	11	to	to	PART
ap-8344	236	12	identify	identify	VERB
ap-8344	236	13	the	the	DET
ap-8344	236	14	best	good	ADJ
ap-8344	236	15	option	option	NOUN
ap-8344	236	16	from	from	ADP
ap-8344	236	17	different	different	ADJ
ap-8344	236	18	perspectives	perspective	NOUN
ap-8344	236	19	.	.	PUNCT
ap-8344	237	1	the	the	DET
ap-8344	237	2	results	result	NOUN
ap-8344	237	3	allow	allow	VERB
ap-8344	237	4	a	a	DET
ap-8344	237	5	more	more	ADV
ap-8344	237	6	objective	objective	ADJ
ap-8344	237	7	and	and	CCONJ
ap-8344	237	8	dynamic	dynamic	ADJ
ap-8344	237	9	diagnostic	diagnostic	ADJ
ap-8344	237	10	,	,	PUNCT
ap-8344	237	11	maintenance	maintenance	NOUN
ap-8344	237	12	,	,	PUNCT
ap-8344	237	13	and	and	CCONJ
ap-8344	237	14	risk	risk	NOUN
ap-8344	237	15	assessment	assessment	NOUN
ap-8344	237	16	to	to	PART
ap-8344	237	17	manage	manage	VERB
ap-8344	237	18	existing	exist	VERB
ap-8344	237	19	tunnels	tunnel	NOUN
ap-8344	237	20	.	.	PUNCT
ap-8344	238	1	moreover	moreover	ADV
ap-8344	238	2	,	,	PUNCT
ap-8344	238	3	these	these	DET
ap-8344	238	4	analyses	analysis	NOUN
ap-8344	238	5	are	be	AUX
ap-8344	238	6	a	a	DET
ap-8344	238	7	direct	direct	ADJ
ap-8344	238	8	input	input	NOUN
ap-8344	238	9	for	for	ADP
ap-8344	238	10	a	a	DET
ap-8344	238	11	later	later	ADJ
ap-8344	238	12	stage	stage	NOUN
ap-8344	238	13	of	of	ADP
ap-8344	238	14	planning	planning	NOUN
ap-8344	238	15	,	,	PUNCT
ap-8344	238	16	design	design	NOUN
ap-8344	238	17	,	,	PUNCT
ap-8344	238	18	and	and	CCONJ
ap-8344	238	19	construction	construction	NOUN
ap-8344	238	20	.	.	PUNCT
ap-8344	239	1	within	within	ADP
ap-8344	239	2	the	the	DET
ap-8344	239	3	miret	miret	NOUN
ap-8344	239	4	framework	framework	NOUN
ap-8344	239	5	,	,	PUNCT
ap-8344	239	6	the	the	DET
ap-8344	239	7	authors	author	NOUN
ap-8344	239	8	are	be	AUX
ap-8344	239	9	investing	invest	VERB
ap-8344	239	10	in	in	ADP
ap-8344	239	11	the	the	DET
ap-8344	239	12	development	development	NOUN
ap-8344	239	13	of	of	ADP
ap-8344	239	14	ai	ai	VERB
ap-8344	239	15	to	to	PART
ap-8344	239	16	manage	manage	VERB
ap-8344	239	17	multiscale	multiscale	ADJ
ap-8344	239	18	resolution	resolution	NOUN
ap-8344	239	19	,	,	PUNCT
ap-8344	239	20	extraction	extraction	NOUN
ap-8344	239	21	,	,	PUNCT
ap-8344	239	22	aggregation	aggregation	NOUN
ap-8344	239	23	,	,	PUNCT
ap-8344	239	24	and	and	CCONJ
ap-8344	239	25	reconstruction	reconstruction	NOUN
ap-8344	239	26	of	of	ADP
ap-8344	239	27	surface	surface	NOUN
ap-8344	239	28	damages	damage	NOUN
ap-8344	239	29	on	on	ADP
ap-8344	239	30	the	the	DET
ap-8344	239	31	tunnel	tunnel	NOUN
ap-8344	239	32	concrete	concrete	ADJ
ap-8344	239	33	lining	lining	NOUN
ap-8344	239	34	.	.	PUNCT
ap-8344	240	1	the	the	DET
ap-8344	240	2	results	result	NOUN
ap-8344	240	3	contribute	contribute	VERB
ap-8344	240	4	to	to	ADP
ap-8344	240	5	managing	manage	VERB
ap-8344	240	6	and	and	CCONJ
ap-8344	240	7	identifying	identify	VERB
ap-8344	240	8	critical	critical	ADJ
ap-8344	240	9	conditions	condition	NOUN
ap-8344	240	10	,	,	PUNCT
ap-8344	240	11	and	and	CCONJ
ap-8344	240	12	scheduling	scheduling	NOUN
ap-8344	240	13	maintenance	maintenance	NOUN
ap-8344	240	14	120	120	NUM
ap-8344	240	15	vol	vol	NOUN
ap-8344	240	16	.	.	PUNCT
ap-8344	241	1	63	63	NUM
ap-8344	242	1	no	no	NOUN
ap-8344	242	2	.	.	PUNCT
ap-8344	243	1	2/2023	2/2023	NUM
ap-8344	243	2	multidimensional	multidimensional	ADJ
ap-8344	243	3	mobile	mobile	ADJ
ap-8344	243	4	mapping	mapping	NOUN
ap-8344	243	5	and	and	CCONJ
ap-8344	243	6	integrated	integrate	VERB
ap-8344	243	7	approach	approach	NOUN
ap-8344	243	8	work	work	NOUN
ap-8344	243	9	based	base	VERB
ap-8344	243	10	on	on	ADP
ap-8344	243	11	objective	objective	ADJ
ap-8344	243	12	indices	index	NOUN
ap-8344	243	13	in	in	ADP
ap-8344	243	14	existing	exist	VERB
ap-8344	243	15	tunnels	tunnel	NOUN
ap-8344	243	16	.	.	PUNCT
ap-8344	244	1	further	further	ADJ
ap-8344	244	2	research	research	NOUN
ap-8344	244	3	should	should	AUX
ap-8344	244	4	focus	focus	VERB
ap-8344	244	5	on	on	ADP
ap-8344	244	6	the	the	DET
ap-8344	244	7	integration	integration	NOUN
ap-8344	244	8	and	and	CCONJ
ap-8344	244	9	recognition	recognition	NOUN
ap-8344	244	10	of	of	ADP
ap-8344	244	11	defects	defect	NOUN
ap-8344	244	12	and	and	CCONJ
ap-8344	244	13	objects	object	NOUN
ap-8344	244	14	using	use	VERB
ap-8344	244	15	an	an	DET
ap-8344	244	16	artificial	artificial	ADJ
ap-8344	244	17	intelligence	intelligence	NOUN
ap-8344	244	18	.	.	PUNCT
ap-8344	245	1	references	reference	NOUN
ap-8344	245	2	[	[	X
ap-8344	245	3	1	1	X
ap-8344	245	4	]	]	PUNCT
ap-8344	245	5	j.	j.	PROPN
ap-8344	245	6	rodrigue	rodrigue	PROPN
ap-8344	245	7	,	,	PUNCT
ap-8344	245	8	c.	c.	PROPN
ap-8344	245	9	comtois	comtois	PROPN
ap-8344	245	10	,	,	PUNCT
ap-8344	245	11	b.	b.	PROPN
ap-8344	245	12	slack	slack	PROPN
ap-8344	245	13	.	.	PUNCT
ap-8344	246	1	the	the	DET
ap-8344	246	2	geography	geography	NOUN
ap-8344	246	3	of	of	ADP
ap-8344	246	4	transport	transport	NOUN
ap-8344	246	5	systems	system	NOUN
ap-8344	246	6	.	.	PUNCT
ap-8344	247	1	routledge	routledge	PROPN
ap-8344	247	2	,	,	PUNCT
ap-8344	247	3	2006	2006	NUM
ap-8344	247	4	.	.	PUNCT
ap-8344	248	1	[	[	X
ap-8344	248	2	2	2	NUM
ap-8344	248	3	]	]	PUNCT
ap-8344	248	4	r.	r.	PROPN
ap-8344	248	5	schwartz	schwartz	PROPN
ap-8344	248	6	,	,	PUNCT
ap-8344	248	7	i.	i.	PROPN
ap-8344	248	8	gregory	gregory	PROPN
ap-8344	248	9	,	,	PUNCT
ap-8344	248	10	t.	t.	PROPN
ap-8344	248	11	thévenin	thévenin	PROPN
ap-8344	248	12	.	.	PUNCT
ap-8344	249	1	spatial	spatial	ADJ
ap-8344	249	2	history	history	NOUN
ap-8344	249	3	:	:	PUNCT
ap-8344	249	4	railways	railway	NOUN
ap-8344	249	5	,	,	PUNCT
ap-8344	249	6	uneven	uneven	ADJ
ap-8344	249	7	development	development	NOUN
ap-8344	249	8	,	,	PUNCT
ap-8344	249	9	and	and	CCONJ
ap-8344	249	10	population	population	NOUN
ap-8344	249	11	change	change	NOUN
ap-8344	249	12	in	in	ADP
ap-8344	249	13	france	france	PROPN
ap-8344	249	14	and	and	CCONJ
ap-8344	249	15	great	great	ADJ
ap-8344	249	16	britain	britain	PROPN
ap-8344	249	17	,	,	PUNCT
ap-8344	249	18	1850	1850	NUM
ap-8344	249	19	-	-	SYM
ap-8344	249	20	1914	1914	NUM
ap-8344	249	21	.	.	PUNCT
ap-8344	250	1	journal	journal	NOUN
ap-8344	250	2	of	of	ADP
ap-8344	250	3	interdisciplinary	interdisciplinary	ADJ
ap-8344	250	4	history	history	NOUN
ap-8344	250	5	42(1):53–88	42(1):53–88	NUM
ap-8344	250	6	,	,	PUNCT
ap-8344	250	7	2011	2011	NUM
ap-8344	250	8	.	.	PUNCT
ap-8344	251	1	https://doi.org/10.1162/jinh_a_00205	https://doi.org/10.1162/jinh_a_00205	X
ap-8344	252	1	[	[	X
ap-8344	252	2	3	3	X
ap-8344	252	3	]	]	PUNCT
ap-8344	252	4	s.	s.	PROPN
ap-8344	252	5	jovanovic	jovanovic	PROPN
ap-8344	252	6	,	,	PUNCT
ap-8344	252	7	a.	a.	NOUN
ap-8344	252	8	zoeteman	zoeteman	PROPN
ap-8344	252	9	.	.	PUNCT
ap-8344	253	1	modern	modern	ADJ
ap-8344	253	2	condition	condition	NOUN
ap-8344	253	3	-	-	PUNCT
ap-8344	253	4	based	base	VERB
ap-8344	253	5	railway	railway	NOUN
ap-8344	253	6	infrastructure	infrastructure	NOUN
ap-8344	253	7	asset	asset	NOUN
ap-8344	253	8	management	management	NOUN
ap-8344	253	9	.	.	PUNCT
ap-8344	254	1	in	in	ADP
ap-8344	254	2	1st	1st	ADJ
ap-8344	254	3	international	international	ADJ
ap-8344	254	4	conference	conference	NOUN
ap-8344	254	5	on	on	ADP
ap-8344	254	6	road	road	NOUN
ap-8344	254	7	and	and	CCONJ
ap-8344	254	8	rail	rail	NOUN
ap-8344	254	9	infrastructure	infrastructure	NOUN
ap-8344	254	10	,	,	PUNCT
ap-8344	254	11	pp	pp	ADJ
ap-8344	254	12	.	.	PUNCT
ap-8344	255	1	801–808	801–808	NUM
ap-8344	255	2	.	.	PUNCT
ap-8344	256	1	2010	2010	NUM
ap-8344	256	2	.	.	PUNCT
ap-8344	257	1	[	[	X
ap-8344	257	2	4	4	X
ap-8344	257	3	]	]	X
ap-8344	257	4	e.	e.	PROPN
ap-8344	257	5	quatrini	quatrini	PROPN
ap-8344	257	6	,	,	PUNCT
ap-8344	257	7	f.	f.	PROPN
ap-8344	257	8	costantino	costantino	PROPN
ap-8344	257	9	,	,	PUNCT
ap-8344	257	10	g.	g.	PROPN
ap-8344	257	11	di	di	PROPN
ap-8344	257	12	gravio	gravio	PROPN
ap-8344	257	13	,	,	PUNCT
ap-8344	257	14	r.	r.	PROPN
ap-8344	257	15	patriarca	patriarca	PROPN
ap-8344	257	16	.	.	PUNCT
ap-8344	258	1	condition	condition	NOUN
ap-8344	258	2	-	-	PUNCT
ap-8344	258	3	based	base	VERB
ap-8344	258	4	maintenance	maintenance	NOUN
ap-8344	258	5	–	–	PUNCT
ap-8344	258	6	an	an	DET
ap-8344	258	7	extensive	extensive	ADJ
ap-8344	258	8	literature	literature	NOUN
ap-8344	258	9	review	review	NOUN
ap-8344	258	10	.	.	PUNCT
ap-8344	259	1	machines	machine	NOUN
ap-8344	259	2	8(2):31	8(2):31	NUM
ap-8344	259	3	,	,	PUNCT
ap-8344	259	4	2020	2020	NUM
ap-8344	259	5	.	.	PUNCT
ap-8344	260	1	https://doi.org/10.3390/machines8020031	https://doi.org/10.3390/machines8020031	NOUN
ap-8344	261	1	[	[	X
ap-8344	261	2	5	5	NUM
ap-8344	261	3	]	]	PUNCT
ap-8344	261	4	m.	m.	NOUN
ap-8344	261	5	mili	mili	PROPN
ap-8344	261	6	,	,	PUNCT
ap-8344	261	7	f.	f.	PROPN
ap-8344	261	8	chille	chille	PROPN
ap-8344	261	9	,	,	PUNCT
ap-8344	261	10	c.	c.	PROPN
ap-8344	261	11	thuad	thuad	PROPN
ap-8344	261	12	.	.	PUNCT
ap-8344	262	1	comparison	comparison	NOUN
ap-8344	262	2	of	of	ADP
ap-8344	262	3	international	international	ADJ
ap-8344	262	4	repair	repair	NOUN
ap-8344	262	5	works	work	NOUN
ap-8344	262	6	practices	practice	NOUN
ap-8344	262	7	in	in	ADP
ap-8344	262	8	railway	railway	NOUN
ap-8344	262	9	tunnels	tunnel	NOUN
ap-8344	262	10	[	[	X
ap-8344	262	11	in	in	ADP
ap-8344	262	12	french	french	NOUN
ap-8344	262	13	;	;	PUNCT
ap-8344	262	14	état	état	PROPN
ap-8344	262	15	de	de	PROPN
ap-8344	262	16	l’art	l’art	PROPN
ap-8344	262	17	des	des	PROPN
ap-8344	262	18	travaux	travaux	PROPN
ap-8344	262	19	de	de	PROPN
ap-8344	262	20	réparation	réparation	PROPN
ap-8344	262	21	en	en	PROPN
ap-8344	262	22	tunnels	tunnel	NOUN
ap-8344	262	23	ferroviaires	ferroviaire	NOUN
ap-8344	262	24	exploités	exploités	VERB
ap-8344	262	25	en	en	ADP
ap-8344	262	26	europe	europe	PROPN
ap-8344	262	27	]	]	PUNCT
ap-8344	262	28	.	.	PUNCT
ap-8344	263	1	in	in	ADP
ap-8344	263	2	16th	16th	ADJ
ap-8344	263	3	international	international	ADJ
ap-8344	263	4	congress	congress	PROPN
ap-8344	263	5	aftes	afte	VERB
ap-8344	263	6	2021	2021	NUM
ap-8344	263	7	.	.	PUNCT
ap-8344	264	1	2021	2021	NUM
ap-8344	264	2	.	.	PUNCT
ap-8344	265	1	#	#	SYM
ap-8344	265	2	117	117	NUM
ap-8344	265	3	,	,	PUNCT
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ap-8344	265	9	aig=-1&ai=4876	aig=-1&ai=4876	NOUN
ap-8344	265	10	.	.	PUNCT
ap-8344	266	1	[	[	X
ap-8344	266	2	6	6	NUM
ap-8344	266	3	]	]	PUNCT
ap-8344	266	4	p.	p.	NOUN
ap-8344	266	5	di	di	PROPN
ap-8344	266	6	mascio	mascio	PROPN
ap-8344	266	7	,	,	PUNCT
ap-8344	266	8	g.	g.	PROPN
ap-8344	266	9	loprencipe	loprencipe	PROPN
ap-8344	266	10	,	,	PUNCT
ap-8344	266	11	l.	l.	PROPN
ap-8344	266	12	moretti	moretti	PROPN
ap-8344	266	13	.	.	PUNCT
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ap-8344	266	15	in	in	ADP
ap-8344	266	16	rail	rail	NOUN
ap-8344	266	17	transport	transport	NOUN
ap-8344	266	18	:	:	PUNCT
ap-8344	266	19	methodology	methodology	NOUN
ap-8344	266	20	to	to	PART
ap-8344	266	21	evaluate	evaluate	VERB
ap-8344	266	22	economic	economic	ADJ
ap-8344	266	23	impact	impact	NOUN
ap-8344	266	24	of	of	ADP
ap-8344	266	25	new	new	ADJ
ap-8344	266	26	trains	train	NOUN
ap-8344	266	27	on	on	ADP
ap-8344	266	28	track	track	NOUN
ap-8344	266	29	.	.	PUNCT
ap-8344	267	1	in	in	ADP
ap-8344	267	2	3rd	3rd	ADJ
ap-8344	267	3	international	international	ADJ
ap-8344	267	4	conference	conference	NOUN
ap-8344	267	5	on	on	ADP
ap-8344	267	6	transportation	transportation	NOUN
ap-8344	267	7	infrastructure	infrastructure	NOUN
ap-8344	267	8	,	,	PUNCT
ap-8344	267	9	icti	icti	VERB
ap-8344	267	10	2014	2014	NUM
ap-8344	267	11	–	–	PUNCT
ap-8344	267	12	sustainability	sustainability	NOUN
ap-8344	267	13	,	,	PUNCT
ap-8344	267	14	eco	eco	NOUN
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ap-8344	267	16	efficiency	efficiency	NOUN
ap-8344	267	17	and	and	CCONJ
ap-8344	267	18	conservation	conservation	NOUN
ap-8344	267	19	in	in	ADP
ap-8344	267	20	transportation	transportation	NOUN
ap-8344	267	21	infrastructure	infrastructure	NOUN
ap-8344	267	22	asset	asset	NOUN
ap-8344	267	23	management	management	NOUN
ap-8344	267	24	,	,	PUNCT
ap-8344	267	25	pp	pp	X
ap-8344	267	26	.	.	PUNCT
ap-8344	268	1	669–675	669–675	NUM
ap-8344	268	2	.	.	PUNCT
ap-8344	268	3	2014	2014	NUM
ap-8344	268	4	.	.	PUNCT
ap-8344	269	1	[	[	X
ap-8344	269	2	7	7	X
ap-8344	269	3	]	]	PUNCT
ap-8344	269	4	j.	j.	PROPN
ap-8344	269	5	richards	richards	PROPN
ap-8344	269	6	.	.	PUNCT
ap-8344	270	1	inspection	inspection	NOUN
ap-8344	270	2	,	,	PUNCT
ap-8344	270	3	maintenance	maintenance	NOUN
ap-8344	270	4	and	and	CCONJ
ap-8344	270	5	repair	repair	NOUN
ap-8344	270	6	of	of	ADP
ap-8344	270	7	tunnels	tunnel	NOUN
ap-8344	270	8	:	:	PUNCT
ap-8344	270	9	international	international	ADJ
ap-8344	270	10	lessons	lesson	NOUN
ap-8344	270	11	and	and	CCONJ
ap-8344	270	12	practice	practice	NOUN
ap-8344	270	13	.	.	PUNCT
ap-8344	271	1	tunnelling	tunnelling	NOUN
ap-8344	271	2	and	and	CCONJ
ap-8344	271	3	underground	underground	ADJ
ap-8344	271	4	space	space	NOUN
ap-8344	271	5	technology	technology	NOUN
ap-8344	271	6	13(4):369–375	13(4):369–375	PROPN
ap-8344	271	7	,	,	PUNCT
ap-8344	271	8	1998	1998	NUM
ap-8344	271	9	.	.	PUNCT
ap-8344	272	1	https://doi.org/10.1016/s0886-7798(98)00079-0	https://doi.org/10.1016/s0886-7798(98)00079-0	PROPN
ap-8344	273	1	[	[	X
ap-8344	273	2	8	8	NUM
ap-8344	273	3	]	]	PUNCT
ap-8344	273	4	t.	t.	PROPN
ap-8344	273	5	tichý	tichý	PROPN
ap-8344	273	6	,	,	PUNCT
ap-8344	273	7	j.	j.	PROPN
ap-8344	273	8	brož	brož	PROPN
ap-8344	273	9	,	,	PUNCT
ap-8344	273	10	z.	z.	PROPN
ap-8344	273	11	bělinová	bělinová	PROPN
ap-8344	273	12	,	,	PUNCT
ap-8344	273	13	r.	r.	PROPN
ap-8344	273	14	pirník	pirník	PROPN
ap-8344	273	15	.	.	PUNCT
ap-8344	274	1	analysis	analysis	NOUN
ap-8344	274	2	of	of	ADP
ap-8344	274	3	predictive	predictive	ADJ
ap-8344	274	4	maintenance	maintenance	NOUN
ap-8344	274	5	for	for	ADP
ap-8344	274	6	tunnel	tunnel	NOUN
ap-8344	274	7	systems	system	NOUN
ap-8344	274	8	.	.	PUNCT
ap-8344	275	1	sustainability	sustainability	NOUN
ap-8344	275	2	13(7):3977	13(7):3977	NUM
ap-8344	275	3	,	,	PUNCT
ap-8344	275	4	2021	2021	NUM
ap-8344	275	5	.	.	PUNCT
ap-8344	276	1	https://doi.org/10.3390/su13073977	https://doi.org/10.3390/su13073977	X
ap-8344	277	1	[	[	X
ap-8344	277	2	9	9	NUM
ap-8344	277	3	]	]	PUNCT
ap-8344	277	4	s.	s.	PROPN
ap-8344	277	5	biancardo	biancardo	PROPN
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ap-8344	277	8	intignano	intignano	PROPN
ap-8344	277	9	,	,	PUNCT
ap-8344	277	10	n.	n.	NOUN
ap-8344	277	11	viscione	viscione	NOUN
ap-8344	277	12	,	,	PUNCT
ap-8344	277	13	et	et	PROPN
ap-8344	277	14	al	al	PROPN
ap-8344	277	15	.	.	PROPN
ap-8344	278	1	procedural	procedural	ADJ
ap-8344	278	2	modeling	modeling	NOUN
ap-8344	278	3	-	-	PUNCT
ap-8344	278	4	based	base	VERB
ap-8344	278	5	bim	bim	NOUN
ap-8344	278	6	approach	approach	NOUN
ap-8344	278	7	for	for	ADP
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ap-8344	279	6	,	,	PUNCT
ap-8344	279	7	2021	2021	NUM
ap-8344	279	8	.	.	PUNCT
ap-8344	280	1	https://doi.org/10.1155/2021/8839362	https://doi.org/10.1155/2021/8839362	PROPN
ap-8344	281	1	[	[	X
ap-8344	281	2	10	10	NUM
ap-8344	281	3	]	]	X
ap-8344	281	4	a.	a.	NOUN
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ap-8344	281	6	,	,	PUNCT
ap-8344	281	7	s.	s.	PROPN
ap-8344	281	8	ullah	ullah	PROPN
ap-8344	281	9	,	,	PUNCT
ap-8344	281	10	d.	d.	PROPN
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ap-8344	281	12	.	.	PUNCT
ap-8344	282	1	vision	vision	PROPN
ap-8344	282	2	based	base	VERB
ap-8344	282	3	tunnel	tunnel	NOUN
ap-8344	282	4	inspection	inspection	NOUN
ap-8344	282	5	using	use	VERB
ap-8344	282	6	non	non	ADJ
ap-8344	282	7	-	-	ADJ
ap-8344	282	8	rigid	rigid	ADJ
ap-8344	282	9	registration	registration	NOUN
ap-8344	282	10	.	.	PUNCT
ap-8344	283	1	in	in	ADP
ap-8344	283	2	twelfth	twelfth	ADJ
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ap-8344	283	4	conference	conference	NOUN
ap-8344	283	5	on	on	ADP
ap-8344	283	6	quality	quality	NOUN
ap-8344	283	7	control	control	NOUN
ap-8344	283	8	by	by	ADP
ap-8344	283	9	artificial	artificial	ADJ
ap-8344	283	10	vision	vision	NOUN
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ap-8344	283	12	,	,	PUNCT
ap-8344	283	13	vol	vol	NOUN
ap-8344	283	14	.	.	NOUN
ap-8344	283	15	9534	9534	NUM
ap-8344	283	16	,	,	PUNCT
ap-8344	283	17	p.	p.	NOUN
ap-8344	283	18	95340j	95340j	NOUN
ap-8344	283	19	.	.	PUNCT
ap-8344	283	20	2015	2015	NUM
ap-8344	283	21	.	.	PUNCT
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ap-8344	285	2	11	11	NUM
ap-8344	285	3	]	]	PUNCT
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ap-8344	285	15	di	di	NOUN
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ap-8344	286	5	detection	detection	NOUN
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ap-8344	287	1	automation	automation	NOUN
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ap-8344	289	9	,	,	PUNCT
ap-8344	289	10	t.	t.	PROPN
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ap-8344	289	13	r.	r.	PROPN
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ap-8344	289	15	.	.	PUNCT
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ap-8344	290	2	freight	freight	NOUN
ap-8344	290	3	transport	transport	NOUN
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ap-8344	290	5	logistics	logistic	NOUN
ap-8344	290	6	:	:	PUNCT
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ap-8344	290	9	relief	relief	NOUN
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ap-8344	291	3	,	,	PUNCT
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ap-8344	293	1	[	[	X
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ap-8344	293	10	r.	r.	PROPN
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ap-8344	294	6	passengers	passenger	NOUN
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ap-8344	294	8	comfort	comfort	NOUN
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ap-8344	295	1	measurement	measurement	NOUN
ap-8344	295	2	129:489–498	129:489–498	NUM
ap-8344	295	3	,	,	PUNCT
ap-8344	295	4	2018	2018	NUM
ap-8344	295	5	.	.	PUNCT
ap-8344	296	1	https	https	NOUN
ap-8344	296	2	:	:	PUNCT
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ap-8344	298	6	cheng	cheng	PROPN
ap-8344	298	7	,	,	PUNCT
ap-8344	298	8	q.	q.	PROPN
ap-8344	298	9	lu	lu	PROPN
ap-8344	298	10	,	,	PUNCT
ap-8344	298	11	y.	y.	PROPN
ap-8344	298	12	deng	deng	PROPN
ap-8344	298	13	.	.	PUNCT
ap-8344	299	1	analytical	analytical	ADJ
ap-8344	299	2	review	review	NOUN
ap-8344	299	3	and	and	CCONJ
ap-8344	299	4	evaluation	evaluation	NOUN
ap-8344	299	5	of	of	ADP
ap-8344	299	6	civil	civil	ADJ
ap-8344	299	7	information	information	NOUN
ap-8344	299	8	modeling	modeling	NOUN
ap-8344	299	9	.	.	PUNCT
ap-8344	300	1	automation	automation	NOUN
ap-8344	300	2	in	in	ADP
ap-8344	300	3	construction	construction	NOUN
ap-8344	300	4	67:31–47	67:31–47	PROPN
ap-8344	300	5	,	,	PUNCT
ap-8344	300	6	2016	2016	NUM
ap-8344	300	7	.	.	PUNCT
ap-8344	301	1	https://doi.org/10.1016/j.autcon.2016.02.006	https://doi.org/10.1016/j.autcon.2016.02.006	PROPN
ap-8344	301	2	[	[	X
ap-8344	301	3	15	15	NUM
ap-8344	301	4	]	]	PUNCT
ap-8344	301	5	a.	a.	NOUN
ap-8344	301	6	justo	justo	PROPN
ap-8344	301	7	,	,	PUNCT
ap-8344	301	8	m.	m.	NOUN
ap-8344	301	9	soilán	soilán	PROPN
ap-8344	301	10	,	,	PUNCT
ap-8344	301	11	a.	a.	PROPN
ap-8344	301	12	sánchez	sánchez	PROPN
ap-8344	301	13	-	-	PUNCT
ap-8344	301	14	rodríguez	rodríguez	PROPN
ap-8344	301	15	,	,	PUNCT
ap-8344	301	16	b.	b.	PROPN
ap-8344	301	17	riveiro	riveiro	PROPN
ap-8344	301	18	.	.	PUNCT
ap-8344	302	1	scan	scan	VERB
ap-8344	302	2	-	-	PUNCT
ap-8344	302	3	to	to	AUX
ap-8344	302	4	-	-	PUNCT
ap-8344	302	5	bim	bim	NOUN
ap-8344	302	6	for	for	ADP
ap-8344	302	7	the	the	DET
ap-8344	302	8	infrastructure	infrastructure	NOUN
ap-8344	302	9	domain	domain	NOUN
ap-8344	302	10	:	:	PUNCT
ap-8344	302	11	generation	generation	NOUN
ap-8344	302	12	of	of	ADP
ap-8344	302	13	ifc	ifc	NOUN
ap-8344	302	14	-	-	PUNCT
ap-8344	302	15	compliant	compliant	ADJ
ap-8344	302	16	models	model	NOUN
ap-8344	302	17	of	of	ADP
ap-8344	302	18	road	road	NOUN
ap-8344	302	19	infrastructure	infrastructure	NOUN
ap-8344	302	20	assets	asset	NOUN
ap-8344	302	21	and	and	CCONJ
ap-8344	302	22	semantics	semantic	NOUN
ap-8344	302	23	using	use	VERB
ap-8344	302	24	3d	3d	NUM
ap-8344	302	25	point	point	NOUN
ap-8344	302	26	cloud	cloud	PROPN
ap-8344	302	27	data	datum	NOUN
ap-8344	302	28	.	.	PUNCT
ap-8344	303	1	automation	automation	NOUN
ap-8344	303	2	in	in	ADP
ap-8344	303	3	construction	construction	NOUN
ap-8344	303	4	127:103703	127:103703	NUM
ap-8344	303	5	,	,	PUNCT
ap-8344	303	6	2021	2021	NUM
ap-8344	303	7	.	.	PUNCT
ap-8344	304	1	https://doi.org/10.1016/j.autcon.2021.103703	https://doi.org/10.1016/j.autcon.2021.103703	PROPN
ap-8344	304	2	[	[	X
ap-8344	304	3	16	16	NUM
ap-8344	304	4	]	]	X
ap-8344	304	5	y.	y.	PROPN
ap-8344	304	6	ghassoun	ghassoun	PROPN
ap-8344	304	7	,	,	PUNCT
ap-8344	304	8	m.	m.	NOUN
ap-8344	304	9	gerke	gerke	NOUN
ap-8344	304	10	,	,	PUNCT
ap-8344	304	11	y.	y.	PROPN
ap-8344	304	12	khedar	khedar	PROPN
ap-8344	304	13	,	,	PUNCT
ap-8344	304	14	et	et	PROPN
ap-8344	304	15	al	al	PROPN
ap-8344	304	16	.	.	PUNCT
ap-8344	304	17	implementation	implementation	NOUN
ap-8344	304	18	and	and	CCONJ
ap-8344	304	19	validation	validation	NOUN
ap-8344	304	20	of	of	ADP
ap-8344	304	21	a	a	DET
ap-8344	304	22	high	high	ADJ
ap-8344	304	23	accuracy	accuracy	NOUN
ap-8344	304	24	uav	uav	PROPN
ap-8344	304	25	-	-	PUNCT
ap-8344	304	26	photogrammetry	photogrammetry	NOUN
ap-8344	304	27	based	base	VERB
ap-8344	304	28	rail	rail	NOUN
ap-8344	304	29	track	track	NOUN
ap-8344	304	30	inspection	inspection	NOUN
ap-8344	304	31	system	system	NOUN
ap-8344	304	32	.	.	PUNCT
ap-8344	305	1	remote	remote	ADJ
ap-8344	305	2	sensing	sense	VERB
ap-8344	305	3	13(3):384	13(3):384	NUM
ap-8344	305	4	,	,	PUNCT
ap-8344	305	5	2021	2021	NUM
ap-8344	305	6	.	.	PUNCT
ap-8344	306	1	https://doi.org/10.3390/rs13030384	https://doi.org/10.3390/rs13030384	PROPN
ap-8344	307	1	[	[	X
ap-8344	307	2	17	17	NUM
ap-8344	307	3	]	]	PUNCT
ap-8344	307	4	a.	a.	NOUN
ap-8344	307	5	thaduri	thaduri	PROPN
ap-8344	307	6	,	,	PUNCT
ap-8344	307	7	d.	d.	PROPN
ap-8344	307	8	galar	galar	PROPN
ap-8344	307	9	,	,	PUNCT
ap-8344	307	10	u.	u.	PROPN
ap-8344	307	11	kumar	kumar	PROPN
ap-8344	307	12	.	.	PUNCT
ap-8344	308	1	railway	railway	NOUN
ap-8344	308	2	assets	asset	NOUN
ap-8344	308	3	:	:	PUNCT
ap-8344	308	4	a	a	DET
ap-8344	308	5	potential	potential	ADJ
ap-8344	308	6	domain	domain	NOUN
ap-8344	308	7	for	for	ADP
ap-8344	308	8	big	big	ADJ
ap-8344	308	9	data	datum	NOUN
ap-8344	308	10	analytics	analytic	NOUN
ap-8344	308	11	.	.	PUNCT
ap-8344	309	1	procedia	procedia	PROPN
ap-8344	309	2	computer	computer	PROPN
ap-8344	309	3	science	science	NOUN
ap-8344	309	4	53:457–467	53:457–467	PROPN
ap-8344	309	5	,	,	PUNCT
ap-8344	309	6	2015	2015	NUM
ap-8344	309	7	.	.	PUNCT
ap-8344	310	1	https://doi.org/10.1016/j.procs.2015.07.323	https://doi.org/10.1016/j.procs.2015.07.323	PROPN
ap-8344	310	2	[	[	X
ap-8344	310	3	18	18	NUM
ap-8344	310	4	]	]	X
ap-8344	310	5	n.	n.	NOUN
ap-8344	310	6	davari	davari	PROPN
ap-8344	310	7	,	,	PUNCT
ap-8344	310	8	b.	b.	PROPN
ap-8344	310	9	veloso	veloso	PROPN
ap-8344	310	10	,	,	PUNCT
ap-8344	310	11	g.	g.	PROPN
ap-8344	310	12	assis	assis	PROPN
ap-8344	310	13	costa	costa	PROPN
ap-8344	310	14	,	,	PUNCT
ap-8344	310	15	et	et	PROPN
ap-8344	310	16	al	al	PROPN
ap-8344	310	17	.	.	PUNCT
ap-8344	311	1	a	a	DET
ap-8344	311	2	survey	survey	NOUN
ap-8344	311	3	on	on	ADP
ap-8344	311	4	data	data	NOUN
ap-8344	311	5	-	-	PUNCT
ap-8344	311	6	driven	drive	VERB
ap-8344	311	7	predictive	predictive	ADJ
ap-8344	311	8	maintenance	maintenance	NOUN
ap-8344	311	9	for	for	ADP
ap-8344	311	10	the	the	DET
ap-8344	311	11	railway	railway	NOUN
ap-8344	311	12	industry	industry	NOUN
ap-8344	311	13	.	.	PUNCT
ap-8344	312	1	sensors	sensor	NOUN
ap-8344	312	2	21(17):5739	21(17):5739	NUM
ap-8344	312	3	,	,	PUNCT
ap-8344	312	4	2021	2021	NUM
ap-8344	312	5	.	.	PUNCT
ap-8344	313	1	https://doi.org/10.3390/s21175739	https://doi.org/10.3390/s21175739	NUM
ap-8344	313	2	[	[	X
ap-8344	313	3	19	19	NUM
ap-8344	313	4	]	]	X
ap-8344	313	5	y.	y.	PROPN
ap-8344	313	6	cheng	cheng	PROPN
ap-8344	313	7	,	,	PUNCT
ap-8344	313	8	w.	w.	PROPN
ap-8344	313	9	qiu	qiu	PROPN
ap-8344	313	10	,	,	PUNCT
ap-8344	313	11	d.	d.	PROPN
ap-8344	313	12	duan	duan	PROPN
ap-8344	313	13	.	.	PROPN
ap-8344	314	1	automatic	automatic	ADJ
ap-8344	314	2	creation	creation	NOUN
ap-8344	314	3	of	of	ADP
ap-8344	314	4	as	as	ADP
ap-8344	314	5	-	-	PUNCT
ap-8344	314	6	is	be	AUX
ap-8344	314	7	building	build	VERB
ap-8344	314	8	information	information	NOUN
ap-8344	314	9	model	model	NOUN
ap-8344	314	10	from	from	ADP
ap-8344	314	11	single	single	ADJ
ap-8344	314	12	-	-	PUNCT
ap-8344	314	13	track	track	NOUN
ap-8344	314	14	railway	railway	NOUN
ap-8344	314	15	tunnel	tunnel	NOUN
ap-8344	314	16	point	point	NOUN
ap-8344	314	17	clouds	cloud	NOUN
ap-8344	314	18	.	.	PUNCT
ap-8344	315	1	automation	automation	NOUN
ap-8344	315	2	in	in	ADP
ap-8344	315	3	construction	construction	NOUN
ap-8344	315	4	106:102911	106:102911	PROPN
ap-8344	315	5	,	,	PUNCT
ap-8344	315	6	2019	2019	NUM
ap-8344	315	7	.	.	PUNCT
ap-8344	316	1	https://doi.org/10.1016/j.autcon.2019.102911	https://doi.org/10.1016/j.autcon.2019.102911	PROPN
ap-8344	316	2	[	[	X
ap-8344	316	3	20	20	NUM
ap-8344	316	4	]	]	PUNCT
ap-8344	316	5	m.	m.	NOUN
ap-8344	316	6	bensalah	bensalah	PROPN
ap-8344	316	7	,	,	PUNCT
ap-8344	316	8	a.	a.	NOUN
ap-8344	316	9	elouadi	elouadi	NOUN
ap-8344	316	10	,	,	PUNCT
ap-8344	316	11	h.	h.	PROPN
ap-8344	316	12	mharzi	mharzi	PROPN
ap-8344	316	13	.	.	PUNCT
ap-8344	317	1	overview	overview	NOUN
ap-8344	317	2	:	:	PUNCT
ap-8344	317	3	the	the	DET
ap-8344	317	4	opportunity	opportunity	NOUN
ap-8344	317	5	of	of	ADP
ap-8344	317	6	bim	bim	NOUN
ap-8344	317	7	in	in	ADP
ap-8344	317	8	railway	railway	NOUN
ap-8344	317	9	.	.	PUNCT
ap-8344	318	1	smart	smart	ADJ
ap-8344	318	2	and	and	CCONJ
ap-8344	318	3	sustainable	sustainable	ADJ
ap-8344	318	4	built	build	VERB
ap-8344	318	5	environment	environment	NOUN
ap-8344	318	6	8(2):103–116	8(2):103–116	ADP
ap-8344	318	7	,	,	PUNCT
ap-8344	318	8	2019	2019	NUM
ap-8344	318	9	.	.	PUNCT
ap-8344	319	1	https://doi.org/10.1108/sasbe-11-2017-0060	https://doi.org/10.1108/sasbe-11-2017-0060	NOUN
ap-8344	319	2	[	[	X
ap-8344	319	3	21	21	NUM
ap-8344	319	4	]	]	X
ap-8344	319	5	f.	f.	PROPN
ap-8344	319	6	foria	foria	PROPN
ap-8344	319	7	,	,	PUNCT
ap-8344	319	8	r.	r.	PROPN
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ap-8344	319	10	,	,	PUNCT
ap-8344	319	11	e.	e.	NOUN
ap-8344	319	12	peticchia	peticchia	NOUN
ap-8344	319	13	,	,	PUNCT
ap-8344	319	14	et	et	PROPN
ap-8344	319	15	al	al	PROPN
ap-8344	319	16	.	.	PROPN
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ap-8344	319	18	des	des	PROPN
ap-8344	319	19	défauts	défauts	PROPN
ap-8344	319	20	et	et	PROPN
ap-8344	319	21	maintenance	maintenance	PROPN
ap-8344	319	22	des	des	PROPN
ap-8344	319	23	tunnels	tunnels	PROPN
ap-8344	319	24	existants	existants	X
ap-8344	319	25	avec	avec	PROPN
ap-8344	319	26	une	une	PROPN
ap-8344	319	27	approche	approche	PROPN
ap-8344	319	28	novatrice	novatrice	PROPN
ap-8344	319	29	(	(	PUNCT
ap-8344	319	30	miret	miret	NOUN
ap-8344	319	31	):	):	PUNCT
ap-8344	319	32	l’étude	l’étude	PROPN
ap-8344	319	33	de	de	X
ap-8344	319	34	cas	cas	X
ap-8344	319	35	de	de	X
ap-8344	319	36	la	la	PROPN
ap-8344	319	37	ligne	ligne	PROPN
ap-8344	319	38	de	de	X
ap-8344	319	39	chemin	chemin	PROPN
ap-8344	319	40	de	de	PROPN
ap-8344	319	41	fer	fer	PROPN
ap-8344	319	42	gênes	gênes	PROPN
ap-8344	319	43	–	–	PUNCT
ap-8344	319	44	vintimille	vintimille	X
ap-8344	319	45	et	et	NOUN
ap-8344	319	46	du	du	PROPN
ap-8344	319	47	métro	métro	PROPN
ap-8344	319	48	de	de	PROPN
ap-8344	319	49	rome	rome	PROPN
ap-8344	319	50	.	.	PUNCT
ap-8344	320	1	in	in	ADP
ap-8344	320	2	26th	26th	ADJ
ap-8344	320	3	international	international	ADJ
ap-8344	320	4	congress	congress	PROPN
ap-8344	320	5	aftes	afte	NOUN
ap-8344	320	6	2021	2021	NUM
ap-8344	320	7	,	,	PUNCT
ap-8344	320	8	pp	pp	ADP
ap-8344	320	9	.	.	PUNCT
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ap-8344	320	11	.	.	PUNCT
ap-8344	320	12	2021	2021	NUM
ap-8344	320	13	.	.	PUNCT
ap-8344	321	1	[	[	X
ap-8344	321	2	22	22	NUM
ap-8344	321	3	]	]	X
ap-8344	321	4	f.	f.	PROPN
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ap-8344	321	6	,	,	PUNCT
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ap-8344	321	8	avancini	avancini	PROPN
ap-8344	321	9	,	,	PUNCT
ap-8344	321	10	r.	r.	PROPN
ap-8344	321	11	ferraro	ferraro	PROPN
ap-8344	321	12	,	,	PUNCT
ap-8344	322	1	et	et	PROPN
ap-8344	322	2	al	al	PROPN
ap-8344	322	3	.	.	PROPN
ap-8344	322	4	archita	archita	PROPN
ap-8344	322	5	:	:	PUNCT
ap-8344	322	6	an	an	DET
ap-8344	322	7	innovative	innovative	ADJ
ap-8344	322	8	multidimensional	multidimensional	ADJ
ap-8344	322	9	mobile	mobile	ADJ
ap-8344	322	10	mapping	mapping	NOUN
ap-8344	322	11	system	system	NOUN
ap-8344	322	12	for	for	ADP
ap-8344	322	13	tunnels	tunnel	NOUN
ap-8344	322	14	and	and	CCONJ
ap-8344	322	15	infrastructures	infrastructure	NOUN
ap-8344	322	16	.	.	PUNCT
ap-8344	323	1	matec	matec	ADJ
ap-8344	323	2	web	web	NOUN
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ap-8344	323	5	295:01005	295:01005	NUM
ap-8344	323	6	,	,	PUNCT
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ap-8344	323	8	.	.	PUNCT
ap-8344	324	1	https://doi.org/10.1051/matecconf/201929501005	https://doi.org/10.1051/matecconf/201929501005	PROPN
ap-8344	325	1	[	[	X
ap-8344	325	2	23	23	NUM
ap-8344	325	3	]	]	X
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ap-8344	325	6	,	,	PUNCT
ap-8344	325	7	e.	e.	PROPN
ap-8344	325	8	kordatos	kordatos	PROPN
ap-8344	325	9	,	,	PUNCT
ap-8344	325	10	m.	m.	PROPN
ap-8344	325	11	strantza	strantza	PROPN
ap-8344	325	12	,	,	PUNCT
ap-8344	325	13	et	et	PROPN
ap-8344	325	14	al	al	PROPN
ap-8344	325	15	.	.	PROPN
ap-8344	325	16	ndt	ndt	PROPN
ap-8344	325	17	approach	approach	NOUN
ap-8344	325	18	for	for	ADP
ap-8344	325	19	characterization	characterization	NOUN
ap-8344	325	20	of	of	ADP
ap-8344	325	21	subsurface	subsurface	NOUN
ap-8344	325	22	cracks	crack	NOUN
ap-8344	325	23	in	in	ADP
ap-8344	325	24	concrete	concrete	NOUN
ap-8344	325	25	.	.	PUNCT
ap-8344	326	1	construction	construction	NOUN
ap-8344	326	2	and	and	CCONJ
ap-8344	326	3	building	building	NOUN
ap-8344	326	4	materials	material	NOUN
ap-8344	326	5	25(7):3089–3097	25(7):3089–3097	NUM
ap-8344	326	6	,	,	PUNCT
ap-8344	326	7	2011	2011	NUM
ap-8344	326	8	.	.	PUNCT
ap-8344	327	1	https	https	NOUN
ap-8344	327	2	:	:	PUNCT
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ap-8344	328	2	/	/	SYM
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ap-8344	328	4	[	[	X
ap-8344	328	5	24	24	NUM
ap-8344	328	6	]	]	PUNCT
ap-8344	328	7	g.	g.	PROPN
ap-8344	328	8	sirca	sirca	PROPN
ap-8344	328	9	jr	jr	PROPN
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ap-8344	328	12	h.	h.	PROPN
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ap-8344	328	14	.	.	PUNCT
ap-8344	329	1	infrared	infrared	ADJ
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ap-8344	329	5	defects	defect	NOUN
ap-8344	329	6	in	in	ADP
ap-8344	329	7	concrete	concrete	ADJ
ap-8344	329	8	structures	structure	NOUN
ap-8344	329	9	.	.	PUNCT
ap-8344	330	1	journal	journal	NOUN
ap-8344	330	2	of	of	ADP
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ap-8344	330	4	engineering	engineering	NOUN
ap-8344	330	5	and	and	CCONJ
ap-8344	330	6	management	management	NOUN
ap-8344	330	7	24(7):508–515	24(7):508–515	PROPN
ap-8344	330	8	,	,	PUNCT
ap-8344	330	9	2018	2018	NUM
ap-8344	330	10	.	.	PUNCT
ap-8344	331	1	https://doi.org/10.3846/jcem.2018.6186	https://doi.org/10.3846/jcem.2018.6186	PROPN
ap-8344	331	2	121	121	NUM
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ap-8344	361	14	serrone	serrone	PROPN
ap-8344	361	15	,	,	PUNCT
ap-8344	361	16	et	et	PROPN
ap-8344	361	17	al	al	PROPN
ap-8344	361	18	.	.	PROPN
ap-8344	361	19	re	re	PROPN
ap-8344	361	20	-	-	NOUN
ap-8344	361	21	design	design	NOUN
ap-8344	361	22	of	of	ADP
ap-8344	361	23	a	a	DET
ap-8344	361	24	road	road	NOUN
ap-8344	361	25	node	node	NOUN
ap-8344	361	26	with	with	ADP
ap-8344	361	27	7d	7d	NUM
ap-8344	361	28	bim	bim	NOUN
ap-8344	361	29	:	:	PUNCT
ap-8344	361	30	geometrical	geometrical	ADJ
ap-8344	361	31	,	,	PUNCT
ap-8344	361	32	environmental	environmental	ADJ
ap-8344	361	33	and	and	CCONJ
ap-8344	361	34	microsimulation	microsimulation	NOUN
ap-8344	361	35	approaches	approach	NOUN
ap-8344	361	36	to	to	PART
ap-8344	361	37	implement	implement	VERB
ap-8344	361	38	a	a	DET
ap-8344	361	39	benefit	benefit	NOUN
ap-8344	361	40	-	-	PUNCT
ap-8344	361	41	cost	cost	NOUN
ap-8344	361	42	analysis	analysis	NOUN
ap-8344	361	43	between	between	ADP
ap-8344	361	44	alternatives	alternative	NOUN
ap-8344	361	45	.	.	PUNCT
ap-8344	361	46	automation	automation	NOUN
ap-8344	361	47	in	in	ADP
ap-8344	361	48	construction	construction	NOUN
ap-8344	361	49	135:104133	135:104133	NUM
ap-8344	361	50	,	,	PUNCT
ap-8344	361	51	2022	2022	NUM
ap-8344	361	52	.	.	PUNCT
ap-8344	362	1	https://doi.org/10.1016/j.autcon.2022.104133	https://doi.org/10.1016/j.autcon.2022.104133	PROPN
ap-8344	362	2	[	[	X
ap-8344	362	3	38	38	NUM
ap-8344	362	4	]	]	PUNCT
ap-8344	362	5	m.	m.	NOUN
ap-8344	362	6	leone	leone	PROPN
ap-8344	362	7	,	,	PUNCT
ap-8344	362	8	a.	a.	PROPN
ap-8344	362	9	d’andrea	d’andrea	PROPN
ap-8344	362	10	,	,	PUNCT
ap-8344	362	11	g.	g.	PROPN
ap-8344	362	12	loprencipe	loprencipe	PROPN
ap-8344	362	13	,	,	PUNCT
ap-8344	362	14	et	et	PROPN
ap-8344	362	15	al	al	PROPN
ap-8344	362	16	.	.	PUNCT
ap-8344	363	1	building	build	VERB
ap-8344	363	2	information	information	NOUN
ap-8344	363	3	modeling	modeling	NOUN
ap-8344	363	4	(	(	PUNCT
ap-8344	363	5	bim	bim	NOUN
ap-8344	363	6	):	):	PUNCT
ap-8344	363	7	prospects	prospect	NOUN
ap-8344	363	8	for	for	ADP
ap-8344	363	9	the	the	DET
ap-8344	363	10	development	development	NOUN
ap-8344	363	11	of	of	ADP
ap-8344	363	12	railway	railway	NOUN
ap-8344	363	13	infrastructure	infrastructure	NOUN
ap-8344	363	14	industry	industry	NOUN
ap-8344	363	15	.	.	PUNCT
ap-8344	364	1	in	in	ADP
ap-8344	364	2	proceedings	proceeding	NOUN
ap-8344	364	3	of	of	ADP
ap-8344	364	4	aiit	aiit	PROPN
ap-8344	364	5	international	international	PROPN
ap-8344	364	6	congress	congress	PROPN
ap-8344	364	7	tis	tis	PROPN
ap-8344	364	8	rome	rome	PROPN
ap-8344	364	9	2017	2017	NUM
ap-8344	364	10	,	,	PUNCT
ap-8344	364	11	pp	pp	ADJ
ap-8344	364	12	.	.	PUNCT
ap-8344	365	1	547–553	547–553	NUM
ap-8344	365	2	.	.	NOUN
ap-8344	365	3	2017	2017	NUM
ap-8344	365	4	.	.	PUNCT
ap-8344	366	1	https://doi.org/10.1201/9781315281896-72	https://doi.org/10.1201/9781315281896-72	NOUN
ap-8344	366	2	122	122	NUM
ap-8344	366	3	https://leica-geosystems.com/en-gb/products/gnss-systems/software/leica-infinity	https://leica-geosystems.com/en-gb/products/gnss-systems/software/leica-infinity	NOUN
ap-8344	366	4	https://leica-geosystems.com/en-gb/products/gnss-systems/software/leica-infinity	https://leica-geosystems.com/en-gb/products/gnss-systems/software/leica-infinity	PROPN
ap-8344	366	5	https://doi.org/10.1016/j.conbuildmat.2019.117367	https://doi.org/10.1016/j.conbuildmat.2019.117367	PROPN
ap-8344	366	6	https://doi.org/10.1016/j.conbuildmat.2019.117367	https://doi.org/10.1016/j.conbuildmat.2019.117367	VERB
ap-8344	366	7	https://www.python.org/	https://www.python.org/	NOUN
ap-8344	366	8	https://doi.org/10.1016/c2013-0-11240-8	https://doi.org/10.1016/c2013-0-11240-8	PROPN
ap-8344	366	9	https://www.tensorflow.org/	https://www.tensorflow.org/	PRON
ap-8344	366	10	https://doi.org/10.1088/1755-1315/833/1/012074	https://doi.org/10.1088/1755-1315/833/1/012074	PROPN
ap-8344	366	11	https://www.3dreshaper.com/fr/	https://www.3dreshaper.com/fr/	X
ap-8344	367	1	https://www.trimble-italia.com/prodotti/software/trimble-gedo-office	https://www.trimble-italia.com/prodotti/software/trimble-gedo-office	PROPN
ap-8344	367	2	https://www.trimble-italia.com/prodotti/software/trimble-gedo-office	https://www.trimble-italia.com/prodotti/software/trimble-gedo-office	PROPN
ap-8344	367	3	https://doi.org/10.1186/s40323-020-00147-4	https://doi.org/10.1186/s40323-020-00147-4	VERB
ap-8344	367	4	https://www.harpaceas.it/solibri	https://www.harpaceas.it/solibri	NOUN
ap-8344	368	1	https://doi.org/10.1109/plans.2018.8373516	https://doi.org/10.1109/plans.2018.8373516	PROPN
ap-8344	368	2	https://doi.org/10.3390/en12193702	https://doi.org/10.3390/en12193702	PROPN
ap-8344	368	3	https://doi.org/10.1016/j.autcon.2022.104133	https://doi.org/10.1016/j.autcon.2022.104133	PROPN
ap-8344	368	4	https://doi.org/10.1201/9781315281896-72	https://doi.org/10.1201/9781315281896-72	PROPN
ap-8344	368	5	acta	acta	PROPN
ap-8344	368	6	polytechnica	polytechnica	PROPN
ap-8344	368	7	63(2):111–122	63(2):111–122	PROPN
ap-8344	368	8	,	,	PUNCT
ap-8344	368	9	2023	2023	NUM
ap-8344	368	10	1	1	NUM
ap-8344	368	11	introduction	introduction	NOUN
ap-8344	368	12	2	2	NUM
ap-8344	368	13	materials	material	NOUN
ap-8344	368	14	and	and	CCONJ
ap-8344	368	15	methods	method	NOUN
ap-8344	368	16	2.1	2.1	NUM
ap-8344	368	17	the	the	DET
ap-8344	368	18	multi	multi	ADJ
ap-8344	368	19	-	-	ADJ
ap-8344	368	20	dimensional	dimensional	ADJ
ap-8344	368	21	mobile	mobile	ADJ
ap-8344	368	22	mapping	mapping	NOUN
ap-8344	368	23	system	system	NOUN
ap-8344	368	24	2.2	2.2	NUM
ap-8344	368	25	digitalization	digitalization	NOUN
ap-8344	368	26	2.3	2.3	NUM
ap-8344	368	27	defects	defect	NOUN
ap-8344	368	28	analysis	analysis	NOUN
ap-8344	368	29	2.4	2.4	NUM
ap-8344	368	30	planning	planning	NOUN
ap-8344	368	31	&	&	CCONJ
ap-8344	368	32	design	design	PROPN
ap-8344	368	33	3	3	NUM
ap-8344	368	34	results	result	VERB
ap-8344	368	35	3.1	3.1	NUM
ap-8344	368	36	digitalization	digitalization	NOUN
ap-8344	368	37	3.2	3.2	NUM
ap-8344	368	38	defect	defect	NOUN
ap-8344	368	39	analysis	analysis	NOUN
ap-8344	368	40	3.3	3.3	NUM
ap-8344	368	41	planning	planning	NOUN
ap-8344	368	42	&	&	CCONJ
ap-8344	368	43	design	design	PROPN
ap-8344	368	44	3.4	3.4	NUM
ap-8344	368	45	work	work	NOUN
ap-8344	368	46	&	&	CCONJ
ap-8344	368	47	maintenance	maintenance	NOUN
ap-8344	368	48	4	4	NUM
ap-8344	368	49	discussion	discussion	NOUN
ap-8344	368	50	5	5	NUM
ap-8344	368	51	conclusion	conclusion	NOUN
ap-8344	368	52	references	reference	NOUN