id sid tid token lemma pos 5h73pv65d26 1 1 biological biological ADJ 5h73pv65d26 1 2 invasion invasion NOUN 5h73pv65d26 1 3 , , PUNCT 5h73pv65d26 1 4 the the DET 5h73pv65d26 1 5 establishment establishment NOUN 5h73pv65d26 1 6 of of ADP 5h73pv65d26 1 7 organisms organism NOUN 5h73pv65d26 1 8 beyond beyond ADP 5h73pv65d26 1 9 their their PRON 5h73pv65d26 1 10 native native ADJ 5h73pv65d26 1 11 ranges range NOUN 5h73pv65d26 1 12 , , PUNCT 5h73pv65d26 1 13 represents represent VERB 5h73pv65d26 1 14 powerful powerful ADJ 5h73pv65d26 1 15 global global ADJ 5h73pv65d26 1 16 change change NOUN 5h73pv65d26 1 17 , , PUNCT 5h73pv65d26 1 18 disturbing disturb VERB 5h73pv65d26 1 19 native native ADJ 5h73pv65d26 1 20 communities community NOUN 5h73pv65d26 1 21 and and CCONJ 5h73pv65d26 1 22 nutrient nutrient NOUN 5h73pv65d26 1 23 cycles cycle NOUN 5h73pv65d26 1 24 , , PUNCT 5h73pv65d26 1 25 disrupting disrupt VERB 5h73pv65d26 1 26 human human ADJ 5h73pv65d26 1 27 land land NOUN 5h73pv65d26 1 28 use use NOUN 5h73pv65d26 1 29 , , PUNCT 5h73pv65d26 1 30 and and CCONJ 5h73pv65d26 1 31 threatening threaten VERB 5h73pv65d26 1 32 human human ADJ 5h73pv65d26 1 33 health health NOUN 5h73pv65d26 1 34 . . PUNCT 5h73pv65d26 2 1 my my PRON 5h73pv65d26 2 2 research research NOUN 5h73pv65d26 2 3 has have AUX 5h73pv65d26 2 4 addressed address VERB 5h73pv65d26 2 5 methodological methodological ADJ 5h73pv65d26 2 6 and and CCONJ 5h73pv65d26 2 7 technological technological ADJ 5h73pv65d26 2 8 uncertainties uncertainty NOUN 5h73pv65d26 2 9 associated associate VERB 5h73pv65d26 2 10 with with ADP 5h73pv65d26 2 11 the the DET 5h73pv65d26 2 12 ecology ecology NOUN 5h73pv65d26 2 13 and and CCONJ 5h73pv65d26 2 14 management management NOUN 5h73pv65d26 2 15 of of ADP 5h73pv65d26 2 16 biological biological ADJ 5h73pv65d26 2 17 invasions invasion NOUN 5h73pv65d26 2 18 , , PUNCT 5h73pv65d26 2 19 focusing focus VERB 5h73pv65d26 2 20 on on ADP 5h73pv65d26 2 21 prediction prediction NOUN 5h73pv65d26 2 22 and and CCONJ 5h73pv65d26 2 23 detection detection NOUN 5h73pv65d26 2 24 of of ADP 5h73pv65d26 2 25 aquatic aquatic ADJ 5h73pv65d26 2 26 invasions invasion NOUN 5h73pv65d26 2 27 . . PUNCT 5h73pv65d26 3 1 i i PRON 5h73pv65d26 3 2 considered consider VERB 5h73pv65d26 3 3 aquatic aquatic ADJ 5h73pv65d26 3 4 plants plant NOUN 5h73pv65d26 3 5 as as ADP 5h73pv65d26 3 6 a a DET 5h73pv65d26 3 7 case case NOUN 5h73pv65d26 3 8 study study NOUN 5h73pv65d26 3 9 to to PART 5h73pv65d26 3 10 improve improve VERB 5h73pv65d26 3 11 predictions prediction NOUN 5h73pv65d26 3 12 of of ADP 5h73pv65d26 3 13 species species NOUN 5h73pv65d26 3 14 transport transport NOUN 5h73pv65d26 3 15 and and CCONJ 5h73pv65d26 3 16 establishment establishment NOUN 5h73pv65d26 3 17 . . PUNCT 5h73pv65d26 4 1 in in ADP 5h73pv65d26 4 2 laboratory laboratory NOUN 5h73pv65d26 4 3 experiments experiment NOUN 5h73pv65d26 4 4 , , PUNCT 5h73pv65d26 4 5 plant plant NOUN 5h73pv65d26 4 6 fragment fragment ADJ 5h73pv65d26 4 7 mass mass NOUN 5h73pv65d26 4 8 loss loss NOUN 5h73pv65d26 4 9 due due ADP 5h73pv65d26 4 10 to to ADP 5h73pv65d26 4 11 air air NOUN 5h73pv65d26 4 12 exposure exposure NOUN 5h73pv65d26 4 13 accurately accurately ADV 5h73pv65d26 4 14 predicted predict VERB 5h73pv65d26 4 15 viability viability NOUN 5h73pv65d26 4 16 upon upon SCONJ 5h73pv65d26 4 17 reintroduction reintroduction NOUN 5h73pv65d26 4 18 to to ADP 5h73pv65d26 4 19 an an DET 5h73pv65d26 4 20 aquatic aquatic ADJ 5h73pv65d26 4 21 environment environment NOUN 5h73pv65d26 4 22 , , PUNCT 5h73pv65d26 4 23 but but CCONJ 5h73pv65d26 4 24 similar similar ADJ 5h73pv65d26 4 25 periods period NOUN 5h73pv65d26 4 26 of of ADP 5h73pv65d26 4 27 air air NOUN 5h73pv65d26 4 28 exposure exposure NOUN 5h73pv65d26 4 29 differentially differentially ADV 5h73pv65d26 4 30 affected affect VERB 5h73pv65d26 4 31 different different ADJ 5h73pv65d26 4 32 species specie NOUN 5h73pv65d26 4 33 . . PUNCT 5h73pv65d26 5 1 understanding understand VERB 5h73pv65d26 5 2 species species NOUN 5h73pv65d26 5 3 traits trait NOUN 5h73pv65d26 5 4 like like ADP 5h73pv65d26 5 5 desiccation desiccation NOUN 5h73pv65d26 5 6 response response NOUN 5h73pv65d26 5 7 can can AUX 5h73pv65d26 5 8 contribute contribute VERB 5h73pv65d26 5 9 to to ADP 5h73pv65d26 5 10 predicting predict VERB 5h73pv65d26 5 11 dispersal dispersal ADJ 5h73pv65d26 5 12 . . PUNCT 5h73pv65d26 6 1 to to PART 5h73pv65d26 6 2 improve improve VERB 5h73pv65d26 6 3 predictions prediction NOUN 5h73pv65d26 6 4 of of ADP 5h73pv65d26 6 5 where where SCONJ 5h73pv65d26 6 6 dispersing disperse VERB 5h73pv65d26 6 7 propagules propagule NOUN 5h73pv65d26 6 8 may may AUX 5h73pv65d26 6 9 establish establish VERB 5h73pv65d26 6 10 , , PUNCT 5h73pv65d26 6 11 i i PRON 5h73pv65d26 6 12 used use VERB 5h73pv65d26 6 13 the the DET 5h73pv65d26 6 14 species species NOUN 5h73pv65d26 6 15 distribution distribution NOUN 5h73pv65d26 6 16 modeling modeling NOUN 5h73pv65d26 6 17 program program NOUN 5h73pv65d26 6 18 maxent maxent NOUN 5h73pv65d26 6 19 to to PART 5h73pv65d26 6 20 predict predict VERB 5h73pv65d26 6 21 potential potential ADJ 5h73pv65d26 6 22 north north ADJ 5h73pv65d26 6 23 american american ADJ 5h73pv65d26 6 24 distribution distribution NOUN 5h73pv65d26 6 25 of of ADP 5h73pv65d26 6 26 the the DET 5h73pv65d26 6 27 invasive invasive ADJ 5h73pv65d26 6 28 aquatic aquatic ADJ 5h73pv65d26 6 29 plant plant NOUN 5h73pv65d26 6 30 hydrilla hydrilla NOUN 5h73pv65d26 6 31 verticillata verticillata NOUN 5h73pv65d26 6 32 . . PUNCT 5h73pv65d26 7 1 i i PRON 5h73pv65d26 7 2 demonstrated demonstrate VERB 5h73pv65d26 7 3 that that SCONJ 5h73pv65d26 7 4 information information NOUN 5h73pv65d26 7 5 gaps gap NOUN 5h73pv65d26 7 6 due due ADJ 5h73pv65d26 7 7 to to ADP 5h73pv65d26 7 8 non non ADJ 5h73pv65d26 7 9 - - ADJ 5h73pv65d26 7 10 reporting reporting NOUN 5h73pv65d26 7 11 of of ADP 5h73pv65d26 7 12 native native ADJ 5h73pv65d26 7 13 occurrences occurrence NOUN 5h73pv65d26 7 14 alter alter VERB 5h73pv65d26 7 15 model model NOUN 5h73pv65d26 7 16 accuracy accuracy NOUN 5h73pv65d26 7 17 and and CCONJ 5h73pv65d26 7 18 transferability transferability NOUN 5h73pv65d26 7 19 . . PUNCT 5h73pv65d26 8 1 i i PRON 5h73pv65d26 8 2 concluded conclude VERB 5h73pv65d26 8 3 that that SCONJ 5h73pv65d26 8 4 distribution distribution NOUN 5h73pv65d26 8 5 modeling modeling NOUN 5h73pv65d26 8 6 efforts effort NOUN 5h73pv65d26 8 7 must must AUX 5h73pv65d26 8 8 consider consider VERB 5h73pv65d26 8 9 potential potential ADJ 5h73pv65d26 8 10 spatial spatial ADJ 5h73pv65d26 8 11 biases bias NOUN 5h73pv65d26 8 12 in in ADP 5h73pv65d26 8 13 occurrence occurrence NOUN 5h73pv65d26 8 14 data datum NOUN 5h73pv65d26 8 15 . . PUNCT 5h73pv65d26 9 1 i i PRON 5h73pv65d26 9 2 have have AUX 5h73pv65d26 9 3 also also ADV 5h73pv65d26 9 4 advanced advance VERB 5h73pv65d26 9 5 current current ADJ 5h73pv65d26 9 6 knowledge knowledge NOUN 5h73pv65d26 9 7 about about ADP 5h73pv65d26 9 8 genetic genetic ADJ 5h73pv65d26 9 9 surveillance surveillance NOUN 5h73pv65d26 9 10 of of ADP 5h73pv65d26 9 11 freshwater freshwater NOUN 5h73pv65d26 9 12 fish fish NOUN 5h73pv65d26 9 13 using use VERB 5h73pv65d26 9 14 environmental environmental ADJ 5h73pv65d26 9 15 dna dna PROPN 5h73pv65d26 9 16 ( ( PUNCT 5h73pv65d26 9 17 edna edna PROPN 5h73pv65d26 9 18 ) ) PUNCT 5h73pv65d26 9 19 . . PUNCT 5h73pv65d26 10 1 in in ADP 5h73pv65d26 10 2 a a DET 5h73pv65d26 10 3 laboratory laboratory NOUN 5h73pv65d26 10 4 experiment experiment NOUN 5h73pv65d26 10 5 , , PUNCT 5h73pv65d26 10 6 biotic biotic ADJ 5h73pv65d26 10 7 and and CCONJ 5h73pv65d26 10 8 abiotic abiotic ADJ 5h73pv65d26 10 9 environmental environmental ADJ 5h73pv65d26 10 10 factors factor NOUN 5h73pv65d26 10 11 influenced influence VERB 5h73pv65d26 10 12 common common ADJ 5h73pv65d26 10 13 carp carp NOUN 5h73pv65d26 10 14 ( ( PUNCT 5h73pv65d26 10 15 cyprinus cyprinus NOUN 5h73pv65d26 10 16 carpio carpio NOUN 5h73pv65d26 10 17 ) ) PUNCT 5h73pv65d26 10 18 edna edna PROPN 5h73pv65d26 10 19 degradation degradation PROPN 5h73pv65d26 10 20 . . PUNCT 5h73pv65d26 11 1 logistic logistic ADJ 5h73pv65d26 11 2 regression regression NOUN 5h73pv65d26 11 3 accurately accurately ADV 5h73pv65d26 11 4 predicted predict VERB 5h73pv65d26 11 5 detection detection NOUN 5h73pv65d26 11 6 vs. vs. ADP 5h73pv65d26 11 7 nondetection nondetection NOUN 5h73pv65d26 11 8 over over ADP 5h73pv65d26 11 9 time time NOUN 5h73pv65d26 11 10 , , PUNCT 5h73pv65d26 11 11 while while SCONJ 5h73pv65d26 11 12 edna edna ADJ 5h73pv65d26 11 13 concentration concentration NOUN 5h73pv65d26 11 14 decayed decay VERB 5h73pv65d26 11 15 exponentially exponentially ADV 5h73pv65d26 11 16 . . PUNCT 5h73pv65d26 12 1 i i PRON 5h73pv65d26 12 2 explored explore VERB 5h73pv65d26 12 3 the the DET 5h73pv65d26 12 4 influence influence NOUN 5h73pv65d26 12 5 of of ADP 5h73pv65d26 12 6 environmental environmental ADJ 5h73pv65d26 12 7 factors factor NOUN 5h73pv65d26 12 8 on on ADP 5h73pv65d26 12 9 edna edna ADJ 5h73pv65d26 12 10 particle particle NOUN 5h73pv65d26 12 11 size size NOUN 5h73pv65d26 12 12 distribution distribution NOUN 5h73pv65d26 12 13 ( ( PUNCT 5h73pv65d26 12 14 psd psd NOUN 5h73pv65d26 12 15 ) ) PUNCT 5h73pv65d26 12 16 in in ADP 5h73pv65d26 12 17 experimental experimental ADJ 5h73pv65d26 12 18 ponds pond NOUN 5h73pv65d26 12 19 . . PUNCT 5h73pv65d26 13 1 psd psd PROPN 5h73pv65d26 13 2 did do AUX 5h73pv65d26 13 3 not not PART 5h73pv65d26 13 4 differ differ VERB 5h73pv65d26 13 5 between between ADP 5h73pv65d26 13 6 common common ADJ 5h73pv65d26 13 7 carp carp NOUN 5h73pv65d26 13 8 and and CCONJ 5h73pv65d26 13 9 bigheaded bigheaded ADJ 5h73pv65d26 13 10 carps carp NOUN 5h73pv65d26 13 11 ( ( PUNCT 5h73pv65d26 13 12 genus genus PROPN 5h73pv65d26 13 13 hypophthalmichthys hypophthalmichthys PROPN 5h73pv65d26 13 14 ) ) PUNCT 5h73pv65d26 13 15 , , PUNCT 5h73pv65d26 13 16 but but CCONJ 5h73pv65d26 13 17 abiotic abiotic ADJ 5h73pv65d26 13 18 and and CCONJ 5h73pv65d26 13 19 biotic biotic ADJ 5h73pv65d26 13 20 factors factor NOUN 5h73pv65d26 13 21 influenced influence VERB 5h73pv65d26 13 22 psd psd ADJ 5h73pv65d26 13 23 differences difference NOUN 5h73pv65d26 13 24 between between ADP 5h73pv65d26 13 25 ponds pond NOUN 5h73pv65d26 13 26 . . PUNCT 5h73pv65d26 14 1 quantifying quantify VERB 5h73pv65d26 14 2 the the DET 5h73pv65d26 14 3 influence influence NOUN 5h73pv65d26 14 4 of of ADP 5h73pv65d26 14 5 local local ADJ 5h73pv65d26 14 6 environmental environmental ADJ 5h73pv65d26 14 7 conditions condition NOUN 5h73pv65d26 14 8 on on ADP 5h73pv65d26 14 9 edna edna PROPN 5h73pv65d26 14 10 degradation degradation NOUN 5h73pv65d26 14 11 and and CCONJ 5h73pv65d26 14 12 psd psd ADJ 5h73pv65d26 14 13 rates rate NOUN 5h73pv65d26 14 14 will will AUX 5h73pv65d26 14 15 improve improve VERB 5h73pv65d26 14 16 edna edna PROPN 5h73pv65d26 14 17 surveillance surveillance NOUN 5h73pv65d26 14 18 . . PUNCT 5h73pv65d26 15 1 overall overall ADV 5h73pv65d26 15 2 , , PUNCT 5h73pv65d26 15 3 the the DET 5h73pv65d26 15 4 science science NOUN 5h73pv65d26 15 5 of of ADP 5h73pv65d26 15 6 prediction prediction NOUN 5h73pv65d26 15 7 and and CCONJ 5h73pv65d26 15 8 detection detection NOUN 5h73pv65d26 15 9 of of ADP 5h73pv65d26 15 10 aquatic aquatic ADJ 5h73pv65d26 15 11 invasions invasion NOUN 5h73pv65d26 15 12 continues continue VERB 5h73pv65d26 15 13 to to PART 5h73pv65d26 15 14 progress progress VERB 5h73pv65d26 15 15 rapidly rapidly ADV 5h73pv65d26 15 16 . . PUNCT 5h73pv65d26 16 1 in in ADP 5h73pv65d26 16 2 my my PRON 5h73pv65d26 16 3 dissertation dissertation NOUN 5h73pv65d26 16 4 , , PUNCT 5h73pv65d26 16 5 i i PRON 5h73pv65d26 16 6 have have AUX 5h73pv65d26 16 7 evaluated evaluate VERB 5h73pv65d26 16 8 uncertainties uncertainty NOUN 5h73pv65d26 16 9 in in ADP 5h73pv65d26 16 10 current current ADJ 5h73pv65d26 16 11 predictive predictive ADJ 5h73pv65d26 16 12 methodologies methodology NOUN 5h73pv65d26 16 13 and and CCONJ 5h73pv65d26 16 14 technologies technology NOUN 5h73pv65d26 16 15 to to PART 5h73pv65d26 16 16 increase increase VERB 5h73pv65d26 16 17 understanding understanding NOUN 5h73pv65d26 16 18 of of ADP 5h73pv65d26 16 19 the the DET 5h73pv65d26 16 20 ecology ecology NOUN 5h73pv65d26 16 21 of of ADP 5h73pv65d26 16 22 invasive invasive ADJ 5h73pv65d26 16 23 species specie NOUN 5h73pv65d26 16 24 and and CCONJ 5h73pv65d26 16 25 improve improve VERB 5h73pv65d26 16 26 management management NOUN 5h73pv65d26 16 27 and and CCONJ 5h73pv65d26 16 28 mitigation mitigation NOUN 5h73pv65d26 16 29 of of ADP 5h73pv65d26 16 30 damages damage NOUN 5h73pv65d26 16 31 due due ADP 5h73pv65d26 16 32 to to ADP 5h73pv65d26 16 33 aquatic aquatic ADJ 5h73pv65d26 16 34 invasions invasion NOUN 5h73pv65d26 16 35 . . PUNCT 5h73pv65d26 17 1 in in ADP 5h73pv65d26 17 2 an an DET 5h73pv65d26 17 3 era era NOUN 5h73pv65d26 17 4 of of ADP 5h73pv65d26 17 5 global global ADJ 5h73pv65d26 17 6 change change NOUN 5h73pv65d26 17 7 , , PUNCT 5h73pv65d26 17 8 advancing advance VERB 5h73pv65d26 17 9 science science NOUN 5h73pv65d26 17 10 will will AUX 5h73pv65d26 17 11 allow allow VERB 5h73pv65d26 17 12 a a DET 5h73pv65d26 17 13 transition transition NOUN 5h73pv65d26 17 14 from from ADP 5h73pv65d26 17 15 simply simply ADV 5h73pv65d26 17 16 reacting react VERB 5h73pv65d26 17 17 to to ADP 5h73pv65d26 17 18 the the DET 5h73pv65d26 17 19 latest late ADJ 5h73pv65d26 17 20 environmental environmental ADJ 5h73pv65d26 17 21 crises crisis NOUN 5h73pv65d26 17 22 to to PART 5h73pv65d26 17 23 instead instead ADV 5h73pv65d26 17 24 averting avert VERB 5h73pv65d26 17 25 future future ADJ 5h73pv65d26 17 26 challenges challenge NOUN 5h73pv65d26 17 27 . . PUNCT