id	sid	tid	token	lemma	pos
k3569309t1k	1	1	metal	metal	NOUN
k3569309t1k	1	2	-	-	PUNCT
k3569309t1k	1	3	bacteria	bacteria	NOUN
k3569309t1k	1	4	adsorption	adsorption	NOUN
k3569309t1k	1	5	reactions	reaction	NOUN
k3569309t1k	1	6	play	play	VERB
k3569309t1k	1	7	a	a	DET
k3569309t1k	1	8	role	role	NOUN
k3569309t1k	1	9	in	in	ADP
k3569309t1k	1	10	controlling	control	VERB
k3569309t1k	1	11	the	the	DET
k3569309t1k	1	12	distribution	distribution	NOUN
k3569309t1k	1	13	of	of	ADP
k3569309t1k	1	14	metals	metal	NOUN
k3569309t1k	1	15	in	in	ADP
k3569309t1k	1	16	the	the	DET
k3569309t1k	1	17	environment	environment	NOUN
k3569309t1k	1	18	.	.	PUNCT
k3569309t1k	2	1	the	the	DET
k3569309t1k	2	2	ability	ability	NOUN
k3569309t1k	2	3	to	to	PART
k3569309t1k	2	4	predict	predict	VERB
k3569309t1k	2	5	the	the	DET
k3569309t1k	2	6	fate	fate	NOUN
k3569309t1k	2	7	of	of	ADP
k3569309t1k	2	8	metals	metal	NOUN
k3569309t1k	2	9	in	in	ADP
k3569309t1k	2	10	complex	complex	ADJ
k3569309t1k	2	11	geological	geological	ADJ
k3569309t1k	2	12	systems	system	NOUN
k3569309t1k	2	13	is	be	AUX
k3569309t1k	2	14	dependent	dependent	ADJ
k3569309t1k	2	15	on	on	ADP
k3569309t1k	2	16	:	:	PUNCT
k3569309t1k	2	17	understanding	understand	VERB
k3569309t1k	2	18	bacterial	bacterial	ADJ
k3569309t1k	2	19	adsorption	adsorption	NOUN
k3569309t1k	2	20	mechanisms	mechanism	NOUN
k3569309t1k	2	21	,	,	PUNCT
k3569309t1k	2	22	being	be	AUX
k3569309t1k	2	23	able	able	ADJ
k3569309t1k	2	24	to	to	PART
k3569309t1k	2	25	quantify	quantify	VERB
k3569309t1k	2	26	bacterial	bacterial	ADJ
k3569309t1k	2	27	metal	metal	NOUN
k3569309t1k	2	28	adsorption	adsorption	NOUN
k3569309t1k	2	29	,	,	PUNCT
k3569309t1k	2	30	and	and	CCONJ
k3569309t1k	2	31	creating	create	VERB
k3569309t1k	2	32	accurate	accurate	ADJ
k3569309t1k	2	33	models	model	NOUN
k3569309t1k	2	34	for	for	ADP
k3569309t1k	2	35	bacterial	bacterial	ADJ
k3569309t1k	2	36	metal	metal	NOUN
k3569309t1k	2	37	adsorption	adsorption	NOUN
k3569309t1k	2	38	.	.	PUNCT
k3569309t1k	3	1	the	the	DET
k3569309t1k	3	2	research	research	NOUN
k3569309t1k	3	3	presented	present	VERB
k3569309t1k	3	4	in	in	ADP
k3569309t1k	3	5	this	this	DET
k3569309t1k	3	6	dissertation	dissertation	NOUN
k3569309t1k	3	7	explores	explore	VERB
k3569309t1k	3	8	each	each	PRON
k3569309t1k	3	9	of	of	ADP
k3569309t1k	3	10	these	these	DET
k3569309t1k	3	11	aspects	aspect	NOUN
k3569309t1k	3	12	of	of	ADP
k3569309t1k	3	13	bacterial	bacterial	ADJ
k3569309t1k	3	14	metal	metal	NOUN
k3569309t1k	3	15	adsorption	adsorption	NOUN
k3569309t1k	3	16	.	.	PUNCT
k3569309t1k	4	1	chapter	chapter	NOUN
k3569309t1k	4	2	2	2	NUM
k3569309t1k	4	3	describes	describe	VERB
k3569309t1k	4	4	how	how	SCONJ
k3569309t1k	4	5	the	the	DET
k3569309t1k	4	6	ratio	ratio	NOUN
k3569309t1k	4	7	of	of	ADP
k3569309t1k	4	8	hg	hg	PRON
k3569309t1k	4	9	to	to	ADP
k3569309t1k	4	10	bacteria	bacteria	NOUN
k3569309t1k	4	11	,	,	PUNCT
k3569309t1k	4	12	known	know	VERB
k3569309t1k	4	13	as	as	ADP
k3569309t1k	4	14	hg	hg	ADV
k3569309t1k	4	15	loading	loading	NOUN
k3569309t1k	4	16	,	,	PUNCT
k3569309t1k	4	17	affects	affect	VERB
k3569309t1k	4	18	the	the	DET
k3569309t1k	4	19	mechanism	mechanism	NOUN
k3569309t1k	4	20	of	of	ADP
k3569309t1k	4	21	bacterial	bacterial	ADJ
k3569309t1k	5	1	hg	hg	INTJ
k3569309t1k	5	2	adsorption	adsorption	NOUN
k3569309t1k	5	3	.	.	PUNCT
k3569309t1k	6	1	the	the	DET
k3569309t1k	6	2	results	result	NOUN
k3569309t1k	6	3	suggest	suggest	VERB
k3569309t1k	6	4	that	that	SCONJ
k3569309t1k	6	5	the	the	DET
k3569309t1k	6	6	mechanism	mechanism	NOUN
k3569309t1k	6	7	of	of	ADP
k3569309t1k	6	8	hg	hg	NOUN
k3569309t1k	6	9	-	-	PUNCT
k3569309t1k	6	10	bacteria	bacteria	NOUN
k3569309t1k	6	11	adsorption	adsorption	NOUN
k3569309t1k	6	12	is	be	AUX
k3569309t1k	6	13	loading	load	VERB
k3569309t1k	6	14	dependent	dependent	ADJ
k3569309t1k	6	15	and	and	CCONJ
k3569309t1k	6	16	that	that	SCONJ
k3569309t1k	6	17	the	the	DET
k3569309t1k	6	18	change	change	NOUN
k3569309t1k	6	19	in	in	ADP
k3569309t1k	6	20	mechanism	mechanism	NOUN
k3569309t1k	6	21	must	must	AUX
k3569309t1k	6	22	be	be	AUX
k3569309t1k	6	23	accounted	account	VERB
k3569309t1k	6	24	for	for	ADP
k3569309t1k	6	25	in	in	ADP
k3569309t1k	6	26	predictive	predictive	ADJ
k3569309t1k	6	27	models	model	NOUN
k3569309t1k	6	28	in	in	ADP
k3569309t1k	6	29	order	order	NOUN
k3569309t1k	6	30	to	to	PART
k3569309t1k	6	31	accurately	accurately	ADV
k3569309t1k	6	32	estimate	estimate	VERB
k3569309t1k	6	33	the	the	DET
k3569309t1k	6	34	extent	extent	NOUN
k3569309t1k	6	35	of	of	ADP
k3569309t1k	6	36	bacterial	bacterial	ADJ
k3569309t1k	7	1	hg	hg	INTJ
k3569309t1k	7	2	adsorption	adsorption	NOUN
k3569309t1k	7	3	under	under	ADP
k3569309t1k	7	4	low	low	ADJ
k3569309t1k	7	5	hg	hg	INTJ
k3569309t1k	7	6	loading	loading	NOUN
k3569309t1k	7	7	conditions	condition	NOUN
k3569309t1k	7	8	.	.	PUNCT
k3569309t1k	8	1	these	these	DET
k3569309t1k	8	2	findings	finding	NOUN
k3569309t1k	8	3	lead	lead	VERB
k3569309t1k	8	4	to	to	ADP
k3569309t1k	8	5	the	the	DET
k3569309t1k	8	6	creation	creation	NOUN
k3569309t1k	8	7	of	of	ADP
k3569309t1k	8	8	a	a	DET
k3569309t1k	8	9	predictive	predictive	ADJ
k3569309t1k	8	10	model	model	NOUN
k3569309t1k	8	11	that	that	PRON
k3569309t1k	8	12	can	can	AUX
k3569309t1k	8	13	accurately	accurately	ADV
k3569309t1k	8	14	estimate	estimate	VERB
k3569309t1k	8	15	the	the	DET
k3569309t1k	8	16	extent	extent	NOUN
k3569309t1k	8	17	of	of	ADP
k3569309t1k	8	18	hg	hg	INTJ
k3569309t1k	8	19	adsorption	adsorption	NOUN
k3569309t1k	8	20	over	over	ADP
k3569309t1k	8	21	a	a	DET
k3569309t1k	8	22	wide	wide	ADJ
k3569309t1k	8	23	range	range	NOUN
k3569309t1k	8	24	of	of	ADP
k3569309t1k	8	25	loading	loading	NOUN
k3569309t1k	8	26	and	and	CCONJ
k3569309t1k	8	27	ph	ph	NOUN
k3569309t1k	8	28	conditions	condition	NOUN
k3569309t1k	8	29	.	.	PUNCT
k3569309t1k	9	1	chapter	chapter	NOUN
k3569309t1k	9	2	3	3	NUM
k3569309t1k	9	3	details	detail	NOUN
k3569309t1k	9	4	the	the	DET
k3569309t1k	9	5	development	development	NOUN
k3569309t1k	9	6	of	of	ADP
k3569309t1k	9	7	a	a	DET
k3569309t1k	9	8	novel	novel	ADJ
k3569309t1k	9	9	technique	technique	NOUN
k3569309t1k	9	10	that	that	PRON
k3569309t1k	9	11	uses	use	VERB
k3569309t1k	9	12	a	a	DET
k3569309t1k	9	13	cd	cd	NOUN
k3569309t1k	9	14	-	-	PUNCT
k3569309t1k	9	15	specific	specific	ADJ
k3569309t1k	9	16	fluorescent	fluorescent	NOUN
k3569309t1k	9	17	probe	probe	NOUN
k3569309t1k	9	18	in	in	ADP
k3569309t1k	9	19	conjunction	conjunction	NOUN
k3569309t1k	9	20	with	with	ADP
k3569309t1k	9	21	confocal	confocal	ADJ
k3569309t1k	9	22	scanning	scan	VERB
k3569309t1k	9	23	laser	laser	NOUN
k3569309t1k	9	24	microscopy	microscopy	NOUN
k3569309t1k	9	25	to	to	PART
k3569309t1k	9	26	quantify	quantify	VERB
k3569309t1k	9	27	cd	cd	PROPN
k3569309t1k	9	28	adsorption	adsorption	NOUN
k3569309t1k	9	29	to	to	ADP
k3569309t1k	9	30	bacteria	bacteria	NOUN
k3569309t1k	9	31	in	in	ADP
k3569309t1k	9	32	aqueous	aqueous	ADJ
k3569309t1k	9	33	systems	system	NOUN
k3569309t1k	9	34	.	.	PUNCT
k3569309t1k	10	1	the	the	DET
k3569309t1k	10	2	results	result	NOUN
k3569309t1k	10	3	demonstrate	demonstrate	VERB
k3569309t1k	10	4	that	that	SCONJ
k3569309t1k	10	5	the	the	DET
k3569309t1k	10	6	fluorescent	fluorescent	NOUN
k3569309t1k	10	7	probe	probe	NOUN
k3569309t1k	10	8	technique	technique	NOUN
k3569309t1k	10	9	is	be	AUX
k3569309t1k	10	10	a	a	DET
k3569309t1k	10	11	feasible	feasible	ADJ
k3569309t1k	10	12	option	option	NOUN
k3569309t1k	10	13	for	for	ADP
k3569309t1k	10	14	quantifying	quantify	VERB
k3569309t1k	10	15	the	the	DET
k3569309t1k	10	16	total	total	ADJ
k3569309t1k	10	17	amount	amount	NOUN
k3569309t1k	10	18	of	of	ADP
k3569309t1k	10	19	cd	cd	PROPN
k3569309t1k	10	20	adsorbed	adsorb	VERB
k3569309t1k	10	21	to	to	ADP
k3569309t1k	10	22	a	a	DET
k3569309t1k	10	23	bacterial	bacterial	ADJ
k3569309t1k	10	24	population	population	NOUN
k3569309t1k	10	25	and	and	CCONJ
k3569309t1k	10	26	that	that	SCONJ
k3569309t1k	10	27	the	the	DET
k3569309t1k	10	28	extent	extent	NOUN
k3569309t1k	10	29	of	of	ADP
k3569309t1k	10	30	cd	cd	PROPN
k3569309t1k	10	31	adsorption	adsorption	NOUN
k3569309t1k	10	32	is	be	AUX
k3569309t1k	10	33	highly	highly	ADV
k3569309t1k	10	34	heterogeneous	heterogeneous	ADJ
k3569309t1k	10	35	between	between	ADP
k3569309t1k	10	36	individual	individual	ADJ
k3569309t1k	10	37	bacterial	bacterial	ADJ
k3569309t1k	10	38	cells	cell	NOUN
k3569309t1k	10	39	.	.	PUNCT
k3569309t1k	11	1	lastly	lastly	ADV
k3569309t1k	11	2	,	,	PUNCT
k3569309t1k	11	3	chapter	chapter	NOUN
k3569309t1k	11	4	4	4	NUM
k3569309t1k	11	5	uses	use	VERB
k3569309t1k	11	6	the	the	DET
k3569309t1k	11	7	novel	novel	ADJ
k3569309t1k	11	8	cd	cd	NOUN
k3569309t1k	11	9	-	-	PUNCT
k3569309t1k	11	10	specific	specific	ADJ
k3569309t1k	11	11	fluorescent	fluorescent	NOUN
k3569309t1k	11	12	probe	probe	NOUN
k3569309t1k	11	13	technique	technique	NOUN
k3569309t1k	11	14	described	describe	VERB
k3569309t1k	11	15	in	in	ADP
k3569309t1k	11	16	chapter	chapter	NOUN
k3569309t1k	11	17	3	3	NUM
k3569309t1k	11	18	to	to	PART
k3569309t1k	11	19	quantify	quantify	VERB
k3569309t1k	11	20	cd	cd	PROPN
k3569309t1k	11	21	distribution	distribution	NOUN
k3569309t1k	11	22	in	in	ADP
k3569309t1k	11	23	multi	multi	NOUN
k3569309t1k	11	24	-	-	NOUN
k3569309t1k	11	25	component	component	NOUN
k3569309t1k	11	26	,	,	PUNCT
k3569309t1k	11	27	bacteria	bacteria	NOUN
k3569309t1k	11	28	-	-	PUNCT
k3569309t1k	11	29	bearing	bear	VERB
k3569309t1k	11	30	systems	system	NOUN
k3569309t1k	11	31	.	.	PUNCT
k3569309t1k	12	1	the	the	DET
k3569309t1k	12	2	experimentally	experimentally	ADV
k3569309t1k	12	3	determined	determined	ADJ
k3569309t1k	12	4	cd	cd	PROPN
k3569309t1k	12	5	distributions	distribution	NOUN
k3569309t1k	12	6	are	be	AUX
k3569309t1k	12	7	compared	compare	VERB
k3569309t1k	12	8	to	to	ADP
k3569309t1k	12	9	component	component	NOUN
k3569309t1k	12	10	additivity	additivity	NOUN
k3569309t1k	12	11	surface	surface	NOUN
k3569309t1k	12	12	complexation	complexation	NOUN
k3569309t1k	12	13	model	model	NOUN
k3569309t1k	12	14	predictions	prediction	NOUN
k3569309t1k	12	15	.	.	PUNCT
k3569309t1k	13	1	the	the	DET
k3569309t1k	13	2	results	result	NOUN
k3569309t1k	13	3	show	show	VERB
k3569309t1k	13	4	that	that	SCONJ
k3569309t1k	13	5	the	the	DET
k3569309t1k	13	6	fluorescent	fluorescent	NOUN
k3569309t1k	13	7	probe	probe	NOUN
k3569309t1k	13	8	technique	technique	NOUN
k3569309t1k	13	9	is	be	AUX
k3569309t1k	13	10	a	a	DET
k3569309t1k	13	11	viable	viable	ADJ
k3569309t1k	13	12	option	option	NOUN
k3569309t1k	13	13	for	for	ADP
k3569309t1k	13	14	quantifying	quantify	VERB
k3569309t1k	13	15	bacterial	bacterial	ADJ
k3569309t1k	13	16	cd	cd	NOUN
k3569309t1k	13	17	adsorption	adsorption	NOUN
k3569309t1k	13	18	in	in	ADP
k3569309t1k	13	19	multi	multi	ADJ
k3569309t1k	13	20	-	-	ADJ
k3569309t1k	13	21	adsorbent	adsorbent	ADJ
k3569309t1k	13	22	systems	system	NOUN
k3569309t1k	13	23	and	and	CCONJ
k3569309t1k	13	24	component	component	NOUN
k3569309t1k	13	25	additivity	additivity	NOUN
k3569309t1k	13	26	models	model	NOUN
k3569309t1k	13	27	predict	predict	VERB
k3569309t1k	13	28	cd	cd	PROPN
k3569309t1k	13	29	distribution	distribution	NOUN
k3569309t1k	13	30	with	with	ADP
k3569309t1k	13	31	reasonable	reasonable	ADJ
k3569309t1k	13	32	accuracy	accuracy	NOUN
k3569309t1k	13	33	in	in	ADP
k3569309t1k	13	34	systems	system	NOUN
k3569309t1k	13	35	containing	contain	VERB
k3569309t1k	13	36	bacteria	bacteria	NOUN
k3569309t1k	13	37	,	,	PUNCT
k3569309t1k	13	38	a	a	DET
k3569309t1k	13	39	mineral	mineral	NOUN
k3569309t1k	13	40	powder	powder	NOUN
k3569309t1k	13	41	,	,	PUNCT
k3569309t1k	13	42	and	and	CCONJ
k3569309t1k	13	43	a	a	DET
k3569309t1k	13	44	chelating	chelate	VERB
k3569309t1k	13	45	ligand	ligand	NOUN
k3569309t1k	13	46	.	.	PUNCT