id sid tid token lemma pos k6439z92c6c 1 1 the the DET k6439z92c6c 1 2 human human NOUN k6439z92c6c 1 3 - - PUNCT k6439z92c6c 1 4 assisted assist VERB k6439z92c6c 1 5 transport transport NOUN k6439z92c6c 1 6 of of ADP k6439z92c6c 1 7 species specie NOUN k6439z92c6c 1 8 around around ADP k6439z92c6c 1 9 the the DET k6439z92c6c 1 10 world world NOUN k6439z92c6c 1 11 threatens threaten VERB k6439z92c6c 1 12 to to PART k6439z92c6c 1 13 profoundly profoundly ADV k6439z92c6c 1 14 impact impact VERB k6439z92c6c 1 15 the the DET k6439z92c6c 1 16 physical physical ADJ k6439z92c6c 1 17 , , PUNCT k6439z92c6c 1 18 chemical chemical NOUN k6439z92c6c 1 19 , , PUNCT k6439z92c6c 1 20 and and CCONJ k6439z92c6c 1 21 biological biological ADJ k6439z92c6c 1 22 environment environment NOUN k6439z92c6c 1 23 , , PUNCT k6439z92c6c 1 24 economic economic ADJ k6439z92c6c 1 25 prosperity prosperity NOUN k6439z92c6c 1 26 , , PUNCT k6439z92c6c 1 27 and and CCONJ k6439z92c6c 1 28 human human ADJ k6439z92c6c 1 29 health health NOUN k6439z92c6c 1 30 . . PUNCT k6439z92c6c 2 1 my my PRON k6439z92c6c 2 2 dissertation dissertation NOUN k6439z92c6c 2 3 investigates investigate VERB k6439z92c6c 2 4 the the DET k6439z92c6c 2 5 spread spread NOUN k6439z92c6c 2 6 and and CCONJ k6439z92c6c 2 7 impacts impact NOUN k6439z92c6c 2 8 of of ADP k6439z92c6c 2 9 a a DET k6439z92c6c 2 10 group group NOUN k6439z92c6c 2 11 of of ADP k6439z92c6c 2 12 invasive invasive ADJ k6439z92c6c 2 13 aquatic aquatic ADJ k6439z92c6c 2 14 invertebrates invertebrate NOUN k6439z92c6c 2 15 in in ADP k6439z92c6c 2 16 stream stream NOUN k6439z92c6c 2 17 ecosystems ecosystem NOUN k6439z92c6c 2 18 an an DET k6439z92c6c 2 19 invasive invasive ADJ k6439z92c6c 2 20 gastropod gastropod NOUN k6439z92c6c 2 21 ( ( PUNCT k6439z92c6c 2 22 chinese chinese ADJ k6439z92c6c 2 23 mystery mystery NOUN k6439z92c6c 2 24 snail snail NOUN k6439z92c6c 2 25 ) ) PUNCT k6439z92c6c 2 26 , , PUNCT k6439z92c6c 2 27 bivalve bivalve PROPN k6439z92c6c 2 28 ( ( PUNCT k6439z92c6c 2 29 zebra zebra NOUN k6439z92c6c 2 30 mussel mussel NOUN k6439z92c6c 2 31 ) ) PUNCT k6439z92c6c 2 32 , , PUNCT k6439z92c6c 2 33 and and CCONJ k6439z92c6c 2 34 crustacean crustacean NOUN k6439z92c6c 2 35 ( ( PUNCT k6439z92c6c 2 36 rusty rusty ADJ k6439z92c6c 2 37 crayfish crayfish NOUN k6439z92c6c 2 38 ) ) PUNCT k6439z92c6c 2 39 . . PUNCT k6439z92c6c 3 1 these these DET k6439z92c6c 3 2 aquatic aquatic ADJ k6439z92c6c 3 3 invasive invasive ADJ k6439z92c6c 3 4 invertebrates invertebrate NOUN k6439z92c6c 3 5 represent represent VERB k6439z92c6c 3 6 organisms organism NOUN k6439z92c6c 3 7 with with ADP k6439z92c6c 3 8 differing differ VERB k6439z92c6c 3 9 life life NOUN k6439z92c6c 3 10 history history NOUN k6439z92c6c 3 11 characteristics characteristic NOUN k6439z92c6c 3 12 and and CCONJ k6439z92c6c 3 13 roles role NOUN k6439z92c6c 3 14 within within ADP k6439z92c6c 3 15 aquatic aquatic ADJ k6439z92c6c 3 16 food food NOUN k6439z92c6c 3 17 webs webs NOUN k6439z92c6c 3 18 , , PUNCT k6439z92c6c 3 19 which which PRON k6439z92c6c 3 20 are be AUX k6439z92c6c 3 21 important important ADJ k6439z92c6c 3 22 to to PART k6439z92c6c 3 23 understand understand VERB k6439z92c6c 3 24 when when SCONJ k6439z92c6c 3 25 evaluating evaluate VERB k6439z92c6c 3 26 complex complex ADJ k6439z92c6c 3 27 impacts impact NOUN k6439z92c6c 3 28 resulting result VERB k6439z92c6c 3 29 from from ADP k6439z92c6c 3 30 species species NOUN k6439z92c6c 3 31 invasions invasion NOUN k6439z92c6c 3 32 . . PUNCT k6439z92c6c 4 1 i i PRON k6439z92c6c 4 2 have have AUX k6439z92c6c 4 3 examined examine VERB k6439z92c6c 4 4 the the DET k6439z92c6c 4 5 extent extent NOUN k6439z92c6c 4 6 to to PART k6439z92c6c 4 7 which which PRON k6439z92c6c 4 8 streams stream NOUN k6439z92c6c 4 9 serve serve VERB k6439z92c6c 4 10 as as ADP k6439z92c6c 4 11 pathways pathway NOUN k6439z92c6c 4 12 for for ADP k6439z92c6c 4 13 the the DET k6439z92c6c 4 14 dispersal dispersal NOUN k6439z92c6c 4 15 of of ADP k6439z92c6c 4 16 invasive invasive ADJ k6439z92c6c 4 17 species specie NOUN k6439z92c6c 4 18 , , PUNCT k6439z92c6c 4 19 over over ADP k6439z92c6c 4 20 both both DET k6439z92c6c 4 21 temporal temporal ADJ k6439z92c6c 4 22 and and CCONJ k6439z92c6c 4 23 spatial spatial ADJ k6439z92c6c 4 24 scales scale NOUN k6439z92c6c 4 25 . . PUNCT k6439z92c6c 5 1 i i PRON k6439z92c6c 5 2 have have AUX k6439z92c6c 5 3 shown show VERB k6439z92c6c 5 4 that that SCONJ k6439z92c6c 5 5 zebra zebra NOUN k6439z92c6c 5 6 mussels mussel NOUN k6439z92c6c 5 7 and and CCONJ k6439z92c6c 5 8 rusty rusty ADJ k6439z92c6c 5 9 crayfish crayfish NOUN k6439z92c6c 5 10 are be AUX k6439z92c6c 5 11 able able ADJ k6439z92c6c 5 12 to to PART k6439z92c6c 5 13 spread spread VERB k6439z92c6c 5 14 through through ADP k6439z92c6c 5 15 streams stream NOUN k6439z92c6c 5 16 , , PUNCT k6439z92c6c 5 17 but but CCONJ k6439z92c6c 5 18 that that SCONJ k6439z92c6c 5 19 populations population NOUN k6439z92c6c 5 20 persist persist VERB k6439z92c6c 5 21 in in ADP k6439z92c6c 5 22 the the DET k6439z92c6c 5 23 highest high ADJ k6439z92c6c 5 24 densities density NOUN k6439z92c6c 5 25 clustered cluster VERB k6439z92c6c 5 26 at at ADP k6439z92c6c 5 27 the the DET k6439z92c6c 5 28 lake lake NOUN k6439z92c6c 5 29 - - PUNCT k6439z92c6c 5 30 outflow outflow NOUN k6439z92c6c 5 31 and and CCONJ k6439z92c6c 5 32 decline decline VERB k6439z92c6c 5 33 with with ADP k6439z92c6c 5 34 distance distance NOUN k6439z92c6c 5 35 downstream downstream ADV k6439z92c6c 5 36 . . PUNCT k6439z92c6c 6 1 where where SCONJ k6439z92c6c 6 2 streams stream NOUN k6439z92c6c 6 3 have have AUX k6439z92c6c 6 4 been be AUX k6439z92c6c 6 5 invaded invade VERB k6439z92c6c 6 6 , , PUNCT k6439z92c6c 6 7 i i PRON k6439z92c6c 6 8 investigated investigate VERB k6439z92c6c 6 9 the the DET k6439z92c6c 6 10 impacts impact NOUN k6439z92c6c 6 11 on on ADP k6439z92c6c 6 12 stream stream NOUN k6439z92c6c 6 13 food food NOUN k6439z92c6c 6 14 webs webs NOUN k6439z92c6c 6 15 and and CCONJ k6439z92c6c 6 16 ecosystem ecosystem NOUN k6439z92c6c 6 17 processes process NOUN k6439z92c6c 6 18 . . PUNCT k6439z92c6c 7 1 exclusion exclusion NOUN k6439z92c6c 7 2 experiments experiment NOUN k6439z92c6c 7 3 were be AUX k6439z92c6c 7 4 conducted conduct VERB k6439z92c6c 7 5 that that PRON k6439z92c6c 7 6 showed show VERB k6439z92c6c 7 7 that that SCONJ k6439z92c6c 7 8 rusty rusty ADJ k6439z92c6c 7 9 crayfish crayfish NOUN k6439z92c6c 7 10 increase increase VERB k6439z92c6c 7 11 the the DET k6439z92c6c 7 12 rate rate NOUN k6439z92c6c 7 13 of of ADP k6439z92c6c 7 14 leaf leaf NOUN k6439z92c6c 7 15 litter litter NOUN k6439z92c6c 7 16 decomposition decomposition NOUN k6439z92c6c 7 17 , , PUNCT k6439z92c6c 7 18 reduce reduce VERB k6439z92c6c 7 19 the the DET k6439z92c6c 7 20 abundance abundance NOUN k6439z92c6c 7 21 of of ADP k6439z92c6c 7 22 benthic benthic ADJ k6439z92c6c 7 23 invertebrates invertebrate NOUN k6439z92c6c 7 24 , , PUNCT k6439z92c6c 7 25 and and CCONJ k6439z92c6c 7 26 may may AUX k6439z92c6c 7 27 also also ADV k6439z92c6c 7 28 indirectly indirectly ADV k6439z92c6c 7 29 reduce reduce VERB k6439z92c6c 7 30 fish fish NOUN k6439z92c6c 7 31 abundances abundance NOUN k6439z92c6c 7 32 . . PUNCT k6439z92c6c 8 1 high high ADJ k6439z92c6c 8 2 densities density NOUN k6439z92c6c 8 3 of of ADP k6439z92c6c 8 4 invasive invasive ADJ k6439z92c6c 8 5 species specie NOUN k6439z92c6c 8 6 can can AUX k6439z92c6c 8 7 also also ADV k6439z92c6c 8 8 accelerate accelerate VERB k6439z92c6c 8 9 nutrient nutrient ADJ k6439z92c6c 8 10 cycling cycling NOUN k6439z92c6c 8 11 , , PUNCT k6439z92c6c 8 12 as as ADP k6439z92c6c 8 13 in in ADP k6439z92c6c 8 14 the the DET k6439z92c6c 8 15 case case NOUN k6439z92c6c 8 16 with with ADP k6439z92c6c 8 17 the the DET k6439z92c6c 8 18 chinese chinese ADJ k6439z92c6c 8 19 mystery mystery NOUN k6439z92c6c 8 20 snail snail NOUN k6439z92c6c 8 21 . . PUNCT k6439z92c6c 9 1 biomass biomass NOUN k6439z92c6c 9 2 - - PUNCT k6439z92c6c 9 3 specific specific ADJ k6439z92c6c 9 4 release release NOUN k6439z92c6c 9 5 rates rate NOUN k6439z92c6c 9 6 show show VERB k6439z92c6c 9 7 that that SCONJ k6439z92c6c 9 8 chinese chinese ADJ k6439z92c6c 9 9 mystery mystery NOUN k6439z92c6c 9 10 snails snail NOUN k6439z92c6c 9 11 are be AUX k6439z92c6c 9 12 able able ADJ k6439z92c6c 9 13 to to PART k6439z92c6c 9 14 overwhelm overwhelm VERB k6439z92c6c 9 15 nutrient nutrient NOUN k6439z92c6c 9 16 release release NOUN k6439z92c6c 9 17 by by ADP k6439z92c6c 9 18 native native ADJ k6439z92c6c 9 19 species specie NOUN k6439z92c6c 9 20 . . PUNCT k6439z92c6c 10 1 finally finally ADV k6439z92c6c 10 2 , , PUNCT k6439z92c6c 10 3 i i PRON k6439z92c6c 10 4 summarized summarize VERB k6439z92c6c 10 5 for for ADP k6439z92c6c 10 6 the the DET k6439z92c6c 10 7 first first ADJ k6439z92c6c 10 8 time time NOUN k6439z92c6c 10 9 the the DET k6439z92c6c 10 10 state state NOUN k6439z92c6c 10 11 - - PUNCT k6439z92c6c 10 12 of of ADP k6439z92c6c 10 13 - - PUNCT k6439z92c6c 10 14 the the DET k6439z92c6c 10 15 - - PUNCT k6439z92c6c 10 16 knowledge knowledge NOUN k6439z92c6c 10 17 on on ADP k6439z92c6c 10 18 the the DET k6439z92c6c 10 19 distribution distribution NOUN k6439z92c6c 10 20 of of ADP k6439z92c6c 10 21 aquatic aquatic ADJ k6439z92c6c 10 22 invasive invasive ADJ k6439z92c6c 10 23 invertebrates invertebrate NOUN k6439z92c6c 10 24 in in ADP k6439z92c6c 10 25 the the DET k6439z92c6c 10 26 u.s u.s PROPN k6439z92c6c 10 27 . . PROPN k6439z92c6c 10 28 and and CCONJ k6439z92c6c 10 29 identified identify VERB k6439z92c6c 10 30 current current ADJ k6439z92c6c 10 31 invasional invasional ADJ k6439z92c6c 10 32 hotspots hotspot NOUN k6439z92c6c 10 33 . . PUNCT k6439z92c6c 11 1 this this DET k6439z92c6c 11 2 study study NOUN k6439z92c6c 11 3 shows show VERB k6439z92c6c 11 4 that that SCONJ k6439z92c6c 11 5 the the DET k6439z92c6c 11 6 epicenter epicenter NOUN k6439z92c6c 11 7 of of ADP k6439z92c6c 11 8 aquatic aquatic ADJ k6439z92c6c 11 9 invertebrate invertebrate NOUN k6439z92c6c 11 10 invasions invasion NOUN k6439z92c6c 11 11 in in ADP k6439z92c6c 11 12 the the DET k6439z92c6c 11 13 u.s u.s PROPN k6439z92c6c 11 14 . . PROPN k6439z92c6c 11 15 is be AUX k6439z92c6c 11 16 in in ADP k6439z92c6c 11 17 the the DET k6439z92c6c 11 18 great great ADJ k6439z92c6c 11 19 lakes lake NOUN k6439z92c6c 11 20 region region NOUN k6439z92c6c 11 21 , , PUNCT k6439z92c6c 11 22 likely likely ADV k6439z92c6c 11 23 due due ADJ k6439z92c6c 11 24 to to ADP k6439z92c6c 11 25 high high ADJ k6439z92c6c 11 26 levels level NOUN k6439z92c6c 11 27 of of ADP k6439z92c6c 11 28 domestic domestic ADJ k6439z92c6c 11 29 and and CCONJ k6439z92c6c 11 30 international international ADJ k6439z92c6c 11 31 trade trade NOUN k6439z92c6c 11 32 . . PUNCT k6439z92c6c 12 1 overall overall ADV k6439z92c6c 12 2 , , PUNCT k6439z92c6c 12 3 my my PRON k6439z92c6c 12 4 research research NOUN k6439z92c6c 12 5 suggests suggest VERB k6439z92c6c 12 6 that that SCONJ k6439z92c6c 12 7 high high ADJ k6439z92c6c 12 8 densities density NOUN k6439z92c6c 12 9 of of ADP k6439z92c6c 12 10 invasive invasive ADJ k6439z92c6c 12 11 invertebrates invertebrate NOUN k6439z92c6c 12 12 reduce reduce VERB k6439z92c6c 12 13 the the DET k6439z92c6c 12 14 abundance abundance NOUN k6439z92c6c 12 15 of of ADP k6439z92c6c 12 16 native native ADJ k6439z92c6c 12 17 congeners congener NOUN k6439z92c6c 12 18 , , PUNCT k6439z92c6c 12 19 increase increase VERB k6439z92c6c 12 20 the the DET k6439z92c6c 12 21 rate rate NOUN k6439z92c6c 12 22 of of ADP k6439z92c6c 12 23 ecosystem ecosystem NOUN k6439z92c6c 12 24 processes process NOUN k6439z92c6c 12 25 , , PUNCT k6439z92c6c 12 26 reduce reduce VERB k6439z92c6c 12 27 resource resource NOUN k6439z92c6c 12 28 availability availability NOUN k6439z92c6c 12 29 , , PUNCT k6439z92c6c 12 30 and and CCONJ k6439z92c6c 12 31 may may AUX k6439z92c6c 12 32 indirectly indirectly ADV k6439z92c6c 12 33 affect affect VERB k6439z92c6c 12 34 higher high ADJ k6439z92c6c 12 35 trophic trophic ADJ k6439z92c6c 12 36 levels level NOUN k6439z92c6c 12 37 . . PUNCT k6439z92c6c 13 1 the the DET k6439z92c6c 13 2 combined combine VERB k6439z92c6c 13 3 results result NOUN k6439z92c6c 13 4 of of ADP k6439z92c6c 13 5 my my PRON k6439z92c6c 13 6 dissertation dissertation NOUN k6439z92c6c 13 7 highlight highlight VERB k6439z92c6c 13 8 the the DET k6439z92c6c 13 9 importance importance NOUN k6439z92c6c 13 10 of of ADP k6439z92c6c 13 11 invasive invasive ADJ k6439z92c6c 13 12 invertebrates invertebrate NOUN k6439z92c6c 13 13 in in ADP k6439z92c6c 13 14 altering alter VERB k6439z92c6c 13 15 historical historical ADJ k6439z92c6c 13 16 stream stream NOUN k6439z92c6c 13 17 food food NOUN k6439z92c6c 13 18 webs webs NOUN k6439z92c6c 13 19 and and CCONJ k6439z92c6c 13 20 ecosystem ecosystem NOUN k6439z92c6c 13 21 processes process NOUN k6439z92c6c 13 22 and and CCONJ k6439z92c6c 13 23 the the DET k6439z92c6c 13 24 critical critical ADJ k6439z92c6c 13 25 need need NOUN k6439z92c6c 13 26 to to PART k6439z92c6c 13 27 understand understand VERB k6439z92c6c 13 28 where where SCONJ k6439z92c6c 13 29 species specie NOUN k6439z92c6c 13 30 have have AUX k6439z92c6c 13 31 invaded invade VERB k6439z92c6c 13 32 before before SCONJ k6439z92c6c 13 33 we we PRON k6439z92c6c 13 34 can can AUX k6439z92c6c 13 35 successfully successfully ADV k6439z92c6c 13 36 address address VERB k6439z92c6c 13 37 management management NOUN k6439z92c6c 13 38 options option NOUN k6439z92c6c 13 39 . . PUNCT