id sid tid token lemma pos 12579s18w7w 1 1 the the DET 12579s18w7w 1 2 mass mass NOUN 12579s18w7w 1 3 production production NOUN 12579s18w7w 1 4 and and CCONJ 12579s18w7w 1 5 wide wide ADJ 12579s18w7w 1 6 application application NOUN 12579s18w7w 1 7 of of ADP 12579s18w7w 1 8 engineered engineer VERB 12579s18w7w 1 9 nanoparticles nanoparticle NOUN 12579s18w7w 1 10 ( ( PUNCT 12579s18w7w 1 11 nps nps PROPN 12579s18w7w 1 12 ) ) PUNCT 12579s18w7w 1 13 increase increase VERB 12579s18w7w 1 14 the the DET 12579s18w7w 1 15 possibilities possibility NOUN 12579s18w7w 1 16 for for ADP 12579s18w7w 1 17 their their PRON 12579s18w7w 1 18 unintended unintended ADJ 12579s18w7w 1 19 or or CCONJ 12579s18w7w 1 20 irresponsible irresponsible ADJ 12579s18w7w 1 21 release release NOUN 12579s18w7w 1 22 to to ADP 12579s18w7w 1 23 the the DET 12579s18w7w 1 24 environment environment NOUN 12579s18w7w 1 25 . . PUNCT 12579s18w7w 2 1 streams stream NOUN 12579s18w7w 2 2 are be AUX 12579s18w7w 2 3 an an DET 12579s18w7w 2 4 integral integral ADJ 12579s18w7w 2 5 , , PUNCT 12579s18w7w 2 6 connecting connect VERB 12579s18w7w 2 7 network network NOUN 12579s18w7w 2 8 in in ADP 12579s18w7w 2 9 the the DET 12579s18w7w 2 10 environment environment NOUN 12579s18w7w 2 11 that that PRON 12579s18w7w 2 12 can can AUX 12579s18w7w 2 13 transport transport VERB 12579s18w7w 2 14 contaminants contaminant NOUN 12579s18w7w 2 15 long long ADJ 12579s18w7w 2 16 distances distance NOUN 12579s18w7w 2 17 . . PUNCT 12579s18w7w 3 1 thus thus ADV 12579s18w7w 3 2 , , PUNCT 12579s18w7w 3 3 understanding understand VERB 12579s18w7w 3 4 the the DET 12579s18w7w 3 5 fate fate NOUN 12579s18w7w 3 6 and and CCONJ 12579s18w7w 3 7 transport transport NOUN 12579s18w7w 3 8 of of ADP 12579s18w7w 3 9 nps nps PROPN 12579s18w7w 3 10 in in ADP 12579s18w7w 3 11 the the DET 12579s18w7w 3 12 streams stream NOUN 12579s18w7w 3 13 is be AUX 12579s18w7w 3 14 critical critical ADJ 12579s18w7w 3 15 to to ADP 12579s18w7w 3 16 environmental environmental ADJ 12579s18w7w 3 17 health health NOUN 12579s18w7w 3 18 and and CCONJ 12579s18w7w 3 19 sustainable sustainable ADJ 12579s18w7w 3 20 nanotechnology nanotechnology NOUN 12579s18w7w 3 21 . . PUNCT 12579s18w7w 4 1 numerous numerous ADJ 12579s18w7w 4 2 lab lab NOUN 12579s18w7w 4 3 - - PUNCT 12579s18w7w 4 4 scale scale NOUN 12579s18w7w 4 5 studies study NOUN 12579s18w7w 4 6 explored explore VERB 12579s18w7w 4 7 the the DET 12579s18w7w 4 8 behavior behavior NOUN 12579s18w7w 4 9 of of ADP 12579s18w7w 4 10 nps nps PROPN 12579s18w7w 4 11 in in ADP 12579s18w7w 4 12 artificial artificial ADJ 12579s18w7w 4 13 stream stream NOUN 12579s18w7w 4 14 water water NOUN 12579s18w7w 4 15 , , PUNCT 12579s18w7w 4 16 such such ADJ 12579s18w7w 4 17 as as ADP 12579s18w7w 4 18 their their PRON 12579s18w7w 4 19 interaction interaction NOUN 12579s18w7w 4 20 with with ADP 12579s18w7w 4 21 various various ADJ 12579s18w7w 4 22 aqueous aqueous ADJ 12579s18w7w 4 23 parameters parameter NOUN 12579s18w7w 4 24 ( ( PUNCT 12579s18w7w 4 25 e.g. e.g. X 12579s18w7w 4 26 , , PUNCT 12579s18w7w 4 27 ph ph NOUN 12579s18w7w 4 28 , , PUNCT 12579s18w7w 4 29 temperature temperature NOUN 12579s18w7w 4 30 , , PUNCT 12579s18w7w 4 31 ionic ionic ADJ 12579s18w7w 4 32 strength strength NOUN 12579s18w7w 4 33 , , PUNCT 12579s18w7w 4 34 presence presence NOUN 12579s18w7w 4 35 of of ADP 12579s18w7w 4 36 natural natural ADJ 12579s18w7w 4 37 organic organic ADJ 12579s18w7w 4 38 matter matter NOUN 12579s18w7w 4 39 , , PUNCT 12579s18w7w 4 40 mineral mineral NOUN 12579s18w7w 4 41 ions ion NOUN 12579s18w7w 4 42 , , PUNCT 12579s18w7w 4 43 or or CCONJ 12579s18w7w 4 44 inorganic inorganic ADJ 12579s18w7w 4 45 particles particle NOUN 12579s18w7w 4 46 ) ) PUNCT 12579s18w7w 4 47 . . PUNCT 12579s18w7w 5 1 nevertheless nevertheless ADV 12579s18w7w 5 2 , , PUNCT 12579s18w7w 5 3 lab lab NOUN 12579s18w7w 5 4 - - PUNCT 12579s18w7w 5 5 scale scale NOUN 12579s18w7w 5 6 studies study NOUN 12579s18w7w 5 7 are be AUX 12579s18w7w 5 8 limited limit VERB 12579s18w7w 5 9 in in ADP 12579s18w7w 5 10 incorporating incorporate VERB 12579s18w7w 5 11 all all DET 12579s18w7w 5 12 the the DET 12579s18w7w 5 13 environmental environmental ADJ 12579s18w7w 5 14 factors factor NOUN 12579s18w7w 5 15 simultaneously simultaneously ADV 12579s18w7w 5 16 , , PUNCT 12579s18w7w 5 17 including include VERB 12579s18w7w 5 18 mimicking mimic VERB 12579s18w7w 5 19 seasonal seasonal ADJ 12579s18w7w 5 20 variations variation NOUN 12579s18w7w 5 21 ( ( PUNCT 12579s18w7w 5 22 e.g. e.g. X 12579s18w7w 5 23 , , PUNCT 12579s18w7w 5 24 biofilms biofilm NOUN 12579s18w7w 5 25 ) ) PUNCT 12579s18w7w 5 26 and and CCONJ 12579s18w7w 5 27 hydraulic hydraulic ADJ 12579s18w7w 5 28 factors factor NOUN 12579s18w7w 5 29 ( ( PUNCT 12579s18w7w 5 30 e.g. e.g. ADV 12579s18w7w 5 31 , , PUNCT 12579s18w7w 5 32 stream stream NOUN 12579s18w7w 5 33 bed bed NOUN 12579s18w7w 5 34 size size NOUN 12579s18w7w 5 35 and and CCONJ 12579s18w7w 5 36 material material NOUN 12579s18w7w 5 37 ) ) PUNCT 12579s18w7w 5 38 , , PUNCT 12579s18w7w 5 39 thus thus ADV 12579s18w7w 5 40 there there PRON 12579s18w7w 5 41 exists exist VERB 12579s18w7w 5 42 a a DET 12579s18w7w 5 43 need need NOUN 12579s18w7w 5 44 to to PART 12579s18w7w 5 45 better well ADV 12579s18w7w 5 46 understand understand VERB 12579s18w7w 5 47 the the DET 12579s18w7w 5 48 nps nps PROPN 12579s18w7w 5 49 behavior behavior NOUN 12579s18w7w 5 50 in in ADP 12579s18w7w 5 51 realistic realistic ADJ 12579s18w7w 5 52 streams stream NOUN 12579s18w7w 5 53 . . PUNCT 12579s18w7w 6 1 furthermore furthermore ADV 12579s18w7w 6 2 , , PUNCT 12579s18w7w 6 3 reliable reliable ADJ 12579s18w7w 6 4 mathematical mathematical ADJ 12579s18w7w 6 5 models model NOUN 12579s18w7w 6 6 are be AUX 12579s18w7w 6 7 required require VERB 12579s18w7w 6 8 to to PART 12579s18w7w 6 9 predict predict VERB 12579s18w7w 6 10 the the DET 12579s18w7w 6 11 fate fate NOUN 12579s18w7w 6 12 and and CCONJ 12579s18w7w 6 13 transport transport NOUN 12579s18w7w 6 14 of of ADP 12579s18w7w 6 15 nps nps PROPN 12579s18w7w 6 16 accurately accurately ADV 12579s18w7w 6 17 for for ADP 12579s18w7w 6 18 the the DET 12579s18w7w 6 19 feasible feasible ADJ 12579s18w7w 6 20 management management NOUN 12579s18w7w 6 21 of of ADP 12579s18w7w 6 22 the the DET 12579s18w7w 6 23 environmental environmental ADJ 12579s18w7w 6 24 risk risk NOUN 12579s18w7w 6 25 of of ADP 12579s18w7w 6 26 nps nps PROPN 12579s18w7w 6 27 and and CCONJ 12579s18w7w 6 28 the the DET 12579s18w7w 6 29 use use NOUN 12579s18w7w 6 30 of of ADP 12579s18w7w 6 31 nps nps PROPN 12579s18w7w 6 32 for for ADP 12579s18w7w 6 33 environmental environmental ADJ 12579s18w7w 6 34 remediation remediation NOUN 12579s18w7w 6 35 . . PUNCT 12579s18w7w 7 1 the the DET 12579s18w7w 7 2 primary primary ADJ 12579s18w7w 7 3 research research NOUN 12579s18w7w 7 4 originality originality NOUN 12579s18w7w 7 5 of of ADP 12579s18w7w 7 6 this this DET 12579s18w7w 7 7 dissertation dissertation NOUN 12579s18w7w 7 8 were be AUX 12579s18w7w 7 9 to to AUX 12579s18w7w 7 10 ( ( PUNCT 12579s18w7w 7 11 1 1 X 12579s18w7w 7 12 ) ) PUNCT 12579s18w7w 7 13 elucidate elucidate VERB 12579s18w7w 7 14 the the DET 12579s18w7w 7 15 interaction interaction NOUN 12579s18w7w 7 16 of of ADP 12579s18w7w 7 17 nps nps PROPN 12579s18w7w 7 18 with with ADP 12579s18w7w 7 19 environmental environmental ADJ 12579s18w7w 7 20 macromolecules macromolecule NOUN 12579s18w7w 7 21 ( ( PUNCT 12579s18w7w 7 22 e.g. e.g. ADV 12579s18w7w 7 23 , , PUNCT 12579s18w7w 7 24 proteins protein NOUN 12579s18w7w 7 25 and and CCONJ 12579s18w7w 7 26 natural natural ADJ 12579s18w7w 7 27 organic organic ADJ 12579s18w7w 7 28 matter matter NOUN 12579s18w7w 7 29 ) ) PUNCT 12579s18w7w 7 30 under under ADP 12579s18w7w 7 31 realistic realistic ADJ 12579s18w7w 7 32 lab lab NOUN 12579s18w7w 7 33 - - PUNCT 12579s18w7w 7 34 scale scale NOUN 12579s18w7w 7 35 conditions condition NOUN 12579s18w7w 7 36 , , PUNCT 12579s18w7w 7 37 ( ( PUNCT 12579s18w7w 7 38 2 2 X 12579s18w7w 7 39 ) ) PUNCT 12579s18w7w 7 40 evaluate evaluate VERB 12579s18w7w 7 41 the the DET 12579s18w7w 7 42 effect effect NOUN 12579s18w7w 7 43 of of ADP 12579s18w7w 7 44 physicochemical physicochemical ADJ 12579s18w7w 7 45 properties property NOUN 12579s18w7w 7 46 of of ADP 12579s18w7w 7 47 nps nps PROPN 12579s18w7w 7 48 ( ( PUNCT 12579s18w7w 7 49 hydrodynamic hydrodynamic ADJ 12579s18w7w 7 50 size size NOUN 12579s18w7w 7 51 and and CCONJ 12579s18w7w 7 52 zeta zeta NOUN 12579s18w7w 7 53 potential potential NOUN 12579s18w7w 7 54 ) ) PUNCT 12579s18w7w 7 55 and and CCONJ 12579s18w7w 7 56 environmental environmental ADJ 12579s18w7w 7 57 parameters parameter NOUN 12579s18w7w 7 58 ( ( PUNCT 12579s18w7w 7 59 ph ph ADJ 12579s18w7w 7 60 , , PUNCT 12579s18w7w 7 61 ionic ionic ADJ 12579s18w7w 7 62 strength strength NOUN 12579s18w7w 7 63 , , PUNCT 12579s18w7w 7 64 and and CCONJ 12579s18w7w 7 65 ionic ionic ADJ 12579s18w7w 7 66 species specie NOUN 12579s18w7w 7 67 ) ) PUNCT 12579s18w7w 7 68 on on ADP 12579s18w7w 7 69 the the DET 12579s18w7w 7 70 fate fate NOUN 12579s18w7w 7 71 of of ADP 12579s18w7w 7 72 nps nps PROPN 12579s18w7w 7 73 at at ADP 12579s18w7w 7 74 the the DET 12579s18w7w 7 75 lab lab NOUN 12579s18w7w 7 76 - - PUNCT 12579s18w7w 7 77 scale scale NOUN 12579s18w7w 7 78 , , PUNCT 12579s18w7w 7 79 ( ( PUNCT 12579s18w7w 7 80 3 3 X 12579s18w7w 7 81 ) ) PUNCT 12579s18w7w 7 82 monitor monitor VERB 12579s18w7w 7 83 the the DET 12579s18w7w 7 84 transport transport NOUN 12579s18w7w 7 85 of of ADP 12579s18w7w 7 86 nps nps PROPN 12579s18w7w 7 87 in in ADP 12579s18w7w 7 88 field field NOUN 12579s18w7w 7 89 - - PUNCT 12579s18w7w 7 90 scale scale NOUN 12579s18w7w 7 91 streams stream NOUN 12579s18w7w 7 92 under under ADP 12579s18w7w 7 93 hydraulically hydraulically ADV 12579s18w7w 7 94 controlled control VERB 12579s18w7w 7 95 conditions condition NOUN 12579s18w7w 7 96 , , PUNCT 12579s18w7w 7 97 ( ( PUNCT 12579s18w7w 7 98 4 4 X 12579s18w7w 7 99 ) ) PUNCT 12579s18w7w 7 100 evaluate evaluate VERB 12579s18w7w 7 101 the the DET 12579s18w7w 7 102 effect effect NOUN 12579s18w7w 7 103 of of ADP 12579s18w7w 7 104 natural natural ADJ 12579s18w7w 7 105 organic organic ADJ 12579s18w7w 7 106 matter matter NOUN 12579s18w7w 7 107 , , PUNCT 12579s18w7w 7 108 biofilms biofilm NOUN 12579s18w7w 7 109 , , PUNCT 12579s18w7w 7 110 and and CCONJ 12579s18w7w 7 111 streambed streambe VERB 12579s18w7w 7 112 substrate substrate NOUN 12579s18w7w 7 113 size size NOUN 12579s18w7w 7 114 on on ADP 12579s18w7w 7 115 the the DET 12579s18w7w 7 116 transport transport NOUN 12579s18w7w 7 117 of of ADP 12579s18w7w 7 118 nps nps PROPN 12579s18w7w 7 119 in in ADP 12579s18w7w 7 120 field field NOUN 12579s18w7w 7 121 - - PUNCT 12579s18w7w 7 122 scale scale NOUN 12579s18w7w 7 123 streams stream NOUN 12579s18w7w 7 124 , , PUNCT 12579s18w7w 7 125 and and CCONJ 12579s18w7w 7 126 ( ( PUNCT 12579s18w7w 7 127 5 5 X 12579s18w7w 7 128 ) ) PUNCT 12579s18w7w 7 129 develop develop VERB 12579s18w7w 7 130 a a DET 12579s18w7w 7 131 one one NUM 12579s18w7w 7 132 - - PUNCT 12579s18w7w 7 133 dimensional dimensional ADJ 12579s18w7w 7 134 stochastic stochastic ADJ 12579s18w7w 7 135 model model NOUN 12579s18w7w 7 136 to to PART 12579s18w7w 7 137 predict predict VERB 12579s18w7w 7 138 the the DET 12579s18w7w 7 139 transport transport NOUN 12579s18w7w 7 140 of of ADP 12579s18w7w 7 141 nps nps PROPN 12579s18w7w 7 142 in in ADP 12579s18w7w 7 143 streams stream NOUN 12579s18w7w 7 144 . . PUNCT 12579s18w7w 8 1 the the DET 12579s18w7w 8 2 outcomes outcome NOUN 12579s18w7w 8 3 of of ADP 12579s18w7w 8 4 this this DET 12579s18w7w 8 5 dissertation dissertation NOUN 12579s18w7w 8 6 suggest suggest VERB 12579s18w7w 8 7 ( ( PUNCT 12579s18w7w 8 8 1 1 NUM 12579s18w7w 8 9 ) ) PUNCT 12579s18w7w 8 10 more more ADJ 12579s18w7w 8 11 field field NOUN 12579s18w7w 8 12 - - PUNCT 12579s18w7w 8 13 scale scale NOUN 12579s18w7w 8 14 studies study NOUN 12579s18w7w 8 15 are be AUX 12579s18w7w 8 16 required require VERB 12579s18w7w 8 17 for for ADP 12579s18w7w 8 18 a a DET 12579s18w7w 8 19 better well ADJ 12579s18w7w 8 20 understanding understanding NOUN 12579s18w7w 8 21 of of ADP 12579s18w7w 8 22 nps nps PROPN 12579s18w7w 8 23 ' ' PART 12579s18w7w 8 24 behavior behavior NOUN 12579s18w7w 8 25 in in ADP 12579s18w7w 8 26 the the DET 12579s18w7w 8 27 real real ADJ 12579s18w7w 8 28 environment environment NOUN 12579s18w7w 8 29 , , PUNCT 12579s18w7w 8 30 and and CCONJ 12579s18w7w 8 31 ( ( PUNCT 12579s18w7w 8 32 2 2 X 12579s18w7w 8 33 ) ) PUNCT 12579s18w7w 8 34 modeling modeling NOUN 12579s18w7w 8 35 approaches approach NOUN 12579s18w7w 8 36 should should AUX 12579s18w7w 8 37 consider consider VERB 12579s18w7w 8 38 the the DET 12579s18w7w 8 39 effect effect NOUN 12579s18w7w 8 40 of of ADP 12579s18w7w 8 41 streambed streambed ADJ 12579s18w7w 8 42 gravel gravel NOUN 12579s18w7w 8 43 sizes size NOUN 12579s18w7w 8 44 and and CCONJ 12579s18w7w 8 45 biofilms biofilm NOUN 12579s18w7w 8 46 on on ADP 12579s18w7w 8 47 the the DET 12579s18w7w 8 48 transport transport NOUN 12579s18w7w 8 49 of of ADP 12579s18w7w 8 50 nps nps PROPN 12579s18w7w 8 51 in in ADP 12579s18w7w 8 52 streams stream NOUN 12579s18w7w 8 53 . . PUNCT 12579s18w7w 9 1 lastly lastly ADV 12579s18w7w 9 2 , , PUNCT 12579s18w7w 9 3 the the DET 12579s18w7w 9 4 computational computational ADJ 12579s18w7w 9 5 modeling modeling NOUN 12579s18w7w 9 6 outcomes outcome NOUN 12579s18w7w 9 7 in in ADP 12579s18w7w 9 8 this this DET 12579s18w7w 9 9 study study NOUN 12579s18w7w 9 10 will will AUX 12579s18w7w 9 11 contribute contribute VERB 12579s18w7w 9 12 to to ADP 12579s18w7w 9 13 predicting predict VERB 12579s18w7w 9 14 the the DET 12579s18w7w 9 15 transport transport NOUN 12579s18w7w 9 16 of of ADP 12579s18w7w 9 17 nps nps PROPN 12579s18w7w 9 18 irresponsibly irresponsibly ADV 12579s18w7w 9 19 or or CCONJ 12579s18w7w 9 20 accidentally accidentally ADV 12579s18w7w 9 21 released release VERB 12579s18w7w 9 22 to to ADP 12579s18w7w 9 23 the the DET 12579s18w7w 9 24 stream stream NOUN 12579s18w7w 9 25 environment environment NOUN 12579s18w7w 9 26 . . PUNCT