id sid tid token lemma pos jq085h7733n 1 1 historically historically ADV jq085h7733n 1 2 , , PUNCT jq085h7733n 1 3 hydrology hydrology NOUN jq085h7733n 1 4 was be AUX jq085h7733n 1 5 born bear VERB jq085h7733n 1 6 out out ADP jq085h7733n 1 7 of of ADP jq085h7733n 1 8 the the DET jq085h7733n 1 9 necessity necessity NOUN jq085h7733n 1 10 to to PART jq085h7733n 1 11 inform inform VERB jq085h7733n 1 12 engineering engineering NOUN jq085h7733n 1 13 ( ( PUNCT jq085h7733n 1 14 e.g. e.g. X jq085h7733n 1 15 , , PUNCT jq085h7733n 1 16 river river NOUN jq085h7733n 1 17 engineering engineering NOUN jq085h7733n 1 18 , , PUNCT jq085h7733n 1 19 water water NOUN jq085h7733n 1 20 supply supply NOUN jq085h7733n 1 21 and and CCONJ jq085h7733n 1 22 urban urban ADJ jq085h7733n 1 23 drainage drainage NOUN jq085h7733n 1 24 ) ) PUNCT jq085h7733n 1 25 . . PUNCT jq085h7733n 2 1 it it PRON jq085h7733n 2 2 developed develop VERB jq085h7733n 2 3 further far ADV jq085h7733n 2 4 as as SCONJ jq085h7733n 2 5 people people NOUN jq085h7733n 2 6 noticed notice VERB jq085h7733n 2 7 that that SCONJ jq085h7733n 2 8 water water NOUN jq085h7733n 2 9 is be AUX jq085h7733n 2 10 at at ADP jq085h7733n 2 11 the the DET jq085h7733n 2 12 intersection intersection NOUN jq085h7733n 2 13 of of ADP jq085h7733n 2 14 many many ADJ jq085h7733n 2 15 systems system NOUN jq085h7733n 2 16 on on ADP jq085h7733n 2 17 the the DET jq085h7733n 2 18 planet planet NOUN jq085h7733n 2 19 . . PUNCT jq085h7733n 3 1 proper proper ADJ jq085h7733n 3 2 attribution attribution NOUN jq085h7733n 3 3 of of ADP jq085h7733n 3 4 hydrologic hydrologic ADJ jq085h7733n 3 5 change change NOUN jq085h7733n 3 6 requires require VERB jq085h7733n 3 7 sufficient sufficient ADJ jq085h7733n 3 8 data datum NOUN jq085h7733n 3 9 , , PUNCT jq085h7733n 3 10 understanding understanding NOUN jq085h7733n 3 11 of of ADP jq085h7733n 3 12 landscape landscape NOUN jq085h7733n 3 13 processes process NOUN jq085h7733n 3 14 , , PUNCT jq085h7733n 3 15 and and CCONJ jq085h7733n 3 16 often often ADV jq085h7733n 3 17 the the DET jq085h7733n 3 18 construction construction NOUN jq085h7733n 3 19 of of ADP jq085h7733n 3 20 models model NOUN jq085h7733n 3 21 at at ADP jq085h7733n 3 22 a a DET jq085h7733n 3 23 range range NOUN jq085h7733n 3 24 of of ADP jq085h7733n 3 25 scales scale NOUN jq085h7733n 3 26 . . PUNCT jq085h7733n 4 1 the the DET jq085h7733n 4 2 world world NOUN jq085h7733n 4 3 is be AUX jq085h7733n 4 4 rapidly rapidly ADV jq085h7733n 4 5 changing change VERB jq085h7733n 4 6 due due ADP jq085h7733n 4 7 to to ADP jq085h7733n 4 8 climate climate NOUN jq085h7733n 4 9 and and CCONJ jq085h7733n 4 10 anthropogenic anthropogenic ADJ jq085h7733n 4 11 drivers driver NOUN jq085h7733n 4 12 that that PRON jq085h7733n 4 13 present present VERB jq085h7733n 4 14 new new ADJ jq085h7733n 4 15 issues issue NOUN jq085h7733n 4 16 that that PRON jq085h7733n 4 17 need need VERB jq085h7733n 4 18 to to PART jq085h7733n 4 19 be be AUX jq085h7733n 4 20 addressed address VERB jq085h7733n 4 21 . . PUNCT jq085h7733n 5 1 in in ADP jq085h7733n 5 2 that that DET jq085h7733n 5 3 context context NOUN jq085h7733n 5 4 , , PUNCT jq085h7733n 5 5 modern modern ADJ jq085h7733n 5 6 hydrology hydrology NOUN jq085h7733n 5 7 faces face VERB jq085h7733n 5 8 a a DET jq085h7733n 5 9 range range NOUN jq085h7733n 5 10 of of ADP jq085h7733n 5 11 fundamental fundamental ADJ jq085h7733n 5 12 and and CCONJ jq085h7733n 5 13 well well ADV jq085h7733n 5 14 - - PUNCT jq085h7733n 5 15 established establish VERB jq085h7733n 5 16 challenges challenge NOUN jq085h7733n 5 17 , , PUNCT jq085h7733n 5 18 three three NUM jq085h7733n 5 19 of of ADP jq085h7733n 5 20 which which PRON jq085h7733n 5 21 are be AUX jq085h7733n 5 22 addressed address VERB jq085h7733n 5 23 in in ADP jq085h7733n 5 24 this this DET jq085h7733n 5 25 dissertation dissertation NOUN jq085h7733n 5 26 : : PUNCT jq085h7733n 5 27 ( ( PUNCT jq085h7733n 5 28 i i NOUN jq085h7733n 5 29 ) ) PUNCT jq085h7733n 5 30 data datum NOUN jq085h7733n 5 31 scarcity scarcity NOUN jq085h7733n 5 32 , , PUNCT jq085h7733n 5 33 with with ADP jq085h7733n 5 34 only only ADV jq085h7733n 5 35 a a DET jq085h7733n 5 36 few few ADJ jq085h7733n 5 37 hydrological hydrological ADJ jq085h7733n 5 38 systems system NOUN jq085h7733n 5 39 having have VERB jq085h7733n 5 40 in in ADP jq085h7733n 5 41 situ situ ADJ jq085h7733n 5 42 data datum NOUN jq085h7733n 5 43 globally globally ADV jq085h7733n 5 44 , , PUNCT jq085h7733n 5 45 ( ( PUNCT jq085h7733n 5 46 ii ii PROPN jq085h7733n 5 47 ) ) PUNCT jq085h7733n 5 48 heterogeneity heterogeneity NOUN jq085h7733n 5 49 of of ADP jq085h7733n 5 50 hydrologic hydrologic NOUN jq085h7733n 5 51 processes process NOUN jq085h7733n 5 52 and and CCONJ jq085h7733n 5 53 variables variable NOUN jq085h7733n 5 54 and and CCONJ jq085h7733n 5 55 the the DET jq085h7733n 5 56 need need NOUN jq085h7733n 5 57 to to PART jq085h7733n 5 58 provide provide VERB jq085h7733n 5 59 high high ADJ jq085h7733n 5 60 - - PUNCT jq085h7733n 5 61 resolution resolution NOUN jq085h7733n 5 62 hydrologic hydrologic NOUN jq085h7733n 5 63 information information NOUN jq085h7733n 5 64 and and CCONJ jq085h7733n 5 65 data datum NOUN jq085h7733n 5 66 at at ADP jq085h7733n 5 67 local local ADJ jq085h7733n 5 68 scales scale NOUN jq085h7733n 5 69 , , PUNCT jq085h7733n 5 70 while while SCONJ jq085h7733n 5 71 also also ADV jq085h7733n 5 72 generating generate VERB jq085h7733n 5 73 consistent consistent ADJ jq085h7733n 5 74 information information NOUN jq085h7733n 5 75 and and CCONJ jq085h7733n 5 76 data datum NOUN jq085h7733n 5 77 at at ADP jq085h7733n 5 78 landscape landscape NOUN jq085h7733n 5 79 scale scale NOUN jq085h7733n 5 80 , , PUNCT jq085h7733n 5 81 and and CCONJ jq085h7733n 5 82 ( ( PUNCT jq085h7733n 5 83 iii iii X jq085h7733n 5 84 ) ) PUNCT jq085h7733n 5 85 feedback feedback NOUN jq085h7733n 5 86 within within ADP jq085h7733n 5 87 water water NOUN jq085h7733n 5 88 resource resource NOUN jq085h7733n 5 89 systems system NOUN jq085h7733n 5 90 and and CCONJ jq085h7733n 5 91 determining determine VERB jq085h7733n 5 92 cause cause NOUN jq085h7733n 5 93 and and CCONJ jq085h7733n 5 94 effect effect NOUN jq085h7733n 5 95 in in ADP jq085h7733n 5 96 observational observational ADJ jq085h7733n 5 97 data datum NOUN jq085h7733n 5 98 ( ( PUNCT jq085h7733n 5 99 e.g. e.g. X jq085h7733n 5 100 feedback feedback NOUN jq085h7733n 5 101 loops loop NOUN jq085h7733n 5 102 between between ADP jq085h7733n 5 103 human human ADJ jq085h7733n 5 104 and and CCONJ jq085h7733n 5 105 natural natural ADJ jq085h7733n 5 106 systems system NOUN jq085h7733n 5 107 ) ) PUNCT jq085h7733n 5 108 . . PUNCT jq085h7733n 6 1 recently recently ADV jq085h7733n 6 2 , , PUNCT jq085h7733n 6 3 there there PRON jq085h7733n 6 4 have have AUX jq085h7733n 6 5 been be AUX jq085h7733n 6 6 promising promise VERB jq085h7733n 6 7 opportunities opportunity NOUN jq085h7733n 6 8 to to PART jq085h7733n 6 9 address address VERB jq085h7733n 6 10 these these DET jq085h7733n 6 11 challenges challenge NOUN jq085h7733n 6 12 through through ADP jq085h7733n 6 13 combining combine VERB jq085h7733n 6 14 hydrology hydrology NOUN jq085h7733n 6 15 with with ADP jq085h7733n 6 16 complimentary complimentary ADJ jq085h7733n 6 17 ( ( PUNCT jq085h7733n 6 18 similarity similarity NOUN jq085h7733n 6 19 in in ADP jq085h7733n 6 20 the the DET jq085h7733n 6 21 approaches approach NOUN jq085h7733n 6 22 and and CCONJ jq085h7733n 6 23 methods method NOUN jq085h7733n 6 24 ) ) PUNCT jq085h7733n 6 25 disciplines discipline NOUN jq085h7733n 6 26 and and CCONJ jq085h7733n 6 27 is be AUX jq085h7733n 6 28 the the DET jq085h7733n 6 29 focus focus NOUN jq085h7733n 6 30 of of ADP jq085h7733n 6 31 this this DET jq085h7733n 6 32 dissertation.each dissertation.each NOUN jq085h7733n 6 33 chapter chapter NOUN jq085h7733n 6 34 of of ADP jq085h7733n 6 35 this this DET jq085h7733n 6 36 dissertation dissertation NOUN jq085h7733n 6 37 illustrates illustrate VERB jq085h7733n 6 38 the the DET jq085h7733n 6 39 promise promise NOUN jq085h7733n 6 40 of of ADP jq085h7733n 6 41 interdisciplinary interdisciplinary ADJ jq085h7733n 6 42 approaches approach NOUN jq085h7733n 6 43 combining combine VERB jq085h7733n 6 44 hydrology hydrology NOUN jq085h7733n 6 45 with with ADP jq085h7733n 6 46 other other ADJ jq085h7733n 6 47 fields field NOUN jq085h7733n 6 48 of of ADP jq085h7733n 6 49 study study NOUN jq085h7733n 6 50 to to PART jq085h7733n 6 51 address address VERB jq085h7733n 6 52 important important ADJ jq085h7733n 6 53 challenges challenge NOUN jq085h7733n 6 54 in in ADP jq085h7733n 6 55 the the DET jq085h7733n 6 56 hydrologic hydrologic ADJ jq085h7733n 6 57 sciences science NOUN jq085h7733n 6 58 . . PUNCT jq085h7733n 7 1 general general ADJ jq085h7733n 7 2 insight insight NOUN jq085h7733n 7 3 can can AUX jq085h7733n 7 4 be be AUX jq085h7733n 7 5 drawn draw VERB jq085h7733n 7 6 from from ADP jq085h7733n 7 7 each each DET jq085h7733n 7 8 study study NOUN jq085h7733n 7 9 in in ADP jq085h7733n 7 10 this this DET jq085h7733n 7 11 dissertation dissertation NOUN jq085h7733n 7 12 to to PART jq085h7733n 7 13 address address VERB jq085h7733n 7 14 one one NUM jq085h7733n 7 15 or or CCONJ jq085h7733n 7 16 more more ADJ jq085h7733n 7 17 of of ADP jq085h7733n 7 18 the the DET jq085h7733n 7 19 three three NUM jq085h7733n 7 20 fundamental fundamental ADJ jq085h7733n 7 21 challenges challenge NOUN jq085h7733n 7 22 . . PUNCT jq085h7733n 8 1 in in ADP jq085h7733n 8 2 the the DET jq085h7733n 8 3 first first ADJ jq085h7733n 8 4 study study NOUN jq085h7733n 8 5 , , PUNCT jq085h7733n 8 6 i i PRON jq085h7733n 8 7 address address VERB jq085h7733n 8 8 the the DET jq085h7733n 8 9 challenges challenge NOUN jq085h7733n 8 10 of of ADP jq085h7733n 8 11 clouds cloud NOUN jq085h7733n 8 12 and and CCONJ jq085h7733n 8 13 missing miss VERB jq085h7733n 8 14 images image NOUN jq085h7733n 8 15 in in ADP jq085h7733n 8 16 the the DET jq085h7733n 8 17 determining determining NOUN jq085h7733n 8 18 of of ADP jq085h7733n 8 19 water water NOUN jq085h7733n 8 20 extent extent NOUN jq085h7733n 8 21 in in ADP jq085h7733n 8 22 remote remote ADJ jq085h7733n 8 23 sensing sensing NOUN jq085h7733n 8 24 . . PUNCT jq085h7733n 9 1 i i PRON jq085h7733n 9 2 found find VERB jq085h7733n 9 3 that that SCONJ jq085h7733n 9 4 the the DET jq085h7733n 9 5 approach approach NOUN jq085h7733n 9 6 was be AUX jq085h7733n 9 7 robust robust ADJ jq085h7733n 9 8 to to ADP jq085h7733n 9 9 major major ADJ jq085h7733n 9 10 deviations deviation NOUN jq085h7733n 9 11 from from ADP jq085h7733n 9 12 most most ADJ jq085h7733n 9 13 of of ADP jq085h7733n 9 14 its its PRON jq085h7733n 9 15 underlying underlie VERB jq085h7733n 9 16 assumptions assumption NOUN jq085h7733n 9 17 . . PUNCT jq085h7733n 10 1 in in ADP jq085h7733n 10 2 the the DET jq085h7733n 10 3 second second ADJ jq085h7733n 10 4 study study NOUN jq085h7733n 10 5 , , PUNCT jq085h7733n 10 6 i i PRON jq085h7733n 10 7 address address VERB jq085h7733n 10 8 the the DET jq085h7733n 10 9 challenge challenge NOUN jq085h7733n 10 10 of of ADP jq085h7733n 10 11 modelling model VERB jq085h7733n 10 12 wetlandscape wetlandscape NOUN jq085h7733n 10 13 processes process NOUN jq085h7733n 10 14 , , PUNCT jq085h7733n 10 15 both both PRON jq085h7733n 10 16 hydrological hydrological ADJ jq085h7733n 10 17 and and CCONJ jq085h7733n 10 18 ecological ecological ADJ jq085h7733n 10 19 , , PUNCT jq085h7733n 10 20 without without ADP jq085h7733n 10 21 full full ADJ jq085h7733n 10 22 landscape landscape NOUN jq085h7733n 10 23 in in ADP jq085h7733n 10 24 situ situ ADJ jq085h7733n 10 25 data datum NOUN jq085h7733n 10 26 . . PUNCT jq085h7733n 11 1 i i PRON jq085h7733n 11 2 investigate investigate VERB jq085h7733n 11 3 the the DET jq085h7733n 11 4 potential potential NOUN jq085h7733n 11 5 to to PART jq085h7733n 11 6 use use VERB jq085h7733n 11 7 water water NOUN jq085h7733n 11 8 extent extent NOUN jq085h7733n 11 9 information information NOUN jq085h7733n 11 10 from from ADP jq085h7733n 11 11 satellite satellite NOUN jq085h7733n 11 12 imagery imagery NOUN jq085h7733n 11 13 to to PART jq085h7733n 11 14 calibrate calibrate VERB jq085h7733n 11 15 landscape landscape NOUN jq085h7733n 11 16 - - PUNCT jq085h7733n 11 17 scale scale NOUN jq085h7733n 11 18 process process NOUN jq085h7733n 11 19 - - PUNCT jq085h7733n 11 20 based base VERB jq085h7733n 11 21 hydrological hydrological ADJ jq085h7733n 11 22 models model NOUN jq085h7733n 11 23 . . PUNCT jq085h7733n 12 1 compared compare VERB jq085h7733n 12 2 to to ADP jq085h7733n 12 3 in in ADP jq085h7733n 12 4 situ situ ADJ jq085h7733n 12 5 observation observation NOUN jq085h7733n 12 6 of of ADP jq085h7733n 12 7 instrumented instrumented ADJ jq085h7733n 12 8 wetlands wetland NOUN jq085h7733n 12 9 , , PUNCT jq085h7733n 12 10 satellite satellite NOUN jq085h7733n 12 11 imagery imagery NOUN jq085h7733n 12 12 encounters encounter VERB jq085h7733n 12 13 challenges challenge NOUN jq085h7733n 12 14 in in ADP jq085h7733n 12 15 detecting detect VERB jq085h7733n 12 16 water water NOUN jq085h7733n 12 17 but but CCONJ jq085h7733n 12 18 it it PRON jq085h7733n 12 19 is be AUX jq085h7733n 12 20 not not PART jq085h7733n 12 21 subject subject ADJ jq085h7733n 12 22 to to ADP jq085h7733n 12 23 the the DET jq085h7733n 12 24 sampling sample VERB jq085h7733n 12 25 errors error NOUN jq085h7733n 12 26 associated associate VERB jq085h7733n 12 27 with with ADP jq085h7733n 12 28 modelling model VERB jq085h7733n 12 29 arbitrary arbitrary ADJ jq085h7733n 12 30 subsets subset NOUN jq085h7733n 12 31 of of ADP jq085h7733n 12 32 a a DET jq085h7733n 12 33 heterogeneous heterogeneous ADJ jq085h7733n 12 34 landscape landscape NOUN jq085h7733n 12 35 . . PUNCT jq085h7733n 13 1 in in ADP jq085h7733n 13 2 the the DET jq085h7733n 13 3 third third ADJ jq085h7733n 13 4 study study NOUN jq085h7733n 13 5 , , PUNCT jq085h7733n 13 6 i i PRON jq085h7733n 13 7 address address VERB jq085h7733n 13 8 the the DET jq085h7733n 13 9 challenge challenge NOUN jq085h7733n 13 10 of of ADP jq085h7733n 13 11 modeling model VERB jq085h7733n 13 12 the the DET jq085h7733n 13 13 common common ADJ jq085h7733n 13 14 pool pool NOUN jq085h7733n 13 15 depletion depletion NOUN jq085h7733n 13 16 of of ADP jq085h7733n 13 17 shared share VERB jq085h7733n 13 18 aquifers aquifer NOUN jq085h7733n 13 19 . . PUNCT jq085h7733n 14 1 i i PRON jq085h7733n 14 2 couple couple VERB jq085h7733n 14 3 human human ADJ jq085h7733n 14 4 decisions decision NOUN jq085h7733n 14 5 ( ( PUNCT jq085h7733n 14 6 game game NOUN jq085h7733n 14 7 theory theory NOUN jq085h7733n 14 8 ) ) PUNCT jq085h7733n 14 9 with with ADP jq085h7733n 14 10 hydrogeological hydrogeological ADJ jq085h7733n 14 11 models model NOUN jq085h7733n 14 12 of of ADP jq085h7733n 14 13 groundwater groundwater NOUN jq085h7733n 14 14 to to PART jq085h7733n 14 15 exhibit exhibit VERB jq085h7733n 14 16 user user NOUN jq085h7733n 14 17 incentives incentive NOUN jq085h7733n 14 18 to to PART jq085h7733n 14 19 overpump overpump VERB jq085h7733n 14 20 in in ADP jq085h7733n 14 21 shared share VERB jq085h7733n 14 22 aquifers aquifer NOUN jq085h7733n 14 23 . . PUNCT jq085h7733n 15 1 the the DET jq085h7733n 15 2 coupled couple VERB jq085h7733n 15 3 model model NOUN jq085h7733n 15 4 is be AUX jq085h7733n 15 5 analytically analytically ADV jq085h7733n 15 6 tractable tractable ADJ jq085h7733n 15 7 , , PUNCT jq085h7733n 15 8 which which PRON jq085h7733n 15 9 allows allow VERB jq085h7733n 15 10 it it PRON jq085h7733n 15 11 to to PART jq085h7733n 15 12 be be AUX jq085h7733n 15 13 suitably suitably ADV jq085h7733n 15 14 non non ADJ jq085h7733n 15 15 - - ADJ jq085h7733n 15 16 dimensionalized dimensionalized ADJ jq085h7733n 15 17 . . PUNCT jq085h7733n 16 1 this this PRON jq085h7733n 16 2 , , PUNCT jq085h7733n 16 3 in in ADP jq085h7733n 16 4 turn turn NOUN jq085h7733n 16 5 , , PUNCT jq085h7733n 16 6 allowed allow VERB jq085h7733n 16 7 it it PRON jq085h7733n 16 8 to to PART jq085h7733n 16 9 be be AUX jq085h7733n 16 10 leveraged leverage VERB jq085h7733n 16 11 to to PART jq085h7733n 16 12 draw draw VERB jq085h7733n 16 13 generalized generalized ADJ jq085h7733n 16 14 insights insight NOUN jq085h7733n 16 15 on on ADP jq085h7733n 16 16 how how SCONJ jq085h7733n 16 17 economic economic ADJ jq085h7733n 16 18 differences difference NOUN jq085h7733n 16 19 between between ADP jq085h7733n 16 20 aquifer aquifer NOUN jq085h7733n 16 21 users user NOUN jq085h7733n 16 22 interact interact VERB jq085h7733n 16 23 with with ADP jq085h7733n 16 24 their their PRON jq085h7733n 16 25 spatial spatial ADJ jq085h7733n 16 26 configuration configuration NOUN jq085h7733n 16 27 to to PART jq085h7733n 16 28 determine determine VERB jq085h7733n 16 29 incentives incentive NOUN jq085h7733n 16 30 to to ADP jq085h7733n 16 31 over over ADP jq085h7733n 16 32 - - PUNCT jq085h7733n 16 33 pump pump NOUN jq085h7733n 16 34 . . PUNCT