id	sid	tid	token	lemma	pos
fbem-27662	1	1	frontiers	frontier	NOUN
fbem-27662	1	2	in	in	ADP
fbem-27662	1	3	business	business	NOUN
fbem-27662	1	4	,	,	PUNCT
fbem-27662	1	5	economics	economic	NOUN
fbem-27662	1	6	and	and	CCONJ
fbem-27662	1	7	management	management	NOUN
fbem-27662	1	8	issn	issn	PROPN
fbem-27662	1	9	:	:	PUNCT
fbem-27662	1	10	2766	2766	NUM
fbem-27662	1	11	-	-	PUNCT
fbem-27662	1	12	824x	824x	NUM
fbem-27662	1	13	|	|	ADJ
fbem-27662	1	14	vol	vol	NOUN
fbem-27662	1	15	.	.	PROPN
fbem-27662	1	16	17	17	NUM
fbem-27662	1	17	,	,	PUNCT
fbem-27662	1	18	no	no	INTJ
fbem-27662	1	19	.	.	NOUN
fbem-27662	1	20	2	2	NUM
fbem-27662	1	21	,	,	PUNCT
fbem-27662	1	22	2024	2024	NUM
fbem-27662	1	23	175	175	NUM
fbem-27662	1	24	analysis	analysis	NOUN
fbem-27662	1	25	of	of	ADP
fbem-27662	1	26	risk	risk	NOUN
fbem-27662	1	27	factors	factor	NOUN
fbem-27662	1	28	for	for	ADP
fbem-27662	1	29	disruptions	disruption	NOUN
fbem-27662	1	30	in	in	ADP
fbem-27662	1	31	international	international	ADJ
fbem-27662	1	32	maritime	maritime	ADJ
fbem-27662	1	33	shipping	shipping	NOUN
fbem-27662	1	34	supply	supply	NOUN
fbem-27662	1	35	chains	chain	NOUN
fbem-27662	1	36	yichu	yichu	PROPN
fbem-27662	1	37	gao	gao	PROPN
fbem-27662	1	38	guangzhou	guangzhou	PROPN
fbem-27662	1	39	maritime	maritime	PROPN
fbem-27662	1	40	university	university	PROPN
fbem-27662	1	41	,	,	PUNCT
fbem-27662	1	42	guangzhou	guangzhou	PROPN
fbem-27662	1	43	,	,	PUNCT
fbem-27662	1	44	,	,	PUNCT
fbem-27662	1	45	510725	510725	NUM
fbem-27662	1	46	,	,	PUNCT
fbem-27662	1	47	china	china	PROPN
fbem-27662	1	48	gaoyichu123@outlook.com	gaoyichu123@outlook.com	X
fbem-27662	1	49	abstract	abstract	NOUN
fbem-27662	1	50	:	:	PUNCT
fbem-27662	1	51	the	the	DET
fbem-27662	1	52	international	international	ADJ
fbem-27662	1	53	maritime	maritime	ADJ
fbem-27662	1	54	shipping	shipping	NOUN
fbem-27662	1	55	supply	supply	NOUN
fbem-27662	1	56	chain	chain	NOUN
fbem-27662	1	57	is	be	AUX
fbem-27662	1	58	an	an	DET
fbem-27662	1	59	indispensable	indispensable	ADJ
fbem-27662	1	60	component	component	NOUN
fbem-27662	1	61	of	of	ADP
fbem-27662	1	62	the	the	DET
fbem-27662	1	63	globalized	globalized	ADJ
fbem-27662	1	64	economy	economy	NOUN
fbem-27662	1	65	,	,	PUNCT
fbem-27662	1	66	yet	yet	CCONJ
fbem-27662	1	67	it	it	PRON
fbem-27662	1	68	also	also	ADV
fbem-27662	1	69	faces	face	VERB
fbem-27662	1	70	numerous	numerous	ADJ
fbem-27662	1	71	and	and	CCONJ
fbem-27662	1	72	complex	complex	ADJ
fbem-27662	1	73	risks	risk	NOUN
fbem-27662	1	74	due	due	ADP
fbem-27662	1	75	to	to	ADP
fbem-27662	1	76	its	its	PRON
fbem-27662	1	77	cross	cross	ADJ
fbem-27662	1	78	-	-	ADJ
fbem-27662	1	79	border	border	ADJ
fbem-27662	1	80	operational	operational	ADJ
fbem-27662	1	81	nature	nature	NOUN
fbem-27662	1	82	.	.	PUNCT
fbem-27662	2	1	this	this	DET
fbem-27662	2	2	study	study	NOUN
fbem-27662	2	3	aims	aim	VERB
fbem-27662	2	4	to	to	PART
fbem-27662	2	5	systematically	systematically	ADV
fbem-27662	2	6	identify	identify	VERB
fbem-27662	2	7	and	and	CCONJ
fbem-27662	2	8	deeply	deeply	ADV
fbem-27662	2	9	analyze	analyze	VERB
fbem-27662	2	10	the	the	DET
fbem-27662	2	11	disruption	disruption	NOUN
fbem-27662	2	12	risks	risk	NOUN
fbem-27662	2	13	of	of	ADP
fbem-27662	2	14	the	the	DET
fbem-27662	2	15	international	international	ADJ
fbem-27662	2	16	maritime	maritime	ADJ
fbem-27662	2	17	shipping	shipping	NOUN
fbem-27662	2	18	supply	supply	NOUN
fbem-27662	2	19	chain	chain	NOUN
fbem-27662	2	20	,	,	PUNCT
fbem-27662	2	21	revealing	reveal	VERB
fbem-27662	2	22	the	the	DET
fbem-27662	2	23	unique	unique	ADJ
fbem-27662	2	24	vulnerability	vulnerability	NOUN
fbem-27662	2	25	factors	factor	NOUN
fbem-27662	2	26	of	of	ADP
fbem-27662	2	27	this	this	DET
fbem-27662	2	28	supply	supply	NOUN
fbem-27662	2	29	chain	chain	NOUN
fbem-27662	2	30	and	and	CCONJ
fbem-27662	2	31	discussing	discuss	VERB
fbem-27662	2	32	its	its	PRON
fbem-27662	2	33	preventive	preventive	ADJ
fbem-27662	2	34	measures	measure	NOUN
fbem-27662	2	35	.	.	PUNCT
fbem-27662	3	1	through	through	ADP
fbem-27662	3	2	quantitative	quantitative	ADJ
fbem-27662	3	3	statistical	statistical	ADJ
fbem-27662	3	4	analysis	analysis	NOUN
fbem-27662	3	5	of	of	ADP
fbem-27662	3	6	international	international	ADJ
fbem-27662	3	7	shipp	shipp	NOUN
fbem-27662	3	8	ing	ing	ADJ
fbem-27662	3	9	routes	route	NOUN
fbem-27662	3	10	,	,	PUNCT
fbem-27662	3	11	it	it	PRON
fbem-27662	3	12	discloses	disclose	VERB
fbem-27662	3	13	the	the	DET
fbem-27662	3	14	disruption	disruption	NOUN
fbem-27662	3	15	events	event	NOUN
fbem-27662	3	16	of	of	ADP
fbem-27662	3	17	major	major	ADJ
fbem-27662	3	18	maritime	maritime	ADJ
fbem-27662	3	19	transportation	transportation	NOUN
fbem-27662	3	20	routes	route	NOUN
fbem-27662	3	21	in	in	ADP
fbem-27662	3	22	the	the	DET
fbem-27662	3	23	past	past	ADJ
fbem-27662	3	24	five	five	NUM
fbem-27662	3	25	years	year	NOUN
fbem-27662	3	26	and	and	CCONJ
fbem-27662	3	27	the	the	DET
fbem-27662	3	28	direct	direct	ADJ
fbem-27662	3	29	economic	economic	ADJ
fbem-27662	3	30	losses	loss	NOUN
fbem-27662	3	31	they	they	PRON
fbem-27662	3	32	have	have	AUX
fbem-27662	3	33	caused	cause	VERB
fbem-27662	3	34	,	,	PUNCT
fbem-27662	3	35	and	and	CCONJ
fbem-27662	3	36	comprehensively	comprehensively	ADV
fbem-27662	3	37	assesses	assess	VERB
fbem-27662	3	38	various	various	ADJ
fbem-27662	3	39	risk	risk	NOUN
fbem-27662	3	40	factors	factor	NOUN
fbem-27662	3	41	such	such	ADJ
fbem-27662	3	42	as	as	ADP
fbem-27662	3	43	natural	natural	ADJ
fbem-27662	3	44	disasters	disaster	NOUN
fbem-27662	3	45	,	,	PUNCT
fbem-27662	3	46	geopolitical	geopolitical	ADJ
fbem-27662	3	47	conflicts	conflict	NOUN
fbem-27662	3	48	,	,	PUNCT
fbem-27662	3	49	pirate	pirate	NOUN
fbem-27662	3	50	attacks	attack	NOUN
fbem-27662	3	51	,	,	PUNCT
fbem-27662	3	52	and	and	CCONJ
fbem-27662	3	53	changes	change	NOUN
fbem-27662	3	54	in	in	ADP
fbem-27662	3	55	shipping	shipping	NOUN
fbem-27662	3	56	policies	policy	NOUN
fbem-27662	3	57	.	.	PUNCT
fbem-27662	4	1	in	in	ADP
fbem-27662	4	2	addition	addition	NOUN
fbem-27662	4	3	,	,	PUNCT
fbem-27662	4	4	combined	combine	VERB
fbem-27662	4	5	with	with	ADP
fbem-27662	4	6	case	case	NOUN
fbem-27662	4	7	analysis	analysis	NOUN
fbem-27662	4	8	,	,	PUNCT
fbem-27662	4	9	it	it	PRON
fbem-27662	4	10	identifies	identify	VERB
fbem-27662	4	11	different	different	ADJ
fbem-27662	4	12	risk	risk	NOUN
fbem-27662	4	13	response	response	NOUN
fbem-27662	4	14	strategies	strategy	NOUN
fbem-27662	4	15	adopted	adopt	VERB
fbem-27662	4	16	by	by	ADP
fbem-27662	4	17	companies	company	NOUN
fbem-27662	4	18	in	in	ADP
fbem-27662	4	19	the	the	DET
fbem-27662	4	20	industry	industry	NOUN
fbem-27662	4	21	,	,	PUNCT
fbem-27662	4	22	such	such	ADJ
fbem-27662	4	23	as	as	ADP
fbem-27662	4	24	decentralized	decentralize	VERB
fbem-27662	4	25	logistics	logistic	NOUN
fbem-27662	4	26	nodes	node	NOUN
fbem-27662	4	27	,	,	PUNCT
fbem-27662	4	28	emergency	emergency	NOUN
fbem-27662	4	29	material	material	NOUN
fbem-27662	4	30	reserves	reserve	NOUN
fbem-27662	4	31	,	,	PUNCT
fbem-27662	4	32	and	and	CCONJ
fbem-27662	4	33	supply	supply	VERB
fbem-27662	4	34	chain	chain	NOUN
fbem-27662	4	35	insurance	insurance	NOUN
fbem-27662	4	36	.	.	PUNCT
fbem-27662	5	1	the	the	DET
fbem-27662	5	2	achievements	achievement	NOUN
fbem-27662	5	3	of	of	ADP
fbem-27662	5	4	this	this	DET
fbem-27662	5	5	study	study	NOUN
fbem-27662	5	6	not	not	PART
fbem-27662	5	7	only	only	ADV
fbem-27662	5	8	have	have	VERB
fbem-27662	5	9	profound	profound	ADJ
fbem-27662	5	10	practical	practical	ADJ
fbem-27662	5	11	significance	significance	NOUN
fbem-27662	5	12	for	for	ADP
fbem-27662	5	13	related	related	ADJ
fbem-27662	5	14	enterprises	enterprise	NOUN
fbem-27662	5	15	in	in	ADP
fbem-27662	5	16	early	early	ADJ
fbem-27662	5	17	warning	warning	NOUN
fbem-27662	5	18	and	and	CCONJ
fbem-27662	5	19	responding	respond	VERB
fbem-27662	5	20	to	to	ADP
fbem-27662	5	21	the	the	DET
fbem-27662	5	22	risks	risk	NOUN
fbem-27662	5	23	of	of	ADP
fbem-27662	5	24	the	the	DET
fbem-27662	5	25	international	international	ADJ
fbem-27662	5	26	maritime	maritime	ADJ
fbem-27662	5	27	shipping	shipping	NOUN
fbem-27662	5	28	supply	supply	NOUN
fbem-27662	5	29	chain	chain	NOUN
fbem-27662	5	30	,	,	PUNCT
fbem-27662	5	31	but	but	CCONJ
fbem-27662	5	32	also	also	ADV
fbem-27662	5	33	provide	provide	VERB
fbem-27662	5	34	theoretical	theoretical	ADJ
fbem-27662	5	35	and	and	CCONJ
fbem-27662	5	36	methodological	methodological	ADJ
fbem-27662	5	37	innovations	innovation	NOUN
fbem-27662	5	38	for	for	ADP
fbem-27662	5	39	academic	academic	ADJ
fbem-27662	5	40	research	research	NOUN
fbem-27662	5	41	on	on	ADP
fbem-27662	5	42	supply	supply	NOUN
fbem-27662	5	43	chain	chain	NOUN
fbem-27662	5	44	management	management	NOUN
fbem-27662	5	45	.	.	PUNCT
fbem-27662	6	1	keywords	keyword	NOUN
fbem-27662	6	2	:	:	PUNCT
fbem-27662	6	3	international	international	ADJ
fbem-27662	6	4	maritime	maritime	ADJ
fbem-27662	6	5	shipping	shipping	NOUN
fbem-27662	6	6	,	,	PUNCT
fbem-27662	6	7	supply	supply	NOUN
fbem-27662	6	8	chain	chain	NOUN
fbem-27662	6	9	disruption	disruption	NOUN
fbem-27662	6	10	,	,	PUNCT
fbem-27662	6	11	risk	risk	NOUN
fbem-27662	6	12	analysis	analysis	NOUN
fbem-27662	6	13	,	,	PUNCT
fbem-27662	6	14	data	datum	NOUN
fbem-27662	6	15	analysis	analysis	NOUN
fbem-27662	6	16	,	,	PUNCT
fbem-27662	6	17	risk	risk	NOUN
fbem-27662	6	18	management	management	NOUN
fbem-27662	6	19	.	.	PUNCT
fbem-27662	7	1	1	1	X
fbem-27662	7	2	.	.	X
fbem-27662	7	3	main	main	ADJ
fbem-27662	7	4	causes	cause	NOUN
fbem-27662	7	5	of	of	ADP
fbem-27662	7	6	disruption	disruption	NOUN
fbem-27662	7	7	risks	risk	NOUN
fbem-27662	7	8	in	in	ADP
fbem-27662	7	9	international	international	ADJ
fbem-27662	7	10	maritime	maritime	ADJ
fbem-27662	7	11	shipping	shipping	NOUN
fbem-27662	7	12	supply	supply	NOUN
fbem-27662	7	13	chains	chain	NOUN
fbem-27662	7	14	1.1	1.1	NUM
fbem-27662	7	15	.	.	PUNCT
fbem-27662	7	16	natural	natural	ADJ
fbem-27662	7	17	or	or	CCONJ
fbem-27662	7	18	environmental	environmental	ADJ
fbem-27662	7	19	events	event	NOUN
fbem-27662	7	20	the	the	DET
fbem-27662	7	21	disruption	disruption	NOUN
fbem-27662	7	22	risk	risk	NOUN
fbem-27662	7	23	factors	factor	NOUN
fbem-27662	7	24	of	of	ADP
fbem-27662	7	25	the	the	DET
fbem-27662	7	26	international	international	ADJ
fbem-27662	7	27	maritime	maritime	ADJ
fbem-27662	7	28	shipping	shipping	NOUN
fbem-27662	7	29	supply	supply	NOUN
fbem-27662	7	30	chain	chain	NOUN
fbem-27662	7	31	are	be	AUX
fbem-27662	7	32	multi	multi	ADJ
fbem-27662	7	33	-	-	ADJ
fbem-27662	7	34	faceted	faceted	ADJ
fbem-27662	7	35	,	,	PUNCT
fbem-27662	7	36	among	among	ADP
fbem-27662	7	37	which	which	PRON
fbem-27662	7	38	natural	natural	ADJ
fbem-27662	7	39	or	or	CCONJ
fbem-27662	7	40	environmental	environmental	ADJ
fbem-27662	7	41	events	event	NOUN
fbem-27662	7	42	have	have	VERB
fbem-27662	7	43	a	a	DET
fbem-27662	7	44	particularly	particularly	ADV
fbem-27662	7	45	significant	significant	ADJ
fbem-27662	7	46	impact	impact	NOUN
fbem-27662	7	47	on	on	ADP
fbem-27662	7	48	the	the	DET
fbem-27662	7	49	supply	supply	NOUN
fbem-27662	7	50	chain	chain	NOUN
fbem-27662	7	51	.	.	PUNCT
fbem-27662	8	1	for	for	ADP
fbem-27662	8	2	example	example	NOUN
fbem-27662	8	3	,	,	PUNCT
fbem-27662	8	4	the	the	DET
fbem-27662	8	5	occurrence	occurrence	NOUN
fbem-27662	8	6	of	of	ADP
fbem-27662	8	7	natural	natural	ADJ
fbem-27662	8	8	disasters	disaster	NOUN
fbem-27662	8	9	such	such	ADJ
fbem-27662	8	10	as	as	ADP
fbem-27662	8	11	typhoons	typhoon	NOUN
fbem-27662	8	12	,	,	PUNCT
fbem-27662	8	13	earthquakes	earthquake	NOUN
fbem-27662	8	14	,	,	PUNCT
fbem-27662	8	15	and	and	CCONJ
fbem-27662	8	16	tsunamis	tsunamis	NOUN
fbem-27662	8	17	often	often	ADV
fbem-27662	8	18	lead	lead	VERB
fbem-27662	8	19	to	to	ADP
fbem-27662	8	20	the	the	DET
fbem-27662	8	21	closure	closure	NOUN
fbem-27662	8	22	of	of	ADP
fbem-27662	8	23	ports	port	NOUN
fbem-27662	8	24	,	,	PUNCT
fbem-27662	8	25	interruption	interruption	NOUN
fbem-27662	8	26	of	of	ADP
fbem-27662	8	27	transportation	transportation	NOUN
fbem-27662	8	28	routes	route	NOUN
fbem-27662	8	29	,	,	PUNCT
fbem-27662	8	30	and	and	CCONJ
fbem-27662	8	31	even	even	ADV
fbem-27662	8	32	the	the	DET
fbem-27662	8	33	suspension	suspension	NOUN
fbem-27662	8	34	of	of	ADP
fbem-27662	8	35	the	the	DET
fbem-27662	8	36	entire	entire	ADJ
fbem-27662	8	37	supply	supply	NOUN
fbem-27662	8	38	chain	chain	NOUN
fbem-27662	8	39	system	system	NOUN
fbem-27662	8	40	[	[	X
fbem-27662	8	41	1	1	NUM
fbem-27662	8	42	]	]	PUNCT
fbem-27662	8	43	.	.	PUNCT
fbem-27662	9	1	under	under	ADP
fbem-27662	9	2	these	these	DET
fbem-27662	9	3	extreme	extreme	ADJ
fbem-27662	9	4	climate	climate	NOUN
fbem-27662	9	5	conditions	condition	NOUN
fbem-27662	9	6	,	,	PUNCT
fbem-27662	9	7	maritime	maritime	ADJ
fbem-27662	9	8	ships	ship	NOUN
fbem-27662	9	9	may	may	AUX
fbem-27662	9	10	face	face	VERB
fbem-27662	9	11	the	the	DET
fbem-27662	9	12	risk	risk	NOUN
fbem-27662	9	13	of	of	ADP
fbem-27662	9	14	accidents	accident	NOUN
fbem-27662	9	15	,	,	PUNCT
fbem-27662	9	16	resulting	result	VERB
fbem-27662	9	17	in	in	ADP
fbem-27662	9	18	the	the	DET
fbem-27662	9	19	risk	risk	NOUN
fbem-27662	9	20	of	of	ADP
fbem-27662	9	21	cargo	cargo	NOUN
fbem-27662	9	22	loss	loss	NOUN
fbem-27662	9	23	or	or	CCONJ
fbem-27662	9	24	delayed	delay	VERB
fbem-27662	9	25	delivery	delivery	NOUN
fbem-27662	9	26	to	to	ADP
fbem-27662	9	27	the	the	DET
fbem-27662	9	28	end	end	NOUN
fbem-27662	9	29	consumers	consumer	NOUN
fbem-27662	9	30	.	.	PUNCT
fbem-27662	10	1	specific	specific	ADJ
fbem-27662	10	2	data	datum	NOUN
fbem-27662	10	3	shows	show	VERB
fbem-27662	10	4	that	that	SCONJ
fbem-27662	10	5	in	in	ADP
fbem-27662	10	6	the	the	DET
fbem-27662	10	7	past	past	ADJ
fbem-27662	10	8	few	few	ADJ
fbem-27662	10	9	years	year	NOUN
fbem-27662	10	10	,	,	PUNCT
fbem-27662	10	11	the	the	DET
fbem-27662	10	12	daily	daily	ADJ
fbem-27662	10	13	economic	economic	ADJ
fbem-27662	10	14	loss	loss	NOUN
fbem-27662	10	15	due	due	ADP
fbem-27662	10	16	to	to	ADP
fbem-27662	10	17	super	super	ADJ
fbem-27662	10	18	typhoons	typhoon	NOUN
fbem-27662	10	19	causing	cause	VERB
fbem-27662	10	20	cargo	cargo	NOUN
fbem-27662	10	21	delays	delay	NOUN
fbem-27662	10	22	can	can	AUX
fbem-27662	10	23	be	be	AUX
fbem-27662	10	24	as	as	ADV
fbem-27662	10	25	high	high	ADJ
fbem-27662	10	26	as	as	ADP
fbem-27662	10	27	several	several	ADJ
fbem-27662	10	28	million	million	NUM
fbem-27662	10	29	dollars	dollar	NOUN
fbem-27662	10	30	.	.	PUNCT
fbem-27662	11	1	due	due	ADP
fbem-27662	11	2	to	to	ADP
fbem-27662	11	3	the	the	DET
fbem-27662	11	4	long	long	ADJ
fbem-27662	11	5	distance	distance	NOUN
fbem-27662	11	6	of	of	ADP
fbem-27662	11	7	the	the	DET
fbem-27662	11	8	maritime	maritime	ADJ
fbem-27662	11	9	shipping	shipping	NOUN
fbem-27662	11	10	supply	supply	NOUN
fbem-27662	11	11	chain	chain	NOUN
fbem-27662	11	12	and	and	CCONJ
fbem-27662	11	13	its	its	PRON
fbem-27662	11	14	susceptibility	susceptibility	NOUN
fbem-27662	11	15	to	to	ADP
fbem-27662	11	16	the	the	DET
fbem-27662	11	17	natural	natural	ADJ
fbem-27662	11	18	environment	environment	NOUN
fbem-27662	11	19	,	,	PUNCT
fbem-27662	11	20	any	any	DET
fbem-27662	11	21	weather	weather	NOUN
fbem-27662	11	22	change	change	NOUN
fbem-27662	11	23	may	may	AUX
fbem-27662	11	24	pose	pose	VERB
fbem-27662	11	25	a	a	DET
fbem-27662	11	26	threat	threat	NOUN
fbem-27662	11	27	to	to	ADP
fbem-27662	11	28	the	the	DET
fbem-27662	11	29	stability	stability	NOUN
fbem-27662	11	30	of	of	ADP
fbem-27662	11	31	the	the	DET
fbem-27662	11	32	shipping	shipping	NOUN
fbem-27662	11	33	route	route	NOUN
fbem-27662	11	34	.	.	PUNCT
fbem-27662	12	1	in	in	ADP
fbem-27662	12	2	addition	addition	NOUN
fbem-27662	12	3	,	,	PUNCT
fbem-27662	12	4	the	the	DET
fbem-27662	12	5	rise	rise	NOUN
fbem-27662	12	6	in	in	ADP
fbem-27662	12	7	sea	sea	NOUN
fbem-27662	12	8	level	level	NOUN
fbem-27662	12	9	and	and	CCONJ
fbem-27662	12	10	the	the	DET
fbem-27662	12	11	increase	increase	NOUN
fbem-27662	12	12	in	in	ADP
fbem-27662	12	13	extreme	extreme	ADJ
fbem-27662	12	14	weather	weather	NOUN
fbem-27662	12	15	events	event	NOUN
fbem-27662	12	16	caused	cause	VERB
fbem-27662	12	17	by	by	ADP
fbem-27662	12	18	global	global	ADJ
fbem-27662	12	19	climate	climate	NOUN
fbem-27662	12	20	change	change	NOUN
fbem-27662	12	21	have	have	AUX
fbem-27662	12	22	also	also	ADV
fbem-27662	12	23	increased	increase	VERB
fbem-27662	12	24	the	the	DET
fbem-27662	12	25	vulnerability	vulnerability	NOUN
fbem-27662	12	26	of	of	ADP
fbem-27662	12	27	port	port	NOUN
fbem-27662	12	28	infrastructure	infrastructure	NOUN
fbem-27662	12	29	and	and	CCONJ
fbem-27662	12	30	logistics	logistic	NOUN
fbem-27662	12	31	nodes	node	NOUN
fbem-27662	12	32	,	,	PUNCT
fbem-27662	12	33	thereby	thereby	ADV
fbem-27662	12	34	increasing	increase	VERB
fbem-27662	12	35	the	the	DET
fbem-27662	12	36	uncertainty	uncertainty	NOUN
fbem-27662	12	37	and	and	CCONJ
fbem-27662	12	38	potential	potential	ADJ
fbem-27662	12	39	risks	risk	NOUN
fbem-27662	12	40	of	of	ADP
fbem-27662	12	41	the	the	DET
fbem-27662	12	42	maritime	maritime	ADJ
fbem-27662	12	43	shipping	shipping	NOUN
fbem-27662	12	44	supply	supply	NOUN
fbem-27662	12	45	chain	chain	NOUN
fbem-27662	12	46	.	.	PUNCT
fbem-27662	13	1	to	to	PART
fbem-27662	13	2	cope	cope	VERB
fbem-27662	13	3	with	with	ADP
fbem-27662	13	4	these	these	DET
fbem-27662	13	5	risks	risk	NOUN
fbem-27662	13	6	,	,	PUNCT
fbem-27662	13	7	transportation	transportation	NOUN
fbem-27662	13	8	companies	company	NOUN
fbem-27662	13	9	have	have	VERB
fbem-27662	13	10	to	to	PART
fbem-27662	13	11	increase	increase	VERB
fbem-27662	13	12	insurance	insurance	NOUN
fbem-27662	13	13	coverage	coverage	NOUN
fbem-27662	13	14	and	and	CCONJ
fbem-27662	13	15	design	design	VERB
fbem-27662	13	16	more	more	ADV
fbem-27662	13	17	rigorous	rigorous	ADJ
fbem-27662	13	18	emergency	emergency	NOUN
fbem-27662	13	19	response	response	NOUN
fbem-27662	13	20	plans	plan	VERB
fbem-27662	13	21	to	to	PART
fbem-27662	13	22	ensure	ensure	VERB
fbem-27662	13	23	the	the	DET
fbem-27662	13	24	rapid	rapid	ADJ
fbem-27662	13	25	recovery	recovery	NOUN
fbem-27662	13	26	of	of	ADP
fbem-27662	13	27	the	the	DET
fbem-27662	13	28	supply	supply	NOUN
fbem-27662	13	29	chain	chain	NOUN
fbem-27662	13	30	in	in	ADP
fbem-27662	13	31	the	the	DET
fbem-27662	13	32	event	event	NOUN
fbem-27662	13	33	of	of	ADP
fbem-27662	13	34	natural	natural	ADJ
fbem-27662	13	35	disasters	disaster	NOUN
fbem-27662	13	36	.	.	PUNCT
fbem-27662	14	1	1.2	1.2	NUM
fbem-27662	14	2	.	.	PUNCT
fbem-27662	14	3	transportation	transportation	NOUN
fbem-27662	14	4	failures	failure	NOUN
fbem-27662	14	5	among	among	ADP
fbem-27662	14	6	the	the	DET
fbem-27662	14	7	multiple	multiple	ADJ
fbem-27662	14	8	links	link	NOUN
fbem-27662	14	9	of	of	ADP
fbem-27662	14	10	the	the	DET
fbem-27662	14	11	international	international	ADJ
fbem-27662	14	12	maritime	maritime	ADJ
fbem-27662	14	13	shipping	shipping	NOUN
fbem-27662	14	14	supply	supply	NOUN
fbem-27662	14	15	chain	chain	NOUN
fbem-27662	14	16	,	,	PUNCT
fbem-27662	14	17	transportation	transportation	NOUN
fbem-27662	14	18	failures	failure	NOUN
fbem-27662	14	19	are	be	AUX
fbem-27662	14	20	one	one	NUM
fbem-27662	14	21	of	of	ADP
fbem-27662	14	22	the	the	DET
fbem-27662	14	23	important	important	ADJ
fbem-27662	14	24	risks	risk	NOUN
fbem-27662	14	25	that	that	PRON
fbem-27662	14	26	lead	lead	VERB
fbem-27662	14	27	to	to	ADP
fbem-27662	14	28	disruptions	disruption	NOUN
fbem-27662	14	29	.	.	PUNCT
fbem-27662	15	1	such	such	ADJ
fbem-27662	15	2	failures	failure	NOUN
fbem-27662	15	3	often	often	ADV
fbem-27662	15	4	stem	stem	VERB
fbem-27662	15	5	from	from	ADP
fbem-27662	15	6	problems	problem	NOUN
fbem-27662	15	7	such	such	ADJ
fbem-27662	15	8	as	as	ADP
fbem-27662	15	9	mechanical	mechanical	ADJ
fbem-27662	15	10	system	system	NOUN
fbem-27662	15	11	failures	failure	NOUN
fbem-27662	15	12	of	of	ADP
fbem-27662	15	13	cargo	cargo	NOUN
fbem-27662	15	14	ships	ship	NOUN
fbem-27662	15	15	,	,	PUNCT
fbem-27662	15	16	severe	severe	ADJ
fbem-27662	15	17	weather	weather	NOUN
fbem-27662	15	18	at	at	ADP
fbem-27662	15	19	sea	sea	NOUN
fbem-27662	15	20	,	,	PUNCT
fbem-27662	15	21	navigation	navigation	NOUN
fbem-27662	15	22	errors	error	NOUN
fbem-27662	15	23	,	,	PUNCT
fbem-27662	15	24	and	and	CCONJ
fbem-27662	15	25	overloading	overloading	NOUN
fbem-27662	15	26	of	of	ADP
fbem-27662	15	27	containers	container	NOUN
fbem-27662	15	28	.	.	PUNCT
fbem-27662	16	1	mechanical	mechanical	ADJ
fbem-27662	16	2	failures	failure	NOUN
fbem-27662	16	3	of	of	ADP
fbem-27662	16	4	ships	ship	NOUN
fbem-27662	16	5	,	,	PUNCT
fbem-27662	16	6	especially	especially	ADV
fbem-27662	16	7	problems	problem	NOUN
fbem-27662	16	8	with	with	ADP
fbem-27662	16	9	the	the	DET
fbem-27662	16	10	main	main	ADJ
fbem-27662	16	11	engine	engine	NOUN
fbem-27662	16	12	and	and	CCONJ
fbem-27662	16	13	auxiliary	auxiliary	ADJ
fbem-27662	16	14	engines	engine	NOUN
fbem-27662	16	15	,	,	PUNCT
fbem-27662	16	16	can	can	AUX
fbem-27662	16	17	cause	cause	VERB
fbem-27662	16	18	ships	ship	NOUN
fbem-27662	16	19	to	to	PART
fbem-27662	16	20	lose	lose	VERB
fbem-27662	16	21	power	power	NOUN
fbem-27662	16	22	and	and	CCONJ
fbem-27662	16	23	be	be	AUX
fbem-27662	16	24	unable	unable	ADJ
fbem-27662	16	25	to	to	PART
fbem-27662	16	26	continue	continue	VERB
fbem-27662	16	27	sailing	sail	VERB
fbem-27662	16	28	or	or	CCONJ
fbem-27662	16	29	require	require	VERB
fbem-27662	16	30	emergency	emergency	NOUN
fbem-27662	16	31	repairs	repair	NOUN
fbem-27662	16	32	.	.	PUNCT
fbem-27662	17	1	failures	failure	NOUN
fbem-27662	17	2	at	at	ADP
fbem-27662	17	3	sea	sea	NOUN
fbem-27662	17	4	occur	occur	VERB
fbem-27662	17	5	frequently	frequently	ADV
fbem-27662	17	6	.	.	PUNCT
fbem-27662	18	1	according	accord	VERB
fbem-27662	18	2	to	to	ADP
fbem-27662	18	3	statistics	statistic	NOUN
fbem-27662	18	4	,	,	PUNCT
fbem-27662	18	5	the	the	DET
fbem-27662	18	6	average	average	ADJ
fbem-27662	18	7	number	number	NOUN
fbem-27662	18	8	of	of	ADP
fbem-27662	18	9	events	event	NOUN
fbem-27662	18	10	where	where	SCONJ
fbem-27662	18	11	ships	ship	NOUN
fbem-27662	18	12	need	need	VERB
fbem-27662	18	13	to	to	PART
fbem-27662	18	14	leave	leave	VERB
fbem-27662	18	15	the	the	DET
fbem-27662	18	16	shipping	shipping	NOUN
fbem-27662	18	17	route	route	NOUN
fbem-27662	18	18	for	for	ADP
fbem-27662	18	19	rescue	rescue	NOUN
fbem-27662	18	20	or	or	CCONJ
fbem-27662	18	21	repair	repair	NOUN
fbem-27662	18	22	due	due	ADJ
fbem-27662	18	23	to	to	ADP
fbem-27662	18	24	main	main	ADJ
fbem-27662	18	25	engine	engine	NOUN
fbem-27662	18	26	failures	failure	NOUN
fbem-27662	18	27	exceeds	exceed	VERB
fbem-27662	18	28	200	200	NUM
fbem-27662	18	29	per	per	ADP
fbem-27662	18	30	year	year	NOUN
fbem-27662	18	31	.	.	PUNCT
fbem-27662	19	1	in	in	ADP
fbem-27662	19	2	addition	addition	NOUN
fbem-27662	19	3	,	,	PUNCT
fbem-27662	19	4	failures	failure	NOUN
fbem-27662	19	5	of	of	ADP
fbem-27662	19	6	automation	automation	NOUN
fbem-27662	19	7	systems	system	NOUN
fbem-27662	19	8	may	may	AUX
fbem-27662	19	9	also	also	ADV
fbem-27662	19	10	trigger	trigger	VERB
fbem-27662	19	11	potential	potential	ADJ
fbem-27662	19	12	risks	risk	NOUN
fbem-27662	19	13	.	.	PUNCT
fbem-27662	20	1	for	for	ADP
fbem-27662	20	2	example	example	NOUN
fbem-27662	20	3	,	,	PUNCT
fbem-27662	20	4	the	the	DET
fbem-27662	20	5	failure	failure	NOUN
fbem-27662	20	6	of	of	ADP
fbem-27662	20	7	the	the	DET
fbem-27662	20	8	navigation	navigation	NOUN
fbem-27662	20	9	system	system	NOUN
fbem-27662	20	10	may	may	AUX
fbem-27662	20	11	lead	lead	VERB
fbem-27662	20	12	to	to	ADP
fbem-27662	20	13	deviation	deviation	NOUN
fbem-27662	20	14	from	from	ADP
fbem-27662	20	15	the	the	DET
fbem-27662	20	16	shipping	shipping	NOUN
fbem-27662	20	17	route	route	NOUN
fbem-27662	20	18	or	or	CCONJ
fbem-27662	20	19	even	even	ADV
fbem-27662	20	20	grounding	ground	VERB
fbem-27662	20	21	accidents	accident	NOUN
fbem-27662	20	22	[	[	X
fbem-27662	20	23	2	2	NUM
fbem-27662	20	24	]	]	PUNCT
fbem-27662	20	25	.	.	PUNCT
fbem-27662	21	1	the	the	DET
fbem-27662	21	2	problem	problem	NOUN
fbem-27662	21	3	of	of	ADP
fbem-27662	21	4	container	container	NOUN
fbem-27662	21	5	overloading	overloading	NOUN
fbem-27662	21	6	can	can	AUX
fbem-27662	21	7	not	not	PART
fbem-27662	21	8	be	be	AUX
fbem-27662	21	9	ignored	ignore	VERB
fbem-27662	21	10	either	either	ADV
fbem-27662	21	11	.	.	PUNCT
fbem-27662	22	1	the	the	DET
fbem-27662	22	2	resulting	result	VERB
fbem-27662	22	3	center	center	NOUN
fbem-27662	22	4	of	of	ADP
fbem-27662	22	5	gravity	gravity	NOUN
fbem-27662	22	6	shift	shift	NOUN
fbem-27662	22	7	will	will	AUX
fbem-27662	22	8	increase	increase	VERB
fbem-27662	22	9	the	the	DET
fbem-27662	22	10	risk	risk	NOUN
fbem-27662	22	11	of	of	ADP
fbem-27662	22	12	capsizing	capsize	VERB
fbem-27662	22	13	in	in	ADP
fbem-27662	22	14	bad	bad	ADJ
fbem-27662	22	15	weather	weather	NOUN
fbem-27662	22	16	conditions	condition	NOUN
fbem-27662	22	17	.	.	PUNCT
fbem-27662	23	1	therefore	therefore	ADV
fbem-27662	23	2	,	,	PUNCT
fbem-27662	23	3	in	in	ADP
fbem-27662	23	4	response	response	NOUN
fbem-27662	23	5	to	to	ADP
fbem-27662	23	6	these	these	DET
fbem-27662	23	7	risk	risk	NOUN
fbem-27662	23	8	factors	factor	NOUN
fbem-27662	23	9	,	,	PUNCT
fbem-27662	23	10	shipping	shipping	NOUN
fbem-27662	23	11	companies	company	NOUN
fbem-27662	23	12	also	also	ADV
fbem-27662	23	13	need	need	VERB
fbem-27662	23	14	to	to	PART
fbem-27662	23	15	conduct	conduct	VERB
fbem-27662	23	16	regular	regular	ADJ
fbem-27662	23	17	ship	ship	NOUN
fbem-27662	23	18	maintenance	maintenance	NOUN
fbem-27662	23	19	to	to	PART
fbem-27662	23	20	ensure	ensure	VERB
fbem-27662	23	21	operational	operational	ADJ
fbem-27662	23	22	efficiency	efficiency	NOUN
fbem-27662	23	23	,	,	PUNCT
fbem-27662	23	24	formulate	formulate	VERB
fbem-27662	23	25	strict	strict	ADJ
fbem-27662	23	26	loading	loading	NOUN
fbem-27662	23	27	standards	standard	NOUN
fbem-27662	23	28	to	to	PART
fbem-27662	23	29	avoid	avoid	VERB
fbem-27662	23	30	loading	loading	NOUN
fbem-27662	23	31	errors	error	NOUN
fbem-27662	23	32	,	,	PUNCT
fbem-27662	23	33	and	and	CCONJ
fbem-27662	23	34	invest	invest	VERB
fbem-27662	23	35	in	in	ADP
fbem-27662	23	36	advanced	advanced	ADJ
fbem-27662	23	37	navigation	navigation	NOUN
fbem-27662	23	38	and	and	CCONJ
fbem-27662	23	39	automation	automation	NOUN
fbem-27662	23	40	equipment	equipment	NOUN
fbem-27662	23	41	to	to	PART
fbem-27662	23	42	enhance	enhance	VERB
fbem-27662	23	43	the	the	DET
fbem-27662	23	44	safety	safety	NOUN
fbem-27662	23	45	and	and	CCONJ
fbem-27662	23	46	stability	stability	NOUN
fbem-27662	23	47	of	of	ADP
fbem-27662	23	48	ships	ship	NOUN
fbem-27662	23	49	at	at	ADP
fbem-27662	23	50	sea	sea	NOUN
fbem-27662	23	51	.	.	PUNCT
fbem-27662	24	1	in	in	ADP
fbem-27662	24	2	addition	addition	NOUN
fbem-27662	24	3	,	,	PUNCT
fbem-27662	24	4	ensuring	ensure	VERB
fbem-27662	24	5	rapid	rapid	ADJ
fbem-27662	24	6	repair	repair	NOUN
fbem-27662	24	7	and	and	CCONJ
fbem-27662	24	8	restoration	restoration	NOUN
fbem-27662	24	9	of	of	ADP
fbem-27662	24	10	the	the	DET
fbem-27662	24	11	supply	supply	NOUN
fbem-27662	24	12	chain	chain	NOUN
fbem-27662	24	13	when	when	SCONJ
fbem-27662	24	14	transportation	transportation	NOUN
fbem-27662	24	15	failures	failure	NOUN
fbem-27662	24	16	occur	occur	VERB
fbem-27662	24	17	is	be	AUX
fbem-27662	24	18	the	the	DET
fbem-27662	24	19	key	key	NOUN
fbem-27662	24	20	to	to	ADP
fbem-27662	24	21	managing	manage	VERB
fbem-27662	24	22	risks	risk	NOUN
fbem-27662	24	23	.	.	PUNCT
fbem-27662	25	1	establishing	establish	VERB
fbem-27662	25	2	emergency	emergency	NOUN
fbem-27662	25	3	plans	plan	NOUN
fbem-27662	25	4	and	and	CCONJ
fbem-27662	25	5	rapid	rapid	ADJ
fbem-27662	25	6	response	response	NOUN
fbem-27662	25	7	mechanisms	mechanism	NOUN
fbem-27662	25	8	is	be	AUX
fbem-27662	25	9	also	also	ADV
fbem-27662	25	10	an	an	DET
fbem-27662	25	11	indispensable	indispensable	ADJ
fbem-27662	25	12	part	part	NOUN
fbem-27662	25	13	of	of	ADP
fbem-27662	25	14	preventing	prevent	VERB
fbem-27662	25	15	supply	supply	NOUN
fbem-27662	25	16	chain	chain	NOUN
fbem-27662	25	17	disruptions	disruption	NOUN
fbem-27662	25	18	.	.	PUNCT
fbem-27662	26	1	1.3	1.3	NUM
fbem-27662	26	2	.	.	PUNCT
fbem-27662	27	1	workers	worker	NOUN
fbem-27662	27	2	'	'	PART
fbem-27662	27	3	strikes	strike	NOUN
fbem-27662	27	4	workers	worker	NOUN
fbem-27662	27	5	'	'	PART
fbem-27662	27	6	strikes	strike	NOUN
fbem-27662	27	7	are	be	AUX
fbem-27662	27	8	one	one	NUM
fbem-27662	27	9	of	of	ADP
fbem-27662	27	10	the	the	DET
fbem-27662	27	11	risks	risk	NOUN
fbem-27662	27	12	that	that	PRON
fbem-27662	27	13	lead	lead	VERB
fbem-27662	27	14	to	to	ADP
fbem-27662	27	15	disruptions	disruption	NOUN
fbem-27662	27	16	in	in	ADP
fbem-27662	27	17	the	the	DET
fbem-27662	27	18	international	international	ADJ
fbem-27662	27	19	maritime	maritime	ADJ
fbem-27662	27	20	shipping	shipping	NOUN
fbem-27662	27	21	supply	supply	NOUN
fbem-27662	27	22	chain	chain	NOUN
fbem-27662	27	23	,	,	PUNCT
fbem-27662	27	24	and	and	CCONJ
fbem-27662	27	25	their	their	PRON
fbem-27662	27	26	impact	impact	NOUN
fbem-27662	27	27	can	can	AUX
fbem-27662	27	28	not	not	PART
fbem-27662	27	29	be	be	AUX
fbem-27662	27	30	underestimated	underestimate	VERB
fbem-27662	27	31	.	.	PUNCT
fbem-27662	28	1	in	in	ADP
fbem-27662	28	2	the	the	DET
fbem-27662	28	3	maritime	maritime	ADJ
fbem-27662	28	4	shipping	shipping	NOUN
fbem-27662	28	5	field	field	NOUN
fbem-27662	28	6	,	,	PUNCT
fbem-27662	28	7	workers	worker	NOUN
fbem-27662	28	8	mainly	mainly	ADV
fbem-27662	28	9	include	include	VERB
fbem-27662	28	10	crew	crew	NOUN
fbem-27662	28	11	members	member	NOUN
fbem-27662	28	12	,	,	PUNCT
fbem-27662	28	13	port	port	NOUN
fbem-27662	28	14	loading	loading	NOUN
fbem-27662	28	15	and	and	CCONJ
fbem-27662	28	16	unloading	unload	VERB
fbem-27662	28	17	workers	worker	NOUN
fbem-27662	28	18	,	,	PUNCT
fbem-27662	28	19	and	and	CCONJ
fbem-27662	28	20	logistics	logistic	NOUN
fbem-27662	28	21	distributors	distributor	NOUN
fbem-27662	28	22	.	.	PUNCT
fbem-27662	29	1	among	among	ADP
fbem-27662	29	2	them	they	PRON
fbem-27662	29	3	,	,	PUNCT
fbem-27662	29	4	strikes	strike	NOUN
fbem-27662	29	5	by	by	ADP
fbem-27662	29	6	crew	crew	NOUN
fbem-27662	29	7	members	member	NOUN
fbem-27662	29	8	will	will	AUX
fbem-27662	29	9	directly	directly	ADV
fbem-27662	29	10	affect	affect	VERB
fbem-27662	29	11	the	the	DET
fbem-27662	29	12	normal	normal	ADJ
fbem-27662	29	13	operation	operation	NOUN
fbem-27662	29	14	of	of	ADP
fbem-27662	29	15	ships	ship	NOUN
fbem-27662	29	16	,	,	PUNCT
fbem-27662	29	17	and	and	CCONJ
fbem-27662	29	18	products	product	NOUN
fbem-27662	29	19	and	and	CCONJ
fbem-27662	29	20	materials	material	NOUN
fbem-27662	29	21	stranded	strand	VERB
fbem-27662	29	22	at	at	ADP
fbem-27662	29	23	the	the	DET
fbem-27662	29	24	port	port	NOUN
fbem-27662	29	25	can	can	AUX
fbem-27662	29	26	not	not	PART
fbem-27662	29	27	be	be	AUX
fbem-27662	29	28	transported	transport	VERB
fbem-27662	29	29	to	to	ADP
fbem-27662	29	30	the	the	DET
fbem-27662	29	31	destination	destination	NOUN
fbem-27662	29	32	on	on	ADP
fbem-27662	29	33	time	time	NOUN
fbem-27662	29	34	;	;	PUNCT
fbem-27662	29	35	strikes	strike	NOUN
fbem-27662	29	36	by	by	ADP
fbem-27662	29	37	loading	load	VERB
fbem-27662	29	38	and	and	CCONJ
fbem-27662	29	39	unloading	unloading	NOUN
fbem-27662	29	40	workers	worker	NOUN
fbem-27662	29	41	will	will	AUX
fbem-27662	29	42	affect	affect	VERB
fbem-27662	29	43	the	the	DET
fbem-27662	29	44	operational	operational	ADJ
fbem-27662	29	45	efficiency	efficiency	NOUN
fbem-27662	29	46	of	of	ADP
fbem-27662	29	47	the	the	DET
fbem-27662	29	48	port	port	NOUN
fbem-27662	29	49	,	,	PUNCT
fbem-27662	29	50	thereby	thereby	ADV
fbem-27662	29	51	delaying	delay	VERB
fbem-27662	29	52	the	the	DET
fbem-27662	29	53	time	time	NOUN
fbem-27662	29	54	for	for	SCONJ
fbem-27662	29	55	ships	ship	NOUN
fbem-27662	29	56	to	to	PART
fbem-27662	29	57	berth	berth	VERB
fbem-27662	29	58	and	and	CCONJ
fbem-27662	29	59	depart	depart	VERB
fbem-27662	29	60	,	,	PUNCT
fbem-27662	29	61	and	and	CCONJ
fbem-27662	29	62	prolonging	prolong	VERB
fbem-27662	29	63	the	the	DET
fbem-27662	29	64	cargo	cargo	NOUN
fbem-27662	29	65	turnover	turnover	NOUN
fbem-27662	29	66	cycle	cycle	NOUN
fbem-27662	29	67	;	;	PUNCT
fbem-27662	29	68	176	176	NUM
fbem-27662	29	69	strikes	strike	NOUN
fbem-27662	29	70	by	by	ADP
fbem-27662	29	71	logistics	logistic	NOUN
fbem-27662	29	72	distributors	distributor	NOUN
fbem-27662	29	73	may	may	AUX
fbem-27662	29	74	make	make	VERB
fbem-27662	29	75	it	it	PRON
fbem-27662	29	76	difficult	difficult	ADJ
fbem-27662	29	77	to	to	PART
fbem-27662	29	78	complete	complete	VERB
fbem-27662	29	79	the	the	DET
fbem-27662	29	80	last	last	ADJ
fbem-27662	29	81	-	-	PUNCT
fbem-27662	29	82	mile	mile	NOUN
fbem-27662	29	83	distribution	distribution	NOUN
fbem-27662	29	84	,	,	PUNCT
fbem-27662	29	85	making	make	VERB
fbem-27662	29	86	it	it	PRON
fbem-27662	29	87	impossible	impossible	ADJ
fbem-27662	29	88	for	for	SCONJ
fbem-27662	29	89	goods	good	NOUN
fbem-27662	29	90	to	to	PART
fbem-27662	29	91	be	be	AUX
fbem-27662	29	92	delivered	deliver	VERB
fbem-27662	29	93	to	to	PART
fbem-27662	29	94	end	end	VERB
fbem-27662	29	95	users	user	NOUN
fbem-27662	29	96	in	in	ADP
fbem-27662	29	97	a	a	DET
fbem-27662	29	98	timely	timely	ADJ
fbem-27662	29	99	manner	manner	NOUN
fbem-27662	29	100	.	.	PUNCT
fbem-27662	30	1	the	the	DET
fbem-27662	30	2	reasons	reason	NOUN
fbem-27662	30	3	for	for	ADP
fbem-27662	30	4	strikes	strike	NOUN
fbem-27662	30	5	are	be	AUX
fbem-27662	30	6	complex	complex	ADJ
fbem-27662	30	7	and	and	CCONJ
fbem-27662	30	8	diverse	diverse	ADJ
fbem-27662	30	9	,	,	PUNCT
fbem-27662	30	10	including	include	VERB
fbem-27662	30	11	wage	wage	NOUN
fbem-27662	30	12	and	and	CCONJ
fbem-27662	30	13	treatment	treatment	NOUN
fbem-27662	30	14	issues	issue	NOUN
fbem-27662	30	15	,	,	PUNCT
fbem-27662	30	16	as	as	ADV
fbem-27662	30	17	well	well	ADV
fbem-27662	30	18	as	as	ADP
fbem-27662	30	19	disputes	dispute	NOUN
fbem-27662	30	20	over	over	ADP
fbem-27662	30	21	labor	labor	NOUN
fbem-27662	30	22	conditions	condition	NOUN
fbem-27662	30	23	and	and	CCONJ
fbem-27662	30	24	working	working	NOUN
fbem-27662	30	25	hours	hour	NOUN
fbem-27662	30	26	.	.	PUNCT
fbem-27662	31	1	once	once	SCONJ
fbem-27662	31	2	it	it	PRON
fbem-27662	31	3	occurs	occur	VERB
fbem-27662	31	4	,	,	PUNCT
fbem-27662	31	5	the	the	DET
fbem-27662	31	6	direct	direct	ADJ
fbem-27662	31	7	result	result	NOUN
fbem-27662	31	8	is	be	AUX
fbem-27662	31	9	usually	usually	ADV
fbem-27662	31	10	the	the	DET
fbem-27662	31	11	interruption	interruption	NOUN
fbem-27662	31	12	of	of	ADP
fbem-27662	31	13	supply	supply	NOUN
fbem-27662	31	14	chain	chain	NOUN
fbem-27662	31	15	services	service	NOUN
fbem-27662	31	16	,	,	PUNCT
fbem-27662	31	17	causing	cause	VERB
fbem-27662	31	18	poor	poor	ADJ
fbem-27662	31	19	circulation	circulation	NOUN
fbem-27662	31	20	of	of	ADP
fbem-27662	31	21	goods	good	NOUN
fbem-27662	31	22	,	,	PUNCT
fbem-27662	31	23	and	and	CCONJ
fbem-27662	31	24	the	the	DET
fbem-27662	31	25	indirect	indirect	ADJ
fbem-27662	31	26	impact	impact	NOUN
fbem-27662	31	27	may	may	AUX
fbem-27662	31	28	lead	lead	VERB
fbem-27662	31	29	to	to	ADP
fbem-27662	31	30	the	the	DET
fbem-27662	31	31	obstruction	obstruction	NOUN
fbem-27662	31	32	of	of	ADP
fbem-27662	31	33	the	the	DET
fbem-27662	31	34	production	production	NOUN
fbem-27662	31	35	plans	plan	NOUN
fbem-27662	31	36	of	of	ADP
fbem-27662	31	37	upstream	upstream	ADJ
fbem-27662	31	38	and	and	CCONJ
fbem-27662	31	39	downstream	downstream	ADJ
fbem-27662	31	40	enterprises	enterprise	NOUN
fbem-27662	31	41	in	in	ADP
fbem-27662	31	42	the	the	DET
fbem-27662	31	43	industrial	industrial	ADJ
fbem-27662	31	44	chain	chain	NOUN
fbem-27662	31	45	,	,	PUNCT
fbem-27662	31	46	deteriorating	deteriorate	VERB
fbem-27662	31	47	the	the	DET
fbem-27662	31	48	market	market	NOUN
fbem-27662	31	49	supply	supply	NOUN
fbem-27662	31	50	and	and	CCONJ
fbem-27662	31	51	demand	demand	NOUN
fbem-27662	31	52	relationship	relationship	NOUN
fbem-27662	31	53	,	,	PUNCT
fbem-27662	31	54	and	and	CCONJ
fbem-27662	31	55	causing	cause	VERB
fbem-27662	31	56	fluctuations	fluctuation	NOUN
fbem-27662	31	57	in	in	ADP
fbem-27662	31	58	commodity	commodity	NOUN
fbem-27662	31	59	prices	price	NOUN
fbem-27662	31	60	.	.	PUNCT
fbem-27662	32	1	against	against	ADP
fbem-27662	32	2	the	the	DET
fbem-27662	32	3	background	background	NOUN
fbem-27662	32	4	of	of	ADP
fbem-27662	32	5	global	global	ADJ
fbem-27662	32	6	economic	economic	ADJ
fbem-27662	32	7	integration	integration	NOUN
fbem-27662	32	8	,	,	PUNCT
fbem-27662	32	9	the	the	DET
fbem-27662	32	10	disruption	disruption	NOUN
fbem-27662	32	11	of	of	ADP
fbem-27662	32	12	the	the	DET
fbem-27662	32	13	international	international	ADJ
fbem-27662	32	14	maritime	maritime	ADJ
fbem-27662	32	15	shipping	shipping	NOUN
fbem-27662	32	16	supply	supply	NOUN
fbem-27662	32	17	chain	chain	NOUN
fbem-27662	32	18	will	will	AUX
fbem-27662	32	19	affect	affect	VERB
fbem-27662	32	20	the	the	DET
fbem-27662	32	21	production	production	NOUN
fbem-27662	32	22	and	and	CCONJ
fbem-27662	32	23	sales	sale	NOUN
fbem-27662	32	24	of	of	ADP
fbem-27662	32	25	multinational	multinational	ADJ
fbem-27662	32	26	companies	company	NOUN
fbem-27662	32	27	and	and	CCONJ
fbem-27662	32	28	affect	affect	VERB
fbem-27662	32	29	the	the	DET
fbem-27662	32	30	global	global	ADJ
fbem-27662	32	31	market	market	NOUN
fbem-27662	32	32	pattern	pattern	NOUN
fbem-27662	32	33	.	.	PUNCT
fbem-27662	33	1	past	past	ADJ
fbem-27662	33	2	cases	case	NOUN
fbem-27662	33	3	have	have	AUX
fbem-27662	33	4	shown	show	VERB
fbem-27662	33	5	that	that	SCONJ
fbem-27662	33	6	strike	strike	NOUN
fbem-27662	33	7	activities	activity	NOUN
fbem-27662	33	8	on	on	ADP
fbem-27662	33	9	important	important	ADJ
fbem-27662	33	10	shipping	shipping	NOUN
fbem-27662	33	11	routes	route	NOUN
fbem-27662	33	12	usually	usually	ADV
fbem-27662	33	13	cause	cause	VERB
fbem-27662	33	14	economic	economic	ADJ
fbem-27662	33	15	losses	loss	NOUN
fbem-27662	33	16	ranging	range	VERB
fbem-27662	33	17	from	from	ADP
fbem-27662	33	18	millions	million	NOUN
fbem-27662	33	19	to	to	ADP
fbem-27662	33	20	billions	billion	NOUN
fbem-27662	33	21	of	of	ADP
fbem-27662	33	22	yuan	yuan	NOUN
fbem-27662	33	23	,	,	PUNCT
fbem-27662	33	24	indicating	indicate	VERB
fbem-27662	33	25	that	that	SCONJ
fbem-27662	33	26	its	its	PRON
fbem-27662	33	27	potential	potential	ADJ
fbem-27662	33	28	destructive	destructive	ADJ
fbem-27662	33	29	power	power	NOUN
fbem-27662	33	30	is	be	AUX
fbem-27662	33	31	very	very	ADV
fbem-27662	33	32	huge	huge	ADJ
fbem-27662	33	33	.	.	PUNCT
fbem-27662	34	1	to	to	PART
fbem-27662	34	2	reduce	reduce	VERB
fbem-27662	34	3	supply	supply	NOUN
fbem-27662	34	4	chain	chain	NOUN
fbem-27662	34	5	risks	risk	NOUN
fbem-27662	34	6	,	,	PUNCT
fbem-27662	34	7	shipping	shipping	NOUN
fbem-27662	34	8	companies	company	NOUN
fbem-27662	34	9	and	and	CCONJ
fbem-27662	34	10	port	port	NOUN
fbem-27662	34	11	operators	operator	NOUN
fbem-27662	34	12	need	need	VERB
fbem-27662	34	13	to	to	PART
fbem-27662	34	14	formulate	formulate	VERB
fbem-27662	34	15	detailed	detailed	ADJ
fbem-27662	34	16	response	response	NOUN
fbem-27662	34	17	plans	plan	NOUN
fbem-27662	34	18	and	and	CCONJ
fbem-27662	34	19	reduce	reduce	VERB
fbem-27662	34	20	potential	potential	ADJ
fbem-27662	34	21	losses	loss	NOUN
fbem-27662	34	22	through	through	ADP
fbem-27662	34	23	strategies	strategy	NOUN
fbem-27662	34	24	such	such	ADJ
fbem-27662	34	25	as	as	ADP
fbem-27662	34	26	advance	advance	NOUN
fbem-27662	34	27	negotiations	negotiation	NOUN
fbem-27662	34	28	,	,	PUNCT
fbem-27662	34	29	increasing	increase	VERB
fbem-27662	34	30	alternative	alternative	ADJ
fbem-27662	34	31	labor	labor	NOUN
fbem-27662	34	32	forces	force	NOUN
fbem-27662	34	33	,	,	PUNCT
fbem-27662	34	34	and	and	CCONJ
fbem-27662	34	35	multichannel	multichannel	PROPN
fbem-27662	34	36	logistics	logistic	NOUN
fbem-27662	34	37	planning	planning	NOUN
fbem-27662	34	38	before	before	SCONJ
fbem-27662	34	39	the	the	DET
fbem-27662	34	40	risk	risk	NOUN
fbem-27662	34	41	of	of	ADP
fbem-27662	34	42	workers	worker	NOUN
fbem-27662	34	43	'	'	PART
fbem-27662	34	44	strikes	strike	NOUN
fbem-27662	34	45	occurs	occur	VERB
fbem-27662	34	46	.	.	PUNCT
fbem-27662	35	1	in	in	ADP
fbem-27662	35	2	addition	addition	NOUN
fbem-27662	35	3	,	,	PUNCT
fbem-27662	35	4	in	in	ADP
fbem-27662	35	5	the	the	DET
fbem-27662	35	6	long	long	ADJ
fbem-27662	35	7	term	term	NOUN
fbem-27662	35	8	,	,	PUNCT
fbem-27662	35	9	measures	measure	NOUN
fbem-27662	35	10	such	such	ADJ
fbem-27662	35	11	as	as	ADP
fbem-27662	35	12	improving	improve	VERB
fbem-27662	35	13	employees	employee	NOUN
fbem-27662	35	14	'	'	PART
fbem-27662	35	15	working	working	NOUN
fbem-27662	35	16	conditions	condition	NOUN
fbem-27662	35	17	and	and	CCONJ
fbem-27662	35	18	adjusting	adjust	VERB
fbem-27662	35	19	the	the	DET
fbem-27662	35	20	salary	salary	NOUN
fbem-27662	35	21	and	and	CCONJ
fbem-27662	35	22	welfare	welfare	NOUN
fbem-27662	35	23	structure	structure	NOUN
fbem-27662	35	24	can	can	AUX
fbem-27662	35	25	also	also	ADV
fbem-27662	35	26	help	help	VERB
fbem-27662	35	27	resolve	resolve	VERB
fbem-27662	35	28	the	the	DET
fbem-27662	35	29	root	root	NOUN
fbem-27662	35	30	causes	cause	NOUN
fbem-27662	35	31	of	of	ADP
fbem-27662	35	32	workers	worker	NOUN
fbem-27662	35	33	'	'	PART
fbem-27662	35	34	strikes	strike	NOUN
fbem-27662	35	35	,	,	PUNCT
fbem-27662	35	36	thereby	thereby	ADV
fbem-27662	35	37	fundamentally	fundamentally	ADV
fbem-27662	35	38	reducing	reduce	VERB
fbem-27662	35	39	the	the	DET
fbem-27662	35	40	disruption	disruption	NOUN
fbem-27662	35	41	risks	risk	NOUN
fbem-27662	35	42	brought	bring	VERB
fbem-27662	35	43	by	by	ADP
fbem-27662	35	44	workers	worker	NOUN
fbem-27662	35	45	'	'	PART
fbem-27662	35	46	strikes	strike	NOUN
fbem-27662	35	47	to	to	ADP
fbem-27662	35	48	the	the	DET
fbem-27662	35	49	maritime	maritime	ADJ
fbem-27662	35	50	shipping	shipping	NOUN
fbem-27662	35	51	supply	supply	NOUN
fbem-27662	35	52	chain	chain	NOUN
fbem-27662	35	53	.	.	PUNCT
fbem-27662	36	1	1.4	1.4	NUM
fbem-27662	36	2	.	.	PUNCT
fbem-27662	37	1	geopolitical	geopolitical	ADJ
fbem-27662	37	2	instability	instability	NOUN
fbem-27662	37	3	under	under	ADP
fbem-27662	37	4	political	political	ADJ
fbem-27662	37	5	turmoil	turmoil	NOUN
fbem-27662	37	6	and	and	CCONJ
fbem-27662	37	7	geopolitical	geopolitical	ADJ
fbem-27662	37	8	instability	instability	NOUN
fbem-27662	37	9	factors	factor	NOUN
fbem-27662	37	10	,	,	PUNCT
fbem-27662	37	11	the	the	DET
fbem-27662	37	12	disruption	disruption	NOUN
fbem-27662	37	13	risk	risk	NOUN
fbem-27662	37	14	of	of	ADP
fbem-27662	37	15	the	the	DET
fbem-27662	37	16	international	international	ADJ
fbem-27662	37	17	maritime	maritime	ADJ
fbem-27662	37	18	shipping	shipping	NOUN
fbem-27662	37	19	supply	supply	NOUN
fbem-27662	37	20	chain	chain	NOUN
fbem-27662	37	21	significantly	significantly	ADV
fbem-27662	37	22	increases	increase	VERB
fbem-27662	37	23	.	.	PUNCT
fbem-27662	38	1	these	these	DET
fbem-27662	38	2	risks	risk	NOUN
fbem-27662	38	3	not	not	PART
fbem-27662	38	4	only	only	ADV
fbem-27662	38	5	stem	stem	VERB
fbem-27662	38	6	from	from	ADP
fbem-27662	38	7	policy	policy	NOUN
fbem-27662	38	8	changes	change	NOUN
fbem-27662	38	9	in	in	ADP
fbem-27662	38	10	a	a	DET
fbem-27662	38	11	single	single	ADJ
fbem-27662	38	12	country	country	NOUN
fbem-27662	38	13	but	but	CCONJ
fbem-27662	38	14	may	may	AUX
fbem-27662	38	15	also	also	ADV
fbem-27662	38	16	involve	involve	VERB
fbem-27662	38	17	intensified	intensify	VERB
fbem-27662	38	18	tensions	tension	NOUN
fbem-27662	38	19	among	among	ADP
fbem-27662	38	20	multiple	multiple	ADJ
fbem-27662	38	21	countries	country	NOUN
fbem-27662	38	22	,	,	PUNCT
fbem-27662	38	23	and	and	CCONJ
fbem-27662	38	24	even	even	ADV
fbem-27662	38	25	military	military	ADJ
fbem-27662	38	26	conflicts	conflict	NOUN
fbem-27662	38	27	or	or	CCONJ
fbem-27662	38	28	sanctions	sanction	NOUN
fbem-27662	38	29	[	[	X
fbem-27662	38	30	3	3	NUM
fbem-27662	38	31	]	]	PUNCT
fbem-27662	38	32	.	.	PUNCT
fbem-27662	39	1	therefore	therefore	ADV
fbem-27662	39	2	,	,	PUNCT
fbem-27662	39	3	it	it	PRON
fbem-27662	39	4	is	be	AUX
fbem-27662	39	5	crucial	crucial	ADJ
fbem-27662	39	6	to	to	PART
fbem-27662	39	7	conduct	conduct	VERB
fbem-27662	39	8	in	in	ADP
fbem-27662	39	9	-	-	PUNCT
fbem-27662	39	10	depth	depth	NOUN
fbem-27662	39	11	analysis	analysis	NOUN
fbem-27662	39	12	of	of	ADP
fbem-27662	39	13	the	the	DET
fbem-27662	39	14	risk	risk	NOUN
fbem-27662	39	15	factors	factor	NOUN
fbem-27662	39	16	and	and	CCONJ
fbem-27662	39	17	the	the	DET
fbem-27662	39	18	cost	cost	NOUN
fbem-27662	39	19	of	of	ADP
fbem-27662	39	20	risk	risk	NOUN
fbem-27662	39	21	occurrence	occurrence	NOUN
fbem-27662	39	22	of	of	ADP
fbem-27662	39	23	the	the	DET
fbem-27662	39	24	international	international	ADJ
fbem-27662	39	25	maritime	maritime	ADJ
fbem-27662	39	26	shipping	shipping	NOUN
fbem-27662	39	27	supply	supply	NOUN
fbem-27662	39	28	chain	chain	NOUN
fbem-27662	39	29	in	in	ADP
fbem-27662	39	30	a	a	DET
fbem-27662	39	31	politically	politically	ADV
fbem-27662	39	32	turbulent	turbulent	ADJ
fbem-27662	39	33	environment	environment	NOUN
fbem-27662	39	34	.	.	PUNCT
fbem-27662	40	1	taking	take	VERB
fbem-27662	40	2	international	international	ADJ
fbem-27662	40	3	shipping	shipping	NOUN
fbem-27662	40	4	lanes	lane	NOUN
fbem-27662	40	5	such	such	ADJ
fbem-27662	40	6	as	as	ADP
fbem-27662	40	7	the	the	DET
fbem-27662	40	8	south	south	PROPN
fbem-27662	40	9	china	china	PROPN
fbem-27662	40	10	sea	sea	PROPN
fbem-27662	40	11	and	and	CCONJ
fbem-27662	40	12	the	the	DET
fbem-27662	40	13	strait	strait	NOUN
fbem-27662	40	14	of	of	ADP
fbem-27662	40	15	hormuz	hormuz	PROPN
fbem-27662	40	16	as	as	ADP
fbem-27662	40	17	examples	example	NOUN
fbem-27662	40	18	,	,	PUNCT
fbem-27662	40	19	the	the	DET
fbem-27662	40	20	unstable	unstable	ADJ
fbem-27662	40	21	political	political	ADJ
fbem-27662	40	22	environment	environment	NOUN
fbem-27662	40	23	and	and	CCONJ
fbem-27662	40	24	frequent	frequent	ADJ
fbem-27662	40	25	geopolitical	geopolitical	ADJ
fbem-27662	40	26	events	event	NOUN
fbem-27662	40	27	in	in	ADP
fbem-27662	40	28	the	the	DET
fbem-27662	40	29	region	region	NOUN
fbem-27662	40	30	directly	directly	ADV
fbem-27662	40	31	lead	lead	VERB
fbem-27662	40	32	to	to	ADP
fbem-27662	40	33	freight	freight	NOUN
fbem-27662	40	34	disruptions	disruption	NOUN
fbem-27662	40	35	or	or	CCONJ
fbem-27662	40	36	detours	detour	NOUN
fbem-27662	40	37	,	,	PUNCT
fbem-27662	40	38	resulting	result	VERB
fbem-27662	40	39	in	in	ADP
fbem-27662	40	40	increased	increase	VERB
fbem-27662	40	41	transportation	transportation	NOUN
fbem-27662	40	42	costs	cost	NOUN
fbem-27662	40	43	and	and	CCONJ
fbem-27662	40	44	potential	potential	ADJ
fbem-27662	40	45	risks	risk	NOUN
fbem-27662	40	46	of	of	ADP
fbem-27662	40	47	cargo	cargo	NOUN
fbem-27662	40	48	loss	loss	NOUN
fbem-27662	40	49	and	and	CCONJ
fbem-27662	40	50	delayed	delay	VERB
fbem-27662	40	51	delivery	delivery	NOUN
fbem-27662	40	52	.	.	PUNCT
fbem-27662	41	1	according	accord	VERB
fbem-27662	41	2	to	to	ADP
fbem-27662	41	3	relevant	relevant	ADJ
fbem-27662	41	4	statistical	statistical	ADJ
fbem-27662	41	5	analysis	analysis	NOUN
fbem-27662	41	6	,	,	PUNCT
fbem-27662	41	7	transportation	transportation	NOUN
fbem-27662	41	8	delays	delay	NOUN
fbem-27662	41	9	and	and	CCONJ
fbem-27662	41	10	disruptions	disruption	NOUN
fbem-27662	41	11	caused	cause	VERB
fbem-27662	41	12	by	by	ADP
fbem-27662	41	13	political	political	ADJ
fbem-27662	41	14	factors	factor	NOUN
fbem-27662	41	15	in	in	ADP
fbem-27662	41	16	the	the	DET
fbem-27662	41	17	strait	strait	NOUN
fbem-27662	41	18	of	of	ADP
fbem-27662	41	19	hormuz	hormuz	PROPN
fbem-27662	41	20	have	have	AUX
fbem-27662	41	21	caused	cause	VERB
fbem-27662	41	22	an	an	DET
fbem-27662	41	23	average	average	ADJ
fbem-27662	41	24	economic	economic	ADJ
fbem-27662	41	25	loss	loss	NOUN
fbem-27662	41	26	of	of	ADP
fbem-27662	41	27	approximately	approximately	ADV
fbem-27662	41	28	$	$	SYM
fbem-27662	41	29	250	250	NUM
fbem-27662	41	30	million	million	NUM
fbem-27662	41	31	each	each	DET
fbem-27662	41	32	time	time	NOUN
fbem-27662	41	33	in	in	ADP
fbem-27662	41	34	the	the	DET
fbem-27662	41	35	past	past	ADJ
fbem-27662	41	36	three	three	NUM
fbem-27662	41	37	years	year	NOUN
fbem-27662	41	38	.	.	PUNCT
fbem-27662	42	1	in	in	ADP
fbem-27662	42	2	addition	addition	NOUN
fbem-27662	42	3	to	to	ADP
fbem-27662	42	4	direct	direct	ADJ
fbem-27662	42	5	economic	economic	ADJ
fbem-27662	42	6	losses	loss	NOUN
fbem-27662	42	7	,	,	PUNCT
fbem-27662	42	8	political	political	ADJ
fbem-27662	42	9	turmoil	turmoil	NOUN
fbem-27662	42	10	also	also	ADV
fbem-27662	42	11	triggers	trigger	VERB
fbem-27662	42	12	a	a	DET
fbem-27662	42	13	chain	chain	NOUN
fbem-27662	42	14	reaction	reaction	NOUN
fbem-27662	42	15	in	in	ADP
fbem-27662	42	16	multiple	multiple	ADJ
fbem-27662	42	17	links	link	NOUN
fbem-27662	42	18	of	of	ADP
fbem-27662	42	19	the	the	DET
fbem-27662	42	20	supply	supply	NOUN
fbem-27662	42	21	chain	chain	NOUN
fbem-27662	42	22	,	,	PUNCT
fbem-27662	42	23	increasing	increase	VERB
fbem-27662	42	24	the	the	DET
fbem-27662	42	25	uncertainty	uncertainty	NOUN
fbem-27662	42	26	and	and	CCONJ
fbem-27662	42	27	operational	operational	ADJ
fbem-27662	42	28	costs	cost	NOUN
fbem-27662	42	29	of	of	ADP
fbem-27662	42	30	the	the	DET
fbem-27662	42	31	supply	supply	NOUN
fbem-27662	42	32	chain	chain	NOUN
fbem-27662	42	33	.	.	PUNCT
fbem-27662	43	1	the	the	DET
fbem-27662	43	2	unstable	unstable	ADJ
fbem-27662	43	3	political	political	ADJ
fbem-27662	43	4	environment	environment	NOUN
fbem-27662	43	5	also	also	ADV
fbem-27662	43	6	greatly	greatly	ADV
fbem-27662	43	7	affects	affect	VERB
fbem-27662	43	8	trade	trade	NOUN
fbem-27662	43	9	trust	trust	NOUN
fbem-27662	43	10	in	in	ADP
fbem-27662	43	11	the	the	DET
fbem-27662	43	12	supply	supply	NOUN
fbem-27662	43	13	chain	chain	NOUN
fbem-27662	43	14	.	.	PUNCT
fbem-27662	44	1	demand	demand	NOUN
fbem-27662	44	2	and	and	CCONJ
fbem-27662	44	3	supply	supply	NOUN
fbem-27662	44	4	sides	side	NOUN
fbem-27662	44	5	may	may	AUX
fbem-27662	44	6	re	re	VERB
fbem-27662	44	7	-	-	VERB
fbem-27662	44	8	evaluate	evaluate	VERB
fbem-27662	44	9	and	and	CCONJ
fbem-27662	44	10	select	select	ADJ
fbem-27662	44	11	partners	partner	NOUN
fbem-27662	44	12	due	due	ADP
fbem-27662	44	13	to	to	ADP
fbem-27662	44	14	the	the	DET
fbem-27662	44	15	deterioration	deterioration	NOUN
fbem-27662	44	16	of	of	ADP
fbem-27662	44	17	international	international	ADJ
fbem-27662	44	18	relations	relation	NOUN
fbem-27662	44	19	,	,	PUNCT
fbem-27662	44	20	which	which	PRON
fbem-27662	44	21	poses	pose	VERB
fbem-27662	44	22	a	a	DET
fbem-27662	44	23	strategic	strategic	ADJ
fbem-27662	44	24	threat	threat	NOUN
fbem-27662	44	25	to	to	ADP
fbem-27662	44	26	the	the	DET
fbem-27662	44	27	long	long	ADJ
fbem-27662	44	28	-	-	PUNCT
fbem-27662	44	29	term	term	NOUN
fbem-27662	44	30	stability	stability	NOUN
fbem-27662	44	31	of	of	ADP
fbem-27662	44	32	the	the	DET
fbem-27662	44	33	supply	supply	NOUN
fbem-27662	44	34	chain	chain	NOUN
fbem-27662	44	35	.	.	PUNCT
fbem-27662	45	1	measured	measure	VERB
fbem-27662	45	2	by	by	ADP
fbem-27662	45	3	the	the	DET
fbem-27662	45	4	increase	increase	NOUN
fbem-27662	45	5	in	in	ADP
fbem-27662	45	6	escort	escort	NOUN
fbem-27662	45	7	fees	fee	NOUN
fbem-27662	45	8	for	for	ADP
fbem-27662	45	9	civilian	civilian	ADJ
fbem-27662	45	10	ships	ship	NOUN
fbem-27662	45	11	and	and	CCONJ
fbem-27662	45	12	insurance	insurance	NOUN
fbem-27662	45	13	premiums	premium	NOUN
fbem-27662	45	14	,	,	PUNCT
fbem-27662	45	15	insurance	insurance	NOUN
fbem-27662	45	16	premiums	premium	NOUN
fbem-27662	45	17	can	can	AUX
fbem-27662	45	18	increase	increase	VERB
fbem-27662	45	19	significantly	significantly	ADV
fbem-27662	45	20	by	by	ADP
fbem-27662	45	21	70	70	NUM
fbem-27662	45	22	%	%	NOUN
fbem-27662	45	23	before	before	ADV
fbem-27662	45	24	and	and	CCONJ
fbem-27662	45	25	after	after	ADP
fbem-27662	45	26	the	the	DET
fbem-27662	45	27	conflict	conflict	NOUN
fbem-27662	45	28	,	,	PUNCT
fbem-27662	45	29	and	and	CCONJ
fbem-27662	45	30	both	both	DET
fbem-27662	45	31	shipping	shipping	NOUN
fbem-27662	45	32	companies	company	NOUN
fbem-27662	45	33	and	and	CCONJ
fbem-27662	45	34	cargo	cargo	NOUN
fbem-27662	45	35	owners	owner	NOUN
fbem-27662	45	36	need	need	VERB
fbem-27662	45	37	to	to	PART
fbem-27662	45	38	bear	bear	VERB
fbem-27662	45	39	higher	high	ADJ
fbem-27662	45	40	additional	additional	ADJ
fbem-27662	45	41	costs	cost	NOUN
fbem-27662	45	42	.	.	PUNCT
fbem-27662	46	1	therefore	therefore	ADV
fbem-27662	46	2	,	,	PUNCT
fbem-27662	46	3	in	in	ADP
fbem-27662	46	4	the	the	DET
fbem-27662	46	5	management	management	NOUN
fbem-27662	46	6	of	of	ADP
fbem-27662	46	7	the	the	DET
fbem-27662	46	8	international	international	ADJ
fbem-27662	46	9	maritime	maritime	ADJ
fbem-27662	46	10	shipping	shipping	NOUN
fbem-27662	46	11	supply	supply	NOUN
fbem-27662	46	12	chain	chain	NOUN
fbem-27662	46	13	,	,	PUNCT
fbem-27662	46	14	it	it	PRON
fbem-27662	46	15	is	be	AUX
fbem-27662	46	16	particularly	particularly	ADV
fbem-27662	46	17	important	important	ADJ
fbem-27662	46	18	to	to	PART
fbem-27662	46	19	establish	establish	VERB
fbem-27662	46	20	a	a	DET
fbem-27662	46	21	comprehensive	comprehensive	ADJ
fbem-27662	46	22	political	political	ADJ
fbem-27662	46	23	risk	risk	NOUN
fbem-27662	46	24	assessment	assessment	NOUN
fbem-27662	46	25	system	system	NOUN
fbem-27662	46	26	,	,	PUNCT
fbem-27662	46	27	monitor	monitor	VERB
fbem-27662	46	28	the	the	DET
fbem-27662	46	29	probability	probability	NOUN
fbem-27662	46	30	of	of	ADP
fbem-27662	46	31	occurrence	occurrence	NOUN
fbem-27662	46	32	and	and	CCONJ
fbem-27662	46	33	possible	possible	ADJ
fbem-27662	46	34	degree	degree	NOUN
fbem-27662	46	35	of	of	ADP
fbem-27662	46	36	influence	influence	NOUN
fbem-27662	46	37	of	of	ADP
fbem-27662	46	38	political	political	ADJ
fbem-27662	46	39	risk	risk	NOUN
fbem-27662	46	40	events	event	NOUN
fbem-27662	46	41	,	,	PUNCT
fbem-27662	46	42	and	and	CCONJ
fbem-27662	46	43	construct	construct	VERB
fbem-27662	46	44	a	a	DET
fbem-27662	46	45	crisis	crisis	NOUN
fbem-27662	46	46	event	event	NOUN
fbem-27662	46	47	response	response	NOUN
fbem-27662	46	48	mechanism	mechanism	NOUN
fbem-27662	46	49	.	.	PUNCT
fbem-27662	47	1	in	in	ADP
fbem-27662	47	2	terms	term	NOUN
fbem-27662	47	3	of	of	ADP
fbem-27662	47	4	responding	respond	VERB
fbem-27662	47	5	to	to	ADP
fbem-27662	47	6	political	political	ADJ
fbem-27662	47	7	risk	risk	NOUN
fbem-27662	47	8	management	management	NOUN
fbem-27662	47	9	,	,	PUNCT
fbem-27662	47	10	companies	company	NOUN
fbem-27662	47	11	can	can	AUX
fbem-27662	47	12	avoid	avoid	VERB
fbem-27662	47	13	potential	potential	ADJ
fbem-27662	47	14	risks	risk	NOUN
fbem-27662	47	15	and	and	CCONJ
fbem-27662	47	16	reduce	reduce	VERB
fbem-27662	47	17	losses	loss	NOUN
fbem-27662	47	18	caused	cause	VERB
fbem-27662	47	19	by	by	ADP
fbem-27662	47	20	supply	supply	NOUN
fbem-27662	47	21	chain	chain	NOUN
fbem-27662	47	22	disruptions	disruption	NOUN
fbem-27662	47	23	through	through	ADP
fbem-27662	47	24	measures	measure	NOUN
fbem-27662	47	25	such	such	ADJ
fbem-27662	47	26	as	as	ADP
fbem-27662	47	27	multilateral	multilateral	ADJ
fbem-27662	47	28	diplomatic	diplomatic	ADJ
fbem-27662	47	29	channels	channel	NOUN
fbem-27662	47	30	,	,	PUNCT
fbem-27662	47	31	strategic	strategic	ADJ
fbem-27662	47	32	resource	resource	NOUN
fbem-27662	47	33	reserves	reserve	NOUN
fbem-27662	47	34	,	,	PUNCT
fbem-27662	47	35	and	and	CCONJ
fbem-27662	47	36	dynamic	dynamic	ADJ
fbem-27662	47	37	adjustment	adjustment	NOUN
fbem-27662	47	38	of	of	ADP
fbem-27662	47	39	shipping	shipping	NOUN
fbem-27662	47	40	route	route	NOUN
fbem-27662	47	41	planning	planning	NOUN
fbem-27662	47	42	.	.	PUNCT
fbem-27662	48	1	2	2	X
fbem-27662	48	2	.	.	X
fbem-27662	48	3	response	response	NOUN
fbem-27662	48	4	mechanisms	mechanism	NOUN
fbem-27662	48	5	for	for	ADP
fbem-27662	48	6	disruption	disruption	NOUN
fbem-27662	48	7	risks	risk	NOUN
fbem-27662	48	8	of	of	ADP
fbem-27662	48	9	international	international	ADJ
fbem-27662	48	10	maritime	maritime	ADJ
fbem-27662	48	11	shipping	shipping	NOUN
fbem-27662	48	12	supply	supply	NOUN
fbem-27662	48	13	chains	chain	NOUN
fbem-27662	48	14	2.1	2.1	NUM
fbem-27662	48	15	.	.	PUNCT
fbem-27662	49	1	establishing	establish	VERB
fbem-27662	49	2	a	a	DET
fbem-27662	49	3	supply	supply	NOUN
fbem-27662	49	4	chain	chain	NOUN
fbem-27662	49	5	disruption	disruption	NOUN
fbem-27662	49	6	risk	risk	NOUN
fbem-27662	49	7	warning	warning	NOUN
fbem-27662	49	8	system	system	NOUN
fbem-27662	49	9	to	to	PART
fbem-27662	49	10	ensure	ensure	VERB
fbem-27662	49	11	the	the	DET
fbem-27662	49	12	continuous	continuous	ADJ
fbem-27662	49	13	and	and	CCONJ
fbem-27662	49	14	stable	stable	ADJ
fbem-27662	49	15	operation	operation	NOUN
fbem-27662	49	16	of	of	ADP
fbem-27662	49	17	the	the	DET
fbem-27662	49	18	international	international	ADJ
fbem-27662	49	19	maritime	maritime	ADJ
fbem-27662	49	20	shipping	shipping	NOUN
fbem-27662	49	21	supply	supply	NOUN
fbem-27662	49	22	chain	chain	NOUN
fbem-27662	49	23	in	in	ADP
fbem-27662	49	24	the	the	DET
fbem-27662	49	25	face	face	NOUN
fbem-27662	49	26	of	of	ADP
fbem-27662	49	27	a	a	DET
fbem-27662	49	28	changing	change	VERB
fbem-27662	49	29	environment	environment	NOUN
fbem-27662	49	30	and	and	CCONJ
fbem-27662	49	31	potential	potential	ADJ
fbem-27662	49	32	threats	threat	NOUN
fbem-27662	49	33	,	,	PUNCT
fbem-27662	49	34	it	it	PRON
fbem-27662	49	35	is	be	AUX
fbem-27662	49	36	particularly	particularly	ADV
fbem-27662	49	37	crucial	crucial	ADJ
fbem-27662	49	38	to	to	PART
fbem-27662	49	39	establish	establish	VERB
fbem-27662	49	40	an	an	DET
fbem-27662	49	41	efficient	efficient	ADJ
fbem-27662	49	42	supply	supply	NOUN
fbem-27662	49	43	chain	chain	NOUN
fbem-27662	49	44	disruption	disruption	NOUN
fbem-27662	49	45	risk	risk	NOUN
fbem-27662	49	46	warning	warning	NOUN
fbem-27662	49	47	system	system	NOUN
fbem-27662	49	48	.	.	PUNCT
fbem-27662	50	1	the	the	DET
fbem-27662	50	2	core	core	NOUN
fbem-27662	50	3	of	of	ADP
fbem-27662	50	4	this	this	DET
fbem-27662	50	5	warning	warning	NOUN
fbem-27662	50	6	system	system	NOUN
fbem-27662	50	7	lies	lie	VERB
fbem-27662	50	8	in	in	ADP
fbem-27662	50	9	realtime	realtime	NOUN
fbem-27662	50	10	monitoring	monitoring	NOUN
fbem-27662	50	11	and	and	CCONJ
fbem-27662	50	12	rapid	rapid	ADJ
fbem-27662	50	13	response	response	NOUN
fbem-27662	50	14	to	to	PART
fbem-27662	50	15	risk	risk	VERB
fbem-27662	50	16	factors	factor	NOUN
fbem-27662	50	17	through	through	ADP
fbem-27662	50	18	massive	massive	ADJ
fbem-27662	50	19	data	datum	NOUN
fbem-27662	50	20	analysis	analysis	NOUN
fbem-27662	50	21	to	to	PART
fbem-27662	50	22	reduce	reduce	VERB
fbem-27662	50	23	or	or	CCONJ
fbem-27662	50	24	avoid	avoid	VERB
fbem-27662	50	25	losses	loss	NOUN
fbem-27662	50	26	.	.	PUNCT
fbem-27662	51	1	firstly	firstly	ADV
fbem-27662	51	2	,	,	PUNCT
fbem-27662	51	3	through	through	ADP
fbem-27662	51	4	deep	deep	ADJ
fbem-27662	51	5	learning	learning	NOUN
fbem-27662	51	6	algorithms	algorithm	NOUN
fbem-27662	51	7	,	,	PUNCT
fbem-27662	51	8	historical	historical	ADJ
fbem-27662	51	9	data	datum	NOUN
fbem-27662	51	10	is	be	AUX
fbem-27662	51	11	used	use	VERB
fbem-27662	51	12	to	to	PART
fbem-27662	51	13	learn	learn	VERB
fbem-27662	51	14	and	and	CCONJ
fbem-27662	51	15	identify	identify	VERB
fbem-27662	51	16	patterns	pattern	NOUN
fbem-27662	51	17	of	of	ADP
fbem-27662	51	18	risk	risk	NOUN
fbem-27662	51	19	situations	situation	NOUN
fbem-27662	51	20	,	,	PUNCT
fbem-27662	51	21	thereby	thereby	ADV
fbem-27662	51	22	achieving	achieve	VERB
fbem-27662	51	23	accurate	accurate	ADJ
fbem-27662	51	24	prediction	prediction	NOUN
fbem-27662	51	25	of	of	ADP
fbem-27662	51	26	potential	potential	ADJ
fbem-27662	51	27	disruptions	disruption	NOUN
fbem-27662	51	28	.	.	PUNCT
fbem-27662	52	1	specifically	specifically	ADV
fbem-27662	52	2	,	,	PUNCT
fbem-27662	52	3	for	for	ADP
fbem-27662	52	4	different	different	ADJ
fbem-27662	52	5	types	type	NOUN
fbem-27662	52	6	of	of	ADP
fbem-27662	52	7	risk	risk	NOUN
fbem-27662	52	8	sources	source	NOUN
fbem-27662	52	9	,	,	PUNCT
fbem-27662	52	10	such	such	ADJ
fbem-27662	52	11	as	as	ADP
fbem-27662	52	12	natural	natural	ADJ
fbem-27662	52	13	disasters	disaster	NOUN
fbem-27662	52	14	,	,	PUNCT
fbem-27662	52	15	geopolitical	geopolitical	ADJ
fbem-27662	52	16	changes	change	NOUN
fbem-27662	52	17	,	,	PUNCT
fbem-27662	52	18	and	and	CCONJ
fbem-27662	52	19	pirate	pirate	NOUN
fbem-27662	52	20	attacks	attack	NOUN
fbem-27662	52	21	,	,	PUNCT
fbem-27662	52	22	different	different	ADJ
fbem-27662	52	23	data	data	NOUN
fbem-27662	52	24	models	model	NOUN
fbem-27662	52	25	are	be	AUX
fbem-27662	52	26	constructed	construct	VERB
fbem-27662	52	27	to	to	PART
fbem-27662	52	28	generate	generate	VERB
fbem-27662	52	29	corresponding	corresponding	ADJ
fbem-27662	52	30	risk	risk	NOUN
fbem-27662	52	31	warning	warning	NOUN
fbem-27662	52	32	signals	signal	NOUN
fbem-27662	52	33	.	.	PUNCT
fbem-27662	53	1	for	for	ADP
fbem-27662	53	2	example	example	NOUN
fbem-27662	53	3	,	,	PUNCT
fbem-27662	53	4	using	use	VERB
fbem-27662	53	5	remote	remote	ADJ
fbem-27662	53	6	sensing	sense	VERB
fbem-27662	53	7	technology	technology	NOUN
fbem-27662	53	8	,	,	PUNCT
fbem-27662	53	9	real	real	ADJ
fbem-27662	53	10	-	-	PUNCT
fbem-27662	53	11	time	time	NOUN
fbem-27662	53	12	monitoring	monitoring	NOUN
fbem-27662	53	13	of	of	ADP
fbem-27662	53	14	meteorological	meteorological	ADJ
fbem-27662	53	15	conditions	condition	NOUN
fbem-27662	53	16	along	along	ADP
fbem-27662	53	17	the	the	DET
fbem-27662	53	18	route	route	NOUN
fbem-27662	53	19	can	can	AUX
fbem-27662	53	20	be	be	AUX
fbem-27662	53	21	carried	carry	VERB
fbem-27662	53	22	out	out	ADP
fbem-27662	53	23	.	.	PUNCT
fbem-27662	54	1	once	once	ADV
fbem-27662	54	2	there	there	PRON
fbem-27662	54	3	is	be	VERB
fbem-27662	54	4	a	a	DET
fbem-27662	54	5	disaster	disaster	NOUN
fbem-27662	54	6	risk	risk	NOUN
fbem-27662	54	7	such	such	ADJ
fbem-27662	54	8	as	as	ADP
fbem-27662	54	9	typhoons	typhoon	NOUN
fbem-27662	54	10	and	and	CCONJ
fbem-27662	54	11	storms	storm	NOUN
fbem-27662	54	12	,	,	PUNCT
fbem-27662	54	13	the	the	DET
fbem-27662	54	14	emergency	emergency	NOUN
fbem-27662	54	15	plan	plan	NOUN
fbem-27662	54	16	is	be	AUX
fbem-27662	54	17	immediately	immediately	ADV
fbem-27662	54	18	activated	activate	VERB
fbem-27662	54	19	,	,	PUNCT
fbem-27662	54	20	the	the	DET
fbem-27662	54	21	shipping	shipping	NOUN
fbem-27662	54	22	route	route	NOUN
fbem-27662	54	23	is	be	AUX
fbem-27662	54	24	adjusted	adjust	VERB
fbem-27662	54	25	,	,	PUNCT
fbem-27662	54	26	or	or	CCONJ
fbem-27662	54	27	the	the	DET
fbem-27662	54	28	departure	departure	NOUN
fbem-27662	54	29	time	time	NOUN
fbem-27662	54	30	is	be	AUX
fbem-27662	54	31	postponed	postpone	VERB
fbem-27662	54	32	to	to	PART
fbem-27662	54	33	ensure	ensure	VERB
fbem-27662	54	34	the	the	DET
fbem-27662	54	35	safety	safety	NOUN
fbem-27662	54	36	of	of	ADP
fbem-27662	54	37	goods	good	NOUN
fbem-27662	54	38	and	and	CCONJ
fbem-27662	54	39	the	the	DET
fbem-27662	54	40	smooth	smooth	ADJ
fbem-27662	54	41	progress	progress	NOUN
fbem-27662	54	42	of	of	ADP
fbem-27662	54	43	the	the	DET
fbem-27662	54	44	voyage	voyage	NOUN
fbem-27662	55	1	[	[	X
fbem-27662	55	2	4	4	NUM
fbem-27662	55	3	]	]	PUNCT
fbem-27662	55	4	.	.	PUNCT
fbem-27662	56	1	in	in	ADP
fbem-27662	56	2	terms	term	NOUN
fbem-27662	56	3	of	of	ADP
fbem-27662	56	4	route	route	NOUN
fbem-27662	56	5	selection	selection	NOUN
fbem-27662	56	6	,	,	PUNCT
fbem-27662	56	7	simulation	simulation	NOUN
fbem-27662	56	8	scenarios	scenario	NOUN
fbem-27662	56	9	are	be	AUX
fbem-27662	56	10	created	create	VERB
fbem-27662	56	11	in	in	ADP
fbem-27662	56	12	combination	combination	NOUN
fbem-27662	56	13	with	with	ADP
fbem-27662	56	14	political	political	ADJ
fbem-27662	56	15	and	and	CCONJ
fbem-27662	56	16	economic	economic	ADJ
fbem-27662	56	17	dynamics	dynamic	NOUN
fbem-27662	56	18	.	.	PUNCT
fbem-27662	57	1	through	through	ADP
fbem-27662	57	2	the	the	DET
fbem-27662	57	3	analysis	analysis	NOUN
fbem-27662	57	4	of	of	ADP
fbem-27662	57	5	the	the	DET
fbem-27662	57	6	impact	impact	NOUN
fbem-27662	57	7	effects	effect	NOUN
fbem-27662	57	8	of	of	ADP
fbem-27662	57	9	historical	historical	ADJ
fbem-27662	57	10	events	event	NOUN
fbem-27662	57	11	,	,	PUNCT
fbem-27662	57	12	the	the	DET
fbem-27662	57	13	robustness	robustness	NOUN
fbem-27662	57	14	of	of	ADP
fbem-27662	57	15	each	each	DET
fbem-27662	57	16	route	route	NOUN
fbem-27662	57	17	is	be	AUX
fbem-27662	57	18	evaluated	evaluate	VERB
fbem-27662	57	19	,	,	PUNCT
fbem-27662	57	20	and	and	CCONJ
fbem-27662	57	21	additional	additional	ADJ
fbem-27662	57	22	strategic	strategic	ADJ
fbem-27662	57	23	considerations	consideration	NOUN
fbem-27662	57	24	are	be	AUX
fbem-27662	57	25	required	require	VERB
fbem-27662	57	26	for	for	ADP
fbem-27662	57	27	shipping	ship	VERB
fbem-27662	57	28	lanes	lane	NOUN
fbem-27662	57	29	in	in	ADP
fbem-27662	57	30	high	high	ADJ
fbem-27662	57	31	-	-	PUNCT
fbem-27662	57	32	risk	risk	NOUN
fbem-27662	57	33	areas	area	NOUN
fbem-27662	58	1	[	[	X
fbem-27662	58	2	5	5	NUM
fbem-27662	58	3	]	]	PUNCT
fbem-27662	58	4	.	.	PUNCT
fbem-27662	59	1	in	in	ADP
fbem-27662	59	2	addition	addition	NOUN
fbem-27662	59	3	,	,	PUNCT
fbem-27662	59	4	with	with	ADP
fbem-27662	59	5	the	the	DET
fbem-27662	59	6	help	help	NOUN
fbem-27662	59	7	of	of	ADP
fbem-27662	59	8	big	big	ADJ
fbem-27662	59	9	data	datum	NOUN
fbem-27662	59	10	technology	technology	NOUN
fbem-27662	59	11	,	,	PUNCT
fbem-27662	59	12	indepth	indepth	ADJ
fbem-27662	59	13	research	research	NOUN
fbem-27662	59	14	can	can	AUX
fbem-27662	59	15	be	be	AUX
fbem-27662	59	16	conducted	conduct	VERB
fbem-27662	59	17	on	on	ADP
fbem-27662	59	18	the	the	DET
fbem-27662	59	19	connections	connection	NOUN
fbem-27662	59	20	between	between	ADP
fbem-27662	59	21	various	various	ADJ
fbem-27662	59	22	nodes	node	NOUN
fbem-27662	59	23	of	of	ADP
fbem-27662	59	24	the	the	DET
fbem-27662	59	25	supply	supply	NOUN
fbem-27662	59	26	chain	chain	NOUN
fbem-27662	59	27	,	,	PUNCT
fbem-27662	59	28	especially	especially	ADV
fbem-27662	59	29	on	on	ADP
fbem-27662	59	30	key	key	ADJ
fbem-27662	59	31	nodes	node	NOUN
fbem-27662	59	32	for	for	ADP
fbem-27662	59	33	focused	focused	ADJ
fbem-27662	59	34	monitoring	monitoring	NOUN
fbem-27662	59	35	to	to	PART
fbem-27662	59	36	ensure	ensure	VERB
fbem-27662	59	37	information	information	NOUN
fbem-27662	59	38	symmetry	symmetry	NOUN
fbem-27662	59	39	and	and	CCONJ
fbem-27662	59	40	further	far	ADV
fbem-27662	59	41	enhance	enhance	VERB
fbem-27662	59	42	the	the	DET
fbem-27662	59	43	response	response	NOUN
fbem-27662	59	44	speed	speed	NOUN
fbem-27662	59	45	and	and	CCONJ
fbem-27662	59	46	processing	processing	NOUN
fbem-27662	59	47	capacity	capacity	NOUN
fbem-27662	59	48	of	of	ADP
fbem-27662	59	49	the	the	DET
fbem-27662	59	50	entire	entire	ADJ
fbem-27662	59	51	warning	warning	NOUN
fbem-27662	59	52	system	system	NOUN
fbem-27662	59	53	.	.	PUNCT
fbem-27662	60	1	mathematical	mathematical	ADJ
fbem-27662	60	2	models	model	NOUN
fbem-27662	60	3	and	and	CCONJ
fbem-27662	60	4	computer	computer	NOUN
fbem-27662	60	5	simulations	simulation	NOUN
fbem-27662	60	6	are	be	AUX
fbem-27662	60	7	important	important	ADJ
fbem-27662	60	8	tools	tool	NOUN
fbem-27662	60	9	for	for	ADP
fbem-27662	60	10	constructing	construct	VERB
fbem-27662	60	11	this	this	DET
fbem-27662	60	12	warning	warning	NOUN
fbem-27662	60	13	system	system	NOUN
fbem-27662	60	14	.	.	PUNCT
fbem-27662	61	1	by	by	ADP
fbem-27662	61	2	establishing	establish	VERB
fbem-27662	61	3	a	a	DET
fbem-27662	61	4	risk	risk	NOUN
fbem-27662	61	5	assessment	assessment	NOUN
fbem-27662	61	6	index	index	NOUN
fbem-27662	61	7	system	system	NOUN
fbem-27662	61	8	and	and	CCONJ
fbem-27662	61	9	collecting	collect	VERB
fbem-27662	61	10	and	and	CCONJ
fbem-27662	61	11	analyzing	analyze	VERB
fbem-27662	61	12	thousands	thousand	NOUN
fbem-27662	61	13	of	of	ADP
fbem-27662	61	14	complex	complex	ADJ
fbem-27662	61	15	data	datum	NOUN
fbem-27662	61	16	structures	structure	NOUN
fbem-27662	61	17	from	from	ADP
fbem-27662	61	18	various	various	ADJ
fbem-27662	61	19	sources	source	NOUN
fbem-27662	61	20	,	,	PUNCT
fbem-27662	61	21	scientific	scientific	ADJ
fbem-27662	61	22	and	and	CCONJ
fbem-27662	61	23	reasonable	reasonable	ADJ
fbem-27662	61	24	risk	risk	NOUN
fbem-27662	61	25	assessment	assessment	NOUN
fbem-27662	61	26	results	result	NOUN
fbem-27662	61	27	can	can	AUX
fbem-27662	61	28	be	be	AUX
fbem-27662	61	29	given	give	VERB
fbem-27662	61	30	in	in	ADP
fbem-27662	61	31	the	the	DET
fbem-27662	61	32	shortest	short	ADJ
fbem-27662	61	33	time	time	NOUN
fbem-27662	61	34	and	and	CCONJ
fbem-27662	61	35	the	the	DET
fbem-27662	61	36	corresponding	corresponding	ADJ
fbem-27662	61	37	warning	warning	NOUN
fbem-27662	61	38	mechanism	mechanism	NOUN
fbem-27662	61	39	is	be	AUX
fbem-27662	61	40	triggered	trigger	VERB
fbem-27662	61	41	[	[	PUNCT
fbem-27662	61	42	6	6	NUM
fbem-27662	61	43	]	]	PUNCT
fbem-27662	61	44	.	.	PUNCT
fbem-27662	62	1	from	from	ADP
fbem-27662	62	2	a	a	DET
fbem-27662	62	3	practical	practical	ADJ
fbem-27662	62	4	perspective	perspective	NOUN
fbem-27662	62	5	,	,	PUNCT
fbem-27662	62	6	after	after	ADP
fbem-27662	62	7	the	the	DET
fbem-27662	62	8	oil	oil	NOUN
fbem-27662	62	9	well	well	NOUN
fbem-27662	62	10	leakage	leakage	NOUN
fbem-27662	62	11	accident	accident	NOUN
fbem-27662	62	12	in	in	ADP
fbem-27662	62	13	the	the	DET
fbem-27662	62	14	gulf	gulf	PROPN
fbem-27662	62	15	of	of	ADP
fbem-27662	62	16	mexico	mexico	PROPN
fbem-27662	62	17	,	,	PUNCT
fbem-27662	62	18	british	british	ADJ
fbem-27662	62	19	petroleum	petroleum	NOUN
fbem-27662	62	20	began	begin	VERB
fbem-27662	62	21	to	to	PART
fbem-27662	62	22	implement	implement	VERB
fbem-27662	62	23	such	such	DET
fbem-27662	62	24	a	a	DET
fbem-27662	62	25	risk	risk	NOUN
fbem-27662	62	26	warning	warning	NOUN
fbem-27662	62	27	system	system	NOUN
fbem-27662	62	28	.	.	PUNCT
fbem-27662	63	1	by	by	ADP
fbem-27662	63	2	installing	instal	VERB
fbem-27662	63	3	sensors	sensor	NOUN
fbem-27662	63	4	on	on	ADP
fbem-27662	63	5	oil	oil	NOUN
fbem-27662	63	6	transport	transport	NOUN
fbem-27662	63	7	ships	ship	NOUN
fbem-27662	63	8	,	,	PUNCT
fbem-27662	63	9	collecting	collect	VERB
fbem-27662	63	10	environmental	environmental	ADJ
fbem-27662	63	11	data	datum	NOUN
fbem-27662	63	12	and	and	CCONJ
fbem-27662	63	13	analyzing	analyze	VERB
fbem-27662	63	14	possible	possible	ADJ
fbem-27662	63	15	risks	risk	NOUN
fbem-27662	63	16	,	,	PUNCT
fbem-27662	63	17	an	an	DET
fbem-27662	63	18	effective	effective	ADJ
fbem-27662	63	19	prevention	prevention	NOUN
fbem-27662	63	20	strategy	strategy	NOUN
fbem-27662	63	21	was	be	AUX
fbem-27662	63	22	formed	form	VERB
fbem-27662	63	23	,	,	PUNCT
fbem-27662	63	24	greatly	greatly	ADV
fbem-27662	63	25	reducing	reduce	VERB
fbem-27662	63	26	the	the	DET
fbem-27662	63	27	possibility	possibility	NOUN
fbem-27662	63	28	of	of	ADP
fbem-27662	63	29	such	such	ADJ
fbem-27662	63	30	events	event	NOUN
fbem-27662	63	31	affecting	affect	VERB
fbem-27662	63	32	supply	supply	NOUN
fbem-27662	63	33	chain	chain	NOUN
fbem-27662	63	34	disruptions	disruption	NOUN
fbem-27662	63	35	.	.	PUNCT
fbem-27662	64	1	in	in	ADP
fbem-27662	64	2	the	the	DET
fbem-27662	64	3	process	process	NOUN
fbem-27662	64	4	of	of	ADP
fbem-27662	64	5	strategic	strategic	ADJ
fbem-27662	64	6	implementation	implementation	NOUN
fbem-27662	64	7	and	and	CCONJ
fbem-27662	64	8	operation	operation	NOUN
fbem-27662	64	9	,	,	PUNCT
fbem-27662	64	10	the	the	DET
fbem-27662	64	11	combination	combination	NOUN
fbem-27662	64	12	of	of	ADP
fbem-27662	64	13	dynamic	dynamic	ADJ
fbem-27662	64	14	planning	planning	NOUN
fbem-27662	64	15	and	and	CCONJ
fbem-27662	64	16	game	game	NOUN
fbem-27662	64	17	theory	theory	NOUN
fbem-27662	64	18	will	will	AUX
fbem-27662	64	19	provide	provide	VERB
fbem-27662	64	20	mathematical	mathematical	ADJ
fbem-27662	64	21	decision	decision	NOUN
fbem-27662	64	22	support	support	NOUN
fbem-27662	64	23	for	for	ADP
fbem-27662	64	24	supply	supply	NOUN
fbem-27662	64	25	chain	chain	NOUN
fbem-27662	64	26	risk	risk	NOUN
fbem-27662	64	27	management	management	NOUN
fbem-27662	64	28	.	.	PUNCT
fbem-27662	65	1	177	177	NUM
fbem-27662	65	2	2.2	2.2	NUM
fbem-27662	65	3	.	.	PUNCT
fbem-27662	66	1	reasonably	reasonably	ADV
fbem-27662	66	2	adopting	adopt	VERB
fbem-27662	66	3	redundancy	redundancy	NOUN
fbem-27662	66	4	strategies	strategy	NOUN
fbem-27662	66	5	in	in	ADP
fbem-27662	66	6	the	the	DET
fbem-27662	66	7	risk	risk	NOUN
fbem-27662	66	8	management	management	NOUN
fbem-27662	66	9	of	of	ADP
fbem-27662	66	10	the	the	DET
fbem-27662	66	11	international	international	ADJ
fbem-27662	66	12	maritime	maritime	ADJ
fbem-27662	66	13	shipping	shipping	NOUN
fbem-27662	66	14	supply	supply	NOUN
fbem-27662	66	15	chain	chain	NOUN
fbem-27662	66	16	,	,	PUNCT
fbem-27662	66	17	the	the	DET
fbem-27662	66	18	use	use	NOUN
fbem-27662	66	19	of	of	ADP
fbem-27662	66	20	redundancy	redundancy	NOUN
fbem-27662	66	21	strategies	strategy	NOUN
fbem-27662	66	22	is	be	AUX
fbem-27662	66	23	to	to	PART
fbem-27662	66	24	resist	resist	VERB
fbem-27662	66	25	supply	supply	NOUN
fbem-27662	66	26	disruptions	disruption	NOUN
fbem-27662	66	27	caused	cause	VERB
fbem-27662	66	28	by	by	ADP
fbem-27662	66	29	unexpected	unexpected	ADJ
fbem-27662	66	30	events	event	NOUN
fbem-27662	66	31	and	and	CCONJ
fbem-27662	66	32	ensure	ensure	VERB
fbem-27662	66	33	the	the	DET
fbem-27662	66	34	stable	stable	ADJ
fbem-27662	66	35	operation	operation	NOUN
fbem-27662	66	36	and	and	CCONJ
fbem-27662	66	37	continuity	continuity	NOUN
fbem-27662	66	38	of	of	ADP
fbem-27662	66	39	the	the	DET
fbem-27662	66	40	supply	supply	NOUN
fbem-27662	66	41	chain	chain	NOUN
fbem-27662	66	42	.	.	PUNCT
fbem-27662	67	1	during	during	ADP
fbem-27662	67	2	the	the	DET
fbem-27662	67	3	shipping	shipping	NOUN
fbem-27662	67	4	process	process	NOUN
fbem-27662	67	5	,	,	PUNCT
fbem-27662	67	6	various	various	ADJ
fbem-27662	67	7	unpredictable	unpredictable	ADJ
fbem-27662	67	8	factors	factor	NOUN
fbem-27662	67	9	,	,	PUNCT
fbem-27662	67	10	including	include	VERB
fbem-27662	67	11	severe	severe	ADJ
fbem-27662	67	12	weather	weather	NOUN
fbem-27662	67	13	,	,	PUNCT
fbem-27662	67	14	ship	ship	NOUN
fbem-27662	67	15	failures	failure	NOUN
fbem-27662	67	16	,	,	PUNCT
fbem-27662	67	17	channel	channel	NOUN
fbem-27662	67	18	blockages	blockage	NOUN
fbem-27662	67	19	,	,	PUNCT
fbem-27662	67	20	or	or	CCONJ
fbem-27662	67	21	political	political	ADJ
fbem-27662	67	22	turmoil	turmoil	NOUN
fbem-27662	67	23	,	,	PUNCT
fbem-27662	67	24	can	can	AUX
fbem-27662	67	25	cause	cause	VERB
fbem-27662	67	26	delays	delay	NOUN
fbem-27662	67	27	or	or	CCONJ
fbem-27662	67	28	even	even	ADV
fbem-27662	67	29	stagnation	stagnation	NOUN
fbem-27662	67	30	in	in	ADP
fbem-27662	67	31	the	the	DET
fbem-27662	67	32	transportation	transportation	NOUN
fbem-27662	67	33	of	of	ADP
fbem-27662	67	34	goods	good	NOUN
fbem-27662	67	35	.	.	PUNCT
fbem-27662	68	1	therefore	therefore	ADV
fbem-27662	68	2	,	,	PUNCT
fbem-27662	68	3	the	the	DET
fbem-27662	68	4	reasonable	reasonable	ADJ
fbem-27662	68	5	allocation	allocation	NOUN
fbem-27662	68	6	of	of	ADP
fbem-27662	68	7	redundant	redundant	ADJ
fbem-27662	68	8	resources	resource	NOUN
fbem-27662	68	9	,	,	PUNCT
fbem-27662	68	10	such	such	ADJ
fbem-27662	68	11	as	as	ADP
fbem-27662	68	12	excess	excess	ADJ
fbem-27662	68	13	inventory	inventory	NOUN
fbem-27662	68	14	,	,	PUNCT
fbem-27662	68	15	alternate	alternate	ADJ
fbem-27662	68	16	shipping	shipping	NOUN
fbem-27662	68	17	routes	route	NOUN
fbem-27662	68	18	,	,	PUNCT
fbem-27662	68	19	additional	additional	ADJ
fbem-27662	68	20	ships	ship	NOUN
fbem-27662	68	21	and	and	CCONJ
fbem-27662	68	22	port	port	NOUN
fbem-27662	68	23	handling	handling	NOUN
fbem-27662	68	24	capacity	capacity	NOUN
fbem-27662	68	25	,	,	PUNCT
fbem-27662	68	26	becomes	become	VERB
fbem-27662	68	27	a	a	DET
fbem-27662	68	28	necessary	necessary	ADJ
fbem-27662	68	29	and	and	CCONJ
fbem-27662	68	30	effective	effective	ADJ
fbem-27662	68	31	strategy	strategy	NOUN
fbem-27662	68	32	.	.	PUNCT
fbem-27662	69	1	the	the	DET
fbem-27662	69	2	design	design	NOUN
fbem-27662	69	3	of	of	ADP
fbem-27662	69	4	redundant	redundant	ADJ
fbem-27662	69	5	resources	resource	NOUN
fbem-27662	69	6	needs	need	VERB
fbem-27662	69	7	to	to	PART
fbem-27662	69	8	comprehensively	comprehensively	ADV
fbem-27662	69	9	consider	consider	VERB
fbem-27662	69	10	product	product	NOUN
fbem-27662	69	11	characteristics	characteristic	NOUN
fbem-27662	69	12	,	,	PUNCT
fbem-27662	69	13	market	market	NOUN
fbem-27662	69	14	demand	demand	NOUN
fbem-27662	69	15	fluctuations	fluctuation	NOUN
fbem-27662	69	16	,	,	PUNCT
fbem-27662	69	17	transportation	transportation	NOUN
fbem-27662	69	18	costs	cost	NOUN
fbem-27662	69	19	,	,	PUNCT
fbem-27662	69	20	and	and	CCONJ
fbem-27662	69	21	specific	specific	ADJ
fbem-27662	69	22	risk	risk	NOUN
fbem-27662	69	23	types	type	NOUN
fbem-27662	69	24	that	that	PRON
fbem-27662	69	25	may	may	AUX
fbem-27662	69	26	cause	cause	VERB
fbem-27662	69	27	disruptions	disruption	NOUN
fbem-27662	69	28	to	to	ADP
fbem-27662	69	29	the	the	DET
fbem-27662	69	30	supply	supply	NOUN
fbem-27662	69	31	chain	chain	NOUN
fbem-27662	69	32	.	.	PUNCT
fbem-27662	70	1	for	for	ADP
fbem-27662	70	2	example	example	NOUN
fbem-27662	70	3	,	,	PUNCT
fbem-27662	70	4	in	in	ADP
fbem-27662	70	5	response	response	NOUN
fbem-27662	70	6	to	to	ADP
fbem-27662	70	7	seasonal	seasonal	ADJ
fbem-27662	70	8	peaks	peak	NOUN
fbem-27662	70	9	and	and	CCONJ
fbem-27662	70	10	uncertainties	uncertainty	NOUN
fbem-27662	70	11	in	in	ADP
fbem-27662	70	12	market	market	NOUN
fbem-27662	70	13	demand	demand	NOUN
fbem-27662	70	14	,	,	PUNCT
fbem-27662	70	15	enterprises	enterprise	NOUN
fbem-27662	70	16	can	can	AUX
fbem-27662	70	17	establish	establish	VERB
fbem-27662	70	18	safety	safety	NOUN
fbem-27662	70	19	stocks	stock	NOUN
fbem-27662	70	20	or	or	CCONJ
fbem-27662	70	21	rent	rent	VERB
fbem-27662	70	22	additional	additional	ADJ
fbem-27662	70	23	cargo	cargo	NOUN
fbem-27662	70	24	holds	hold	NOUN
fbem-27662	70	25	in	in	ADP
fbem-27662	70	26	a	a	DET
fbem-27662	70	27	timely	timely	ADJ
fbem-27662	70	28	manner	manner	NOUN
fbem-27662	70	29	to	to	PART
fbem-27662	70	30	meet	meet	VERB
fbem-27662	70	31	the	the	DET
fbem-27662	70	32	sudden	sudden	ADJ
fbem-27662	70	33	increase	increase	NOUN
fbem-27662	70	34	in	in	ADP
fbem-27662	70	35	transportation	transportation	NOUN
fbem-27662	70	36	demand	demand	NOUN
fbem-27662	70	37	in	in	ADP
fbem-27662	70	38	the	the	DET
fbem-27662	70	39	short	short	ADJ
fbem-27662	70	40	term	term	NOUN
fbem-27662	70	41	[	[	X
fbem-27662	70	42	7	7	NUM
fbem-27662	70	43	]	]	PUNCT
fbem-27662	70	44	.	.	PUNCT
fbem-27662	71	1	in	in	ADP
fbem-27662	71	2	addition	addition	NOUN
fbem-27662	71	3	,	,	PUNCT
fbem-27662	71	4	to	to	PART
fbem-27662	71	5	prevent	prevent	VERB
fbem-27662	71	6	a	a	DET
fbem-27662	71	7	single	single	ADJ
fbem-27662	71	8	shipping	shipping	NOUN
fbem-27662	71	9	route	route	NOUN
fbem-27662	71	10	from	from	ADP
fbem-27662	71	11	being	be	AUX
fbem-27662	71	12	blocked	block	VERB
fbem-27662	71	13	due	due	ADP
fbem-27662	71	14	to	to	ADP
fbem-27662	71	15	specific	specific	ADJ
fbem-27662	71	16	events	event	NOUN
fbem-27662	71	17	,	,	PUNCT
fbem-27662	71	18	enterprises	enterprise	NOUN
fbem-27662	71	19	often	often	ADV
fbem-27662	71	20	establish	establish	VERB
fbem-27662	71	21	multiple	multiple	ADJ
fbem-27662	71	22	alternative	alternative	ADJ
fbem-27662	71	23	shipping	shipping	NOUN
fbem-27662	71	24	routes	route	NOUN
fbem-27662	71	25	to	to	PART
fbem-27662	71	26	diversify	diversify	VERB
fbem-27662	71	27	transportation	transportation	NOUN
fbem-27662	71	28	risks	risk	NOUN
fbem-27662	71	29	.	.	PUNCT
fbem-27662	72	1	correctly	correctly	ADV
fbem-27662	72	2	assessing	assess	VERB
fbem-27662	72	3	the	the	DET
fbem-27662	72	4	feasibility	feasibility	NOUN
fbem-27662	72	5	and	and	CCONJ
fbem-27662	72	6	cost	cost	NOUN
fbem-27662	72	7	-	-	PUNCT
fbem-27662	72	8	effectiveness	effectiveness	NOUN
fbem-27662	72	9	of	of	ADP
fbem-27662	72	10	each	each	DET
fbem-27662	72	11	alternative	alternative	ADJ
fbem-27662	72	12	route	route	NOUN
fbem-27662	72	13	enables	enable	VERB
fbem-27662	72	14	the	the	DET
fbem-27662	72	15	logistics	logistic	NOUN
fbem-27662	72	16	operation	operation	NOUN
fbem-27662	72	17	to	to	PART
fbem-27662	72	18	be	be	AUX
fbem-27662	72	19	quickly	quickly	ADV
fbem-27662	72	20	restored	restore	VERB
fbem-27662	72	21	through	through	ADP
fbem-27662	72	22	other	other	ADJ
fbem-27662	72	23	routes	route	NOUN
fbem-27662	72	24	when	when	SCONJ
fbem-27662	72	25	a	a	DET
fbem-27662	72	26	certain	certain	ADJ
fbem-27662	72	27	route	route	NOUN
fbem-27662	72	28	is	be	AUX
fbem-27662	72	29	disrupted	disrupt	VERB
fbem-27662	72	30	.	.	PUNCT
fbem-27662	73	1	a	a	DET
fbem-27662	73	2	reasonable	reasonable	ADJ
fbem-27662	73	3	redundancy	redundancy	NOUN
fbem-27662	73	4	strategy	strategy	NOUN
fbem-27662	73	5	should	should	AUX
fbem-27662	73	6	reserve	reserve	VERB
fbem-27662	73	7	sufficient	sufficient	ADJ
fbem-27662	73	8	flexibility	flexibility	NOUN
fbem-27662	73	9	to	to	PART
fbem-27662	73	10	deal	deal	VERB
fbem-27662	73	11	with	with	ADP
fbem-27662	73	12	unexpected	unexpected	ADJ
fbem-27662	73	13	situations	situation	NOUN
fbem-27662	73	14	while	while	SCONJ
fbem-27662	73	15	ensuring	ensure	VERB
fbem-27662	73	16	supply	supply	NOUN
fbem-27662	73	17	chain	chain	NOUN
fbem-27662	73	18	efficiency	efficiency	NOUN
fbem-27662	73	19	,	,	PUNCT
fbem-27662	73	20	achieving	achieve	VERB
fbem-27662	73	21	the	the	DET
fbem-27662	73	22	optimal	optimal	ADJ
fbem-27662	73	23	balance	balance	NOUN
fbem-27662	73	24	between	between	ADP
fbem-27662	73	25	cost	cost	NOUN
fbem-27662	73	26	and	and	CCONJ
fbem-27662	73	27	risk	risk	NOUN
fbem-27662	73	28	control	control	NOUN
fbem-27662	73	29	.	.	PUNCT
fbem-27662	74	1	when	when	SCONJ
fbem-27662	74	2	implementing	implement	VERB
fbem-27662	74	3	a	a	DET
fbem-27662	74	4	redundancy	redundancy	NOUN
fbem-27662	74	5	strategy	strategy	NOUN
fbem-27662	74	6	,	,	PUNCT
fbem-27662	74	7	each	each	DET
fbem-27662	74	8	node	node	NOUN
fbem-27662	74	9	of	of	ADP
fbem-27662	74	10	the	the	DET
fbem-27662	74	11	supply	supply	NOUN
fbem-27662	74	12	chain	chain	NOUN
fbem-27662	74	13	needs	need	VERB
fbem-27662	74	14	to	to	PART
fbem-27662	74	15	be	be	AUX
fbem-27662	74	16	coordinated	coordinate	VERB
fbem-27662	74	17	to	to	PART
fbem-27662	74	18	form	form	VERB
fbem-27662	74	19	an	an	DET
fbem-27662	74	20	effective	effective	ADJ
fbem-27662	74	21	risk	risk	NOUN
fbem-27662	74	22	-	-	PUNCT
fbem-27662	74	23	sharing	share	VERB
fbem-27662	74	24	mechanism	mechanism	NOUN
fbem-27662	74	25	and	and	CCONJ
fbem-27662	74	26	rapid	rapid	ADJ
fbem-27662	74	27	response	response	NOUN
fbem-27662	74	28	mechanism	mechanism	NOUN
fbem-27662	74	29	,	,	PUNCT
fbem-27662	74	30	thereby	thereby	ADV
fbem-27662	74	31	achieving	achieve	VERB
fbem-27662	74	32	risk	risk	NOUN
fbem-27662	74	33	dispersion	dispersion	NOUN
fbem-27662	74	34	and	and	CCONJ
fbem-27662	74	35	timely	timely	ADJ
fbem-27662	74	36	risk	risk	NOUN
fbem-27662	74	37	mitigation	mitigation	NOUN
fbem-27662	74	38	.	.	PUNCT
fbem-27662	75	1	the	the	DET
fbem-27662	75	2	comprehensive	comprehensive	ADJ
fbem-27662	75	3	use	use	NOUN
fbem-27662	75	4	of	of	ADP
fbem-27662	75	5	big	big	ADJ
fbem-27662	75	6	data	datum	NOUN
fbem-27662	75	7	analysis	analysis	NOUN
fbem-27662	75	8	and	and	CCONJ
fbem-27662	75	9	real	real	ADJ
fbem-27662	75	10	-	-	PUNCT
fbem-27662	75	11	time	time	NOUN
fbem-27662	75	12	monitoring	monitoring	NOUN
fbem-27662	75	13	technology	technology	NOUN
fbem-27662	75	14	can	can	AUX
fbem-27662	75	15	track	track	VERB
fbem-27662	75	16	the	the	DET
fbem-27662	75	17	status	status	NOUN
fbem-27662	75	18	of	of	ADP
fbem-27662	75	19	goods	good	NOUN
fbem-27662	75	20	and	and	CCONJ
fbem-27662	75	21	the	the	DET
fbem-27662	75	22	transportation	transportation	NOUN
fbem-27662	75	23	environment	environment	NOUN
fbem-27662	75	24	in	in	ADP
fbem-27662	75	25	real	real	ADJ
fbem-27662	75	26	time	time	NOUN
fbem-27662	75	27	,	,	PUNCT
fbem-27662	75	28	providing	provide	VERB
fbem-27662	75	29	data	datum	NOUN
fbem-27662	75	30	support	support	NOUN
fbem-27662	75	31	for	for	ADP
fbem-27662	75	32	the	the	DET
fbem-27662	75	33	dynamic	dynamic	ADJ
fbem-27662	75	34	adjustment	adjustment	NOUN
fbem-27662	75	35	of	of	ADP
fbem-27662	75	36	redundant	redundant	ADJ
fbem-27662	75	37	resources	resource	NOUN
fbem-27662	75	38	and	and	CCONJ
fbem-27662	75	39	achieving	achieve	VERB
fbem-27662	75	40	precise	precise	ADJ
fbem-27662	75	41	risk	risk	NOUN
fbem-27662	75	42	management	management	NOUN
fbem-27662	75	43	and	and	CCONJ
fbem-27662	75	44	resource	resource	NOUN
fbem-27662	75	45	optimization	optimization	NOUN
fbem-27662	75	46	allocation	allocation	NOUN
fbem-27662	75	47	.	.	PUNCT
fbem-27662	76	1	2.3	2.3	NUM
fbem-27662	76	2	.	.	PUNCT
fbem-27662	77	1	designing	design	VERB
fbem-27662	77	2	resilient	resilient	ADJ
fbem-27662	77	3	supply	supply	NOUN
fbem-27662	77	4	chain	chain	NOUN
fbem-27662	77	5	network	network	NOUN
fbem-27662	77	6	structures	structure	NOUN
fbem-27662	77	7	in	in	ADP
fbem-27662	77	8	the	the	DET
fbem-27662	77	9	process	process	NOUN
fbem-27662	77	10	of	of	ADP
fbem-27662	77	11	constructing	construct	VERB
fbem-27662	77	12	the	the	DET
fbem-27662	77	13	international	international	ADJ
fbem-27662	77	14	maritime	maritime	ADJ
fbem-27662	77	15	shipping	shipping	NOUN
fbem-27662	77	16	supply	supply	NOUN
fbem-27662	77	17	chain	chain	NOUN
fbem-27662	77	18	,	,	PUNCT
fbem-27662	77	19	building	build	VERB
fbem-27662	77	20	a	a	DET
fbem-27662	77	21	highly	highly	ADV
fbem-27662	77	22	resilient	resilient	ADJ
fbem-27662	77	23	network	network	NOUN
fbem-27662	77	24	structure	structure	NOUN
fbem-27662	77	25	is	be	AUX
fbem-27662	77	26	crucial	crucial	ADJ
fbem-27662	77	27	to	to	ADP
fbem-27662	77	28	ensuring	ensure	VERB
fbem-27662	77	29	supply	supply	NOUN
fbem-27662	77	30	continuity	continuity	NOUN
fbem-27662	77	31	and	and	CCONJ
fbem-27662	77	32	resisting	resist	VERB
fbem-27662	77	33	external	external	ADJ
fbem-27662	77	34	shocks	shock	NOUN
fbem-27662	77	35	.	.	PUNCT
fbem-27662	78	1	a	a	DET
fbem-27662	78	2	resilient	resilient	ADJ
fbem-27662	78	3	supply	supply	NOUN
fbem-27662	78	4	chain	chain	NOUN
fbem-27662	78	5	aims	aim	VERB
fbem-27662	78	6	to	to	PART
fbem-27662	78	7	cope	cope	VERB
fbem-27662	78	8	with	with	ADP
fbem-27662	78	9	identified	identify	VERB
fbem-27662	78	10	risks	risk	NOUN
fbem-27662	78	11	,	,	PUNCT
fbem-27662	78	12	such	such	ADJ
fbem-27662	78	13	as	as	ADP
fbem-27662	78	14	natural	natural	ADJ
fbem-27662	78	15	disasters	disaster	NOUN
fbem-27662	78	16	or	or	CCONJ
fbem-27662	78	17	policy	policy	NOUN
fbem-27662	78	18	changes	change	NOUN
fbem-27662	78	19	,	,	PUNCT
fbem-27662	78	20	and	and	CCONJ
fbem-27662	78	21	maintain	maintain	VERB
fbem-27662	78	22	a	a	DET
fbem-27662	78	23	balance	balance	NOUN
fbem-27662	78	24	of	of	ADP
fbem-27662	78	25	operational	operational	ADJ
fbem-27662	78	26	efficiency	efficiency	NOUN
fbem-27662	78	27	and	and	CCONJ
fbem-27662	78	28	effectiveness	effectiveness	NOUN
fbem-27662	78	29	through	through	ADP
fbem-27662	78	30	flexible	flexible	ADJ
fbem-27662	78	31	design	design	NOUN
fbem-27662	78	32	.	.	PUNCT
fbem-27662	79	1	constructing	construct	VERB
fbem-27662	79	2	a	a	DET
fbem-27662	79	3	resilient	resilient	ADJ
fbem-27662	79	4	supply	supply	NOUN
fbem-27662	79	5	chain	chain	NOUN
fbem-27662	79	6	network	network	NOUN
fbem-27662	79	7	structure	structure	NOUN
fbem-27662	79	8	first	first	ADV
fbem-27662	79	9	requires	require	VERB
fbem-27662	79	10	the	the	DET
fbem-27662	79	11	assessment	assessment	NOUN
fbem-27662	79	12	of	of	ADP
fbem-27662	79	13	existing	exist	VERB
fbem-27662	79	14	logistics	logistic	NOUN
fbem-27662	79	15	nodes	node	NOUN
fbem-27662	79	16	to	to	PART
fbem-27662	79	17	ensure	ensure	VERB
fbem-27662	79	18	that	that	SCONJ
fbem-27662	79	19	each	each	DET
fbem-27662	79	20	node	node	NOUN
fbem-27662	79	21	has	have	VERB
fbem-27662	79	22	the	the	DET
fbem-27662	79	23	ability	ability	NOUN
fbem-27662	79	24	to	to	PART
fbem-27662	79	25	resist	resist	VERB
fbem-27662	79	26	market	market	NOUN
fbem-27662	79	27	fluctuations	fluctuation	NOUN
fbem-27662	79	28	,	,	PUNCT
fbem-27662	79	29	transportation	transportation	NOUN
fbem-27662	79	30	disruptions	disruption	NOUN
fbem-27662	79	31	,	,	PUNCT
fbem-27662	79	32	or	or	CCONJ
fbem-27662	79	33	changes	change	NOUN
fbem-27662	79	34	in	in	ADP
fbem-27662	79	35	suppliers	supplier	NOUN
fbem-27662	79	36	[	[	X
fbem-27662	79	37	8	8	NUM
fbem-27662	79	38	]	]	PUNCT
fbem-27662	79	39	.	.	PUNCT
fbem-27662	80	1	in	in	ADP
fbem-27662	80	2	addition	addition	NOUN
fbem-27662	80	3	,	,	PUNCT
fbem-27662	80	4	the	the	DET
fbem-27662	80	5	selection	selection	NOUN
fbem-27662	80	6	of	of	ADP
fbem-27662	80	7	core	core	NOUN
fbem-27662	80	8	nodes	node	NOUN
fbem-27662	80	9	should	should	AUX
fbem-27662	80	10	be	be	AUX
fbem-27662	80	11	based	base	VERB
fbem-27662	80	12	on	on	ADP
fbem-27662	80	13	their	their	PRON
fbem-27662	80	14	strategic	strategic	ADJ
fbem-27662	80	15	position	position	NOUN
fbem-27662	80	16	and	and	CCONJ
fbem-27662	80	17	functional	functional	ADJ
fbem-27662	80	18	diversity	diversity	NOUN
fbem-27662	80	19	in	in	ADP
fbem-27662	80	20	the	the	DET
fbem-27662	80	21	supply	supply	NOUN
fbem-27662	80	22	chain	chain	NOUN
fbem-27662	80	23	,	,	PUNCT
fbem-27662	80	24	and	and	CCONJ
fbem-27662	80	25	be	be	AUX
fbem-27662	80	26	able	able	ADJ
fbem-27662	80	27	to	to	PART
fbem-27662	80	28	quickly	quickly	ADV
fbem-27662	80	29	reorganize	reorganize	VERB
fbem-27662	80	30	resources	resource	NOUN
fbem-27662	80	31	in	in	ADP
fbem-27662	80	32	the	the	DET
fbem-27662	80	33	face	face	NOUN
fbem-27662	80	34	of	of	ADP
fbem-27662	80	35	specific	specific	ADJ
fbem-27662	80	36	risks	risk	NOUN
fbem-27662	80	37	to	to	PART
fbem-27662	80	38	maintain	maintain	VERB
fbem-27662	80	39	the	the	DET
fbem-27662	80	40	vitality	vitality	NOUN
fbem-27662	80	41	of	of	ADP
fbem-27662	80	42	the	the	DET
fbem-27662	80	43	supply	supply	NOUN
fbem-27662	80	44	chain	chain	NOUN
fbem-27662	80	45	.	.	PUNCT
fbem-27662	81	1	for	for	ADP
fbem-27662	81	2	example	example	NOUN
fbem-27662	81	3	,	,	PUNCT
fbem-27662	81	4	shipping	shipping	NOUN
fbem-27662	81	5	companies	company	NOUN
fbem-27662	81	6	may	may	AUX
fbem-27662	81	7	enhance	enhance	VERB
fbem-27662	81	8	communication	communication	NOUN
fbem-27662	81	9	and	and	CCONJ
fbem-27662	81	10	collaboration	collaboration	NOUN
fbem-27662	81	11	among	among	ADP
fbem-27662	81	12	suppliers	supplier	NOUN
fbem-27662	81	13	by	by	ADP
fbem-27662	81	14	deploying	deploy	VERB
fbem-27662	81	15	advanced	advanced	ADJ
fbem-27662	81	16	real	real	ADJ
fbem-27662	81	17	-	-	PUNCT
fbem-27662	81	18	time	time	NOUN
fbem-27662	81	19	tracking	tracking	NOUN
fbem-27662	81	20	systems	system	NOUN
fbem-27662	81	21	and	and	CCONJ
fbem-27662	81	22	information	information	NOUN
fbem-27662	81	23	sharing	sharing	NOUN
fbem-27662	81	24	technologies	technology	NOUN
fbem-27662	81	25	,	,	PUNCT
fbem-27662	81	26	thereby	thereby	ADV
fbem-27662	81	27	quickly	quickly	ADV
fbem-27662	81	28	responding	respond	VERB
fbem-27662	81	29	when	when	SCONJ
fbem-27662	81	30	fluctuations	fluctuation	NOUN
fbem-27662	81	31	occur	occur	VERB
fbem-27662	81	32	at	at	ADP
fbem-27662	81	33	supply	supply	NOUN
fbem-27662	81	34	nodes	node	NOUN
fbem-27662	81	35	.	.	PUNCT
fbem-27662	82	1	to	to	PART
fbem-27662	82	2	enhance	enhance	VERB
fbem-27662	82	3	the	the	DET
fbem-27662	82	4	overall	overall	ADJ
fbem-27662	82	5	resilience	resilience	NOUN
fbem-27662	82	6	of	of	ADP
fbem-27662	82	7	the	the	DET
fbem-27662	82	8	network	network	NOUN
fbem-27662	82	9	and	and	CCONJ
fbem-27662	82	10	avoid	avoid	VERB
fbem-27662	82	11	huge	huge	ADJ
fbem-27662	82	12	losses	loss	NOUN
fbem-27662	82	13	caused	cause	VERB
fbem-27662	82	14	by	by	ADP
fbem-27662	82	15	the	the	DET
fbem-27662	82	16	bankruptcy	bankruptcy	NOUN
fbem-27662	82	17	or	or	CCONJ
fbem-27662	82	18	market	market	NOUN
fbem-27662	82	19	exit	exit	NOUN
fbem-27662	82	20	of	of	ADP
fbem-27662	82	21	key	key	ADJ
fbem-27662	82	22	suppliers	supplier	NOUN
fbem-27662	82	23	,	,	PUNCT
fbem-27662	82	24	the	the	DET
fbem-27662	82	25	maritime	maritime	ADJ
fbem-27662	82	26	shipping	shipping	NOUN
fbem-27662	82	27	supply	supply	NOUN
fbem-27662	82	28	chain	chain	NOUN
fbem-27662	82	29	should	should	AUX
fbem-27662	82	30	also	also	ADV
fbem-27662	82	31	achieve	achieve	VERB
fbem-27662	82	32	supplier	supplier	NOUN
fbem-27662	82	33	diversification	diversification	NOUN
fbem-27662	82	34	,	,	PUNCT
fbem-27662	82	35	that	that	ADV
fbem-27662	82	36	is	is	ADV
fbem-27662	82	37	,	,	PUNCT
fbem-27662	82	38	having	have	VERB
fbem-27662	82	39	multiple	multiple	ADJ
fbem-27662	82	40	suppliers	supplier	NOUN
fbem-27662	82	41	in	in	ADP
fbem-27662	82	42	different	different	ADJ
fbem-27662	82	43	regions	region	NOUN
fbem-27662	82	44	to	to	PART
fbem-27662	82	45	form	form	VERB
fbem-27662	82	46	a	a	DET
fbem-27662	82	47	stable	stable	ADJ
fbem-27662	82	48	alternative	alternative	ADJ
fbem-27662	82	49	supply	supply	NOUN
fbem-27662	82	50	network	network	NOUN
fbem-27662	82	51	,	,	PUNCT
fbem-27662	82	52	which	which	PRON
fbem-27662	82	53	can	can	AUX
fbem-27662	82	54	effectively	effectively	ADV
fbem-27662	82	55	share	share	VERB
fbem-27662	82	56	risks	risk	NOUN
fbem-27662	82	57	when	when	SCONJ
fbem-27662	82	58	a	a	DET
fbem-27662	82	59	single	single	ADJ
fbem-27662	82	60	supplier	supplier	NOUN
fbem-27662	82	61	faces	face	VERB
fbem-27662	82	62	disruptions	disruption	NOUN
fbem-27662	82	63	.	.	PUNCT
fbem-27662	83	1	the	the	DET
fbem-27662	83	2	construction	construction	NOUN
fbem-27662	83	3	of	of	ADP
fbem-27662	83	4	the	the	DET
fbem-27662	83	5	supply	supply	NOUN
fbem-27662	83	6	chain	chain	NOUN
fbem-27662	83	7	network	network	NOUN
fbem-27662	83	8	also	also	ADV
fbem-27662	83	9	requires	require	VERB
fbem-27662	83	10	rigorous	rigorous	ADJ
fbem-27662	83	11	risk	risk	NOUN
fbem-27662	83	12	assessment	assessment	NOUN
fbem-27662	83	13	,	,	PUNCT
fbem-27662	83	14	including	include	VERB
fbem-27662	83	15	understanding	understand	VERB
fbem-27662	83	16	trade	trade	NOUN
fbem-27662	83	17	policies	policy	NOUN
fbem-27662	83	18	,	,	PUNCT
fbem-27662	83	19	market	market	NOUN
fbem-27662	83	20	demand	demand	NOUN
fbem-27662	83	21	changes	change	NOUN
fbem-27662	83	22	and	and	CCONJ
fbem-27662	83	23	regional	regional	ADJ
fbem-27662	83	24	political	political	ADJ
fbem-27662	83	25	risks	risk	NOUN
fbem-27662	83	26	in	in	ADP
fbem-27662	83	27	each	each	DET
fbem-27662	83	28	region	region	NOUN
fbem-27662	83	29	to	to	PART
fbem-27662	83	30	construct	construct	VERB
fbem-27662	83	31	a	a	DET
fbem-27662	83	32	supply	supply	NOUN
fbem-27662	83	33	network	network	NOUN
fbem-27662	83	34	that	that	PRON
fbem-27662	83	35	can	can	AUX
fbem-27662	83	36	self	self	NOUN
fbem-27662	83	37	-	-	PUNCT
fbem-27662	83	38	repair	repair	NOUN
fbem-27662	83	39	in	in	ADP
fbem-27662	83	40	the	the	DET
fbem-27662	83	41	event	event	NOUN
fbem-27662	83	42	of	of	ADP
fbem-27662	83	43	a	a	DET
fbem-27662	83	44	crisis	crisis	NOUN
fbem-27662	83	45	.	.	PUNCT
fbem-27662	84	1	a	a	DET
fbem-27662	84	2	resilient	resilient	ADJ
fbem-27662	84	3	supply	supply	NOUN
fbem-27662	84	4	chain	chain	NOUN
fbem-27662	84	5	network	network	NOUN
fbem-27662	84	6	should	should	AUX
fbem-27662	84	7	not	not	PART
fbem-27662	84	8	only	only	ADV
fbem-27662	84	9	focus	focus	VERB
fbem-27662	84	10	on	on	ADP
fbem-27662	84	11	the	the	DET
fbem-27662	84	12	assessment	assessment	NOUN
fbem-27662	84	13	and	and	CCONJ
fbem-27662	84	14	prediction	prediction	NOUN
fbem-27662	84	15	of	of	ADP
fbem-27662	84	16	process	process	NOUN
fbem-27662	84	17	vulnerability	vulnerability	NOUN
fbem-27662	84	18	but	but	CCONJ
fbem-27662	84	19	also	also	ADV
fbem-27662	84	20	regard	regard	VERB
fbem-27662	84	21	the	the	DET
fbem-27662	84	22	health	health	NOUN
fbem-27662	84	23	status	status	NOUN
fbem-27662	84	24	of	of	ADP
fbem-27662	84	25	the	the	DET
fbem-27662	84	26	supply	supply	NOUN
fbem-27662	84	27	network	network	NOUN
fbem-27662	84	28	as	as	ADP
fbem-27662	84	29	a	a	DET
fbem-27662	84	30	long	long	ADJ
fbem-27662	84	31	-	-	PUNCT
fbem-27662	84	32	term	term	NOUN
fbem-27662	84	33	investment	investment	NOUN
fbem-27662	84	34	project	project	NOUN
fbem-27662	84	35	,	,	PUNCT
fbem-27662	84	36	forming	form	VERB
fbem-27662	84	37	a	a	DET
fbem-27662	84	38	dynamic	dynamic	ADJ
fbem-27662	84	39	updated	update	VERB
fbem-27662	84	40	risk	risk	NOUN
fbem-27662	84	41	management	management	NOUN
fbem-27662	84	42	mechanism	mechanism	NOUN
fbem-27662	84	43	through	through	ADP
fbem-27662	84	44	continuous	continuous	ADJ
fbem-27662	84	45	data	datum	NOUN
fbem-27662	84	46	analysis	analysis	NOUN
fbem-27662	84	47	and	and	CCONJ
fbem-27662	84	48	risk	risk	NOUN
fbem-27662	84	49	assessment	assessment	NOUN
fbem-27662	84	50	.	.	PUNCT
fbem-27662	85	1	in	in	ADP
fbem-27662	85	2	conclusion	conclusion	NOUN
fbem-27662	85	3	,	,	PUNCT
fbem-27662	85	4	designing	design	VERB
fbem-27662	85	5	a	a	DET
fbem-27662	85	6	resilient	resilient	ADJ
fbem-27662	85	7	supply	supply	NOUN
fbem-27662	85	8	chain	chain	NOUN
fbem-27662	85	9	network	network	NOUN
fbem-27662	85	10	can	can	AUX
fbem-27662	85	11	provide	provide	VERB
fbem-27662	85	12	a	a	DET
fbem-27662	85	13	complete	complete	ADJ
fbem-27662	85	14	solution	solution	NOUN
fbem-27662	85	15	for	for	ADP
fbem-27662	85	16	risk	risk	NOUN
fbem-27662	85	17	management	management	NOUN
fbem-27662	85	18	of	of	ADP
fbem-27662	85	19	the	the	DET
fbem-27662	85	20	international	international	ADJ
fbem-27662	85	21	maritime	maritime	ADJ
fbem-27662	85	22	shipping	shipping	NOUN
fbem-27662	85	23	supply	supply	NOUN
fbem-27662	85	24	chain	chain	NOUN
fbem-27662	85	25	and	and	CCONJ
fbem-27662	85	26	ensure	ensure	VERB
fbem-27662	85	27	the	the	DET
fbem-27662	85	28	stable	stable	ADJ
fbem-27662	85	29	operation	operation	NOUN
fbem-27662	85	30	and	and	CCONJ
fbem-27662	85	31	efficiency	efficiency	NOUN
fbem-27662	85	32	of	of	ADP
fbem-27662	85	33	international	international	ADJ
fbem-27662	85	34	trade	trade	NOUN
fbem-27662	85	35	.	.	PUNCT
fbem-27662	86	1	3	3	X
fbem-27662	86	2	.	.	X
fbem-27662	86	3	future	future	ADJ
fbem-27662	86	4	research	research	NOUN
fbem-27662	86	5	directions	direction	NOUN
fbem-27662	86	6	facing	face	VERB
fbem-27662	86	7	the	the	DET
fbem-27662	86	8	risk	risk	NOUN
fbem-27662	86	9	factors	factor	NOUN
fbem-27662	86	10	of	of	ADP
fbem-27662	86	11	disruptions	disruption	NOUN
fbem-27662	86	12	in	in	ADP
fbem-27662	86	13	the	the	DET
fbem-27662	86	14	international	international	ADJ
fbem-27662	86	15	maritime	maritime	ADJ
fbem-27662	86	16	shipping	shipping	NOUN
fbem-27662	86	17	supply	supply	NOUN
fbem-27662	86	18	chain	chain	NOUN
fbem-27662	86	19	,	,	PUNCT
fbem-27662	86	20	future	future	ADJ
fbem-27662	86	21	research	research	NOUN
fbem-27662	86	22	directions	direction	NOUN
fbem-27662	86	23	should	should	AUX
fbem-27662	86	24	focus	focus	VERB
fbem-27662	86	25	on	on	ADP
fbem-27662	86	26	the	the	DET
fbem-27662	86	27	following	follow	VERB
fbem-27662	86	28	key	key	ADJ
fbem-27662	86	29	areas	area	NOUN
fbem-27662	86	30	:	:	PUNCT
fbem-27662	86	31	in	in	ADP
fbem-27662	86	32	-	-	PUNCT
fbem-27662	86	33	depth	depth	NOUN
fbem-27662	86	34	exploration	exploration	NOUN
fbem-27662	86	35	and	and	CCONJ
fbem-27662	86	36	quantification	quantification	NOUN
fbem-27662	86	37	of	of	ADP
fbem-27662	86	38	systemic	systemic	ADJ
fbem-27662	86	39	risks	risk	NOUN
fbem-27662	86	40	in	in	ADP
fbem-27662	86	41	each	each	DET
fbem-27662	86	42	link	link	NOUN
fbem-27662	86	43	of	of	ADP
fbem-27662	86	44	the	the	DET
fbem-27662	86	45	supply	supply	NOUN
fbem-27662	86	46	chain	chain	NOUN
fbem-27662	86	47	,	,	PUNCT
fbem-27662	86	48	how	how	SCONJ
fbem-27662	86	49	to	to	PART
fbem-27662	86	50	integrate	integrate	VERB
fbem-27662	86	51	and	and	CCONJ
fbem-27662	86	52	optimize	optimize	VERB
fbem-27662	86	53	supply	supply	NOUN
fbem-27662	86	54	chain	chain	NOUN
fbem-27662	86	55	operation	operation	NOUN
fbem-27662	86	56	strategies	strategy	NOUN
fbem-27662	86	57	under	under	ADP
fbem-27662	86	58	different	different	ADJ
fbem-27662	86	59	conditions	condition	NOUN
fbem-27662	86	60	,	,	PUNCT
fbem-27662	86	61	and	and	CCONJ
fbem-27662	86	62	further	further	ADJ
fbem-27662	86	63	development	development	NOUN
fbem-27662	86	64	of	of	ADP
fbem-27662	86	65	a	a	DET
fbem-27662	86	66	robust	robust	ADJ
fbem-27662	86	67	supply	supply	NOUN
fbem-27662	86	68	chain	chain	NOUN
fbem-27662	86	69	risk	risk	NOUN
fbem-27662	86	70	assessment	assessment	NOUN
fbem-27662	86	71	and	and	CCONJ
fbem-27662	86	72	control	control	NOUN
fbem-27662	86	73	framework	framework	NOUN
fbem-27662	86	74	.	.	PUNCT
fbem-27662	87	1	firstly	firstly	ADV
fbem-27662	87	2	,	,	PUNCT
fbem-27662	87	3	with	with	ADP
fbem-27662	87	4	the	the	DET
fbem-27662	87	5	increase	increase	NOUN
fbem-27662	87	6	in	in	ADP
fbem-27662	87	7	the	the	DET
fbem-27662	87	8	complexity	complexity	NOUN
fbem-27662	87	9	and	and	CCONJ
fbem-27662	87	10	uncertainty	uncertainty	NOUN
fbem-27662	87	11	of	of	ADP
fbem-27662	87	12	the	the	DET
fbem-27662	87	13	global	global	ADJ
fbem-27662	87	14	trade	trade	PROPN
fbem-27662	87	15	environment	environment	NOUN
fbem-27662	87	16	,	,	PUNCT
fbem-27662	87	17	it	it	PRON
fbem-27662	87	18	is	be	AUX
fbem-27662	87	19	necessary	necessary	ADJ
fbem-27662	87	20	to	to	PART
fbem-27662	87	21	establish	establish	VERB
fbem-27662	87	22	more	more	ADV
fbem-27662	87	23	complex	complex	ADJ
fbem-27662	87	24	maritime	maritime	ADJ
fbem-27662	87	25	shipping	shipping	NOUN
fbem-27662	87	26	supply	supply	NOUN
fbem-27662	87	27	chain	chain	NOUN
fbem-27662	87	28	models	model	NOUN
fbem-27662	87	29	and	and	CCONJ
fbem-27662	87	30	conduct	conduct	VERB
fbem-27662	87	31	strict	strict	ADJ
fbem-27662	87	32	analysis	analysis	NOUN
fbem-27662	87	33	of	of	ADP
fbem-27662	87	34	the	the	DET
fbem-27662	87	35	sensitivity	sensitivity	NOUN
fbem-27662	87	36	of	of	ADP
fbem-27662	87	37	model	model	NOUN
fbem-27662	87	38	inputs	input	NOUN
fbem-27662	87	39	to	to	PART
fbem-27662	87	40	ensure	ensure	VERB
fbem-27662	87	41	that	that	SCONJ
fbem-27662	87	42	the	the	DET
fbem-27662	87	43	models	model	NOUN
fbem-27662	87	44	can	can	AUX
fbem-27662	87	45	effectively	effectively	ADV
fbem-27662	87	46	simulate	simulate	VERB
fbem-27662	87	47	realworld	realworld	PROPN
fbem-27662	87	48	supply	supply	NOUN
fbem-27662	87	49	chain	chain	NOUN
fbem-27662	87	50	operations	operation	NOUN
fbem-27662	87	51	and	and	CCONJ
fbem-27662	87	52	the	the	DET
fbem-27662	87	53	impact	impact	NOUN
fbem-27662	87	54	of	of	ADP
fbem-27662	87	55	risk	risk	NOUN
fbem-27662	87	56	events	event	NOUN
fbem-27662	87	57	.	.	PUNCT
fbem-27662	88	1	secondly	secondly	ADV
fbem-27662	88	2	,	,	PUNCT
fbem-27662	88	3	in	in	ADP
fbem-27662	88	4	actual	actual	ADJ
fbem-27662	88	5	maritime	maritime	ADJ
fbem-27662	88	6	shipping	shipping	NOUN
fbem-27662	88	7	supply	supply	NOUN
fbem-27662	88	8	chain	chain	NOUN
fbem-27662	88	9	management	management	NOUN
fbem-27662	88	10	,	,	PUNCT
fbem-27662	88	11	creating	create	VERB
fbem-27662	88	12	an	an	DET
fbem-27662	88	13	efficient	efficient	ADJ
fbem-27662	88	14	information	information	NOUN
fbem-27662	88	15	sharing	sharing	NOUN
fbem-27662	88	16	platform	platform	NOUN
fbem-27662	88	17	is	be	AUX
fbem-27662	88	18	crucial	crucial	ADJ
fbem-27662	88	19	.	.	PUNCT
fbem-27662	89	1	an	an	DET
fbem-27662	89	2	ideal	ideal	ADJ
fbem-27662	89	3	platform	platform	NOUN
fbem-27662	89	4	should	should	AUX
fbem-27662	89	5	be	be	AUX
fbem-27662	89	6	able	able	ADJ
fbem-27662	89	7	to	to	PART
fbem-27662	89	8	predict	predict	VERB
fbem-27662	89	9	and	and	CCONJ
fbem-27662	89	10	respond	respond	VERB
fbem-27662	89	11	to	to	ADP
fbem-27662	89	12	potential	potential	ADJ
fbem-27662	89	13	risk	risk	NOUN
fbem-27662	89	14	factors	factor	NOUN
fbem-27662	89	15	in	in	ADP
fbem-27662	89	16	a	a	DET
fbem-27662	89	17	timely	timely	ADJ
fbem-27662	89	18	manner	manner	NOUN
fbem-27662	89	19	through	through	ADP
fbem-27662	89	20	real	real	ADJ
fbem-27662	89	21	-	-	PUNCT
fbem-27662	89	22	time	time	NOUN
fbem-27662	89	23	data	datum	NOUN
fbem-27662	89	24	analysis	analysis	NOUN
fbem-27662	89	25	and	and	CCONJ
fbem-27662	89	26	flow	flow	NOUN
fbem-27662	89	27	.	.	PUNCT
fbem-27662	90	1	for	for	ADP
fbem-27662	90	2	example	example	NOUN
fbem-27662	90	3	,	,	PUNCT
fbem-27662	90	4	a	a	DET
fbem-27662	90	5	platform	platform	NOUN
fbem-27662	90	6	with	with	ADP
fbem-27662	90	7	advanced	advanced	ADJ
fbem-27662	90	8	data	datum	NOUN
fbem-27662	90	9	analysis	analysis	NOUN
fbem-27662	90	10	capabilities	capability	NOUN
fbem-27662	90	11	can	can	AUX
fbem-27662	90	12	collect	collect	VERB
fbem-27662	90	13	and	and	CCONJ
fbem-27662	90	14	process	process	VERB
fbem-27662	90	15	various	various	ADJ
fbem-27662	90	16	environment	environment	NOUN
fbem-27662	90	17	,	,	PUNCT
fbem-27662	90	18	market	market	NOUN
fbem-27662	90	19	and	and	CCONJ
fbem-27662	90	20	policy	policy	NOUN
fbem-27662	90	21	-	-	PUNCT
fbem-27662	90	22	related	relate	VERB
fbem-27662	90	23	information	information	NOUN
fbem-27662	90	24	to	to	PART
fbem-27662	90	25	support	support	VERB
fbem-27662	90	26	the	the	DET
fbem-27662	90	27	formulation	formulation	NOUN
fbem-27662	90	28	of	of	ADP
fbem-27662	90	29	rapid	rapid	ADJ
fbem-27662	90	30	decisionmaking	decisionmaking	NOUN
fbem-27662	90	31	.	.	PUNCT
fbem-27662	91	1	in	in	ADP
fbem-27662	91	2	addition	addition	NOUN
fbem-27662	91	3	,	,	PUNCT
fbem-27662	91	4	considering	consider	VERB
fbem-27662	91	5	the	the	DET
fbem-27662	91	6	diversity	diversity	NOUN
fbem-27662	91	7	of	of	ADP
fbem-27662	91	8	risks	risk	NOUN
fbem-27662	91	9	,	,	PUNCT
fbem-27662	91	10	research	research	NOUN
fbem-27662	91	11	on	on	ADP
fbem-27662	91	12	countermeasures	countermeasure	NOUN
fbem-27662	91	13	for	for	ADP
fbem-27662	91	14	the	the	DET
fbem-27662	91	15	international	international	ADJ
fbem-27662	91	16	maritime	maritime	ADJ
fbem-27662	91	17	shipping	shipping	NOUN
fbem-27662	91	18	supply	supply	NOUN
fbem-27662	91	19	chain	chain	NOUN
fbem-27662	91	20	should	should	AUX
fbem-27662	91	21	involve	involve	VERB
fbem-27662	91	22	in	in	ADP
fbem-27662	91	23	-	-	PUNCT
fbem-27662	91	24	depth	depth	NOUN
fbem-27662	91	25	communication	communication	NOUN
fbem-27662	91	26	network	network	NOUN
fbem-27662	91	27	analysis	analysis	NOUN
fbem-27662	91	28	to	to	PART
fbem-27662	91	29	identify	identify	VERB
fbem-27662	91	30	and	and	CCONJ
fbem-27662	91	31	strengthen	strengthen	VERB
fbem-27662	91	32	the	the	DET
fbem-27662	91	33	compressive	compressive	ADJ
fbem-27662	91	34	capacity	capacity	NOUN
fbem-27662	91	35	of	of	ADP
fbem-27662	91	36	key	key	ADJ
fbem-27662	91	37	nodes	node	NOUN
fbem-27662	91	38	.	.	PUNCT
fbem-27662	92	1	at	at	ADP
fbem-27662	92	2	the	the	DET
fbem-27662	92	3	same	same	ADJ
fbem-27662	92	4	time	time	NOUN
fbem-27662	92	5	,	,	PUNCT
fbem-27662	92	6	how	how	SCONJ
fbem-27662	92	7	to	to	PART
fbem-27662	92	8	design	design	VERB
fbem-27662	92	9	a	a	DET
fbem-27662	92	10	rapid	rapid	ADJ
fbem-27662	92	11	recovery	recovery	NOUN
fbem-27662	92	12	mechanism	mechanism	NOUN
fbem-27662	92	13	after	after	SCONJ
fbem-27662	92	14	disruptions	disruption	NOUN
fbem-27662	92	15	has	have	AUX
fbem-27662	92	16	become	become	VERB
fbem-27662	92	17	an	an	DET
fbem-27662	92	18	urgent	urgent	ADJ
fbem-27662	92	19	problem	problem	NOUN
fbem-27662	92	20	to	to	PART
fbem-27662	92	21	be	be	AUX
fbem-27662	92	22	solved	solve	VERB
fbem-27662	92	23	for	for	ADP
fbem-27662	92	24	inevitable	inevitable	ADJ
fbem-27662	92	25	supply	supply	NOUN
fbem-27662	92	26	chain	chain	NOUN
fbem-27662	92	27	disruption	disruption	NOUN
fbem-27662	92	28	events	event	NOUN
fbem-27662	92	29	.	.	PUNCT
fbem-27662	93	1	research	research	NOUN
fbem-27662	93	2	on	on	ADP
fbem-27662	93	3	such	such	ADJ
fbem-27662	93	4	challenges	challenge	NOUN
fbem-27662	93	5	can	can	AUX
fbem-27662	93	6	provide	provide	VERB
fbem-27662	93	7	guidance	guidance	NOUN
fbem-27662	93	8	and	and	CCONJ
fbem-27662	93	9	application	application	NOUN
fbem-27662	93	10	strategies	strategy	NOUN
fbem-27662	93	11	for	for	ADP
fbem-27662	93	12	the	the	DET
fbem-27662	93	13	rapid	rapid	ADJ
fbem-27662	93	14	response	response	NOUN
fbem-27662	93	15	and	and	CCONJ
fbem-27662	93	16	reconstruction	reconstruction	NOUN
fbem-27662	93	17	of	of	ADP
fbem-27662	93	18	the	the	DET
fbem-27662	93	19	supply	supply	NOUN
fbem-27662	93	20	chain	chain	NOUN
fbem-27662	93	21	.	.	PUNCT
fbem-27662	94	1	to	to	PART
fbem-27662	94	2	sum	sum	VERB
fbem-27662	94	3	up	up	ADP
fbem-27662	94	4	,	,	PUNCT
fbem-27662	94	5	future	future	ADJ
fbem-27662	94	6	research	research	NOUN
fbem-27662	94	7	should	should	AUX
fbem-27662	94	8	be	be	AUX
fbem-27662	94	9	committed	commit	VERB
fbem-27662	94	10	to	to	ADP
fbem-27662	94	11	identifying	identify	VERB
fbem-27662	94	12	and	and	CCONJ
fbem-27662	94	13	assessing	assess	VERB
fbem-27662	94	14	risks	risk	NOUN
fbem-27662	94	15	from	from	ADP
fbem-27662	94	16	a	a	DET
fbem-27662	94	17	systematic	systematic	ADJ
fbem-27662	94	18	perspective	perspective	NOUN
fbem-27662	94	19	,	,	PUNCT
fbem-27662	94	20	developing	develop	VERB
fbem-27662	94	21	more	more	ADV
fbem-27662	94	22	flexible	flexible	ADJ
fbem-27662	94	23	and	and	CCONJ
fbem-27662	94	24	resilient	resilient	ADJ
fbem-27662	94	25	supply	supply	NOUN
fbem-27662	94	26	chain	chain	NOUN
fbem-27662	94	27	structures	structure	NOUN
fbem-27662	94	28	,	,	PUNCT
fbem-27662	94	29	and	and	CCONJ
fbem-27662	94	30	adopting	adopt	VERB
fbem-27662	94	31	innovative	innovative	ADJ
fbem-27662	94	32	strategies	strategy	NOUN
fbem-27662	94	33	and	and	CCONJ
fbem-27662	94	34	technologies	technology	NOUN
fbem-27662	94	35	to	to	PART
fbem-27662	94	36	improve	improve	VERB
fbem-27662	94	37	the	the	DET
fbem-27662	94	38	adaptability	adaptability	NOUN
fbem-27662	94	39	and	and	CCONJ
fbem-27662	94	40	resilience	resilience	NOUN
fbem-27662	94	41	of	of	ADP
fbem-27662	94	42	the	the	DET
fbem-27662	94	43	entire	entire	ADJ
fbem-27662	94	44	system	system	NOUN
fbem-27662	94	45	.	.	PUNCT
fbem-27662	95	1	references	reference	NOUN
fbem-27662	95	2	[	[	X
fbem-27662	95	3	1	1	NUM
fbem-27662	95	4	]	]	X
fbem-27662	95	5	li	li	PROPN
fbem-27662	95	6	l	l	PROPN
fbem-27662	95	7	,	,	PUNCT
fbem-27662	95	8	xiong	xiong	PROPN
fbem-27662	95	9	x	x	PROPN
fbem-27662	95	10	,	,	PUNCT
fbem-27662	95	11	yuan	yuan	PROPN
fbem-27662	95	12	h.	h.	PROPN
fbem-27662	95	13	ships	ships	PROPN
fbem-27662	95	14	’	'	PUNCT
fbem-27662	95	15	response	response	NOUN
fbem-27662	95	16	strategies	strategy	NOUN
fbem-27662	95	17	to	to	PART
fbem-27662	95	18	port	port	NOUN
fbem-27662	95	19	disruptions	disruption	NOUN
fbem-27662	95	20	caused	cause	VERB
fbem-27662	95	21	by	by	ADP
fbem-27662	95	22	hurricanes	hurricane	NOUN
fbem-27662	96	1	[	[	X
fbem-27662	96	2	j	j	X
fbem-27662	96	3	]	]	X
fbem-27662	96	4	.	.	PUNCT
fbem-27662	97	1	ocean	ocean	PROPN
fbem-27662	97	2	&	&	CCONJ
fbem-27662	97	3	coastal	coastal	ADJ
fbem-27662	97	4	management	management	NOUN
fbem-27662	97	5	,	,	PUNCT
fbem-27662	97	6	2022	2022	NUM
fbem-27662	97	7	,	,	PUNCT
fbem-27662	97	8	227	227	NUM
fbem-27662	97	9	:	:	SYM
fbem-27662	97	10	106275	106275	NUM
fbem-27662	97	11	.	.	PUNCT
fbem-27662	97	12	178	178	NUM
fbem-27662	98	1	[	[	X
fbem-27662	98	2	2	2	NUM
fbem-27662	98	3	]	]	X
fbem-27662	98	4	brocken	brocken	NOUN
fbem-27662	98	5	e	e	NOUN
fbem-27662	98	6	m.	m.	NOUN
fbem-27662	98	7	improving	improve	VERB
fbem-27662	98	8	the	the	DET
fbem-27662	98	9	reliability	reliability	NOUN
fbem-27662	98	10	of	of	ADP
fbem-27662	98	11	ship	ship	NOUN
fbem-27662	98	12	machinery	machinery	NOUN
fbem-27662	98	13	:	:	PUNCT
fbem-27662	98	14	a	a	DET
fbem-27662	98	15	step	step	NOUN
fbem-27662	98	16	towards	towards	ADP
fbem-27662	98	17	unmanned	unmanned	ADJ
fbem-27662	98	18	shipping	shipping	NOUN
fbem-27662	99	1	[	[	X
fbem-27662	99	2	j	j	X
fbem-27662	99	3	]	]	X
fbem-27662	99	4	.	.	PUNCT
fbem-27662	100	1	2016	2016	NUM
fbem-27662	100	2	.	.	PUNCT
fbem-27662	101	1	[	[	X
fbem-27662	101	2	3	3	NUM
fbem-27662	101	3	]	]	X
fbem-27662	101	4	guo	guo	PROPN
fbem-27662	101	5	jian	jian	PROPN
fbem-27662	101	6	-	-	PUNCT
fbem-27662	101	7	ke	ke	PROPN
fbem-27662	101	8	,	,	PUNCT
fbem-27662	101	9	dong	dong	PROPN
fbem-27662	101	10	meng	meng	PROPN
fbem-27662	101	11	-	-	PUNCT
fbem-27662	101	12	ru	ru	PROPN
fbem-27662	101	13	,	,	PUNCT
fbem-27662	101	14	han	han	PROPN
fbem-27662	101	15	zeng	zeng	PROPN
fbem-27662	101	16	-	-	PUNCT
fbem-27662	101	17	lin	lin	PROPN
fbem-27662	101	18	,	,	PUNCT
fbem-27662	101	19	qin	qin	PROPN
fbem-27662	101	20	ya	ya	PROPN
fbem-27662	101	21	-	-	PUNCT
fbem-27662	101	22	feng	feng	PROPN
fbem-27662	101	23	.	.	PUNCT
fbem-27662	102	1	the	the	DET
fbem-27662	102	2	research	research	NOUN
fbem-27662	102	3	progress	progress	NOUN
fbem-27662	102	4	and	and	CCONJ
fbem-27662	102	5	prospect	prospect	NOUN
fbem-27662	102	6	of	of	ADP
fbem-27662	102	7	marine	marine	ADJ
fbem-27662	102	8	geoeconomics	geoeconomic	NOUN
fbem-27662	103	1	[	[	X
fbem-27662	103	2	j	j	X
fbem-27662	103	3	]	]	X
fbem-27662	103	4	.	.	PUNCT
fbem-27662	104	1	journal	journal	PROPN
fbem-27662	104	2	of	of	ADP
fbem-27662	104	3	natural	natural	ADJ
fbem-27662	104	4	resources	resource	NOUN
fbem-27662	104	5	,	,	PUNCT
fbem-27662	104	6	2024	2024	NUM
fbem-27662	104	7	,	,	PUNCT
fbem-27662	104	8	39(2	39(2	NUM
fbem-27662	104	9	):	):	PUNCT
fbem-27662	104	10	287306	287306	NUM
fbem-27662	105	1	[	[	X
fbem-27662	105	2	4	4	X
fbem-27662	105	3	]	]	X
fbem-27662	105	4	li	li	PROPN
fbem-27662	105	5	x	x	PROPN
fbem-27662	105	6	,	,	PUNCT
fbem-27662	105	7	wang	wang	PROPN
fbem-27662	105	8	w	w	PROPN
fbem-27662	105	9	,	,	PUNCT
fbem-27662	105	10	gu	gu	NOUN
fbem-27662	105	11	h	h	PROPN
fbem-27662	105	12	,	,	PUNCT
fbem-27662	105	13	et	et	PROPN
fbem-27662	105	14	al	al	PROPN
fbem-27662	105	15	.	.	PROPN
fbem-27662	105	16	exploring	explore	VERB
fbem-27662	105	17	an	an	DET
fbem-27662	105	18	early	early	ADJ
fbem-27662	105	19	warning	warning	NOUN
fbem-27662	105	20	system	system	NOUN
fbem-27662	105	21	for	for	ADP
fbem-27662	105	22	maritime	maritime	ADJ
fbem-27662	105	23	security	security	NOUN
fbem-27662	105	24	risks	risk	NOUN
fbem-27662	105	25	:	:	PUNCT
fbem-27662	105	26	an	an	DET
fbem-27662	105	27	approach	approach	NOUN
fbem-27662	105	28	based	base	VERB
fbem-27662	105	29	on	on	ADP
fbem-27662	105	30	compressed	compressed	ADJ
fbem-27662	105	31	sensing	sense	VERB
fbem-27662	105	32	[	[	X
fbem-27662	105	33	j	j	X
fbem-27662	105	34	]	]	X
fbem-27662	105	35	.	.	PUNCT
fbem-27662	106	1	expert	expert	NOUN
fbem-27662	106	2	systems	system	NOUN
fbem-27662	106	3	with	with	ADP
fbem-27662	106	4	applications	application	NOUN
fbem-27662	106	5	,	,	PUNCT
fbem-27662	106	6	2024	2024	NUM
fbem-27662	106	7	,	,	PUNCT
fbem-27662	106	8	249	249	NUM
fbem-27662	106	9	:	:	SYM
fbem-27662	106	10	123670	123670	NUM
fbem-27662	106	11	.	.	PUNCT
fbem-27662	107	1	[	[	X
fbem-27662	107	2	5	5	NUM
fbem-27662	107	3	]	]	X
fbem-27662	107	4	han	han	PROPN
fbem-27662	107	5	jun	jun	PROPN
fbem-27662	107	6	-	-	PUNCT
fbem-27662	107	7	song	song	NOUN
fbem-27662	107	8	,	,	PUNCT
fbem-27662	107	9	xiong	xiong	PROPN
fbem-27662	107	10	de	de	PROPN
fbem-27662	107	11	-	-	PROPN
fbem-27662	107	12	qi	qi	PROPN
fbem-27662	107	13	,	,	PUNCT
fbem-27662	107	14	liao	liao	PROPN
fbem-27662	107	15	guo	guo	PROPN
fbem-27662	107	16	-	-	PUNCT
fbem-27662	107	17	xiang	xiang	PROPN
fbem-27662	107	18	.	.	PUNCT
fbem-27662	108	1	the	the	DET
fbem-27662	108	2	development	development	NOUN
fbem-27662	108	3	and	and	CCONJ
fbem-27662	108	4	application	application	NOUN
fbem-27662	108	5	of	of	ADP
fbem-27662	108	6	marine	marine	ADJ
fbem-27662	108	7	traffic	traffic	NOUN
fbem-27662	108	8	accident	accident	NOUN
fbem-27662	108	9	map	map	NOUN
fbem-27662	109	1	[	[	X
fbem-27662	109	2	j	j	X
fbem-27662	109	3	]	]	X
fbem-27662	109	4	.	.	PUNCT
fbem-27662	110	1	china	china	PROPN
fbem-27662	110	2	maritime	maritime	PROPN
fbem-27662	110	3	safety	safety	NOUN
fbem-27662	110	4	,	,	PUNCT
fbem-27662	110	5	2021(12):23	2021(12):23	NUM
fbem-27662	110	6	-	-	SYM
fbem-27662	110	7	26,38	26,38	NUM
fbem-27662	110	8	.	.	PUNCT
fbem-27662	111	1	doi:10.16831	doi:10.16831	X
fbem-27662	111	2	/	/	SYM
fbem-27662	111	3	j.cnki.issn1673	j.cnki.issn1673	PROPN
fbem-27662	111	4	-	-	PUNCT
fbem-27662	111	5	2278.2021.12.005	2278.2021.12.005	PROPN
fbem-27662	111	6	.	.	PUNCT
fbem-27662	112	1	[	[	X
fbem-27662	112	2	6	6	NUM
fbem-27662	112	3	]	]	X
fbem-27662	112	4	jia	jia	PROPN
fbem-27662	112	5	x	x	PROPN
fbem-27662	112	6	,	,	PUNCT
fbem-27662	112	7	zhang	zhang	PROPN
fbem-27662	112	8	d.	d.	PROPN
fbem-27662	112	9	prediction	prediction	NOUN
fbem-27662	112	10	of	of	ADP
fbem-27662	112	11	maritime	maritime	ADJ
fbem-27662	112	12	logistics	logistic	NOUN
fbem-27662	112	13	service	service	NOUN
fbem-27662	112	14	risks	risk	NOUN
fbem-27662	112	15	applying	apply	VERB
fbem-27662	112	16	soft	soft	ADJ
fbem-27662	112	17	set	set	NOUN
fbem-27662	112	18	based	base	VERB
fbem-27662	112	19	association	association	NOUN
fbem-27662	112	20	rule	rule	NOUN
fbem-27662	112	21	:	:	PUNCT
fbem-27662	112	22	an	an	DET
fbem-27662	112	23	early	early	ADJ
fbem-27662	112	24	warning	warning	NOUN
fbem-27662	112	25	model	model	NOUN
fbem-27662	113	1	[	[	X
fbem-27662	113	2	j	j	X
fbem-27662	113	3	]	]	X
fbem-27662	113	4	.	.	PUNCT
fbem-27662	114	1	reliability	reliability	NOUN
fbem-27662	114	2	engineering	engineering	NOUN
fbem-27662	114	3	&	&	CCONJ
fbem-27662	114	4	system	system	NOUN
fbem-27662	114	5	safety	safety	NOUN
fbem-27662	114	6	,	,	PUNCT
fbem-27662	114	7	2021	2021	NUM
fbem-27662	114	8	,	,	PUNCT
fbem-27662	114	9	207	207	NUM
fbem-27662	114	10	:	:	PUNCT
fbem-27662	114	11	107339	107339	NUM
fbem-27662	114	12	.	.	PUNCT
fbem-27662	115	1	[	[	X
fbem-27662	115	2	7	7	NUM
fbem-27662	115	3	]	]	SYM
fbem-27662	115	4	gelareh	gelareh	NOUN
fbem-27662	115	5	s	s	PART
fbem-27662	115	6	,	,	PUNCT
fbem-27662	115	7	pisinger	pisinger	NOUN
fbem-27662	115	8	d.	d.	PROPN
fbem-27662	115	9	fleet	fleet	PROPN
fbem-27662	115	10	deployment	deployment	PROPN
fbem-27662	115	11	,	,	PUNCT
fbem-27662	115	12	network	network	NOUN
fbem-27662	115	13	design	design	NOUN
fbem-27662	115	14	and	and	CCONJ
fbem-27662	115	15	hub	hub	NOUN
fbem-27662	115	16	location	location	NOUN
fbem-27662	115	17	of	of	ADP
fbem-27662	115	18	liner	liner	NOUN
fbem-27662	115	19	shipping	shipping	NOUN
fbem-27662	115	20	companies	company	NOUN
fbem-27662	116	1	[	[	X
fbem-27662	116	2	j	j	X
fbem-27662	116	3	]	]	X
fbem-27662	116	4	.	.	PUNCT
fbem-27662	117	1	transportation	transportation	NOUN
fbem-27662	117	2	research	research	NOUN
fbem-27662	117	3	part	part	NOUN
fbem-27662	117	4	e	e	NOUN
fbem-27662	117	5	:	:	PUNCT
fbem-27662	117	6	logistics	logistic	NOUN
fbem-27662	117	7	and	and	CCONJ
fbem-27662	117	8	transportation	transportation	NOUN
fbem-27662	117	9	review	review	NOUN
fbem-27662	117	10	,	,	PUNCT
fbem-27662	117	11	2011	2011	NUM
fbem-27662	117	12	,	,	PUNCT
fbem-27662	117	13	47(6	47(6	NUM
fbem-27662	117	14	):	):	PUNCT
fbem-27662	117	15	947	947	NUM
fbem-27662	117	16	-	-	SYM
fbem-27662	117	17	964	964	NUM
fbem-27662	117	18	.	.	PUNCT
fbem-27662	118	1	[	[	X
fbem-27662	118	2	8	8	NUM
fbem-27662	118	3	]	]	X
fbem-27662	118	4	liu	liu	PROPN
fbem-27662	118	5	changjian	changjian	PROPN
fbem-27662	118	6	,	,	PUNCT
fbem-27662	118	7	sun	sun	NOUN
fbem-27662	118	8	hanbing	hanbing	NOUN
fbem-27662	118	9	,	,	PUNCT
fbem-27662	118	10	yuan	yuan	PROPN
fbem-27662	118	11	ziwen	ziwen	NOUN
fbem-27662	118	12	,	,	PUNCT
fbem-27662	118	13	zhang	zhang	PROPN
fbem-27662	118	14	xiaoqing	xiaoqing	PROPN
fbem-27662	118	15	,	,	PUNCT
fbem-27662	118	16	bi	bi	PROPN
fbem-27662	118	17	shanshan	shanshan	PROPN
fbem-27662	118	18	,	,	PUNCT
fbem-27662	118	19	shen	shen	PROPN
fbem-27662	118	20	yihua	yihua	PROPN
fbem-27662	118	21	,	,	PUNCT
fbem-27662	118	22	xu	xu	PROPN
fbem-27662	118	23	li	li	PROPN
fbem-27662	118	24	,	,	PUNCT
fbem-27662	118	25	tian	tian	PROPN
fbem-27662	118	26	jia	jia	PROPN
fbem-27662	118	27	.	.	PUNCT
fbem-27662	119	1	the	the	DET
fbem-27662	119	2	route	route	NOUN
fbem-27662	119	3	of	of	ADP
fbem-27662	119	4	systematically	systematically	ADV
fbem-27662	119	5	improving	improve	VERB
fbem-27662	119	6	the	the	DET
fbem-27662	119	7	toughness	toughness	NOUN
fbem-27662	119	8	of	of	ADP
fbem-27662	119	9	china	china	PROPN
fbem-27662	119	10	's	's	PART
fbem-27662	119	11	international	international	ADJ
fbem-27662	119	12	logistics	logistic	NOUN
fbem-27662	119	13	supply	supply	NOUN
fbem-27662	119	14	chain	chain	NOUN
fbem-27662	119	15	[	[	X
fbem-27662	119	16	j	j	X
fbem-27662	119	17	]	]	X
fbem-27662	119	18	.	.	PUNCT
fbem-27662	120	1	science	science	PROPN
fbem-27662	120	2	&	&	CCONJ
fbem-27662	120	3	technology	technology	PROPN
fbem-27662	120	4	review	review	PROPN
fbem-27662	120	5	,	,	PUNCT
fbem-27662	120	6	2022	2022	NUM
fbem-27662	120	7	,	,	PUNCT
fbem-27662	120	8	40(14	40(14	NUM
fbem-27662	120	9	):	):	PUNCT
fbem-27662	120	10	73	73	NUM
fbem-27662	120	11	-	-	SYM
fbem-27662	120	12	79	79	NUM
fbem-27662	121	1	[	[	X
fbem-27662	121	2	9	9	NUM
fbem-27662	121	3	]	]	PUNCT
fbem-27662	121	4	chu	chu	PROPN
fbem-27662	121	5	l	l	PROPN
fbem-27662	121	6	y	y	PROPN
fbem-27662	121	7	,	,	PUNCT
fbem-27662	121	8	wang	wang	PROPN
fbem-27662	121	9	m	m	PROPN
fbem-27662	121	10	y	y	PROPN
fbem-27662	121	11	,	,	PUNCT
fbem-27662	121	12	chen	chen	PROPN
fbem-27662	121	13	x	x	PROPN
fbem-27662	122	1	q.a	q.a	PRON
fbem-27662	122	2	review	review	NOUN
fbem-27662	122	3	and	and	CCONJ
fbem-27662	122	4	prospects	prospect	NOUN
fbem-27662	122	5	of	of	ADP
fbem-27662	122	6	research	research	NOUN
fbem-27662	122	7	on	on	ADP
fbem-27662	122	8	risk	risk	NOUN
fbem-27662	122	9	,	,	PUNCT
fbem-27662	122	10	vulnerability	vulnerability	NOUN
fbem-27662	122	11	,	,	PUNCT
fbem-27662	122	12	and	and	CCONJ
fbem-27662	122	13	resilience	resilience	NOUN
fbem-27662	122	14	of	of	ADP
fbem-27662	122	15	international	international	ADJ
fbem-27662	122	16	maritime	maritime	ADJ
fbem-27662	122	17	supply	supply	NOUN
fbem-27662	122	18	chain	chain	NOUN
fbem-27662	123	1	[	[	X
fbem-27662	123	2	j	j	X
fbem-27662	123	3	]	]	X
fbem-27662	123	4	.	.	PUNCT
fbem-27662	124	1	logistics	logistic	NOUN
fbem-27662	124	2	research	research	NOUN
fbem-27662	124	3	,	,	PUNCT
fbem-27662	124	4	2024	2024	NUM
fbem-27662	124	5	,	,	PUNCT
fbem-27662	124	6	(	(	PUNCT
fbem-27662	124	7	03):18	03):18	NUM
fbem-27662	124	8	-	-	SYM
fbem-27662	124	9	27	27	NUM
fbem-27662	124	10	.	.	PUNCT
fbem-27662	125	1	[	[	X
fbem-27662	125	2	10	10	NUM
fbem-27662	125	3	]	]	PUNCT
fbem-27662	125	4	subran	subran	NOUN
fbem-27662	125	5	l	l	NOUN
fbem-27662	125	6	,	,	PUNCT
fbem-27662	125	7	boata	boata	VERB
fbem-27662	125	8	a	a	PRON
fbem-27662	125	9	,	,	PUNCT
fbem-27662	125	10	huang	huang	PROPN
fbem-27662	125	11	f	f	PROPN
fbem-27662	125	12	,	,	PUNCT
fbem-27662	125	13	et	et	PROPN
fbem-27662	125	14	al	al	PROPN
fbem-27662	125	15	.	.	PUNCT
fbem-27662	126	1	the	the	DET
fbem-27662	126	2	suez	suez	PROPN
fbem-27662	126	3	canal	canal	PROPN
fbem-27662	126	4	ship	ship	NOUN
fbem-27662	126	5	is	be	AUX
fbem-27662	126	6	not	not	PART
fbem-27662	126	7	the	the	DET
fbem-27662	126	8	only	only	ADJ
fbem-27662	126	9	thing	thing	NOUN
fbem-27662	126	10	clogging	clog	VERB
fbem-27662	126	11	global	global	ADJ
fbem-27662	126	12	trade	trade	NOUN
fbem-27662	127	1	[	[	X
fbem-27662	127	2	j	j	X
fbem-27662	127	3	]	]	X
fbem-27662	127	4	.	.	PUNCT
fbem-27662	128	1	europe	europe	PROPN
fbem-27662	128	2	,	,	PUNCT
fbem-27662	128	3	2021	2021	NUM
fbem-27662	128	4	,	,	PUNCT
fbem-27662	128	5	2	2	NUM
fbem-27662	128	6	:	:	SYM
fbem-27662	128	7	1	1	NUM
fbem-27662	128	8	.	.	PUNCT
fbem-27662	129	1	[	[	X
fbem-27662	129	2	11	11	NUM
fbem-27662	129	3	]	]	X
fbem-27662	129	4	zhang	zhang	PROPN
fbem-27662	129	5	t.	t.	PROPN
fbem-27662	129	6	the	the	DET
fbem-27662	129	7	implications	implication	NOUN
fbem-27662	129	8	of	of	ADP
fbem-27662	129	9	the	the	DET
fbem-27662	129	10	grounding	grounding	NOUN
fbem-27662	129	11	incident	incident	NOUN
fbem-27662	129	12	of	of	ADP
fbem-27662	129	13	the	the	DET
fbem-27662	129	14	container	container	NOUN
fbem-27662	129	15	ship	ship	NOUN
fbem-27662	129	16	"	"	PUNCT
fbem-27662	129	17	ever	ever	ADV
fbem-27662	129	18	given	give	VERB
fbem-27662	129	19	"	"	PUNCT
fbem-27662	129	20	for	for	ADP
fbem-27662	129	21	cargo	cargo	NOUN
fbem-27662	129	22	owners	owner	NOUN
fbem-27662	129	23	in	in	ADP
fbem-27662	129	24	preventing	prevent	VERB
fbem-27662	129	25	risks	risk	NOUN
fbem-27662	129	26	in	in	ADP
fbem-27662	129	27	international	international	ADJ
fbem-27662	129	28	maritime	maritime	ADJ
fbem-27662	129	29	shipping	shipping	NOUN
fbem-27662	129	30	,	,	PUNCT
fbem-27662	129	31	2022	2022	NUM
fbem-27662	129	32	,	,	PUNCT
fbem-27662	129	33	44(09	44(09	NUM
fbem-27662	129	34	):	):	PUNCT
fbem-27662	129	35	2629	2629	NUM
fbem-27662	129	36	+	+	ADJ
fbem-27662	129	37	33.doi:10.13340	33.doi:10.13340	NUM
fbem-27662	129	38	/	/	SYM
fbem-27662	129	39	j.jsm.2022.09.003	j.jsm.2022.09.003	NOUN
fbem-27662	129	40	.	.	PUNCT
fbem-27662	130	1	[	[	X
fbem-27662	130	2	12	12	NUM
fbem-27662	130	3	]	]	X
fbem-27662	130	4	w	w	PROPN
fbem-27662	130	5	wang	wang	PROPN
fbem-27662	130	6	,	,	PUNCT
fbem-27662	130	7	r	r	NOUN
fbem-27662	130	8	chi	chi	NOUN
fbem-27662	130	9	,	,	PUNCT
fbem-27662	130	10	c	c	PROPN
fbem-27662	130	11	liu	liu	PROPN
fbem-27662	130	12	.	.	PUNCT
fbem-27662	131	1	modeling	model	VERB
fbem-27662	131	2	on	on	ADP
fbem-27662	131	3	disruption	disruption	NOUN
fbem-27662	131	4	risk	risk	NOUN
fbem-27662	131	5	prediction	prediction	NOUN
fbem-27662	131	6	of	of	ADP
fbem-27662	131	7	manufacturing	manufacturing	NOUN
fbem-27662	131	8	supply	supply	NOUN
fbem-27662	131	9	chain	chain	NOUN
fbem-27662	131	10	based	base	VERB
fbem-27662	131	11	on	on	ADP
fbem-27662	131	12	c4.5	c4.5	PROPN
fbem-27662	131	13	algorithm	algorithm	NOUN
fbem-27662	131	14	[	[	X
fbem-27662	131	15	d	d	X
fbem-27662	131	16	]	]	X
fbem-27662	131	17	.	.	PUNCT
fbem-27662	132	1	international	international	ADJ
fbem-27662	132	2	journal	journal	PROPN
fbem-27662	132	3	of	of	ADP
fbem-27662	132	4	circuits	circuit	NOUN
fbem-27662	132	5	,	,	PUNCT
fbem-27662	132	6	2021	2021	NUM
fbem-27662	132	7	.	.	PUNCT
fbem-27662	133	1	[	[	X
fbem-27662	133	2	13	13	NUM
fbem-27662	133	3	]	]	SYM
fbem-27662	133	4	j	j	PROPN
fbem-27662	133	5	hui	hui	PROPN
fbem-27662	133	6	-	-	PUNCT
fbem-27662	133	7	hua	hua	PROPN
fbem-27662	133	8	,	,	PUNCT
fbem-27662	133	9	m	m	PROPN
fbem-27662	133	10	school	school	NOUN
fbem-27662	133	11	,	,	PUNCT
fbem-27662	133	12	zs	zs	PROPN
fbem-27662	133	13	university	university	PROPN
fbem-27662	133	14	.	.	PUNCT
fbem-27662	134	1	study	study	NOUN
fbem-27662	134	2	on	on	ADP
fbem-27662	134	3	causes	cause	NOUN
fbem-27662	134	4	,	,	PUNCT
fbem-27662	134	5	effects	effect	NOUN
fbem-27662	134	6	and	and	CCONJ
fbem-27662	134	7	countermeasures	countermeasure	NOUN
fbem-27662	134	8	of	of	ADP
fbem-27662	134	9	supply	supply	NOUN
fbem-27662	134	10	chain	chain	NOUN
fbem-27662	134	11	disruption	disruption	NOUN
fbem-27662	134	12	risk	risk	NOUN
fbem-27662	135	1	[	[	X
fbem-27662	135	2	d	d	X
fbem-27662	135	3	]	]	X
fbem-27662	135	4	.	.	PUNCT
fbem-27662	136	1	special	special	ADJ
fbem-27662	136	2	zone	zone	NOUN
fbem-27662	136	3	economy	economy	NOUN
fbem-27662	136	4	,	,	PUNCT
fbem-27662	136	5	2019	2019	NUM
fbem-27662	136	6	.	.	PUNCT
fbem-27662	137	1	[	[	X
fbem-27662	137	2	14	14	NUM
fbem-27662	137	3	]	]	X
fbem-27662	137	4	zhu	zhu	PROPN
fbem-27662	137	5	bingxiao	bingxiao	NOUN
fbem-27662	137	6	.	.	PUNCT
fbem-27662	138	1	dynamic	dynamic	ADJ
fbem-27662	138	2	risk	risk	NOUN
fbem-27662	138	3	assessment	assessment	NOUN
fbem-27662	138	4	of	of	ADP
fbem-27662	138	5	supply	supply	NOUN
fbem-27662	138	6	chain	chain	NOUN
fbem-27662	138	7	cooperation	cooperation	NOUN
fbem-27662	138	8	in	in	ADP
fbem-27662	138	9	manufacturing	manufacturing	NOUN
fbem-27662	138	10	enterprises	enterprise	NOUN
fbem-27662	139	1	[	[	X
fbem-27662	139	2	d	d	X
fbem-27662	139	3	]	]	X
fbem-27662	139	4	.	.	PUNCT
fbem-27662	140	1	lanzhou	lanzhou	PROPN
fbem-27662	140	2	university	university	PROPN
fbem-27662	140	3	of	of	ADP
fbem-27662	140	4	technology	technology	NOUN
fbem-27662	140	5	,	,	PUNCT
fbem-27662	140	6	2019	2019	NUM
fbem-27662	140	7	.	.	PUNCT