id sid tid token lemma pos gx41mg76z18 1 1 the the DET gx41mg76z18 1 2 discipline discipline NOUN gx41mg76z18 1 3 of of ADP gx41mg76z18 1 4 ecology ecology NOUN gx41mg76z18 1 5 seeks seek VERB gx41mg76z18 1 6 to to PART gx41mg76z18 1 7 understand understand VERB gx41mg76z18 1 8 the the DET gx41mg76z18 1 9 abiotic abiotic ADJ gx41mg76z18 1 10 and and CCONJ gx41mg76z18 1 11 biotic biotic ADJ gx41mg76z18 1 12 factors factor NOUN gx41mg76z18 1 13 that that PRON gx41mg76z18 1 14 influence influence VERB gx41mg76z18 1 15 species specie NOUN gx41mg76z18 1 16 diversity diversity NOUN gx41mg76z18 1 17 and and CCONJ gx41mg76z18 1 18 distributions distribution NOUN gx41mg76z18 1 19 . . PUNCT gx41mg76z18 2 1 specific specific ADJ gx41mg76z18 2 2 factors factor NOUN gx41mg76z18 2 3 include include VERB gx41mg76z18 2 4 interactions interaction NOUN gx41mg76z18 2 5 with with ADP gx41mg76z18 2 6 other other ADJ gx41mg76z18 2 7 species specie NOUN gx41mg76z18 2 8 and and CCONJ gx41mg76z18 2 9 humans human NOUN gx41mg76z18 2 10 , , PUNCT gx41mg76z18 2 11 habitat habitat NOUN gx41mg76z18 2 12 characteristics characteristic NOUN gx41mg76z18 2 13 , , PUNCT gx41mg76z18 2 14 and and CCONJ gx41mg76z18 2 15 the the DET gx41mg76z18 2 16 position position NOUN gx41mg76z18 2 17 of of ADP gx41mg76z18 2 18 these these DET gx41mg76z18 2 19 interactions interaction NOUN gx41mg76z18 2 20 and and CCONJ gx41mg76z18 2 21 habitats habitat NOUN gx41mg76z18 2 22 within within ADP gx41mg76z18 2 23 the the DET gx41mg76z18 2 24 landscape landscape NOUN gx41mg76z18 2 25 . . PUNCT gx41mg76z18 3 1 my my PRON gx41mg76z18 3 2 research research NOUN gx41mg76z18 3 3 examines examine VERB gx41mg76z18 3 4 species species NOUN gx41mg76z18 3 5 diversity diversity NOUN gx41mg76z18 3 6 and and CCONJ gx41mg76z18 3 7 distributions distribution NOUN gx41mg76z18 3 8 in in ADP gx41mg76z18 3 9 fresh fresh ADJ gx41mg76z18 3 10 waters water NOUN gx41mg76z18 3 11 . . PUNCT gx41mg76z18 4 1 historically historically ADV gx41mg76z18 4 2 , , PUNCT gx41mg76z18 4 3 relatively relatively ADV gx41mg76z18 4 4 little little ADJ gx41mg76z18 4 5 research research NOUN gx41mg76z18 4 6 has have AUX gx41mg76z18 4 7 focused focus VERB gx41mg76z18 4 8 on on ADP gx41mg76z18 4 9 benthic benthic ADJ gx41mg76z18 4 10 invertebrates invertebrate NOUN gx41mg76z18 4 11 in in ADP gx41mg76z18 4 12 the the DET gx41mg76z18 4 13 littoral littoral ADJ gx41mg76z18 4 14 zone zone NOUN gx41mg76z18 4 15 of of ADP gx41mg76z18 4 16 lakes lake NOUN gx41mg76z18 4 17 . . PUNCT gx41mg76z18 5 1 however however ADV gx41mg76z18 5 2 , , PUNCT gx41mg76z18 5 3 because because SCONJ gx41mg76z18 5 4 of of ADP gx41mg76z18 5 5 the the DET gx41mg76z18 5 6 isolated isolated ADJ gx41mg76z18 5 7 nature nature NOUN gx41mg76z18 5 8 of of ADP gx41mg76z18 5 9 lakes lake NOUN gx41mg76z18 5 10 , , PUNCT gx41mg76z18 5 11 the the DET gx41mg76z18 5 12 increased increase VERB gx41mg76z18 5 13 impacts impact NOUN gx41mg76z18 5 14 of of ADP gx41mg76z18 5 15 non non ADJ gx41mg76z18 5 16 - - ADJ gx41mg76z18 5 17 native native ADJ gx41mg76z18 5 18 species specie NOUN gx41mg76z18 5 19 in in ADP gx41mg76z18 5 20 aquatic aquatic ADJ gx41mg76z18 5 21 systems system NOUN gx41mg76z18 5 22 , , PUNCT gx41mg76z18 5 23 and and CCONJ gx41mg76z18 5 24 the the DET gx41mg76z18 5 25 diverse diverse ADJ gx41mg76z18 5 26 habitats habitat NOUN gx41mg76z18 5 27 of of ADP gx41mg76z18 5 28 littoral littoral ADJ gx41mg76z18 5 29 areas area NOUN gx41mg76z18 5 30 , , PUNCT gx41mg76z18 5 31 such such ADJ gx41mg76z18 5 32 systems system NOUN gx41mg76z18 5 33 are be AUX gx41mg76z18 5 34 ideal ideal ADJ gx41mg76z18 5 35 for for ADP gx41mg76z18 5 36 studying study VERB gx41mg76z18 5 37 the the DET gx41mg76z18 5 38 drivers driver NOUN gx41mg76z18 5 39 of of ADP gx41mg76z18 5 40 species specie NOUN gx41mg76z18 5 41 diversity diversity NOUN gx41mg76z18 5 42 and and CCONJ gx41mg76z18 5 43 distribution distribution NOUN gx41mg76z18 5 44 . . PUNCT gx41mg76z18 6 1 additionally additionally ADV gx41mg76z18 6 2 , , PUNCT gx41mg76z18 6 3 by by ADP gx41mg76z18 6 4 combining combine VERB gx41mg76z18 6 5 general general ADJ gx41mg76z18 6 6 ecology ecology NOUN gx41mg76z18 6 7 and and CCONJ gx41mg76z18 6 8 invasion invasion NOUN gx41mg76z18 6 9 biology biology NOUN gx41mg76z18 6 10 principles principle NOUN gx41mg76z18 6 11 , , PUNCT gx41mg76z18 6 12 i i PRON gx41mg76z18 6 13 provide provide VERB gx41mg76z18 6 14 new new ADJ gx41mg76z18 6 15 management management NOUN gx41mg76z18 6 16 and and CCONJ gx41mg76z18 6 17 conservation conservation NOUN gx41mg76z18 6 18 recommendations recommendation NOUN gx41mg76z18 6 19 . . PUNCT gx41mg76z18 7 1 my my PRON gx41mg76z18 7 2 research research NOUN gx41mg76z18 7 3 uses use VERB gx41mg76z18 7 4 crayfishes crayfish NOUN gx41mg76z18 7 5 , , PUNCT gx41mg76z18 7 6 focusing focus VERB gx41mg76z18 7 7 on on ADP gx41mg76z18 7 8 the the DET gx41mg76z18 7 9 invasive invasive ADJ gx41mg76z18 7 10 rusty rusty ADJ gx41mg76z18 7 11 crayfish crayfish NOUN gx41mg76z18 7 12 ( ( PUNCT gx41mg76z18 7 13 orconectes orconecte NOUN gx41mg76z18 7 14 rusticus rusticus PROPN gx41mg76z18 7 15 ) ) PUNCT gx41mg76z18 7 16 , , PUNCT gx41mg76z18 7 17 as as SCONJ gx41mg76z18 7 18 model model NOUN gx41mg76z18 7 19 organisms organism NOUN gx41mg76z18 7 20 to to PART gx41mg76z18 7 21 examine examine VERB gx41mg76z18 7 22 the the DET gx41mg76z18 7 23 importance importance NOUN gx41mg76z18 7 24 of of ADP gx41mg76z18 7 25 predation predation NOUN gx41mg76z18 7 26 , , PUNCT gx41mg76z18 7 27 habitat habitat PROPN gx41mg76z18 7 28 heterogeneity heterogeneity PROPN gx41mg76z18 7 29 and and CCONJ gx41mg76z18 7 30 species specie NOUN gx41mg76z18 7 31 spread spread VERB gx41mg76z18 7 32 , , PUNCT gx41mg76z18 7 33 on on ADP gx41mg76z18 7 34 species species NOUN gx41mg76z18 7 35 coexistence coexistence NOUN gx41mg76z18 7 36 and and CCONJ gx41mg76z18 7 37 ecological ecological ADJ gx41mg76z18 7 38 impacts impact NOUN gx41mg76z18 7 39 . . PUNCT gx41mg76z18 8 1 doing do VERB gx41mg76z18 8 2 so so ADV gx41mg76z18 8 3 provides provide VERB gx41mg76z18 8 4 guidance guidance NOUN gx41mg76z18 8 5 to to PART gx41mg76z18 8 6 improve improve VERB gx41mg76z18 8 7 native native ADJ gx41mg76z18 8 8 species specie NOUN gx41mg76z18 8 9 conservation conservation NOUN gx41mg76z18 8 10 and and CCONJ gx41mg76z18 8 11 invasive invasive ADJ gx41mg76z18 8 12 species specie NOUN gx41mg76z18 8 13 management management NOUN gx41mg76z18 8 14 within within ADP gx41mg76z18 8 15 the the DET gx41mg76z18 8 16 littoral littoral ADJ gx41mg76z18 8 17 zone zone NOUN gx41mg76z18 8 18 of of ADP gx41mg76z18 8 19 lakes lake NOUN gx41mg76z18 8 20 . . PUNCT gx41mg76z18 9 1 using use VERB gx41mg76z18 9 2 a a DET gx41mg76z18 9 3 snapshot snapshot NOUN gx41mg76z18 9 4 survey survey NOUN gx41mg76z18 9 5 across across ADP gx41mg76z18 9 6 multiple multiple ADJ gx41mg76z18 9 7 lakes lake NOUN gx41mg76z18 9 8 , , PUNCT gx41mg76z18 9 9 i i PRON gx41mg76z18 9 10 show show VERB gx41mg76z18 9 11 that that SCONJ gx41mg76z18 9 12 habitat habitat PROPN gx41mg76z18 9 13 heterogeneity heterogeneity PROPN gx41mg76z18 9 14 and and CCONJ gx41mg76z18 9 15 predation predation NOUN gx41mg76z18 9 16 are be AUX gx41mg76z18 9 17 major major ADJ gx41mg76z18 9 18 drivers driver NOUN gx41mg76z18 9 19 of of ADP gx41mg76z18 9 20 where where SCONJ gx41mg76z18 9 21 crayfish crayfish NOUN gx41mg76z18 9 22 occur occur VERB gx41mg76z18 9 23 in in ADP gx41mg76z18 9 24 the the DET gx41mg76z18 9 25 littoral littoral ADJ gx41mg76z18 9 26 zone zone NOUN gx41mg76z18 9 27 . . PUNCT gx41mg76z18 10 1 when when SCONJ gx41mg76z18 10 2 exposed expose VERB gx41mg76z18 10 3 to to ADP gx41mg76z18 10 4 multiple multiple ADJ gx41mg76z18 10 5 predators predator NOUN gx41mg76z18 10 6 , , PUNCT gx41mg76z18 10 7 crayfish crayfish NOUN gx41mg76z18 10 8 distribute distribute VERB gx41mg76z18 10 9 themselves themselves PRON gx41mg76z18 10 10 across across ADP gx41mg76z18 10 11 the the DET gx41mg76z18 10 12 three three NUM gx41mg76z18 10 13 main main ADJ gx41mg76z18 10 14 littoral littoral ADJ gx41mg76z18 10 15 habitats habitat NOUN gx41mg76z18 10 16 ( ( PUNCT gx41mg76z18 10 17 unvegetated unvegetated ADJ gx41mg76z18 10 18 cobble cobble PROPN gx41mg76z18 10 19 , , PUNCT gx41mg76z18 10 20 unvegetated unvegetated ADJ gx41mg76z18 10 21 sand sand NOUN gx41mg76z18 10 22 , , PUNCT gx41mg76z18 10 23 and and CCONJ gx41mg76z18 10 24 vegetated vegetate VERB gx41mg76z18 10 25 sediments sediment NOUN gx41mg76z18 10 26 ) ) PUNCT gx41mg76z18 10 27 to to PART gx41mg76z18 10 28 minimize minimize VERB gx41mg76z18 10 29 their their PRON gx41mg76z18 10 30 risk risk NOUN gx41mg76z18 10 31 of of ADP gx41mg76z18 10 32 predation.invasive predation.invasive ADJ gx41mg76z18 10 33 crayfish crayfish NOUN gx41mg76z18 10 34 can can AUX gx41mg76z18 10 35 alter alter VERB gx41mg76z18 10 36 littoral littoral ADJ gx41mg76z18 10 37 zone zone NOUN gx41mg76z18 10 38 food food NOUN gx41mg76z18 10 39 webs webs NOUN gx41mg76z18 10 40 through through ADP gx41mg76z18 10 41 herbivory herbivory NOUN gx41mg76z18 10 42 and and CCONJ gx41mg76z18 10 43 interactions interaction NOUN gx41mg76z18 10 44 with with ADP gx41mg76z18 10 45 native native ADJ gx41mg76z18 10 46 crayfish crayfish NOUN gx41mg76z18 10 47 . . PUNCT gx41mg76z18 11 1 in in ADP gx41mg76z18 11 2 one one NUM gx41mg76z18 11 3 lake lake NOUN gx41mg76z18 11 4 , , PUNCT gx41mg76z18 11 5 i i PRON gx41mg76z18 11 6 used use VERB gx41mg76z18 11 7 a a DET gx41mg76z18 11 8 field field NOUN gx41mg76z18 11 9 experiment experiment NOUN gx41mg76z18 11 10 to to PART gx41mg76z18 11 11 demonstrate demonstrate VERB gx41mg76z18 11 12 that that SCONJ gx41mg76z18 11 13 invasive invasive ADJ gx41mg76z18 11 14 crayfish crayfish NOUN gx41mg76z18 11 15 selectively selectively ADV gx41mg76z18 11 16 remove remove VERB gx41mg76z18 11 17 aquatic aquatic ADJ gx41mg76z18 11 18 vegetation vegetation NOUN gx41mg76z18 11 19 , , PUNCT gx41mg76z18 11 20 which which PRON gx41mg76z18 11 21 can can AUX gx41mg76z18 11 22 have have VERB gx41mg76z18 11 23 cascading cascade VERB gx41mg76z18 11 24 effects effect NOUN gx41mg76z18 11 25 on on ADP gx41mg76z18 11 26 the the DET gx41mg76z18 11 27 physical physical ADJ gx41mg76z18 11 28 , , PUNCT gx41mg76z18 11 29 chemical chemical ADJ gx41mg76z18 11 30 and and CCONJ gx41mg76z18 11 31 biological biological ADJ gx41mg76z18 11 32 dynamics dynamic NOUN gx41mg76z18 11 33 of of ADP gx41mg76z18 11 34 lakes lake NOUN gx41mg76z18 11 35 . . PUNCT gx41mg76z18 12 1 i i PRON gx41mg76z18 12 2 used use VERB gx41mg76z18 12 3 long long ADJ gx41mg76z18 12 4 - - PUNCT gx41mg76z18 12 5 term term NOUN gx41mg76z18 12 6 data datum NOUN gx41mg76z18 12 7 sets set NOUN gx41mg76z18 12 8 and and CCONJ gx41mg76z18 12 9 surveys survey NOUN gx41mg76z18 12 10 across across ADP gx41mg76z18 12 11 multiple multiple ADJ gx41mg76z18 12 12 lakes lake NOUN gx41mg76z18 12 13 , , PUNCT gx41mg76z18 12 14 combined combine VERB gx41mg76z18 12 15 with with ADP gx41mg76z18 12 16 field field NOUN gx41mg76z18 12 17 experiments experiment NOUN gx41mg76z18 12 18 in in ADP gx41mg76z18 12 19 one one NUM gx41mg76z18 12 20 lake lake NOUN gx41mg76z18 12 21 , , PUNCT gx41mg76z18 12 22 to to PART gx41mg76z18 12 23 demonstrate demonstrate VERB gx41mg76z18 12 24 that that SCONJ gx41mg76z18 12 25 the the DET gx41mg76z18 12 26 availability availability NOUN gx41mg76z18 12 27 of of ADP gx41mg76z18 12 28 the the DET gx41mg76z18 12 29 three three NUM gx41mg76z18 12 30 littoral littoral ADJ gx41mg76z18 12 31 habitats habitat NOUN gx41mg76z18 12 32 influences influence VERB gx41mg76z18 12 33 whether whether SCONJ gx41mg76z18 12 34 native native ADJ gx41mg76z18 12 35 virile virile ADJ gx41mg76z18 12 36 crayfish crayfish NOUN gx41mg76z18 12 37 ( ( PUNCT gx41mg76z18 12 38 o. o. PROPN gx41mg76z18 12 39 virilis virilis PROPN gx41mg76z18 12 40 ) ) PUNCT gx41mg76z18 12 41 are be AUX gx41mg76z18 12 42 displaced displace VERB gx41mg76z18 12 43 by by ADP gx41mg76z18 12 44 or or CCONJ gx41mg76z18 12 45 coexist coexist VERB gx41mg76z18 12 46 with with ADP gx41mg76z18 12 47 invasive invasive ADJ gx41mg76z18 12 48 rusty rusty ADJ gx41mg76z18 12 49 crayfish crayfish NOUN gx41mg76z18 12 50 . . PUNCT gx41mg76z18 13 1 my my PRON gx41mg76z18 13 2 combination combination NOUN gx41mg76z18 13 3 of of ADP gx41mg76z18 13 4 within within ADP gx41mg76z18 13 5 - - PUNCT gx41mg76z18 13 6 lake lake NOUN gx41mg76z18 13 7 and and CCONJ gx41mg76z18 13 8 between between ADP gx41mg76z18 13 9 - - PUNCT gx41mg76z18 13 10 lake lake NOUN gx41mg76z18 13 11 analyses analysis NOUN gx41mg76z18 13 12 revealed reveal VERB gx41mg76z18 13 13 that that SCONJ gx41mg76z18 13 14 habitat habitat NOUN gx41mg76z18 13 15 availability availability NOUN gx41mg76z18 13 16 and and CCONJ gx41mg76z18 13 17 niche niche NOUN gx41mg76z18 13 18 partitioning partitioning NOUN gx41mg76z18 13 19 permitted permit VERB gx41mg76z18 13 20 long long ADJ gx41mg76z18 13 21 - - PUNCT gx41mg76z18 13 22 term term NOUN gx41mg76z18 13 23 coexistence coexistence NOUN gx41mg76z18 13 24 of of ADP gx41mg76z18 13 25 native native ADJ gx41mg76z18 13 26 and and CCONJ gx41mg76z18 13 27 invasive invasive ADJ gx41mg76z18 13 28 crayfish crayfish NOUN gx41mg76z18 13 29 species specie NOUN gx41mg76z18 13 30 . . PUNCT gx41mg76z18 14 1 considering consider VERB gx41mg76z18 14 2 cobble cobble NOUN gx41mg76z18 14 3 habitats habitat NOUN gx41mg76z18 14 4 ( ( PUNCT gx41mg76z18 14 5 a a DET gx41mg76z18 14 6 habitat habitat NOUN gx41mg76z18 14 7 not not PART gx41mg76z18 14 8 affected affect VERB gx41mg76z18 14 9 by by ADP gx41mg76z18 14 10 crayfish crayfish NOUN gx41mg76z18 14 11 ) ) PUNCT gx41mg76z18 14 12 across across ADP gx41mg76z18 14 13 multiple multiple ADJ gx41mg76z18 14 14 lakes lake NOUN gx41mg76z18 14 15 , , PUNCT gx41mg76z18 14 16 results result NOUN gx41mg76z18 14 17 suggest suggest VERB gx41mg76z18 14 18 that that SCONJ gx41mg76z18 14 19 managers manager NOUN gx41mg76z18 14 20 should should AUX gx41mg76z18 14 21 target target VERB gx41mg76z18 14 22 lakes lake NOUN gx41mg76z18 14 23 with with ADP gx41mg76z18 14 24 littoral littoral ADJ gx41mg76z18 14 25 areas area NOUN gx41mg76z18 14 26 comprised comprise VERB gx41mg76z18 14 27 of of ADP gx41mg76z18 14 28 ì¢'¡å ì¢'¡å SPACE gx41mg76z18 14 29 ´ ´ PROPN gx41mg76z18 14 30 25 25 NUM gx41mg76z18 14 31 % % NOUN gx41mg76z18 14 32 cobble cobble NOUN gx41mg76z18 14 33 habitats habitat NOUN gx41mg76z18 14 34 for for ADP gx41mg76z18 14 35 efforts effort NOUN gx41mg76z18 14 36 to to PART gx41mg76z18 14 37 prevent prevent VERB gx41mg76z18 14 38 the the DET gx41mg76z18 14 39 introduction introduction NOUN gx41mg76z18 14 40 of of ADP gx41mg76z18 14 41 rusty rusty ADJ gx41mg76z18 14 42 crayfish crayfish NOUN gx41mg76z18 14 43 . . PUNCT gx41mg76z18 15 1 such such ADJ gx41mg76z18 15 2 lakes lake NOUN gx41mg76z18 15 3 ( ( PUNCT gx41mg76z18 15 4 with with ADP gx41mg76z18 15 5 abundant abundant ADJ gx41mg76z18 15 6 cobble cobble NOUN gx41mg76z18 15 7 ) ) PUNCT gx41mg76z18 15 8 , , PUNCT gx41mg76z18 15 9 and and CCONJ gx41mg76z18 15 10 the the DET gx41mg76z18 15 11 native native ADJ gx41mg76z18 15 12 crayfish crayfish NOUN gx41mg76z18 15 13 they they PRON gx41mg76z18 15 14 contain contain VERB gx41mg76z18 15 15 , , PUNCT gx41mg76z18 15 16 stand stand VERB gx41mg76z18 15 17 to to PART gx41mg76z18 15 18 suffer suffer VERB gx41mg76z18 15 19 the the DET gx41mg76z18 15 20 most most ADJ gx41mg76z18 15 21 if if SCONJ gx41mg76z18 15 22 invaded invade VERB gx41mg76z18 15 23 by by ADP gx41mg76z18 15 24 rusty rusty ADJ gx41mg76z18 15 25 crayfish crayfish NOUN gx41mg76z18 15 26 . . PUNCT gx41mg76z18 16 1 finally finally ADV gx41mg76z18 16 2 , , PUNCT gx41mg76z18 16 3 i i PRON gx41mg76z18 16 4 provide provide VERB gx41mg76z18 16 5 a a DET gx41mg76z18 16 6 regional regional ADJ gx41mg76z18 16 7 assessment assessment NOUN gx41mg76z18 16 8 of of ADP gx41mg76z18 16 9 crayfish crayfish ADJ gx41mg76z18 16 10 diversity diversity NOUN gx41mg76z18 16 11 and and CCONJ gx41mg76z18 16 12 distribution distribution NOUN gx41mg76z18 16 13 at at ADP gx41mg76z18 16 14 the the DET gx41mg76z18 16 15 great great ADJ gx41mg76z18 16 16 lakes lake NOUN gx41mg76z18 16 17 scale scale NOUN gx41mg76z18 16 18 over over ADP gx41mg76z18 16 19 the the DET gx41mg76z18 16 20 past past ADJ gx41mg76z18 16 21 100 100 NUM gx41mg76z18 16 22 years year NOUN gx41mg76z18 16 23 and and CCONJ gx41mg76z18 16 24 the the DET gx41mg76z18 16 25 corresponding correspond VERB gx41mg76z18 16 26 policies policy NOUN gx41mg76z18 16 27 targeting target VERB gx41mg76z18 16 28 invasive invasive ADJ gx41mg76z18 16 29 crayfish crayfish NOUN gx41mg76z18 16 30 . . PUNCT gx41mg76z18 17 1 the the DET gx41mg76z18 17 2 rate rate NOUN gx41mg76z18 17 3 that that PRON gx41mg76z18 17 4 rusty rusty ADJ gx41mg76z18 17 5 crayfish crayfish NOUN gx41mg76z18 17 6 , , PUNCT gx41mg76z18 17 7 the the DET gx41mg76z18 17 8 most most ADV gx41mg76z18 17 9 wide wide ADV gx41mg76z18 17 10 - - PUNCT gx41mg76z18 17 11 spread spread ADJ gx41mg76z18 17 12 invasive invasive ADJ gx41mg76z18 17 13 crayfish crayfish NOUN gx41mg76z18 17 14 in in ADP gx41mg76z18 17 15 the the DET gx41mg76z18 17 16 great great ADJ gx41mg76z18 17 17 lakes lake NOUN gx41mg76z18 17 18 , , PUNCT gx41mg76z18 17 19 have have AUX gx41mg76z18 17 20 been be AUX gx41mg76z18 17 21 found find VERB gx41mg76z18 17 22 in in ADP gx41mg76z18 17 23 new new ADJ gx41mg76z18 17 24 locations location NOUN gx41mg76z18 17 25 significantly significantly ADV gx41mg76z18 17 26 differs differ VERB gx41mg76z18 17 27 between between ADP gx41mg76z18 17 28 lakes lake NOUN gx41mg76z18 17 29 , , PUNCT gx41mg76z18 17 30 reflecting reflect VERB gx41mg76z18 17 31 the the DET gx41mg76z18 17 32 differences difference NOUN gx41mg76z18 17 33 in in ADP gx41mg76z18 17 34 near near ADP gx41mg76z18 17 35 shore shore ADJ gx41mg76z18 17 36 fish fish NOUN gx41mg76z18 17 37 communities community NOUN gx41mg76z18 17 38 and and CCONJ gx41mg76z18 17 39 human human ADJ gx41mg76z18 17 40 movement movement NOUN gx41mg76z18 17 41 of of ADP gx41mg76z18 17 42 crayfish crayfish NOUN gx41mg76z18 17 43 . . PUNCT gx41mg76z18 18 1 although although SCONJ gx41mg76z18 18 2 my my PRON gx41mg76z18 18 3 baseline baseline NOUN gx41mg76z18 18 4 data datum NOUN gx41mg76z18 18 5 demonstrate demonstrate VERB gx41mg76z18 18 6 rusty rusty ADJ gx41mg76z18 18 7 crayfish crayfish NOUN gx41mg76z18 18 8 have have AUX gx41mg76z18 18 9 been be AUX gx41mg76z18 18 10 in in ADP gx41mg76z18 18 11 all all DET gx41mg76z18 18 12 great great ADJ gx41mg76z18 18 13 lakes lake NOUN gx41mg76z18 18 14 for for ADP gx41mg76z18 18 15 the the DET gx41mg76z18 18 16 past past ADJ gx41mg76z18 18 17 20 20 NUM gx41mg76z18 18 18 - - SYM gx41mg76z18 18 19 30 30 NUM gx41mg76z18 18 20 years year NOUN gx41mg76z18 18 21 ( ( PUNCT gx41mg76z18 18 22 and and CCONJ gx41mg76z18 18 23 > > X gx41mg76z18 18 24 100 100 NUM gx41mg76z18 18 25 years year NOUN gx41mg76z18 18 26 in in ADP gx41mg76z18 18 27 lake lake PROPN gx41mg76z18 18 28 erie erie NOUN gx41mg76z18 18 29 ) ) PUNCT gx41mg76z18 18 30 , , PUNCT gx41mg76z18 18 31 policies policy NOUN gx41mg76z18 18 32 to to PART gx41mg76z18 18 33 prevent prevent VERB gx41mg76z18 18 34 introductions introduction NOUN gx41mg76z18 18 35 of of ADP gx41mg76z18 18 36 invasive invasive ADJ gx41mg76z18 18 37 species specie NOUN gx41mg76z18 18 38 have have AUX gx41mg76z18 18 39 been be AUX gx41mg76z18 18 40 reactive reactive ADJ gx41mg76z18 18 41 rather rather ADV gx41mg76z18 18 42 than than ADP gx41mg76z18 18 43 proactive proactive ADJ gx41mg76z18 18 44 . . PUNCT gx41mg76z18 19 1 in in ADP gx41mg76z18 19 2 addition addition NOUN gx41mg76z18 19 3 , , PUNCT gx41mg76z18 19 4 the the DET gx41mg76z18 19 5 effectiveness effectiveness NOUN gx41mg76z18 19 6 of of ADP gx41mg76z18 19 7 policies policy NOUN gx41mg76z18 19 8 that that PRON gx41mg76z18 19 9 have have AUX gx41mg76z18 19 10 targeted target VERB gx41mg76z18 19 11 invasive invasive ADJ gx41mg76z18 19 12 crayfish crayfish NOUN gx41mg76z18 19 13 in in ADP gx41mg76z18 19 14 the the DET gx41mg76z18 19 15 great great ADJ gx41mg76z18 19 16 lakes lake NOUN gx41mg76z18 19 17 region region NOUN gx41mg76z18 19 18 are be AUX gx41mg76z18 19 19 limited limit VERB gx41mg76z18 19 20 by by ADP gx41mg76z18 19 21 a a DET gx41mg76z18 19 22 lack lack NOUN gx41mg76z18 19 23 of of ADP gx41mg76z18 19 24 consistency consistency NOUN gx41mg76z18 19 25 across across ADP gx41mg76z18 19 26 the the DET gx41mg76z18 19 27 states state NOUN gx41mg76z18 19 28 / / SYM gx41mg76z18 19 29 province province NOUN gx41mg76z18 19 30 in in ADP gx41mg76z18 19 31 the the DET gx41mg76z18 19 32 region region NOUN gx41mg76z18 19 33 to to PART gx41mg76z18 19 34 address address VERB gx41mg76z18 19 35 the the DET gx41mg76z18 19 36 vectors vector NOUN gx41mg76z18 19 37 that that PRON gx41mg76z18 19 38 are be AUX gx41mg76z18 19 39 moving move VERB gx41mg76z18 19 40 non non ADJ gx41mg76z18 19 41 - - ADJ gx41mg76z18 19 42 native native ADJ gx41mg76z18 19 43 crayfish crayfish NOUN gx41mg76z18 19 44 species.overall species.overall NOUN gx41mg76z18 19 45 , , PUNCT gx41mg76z18 19 46 by by ADP gx41mg76z18 19 47 combining combine VERB gx41mg76z18 19 48 small small ADJ gx41mg76z18 19 49 - - PUNCT gx41mg76z18 19 50 scale scale NOUN gx41mg76z18 19 51 experiments experiment NOUN gx41mg76z18 19 52 , , PUNCT gx41mg76z18 19 53 surveys survey NOUN gx41mg76z18 19 54 , , PUNCT gx41mg76z18 19 55 and and CCONJ gx41mg76z18 19 56 long long ADJ gx41mg76z18 19 57 - - PUNCT gx41mg76z18 19 58 term term NOUN gx41mg76z18 19 59 datasets dataset NOUN gx41mg76z18 19 60 , , PUNCT gx41mg76z18 19 61 i i PRON gx41mg76z18 19 62 examined examine VERB gx41mg76z18 19 63 the the DET gx41mg76z18 19 64 underlying underlying ADJ gx41mg76z18 19 65 mechanisms mechanism NOUN gx41mg76z18 19 66 that that PRON gx41mg76z18 19 67 influence influence VERB gx41mg76z18 19 68 crayfish crayfish ADJ gx41mg76z18 19 69 diversity diversity NOUN gx41mg76z18 19 70 and and CCONJ gx41mg76z18 19 71 distribution distribution NOUN gx41mg76z18 19 72 , , PUNCT gx41mg76z18 19 73 document document NOUN gx41mg76z18 19 74 crayfish crayfish NOUN gx41mg76z18 19 75 dynamics dynamic NOUN gx41mg76z18 19 76 , , PUNCT gx41mg76z18 19 77 and and CCONJ gx41mg76z18 19 78 develop develop VERB gx41mg76z18 19 79 management management NOUN gx41mg76z18 19 80 and and CCONJ gx41mg76z18 19 81 conservation conservation NOUN gx41mg76z18 19 82 recommendations recommendation NOUN gx41mg76z18 19 83 at at ADP gx41mg76z18 19 84 lake lake PROPN gx41mg76z18 19 85 , , PUNCT gx41mg76z18 19 86 multi multi ADJ gx41mg76z18 19 87 - - ADJ gx41mg76z18 19 88 lake lake ADJ gx41mg76z18 19 89 landscape landscape NOUN gx41mg76z18 19 90 , , PUNCT gx41mg76z18 19 91 and and CCONJ gx41mg76z18 19 92 regional regional ADJ gx41mg76z18 19 93 scales scale NOUN gx41mg76z18 19 94 . . PUNCT