id sid tid token lemma pos 4t64gm83k04 1 1 a a DET 4t64gm83k04 1 2 tropical tropical ADJ 4t64gm83k04 1 3 cyclone cyclone NOUN 4t64gm83k04 1 4 is be AUX 4t64gm83k04 1 5 an an DET 4t64gm83k04 1 6 intense intense ADJ 4t64gm83k04 1 7 circular circular ADJ 4t64gm83k04 1 8 storm storm NOUN 4t64gm83k04 1 9 that that PRON 4t64gm83k04 1 10 originates originate VERB 4t64gm83k04 1 11 over over ADP 4t64gm83k04 1 12 the the DET 4t64gm83k04 1 13 ocean ocean NOUN 4t64gm83k04 1 14 , , PUNCT 4t64gm83k04 1 15 progresses progress VERB 4t64gm83k04 1 16 toward toward ADP 4t64gm83k04 1 17 a a DET 4t64gm83k04 1 18 coastline coastline NOUN 4t64gm83k04 1 19 and and CCONJ 4t64gm83k04 1 20 is be AUX 4t64gm83k04 1 21 characterized characterize VERB 4t64gm83k04 1 22 by by ADP 4t64gm83k04 1 23 intense intense ADJ 4t64gm83k04 1 24 winds wind NOUN 4t64gm83k04 1 25 and and CCONJ 4t64gm83k04 1 26 low low ADJ 4t64gm83k04 1 27 atmospheric atmospheric ADJ 4t64gm83k04 1 28 pressure pressure NOUN 4t64gm83k04 1 29 in in ADP 4t64gm83k04 1 30 the the DET 4t64gm83k04 1 31 center center NOUN 4t64gm83k04 1 32 . . PUNCT 4t64gm83k04 2 1 as as ADP 4t64gm83k04 2 2 a a DET 4t64gm83k04 2 3 result result NOUN 4t64gm83k04 2 4 of of ADP 4t64gm83k04 2 5 tremendous tremendous ADJ 4t64gm83k04 2 6 surface surface NOUN 4t64gm83k04 2 7 winds wind NOUN 4t64gm83k04 2 8 around around ADP 4t64gm83k04 2 9 the the DET 4t64gm83k04 2 10 storm storm NOUN 4t64gm83k04 2 11 and and CCONJ 4t64gm83k04 2 12 relatively relatively ADV 4t64gm83k04 2 13 low low ADJ 4t64gm83k04 2 14 surface surface NOUN 4t64gm83k04 2 15 pressure pressure NOUN 4t64gm83k04 2 16 , , PUNCT 4t64gm83k04 2 17 seawater seawater NOUN 4t64gm83k04 2 18 rises rise VERB 4t64gm83k04 2 19 above above ADP 4t64gm83k04 2 20 mean mean VERB 4t64gm83k04 2 21 tidal tidal ADJ 4t64gm83k04 2 22 levels level NOUN 4t64gm83k04 2 23 , , PUNCT 4t64gm83k04 2 24 which which PRON 4t64gm83k04 2 25 is be AUX 4t64gm83k04 2 26 called call VERB 4t64gm83k04 2 27 a a DET 4t64gm83k04 2 28 storm storm NOUN 4t64gm83k04 2 29 surge surge VERB 4t64gm83k04 2 30 . . PUNCT 4t64gm83k04 3 1 the the DET 4t64gm83k04 3 2 most most ADV 4t64gm83k04 3 3 destructive destructive ADJ 4t64gm83k04 3 4 component component NOUN 4t64gm83k04 3 5 of of ADP 4t64gm83k04 3 6 a a DET 4t64gm83k04 3 7 tropical tropical ADJ 4t64gm83k04 3 8 cyclone cyclone NOUN 4t64gm83k04 3 9 is be AUX 4t64gm83k04 3 10 the the DET 4t64gm83k04 3 11 storm storm NOUN 4t64gm83k04 3 12 surge surge VERB 4t64gm83k04 3 13 . . PUNCT 4t64gm83k04 4 1 a a DET 4t64gm83k04 4 2 single single ADJ 4t64gm83k04 4 3 storm storm NOUN 4t64gm83k04 4 4 can can AUX 4t64gm83k04 4 5 cause cause VERB 4t64gm83k04 4 6 billions billion NOUN 4t64gm83k04 4 7 of of ADP 4t64gm83k04 4 8 dollars dollar NOUN 4t64gm83k04 4 9 in in ADP 4t64gm83k04 4 10 property property NOUN 4t64gm83k04 4 11 damage damage NOUN 4t64gm83k04 4 12 . . PUNCT 4t64gm83k04 5 1 in in ADP 4t64gm83k04 5 2 2005 2005 NUM 4t64gm83k04 5 3 , , PUNCT 4t64gm83k04 5 4 hurricane hurricane PROPN 4t64gm83k04 5 5 katrina katrina PROPN 4t64gm83k04 5 6 's 's PART 4t64gm83k04 5 7 storm storm NOUN 4t64gm83k04 5 8 surge surge NOUN 4t64gm83k04 5 9 caused cause VERB 4t64gm83k04 5 10 catastrophic catastrophic ADJ 4t64gm83k04 5 11 damage damage NOUN 4t64gm83k04 5 12 to to ADP 4t64gm83k04 5 13 the the DET 4t64gm83k04 5 14 new new ADJ 4t64gm83k04 5 15 orleans orleans PROPN 4t64gm83k04 5 16 area area NOUN 4t64gm83k04 5 17 and and CCONJ 4t64gm83k04 5 18 its its PRON 4t64gm83k04 5 19 residents resident NOUN 4t64gm83k04 5 20 , , PUNCT 4t64gm83k04 5 21 amounting amount VERB 4t64gm83k04 5 22 to to ADP 4t64gm83k04 5 23 nearly nearly ADV 4t64gm83k04 5 24 125 125 NUM 4t64gm83k04 5 25 billion billion NUM 4t64gm83k04 5 26 worth worth NOUN 4t64gm83k04 5 27 of of ADP 4t64gm83k04 5 28 damage damage NOUN 4t64gm83k04 5 29 . . PUNCT 4t64gm83k04 6 1 thus thus ADV 4t64gm83k04 6 2 , , PUNCT 4t64gm83k04 6 3 accurate accurate ADJ 4t64gm83k04 6 4 and and CCONJ 4t64gm83k04 6 5 efficient efficient ADJ 4t64gm83k04 6 6 storm storm NOUN 4t64gm83k04 6 7 surge surge NOUN 4t64gm83k04 6 8 predictions prediction NOUN 4t64gm83k04 6 9 are be AUX 4t64gm83k04 6 10 essential essential ADJ 4t64gm83k04 6 11 to to PART 4t64gm83k04 6 12 prevent prevent VERB 4t64gm83k04 6 13 destruction destruction NOUN 4t64gm83k04 6 14 of of ADP 4t64gm83k04 6 15 life life NOUN 4t64gm83k04 6 16 and and CCONJ 4t64gm83k04 6 17 property property NOUN 4t64gm83k04 6 18 along along ADP 4t64gm83k04 6 19 coastlines coastline NOUN 4t64gm83k04 6 20 . . PUNCT 4t64gm83k04 7 1 two two NUM 4t64gm83k04 7 2 categories category NOUN 4t64gm83k04 7 3 of of ADP 4t64gm83k04 7 4 storm storm NOUN 4t64gm83k04 7 5 surge surge NOUN 4t64gm83k04 7 6 models model NOUN 4t64gm83k04 7 7 exist exist VERB 4t64gm83k04 7 8 : : PUNCT 4t64gm83k04 7 9 ( ( PUNCT 4t64gm83k04 7 10 i i NOUN 4t64gm83k04 7 11 ) ) PUNCT 4t64gm83k04 7 12 low low ADJ 4t64gm83k04 7 13 resolution resolution NOUN 4t64gm83k04 7 14 and and CCONJ 4t64gm83k04 7 15 ( ( PUNCT 4t64gm83k04 7 16 ii ii PROPN 4t64gm83k04 7 17 ) ) PUNCT 4t64gm83k04 7 18 high high ADJ 4t64gm83k04 7 19 resolution resolution NOUN 4t64gm83k04 7 20 , , PUNCT 4t64gm83k04 7 21 and and CCONJ 4t64gm83k04 7 22 these these DET 4t64gm83k04 7 23 models model NOUN 4t64gm83k04 7 24 are be AUX 4t64gm83k04 7 25 distinguished distinguish VERB 4t64gm83k04 7 26 by by ADP 4t64gm83k04 7 27 run run NOUN 4t64gm83k04 7 28 times time NOUN 4t64gm83k04 7 29 and and CCONJ 4t64gm83k04 7 30 accuracy accuracy NOUN 4t64gm83k04 7 31 . . PUNCT 4t64gm83k04 8 1 low low ADJ 4t64gm83k04 8 2 resolution resolution NOUN 4t64gm83k04 8 3 models model NOUN 4t64gm83k04 8 4 are be AUX 4t64gm83k04 8 5 much much ADV 4t64gm83k04 8 6 faster fast ADV 4t64gm83k04 8 7 but but CCONJ 4t64gm83k04 8 8 generally generally ADV 4t64gm83k04 8 9 have have VERB 4t64gm83k04 8 10 lower low ADJ 4t64gm83k04 8 11 accuracy accuracy NOUN 4t64gm83k04 8 12 and and CCONJ 4t64gm83k04 8 13 vice vice NOUN 4t64gm83k04 8 14 versa versa NOUN 4t64gm83k04 8 15 for for ADP 4t64gm83k04 8 16 high high ADJ 4t64gm83k04 8 17 - - PUNCT 4t64gm83k04 8 18 resolution resolution NOUN 4t64gm83k04 8 19 models model NOUN 4t64gm83k04 8 20 . . PUNCT 4t64gm83k04 9 1 using use VERB 4t64gm83k04 9 2 these these DET 4t64gm83k04 9 3 models model NOUN 4t64gm83k04 9 4 is be AUX 4t64gm83k04 9 5 the the DET 4t64gm83k04 9 6 trade trade NOUN 4t64gm83k04 9 7 - - PUNCT 4t64gm83k04 9 8 off off NOUN 4t64gm83k04 9 9 between between ADP 4t64gm83k04 9 10 computational computational ADJ 4t64gm83k04 9 11 cost cost NOUN 4t64gm83k04 9 12 and and CCONJ 4t64gm83k04 9 13 accuracy accuracy NOUN 4t64gm83k04 9 14 . . PUNCT 4t64gm83k04 10 1 a a DET 4t64gm83k04 10 2 promising promising ADJ 4t64gm83k04 10 3 intermediate intermediate ADJ 4t64gm83k04 10 4 path path NOUN 4t64gm83k04 10 5 to to PART 4t64gm83k04 10 6 reach reach VERB 4t64gm83k04 10 7 models model NOUN 4t64gm83k04 10 8 with with ADP 4t64gm83k04 10 9 both both PRON 4t64gm83k04 10 10 accuracy accuracy NOUN 4t64gm83k04 10 11 and and CCONJ 4t64gm83k04 10 12 low low ADJ 4t64gm83k04 10 13 computational computational ADJ 4t64gm83k04 10 14 cost cost NOUN 4t64gm83k04 10 15 is be AUX 4t64gm83k04 10 16 through through ADP 4t64gm83k04 10 17 the the DET 4t64gm83k04 10 18 use use NOUN 4t64gm83k04 10 19 of of ADP 4t64gm83k04 10 20 subgrid subgrid NOUN 4t64gm83k04 10 21 models model NOUN 4t64gm83k04 10 22 . . PUNCT 4t64gm83k04 11 1 subgrid subgrid NOUN 4t64gm83k04 11 2 models model NOUN 4t64gm83k04 11 3 use use VERB 4t64gm83k04 11 4 information information NOUN 4t64gm83k04 11 5 from from ADP 4t64gm83k04 11 6 smaller small ADJ 4t64gm83k04 11 7 scales scale NOUN 4t64gm83k04 11 8 to to PART 4t64gm83k04 11 9 correct correct VERB 4t64gm83k04 11 10 the the DET 4t64gm83k04 11 11 flow flow NOUN 4t64gm83k04 11 12 variables variable NOUN 4t64gm83k04 11 13 averaged average VERB 4t64gm83k04 11 14 over over ADP 4t64gm83k04 11 15 the the DET 4t64gm83k04 11 16 grid grid NOUN 4t64gm83k04 11 17 - - PUNCT 4t64gm83k04 11 18 scale scale NOUN 4t64gm83k04 11 19 . . PUNCT 4t64gm83k04 12 1 in in ADP 4t64gm83k04 12 2 this this DET 4t64gm83k04 12 3 dissertation dissertation NOUN 4t64gm83k04 12 4 , , PUNCT 4t64gm83k04 12 5 upscaled upscaled ADJ 4t64gm83k04 12 6 forms form NOUN 4t64gm83k04 12 7 of of ADP 4t64gm83k04 12 8 the the DET 4t64gm83k04 12 9 shallow shallow ADJ 4t64gm83k04 12 10 water water NOUN 4t64gm83k04 12 11 equations equation NOUN 4t64gm83k04 12 12 for for ADP 4t64gm83k04 12 13 storm storm NOUN 4t64gm83k04 12 14 surge surge NOUN 4t64gm83k04 12 15 modeling modeling NOUN 4t64gm83k04 12 16 are be AUX 4t64gm83k04 12 17 presented present VERB 4t64gm83k04 12 18 which which PRON 4t64gm83k04 12 19 include include VERB 4t64gm83k04 12 20 the the DET 4t64gm83k04 12 21 subgrid subgrid NOUN 4t64gm83k04 12 22 corrections correction NOUN 4t64gm83k04 12 23 . . PUNCT 4t64gm83k04 13 1 results result NOUN 4t64gm83k04 13 2 show show VERB 4t64gm83k04 13 3 that that SCONJ 4t64gm83k04 13 4 , , PUNCT 4t64gm83k04 13 5 for for ADP 4t64gm83k04 13 6 coarse coarse ADJ 4t64gm83k04 13 7 grids grid NOUN 4t64gm83k04 13 8 in in ADP 4t64gm83k04 13 9 complex complex ADJ 4t64gm83k04 13 10 geometries geometry NOUN 4t64gm83k04 13 11 , , PUNCT 4t64gm83k04 13 12 subgrid subgrid NOUN 4t64gm83k04 13 13 corrections correction NOUN 4t64gm83k04 13 14 significantly significantly ADV 4t64gm83k04 13 15 improve improve VERB 4t64gm83k04 13 16 model model NOUN 4t64gm83k04 13 17 accuracy accuracy NOUN 4t64gm83k04 13 18 when when SCONJ 4t64gm83k04 13 19 compared compare VERB 4t64gm83k04 13 20 to to ADP 4t64gm83k04 13 21 standard standard ADJ 4t64gm83k04 13 22 solutions solution NOUN 4t64gm83k04 13 23 . . PUNCT 4t64gm83k04 14 1 however however ADV 4t64gm83k04 14 2 , , PUNCT 4t64gm83k04 14 3 excessively excessively ADV 4t64gm83k04 14 4 coarse coarse ADJ 4t64gm83k04 14 5 grids grid NOUN 4t64gm83k04 14 6 can can AUX 4t64gm83k04 14 7 lead lead VERB 4t64gm83k04 14 8 to to ADP 4t64gm83k04 14 9 artificial artificial ADJ 4t64gm83k04 14 10 cross cross NOUN 4t64gm83k04 14 11 flows flow NOUN 4t64gm83k04 14 12 between between ADP 4t64gm83k04 14 13 hydrologically hydrologically ADV 4t64gm83k04 14 14 disconnected disconnected ADJ 4t64gm83k04 14 15 areas area NOUN 4t64gm83k04 14 16 separated separate VERB 4t64gm83k04 14 17 by by ADP 4t64gm83k04 14 18 barriers barrier NOUN 4t64gm83k04 14 19 smaller small ADJ 4t64gm83k04 14 20 than than ADP 4t64gm83k04 14 21 the the DET 4t64gm83k04 14 22 grid grid NOUN 4t64gm83k04 14 23 size size NOUN 4t64gm83k04 14 24 . . PUNCT 4t64gm83k04 15 1 an an DET 4t64gm83k04 15 2 approach approach NOUN 4t64gm83k04 15 3 based base VERB 4t64gm83k04 15 4 on on ADP 4t64gm83k04 15 5 introducing introduce VERB 4t64gm83k04 15 6 cell cell NOUN 4t64gm83k04 15 7 and and CCONJ 4t64gm83k04 15 8 edge edge NOUN 4t64gm83k04 15 9 clones clone NOUN 4t64gm83k04 15 10 , , PUNCT 4t64gm83k04 15 11 consisting consist VERB 4t64gm83k04 15 12 of of ADP 4t64gm83k04 15 13 connected connected ADJ 4t64gm83k04 15 14 groups group NOUN 4t64gm83k04 15 15 of of ADP 4t64gm83k04 15 16 pixels pixel NOUN 4t64gm83k04 15 17 in in ADP 4t64gm83k04 15 18 each each DET 4t64gm83k04 15 19 cell cell NOUN 4t64gm83k04 15 20 , , PUNCT 4t64gm83k04 15 21 is be AUX 4t64gm83k04 15 22 able able ADJ 4t64gm83k04 15 23 to to PART 4t64gm83k04 15 24 remove remove VERB 4t64gm83k04 15 25 such such ADJ 4t64gm83k04 15 26 artificial artificial ADJ 4t64gm83k04 15 27 cross cross NOUN 4t64gm83k04 15 28 flows flow NOUN 4t64gm83k04 15 29 . . PUNCT 4t64gm83k04 16 1 finally finally ADV 4t64gm83k04 16 2 , , PUNCT 4t64gm83k04 16 3 the the DET 4t64gm83k04 16 4 subgrid subgrid NOUN 4t64gm83k04 16 5 corrections correction NOUN 4t64gm83k04 16 6 are be AUX 4t64gm83k04 16 7 implemented implement VERB 4t64gm83k04 16 8 in in ADP 4t64gm83k04 16 9 a a DET 4t64gm83k04 16 10 widely widely ADV 4t64gm83k04 16 11 used use VERB 4t64gm83k04 16 12 storm storm NOUN 4t64gm83k04 16 13 surge surge NOUN 4t64gm83k04 16 14 model model NOUN 4t64gm83k04 16 15 . . PUNCT 4t64gm83k04 17 1 this this DET 4t64gm83k04 17 2 work work NOUN 4t64gm83k04 17 3 highlights highlight VERB 4t64gm83k04 17 4 how how SCONJ 4t64gm83k04 17 5 subgrid subgrid ADJ 4t64gm83k04 17 6 corrections correction NOUN 4t64gm83k04 17 7 can can AUX 4t64gm83k04 17 8 improve improve VERB 4t64gm83k04 17 9 the the DET 4t64gm83k04 17 10 accuracy accuracy NOUN 4t64gm83k04 17 11 of of ADP 4t64gm83k04 17 12 storm storm NOUN 4t64gm83k04 17 13 surge surge NOUN 4t64gm83k04 17 14 models model NOUN 4t64gm83k04 17 15 with with ADP 4t64gm83k04 17 16 minimum minimum ADJ 4t64gm83k04 17 17 additional additional ADJ 4t64gm83k04 17 18 computational computational ADJ 4t64gm83k04 17 19 cost cost NOUN 4t64gm83k04 17 20 . . PUNCT