id sid tid token lemma pos wh246q21s5p 1 1 facing face VERB wh246q21s5p 1 2 increasing increase VERB wh246q21s5p 1 3 societal societal ADJ wh246q21s5p 1 4 and and CCONJ wh246q21s5p 1 5 economic economic ADJ wh246q21s5p 1 6 pressure pressure NOUN wh246q21s5p 1 7 , , PUNCT wh246q21s5p 1 8 many many ADJ wh246q21s5p 1 9 countries country NOUN wh246q21s5p 1 10 have have AUX wh246q21s5p 1 11 established establish VERB wh246q21s5p 1 12 strategies strategy NOUN wh246q21s5p 1 13 to to PART wh246q21s5p 1 14 develop develop VERB wh246q21s5p 1 15 renewable renewable ADJ wh246q21s5p 1 16 energy energy NOUN wh246q21s5p 1 17 portfolios portfolio NOUN wh246q21s5p 1 18 , , PUNCT wh246q21s5p 1 19 whose whose DET wh246q21s5p 1 20 penetration penetration NOUN wh246q21s5p 1 21 in in ADP wh246q21s5p 1 22 the the DET wh246q21s5p 1 23 market market NOUN wh246q21s5p 1 24 can can AUX wh246q21s5p 1 25 alleviate alleviate VERB wh246q21s5p 1 26 the the DET wh246q21s5p 1 27 dependence dependence NOUN wh246q21s5p 1 28 on on ADP wh246q21s5p 1 29 fossil fossil ADJ wh246q21s5p 1 30 fuels fuel NOUN wh246q21s5p 1 31 . . PUNCT wh246q21s5p 2 1 in in ADP wh246q21s5p 2 2 the the DET wh246q21s5p 2 3 case case NOUN wh246q21s5p 2 4 of of ADP wh246q21s5p 2 5 wind wind NOUN wh246q21s5p 2 6 , , PUNCT wh246q21s5p 2 7 there there PRON wh246q21s5p 2 8 is be VERB wh246q21s5p 2 9 a a DET wh246q21s5p 2 10 fundamental fundamental ADJ wh246q21s5p 2 11 question question NOUN wh246q21s5p 2 12 related relate VERB wh246q21s5p 2 13 to to ADP wh246q21s5p 2 14 the the DET wh246q21s5p 2 15 resilience resilience NOUN wh246q21s5p 2 16 , , PUNCT wh246q21s5p 2 17 and and CCONJ wh246q21s5p 2 18 hence hence ADV wh246q21s5p 2 19 profitability profitability NOUN wh246q21s5p 2 20 , , PUNCT wh246q21s5p 2 21 of of ADP wh246q21s5p 2 22 future future ADJ wh246q21s5p 2 23 wind wind NOUN wh246q21s5p 2 24 farms farm NOUN wh246q21s5p 2 25 to to ADP wh246q21s5p 2 26 a a DET wh246q21s5p 2 27 changing change VERB wh246q21s5p 2 28 climate climate NOUN wh246q21s5p 2 29 , , PUNCT wh246q21s5p 2 30 given give VERB wh246q21s5p 2 31 that that DET wh246q21s5p 2 32 current current ADJ wh246q21s5p 2 33 wind wind NOUN wh246q21s5p 2 34 turbines turbine NOUN wh246q21s5p 2 35 have have VERB wh246q21s5p 2 36 lifespans lifespan NOUN wh246q21s5p 2 37 of of ADP wh246q21s5p 2 38 up up ADP wh246q21s5p 2 39 to to PART wh246q21s5p 2 40 thirty thirty NUM wh246q21s5p 2 41 years year NOUN wh246q21s5p 2 42 . . PUNCT wh246q21s5p 3 1 in in ADP wh246q21s5p 3 2 this this DET wh246q21s5p 3 3 work work NOUN wh246q21s5p 3 4 we we PRON wh246q21s5p 3 5 develop develop VERB wh246q21s5p 3 6 a a DET wh246q21s5p 3 7 new new ADJ wh246q21s5p 3 8 non non ADJ wh246q21s5p 3 9 - - ADJ wh246q21s5p 3 10 gaussian gaussian ADJ wh246q21s5p 3 11 method method NOUN wh246q21s5p 3 12 to to PART wh246q21s5p 3 13 adjust adjust VERB wh246q21s5p 3 14 assimilated assimilate VERB wh246q21s5p 3 15 observational observational ADJ wh246q21s5p 3 16 data datum NOUN wh246q21s5p 3 17 to to ADP wh246q21s5p 3 18 simulations simulation NOUN wh246q21s5p 3 19 and and CCONJ wh246q21s5p 3 20 to to PART wh246q21s5p 3 21 estimate estimate VERB wh246q21s5p 3 22 future future ADJ wh246q21s5p 3 23 wind wind NOUN wh246q21s5p 3 24 , , PUNCT wh246q21s5p 3 25 predicated predicate VERB wh246q21s5p 3 26 on on ADP wh246q21s5p 3 27 a a DET wh246q21s5p 3 28 trans trans ADJ wh246q21s5p 3 29 - - ADJ wh246q21s5p 3 30 gaussian gaussian ADJ wh246q21s5p 3 31 transformation transformation NOUN wh246q21s5p 3 32 and and CCONJ wh246q21s5p 3 33 a a DET wh246q21s5p 3 34 cluster cluster NOUN wh246q21s5p 3 35 - - PUNCT wh246q21s5p 3 36 wise wise ADJ wh246q21s5p 3 37 minimization minimization NOUN wh246q21s5p 3 38 of of ADP wh246q21s5p 3 39 the the DET wh246q21s5p 3 40 kullback kullback NOUN wh246q21s5p 3 41 – – PUNCT wh246q21s5p 3 42 leibler leibler PROPN wh246q21s5p 3 43 divergence divergence NOUN wh246q21s5p 3 44 . . PUNCT wh246q21s5p 4 1 future future ADJ wh246q21s5p 4 2 winds wind NOUN wh246q21s5p 4 3 abundance abundance NOUN wh246q21s5p 4 4 will will AUX wh246q21s5p 4 5 be be AUX wh246q21s5p 4 6 determined determine VERB wh246q21s5p 4 7 for for ADP wh246q21s5p 4 8 saudi saudi PROPN wh246q21s5p 4 9 arabia arabia PROPN wh246q21s5p 4 10 , , PUNCT wh246q21s5p 4 11 a a DET wh246q21s5p 4 12 country country NOUN wh246q21s5p 4 13 with with ADP wh246q21s5p 4 14 a a DET wh246q21s5p 4 15 recently recently ADV wh246q21s5p 4 16 established establish VERB wh246q21s5p 4 17 plan plan NOUN wh246q21s5p 4 18 to to PART wh246q21s5p 4 19 develop develop VERB wh246q21s5p 4 20 a a DET wh246q21s5p 4 21 portfolio portfolio NOUN wh246q21s5p 4 22 of of ADP wh246q21s5p 4 23 up up ADP wh246q21s5p 4 24 to to PART wh246q21s5p 4 25 16 16 NUM wh246q21s5p 4 26 gw gw NOUN wh246q21s5p 4 27 of of ADP wh246q21s5p 4 28 wind wind NOUN wh246q21s5p 4 29 energy energy NOUN wh246q21s5p 4 30 . . PUNCT wh246q21s5p 5 1 further far ADV wh246q21s5p 5 2 , , PUNCT wh246q21s5p 5 3 we we PRON wh246q21s5p 5 4 estimate estimate VERB wh246q21s5p 5 5 the the DET wh246q21s5p 5 6 change change NOUN wh246q21s5p 5 7 in in ADP wh246q21s5p 5 8 profits profit NOUN wh246q21s5p 5 9 over over ADP wh246q21s5p 5 10 future future ADJ wh246q21s5p 5 11 decades decade NOUN wh246q21s5p 5 12 using use VERB wh246q21s5p 5 13 additional additional ADJ wh246q21s5p 5 14 high high ADJ wh246q21s5p 5 15 - - PUNCT wh246q21s5p 5 16 resolution resolution NOUN wh246q21s5p 5 17 simulations simulation NOUN wh246q21s5p 5 18 , , PUNCT wh246q21s5p 5 19 an an DET wh246q21s5p 5 20 improved improved ADJ wh246q21s5p 5 21 method method NOUN wh246q21s5p 5 22 for for ADP wh246q21s5p 5 23 vertical vertical ADJ wh246q21s5p 5 24 wind wind NOUN wh246q21s5p 5 25 extrapolation extrapolation NOUN wh246q21s5p 5 26 and and CCONJ wh246q21s5p 5 27 power power NOUN wh246q21s5p 5 28 curves curve NOUN wh246q21s5p 5 29 from from ADP wh246q21s5p 5 30 a a DET wh246q21s5p 5 31 collection collection NOUN wh246q21s5p 5 32 of of ADP wh246q21s5p 5 33 popular popular ADJ wh246q21s5p 5 34 wind wind NOUN wh246q21s5p 5 35 turbines turbine NOUN wh246q21s5p 5 36 . . PUNCT wh246q21s5p 6 1 we we PRON wh246q21s5p 6 2 find find VERB wh246q21s5p 6 3 an an DET wh246q21s5p 6 4 overall overall ADJ wh246q21s5p 6 5 increase increase NOUN wh246q21s5p 6 6 in in ADP wh246q21s5p 6 7 daily daily ADJ wh246q21s5p 6 8 profit profit NOUN wh246q21s5p 6 9 of of ADP wh246q21s5p 6 10 $ $ SYM wh246q21s5p 6 11 272,000 272,000 NUM wh246q21s5p 6 12 for for ADP wh246q21s5p 6 13 the the DET wh246q21s5p 6 14 wind wind NOUN wh246q21s5p 6 15 energy energy NOUN wh246q21s5p 6 16 market market NOUN wh246q21s5p 6 17 for for ADP wh246q21s5p 6 18 the the DET wh246q21s5p 6 19 optimal optimal ADJ wh246q21s5p 6 20 locations location NOUN wh246q21s5p 6 21 for for ADP wh246q21s5p 6 22 wind wind NOUN wh246q21s5p 6 23 farming farming NOUN wh246q21s5p 6 24 in in ADP wh246q21s5p 6 25 the the DET wh246q21s5p 6 26 country.the country.the DET wh246q21s5p 6 27 transition transition NOUN wh246q21s5p 6 28 from from ADP wh246q21s5p 6 29 non non ADJ wh246q21s5p 6 30 - - ADJ wh246q21s5p 6 31 renewable renewable ADJ wh246q21s5p 6 32 to to ADP wh246q21s5p 6 33 renewable renewable ADJ wh246q21s5p 6 34 energies energy NOUN wh246q21s5p 6 35 represents represent VERB wh246q21s5p 6 36 a a DET wh246q21s5p 6 37 global global ADJ wh246q21s5p 6 38 societal societal ADJ wh246q21s5p 6 39 challenge challenge NOUN wh246q21s5p 6 40 , , PUNCT wh246q21s5p 6 41 and and CCONJ wh246q21s5p 6 42 developing develop VERB wh246q21s5p 6 43 a a DET wh246q21s5p 6 44 sustainable sustainable ADJ wh246q21s5p 6 45 energy energy NOUN wh246q21s5p 6 46 portfolio portfolio NOUN wh246q21s5p 6 47 is be AUX wh246q21s5p 6 48 an an DET wh246q21s5p 6 49 especially especially ADV wh246q21s5p 6 50 daunting daunting ADJ wh246q21s5p 6 51 task task NOUN wh246q21s5p 6 52 for for ADP wh246q21s5p 6 53 developing develop VERB wh246q21s5p 6 54 countries country NOUN wh246q21s5p 6 55 where where SCONJ wh246q21s5p 6 56 little little ADJ wh246q21s5p 6 57 to to PART wh246q21s5p 6 58 no no DET wh246q21s5p 6 59 information information NOUN wh246q21s5p 6 60 is be AUX wh246q21s5p 6 61 available available ADJ wh246q21s5p 6 62 regarding regard VERB wh246q21s5p 6 63 the the DET wh246q21s5p 6 64 abundance abundance NOUN wh246q21s5p 6 65 of of ADP wh246q21s5p 6 66 renewable renewable ADJ wh246q21s5p 6 67 resources resource NOUN wh246q21s5p 6 68 such such ADJ wh246q21s5p 6 69 as as ADP wh246q21s5p 6 70 wind wind NOUN wh246q21s5p 6 71 . . PUNCT wh246q21s5p 7 1 weather weather NOUN wh246q21s5p 7 2 model model NOUN wh246q21s5p 7 3 simulations simulation NOUN wh246q21s5p 7 4 are be AUX wh246q21s5p 7 5 key key ADJ wh246q21s5p 7 6 to to PART wh246q21s5p 7 7 obtain obtain VERB wh246q21s5p 7 8 such such ADJ wh246q21s5p 7 9 information information NOUN wh246q21s5p 7 10 when when SCONJ wh246q21s5p 7 11 observational observational ADJ wh246q21s5p 7 12 data datum NOUN wh246q21s5p 7 13 are be AUX wh246q21s5p 7 14 scarce scarce ADJ wh246q21s5p 7 15 and and CCONJ wh246q21s5p 7 16 sparse sparse ADJ wh246q21s5p 7 17 over over ADP wh246q21s5p 7 18 a a DET wh246q21s5p 7 19 country country NOUN wh246q21s5p 7 20 as as ADV wh246q21s5p 7 21 large large ADJ wh246q21s5p 7 22 and and CCONJ wh246q21s5p 7 23 geographically geographically ADV wh246q21s5p 7 24 diverse diverse ADJ wh246q21s5p 7 25 as as ADP wh246q21s5p 7 26 saudi saudi PROPN wh246q21s5p 7 27 arabia arabia PROPN wh246q21s5p 7 28 . . PUNCT wh246q21s5p 8 1 however however ADV wh246q21s5p 8 2 , , PUNCT wh246q21s5p 8 3 output output NOUN wh246q21s5p 8 4 from from ADP wh246q21s5p 8 5 such such ADJ wh246q21s5p 8 6 models model NOUN wh246q21s5p 8 7 is be AUX wh246q21s5p 8 8 uncertain uncertain ADJ wh246q21s5p 8 9 , , PUNCT wh246q21s5p 8 10 as as SCONJ wh246q21s5p 8 11 it it PRON wh246q21s5p 8 12 depends depend VERB wh246q21s5p 8 13 on on ADP wh246q21s5p 8 14 inputs input NOUN wh246q21s5p 8 15 such such ADJ wh246q21s5p 8 16 as as ADP wh246q21s5p 8 17 the the DET wh246q21s5p 8 18 parametrization parametrization NOUN wh246q21s5p 8 19 of of ADP wh246q21s5p 8 20 the the DET wh246q21s5p 8 21 physical physical ADJ wh246q21s5p 8 22 processes process NOUN wh246q21s5p 8 23 and and CCONJ wh246q21s5p 8 24 the the DET wh246q21s5p 8 25 spatial spatial ADJ wh246q21s5p 8 26 resolution resolution NOUN wh246q21s5p 8 27 of of ADP wh246q21s5p 8 28 the the DET wh246q21s5p 8 29 simulated simulated ADJ wh246q21s5p 8 30 domain domain NOUN wh246q21s5p 8 31 . . PUNCT wh246q21s5p 9 1 in in ADP wh246q21s5p 9 2 such such ADJ wh246q21s5p 9 3 situations situation NOUN wh246q21s5p 9 4 , , PUNCT wh246q21s5p 9 5 a a DET wh246q21s5p 9 6 sensitivity sensitivity NOUN wh246q21s5p 9 7 analysis analysis NOUN wh246q21s5p 9 8 must must AUX wh246q21s5p 9 9 be be AUX wh246q21s5p 9 10 performed perform VERB wh246q21s5p 9 11 and and CCONJ wh246q21s5p 9 12 the the DET wh246q21s5p 9 13 input input NOUN wh246q21s5p 9 14 may may AUX wh246q21s5p 9 15 have have VERB wh246q21s5p 9 16 a a DET wh246q21s5p 9 17 spatially spatially ADV wh246q21s5p 9 18 heterogeneous heterogeneous ADJ wh246q21s5p 9 19 influence influence NOUN wh246q21s5p 9 20 of of ADP wh246q21s5p 9 21 wind wind NOUN wh246q21s5p 9 22 . . PUNCT wh246q21s5p 10 1 in in ADP wh246q21s5p 10 2 this this DET wh246q21s5p 10 3 work work NOUN wh246q21s5p 10 4 , , PUNCT wh246q21s5p 10 5 we we PRON wh246q21s5p 10 6 propose propose VERB wh246q21s5p 10 7 a a DET wh246q21s5p 10 8 latent latent ADJ wh246q21s5p 10 9 gaussian gaussian ADJ wh246q21s5p 10 10 functional functional ADJ wh246q21s5p 10 11 analysis analysis NOUN wh246q21s5p 10 12 of of ADP wh246q21s5p 10 13 variance variance NOUN wh246q21s5p 10 14 ( ( PUNCT wh246q21s5p 10 15 anova anova PROPN wh246q21s5p 10 16 ) ) PUNCT wh246q21s5p 10 17 model model NOUN wh246q21s5p 10 18 that that PRON wh246q21s5p 10 19 relies rely VERB wh246q21s5p 10 20 on on ADP wh246q21s5p 10 21 a a DET wh246q21s5p 10 22 nonstationary nonstationary ADJ wh246q21s5p 10 23 gaussian gaussian ADJ wh246q21s5p 10 24 markov markov NOUN wh246q21s5p 10 25 random random ADJ wh246q21s5p 10 26 field field NOUN wh246q21s5p 10 27 approximation approximation NOUN wh246q21s5p 10 28 of of ADP wh246q21s5p 10 29 a a DET wh246q21s5p 10 30 continuous continuous ADJ wh246q21s5p 10 31 latent latent NOUN wh246q21s5p 10 32 process process NOUN wh246q21s5p 10 33 . . PUNCT wh246q21s5p 11 1 the the DET wh246q21s5p 11 2 proposed propose VERB wh246q21s5p 11 3 approach approach NOUN wh246q21s5p 11 4 is be AUX wh246q21s5p 11 5 able able ADJ wh246q21s5p 11 6 to to PART wh246q21s5p 11 7 capture capture VERB wh246q21s5p 11 8 the the DET wh246q21s5p 11 9 local local ADJ wh246q21s5p 11 10 sensitivity sensitivity NOUN wh246q21s5p 11 11 of of ADP wh246q21s5p 11 12 gaussian gaussian ADJ wh246q21s5p 11 13 and and CCONJ wh246q21s5p 11 14 non non ADJ wh246q21s5p 11 15 - - ADJ wh246q21s5p 11 16 gaussian gaussian ADJ wh246q21s5p 11 17 wind wind NOUN wh246q21s5p 11 18 characteristics characteristic NOUN wh246q21s5p 11 19 such such ADJ wh246q21s5p 11 20 as as ADP wh246q21s5p 11 21 speed speed NOUN wh246q21s5p 11 22 and and CCONJ wh246q21s5p 11 23 threshold threshold NOUN wh246q21s5p 11 24 exceedances exceedance VERB wh246q21s5p 11 25 over over ADP wh246q21s5p 11 26 a a DET wh246q21s5p 11 27 large large ADJ wh246q21s5p 11 28 simulation simulation NOUN wh246q21s5p 11 29 domain domain NOUN wh246q21s5p 11 30 , , PUNCT wh246q21s5p 11 31 and and CCONJ wh246q21s5p 11 32 a a DET wh246q21s5p 11 33 continuous continuous ADJ wh246q21s5p 11 34 underlying underlying ADJ wh246q21s5p 11 35 process process NOUN wh246q21s5p 11 36 also also ADV wh246q21s5p 11 37 allows allow VERB wh246q21s5p 11 38 us we PRON wh246q21s5p 11 39 to to PART wh246q21s5p 11 40 assess assess VERB wh246q21s5p 11 41 the the DET wh246q21s5p 11 42 effect effect NOUN wh246q21s5p 11 43 of of ADP wh246q21s5p 11 44 different different ADJ wh246q21s5p 11 45 spatial spatial ADJ wh246q21s5p 11 46 resolutions resolution NOUN wh246q21s5p 11 47 . . PUNCT wh246q21s5p 12 1 our our PRON wh246q21s5p 12 2 results result NOUN wh246q21s5p 12 3 indicate indicate VERB wh246q21s5p 12 4 that that SCONJ wh246q21s5p 12 5 ( ( PUNCT wh246q21s5p 12 6 1 1 X wh246q21s5p 12 7 ) ) PUNCT wh246q21s5p 12 8 the the DET wh246q21s5p 12 9 non non ADJ wh246q21s5p 12 10 - - ADJ wh246q21s5p 12 11 local local ADJ wh246q21s5p 12 12 planetary planetary ADJ wh246q21s5p 12 13 boundary boundary ADJ wh246q21s5p 12 14 layer layer NOUN wh246q21s5p 12 15 scheme scheme NOUN wh246q21s5p 12 16 and and CCONJ wh246q21s5p 12 17 high high ADJ wh246q21s5p 12 18 spatial spatial ADJ wh246q21s5p 12 19 resolution resolution NOUN wh246q21s5p 12 20 are be AUX wh246q21s5p 12 21 both both PRON wh246q21s5p 12 22 instrumental instrumental ADJ wh246q21s5p 12 23 in in ADP wh246q21s5p 12 24 capturing capture VERB wh246q21s5p 12 25 wind wind NOUN wh246q21s5p 12 26 speed speed NOUN wh246q21s5p 12 27 and and CCONJ wh246q21s5p 12 28 energy energy NOUN wh246q21s5p 12 29 ( ( PUNCT wh246q21s5p 12 30 especially especially ADV wh246q21s5p 12 31 over over ADP wh246q21s5p 12 32 complex complex ADJ wh246q21s5p 12 33 mountainous mountainous ADJ wh246q21s5p 12 34 terrain terrain NOUN wh246q21s5p 12 35 ) ) PUNCT wh246q21s5p 12 36 , , PUNCT wh246q21s5p 12 37 and and CCONJ wh246q21s5p 12 38 ( ( PUNCT wh246q21s5p 12 39 2 2 X wh246q21s5p 12 40 ) ) PUNCT wh246q21s5p 12 41 the the DET wh246q21s5p 12 42 impact impact NOUN wh246q21s5p 12 43 of of ADP wh246q21s5p 12 44 planetary planetary ADJ wh246q21s5p 12 45 boundary boundary ADJ wh246q21s5p 12 46 layer layer NOUN wh246q21s5p 12 47 scheme scheme NOUN wh246q21s5p 12 48 and and CCONJ wh246q21s5p 12 49 resolution resolution NOUN wh246q21s5p 12 50 on on ADP wh246q21s5p 12 51 saudi saudi PROPN wh246q21s5p 12 52 arabia arabia PROPN wh246q21s5p 12 53 's 's PART wh246q21s5p 12 54 planned plan VERB wh246q21s5p 12 55 wind wind NOUN wh246q21s5p 12 56 farms farm NOUN wh246q21s5p 12 57 is be AUX wh246q21s5p 12 58 small small ADJ wh246q21s5p 12 59 ( ( PUNCT wh246q21s5p 12 60 at at ADP wh246q21s5p 12 61 most most ADV wh246q21s5p 12 62 1.4 1.4 NUM wh246q21s5p 12 63 % % NOUN wh246q21s5p 12 64 ) ) PUNCT wh246q21s5p 12 65 . . PUNCT wh246q21s5p 13 1 thus thus ADV wh246q21s5p 13 2 , , PUNCT wh246q21s5p 13 3 our our PRON wh246q21s5p 13 4 results result NOUN wh246q21s5p 13 5 lend lend VERB wh246q21s5p 13 6 support support NOUN wh246q21s5p 13 7 for for ADP wh246q21s5p 13 8 the the DET wh246q21s5p 13 9 construction construction NOUN wh246q21s5p 13 10 of of ADP wh246q21s5p 13 11 these these DET wh246q21s5p 13 12 wind wind NOUN wh246q21s5p 13 13 farms farm NOUN wh246q21s5p 13 14 in in ADP wh246q21s5p 13 15 the the DET wh246q21s5p 13 16 next next ADJ wh246q21s5p 13 17 decade.with decade.with PROPN wh246q21s5p 13 18 undeniable undeniable ADJ wh246q21s5p 13 19 evidence evidence NOUN wh246q21s5p 13 20 of of ADP wh246q21s5p 13 21 the the DET wh246q21s5p 13 22 undergoing undergo VERB wh246q21s5p 13 23 changing change VERB wh246q21s5p 13 24 climate climate NOUN wh246q21s5p 13 25 , , PUNCT wh246q21s5p 13 26 obtaining obtain VERB wh246q21s5p 13 27 high high ADJ wh246q21s5p 13 28 - - PUNCT wh246q21s5p 13 29 resolution resolution NOUN wh246q21s5p 13 30 maps map NOUN wh246q21s5p 13 31 of of ADP wh246q21s5p 13 32 precipitation precipitation NOUN wh246q21s5p 13 33 data datum NOUN wh246q21s5p 13 34 can can AUX wh246q21s5p 13 35 provide provide VERB wh246q21s5p 13 36 key key ADJ wh246q21s5p 13 37 insights insight NOUN wh246q21s5p 13 38 to to ADP wh246q21s5p 13 39 stakeholders stakeholder NOUN wh246q21s5p 13 40 to to PART wh246q21s5p 13 41 assess assess VERB wh246q21s5p 13 42 sustainable sustainable ADJ wh246q21s5p 13 43 access access NOUN wh246q21s5p 13 44 to to ADP wh246q21s5p 13 45 water water NOUN wh246q21s5p 13 46 resources resource NOUN wh246q21s5p 13 47 at at ADP wh246q21s5p 13 48 the the DET wh246q21s5p 13 49 urban urban ADJ wh246q21s5p 13 50 scale scale NOUN wh246q21s5p 13 51 . . PUNCT wh246q21s5p 14 1 mapping map VERB wh246q21s5p 14 2 a a DET wh246q21s5p 14 3 nonstationary nonstationary ADJ wh246q21s5p 14 4 , , PUNCT wh246q21s5p 14 5 sparse sparse ADJ wh246q21s5p 14 6 process process NOUN wh246q21s5p 14 7 such such ADJ wh246q21s5p 14 8 as as ADP wh246q21s5p 14 9 precipitation precipitation NOUN wh246q21s5p 14 10 at at ADP wh246q21s5p 14 11 very very ADV wh246q21s5p 14 12 high high ADJ wh246q21s5p 14 13 spatial spatial ADJ wh246q21s5p 14 14 resolution resolution NOUN wh246q21s5p 14 15 requires require VERB wh246q21s5p 14 16 the the DET wh246q21s5p 14 17 interpolation interpolation NOUN wh246q21s5p 14 18 of of ADP wh246q21s5p 14 19 global global ADJ wh246q21s5p 14 20 datasets dataset NOUN wh246q21s5p 14 21 at at ADP wh246q21s5p 14 22 the the DET wh246q21s5p 14 23 location location NOUN wh246q21s5p 14 24 where where SCONJ wh246q21s5p 14 25 ground ground NOUN wh246q21s5p 14 26 stations station NOUN wh246q21s5p 14 27 are be AUX wh246q21s5p 14 28 available available ADJ wh246q21s5p 14 29 with with ADP wh246q21s5p 14 30 statistical statistical ADJ wh246q21s5p 14 31 models model NOUN wh246q21s5p 14 32 able able ADJ wh246q21s5p 14 33 to to PART wh246q21s5p 14 34 capture capture VERB wh246q21s5p 14 35 complex complex ADJ wh246q21s5p 14 36 non non ADJ wh246q21s5p 14 37 - - ADJ wh246q21s5p 14 38 gaussian gaussian ADJ wh246q21s5p 14 39 global global ADJ wh246q21s5p 14 40 space space NOUN wh246q21s5p 14 41 - - PUNCT wh246q21s5p 14 42 time time NOUN wh246q21s5p 14 43 dependence dependence NOUN wh246q21s5p 14 44 structures structure NOUN wh246q21s5p 14 45 . . PUNCT wh246q21s5p 15 1 in in ADP wh246q21s5p 15 2 this this DET wh246q21s5p 15 3 work work NOUN wh246q21s5p 15 4 , , PUNCT wh246q21s5p 15 5 we we PRON wh246q21s5p 15 6 propose propose VERB wh246q21s5p 15 7 a a DET wh246q21s5p 15 8 new new ADJ wh246q21s5p 15 9 approach approach NOUN wh246q21s5p 15 10 based base VERB wh246q21s5p 15 11 on on ADP wh246q21s5p 15 12 capturing capture VERB wh246q21s5p 15 13 the the DET wh246q21s5p 15 14 spatial spatial ADJ wh246q21s5p 15 15 dependence dependence NOUN wh246q21s5p 15 16 of of ADP wh246q21s5p 15 17 a a DET wh246q21s5p 15 18 latent latent ADJ wh246q21s5p 15 19 gaussian gaussian ADJ wh246q21s5p 15 20 process process NOUN wh246q21s5p 15 21 via via ADP wh246q21s5p 15 22 a a DET wh246q21s5p 15 23 locally locally ADV wh246q21s5p 15 24 deformed deform VERB wh246q21s5p 15 25 stochastic stochastic ADJ wh246q21s5p 15 26 partial partial ADJ wh246q21s5p 15 27 differential differential ADJ wh246q21s5p 15 28 equation equation NOUN wh246q21s5p 15 29 ( ( PUNCT wh246q21s5p 15 30 spde spde NOUN wh246q21s5p 15 31 ) ) PUNCT wh246q21s5p 15 32 with with ADP wh246q21s5p 15 33 a a DET wh246q21s5p 15 34 buffer buffer NOUN wh246q21s5p 15 35 allowing allow VERB wh246q21s5p 15 36 for for ADP wh246q21s5p 15 37 a a DET wh246q21s5p 15 38 different different ADJ wh246q21s5p 15 39 spatial spatial ADJ wh246q21s5p 15 40 structure structure NOUN wh246q21s5p 15 41 across across ADP wh246q21s5p 15 42 land land NOUN wh246q21s5p 15 43 and and CCONJ wh246q21s5p 15 44 sea sea NOUN wh246q21s5p 15 45 . . PUNCT wh246q21s5p 16 1 the the DET wh246q21s5p 16 2 finite finite PROPN wh246q21s5p 16 3 volume volume NOUN wh246q21s5p 16 4 approximation approximation NOUN wh246q21s5p 16 5 of of ADP wh246q21s5p 16 6 the the DET wh246q21s5p 16 7 spde spde NOUN wh246q21s5p 16 8 , , PUNCT wh246q21s5p 16 9 coupled couple VERB wh246q21s5p 16 10 with with ADP wh246q21s5p 16 11 integrated integrated ADJ wh246q21s5p 16 12 nested nest VERB wh246q21s5p 16 13 laplace laplace NOUN wh246q21s5p 16 14 approximation approximation NOUN wh246q21s5p 16 15 ensures ensure VERB wh246q21s5p 16 16 feasible feasible ADJ wh246q21s5p 16 17 bayesian bayesian ADJ wh246q21s5p 16 18 inference inference NOUN wh246q21s5p 16 19 for for ADP wh246q21s5p 16 20 tens ten NOUN wh246q21s5p 16 21 of of ADP wh246q21s5p 16 22 millions million NOUN wh246q21s5p 16 23 of of ADP wh246q21s5p 16 24 observations observation NOUN wh246q21s5p 16 25 . . PUNCT wh246q21s5p 17 1 the the DET wh246q21s5p 17 2 simulation simulation NOUN wh246q21s5p 17 3 studies study NOUN wh246q21s5p 17 4 showcase showcase VERB wh246q21s5p 17 5 the the DET wh246q21s5p 17 6 improved improved ADJ wh246q21s5p 17 7 predictability predictability NOUN wh246q21s5p 17 8 of of ADP wh246q21s5p 17 9 the the DET wh246q21s5p 17 10 proposed propose VERB wh246q21s5p 17 11 approach approach NOUN wh246q21s5p 17 12 against against ADP wh246q21s5p 17 13 stationary stationary ADJ wh246q21s5p 17 14 and and CCONJ wh246q21s5p 17 15 no no DET wh246q21s5p 17 16 - - PUNCT wh246q21s5p 17 17 buffer buffer NOUN wh246q21s5p 17 18 alternatives alternative NOUN wh246q21s5p 17 19 . . PUNCT wh246q21s5p 18 1 the the DET wh246q21s5p 18 2 proposed propose VERB wh246q21s5p 18 3 approach approach NOUN wh246q21s5p 18 4 is be AUX wh246q21s5p 18 5 then then ADV wh246q21s5p 18 6 used use VERB wh246q21s5p 18 7 to to PART wh246q21s5p 18 8 yield yield VERB wh246q21s5p 18 9 high high ADJ wh246q21s5p 18 10 - - PUNCT wh246q21s5p 18 11 resolution resolution NOUN wh246q21s5p 18 12 simulations simulation NOUN wh246q21s5p 18 13 of of ADP wh246q21s5p 18 14 daily daily ADJ wh246q21s5p 18 15 precipitation precipitation NOUN wh246q21s5p 18 16 across across ADP wh246q21s5p 18 17 the the DET wh246q21s5p 18 18 united united PROPN wh246q21s5p 18 19 states states PROPN wh246q21s5p 18 20 . . PUNCT