id sid tid token lemma pos cv43nv96d18 1 1 this this DET cv43nv96d18 1 2 dissertation dissertation NOUN cv43nv96d18 1 3 investigates investigate VERB cv43nv96d18 1 4 the the DET cv43nv96d18 1 5 microbial microbial ADJ cv43nv96d18 1 6 deep deep ADJ cv43nv96d18 1 7 biosphere biosphere NOUN cv43nv96d18 1 8 in in ADP cv43nv96d18 1 9 important important ADJ cv43nv96d18 1 10 energy energy NOUN cv43nv96d18 1 11 systems system NOUN cv43nv96d18 1 12 relevant relevant ADJ cv43nv96d18 1 13 to to ADP cv43nv96d18 1 14 long long ADJ cv43nv96d18 1 15 - - PUNCT cv43nv96d18 1 16 term term NOUN cv43nv96d18 1 17 carbon carbon NOUN cv43nv96d18 1 18 storage storage NOUN cv43nv96d18 1 19 and and CCONJ cv43nv96d18 1 20 unconventional unconventional ADJ cv43nv96d18 1 21 natural natural ADJ cv43nv96d18 1 22 gas gas NOUN cv43nv96d18 1 23 reservoirs reservoir NOUN cv43nv96d18 1 24 in in ADP cv43nv96d18 1 25 the the DET cv43nv96d18 1 26 michigan michigan PROPN cv43nv96d18 1 27 and and CCONJ cv43nv96d18 1 28 delaware delaware PROPN cv43nv96d18 1 29 basins basin NOUN cv43nv96d18 1 30 . . PUNCT cv43nv96d18 2 1 microorganisms microorganism NOUN cv43nv96d18 2 2 inhabiting inhabit VERB cv43nv96d18 2 3 the the DET cv43nv96d18 2 4 deep deep ADJ cv43nv96d18 2 5 geologic geologic ADJ cv43nv96d18 2 6 subsurface subsurface NOUN cv43nv96d18 2 7 will will AUX cv43nv96d18 2 8 drive drive VERB cv43nv96d18 2 9 important important ADJ cv43nv96d18 2 10 biogeochemical biogeochemical ADJ cv43nv96d18 2 11 reactions reaction NOUN cv43nv96d18 2 12 with with ADP cv43nv96d18 2 13 significant significant ADJ cv43nv96d18 2 14 implications implication NOUN cv43nv96d18 2 15 for for ADP cv43nv96d18 2 16 carbon carbon NOUN cv43nv96d18 2 17 storage storage NOUN cv43nv96d18 2 18 and and CCONJ cv43nv96d18 2 19 shale shale ADJ cv43nv96d18 2 20 gas gas NOUN cv43nv96d18 2 21 recovery recovery NOUN cv43nv96d18 2 22 . . PUNCT cv43nv96d18 3 1 the the DET cv43nv96d18 3 2 three three NUM cv43nv96d18 3 3 main main ADJ cv43nv96d18 3 4 objectives objective NOUN cv43nv96d18 3 5 of of ADP cv43nv96d18 3 6 this this DET cv43nv96d18 3 7 work work NOUN cv43nv96d18 3 8 were be AUX cv43nv96d18 3 9 to to ADP cv43nv96d18 3 10 ( ( PUNCT cv43nv96d18 3 11 1 1 X cv43nv96d18 3 12 ) ) PUNCT cv43nv96d18 3 13 characterize characterize VERB cv43nv96d18 3 14 the the DET cv43nv96d18 3 15 microbiology microbiology NOUN cv43nv96d18 3 16 and and CCONJ cv43nv96d18 3 17 geochemistry geochemistry NOUN cv43nv96d18 3 18 of of ADP cv43nv96d18 3 19 co2 co2 NOUN cv43nv96d18 3 20 enhanced enhance VERB cv43nv96d18 3 21 oil oil NOUN cv43nv96d18 3 22 recovery recovery NOUN cv43nv96d18 3 23 ( ( PUNCT cv43nv96d18 3 24 co2 co2 NOUN cv43nv96d18 3 25 - - PUNCT cv43nv96d18 3 26 eor eor PROPN cv43nv96d18 3 27 ) ) PUNCT cv43nv96d18 3 28 reservoirs reservoir NOUN cv43nv96d18 3 29 exposed expose VERB cv43nv96d18 3 30 to to ADP cv43nv96d18 3 31 super super ADJ cv43nv96d18 3 32 critical critical ADJ cv43nv96d18 3 33 co2 co2 NOUN cv43nv96d18 3 34 conditions condition NOUN cv43nv96d18 3 35 that that PRON cv43nv96d18 3 36 would would AUX cv43nv96d18 3 37 be be AUX cv43nv96d18 3 38 expected expect VERB cv43nv96d18 3 39 during during ADP cv43nv96d18 3 40 geologic geologic ADJ cv43nv96d18 3 41 carbon carbon NOUN cv43nv96d18 3 42 storage storage NOUN cv43nv96d18 3 43 ( ( PUNCT cv43nv96d18 3 44 gcs gcs PROPN cv43nv96d18 3 45 ) ) PUNCT cv43nv96d18 3 46 , , PUNCT cv43nv96d18 3 47 ( ( PUNCT cv43nv96d18 3 48 2 2 X cv43nv96d18 3 49 ) ) PUNCT cv43nv96d18 3 50 evaluate evaluate VERB cv43nv96d18 3 51 the the DET cv43nv96d18 3 52 biogeochemistry biogeochemistry NOUN cv43nv96d18 3 53 of of ADP cv43nv96d18 3 54 produced produce VERB cv43nv96d18 3 55 water water NOUN cv43nv96d18 3 56 from from ADP cv43nv96d18 3 57 the the DET cv43nv96d18 3 58 antrim antrim PROPN cv43nv96d18 3 59 shale shale PROPN cv43nv96d18 3 60 natural natural ADJ cv43nv96d18 3 61 gas gas NOUN cv43nv96d18 3 62 reservoir reservoir NOUN cv43nv96d18 3 63 including include VERB cv43nv96d18 3 64 microbial microbial ADJ cv43nv96d18 3 65 abundance abundance NOUN cv43nv96d18 3 66 and and CCONJ cv43nv96d18 3 67 taxa taxa NOUN cv43nv96d18 3 68 relevant relevant ADJ cv43nv96d18 3 69 to to ADP cv43nv96d18 3 70 hydraulic hydraulic ADJ cv43nv96d18 3 71 fracturing fracturing NOUN cv43nv96d18 3 72 operations operation NOUN cv43nv96d18 3 73 and and CCONJ cv43nv96d18 3 74 key key ADJ cv43nv96d18 3 75 geochemical geochemical ADJ cv43nv96d18 3 76 drivers driver NOUN cv43nv96d18 3 77 of of ADP cv43nv96d18 3 78 the the DET cv43nv96d18 3 79 microbial microbial ADJ cv43nv96d18 3 80 community community NOUN cv43nv96d18 3 81 , , PUNCT cv43nv96d18 3 82 ( ( PUNCT cv43nv96d18 3 83 3 3 X cv43nv96d18 3 84 ) ) PUNCT cv43nv96d18 3 85 perform perform VERB cv43nv96d18 3 86 a a DET cv43nv96d18 3 87 metagenomic metagenomic ADJ cv43nv96d18 3 88 analysis analysis NOUN cv43nv96d18 3 89 of of ADP cv43nv96d18 3 90 produced produce VERB cv43nv96d18 3 91 water water NOUN cv43nv96d18 3 92 collected collect VERB cv43nv96d18 3 93 from from ADP cv43nv96d18 3 94 a a DET cv43nv96d18 3 95 hydraulic hydraulic ADJ cv43nv96d18 3 96 fracturing fracturing NOUN cv43nv96d18 3 97 well well ADV cv43nv96d18 3 98 in in ADP cv43nv96d18 3 99 the the DET cv43nv96d18 3 100 prolific prolific ADJ cv43nv96d18 3 101 wolfcamp wolfcamp NOUN cv43nv96d18 3 102 formation formation NOUN cv43nv96d18 3 103 to to PART cv43nv96d18 3 104 investigate investigate VERB cv43nv96d18 3 105 the the DET cv43nv96d18 3 106 metabolic metabolic ADJ cv43nv96d18 3 107 potential potential NOUN cv43nv96d18 3 108 of of ADP cv43nv96d18 3 109 the the DET cv43nv96d18 3 110 predominate predominate ADJ cv43nv96d18 3 111 microorganisms microorganism NOUN cv43nv96d18 3 112 during during ADP cv43nv96d18 3 113 the the DET cv43nv96d18 3 114 initial initial ADJ cv43nv96d18 3 115 stages stage NOUN cv43nv96d18 3 116 of of ADP cv43nv96d18 3 117 hydrocarbon hydrocarbon NOUN cv43nv96d18 3 118 production production NOUN cv43nv96d18 3 119 . . PUNCT cv43nv96d18 4 1 for for ADP cv43nv96d18 4 2 my my PRON cv43nv96d18 4 3 first first ADJ cv43nv96d18 4 4 objective objective NOUN cv43nv96d18 4 5 i i PRON cv43nv96d18 4 6 characterized characterize VERB cv43nv96d18 4 7 produced produce VERB cv43nv96d18 4 8 water water NOUN cv43nv96d18 4 9 collected collect VERB cv43nv96d18 4 10 from from ADP cv43nv96d18 4 11 co2 co2 PROPN cv43nv96d18 4 12 - - PUNCT cv43nv96d18 4 13 eor eor PROPN cv43nv96d18 4 14 well well NOUN cv43nv96d18 4 15 separators separator NOUN cv43nv96d18 4 16 in in ADP cv43nv96d18 4 17 the the DET cv43nv96d18 4 18 oil oil NOUN cv43nv96d18 4 19 - - PUNCT cv43nv96d18 4 20 producing produce VERB cv43nv96d18 4 21 niagaran niagaran PROPN cv43nv96d18 4 22 pinnacle pinnacle PROPN cv43nv96d18 4 23 reef reef PROPN cv43nv96d18 4 24 , , PUNCT cv43nv96d18 4 25 a a DET cv43nv96d18 4 26 proposed propose VERB cv43nv96d18 4 27 target target NOUN cv43nv96d18 4 28 for for ADP cv43nv96d18 4 29 future future PROPN cv43nv96d18 4 30 gcs gcs PROPN cv43nv96d18 4 31 . . PUNCT cv43nv96d18 5 1 i i PRON cv43nv96d18 5 2 found find VERB cv43nv96d18 5 3 wells well NOUN cv43nv96d18 5 4 were be AUX cv43nv96d18 5 5 characterized characterize VERB cv43nv96d18 5 6 by by ADP cv43nv96d18 5 7 high high ADJ cv43nv96d18 5 8 salinity salinity NOUN cv43nv96d18 5 9 and and CCONJ cv43nv96d18 5 10 total total ADJ cv43nv96d18 5 11 dissolved dissolve VERB cv43nv96d18 5 12 solids solid NOUN cv43nv96d18 5 13 ( ( PUNCT cv43nv96d18 5 14 tds tds NUM cv43nv96d18 5 15 ) ) PUNCT cv43nv96d18 5 16 contributing contribute VERB cv43nv96d18 5 17 to to ADP cv43nv96d18 5 18 the the DET cv43nv96d18 5 19 overall overall ADJ cv43nv96d18 5 20 low low ADJ cv43nv96d18 5 21 microbial microbial ADJ cv43nv96d18 5 22 abundance abundance NOUN cv43nv96d18 5 23 observed observe VERB cv43nv96d18 5 24 . . PUNCT cv43nv96d18 6 1 there there PRON cv43nv96d18 6 2 was be VERB cv43nv96d18 6 3 little little ADJ cv43nv96d18 6 4 well well ADV cv43nv96d18 6 5 - - PUNCT cv43nv96d18 6 6 to to ADP cv43nv96d18 6 7 - - PUNCT cv43nv96d18 6 8 well well NOUN cv43nv96d18 6 9 communication communication NOUN cv43nv96d18 6 10 , , PUNCT cv43nv96d18 6 11 suggesting suggest VERB cv43nv96d18 6 12 low low ADJ cv43nv96d18 6 13 permeability permeability NOUN cv43nv96d18 6 14 reservoirs reservoir NOUN cv43nv96d18 6 15 with with ADP cv43nv96d18 6 16 reduced reduce VERB cv43nv96d18 6 17 flow flow NOUN cv43nv96d18 6 18 and and CCONJ cv43nv96d18 6 19 fluid fluid ADJ cv43nv96d18 6 20 migration migration NOUN cv43nv96d18 6 21 that that PRON cv43nv96d18 6 22 allowed allow VERB cv43nv96d18 6 23 the the DET cv43nv96d18 6 24 subsurface subsurface NOUN cv43nv96d18 6 25 microbiomes microbiome NOUN cv43nv96d18 6 26 to to PART cv43nv96d18 6 27 evolve evolve VERB cv43nv96d18 6 28 independently independently ADV cv43nv96d18 6 29 of of ADP cv43nv96d18 6 30 one one NOUN cv43nv96d18 6 31 another another DET cv43nv96d18 6 32 and and CCONJ cv43nv96d18 6 33 suggests suggest VERB cv43nv96d18 6 34 the the DET cv43nv96d18 6 35 need need NOUN cv43nv96d18 6 36 for for ADP cv43nv96d18 6 37 site site NOUN cv43nv96d18 6 38 - - PUNCT cv43nv96d18 6 39 specific specific ADJ cv43nv96d18 6 40 examination examination NOUN cv43nv96d18 6 41 of of ADP cv43nv96d18 6 42 potential potential ADJ cv43nv96d18 6 43 carbon carbon NOUN cv43nv96d18 6 44 storage storage NOUN cv43nv96d18 6 45 units unit NOUN cv43nv96d18 6 46 . . PUNCT cv43nv96d18 7 1 our our PRON cv43nv96d18 7 2 microbial microbial ADJ cv43nv96d18 7 3 community community NOUN cv43nv96d18 7 4 analysis analysis NOUN cv43nv96d18 7 5 revealed reveal VERB cv43nv96d18 7 6 important important ADJ cv43nv96d18 7 7 microbial microbial ADJ cv43nv96d18 7 8 taxa taxa NOUN cv43nv96d18 7 9 with with ADP cv43nv96d18 7 10 putative putative ADJ cv43nv96d18 7 11 functions function NOUN cv43nv96d18 7 12 including include VERB cv43nv96d18 7 13 sulfide sulfide NOUN cv43nv96d18 7 14 and and CCONJ cv43nv96d18 7 15 acid acid NOUN cv43nv96d18 7 16 production production NOUN cv43nv96d18 7 17 , , PUNCT cv43nv96d18 7 18 and and CCONJ cv43nv96d18 7 19 biofilm biofilm NOUN cv43nv96d18 7 20 formation formation NOUN cv43nv96d18 7 21 that that PRON cv43nv96d18 7 22 could could AUX cv43nv96d18 7 23 affect affect VERB cv43nv96d18 7 24 reservoir reservoir NOUN cv43nv96d18 7 25 quality quality NOUN cv43nv96d18 7 26 and and CCONJ cv43nv96d18 7 27 the the DET cv43nv96d18 7 28 long long ADJ cv43nv96d18 7 29 - - PUNCT cv43nv96d18 7 30 term term NOUN cv43nv96d18 7 31 storage storage NOUN cv43nv96d18 7 32 of of ADP cv43nv96d18 7 33 co2 co2 NOUN cv43nv96d18 7 34 in in ADP cv43nv96d18 7 35 this this DET cv43nv96d18 7 36 system system NOUN cv43nv96d18 7 37 . . PUNCT cv43nv96d18 8 1 for for ADP cv43nv96d18 8 2 the the DET cv43nv96d18 8 3 second second ADJ cv43nv96d18 8 4 objective objective NOUN cv43nv96d18 8 5 i i PRON cv43nv96d18 8 6 analyzed analyze VERB cv43nv96d18 8 7 produced produce VERB cv43nv96d18 8 8 water water NOUN cv43nv96d18 8 9 collected collect VERB cv43nv96d18 8 10 from from ADP cv43nv96d18 8 11 well well ADJ cv43nv96d18 8 12 heads head NOUN cv43nv96d18 8 13 of of ADP cv43nv96d18 8 14 the the DET cv43nv96d18 8 15 shallow shallow ADJ cv43nv96d18 8 16 , , PUNCT cv43nv96d18 8 17 vertical vertical ADJ cv43nv96d18 8 18 drilled drill VERB cv43nv96d18 8 19 , , PUNCT cv43nv96d18 8 20 hydraulically hydraulically ADV cv43nv96d18 8 21 fractured fractured ADJ cv43nv96d18 8 22 antrim antrim PROPN cv43nv96d18 8 23 shale shale NOUN cv43nv96d18 8 24 for for ADP cv43nv96d18 8 25 biogeochemical biogeochemical ADJ cv43nv96d18 8 26 characterization characterization NOUN cv43nv96d18 8 27 . . PUNCT cv43nv96d18 9 1 statistical statistical ADJ cv43nv96d18 9 2 analysis analysis NOUN cv43nv96d18 9 3 showed show VERB cv43nv96d18 9 4 that that SCONJ cv43nv96d18 9 5 tds tds PROPN cv43nv96d18 9 6 and and CCONJ cv43nv96d18 9 7 salts salt NOUN cv43nv96d18 9 8 were be AUX cv43nv96d18 9 9 significantly significantly ADV cv43nv96d18 9 10 correlated correlate VERB cv43nv96d18 9 11 with with ADP cv43nv96d18 9 12 the the DET cv43nv96d18 9 13 observed observed ADJ cv43nv96d18 9 14 community community NOUN cv43nv96d18 9 15 and and CCONJ cv43nv96d18 9 16 potential potential ADJ cv43nv96d18 9 17 drivers driver NOUN cv43nv96d18 9 18 of of ADP cv43nv96d18 9 19 the the DET cv43nv96d18 9 20 subsurface subsurface NOUN cv43nv96d18 9 21 microbiome microbiome NOUN cv43nv96d18 9 22 in in ADP cv43nv96d18 9 23 this this DET cv43nv96d18 9 24 region region NOUN cv43nv96d18 9 25 . . PUNCT cv43nv96d18 10 1 i i PRON cv43nv96d18 10 2 observed observe VERB cv43nv96d18 10 3 a a DET cv43nv96d18 10 4 trend trend NOUN cv43nv96d18 10 5 of of ADP cv43nv96d18 10 6 rising rise VERB cv43nv96d18 10 7 salinity salinity NOUN cv43nv96d18 10 8 concentrations concentration NOUN cv43nv96d18 10 9 of of ADP cv43nv96d18 10 10 produced produce VERB cv43nv96d18 10 11 water water NOUN cv43nv96d18 10 12 with with ADP cv43nv96d18 10 13 increasing increase VERB cv43nv96d18 10 14 proximity proximity NOUN cv43nv96d18 10 15 of of ADP cv43nv96d18 10 16 the the DET cv43nv96d18 10 17 well well NOUN cv43nv96d18 10 18 to to ADP cv43nv96d18 10 19 the the DET cv43nv96d18 10 20 basin basin NOUN cv43nv96d18 10 21 center center NOUN cv43nv96d18 10 22 . . PUNCT cv43nv96d18 11 1 16s 16 NOUN cv43nv96d18 11 2 rrna rrna PROPN cv43nv96d18 11 3 sequencing sequencing NOUN cv43nv96d18 11 4 revealed reveal VERB cv43nv96d18 11 5 that that SCONJ cv43nv96d18 11 6 wells well NOUN cv43nv96d18 11 7 were be AUX cv43nv96d18 11 8 characterized characterize VERB cv43nv96d18 11 9 by by ADP cv43nv96d18 11 10 relatively relatively ADV cv43nv96d18 11 11 low low ADJ cv43nv96d18 11 12 abundance abundance NOUN cv43nv96d18 11 13 with with ADP cv43nv96d18 11 14 high high ADJ cv43nv96d18 11 15 variability variability NOUN cv43nv96d18 11 16 in in ADP cv43nv96d18 11 17 microbial microbial ADJ cv43nv96d18 11 18 taxa taxa NOUN cv43nv96d18 11 19 amongst amongst ADP cv43nv96d18 11 20 geospatially geospatially ADV cv43nv96d18 11 21 close close ADJ cv43nv96d18 11 22 well well ADV cv43nv96d18 11 23 . . PUNCT cv43nv96d18 12 1 putative putative ADJ cv43nv96d18 12 2 functional functional ADJ cv43nv96d18 12 3 capabilities capability NOUN cv43nv96d18 12 4 of of ADP cv43nv96d18 12 5 the the DET cv43nv96d18 12 6 identified identify VERB cv43nv96d18 12 7 taxa taxa NOUN cv43nv96d18 12 8 included include VERB cv43nv96d18 12 9 sulfur sulfur NOUN cv43nv96d18 12 10 reduction reduction NOUN cv43nv96d18 12 11 and and CCONJ cv43nv96d18 12 12 fermentation fermentation NOUN cv43nv96d18 12 13 that that PRON cv43nv96d18 12 14 could could AUX cv43nv96d18 12 15 have have VERB cv43nv96d18 12 16 important important ADJ cv43nv96d18 12 17 implications implication NOUN cv43nv96d18 12 18 for for ADP cv43nv96d18 12 19 hydraulic hydraulic ADJ cv43nv96d18 12 20 fracturing fracturing NOUN cv43nv96d18 12 21 operations operation NOUN cv43nv96d18 12 22 . . PUNCT cv43nv96d18 13 1 overall overall ADV cv43nv96d18 13 2 , , PUNCT cv43nv96d18 13 3 these these DET cv43nv96d18 13 4 results result NOUN cv43nv96d18 13 5 suggest suggest VERB cv43nv96d18 13 6 that that SCONJ cv43nv96d18 13 7 differing differ VERB cv43nv96d18 13 8 geochemical geochemical ADJ cv43nv96d18 13 9 conditions condition NOUN cv43nv96d18 13 10 between between ADP cv43nv96d18 13 11 antrim antrim PROPN cv43nv96d18 13 12 wells wells PROPN cv43nv96d18 13 13 fosters foster VERB cv43nv96d18 13 14 unique unique ADJ cv43nv96d18 13 15 environmental environmental ADJ cv43nv96d18 13 16 niches niche NOUN cv43nv96d18 13 17 that that PRON cv43nv96d18 13 18 drive drive VERB cv43nv96d18 13 19 the the DET cv43nv96d18 13 20 heterogeneous heterogeneous ADJ cv43nv96d18 13 21 microbial microbial ADJ cv43nv96d18 13 22 community community NOUN cv43nv96d18 13 23 composition composition NOUN cv43nv96d18 13 24 observed observe VERB cv43nv96d18 13 25 from from ADP cv43nv96d18 13 26 well well ADV cv43nv96d18 13 27 to to PART cv43nv96d18 14 1 well well INTJ cv43nv96d18 15 1 and and CCONJ cv43nv96d18 15 2 that that SCONJ cv43nv96d18 15 3 there there PRON cv43nv96d18 15 4 is be VERB cv43nv96d18 15 5 an an DET cv43nv96d18 15 6 important important ADJ cv43nv96d18 15 7 relationship relationship NOUN cv43nv96d18 15 8 between between ADP cv43nv96d18 15 9 well well INTJ cv43nv96d18 15 10 location location NOUN cv43nv96d18 15 11 and and CCONJ cv43nv96d18 15 12 geochemistry geochemistry NOUN cv43nv96d18 15 13 and and CCONJ cv43nv96d18 15 14 the the DET cv43nv96d18 15 15 microbial microbial ADJ cv43nv96d18 15 16 community community NOUN cv43nv96d18 15 17 that that PRON cv43nv96d18 15 18 persists persist VERB cv43nv96d18 15 19 in in ADP cv43nv96d18 15 20 these these DET cv43nv96d18 15 21 gas gas NOUN cv43nv96d18 15 22 reservoirs reservoir NOUN cv43nv96d18 15 23 . . PUNCT cv43nv96d18 16 1 for for ADP cv43nv96d18 16 2 my my PRON cv43nv96d18 16 3 third third ADJ cv43nv96d18 16 4 objective objective NOUN cv43nv96d18 16 5 i i PRON cv43nv96d18 16 6 analyzed analyze VERB cv43nv96d18 16 7 production production NOUN cv43nv96d18 16 8 fluid fluid ADJ cv43nv96d18 16 9 samples sample NOUN cv43nv96d18 16 10 collected collect VERB cv43nv96d18 16 11 during during ADP cv43nv96d18 16 12 the the DET cv43nv96d18 16 13 early early ADJ cv43nv96d18 16 14 phase phase NOUN cv43nv96d18 16 15 of of ADP cv43nv96d18 16 16 production production NOUN cv43nv96d18 16 17 of of ADP cv43nv96d18 16 18 the the DET cv43nv96d18 16 19 hydraulic hydraulic ADJ cv43nv96d18 16 20 fracturing fracturing ADJ cv43nv96d18 16 21 test test NOUN cv43nv96d18 16 22 site site NOUN cv43nv96d18 16 23 2 2 NUM cv43nv96d18 16 24 ( ( PUNCT cv43nv96d18 16 25 hfts hft NOUN cv43nv96d18 16 26 2 2 NUM cv43nv96d18 16 27 ) ) PUNCT cv43nv96d18 16 28 in in ADP cv43nv96d18 16 29 the the DET cv43nv96d18 16 30 prolific prolific ADJ cv43nv96d18 16 31 , , PUNCT cv43nv96d18 16 32 shale shale ADJ cv43nv96d18 16 33 gas gas NOUN cv43nv96d18 16 34 - - PUNCT cv43nv96d18 16 35 bearing bear VERB cv43nv96d18 16 36 wolfcamp wolfcamp NOUN cv43nv96d18 16 37 formation formation NOUN cv43nv96d18 16 38 , , PUNCT cv43nv96d18 16 39 in in ADP cv43nv96d18 16 40 the the DET cv43nv96d18 16 41 permian permian PROPN cv43nv96d18 16 42 delaware delaware PROPN cv43nv96d18 16 43 basin basin PROPN cv43nv96d18 16 44 . . PUNCT cv43nv96d18 17 1 prior prior ADJ cv43nv96d18 17 2 analysis analysis NOUN cv43nv96d18 17 3 of of ADP cv43nv96d18 17 4 16s 16 NOUN cv43nv96d18 17 5 rrna rrna PROPN cv43nv96d18 17 6 data datum NOUN cv43nv96d18 17 7 through through ADP cv43nv96d18 17 8 the the DET cv43nv96d18 17 9 first first ADJ cv43nv96d18 17 10 35 35 NUM cv43nv96d18 17 11 days day NOUN cv43nv96d18 17 12 of of ADP cv43nv96d18 17 13 production production NOUN cv43nv96d18 17 14 revealed reveal VERB cv43nv96d18 17 15 a a DET cv43nv96d18 17 16 strong strong ADJ cv43nv96d18 17 17 selection selection NOUN cv43nv96d18 17 18 for for ADP cv43nv96d18 17 19 a a DET cv43nv96d18 17 20 clostridia clostridium NOUN cv43nv96d18 17 21 species specie NOUN cv43nv96d18 17 22 corresponding correspond VERB cv43nv96d18 17 23 to to ADP cv43nv96d18 17 24 a a DET cv43nv96d18 17 25 significant significant ADJ cv43nv96d18 17 26 decrease decrease NOUN cv43nv96d18 17 27 in in ADP cv43nv96d18 17 28 microbial microbial ADJ cv43nv96d18 17 29 diversity diversity NOUN cv43nv96d18 17 30 . . PUNCT cv43nv96d18 18 1 i i PRON cv43nv96d18 18 2 performed perform VERB cv43nv96d18 18 3 a a DET cv43nv96d18 18 4 metagenomic metagenomic ADJ cv43nv96d18 18 5 analysis analysis NOUN cv43nv96d18 18 6 of of ADP cv43nv96d18 18 7 produced produce VERB cv43nv96d18 18 8 water water NOUN cv43nv96d18 18 9 sampled sample VERB cv43nv96d18 18 10 on on ADP cv43nv96d18 18 11 day day NOUN cv43nv96d18 18 12 33 33 NUM cv43nv96d18 18 13 of of ADP cv43nv96d18 18 14 production production NOUN cv43nv96d18 18 15 to to PART cv43nv96d18 18 16 further far ADV cv43nv96d18 18 17 investigate investigate VERB cv43nv96d18 18 18 the the DET cv43nv96d18 18 19 functional functional ADJ cv43nv96d18 18 20 capacity capacity NOUN cv43nv96d18 18 21 of of ADP cv43nv96d18 18 22 the the DET cv43nv96d18 18 23 produced produce VERB cv43nv96d18 18 24 fluid fluid NOUN cv43nv96d18 18 25 and and CCONJ cv43nv96d18 18 26 generated generate VERB cv43nv96d18 18 27 three three NUM cv43nv96d18 18 28 high high ADJ cv43nv96d18 18 29 - - PUNCT cv43nv96d18 18 30 quality quality NOUN cv43nv96d18 18 31 metagenome metagenome NOUN cv43nv96d18 18 32 - - PUNCT cv43nv96d18 18 33 assembled assemble VERB cv43nv96d18 18 34 - - PUNCT cv43nv96d18 18 35 genomes genome NOUN cv43nv96d18 18 36 ( ( PUNCT cv43nv96d18 18 37 mags mag NOUN cv43nv96d18 18 38 ) ) PUNCT cv43nv96d18 18 39 . . PUNCT cv43nv96d18 19 1 draft draft NOUN cv43nv96d18 19 2 genome genome NOUN cv43nv96d18 19 3 annotation annotation NOUN cv43nv96d18 19 4 revealed reveal VERB cv43nv96d18 19 5 the the DET cv43nv96d18 19 6 presence presence NOUN cv43nv96d18 19 7 of of ADP cv43nv96d18 19 8 genes gene NOUN cv43nv96d18 19 9 encoding encode VERB cv43nv96d18 19 10 for for ADP cv43nv96d18 19 11 metabolic metabolic NOUN cv43nv96d18 19 12 processes process NOUN cv43nv96d18 19 13 including include VERB cv43nv96d18 19 14 thiosulfate thiosulfate ADJ cv43nv96d18 19 15 reduction reduction NOUN cv43nv96d18 19 16 , , PUNCT cv43nv96d18 19 17 mixed mixed ADJ cv43nv96d18 19 18 acid acid NOUN cv43nv96d18 19 19 fermentation fermentation NOUN cv43nv96d18 19 20 , , PUNCT cv43nv96d18 19 21 and and CCONJ cv43nv96d18 19 22 biofilm biofilm NOUN cv43nv96d18 19 23 formation formation NOUN cv43nv96d18 19 24 suggesting suggest VERB cv43nv96d18 19 25 the the DET cv43nv96d18 19 26 potential potential NOUN cv43nv96d18 19 27 of of ADP cv43nv96d18 19 28 this this DET cv43nv96d18 19 29 community community NOUN cv43nv96d18 19 30 to to PART cv43nv96d18 19 31 contribute contribute VERB cv43nv96d18 19 32 to to ADP cv43nv96d18 19 33 well well INTJ cv43nv96d18 19 34 souring souring NOUN cv43nv96d18 19 35 , , PUNCT cv43nv96d18 19 36 biocorrosion biocorrosion NOUN cv43nv96d18 19 37 , , PUNCT cv43nv96d18 19 38 and and CCONJ cv43nv96d18 19 39 biofouling biofoule VERB cv43nv96d18 19 40 in in ADP cv43nv96d18 19 41 the the DET cv43nv96d18 19 42 reservoir reservoir NOUN cv43nv96d18 19 43 . . PUNCT cv43nv96d18 20 1 this this DET cv43nv96d18 20 2 dissertation dissertation NOUN cv43nv96d18 20 3 work work NOUN cv43nv96d18 20 4 sheds shed VERB cv43nv96d18 20 5 light light NOUN cv43nv96d18 20 6 on on ADP cv43nv96d18 20 7 microbial microbial ADJ cv43nv96d18 20 8 community community NOUN cv43nv96d18 20 9 composition composition NOUN cv43nv96d18 20 10 in in ADP cv43nv96d18 20 11 a a DET cv43nv96d18 20 12 potential potential ADJ cv43nv96d18 20 13 carbon carbon NOUN cv43nv96d18 20 14 storage storage NOUN cv43nv96d18 20 15 reservoir reservoir NOUN cv43nv96d18 20 16 to to PART cv43nv96d18 20 17 understand understand VERB cv43nv96d18 20 18 how how SCONJ cv43nv96d18 20 19 co2 co2 NOUN cv43nv96d18 20 20 - - PUNCT cv43nv96d18 20 21 impacted impact VERB cv43nv96d18 20 22 microbial microbial ADJ cv43nv96d18 20 23 communities community NOUN cv43nv96d18 20 24 may may AUX cv43nv96d18 20 25 influence influence VERB cv43nv96d18 20 26 the the DET cv43nv96d18 20 27 fate fate NOUN cv43nv96d18 20 28 and and CCONJ cv43nv96d18 20 29 permeance permeance NOUN cv43nv96d18 20 30 of of ADP cv43nv96d18 20 31 stored store VERB cv43nv96d18 20 32 co2 co2 NOUN cv43nv96d18 20 33 . . PUNCT cv43nv96d18 21 1 this this DET cv43nv96d18 21 2 research research NOUN cv43nv96d18 21 3 also also ADV cv43nv96d18 21 4 expands expand VERB cv43nv96d18 21 5 the the DET cv43nv96d18 21 6 current current ADJ cv43nv96d18 21 7 knowledge knowledge NOUN cv43nv96d18 21 8 of of ADP cv43nv96d18 21 9 shale shale ADJ cv43nv96d18 21 10 microbiology microbiology NOUN cv43nv96d18 21 11 of of ADP cv43nv96d18 21 12 produced produce VERB cv43nv96d18 21 13 water water NOUN cv43nv96d18 21 14 in in ADP cv43nv96d18 21 15 a a DET cv43nv96d18 21 16 shallow shallow ADJ cv43nv96d18 21 17 shale shale PROPN cv43nv96d18 21 18 reservoir reservoir NOUN cv43nv96d18 21 19 and and CCONJ cv43nv96d18 21 20 during during ADP cv43nv96d18 21 21 early early ADJ cv43nv96d18 21 22 phase phase NOUN cv43nv96d18 21 23 production production NOUN cv43nv96d18 21 24 in in ADP cv43nv96d18 21 25 two two NUM cv43nv96d18 21 26 natural natural ADJ cv43nv96d18 21 27 gas gas NOUN cv43nv96d18 21 28 recovery recovery NOUN cv43nv96d18 21 29 regions region NOUN cv43nv96d18 21 30 . . PUNCT cv43nv96d18 22 1 ultimately ultimately ADV cv43nv96d18 22 2 , , PUNCT cv43nv96d18 22 3 this this DET cv43nv96d18 22 4 study study NOUN cv43nv96d18 22 5 aims aim VERB cv43nv96d18 22 6 to to PART cv43nv96d18 22 7 characterize characterize VERB cv43nv96d18 22 8 the the DET cv43nv96d18 22 9 deep deep ADJ cv43nv96d18 22 10 microbial microbial ADJ cv43nv96d18 22 11 biosphere biosphere NOUN cv43nv96d18 22 12 of of ADP cv43nv96d18 22 13 three three NUM cv43nv96d18 22 14 hydrocarbon hydrocarbon NOUN cv43nv96d18 22 15 recovery recovery NOUN cv43nv96d18 22 16 systems system NOUN cv43nv96d18 22 17 in in ADP cv43nv96d18 22 18 the the DET cv43nv96d18 22 19 michigan michigan PROPN cv43nv96d18 22 20 and and CCONJ cv43nv96d18 22 21 delaware delaware PROPN cv43nv96d18 22 22 basins basin NOUN cv43nv96d18 22 23 with with ADP cv43nv96d18 22 24 important important ADJ cv43nv96d18 22 25 implications implication NOUN cv43nv96d18 22 26 for for ADP cv43nv96d18 22 27 energy energy NOUN cv43nv96d18 22 28 extraction extraction NOUN cv43nv96d18 22 29 and and CCONJ cv43nv96d18 22 30 climate climate NOUN cv43nv96d18 22 31 change change NOUN cv43nv96d18 22 32 mitigation mitigation NOUN cv43nv96d18 22 33 . . PUNCT