id sid tid token lemma pos ajst-6048 1 1 academic academic ADJ ajst-6048 1 2 journal journal NOUN ajst-6048 1 3 of of ADP ajst-6048 1 4 science science NOUN ajst-6048 1 5 and and CCONJ ajst-6048 1 6 technology technology NOUN ajst-6048 1 7 issn issn NOUN ajst-6048 1 8 : : PUNCT ajst-6048 1 9 2771 2771 NUM ajst-6048 1 10 - - SYM ajst-6048 1 11 3032 3032 NUM ajst-6048 1 12 | | NOUN ajst-6048 1 13 vol vol NOUN ajst-6048 1 14 . . PROPN ajst-6048 2 1 5 5 NUM ajst-6048 2 2 , , PUNCT ajst-6048 2 3 no no INTJ ajst-6048 2 4 . . NOUN ajst-6048 2 5 2 2 NUM ajst-6048 2 6 , , PUNCT ajst-6048 2 7 2023 2023 NUM ajst-6048 2 8 56 56 NUM ajst-6048 2 9 study study NOUN ajst-6048 2 10 on on ADP ajst-6048 2 11 rainy rainy ADJ ajst-6048 2 12 weather weather NOUN ajst-6048 2 13 situation situation NOUN ajst-6048 2 14 of of ADP ajst-6048 2 15 highway highway NOUN ajst-6048 2 16 based base VERB ajst-6048 2 17 on on ADP ajst-6048 2 18 historical historical ADJ ajst-6048 2 19 rainfall rainfall NOUN ajst-6048 2 20 classification classification NOUN ajst-6048 2 21 xin xin PROPN ajst-6048 2 22 zhang1 zhang1 PROPN ajst-6048 2 23 , , PUNCT ajst-6048 2 24 * * SYM ajst-6048 2 25 1 1 NUM ajst-6048 2 26 school school NOUN ajst-6048 2 27 of of ADP ajst-6048 2 28 traffic traffic NOUN ajst-6048 2 29 and and CCONJ ajst-6048 2 30 transportation transportation NOUN ajst-6048 2 31 , , PUNCT ajst-6048 2 32 chongqing chongqing PROPN ajst-6048 2 33 jiaotong jiaotong PROPN ajst-6048 2 34 university university PROPN ajst-6048 2 35 , , PUNCT ajst-6048 2 36 chongqing chongqe VERB ajst-6048 2 37 400074 400074 NUM ajst-6048 2 38 , , PUNCT ajst-6048 2 39 china china PROPN ajst-6048 2 40 * * PUNCT ajst-6048 2 41 corresponding correspond VERB ajst-6048 2 42 author author NOUN ajst-6048 2 43 : : PUNCT ajst-6048 2 44 xin xin PROPN ajst-6048 2 45 zhang zhang PROPN ajst-6048 2 46 ( ( PUNCT ajst-6048 2 47 email email NOUN ajst-6048 2 48 : : PUNCT ajst-6048 2 49 zhang_xin_0824@163.com zhang_xin_0824@163.com X ajst-6048 2 50 ) ) PUNCT ajst-6048 3 1 abstract abstract NOUN ajst-6048 3 2 : : PUNCT ajst-6048 3 3 the the DET ajst-6048 3 4 traffic traffic NOUN ajst-6048 3 5 system system NOUN ajst-6048 3 6 consists consist VERB ajst-6048 3 7 of of ADP ajst-6048 3 8 people people NOUN ajst-6048 3 9 , , PUNCT ajst-6048 3 10 vehicles vehicle NOUN ajst-6048 3 11 and and CCONJ ajst-6048 3 12 roads road NOUN ajst-6048 3 13 , , PUNCT ajst-6048 3 14 as as ADV ajst-6048 3 15 well well ADV ajst-6048 3 16 as as ADP ajst-6048 3 17 the the DET ajst-6048 3 18 environment environment NOUN ajst-6048 3 19 around around ADP ajst-6048 3 20 the the DET ajst-6048 3 21 road road NOUN ajst-6048 3 22 during during ADP ajst-6048 3 23 driving drive VERB ajst-6048 3 24 . . PUNCT ajst-6048 4 1 weather weather NOUN ajst-6048 4 2 has have AUX ajst-6048 4 3 always always ADV ajst-6048 4 4 been be AUX ajst-6048 4 5 an an DET ajst-6048 4 6 important important ADJ ajst-6048 4 7 factor factor NOUN ajst-6048 4 8 that that PRON ajst-6048 4 9 can can AUX ajst-6048 4 10 not not PART ajst-6048 4 11 be be AUX ajst-6048 4 12 ignored ignore VERB ajst-6048 4 13 along along ADP ajst-6048 4 14 with with ADP ajst-6048 4 15 the the DET ajst-6048 4 16 highway highway NOUN ajst-6048 4 17 . . PUNCT ajst-6048 5 1 good good ADJ ajst-6048 5 2 weather weather NOUN ajst-6048 5 3 will will AUX ajst-6048 5 4 bring bring VERB ajst-6048 5 5 good good ADJ ajst-6048 5 6 vision vision NOUN ajst-6048 5 7 conditions condition NOUN ajst-6048 5 8 and and CCONJ ajst-6048 5 9 psychological psychological ADJ ajst-6048 5 10 conditions condition NOUN ajst-6048 5 11 to to ADP ajst-6048 5 12 drivers driver NOUN ajst-6048 5 13 , , PUNCT ajst-6048 5 14 while while SCONJ ajst-6048 5 15 bad bad ADJ ajst-6048 5 16 weather weather NOUN ajst-6048 5 17 conditions condition NOUN ajst-6048 5 18 will will AUX ajst-6048 5 19 directly directly ADV ajst-6048 5 20 or or CCONJ ajst-6048 5 21 indirectly indirectly ADV ajst-6048 5 22 affect affect VERB ajst-6048 5 23 the the DET ajst-6048 5 24 driver driver NOUN ajst-6048 5 25 's 's PART ajst-6048 5 26 operation operation NOUN ajst-6048 5 27 or or CCONJ ajst-6048 5 28 vehicle vehicle NOUN ajst-6048 5 29 power power NOUN ajst-6048 5 30 performance performance NOUN ajst-6048 5 31 . . PUNCT ajst-6048 6 1 as as ADP ajst-6048 6 2 one one NUM ajst-6048 6 3 of of ADP ajst-6048 6 4 the the DET ajst-6048 6 5 most most ADV ajst-6048 6 6 common common ADJ ajst-6048 6 7 weather weather NOUN ajst-6048 6 8 , , PUNCT ajst-6048 6 9 many many ADJ ajst-6048 6 10 people people NOUN ajst-6048 6 11 neglect neglect VERB ajst-6048 6 12 the the DET ajst-6048 6 13 harm harm NOUN ajst-6048 6 14 of of ADP ajst-6048 6 15 rainy rainy ADJ ajst-6048 6 16 days day NOUN ajst-6048 6 17 to to ADP ajst-6048 6 18 highway highway NOUN ajst-6048 6 19 driving driving NOUN ajst-6048 6 20 safety safety NOUN ajst-6048 6 21 . . PUNCT ajst-6048 7 1 when when SCONJ ajst-6048 7 2 the the DET ajst-6048 7 3 rain rain NOUN ajst-6048 7 4 reaches reach VERB ajst-6048 7 5 a a DET ajst-6048 7 6 certain certain ADJ ajst-6048 7 7 level level NOUN ajst-6048 7 8 , , PUNCT ajst-6048 7 9 it it PRON ajst-6048 7 10 will will AUX ajst-6048 7 11 lead lead VERB ajst-6048 7 12 to to ADP ajst-6048 7 13 water water NOUN ajst-6048 7 14 on on ADP ajst-6048 7 15 the the DET ajst-6048 7 16 road road NOUN ajst-6048 7 17 surface surface NOUN ajst-6048 7 18 and and CCONJ ajst-6048 7 19 reduce reduce VERB ajst-6048 7 20 the the DET ajst-6048 7 21 friction friction NOUN ajst-6048 7 22 coefficient coefficient NOUN ajst-6048 7 23 of of ADP ajst-6048 7 24 the the DET ajst-6048 7 25 road road NOUN ajst-6048 7 26 surface surface NOUN ajst-6048 7 27 . . PUNCT ajst-6048 8 1 if if SCONJ ajst-6048 8 2 the the DET ajst-6048 8 3 driver driver NOUN ajst-6048 8 4 drives drive VERB ajst-6048 8 5 too too ADV ajst-6048 8 6 fast fast ADV ajst-6048 8 7 at at ADP ajst-6048 8 8 this this DET ajst-6048 8 9 time time NOUN ajst-6048 8 10 , , PUNCT ajst-6048 8 11 it it PRON ajst-6048 8 12 will will AUX ajst-6048 8 13 be be AUX ajst-6048 8 14 more more ADV ajst-6048 8 15 prone prone ADJ ajst-6048 8 16 to to ADP ajst-6048 8 17 deviation deviation NOUN ajst-6048 8 18 . . PUNCT ajst-6048 9 1 when when SCONJ ajst-6048 9 2 it it PRON ajst-6048 9 3 reaches reach VERB ajst-6048 9 4 extremely extremely ADV ajst-6048 9 5 bad bad ADJ ajst-6048 9 6 conditions condition NOUN ajst-6048 9 7 , , PUNCT ajst-6048 9 8 it it PRON ajst-6048 9 9 can can AUX ajst-6048 9 10 even even ADV ajst-6048 9 11 destroy destroy VERB ajst-6048 9 12 the the DET ajst-6048 9 13 subgrade subgrade NOUN ajst-6048 9 14 and and CCONJ ajst-6048 9 15 pavement pavement NOUN ajst-6048 9 16 , , PUNCT ajst-6048 9 17 which which PRON ajst-6048 9 18 directly directly ADV ajst-6048 9 19 causes cause VERB ajst-6048 9 20 immeasurable immeasurable ADJ ajst-6048 9 21 safety safety NOUN ajst-6048 9 22 hazards hazard NOUN ajst-6048 9 23 . . PUNCT ajst-6048 10 1 based base VERB ajst-6048 10 2 on on ADP ajst-6048 10 3 the the DET ajst-6048 10 4 rainfall rainfall NOUN ajst-6048 10 5 data datum NOUN ajst-6048 10 6 corresponding correspond VERB ajst-6048 10 7 to to ADP ajst-6048 10 8 the the DET ajst-6048 10 9 rainfall rainfall NOUN ajst-6048 10 10 events event NOUN ajst-6048 10 11 in in ADP ajst-6048 10 12 the the DET ajst-6048 10 13 traffic traffic NOUN ajst-6048 10 14 environment environment NOUN ajst-6048 10 15 in in ADP ajst-6048 10 16 the the DET ajst-6048 10 17 past past ADJ ajst-6048 10 18 few few ADJ ajst-6048 10 19 years year NOUN ajst-6048 10 20 , , PUNCT ajst-6048 10 21 this this DET ajst-6048 10 22 paper paper NOUN ajst-6048 10 23 proposes propose VERB ajst-6048 10 24 a a DET ajst-6048 10 25 research research NOUN ajst-6048 10 26 method method NOUN ajst-6048 10 27 for for ADP ajst-6048 10 28 the the DET ajst-6048 10 29 characteristics characteristic NOUN ajst-6048 10 30 of of ADP ajst-6048 10 31 rainy rainy ADJ ajst-6048 10 32 days day NOUN ajst-6048 10 33 , , PUNCT ajst-6048 10 34 which which PRON ajst-6048 10 35 uses use VERB ajst-6048 10 36 the the DET ajst-6048 10 37 fuzzy fuzzy ADJ ajst-6048 10 38 recognition recognition NOUN ajst-6048 10 39 method method NOUN ajst-6048 10 40 to to PART ajst-6048 10 41 classify classify VERB ajst-6048 10 42 the the DET ajst-6048 10 43 rainfall rainfall NOUN ajst-6048 10 44 types type NOUN ajst-6048 10 45 of of ADP ajst-6048 10 46 rainy rainy ADJ ajst-6048 10 47 days day NOUN ajst-6048 10 48 , , PUNCT ajst-6048 10 49 to to PART ajst-6048 10 50 study study VERB ajst-6048 10 51 the the DET ajst-6048 10 52 development development NOUN ajst-6048 10 53 trend trend NOUN ajst-6048 10 54 of of ADP ajst-6048 10 55 rainy rainy ADJ ajst-6048 10 56 days day NOUN ajst-6048 10 57 . . PUNCT ajst-6048 11 1 after after ADP ajst-6048 11 2 obtaining obtain VERB ajst-6048 11 3 the the DET ajst-6048 11 4 development development NOUN ajst-6048 11 5 trend trend NOUN ajst-6048 11 6 function function NOUN ajst-6048 11 7 of of ADP ajst-6048 11 8 the the DET ajst-6048 11 9 historical historical ADJ ajst-6048 11 10 type type NOUN ajst-6048 11 11 of of ADP ajst-6048 11 12 rainy rainy ADJ ajst-6048 11 13 days day NOUN ajst-6048 11 14 , , PUNCT ajst-6048 11 15 we we PRON ajst-6048 11 16 can can AUX ajst-6048 11 17 determine determine VERB ajst-6048 11 18 the the DET ajst-6048 11 19 type type NOUN ajst-6048 11 20 of of ADP ajst-6048 11 21 the the DET ajst-6048 11 22 rainy rainy ADJ ajst-6048 11 23 day day NOUN ajst-6048 11 24 event event NOUN ajst-6048 11 25 and and CCONJ ajst-6048 11 26 the the DET ajst-6048 11 27 specific specific ADJ ajst-6048 11 28 time time NOUN ajst-6048 11 29 period period NOUN ajst-6048 11 30 of of ADP ajst-6048 11 31 the the DET ajst-6048 11 32 type type NOUN ajst-6048 11 33 by by ADP ajst-6048 11 34 comparing compare VERB ajst-6048 11 35 the the DET ajst-6048 11 36 closeness closeness NOUN ajst-6048 11 37 of of ADP ajst-6048 11 38 the the DET ajst-6048 11 39 function function NOUN ajst-6048 11 40 of of ADP ajst-6048 11 41 the the DET ajst-6048 11 42 current current ADJ ajst-6048 11 43 observation observation NOUN ajst-6048 11 44 value value NOUN ajst-6048 11 45 with with ADP ajst-6048 11 46 time time NOUN ajst-6048 11 47 and and CCONJ ajst-6048 11 48 the the DET ajst-6048 11 49 historical historical ADJ ajst-6048 11 50 function function NOUN ajst-6048 11 51 , , PUNCT ajst-6048 11 52 so so SCONJ ajst-6048 11 53 as as SCONJ ajst-6048 11 54 to to PART ajst-6048 11 55 achieve achieve VERB ajst-6048 11 56 the the DET ajst-6048 11 57 purpose purpose NOUN ajst-6048 11 58 of of ADP ajst-6048 11 59 forecasting forecast VERB ajst-6048 11 60 the the DET ajst-6048 11 61 development development NOUN ajst-6048 11 62 trend trend NOUN ajst-6048 11 63 of of ADP ajst-6048 11 64 the the DET ajst-6048 11 65 current current ADJ ajst-6048 11 66 weather weather NOUN ajst-6048 11 67 event event NOUN ajst-6048 11 68 . . PUNCT ajst-6048 12 1 taking take VERB ajst-6048 12 2 the the DET ajst-6048 12 3 change change NOUN ajst-6048 12 4 rate rate NOUN ajst-6048 12 5 of of ADP ajst-6048 12 6 rainfall rainfall NOUN ajst-6048 12 7 change change NOUN ajst-6048 12 8 as as ADP ajst-6048 12 9 the the DET ajst-6048 12 10 characteristic characteristic ADJ ajst-6048 12 11 function function NOUN ajst-6048 12 12 , , PUNCT ajst-6048 12 13 we we PRON ajst-6048 12 14 can can AUX ajst-6048 12 15 further far ADV ajst-6048 12 16 quantify quantify VERB ajst-6048 12 17 the the DET ajst-6048 12 18 change change NOUN ajst-6048 12 19 range range NOUN ajst-6048 12 20 of of ADP ajst-6048 12 21 rainfall rainfall NOUN ajst-6048 12 22 , , PUNCT ajst-6048 12 23 the the DET ajst-6048 12 24 key key ADJ ajst-6048 12 25 indicator indicator NOUN ajst-6048 12 26 representing represent VERB ajst-6048 12 27 the the DET ajst-6048 12 28 intensity intensity NOUN ajst-6048 12 29 of of ADP ajst-6048 12 30 rainy rainy ADJ ajst-6048 12 31 days day NOUN ajst-6048 12 32 . . PUNCT ajst-6048 13 1 this this DET ajst-6048 13 2 strategy strategy NOUN ajst-6048 13 3 model model NOUN ajst-6048 13 4 is be AUX ajst-6048 13 5 applied apply VERB ajst-6048 13 6 to to ADP ajst-6048 13 7 expressway expressway NOUN ajst-6048 13 8 speed speed NOUN ajst-6048 13 9 management management NOUN ajst-6048 13 10 , , PUNCT ajst-6048 13 11 which which PRON ajst-6048 13 12 can can AUX ajst-6048 13 13 provide provide VERB ajst-6048 13 14 a a DET ajst-6048 13 15 good good ADJ ajst-6048 13 16 reference reference NOUN ajst-6048 13 17 for for ADP ajst-6048 13 18 traffic traffic NOUN ajst-6048 13 19 managers manager NOUN ajst-6048 13 20 to to PART ajst-6048 13 21 make make VERB ajst-6048 13 22 speed speed NOUN ajst-6048 13 23 limit limit NOUN ajst-6048 13 24 decisions decision NOUN ajst-6048 13 25 , , PUNCT ajst-6048 13 26 and and CCONJ ajst-6048 13 27 can can AUX ajst-6048 13 28 clearly clearly ADV ajst-6048 13 29 decide decide VERB ajst-6048 13 30 when when SCONJ ajst-6048 13 31 to to PART ajst-6048 13 32 cancel cancel VERB ajst-6048 13 33 the the DET ajst-6048 13 34 speed speed NOUN ajst-6048 13 35 limit limit NOUN ajst-6048 13 36 strategy strategy NOUN ajst-6048 13 37 or or CCONJ ajst-6048 13 38 upgrade upgrade VERB ajst-6048 13 39 to to ADP ajst-6048 13 40 the the DET ajst-6048 13 41 road road NOUN ajst-6048 13 42 closure closure NOUN ajst-6048 13 43 strategy strategy NOUN ajst-6048 13 44 . . PUNCT ajst-6048 14 1 keywords keyword NOUN ajst-6048 14 2 : : PUNCT ajst-6048 15 1 highway highway NOUN ajst-6048 15 2 , , PUNCT ajst-6048 15 3 rainy rainy ADJ ajst-6048 15 4 weather weather NOUN ajst-6048 15 5 forecast forecast NOUN ajst-6048 15 6 , , PUNCT ajst-6048 15 7 fuzzy fuzzy ADJ ajst-6048 15 8 recognition recognition NOUN ajst-6048 15 9 . . PUNCT ajst-6048 16 1 1 1 X ajst-6048 16 2 . . X ajst-6048 16 3 introduction introduction NOUN ajst-6048 16 4 since since SCONJ ajst-6048 16 5 the the DET ajst-6048 16 6 21st 21st ADJ ajst-6048 16 7 century century NOUN ajst-6048 16 8 , , PUNCT ajst-6048 16 9 with with ADP ajst-6048 16 10 the the DET ajst-6048 16 11 rapid rapid ADJ ajst-6048 16 12 economic economic ADJ ajst-6048 16 13 development development NOUN ajst-6048 16 14 of of ADP ajst-6048 16 15 countries country NOUN ajst-6048 16 16 around around ADP ajst-6048 16 17 the the DET ajst-6048 16 18 world world NOUN ajst-6048 16 19 , , PUNCT ajst-6048 16 20 the the DET ajst-6048 16 21 construction construction NOUN ajst-6048 16 22 of of ADP ajst-6048 16 23 expressways expressway NOUN ajst-6048 16 24 has have AUX ajst-6048 16 25 also also ADV ajst-6048 16 26 been be AUX ajst-6048 16 27 rapidly rapidly ADV ajst-6048 16 28 constructed construct VERB ajst-6048 16 29 . . PUNCT ajst-6048 17 1 the the DET ajst-6048 17 2 coverage coverage NOUN ajst-6048 17 3 of of ADP ajst-6048 17 4 expressways expressway NOUN ajst-6048 17 5 in in ADP ajst-6048 17 6 some some DET ajst-6048 17 7 countries country NOUN ajst-6048 17 8 has have AUX ajst-6048 17 9 already already ADV ajst-6048 17 10 reached reach VERB ajst-6048 17 11 half half NOUN ajst-6048 17 12 of of ADP ajst-6048 17 13 the the DET ajst-6048 17 14 national national ADJ ajst-6048 17 15 territory territory NOUN ajst-6048 17 16 . . PUNCT ajst-6048 18 1 the the DET ajst-6048 18 2 increase increase NOUN ajst-6048 18 3 of of ADP ajst-6048 18 4 expressway expressway NOUN ajst-6048 18 5 mileage mileage NOUN ajst-6048 18 6 means mean VERB ajst-6048 18 7 that that SCONJ ajst-6048 18 8 the the DET ajst-6048 18 9 whole whole ADJ ajst-6048 18 10 road road NOUN ajst-6048 18 11 network network NOUN ajst-6048 18 12 system system NOUN ajst-6048 18 13 will will AUX ajst-6048 18 14 also also ADV ajst-6048 18 15 span span VERB ajst-6048 18 16 more more ADJ ajst-6048 18 17 areas area NOUN ajst-6048 18 18 . . PUNCT ajst-6048 19 1 for for ADP ajst-6048 19 2 some some DET ajst-6048 19 3 countries country NOUN ajst-6048 19 4 with with ADP ajst-6048 19 5 large large ADJ ajst-6048 19 6 territory territory NOUN ajst-6048 19 7 , , PUNCT ajst-6048 19 8 such such DET ajst-6048 19 9 a a DET ajst-6048 19 10 state state NOUN ajst-6048 19 11 will will AUX ajst-6048 19 12 inevitably inevitably ADV ajst-6048 19 13 lead lead VERB ajst-6048 19 14 to to ADP ajst-6048 19 15 the the DET ajst-6048 19 16 expressway expressway NOUN ajst-6048 19 17 being be AUX ajst-6048 19 18 covered cover VERB ajst-6048 19 19 by by ADP ajst-6048 19 20 a a DET ajst-6048 19 21 variety variety NOUN ajst-6048 19 22 of of ADP ajst-6048 19 23 meteorological meteorological ADJ ajst-6048 19 24 environments environment NOUN ajst-6048 19 25 . . PUNCT ajst-6048 20 1 as as ADP ajst-6048 20 2 one one NUM ajst-6048 20 3 of of ADP ajst-6048 20 4 the the DET ajst-6048 20 5 most most ADV ajst-6048 20 6 common common ADJ ajst-6048 20 7 weather weather NOUN ajst-6048 20 8 phenomena phenomenon NOUN ajst-6048 20 9 , , PUNCT ajst-6048 20 10 rainy rainy ADJ ajst-6048 20 11 days day NOUN ajst-6048 20 12 will will AUX ajst-6048 20 13 not not PART ajst-6048 20 14 affect affect VERB ajst-6048 20 15 the the DET ajst-6048 20 16 traffic traffic NOUN ajst-6048 20 17 of of ADP ajst-6048 20 18 expressway expressway NOUN ajst-6048 20 19 when when SCONJ ajst-6048 20 20 the the DET ajst-6048 20 21 intensity intensity NOUN ajst-6048 20 22 is be AUX ajst-6048 20 23 light light ADJ ajst-6048 20 24 . . PUNCT ajst-6048 21 1 if if SCONJ ajst-6048 21 2 it it PRON ajst-6048 21 3 reaches reach VERB ajst-6048 21 4 a a DET ajst-6048 21 5 certain certain ADJ ajst-6048 21 6 intensity intensity NOUN ajst-6048 21 7 , , PUNCT ajst-6048 21 8 it it PRON ajst-6048 21 9 will will AUX ajst-6048 21 10 lead lead VERB ajst-6048 21 11 to to ADP ajst-6048 21 12 a a DET ajst-6048 21 13 sharp sharp ADJ ajst-6048 21 14 increase increase NOUN ajst-6048 21 15 in in ADP ajst-6048 21 16 the the DET ajst-6048 21 17 probability probability NOUN ajst-6048 21 18 of of ADP ajst-6048 21 19 traffic traffic NOUN ajst-6048 21 20 accidents accident NOUN ajst-6048 21 21 . . PUNCT ajst-6048 22 1 especially especially ADV ajst-6048 22 2 for for ADP ajst-6048 22 3 china china PROPN ajst-6048 22 4 , , PUNCT ajst-6048 22 5 china china PROPN ajst-6048 22 6 has have VERB ajst-6048 22 7 a a DET ajst-6048 22 8 vast vast ADJ ajst-6048 22 9 territory territory NOUN ajst-6048 22 10 and and CCONJ ajst-6048 22 11 a a DET ajst-6048 22 12 large large ADJ ajst-6048 22 13 terrain terrain NOUN ajst-6048 22 14 span span NOUN ajst-6048 22 15 . . PUNCT ajst-6048 23 1 although although SCONJ ajst-6048 23 2 it it PRON ajst-6048 23 3 is be AUX ajst-6048 23 4 a a DET ajst-6048 23 5 country country NOUN ajst-6048 23 6 , , PUNCT ajst-6048 23 7 highways highway NOUN ajst-6048 23 8 in in ADP ajst-6048 23 9 different different ADJ ajst-6048 23 10 places place NOUN ajst-6048 23 11 face face VERB ajst-6048 23 12 different different ADJ ajst-6048 23 13 types type NOUN ajst-6048 23 14 of of ADP ajst-6048 23 15 meteorological meteorological ADJ ajst-6048 23 16 disaster disaster NOUN ajst-6048 23 17 risks risk NOUN ajst-6048 23 18 . . PUNCT ajst-6048 24 1 in in ADP ajst-6048 24 2 addition addition NOUN ajst-6048 24 3 , , PUNCT ajst-6048 24 4 china china PROPN ajst-6048 24 5 's 's PART ajst-6048 24 6 construction construction NOUN ajst-6048 24 7 capacity capacity NOUN ajst-6048 24 8 has have AUX ajst-6048 24 9 become become VERB ajst-6048 24 10 more more ADV ajst-6048 24 11 and and CCONJ ajst-6048 24 12 more more ADV ajst-6048 24 13 powerful powerful ADJ ajst-6048 24 14 with with ADP ajst-6048 24 15 the the DET ajst-6048 24 16 development development NOUN ajst-6048 24 17 of of ADP ajst-6048 24 18 social social ADJ ajst-6048 24 19 economy economy NOUN ajst-6048 24 20 in in ADP ajst-6048 24 21 recent recent ADJ ajst-6048 24 22 years year NOUN ajst-6048 24 23 , , PUNCT ajst-6048 24 24 and and CCONJ ajst-6048 24 25 the the DET ajst-6048 24 26 total total ADJ ajst-6048 24 27 mileage mileage NOUN ajst-6048 24 28 of of ADP ajst-6048 24 29 expressways expressway NOUN ajst-6048 24 30 across across ADP ajst-6048 24 31 the the DET ajst-6048 24 32 country country NOUN ajst-6048 24 33 has have AUX ajst-6048 24 34 continued continue VERB ajst-6048 24 35 to to PART ajst-6048 24 36 rise rise VERB ajst-6048 24 37 , , PUNCT ajst-6048 24 38 reaching reach VERB ajst-6048 24 39 169100 169100 NUM ajst-6048 24 40 kilometers kilometer NOUN ajst-6048 24 41 by by ADP ajst-6048 24 42 2021 2021 NUM ajst-6048 24 43 . . PUNCT ajst-6048 25 1 how how SCONJ ajst-6048 25 2 to to PART ajst-6048 25 3 reduce reduce VERB ajst-6048 25 4 the the DET ajst-6048 25 5 impact impact NOUN ajst-6048 25 6 of of ADP ajst-6048 25 7 rain rain NOUN ajst-6048 25 8 on on ADP ajst-6048 25 9 highway highway NOUN ajst-6048 25 10 traffic traffic NOUN ajst-6048 25 11 safety safety NOUN ajst-6048 25 12 is be AUX ajst-6048 25 13 a a DET ajst-6048 25 14 long long ADJ ajst-6048 25 15 - - PUNCT ajst-6048 25 16 term term NOUN ajst-6048 25 17 research research NOUN ajst-6048 25 18 content content NOUN ajst-6048 25 19 in in ADP ajst-6048 25 20 the the DET ajst-6048 25 21 field field NOUN ajst-6048 25 22 of of ADP ajst-6048 25 23 transportation transportation NOUN ajst-6048 25 24 . . PUNCT ajst-6048 26 1 from from ADP ajst-6048 26 2 a a DET ajst-6048 26 3 macro macro ADJ ajst-6048 26 4 perspective perspective NOUN ajst-6048 26 5 , , PUNCT ajst-6048 26 6 some some DET ajst-6048 26 7 scholars scholar NOUN ajst-6048 26 8 analyzed analyze VERB ajst-6048 26 9 and and CCONJ ajst-6048 26 10 explored explore VERB ajst-6048 26 11 people people NOUN ajst-6048 26 12 's 's PART ajst-6048 26 13 willingness willingness NOUN ajst-6048 26 14 to to PART ajst-6048 26 15 travel travel VERB ajst-6048 26 16 , , PUNCT ajst-6048 26 17 choice choice NOUN ajst-6048 26 18 of of ADP ajst-6048 26 19 travel travel NOUN ajst-6048 26 20 mode mode NOUN ajst-6048 26 21 , , PUNCT ajst-6048 26 22 expected expect VERB ajst-6048 26 23 speed speed NOUN ajst-6048 26 24 of of ADP ajst-6048 26 25 drivers driver NOUN ajst-6048 26 26 , , PUNCT ajst-6048 26 27 and and CCONJ ajst-6048 26 28 probability probability NOUN ajst-6048 26 29 of of ADP ajst-6048 26 30 compliance compliance NOUN ajst-6048 26 31 with with ADP ajst-6048 26 32 traffic traffic NOUN ajst-6048 26 33 speed speed NOUN ajst-6048 26 34 limit limit NOUN ajst-6048 26 35 measures measure NOUN ajst-6048 26 36 under under ADP ajst-6048 26 37 different different ADJ ajst-6048 26 38 weather weather NOUN ajst-6048 26 39 conditions condition NOUN ajst-6048 26 40 . . PUNCT ajst-6048 27 1 some some DET ajst-6048 27 2 scholars scholar NOUN ajst-6048 27 3 have have AUX ajst-6048 27 4 also also ADV ajst-6048 27 5 carried carry VERB ajst-6048 27 6 out out ADP ajst-6048 27 7 the the DET ajst-6048 27 8 safety safety NOUN ajst-6048 27 9 research research NOUN ajst-6048 27 10 of of ADP ajst-6048 27 11 expressway expressway NOUN ajst-6048 27 12 in in ADP ajst-6048 27 13 rainy rainy ADJ ajst-6048 27 14 days day NOUN ajst-6048 27 15 from from ADP ajst-6048 27 16 the the DET ajst-6048 27 17 microperspective microperspective NOUN ajst-6048 27 18 of of ADP ajst-6048 27 19 the the DET ajst-6048 27 20 reduction reduction NOUN ajst-6048 27 21 of of ADP ajst-6048 27 22 friction friction NOUN ajst-6048 27 23 factors factor NOUN ajst-6048 27 24 on on ADP ajst-6048 27 25 the the DET ajst-6048 27 26 pavement pavement NOUN ajst-6048 27 27 of of ADP ajst-6048 27 28 expressway expressway NOUN ajst-6048 27 29 in in ADP ajst-6048 27 30 rainy rainy ADJ ajst-6048 27 31 days day NOUN ajst-6048 27 32 and and CCONJ ajst-6048 27 33 the the DET ajst-6048 27 34 reduction reduction NOUN ajst-6048 27 35 of of ADP ajst-6048 27 36 reaction reaction NOUN ajst-6048 27 37 ability ability NOUN ajst-6048 27 38 caused cause VERB ajst-6048 27 39 by by ADP ajst-6048 27 40 the the DET ajst-6048 27 41 obstruction obstruction NOUN ajst-6048 27 42 of of ADP ajst-6048 27 43 driver driver NOUN ajst-6048 27 44 's 's PART ajst-6048 27 45 vision vision NOUN ajst-6048 27 46 . . PUNCT ajst-6048 28 1 aguilar aguilar PROPN ajst-6048 28 2 et et PROPN ajst-6048 28 3 al al PROPN ajst-6048 28 4 . . PUNCT ajst-6048 29 1 [ [ X ajst-6048 29 2 1 1 X ajst-6048 29 3 ] ] PUNCT ajst-6048 29 4 used use VERB ajst-6048 29 5 the the DET ajst-6048 29 6 collision collision NOUN ajst-6048 29 7 data datum NOUN ajst-6048 29 8 of of ADP ajst-6048 29 9 interstate interstate ADJ ajst-6048 29 10 highways highway NOUN ajst-6048 29 11 to to PART ajst-6048 29 12 explore explore VERB ajst-6048 29 13 the the DET ajst-6048 29 14 factors factor NOUN ajst-6048 29 15 affecting affect VERB ajst-6048 29 16 the the DET ajst-6048 29 17 collision collision NOUN ajst-6048 29 18 frequency frequency NOUN ajst-6048 29 19 , , PUNCT ajst-6048 29 20 with with ADP ajst-6048 29 21 the the DET ajst-6048 29 22 focus focus NOUN ajst-6048 29 23 on on ADP ajst-6048 29 24 the the DET ajst-6048 29 25 impact impact NOUN ajst-6048 29 26 of of ADP ajst-6048 29 27 weather weather NOUN ajst-6048 29 28 ( ( PUNCT ajst-6048 29 29 precipitation precipitation NOUN ajst-6048 29 30 , , PUNCT ajst-6048 29 31 wind wind NOUN ajst-6048 29 32 , , PUNCT ajst-6048 29 33 etc etc X ajst-6048 29 34 . . X ajst-6048 29 35 ) ) PUNCT ajst-6048 29 36 . . PUNCT ajst-6048 30 1 the the DET ajst-6048 30 2 negative negative ADJ ajst-6048 30 3 binomial binomial ADJ ajst-6048 30 4 model model NOUN ajst-6048 30 5 with with ADP ajst-6048 30 6 random random ADJ ajst-6048 30 7 parameters parameter NOUN ajst-6048 30 8 is be AUX ajst-6048 30 9 used use VERB ajst-6048 30 10 to to PART ajst-6048 30 11 check check VERB ajst-6048 30 12 the the DET ajst-6048 30 13 influence influence NOUN ajst-6048 30 14 of of ADP ajst-6048 30 15 the the DET ajst-6048 30 16 above above ADJ ajst-6048 30 17 variables variable NOUN ajst-6048 30 18 on on ADP ajst-6048 30 19 the the DET ajst-6048 30 20 accident accident NOUN ajst-6048 30 21 frequency frequency NOUN ajst-6048 30 22 . . PUNCT ajst-6048 31 1 joshua joshua PROPN ajst-6048 31 2 et et PROPN ajst-6048 31 3 al al PROPN ajst-6048 31 4 . . PUNCT ajst-6048 32 1 [ [ X ajst-6048 32 2 2 2 X ajst-6048 32 3 ] ] PUNCT ajst-6048 32 4 showed show VERB ajst-6048 32 5 that that SCONJ ajst-6048 32 6 rainfall rainfall NOUN ajst-6048 32 7 intensity intensity NOUN ajst-6048 32 8 has have VERB ajst-6048 32 9 a a DET ajst-6048 32 10 great great ADJ ajst-6048 32 11 impact impact NOUN ajst-6048 32 12 on on ADP ajst-6048 32 13 the the DET ajst-6048 32 14 traffic traffic NOUN ajst-6048 32 15 capacity capacity NOUN ajst-6048 32 16 of of ADP ajst-6048 32 17 the the DET ajst-6048 32 18 bottleneck bottleneck NOUN ajst-6048 32 19 section section NOUN ajst-6048 32 20 of of ADP ajst-6048 32 21 the the DET ajst-6048 32 22 expressway expressway NOUN ajst-6048 32 23 . . PUNCT ajst-6048 33 1 soyoung soyoung PROPN ajst-6048 33 2 et et PROPN ajst-6048 33 3 al al PROPN ajst-6048 33 4 . . PUNCT ajst-6048 34 1 [ [ X ajst-6048 34 2 3 3 X ajst-6048 34 3 ] ] PUNCT ajst-6048 34 4 verified verify VERB ajst-6048 34 5 the the DET ajst-6048 34 6 impact impact NOUN ajst-6048 34 7 of of ADP ajst-6048 34 8 rainy rainy ADJ ajst-6048 34 9 weather weather NOUN ajst-6048 34 10 conditions condition NOUN ajst-6048 34 11 on on ADP ajst-6048 34 12 traffic traffic NOUN ajst-6048 34 13 operation operation NOUN ajst-6048 34 14 , , PUNCT ajst-6048 34 15 accident accident NOUN ajst-6048 34 16 frequency frequency NOUN ajst-6048 34 17 and and CCONJ ajst-6048 34 18 accident accident NOUN ajst-6048 34 19 severity severity NOUN ajst-6048 34 20 through through ADP ajst-6048 34 21 microscopic microscopic ADJ ajst-6048 34 22 simulation simulation NOUN ajst-6048 34 23 modeling modeling NOUN ajst-6048 34 24 . . PUNCT ajst-6048 35 1 oluyemi oluyemi ADV ajst-6048 35 2 et et PROPN ajst-6048 35 3 al al PROPN ajst-6048 35 4 . . PUNCT ajst-6048 36 1 [ [ X ajst-6048 36 2 4 4 X ajst-6048 36 3 ] ] PUNCT ajst-6048 36 4 studied study VERB ajst-6048 36 5 the the DET ajst-6048 36 6 traffic traffic NOUN ajst-6048 36 7 and and CCONJ ajst-6048 36 8 rainfall rainfall NOUN ajst-6048 36 9 data datum NOUN ajst-6048 36 10 collected collect VERB ajst-6048 36 11 in in ADP ajst-6048 36 12 four four NUM ajst-6048 36 13 different different ADJ ajst-6048 36 14 places place NOUN ajst-6048 36 15 in in ADP ajst-6048 36 16 nigeria nigeria PRON ajst-6048 36 17 for for ADP ajst-6048 36 18 eight eight NUM ajst-6048 36 19 weeks week NOUN ajst-6048 36 20 , , PUNCT ajst-6048 36 21 and and CCONJ ajst-6048 36 22 the the DET ajst-6048 36 23 results result NOUN ajst-6048 36 24 showed show VERB ajst-6048 36 25 that that SCONJ ajst-6048 36 26 the the DET ajst-6048 36 27 travel travel NOUN ajst-6048 36 28 speed speed NOUN ajst-6048 36 29 changed change VERB ajst-6048 36 30 significantly significantly ADV ajst-6048 36 31 between between ADP ajst-6048 36 32 dry dry ADJ ajst-6048 36 33 and and CCONJ ajst-6048 36 34 rainy rainy ADJ ajst-6048 36 35 night night NOUN ajst-6048 36 36 conditions condition NOUN ajst-6048 36 37 . . PUNCT ajst-6048 37 1 the the DET ajst-6048 37 2 average average ADJ ajst-6048 37 3 driving drive VERB ajst-6048 37 4 speed speed NOUN ajst-6048 37 5 of of ADP ajst-6048 37 6 light light ADJ ajst-6048 37 7 rain rain NOUN ajst-6048 37 8 , , PUNCT ajst-6048 37 9 moderate moderate ADJ ajst-6048 37 10 rain rain NOUN ajst-6048 37 11 and and CCONJ ajst-6048 37 12 heavy heavy ADJ ajst-6048 37 13 rain rain NOUN ajst-6048 37 14 at at ADP ajst-6048 37 15 night night NOUN ajst-6048 37 16 decreased decrease VERB ajst-6048 37 17 by by ADP ajst-6048 37 18 3.4 3.4 NUM ajst-6048 37 19 % % NOUN ajst-6048 37 20 , , PUNCT ajst-6048 37 21 6.8 6.8 NUM ajst-6048 37 22 % % NOUN ajst-6048 37 23 and and CCONJ ajst-6048 37 24 10.2 10.2 NUM ajst-6048 37 25 % % NOUN ajst-6048 37 26 respectively respectively ADV ajst-6048 37 27 . . PUNCT ajst-6048 38 1 although although SCONJ ajst-6048 38 2 these these DET ajst-6048 38 3 studies study NOUN ajst-6048 38 4 are be AUX ajst-6048 38 5 carried carry VERB ajst-6048 38 6 out out ADP ajst-6048 38 7 on on ADP ajst-6048 38 8 rainy rainy ADJ ajst-6048 38 9 days day NOUN ajst-6048 38 10 , , PUNCT ajst-6048 38 11 they they PRON ajst-6048 38 12 rarely rarely ADV ajst-6048 38 13 serve serve VERB ajst-6048 38 14 the the DET ajst-6048 38 15 safety safety NOUN ajst-6048 38 16 construction construction NOUN ajst-6048 38 17 of of ADP ajst-6048 38 18 expressway expressway NOUN ajst-6048 38 19 from from ADP ajst-6048 38 20 the the DET ajst-6048 38 21 perspective perspective NOUN ajst-6048 38 22 of of ADP ajst-6048 38 23 rainy rainy ADJ ajst-6048 38 24 day day NOUN ajst-6048 38 25 prediction prediction NOUN ajst-6048 38 26 . . PUNCT ajst-6048 39 1 this this DET ajst-6048 39 2 paper paper NOUN ajst-6048 39 3 will will AUX ajst-6048 39 4 propose propose VERB ajst-6048 39 5 a a DET ajst-6048 39 6 method method NOUN ajst-6048 39 7 to to PART ajst-6048 39 8 analyze analyze VERB ajst-6048 39 9 the the DET ajst-6048 39 10 rainy rainy ADJ ajst-6048 39 11 weather weather NOUN ajst-6048 39 12 situation situation NOUN ajst-6048 39 13 of of ADP ajst-6048 39 14 expressway expressway NOUN ajst-6048 39 15 from from ADP ajst-6048 39 16 the the DET ajst-6048 39 17 perspective perspective NOUN ajst-6048 39 18 of of ADP ajst-6048 39 19 rainfall rainfall NOUN ajst-6048 39 20 classification classification NOUN ajst-6048 39 21 based base VERB ajst-6048 39 22 on on ADP ajst-6048 39 23 the the DET ajst-6048 39 24 rainfall rainfall NOUN ajst-6048 39 25 data datum NOUN ajst-6048 39 26 of of ADP ajst-6048 39 27 historical historical ADJ ajst-6048 39 28 rainy rainy ADJ ajst-6048 39 29 weather weather NOUN ajst-6048 39 30 events event NOUN ajst-6048 39 31 , , PUNCT ajst-6048 39 32 mainly mainly ADV ajst-6048 39 33 using use VERB ajst-6048 39 34 the the DET ajst-6048 39 35 fuzzy fuzzy ADJ ajst-6048 39 36 recognition recognition NOUN ajst-6048 39 37 method method NOUN ajst-6048 39 38 . . PUNCT ajst-6048 40 1 2 2 X ajst-6048 40 2 . . X ajst-6048 40 3 classification classification NOUN ajst-6048 40 4 of of ADP ajst-6048 40 5 historical historical ADJ ajst-6048 40 6 rainfall rainfall NOUN ajst-6048 40 7 events event NOUN ajst-6048 40 8 based base VERB ajst-6048 40 9 on on ADP ajst-6048 40 10 fuzzy fuzzy ADJ ajst-6048 40 11 recognition recognition NOUN ajst-6048 40 12 the the DET ajst-6048 40 13 weather weather NOUN ajst-6048 40 14 in in ADP ajst-6048 40 15 a a DET ajst-6048 40 16 region region NOUN ajst-6048 40 17 is be AUX ajst-6048 40 18 changeable changeable ADJ ajst-6048 40 19 every every DET ajst-6048 40 20 day day NOUN ajst-6048 40 21 and and CCONJ ajst-6048 40 22 seems seem VERB ajst-6048 40 23 irregular irregular ADJ ajst-6048 40 24 . . PUNCT ajst-6048 41 1 but but CCONJ ajst-6048 41 2 in in ADP ajst-6048 41 3 fact fact NOUN ajst-6048 41 4 , , PUNCT ajst-6048 41 5 it it PRON ajst-6048 41 6 can can AUX ajst-6048 41 7 be be AUX ajst-6048 41 8 seen see VERB ajst-6048 41 9 from from ADP ajst-6048 41 10 the the DET ajst-6048 41 11 meteorological meteorological ADJ ajst-6048 41 12 57 57 NUM ajst-6048 41 13 factors factor NOUN ajst-6048 41 14 such such ADJ ajst-6048 41 15 as as ADP ajst-6048 41 16 temperature temperature NOUN ajst-6048 41 17 , , PUNCT ajst-6048 41 18 pressure pressure NOUN ajst-6048 41 19 and and CCONJ ajst-6048 41 20 humidity humidity NOUN ajst-6048 41 21 that that SCONJ ajst-6048 41 22 their their PRON ajst-6048 41 23 generation generation NOUN ajst-6048 41 24 , , PUNCT ajst-6048 41 25 development development NOUN ajst-6048 41 26 and and CCONJ ajst-6048 41 27 dissipation dissipation NOUN ajst-6048 41 28 are be AUX ajst-6048 41 29 regular regular ADJ ajst-6048 41 30 . . PUNCT ajst-6048 42 1 the the DET ajst-6048 42 2 weather weather NOUN ajst-6048 42 3 conditions condition NOUN ajst-6048 42 4 of of ADP ajst-6048 42 5 a a DET ajst-6048 42 6 region region NOUN ajst-6048 42 7 for for ADP ajst-6048 42 8 many many ADJ ajst-6048 42 9 years year NOUN ajst-6048 42 10 will will AUX ajst-6048 42 11 also also ADV ajst-6048 42 12 present present VERB ajst-6048 42 13 certain certain ADJ ajst-6048 42 14 regularity regularity NOUN ajst-6048 42 15 , , PUNCT ajst-6048 42 16 which which PRON ajst-6048 42 17 is be AUX ajst-6048 42 18 reflected reflect VERB ajst-6048 42 19 in in ADP ajst-6048 42 20 the the DET ajst-6048 42 21 local local ADJ ajst-6048 42 22 climate climate NOUN ajst-6048 42 23 to to ADP ajst-6048 42 24 some some DET ajst-6048 42 25 extent extent NOUN ajst-6048 42 26 . . PUNCT ajst-6048 43 1 it it PRON ajst-6048 43 2 must must AUX ajst-6048 43 3 take take VERB ajst-6048 43 4 many many ADJ ajst-6048 43 5 years year NOUN ajst-6048 43 6 to to PART ajst-6048 43 7 summarize summarize VERB ajst-6048 43 8 the the DET ajst-6048 43 9 laws law NOUN ajst-6048 43 10 of of ADP ajst-6048 43 11 climate climate NOUN ajst-6048 43 12 . . PUNCT ajst-6048 44 1 therefore therefore ADV ajst-6048 44 2 , , PUNCT ajst-6048 44 3 for for ADP ajst-6048 44 4 the the DET ajst-6048 44 5 research research NOUN ajst-6048 44 6 content content NOUN ajst-6048 44 7 of of ADP ajst-6048 44 8 this this DET ajst-6048 44 9 paper paper NOUN ajst-6048 44 10 , , PUNCT ajst-6048 44 11 it it PRON ajst-6048 44 12 is be AUX ajst-6048 44 13 necessary necessary ADJ ajst-6048 44 14 to to PART ajst-6048 44 15 analyze analyze VERB ajst-6048 44 16 the the DET ajst-6048 44 17 characteristics characteristic NOUN ajst-6048 44 18 of of ADP ajst-6048 44 19 rainfall rainfall NOUN ajst-6048 44 20 data datum NOUN ajst-6048 44 21 in in ADP ajst-6048 44 22 the the DET ajst-6048 44 23 process process NOUN ajst-6048 44 24 of of ADP ajst-6048 44 25 historical historical ADJ ajst-6048 44 26 rainy rainy ADJ ajst-6048 44 27 events event NOUN ajst-6048 44 28 for for ADP ajst-6048 44 29 many many ADJ ajst-6048 44 30 years year NOUN ajst-6048 44 31 . . PUNCT ajst-6048 45 1 the the DET ajst-6048 45 2 method method NOUN ajst-6048 45 3 used use VERB ajst-6048 45 4 here here ADV ajst-6048 45 5 is be AUX ajst-6048 45 6 called call VERB ajst-6048 45 7 fuzzy fuzzy ADJ ajst-6048 45 8 recognition recognition NOUN ajst-6048 45 9 method method NOUN ajst-6048 45 10 . . PUNCT ajst-6048 46 1 fuzzy fuzzy ADJ ajst-6048 46 2 recognition recognition NOUN ajst-6048 46 3 refers refer VERB ajst-6048 46 4 to to ADP ajst-6048 46 5 the the DET ajst-6048 46 6 identification identification NOUN ajst-6048 46 7 of of ADP ajst-6048 46 8 useful useful ADJ ajst-6048 46 9 parts part NOUN ajst-6048 46 10 in in ADP ajst-6048 46 11 a a DET ajst-6048 46 12 large large ADJ ajst-6048 46 13 number number NOUN ajst-6048 46 14 of of ADP ajst-6048 46 15 complex complex ADJ ajst-6048 46 16 information information NOUN ajst-6048 46 17 , , PUNCT ajst-6048 46 18 that that ADV ajst-6048 46 19 is is ADV ajst-6048 46 20 , , PUNCT ajst-6048 46 21 to to PART ajst-6048 46 22 recognize recognize VERB ajst-6048 46 23 the the DET ajst-6048 46 24 relevance relevance NOUN ajst-6048 46 25 of of ADP ajst-6048 46 26 the the DET ajst-6048 46 27 received receive VERB ajst-6048 46 28 information information NOUN ajst-6048 46 29 and and CCONJ ajst-6048 46 30 past past ADJ ajst-6048 46 31 memory memory NOUN ajst-6048 46 32 and and CCONJ ajst-6048 46 33 experience experience NOUN ajst-6048 46 34 , , PUNCT ajst-6048 46 35 and and CCONJ ajst-6048 46 36 to to PART ajst-6048 46 37 eliminate eliminate VERB ajst-6048 46 38 irrelevant irrelevant ADJ ajst-6048 46 39 information information NOUN ajst-6048 46 40 . . PUNCT ajst-6048 47 1 it it PRON ajst-6048 47 2 mainly mainly ADV ajst-6048 47 3 follows follow VERB ajst-6048 47 4 two two NUM ajst-6048 47 5 principles principle NOUN ajst-6048 47 6 , , PUNCT ajst-6048 47 7 one one NUM ajst-6048 47 8 is be AUX ajst-6048 47 9 the the DET ajst-6048 47 10 principle principle NOUN ajst-6048 47 11 of of ADP ajst-6048 47 12 maximum maximum ADJ ajst-6048 47 13 subordination subordination NOUN ajst-6048 47 14 , , PUNCT ajst-6048 47 15 the the DET ajst-6048 47 16 other other ADJ ajst-6048 47 17 is be AUX ajst-6048 47 18 the the DET ajst-6048 47 19 principle principle NOUN ajst-6048 47 20 of of ADP ajst-6048 47 21 proximity proximity NOUN ajst-6048 47 22 . . PUNCT ajst-6048 48 1 if if SCONJ ajst-6048 48 2 any any DET ajst-6048 48 3 element element NOUN ajst-6048 48 4 within within ADP ajst-6048 48 5 the the DET ajst-6048 48 6 scope scope NOUN ajst-6048 48 7 of of ADP ajst-6048 48 8 study study NOUN ajst-6048 48 9 has have VERB ajst-6048 48 10 a a DET ajst-6048 48 11 number number NOUN ajst-6048 48 12 corresponding correspond VERB ajst-6048 48 13 to to ADP ajst-6048 48 14 it it PRON ajst-6048 48 15 , , PUNCT ajst-6048 48 16 the the DET ajst-6048 48 17 number number NOUN ajst-6048 48 18 is be AUX ajst-6048 48 19 called call VERB ajst-6048 48 20 the the DET ajst-6048 48 21 fuzzy fuzzy ADJ ajst-6048 48 22 set set NOUN ajst-6048 48 23 within within ADP ajst-6048 48 24 the the DET ajst-6048 48 25 scope scope NOUN ajst-6048 48 26 of of ADP ajst-6048 48 27 study study NOUN ajst-6048 48 28 , , PUNCT ajst-6048 48 29 and and CCONJ ajst-6048 48 30 this this DET ajst-6048 48 31 relationship relationship NOUN ajst-6048 48 32 is be AUX ajst-6048 48 33 called call VERB ajst-6048 48 34 the the DET ajst-6048 48 35 membership membership NOUN ajst-6048 48 36 of of ADP ajst-6048 48 37 the the DET ajst-6048 48 38 element element NOUN ajst-6048 48 39 to to ADP ajst-6048 48 40 the the DET ajst-6048 48 41 number number NOUN ajst-6048 48 42 . . PUNCT ajst-6048 49 1 when when SCONJ ajst-6048 49 2 the the DET ajst-6048 49 3 number number NOUN ajst-6048 49 4 can can AUX ajst-6048 49 5 be be AUX ajst-6048 49 6 changed change VERB ajst-6048 49 7 at at ADP ajst-6048 49 8 will will AUX ajst-6048 49 9 , , PUNCT ajst-6048 49 10 this this PRON ajst-6048 49 11 will will AUX ajst-6048 49 12 form form VERB ajst-6048 49 13 a a DET ajst-6048 49 14 membership membership NOUN ajst-6048 49 15 function function NOUN ajst-6048 49 16 , , PUNCT ajst-6048 49 17 and and CCONJ ajst-6048 49 18 the the DET ajst-6048 49 19 maximum maximum ADJ ajst-6048 49 20 membership membership NOUN ajst-6048 49 21 is be AUX ajst-6048 49 22 based base VERB ajst-6048 49 23 on on ADP ajst-6048 49 24 this this DET ajst-6048 49 25 theory theory NOUN ajst-6048 49 26 . . PUNCT ajst-6048 50 1 the the DET ajst-6048 50 2 proximity proximity NOUN ajst-6048 50 3 principle principle NOUN ajst-6048 50 4 measures measure VERB ajst-6048 50 5 the the DET ajst-6048 50 6 proximity proximity NOUN ajst-6048 50 7 between between ADP ajst-6048 50 8 two two NUM ajst-6048 50 9 sets set NOUN ajst-6048 50 10 . . PUNCT ajst-6048 51 1 the the DET ajst-6048 51 2 principle principle NOUN ajst-6048 51 3 of of ADP ajst-6048 51 4 maximum maximum ADJ ajst-6048 51 5 membership membership NOUN ajst-6048 51 6 is be AUX ajst-6048 51 7 expressed express VERB ajst-6048 51 8 by by ADP ajst-6048 51 9 mathematical mathematical ADJ ajst-6048 51 10 formula formula NOUN ajst-6048 51 11 as as SCONJ ajst-6048 51 12 follows follow VERB ajst-6048 51 13 : : PUNCT ajst-6048 51 14 š“ š“ PROPN ajst-6048 51 15 š‘¢ š‘¢ NOUN ajst-6048 51 16 ā‹ ā‹ PROPN ajst-6048 51 17 š“ š“ PROPN ajst-6048 51 18 š‘¢ š‘¢ NOUN ajst-6048 51 19 ( ( PUNCT ajst-6048 51 20 1 1 NUM ajst-6048 51 21 ) ) PUNCT ajst-6048 51 22 where where SCONJ ajst-6048 51 23 , , PUNCT ajst-6048 51 24 š‘¢ š‘¢ PRON ajst-6048 51 25 represents represent VERB ajst-6048 51 26 the the DET ajst-6048 51 27 primary primary ADJ ajst-6048 51 28 color color NOUN ajst-6048 51 29 and and CCONJ ajst-6048 51 30 š“ š“ PROPN ajst-6048 51 31 represents represent VERB ajst-6048 51 32 the the DET ajst-6048 51 33 category category NOUN ajst-6048 51 34 . . PUNCT ajst-6048 52 1 the the DET ajst-6048 52 2 principle principle NOUN ajst-6048 52 3 of of ADP ajst-6048 52 4 proximity proximity NOUN ajst-6048 52 5 is be AUX ajst-6048 52 6 expressed express VERB ajst-6048 52 7 by by ADP ajst-6048 52 8 mathematical mathematical ADJ ajst-6048 52 9 formula formula NOUN ajst-6048 52 10 as as SCONJ ajst-6048 52 11 follows follow VERB ajst-6048 52 12 : : PUNCT ajst-6048 52 13 š‘ š‘ PROPN ajst-6048 52 14 š“ š“ PROPN ajst-6048 52 15 , , PUNCT ajst-6048 52 16 šµ šµ PROPN ajst-6048 52 17 max max PROPN ajst-6048 52 18 1ā‰¤jā‰¤n 1ā‰¤jā‰¤n NUM ajst-6048 52 19 š‘ š‘ PROPN ajst-6048 52 20 š“ š“ PROPN ajst-6048 52 21 , , PUNCT ajst-6048 52 22 šµ šµ NOUN ajst-6048 52 23 ( ( PUNCT ajst-6048 52 24 2 2 NUM ajst-6048 52 25 ) ) PUNCT ajst-6048 52 26 where where SCONJ ajst-6048 52 27 , , PUNCT ajst-6048 52 28 n n PRON ajst-6048 52 29 represents represent VERB ajst-6048 52 30 the the DET ajst-6048 52 31 fuzzy fuzzy ADJ ajst-6048 52 32 set set NOUN ajst-6048 52 33 , , PUNCT ajst-6048 52 34 šµ šµ NOUN ajst-6048 52 35 represents represent VERB ajst-6048 52 36 the the DET ajst-6048 52 37 object object NOUN ajst-6048 52 38 to to PART ajst-6048 52 39 be be AUX ajst-6048 52 40 identified identify VERB ajst-6048 52 41 , , PUNCT ajst-6048 52 42 and and CCONJ ajst-6048 52 43 š‘ š‘ PROPN ajst-6048 52 44 š“ š“ PROPN ajst-6048 52 45 , , PUNCT ajst-6048 52 46 šµ šµ PROPN ajst-6048 52 47 represents represent VERB ajst-6048 52 48 the the DET ajst-6048 52 49 proximity proximity NOUN ajst-6048 52 50 . . PUNCT ajst-6048 53 1 when when SCONJ ajst-6048 53 2 set set VERB ajst-6048 53 3 š“ š“ PROPN ajst-6048 53 4 and and CCONJ ajst-6048 53 5 set set VERB ajst-6048 53 6 šµ šµ PROPN ajst-6048 53 7 are be AUX ajst-6048 53 8 closest close ADJ ajst-6048 53 9 to to ADP ajst-6048 53 10 each each DET ajst-6048 53 11 other other ADJ ajst-6048 53 12 , , PUNCT ajst-6048 53 13 š“ š“ PROPN ajst-6048 53 14 and and CCONJ ajst-6048 53 15 šµ šµ NOUN ajst-6048 53 16 belong belong VERB ajst-6048 53 17 to to ADP ajst-6048 53 18 the the DET ajst-6048 53 19 same same ADJ ajst-6048 53 20 class class NOUN ajst-6048 53 21 . . PUNCT ajst-6048 54 1 if if SCONJ ajst-6048 54 2 you you PRON ajst-6048 54 3 want want VERB ajst-6048 54 4 to to PART ajst-6048 54 5 use use VERB ajst-6048 54 6 python python NOUN ajst-6048 54 7 to to PART ajst-6048 54 8 implement implement VERB ajst-6048 54 9 the the DET ajst-6048 54 10 principle principle NOUN ajst-6048 54 11 of of ADP ajst-6048 54 12 maximum maximum ADJ ajst-6048 54 13 membership membership NOUN ajst-6048 54 14 , , PUNCT ajst-6048 54 15 the the DET ajst-6048 54 16 code code NOUN ajst-6048 54 17 example example NOUN ajst-6048 54 18 is be AUX ajst-6048 54 19 as as SCONJ ajst-6048 54 20 follows follow VERB ajst-6048 54 21 : : PUNCT ajst-6048 54 22 figure figure NOUN ajst-6048 54 23 1 1 NUM ajst-6048 54 24 . . PUNCT ajst-6048 55 1 the the DET ajst-6048 55 2 principle principle NOUN ajst-6048 55 3 of of ADP ajst-6048 55 4 maximum maximum ADJ ajst-6048 55 5 subordination subordination PROPN ajst-6048 55 6 python python PROPN ajst-6048 55 7 code code PROPN ajst-6048 55 8 example example NOUN ajst-6048 55 9 diagram diagram NOUN ajst-6048 55 10 if if SCONJ ajst-6048 55 11 you you PRON ajst-6048 55 12 want want VERB ajst-6048 55 13 to to PART ajst-6048 55 14 use use VERB ajst-6048 55 15 python python NOUN ajst-6048 55 16 to to PART ajst-6048 55 17 implement implement VERB ajst-6048 55 18 the the DET ajst-6048 55 19 proximity proximity NOUN ajst-6048 55 20 principle principle NOUN ajst-6048 55 21 , , PUNCT ajst-6048 55 22 the the DET ajst-6048 55 23 code code NOUN ajst-6048 55 24 example example NOUN ajst-6048 55 25 is be AUX ajst-6048 55 26 as as SCONJ ajst-6048 55 27 follows follow VERB ajst-6048 55 28 : : PUNCT ajst-6048 55 29 figure figure NOUN ajst-6048 55 30 2 2 NUM ajst-6048 55 31 . . PUNCT ajst-6048 55 32 proximity proximity NOUN ajst-6048 55 33 principle principle PROPN ajst-6048 55 34 python python PROPN ajst-6048 55 35 code code PROPN ajst-6048 55 36 example example NOUN ajst-6048 55 37 diagram diagram NOUN ajst-6048 55 38 the the DET ajst-6048 55 39 idea idea NOUN ajst-6048 55 40 of of ADP ajst-6048 55 41 using use VERB ajst-6048 55 42 the the DET ajst-6048 55 43 fuzzy fuzzy ADJ ajst-6048 55 44 recognition recognition NOUN ajst-6048 55 45 method method NOUN ajst-6048 55 46 to to PART ajst-6048 55 47 deal deal VERB ajst-6048 55 48 with with ADP ajst-6048 55 49 the the DET ajst-6048 55 50 rainfall rainfall NOUN ajst-6048 55 51 data datum NOUN ajst-6048 55 52 of of ADP ajst-6048 55 53 the the DET ajst-6048 55 54 historical historical ADJ ajst-6048 55 55 rainy rainy ADJ ajst-6048 55 56 day day NOUN ajst-6048 55 57 event event NOUN ajst-6048 55 58 is be AUX ajst-6048 55 59 to to PART ajst-6048 55 60 divide divide VERB ajst-6048 55 61 the the DET ajst-6048 55 62 actual actual ADJ ajst-6048 55 63 rainfall rainfall NOUN ajst-6048 55 64 process process NOUN ajst-6048 55 65 into into ADP ajst-6048 55 66 multiple multiple ADJ ajst-6048 55 67 time time NOUN ajst-6048 55 68 periods period NOUN ajst-6048 55 69 , , PUNCT ajst-6048 55 70 and and CCONJ ajst-6048 55 71 establish establish VERB ajst-6048 55 72 the the DET ajst-6048 55 73 pattern pattern NOUN ajst-6048 55 74 matrix matrix NOUN ajst-6048 55 75 of of ADP ajst-6048 55 76 the the DET ajst-6048 55 77 rainfall rainfall NOUN ajst-6048 55 78 event event NOUN ajst-6048 55 79 according accord VERB ajst-6048 55 80 to to ADP ajst-6048 55 81 the the DET ajst-6048 55 82 percentage percentage NOUN ajst-6048 55 83 of of ADP ajst-6048 55 84 the the DET ajst-6048 55 85 rainfall rainfall NOUN ajst-6048 55 86 in in ADP ajst-6048 55 87 each each DET ajst-6048 55 88 time time NOUN ajst-6048 55 89 period period NOUN ajst-6048 55 90 in in ADP ajst-6048 55 91 the the DET ajst-6048 55 92 total total ADJ ajst-6048 55 93 rainfall rainfall NOUN ajst-6048 55 94 . . PUNCT ajst-6048 56 1 then then ADV ajst-6048 56 2 the the DET ajst-6048 56 3 actual actual ADJ ajst-6048 56 4 indicators indicator NOUN ajst-6048 56 5 of of ADP ajst-6048 56 6 each each DET ajst-6048 56 7 rainfall rainfall NOUN ajst-6048 56 8 process process NOUN ajst-6048 56 9 are be AUX ajst-6048 56 10 compared compare VERB ajst-6048 56 11 with with ADP ajst-6048 56 12 this this DET ajst-6048 56 13 matrix matrix NOUN ajst-6048 56 14 , , PUNCT ajst-6048 56 15 and and CCONJ ajst-6048 56 16 the the DET ajst-6048 56 17 general general ADJ ajst-6048 56 18 types type NOUN ajst-6048 56 19 of of ADP ajst-6048 56 20 rainfall rainfall NOUN ajst-6048 56 21 events event NOUN ajst-6048 56 22 can can AUX ajst-6048 56 23 be be AUX ajst-6048 56 24 classified classify VERB ajst-6048 56 25 according accord VERB ajst-6048 56 26 to to ADP ajst-6048 56 27 the the DET ajst-6048 56 28 proximity proximity NOUN ajst-6048 56 29 principle principle NOUN ajst-6048 56 30 . . PUNCT ajst-6048 57 1 after after SCONJ ajst-6048 57 2 the the DET ajst-6048 57 3 rainstorm rainstorm NOUN ajst-6048 57 4 for for ADP ajst-6048 57 5 many many ADJ ajst-6048 57 6 years year NOUN ajst-6048 57 7 is be AUX ajst-6048 57 8 divided divide VERB ajst-6048 57 9 into into ADP ajst-6048 57 10 several several ADJ ajst-6048 57 11 categories category NOUN ajst-6048 57 12 according accord VERB ajst-6048 57 13 to to ADP ajst-6048 57 14 this this DET ajst-6048 57 15 method method NOUN ajst-6048 57 16 , , PUNCT ajst-6048 57 17 the the DET ajst-6048 57 18 function function NOUN ajst-6048 57 19 of of ADP ajst-6048 57 20 related related ADJ ajst-6048 57 21 rainfall rainfall NOUN ajst-6048 57 22 and and CCONJ ajst-6048 57 23 time time NOUN ajst-6048 57 24 can can AUX ajst-6048 57 25 be be AUX ajst-6048 57 26 further far ADV ajst-6048 57 27 fitted fit VERB ajst-6048 57 28 to to PART ajst-6048 57 29 represent represent VERB ajst-6048 57 30 each each DET ajst-6048 57 31 type type NOUN ajst-6048 57 32 of of ADP ajst-6048 57 33 rainfall rainfall NOUN ajst-6048 57 34 . . PUNCT ajst-6048 58 1 3 3 X ajst-6048 58 2 . . X ajst-6048 58 3 matching matching NOUN ajst-6048 58 4 degree degree NOUN ajst-6048 58 5 between between ADP ajst-6048 58 6 current current ADJ ajst-6048 58 7 monitoring monitoring NOUN ajst-6048 58 8 data datum NOUN ajst-6048 58 9 and and CCONJ ajst-6048 58 10 historical historical ADJ ajst-6048 58 11 function function NOUN ajst-6048 58 12 first first ADV ajst-6048 58 13 of of ADP ajst-6048 58 14 all all PRON ajst-6048 58 15 , , PUNCT ajst-6048 58 16 it it PRON ajst-6048 58 17 is be AUX ajst-6048 58 18 necessary necessary ADJ ajst-6048 58 19 to to PART ajst-6048 58 20 judge judge VERB ajst-6048 58 21 the the DET ajst-6048 58 22 position position NOUN ajst-6048 58 23 of of ADP ajst-6048 58 24 the the DET ajst-6048 58 25 current current ADJ ajst-6048 58 26 detected detect VERB ajst-6048 58 27 rainfall rainfall NOUN ajst-6048 58 28 index index NOUN ajst-6048 58 29 data datum NOUN ajst-6048 58 30 in in ADP ajst-6048 58 31 the the DET ajst-6048 58 32 historical historical ADJ ajst-6048 58 33 function function NOUN ajst-6048 58 34 curve curve NOUN ajst-6048 58 35 . . PUNCT ajst-6048 59 1 first first ADV ajst-6048 59 2 , , PUNCT ajst-6048 59 3 divide divide VERB ajst-6048 59 4 the the DET ajst-6048 59 5 rainfall rainfall NOUN ajst-6048 59 6 of of ADP ajst-6048 59 7 the the DET ajst-6048 59 8 historical historical ADJ ajst-6048 59 9 rainfall rainfall NOUN ajst-6048 59 10 type type NOUN ajst-6048 59 11 function function NOUN ajst-6048 59 12 curve curve NOUN ajst-6048 59 13 to to PART ajst-6048 59 14 which which PRON ajst-6048 59 15 the the DET ajst-6048 59 16 current current ADJ ajst-6048 59 17 rainfall rainfall NOUN ajst-6048 59 18 data datum NOUN ajst-6048 59 19 belongs belong VERB ajst-6048 59 20 into into ADP ajst-6048 59 21 m m PROPN ajst-6048 59 22 time time NOUN ajst-6048 59 23 segments segment NOUN ajst-6048 59 24 . . PUNCT ajst-6048 60 1 the the DET ajst-6048 60 2 difference difference NOUN ajst-6048 60 3 of of ADP ajst-6048 60 4 rainfall rainfall NOUN ajst-6048 60 5 in in ADP ajst-6048 60 6 each each DET ajst-6048 60 7 time time NOUN ajst-6048 60 8 segment segment NOUN ajst-6048 60 9 compared compare VERB ajst-6048 60 10 with with ADP ajst-6048 60 11 the the DET ajst-6048 60 12 previous previous ADJ ajst-6048 60 13 time time NOUN ajst-6048 60 14 can can AUX ajst-6048 60 15 be be AUX ajst-6048 60 16 expressed express VERB ajst-6048 60 17 as as ADP ajst-6048 60 18 : : PUNCT ajst-6048 60 19 š‘„ š‘„ PROPN ajst-6048 60 20 š» š» NOUN ajst-6048 60 21 š» š» PROPN ajst-6048 60 22 ļ¼ˆ ļ¼ˆ PUNCT ajst-6048 60 23 š‘–=1ļ¼Œ2ļ¼Œ š‘–=1ļ¼Œ2ļ¼Œ PROPN ajst-6048 60 24 ā€¦ ā€¦ PUNCT ajst-6048 60 25 ļ¼Œš‘š ļ¼Œš‘š NOUN ajst-6048 60 26 ļ¼‰ ļ¼‰ X ajst-6048 60 27 ( ( PUNCT ajst-6048 60 28 3 3 NUM ajst-6048 60 29 ) ) PUNCT ajst-6048 60 30 where where SCONJ ajst-6048 60 31 , , PUNCT ajst-6048 60 32 š‘„ š‘„ PROPN ajst-6048 60 33 represents represent VERB ajst-6048 60 34 the the DET ajst-6048 60 35 difference difference NOUN ajst-6048 60 36 of of ADP ajst-6048 60 37 rainfall rainfall NOUN ajst-6048 60 38 in in ADP ajst-6048 60 39 each each DET ajst-6048 60 40 time time NOUN ajst-6048 60 41 segment segment NOUN ajst-6048 60 42 compared compare VERB ajst-6048 60 43 with with ADP ajst-6048 60 44 the the DET ajst-6048 60 45 previous previous ADJ ajst-6048 60 46 time time NOUN ajst-6048 60 47 ; ; PUNCT ajst-6048 60 48 š» š» PRON ajst-6048 60 49 refers refer VERB ajst-6048 60 50 to to ADP ajst-6048 60 51 the the DET ajst-6048 60 52 rainfall rainfall NOUN ajst-6048 60 53 in in ADP ajst-6048 60 54 the the DET ajst-6048 60 55 ith ith PROPN ajst-6048 60 56 segment segment NOUN ajst-6048 60 57 of of ADP ajst-6048 60 58 the the DET ajst-6048 60 59 predicted predict VERB ajst-6048 60 60 rainfall rainfall NOUN ajst-6048 60 61 event event NOUN ajst-6048 60 62 ; ; PUNCT ajst-6048 60 63 š» š» PRON ajst-6048 60 64 refers refer VERB ajst-6048 60 65 to to ADP ajst-6048 60 66 the the DET ajst-6048 60 67 rainfall rainfall NOUN ajst-6048 60 68 in in ADP ajst-6048 60 69 segment segment NOUN ajst-6048 60 70 š‘–-1 š‘–-1 NOUN ajst-6048 60 71 of of ADP ajst-6048 60 72 the the DET ajst-6048 60 73 predicted predict VERB ajst-6048 60 74 rainfall rainfall NOUN ajst-6048 60 75 event event NOUN ajst-6048 60 76 . . PUNCT ajst-6048 61 1 the the DET ajst-6048 61 2 change change NOUN ajst-6048 61 3 rate rate NOUN ajst-6048 61 4 of of ADP ajst-6048 61 5 rainfall rainfall NOUN ajst-6048 61 6 difference difference NOUN ajst-6048 61 7 in in ADP ajst-6048 61 8 the the DET ajst-6048 61 9 two two NUM ajst-6048 61 10 adjacent adjacent ADJ ajst-6048 61 11 time time NOUN ajst-6048 61 12 periods period NOUN ajst-6048 61 13 in in ADP ajst-6048 61 14 the the DET ajst-6048 61 15 history history NOUN ajst-6048 61 16 function function NOUN ajst-6048 61 17 can can AUX ajst-6048 61 18 be be AUX ajst-6048 61 19 further far ADV ajst-6048 61 20 calculated calculate VERB ajst-6048 61 21 to to PART ajst-6048 61 22 obtain obtain VERB ajst-6048 61 23 a a DET ajst-6048 61 24 set set NOUN ajst-6048 61 25 of of ADP ajst-6048 61 26 vector vector NOUN ajst-6048 61 27 groups group NOUN ajst-6048 61 28 of of ADP ajst-6048 61 29 rainfall rainfall NOUN ajst-6048 61 30 difference difference NOUN ajst-6048 61 31 change change NOUN ajst-6048 61 32 rate rate NOUN ajst-6048 61 33 corresponding correspond VERB ajst-6048 61 34 to to ADP ajst-6048 61 35 the the DET ajst-6048 61 36 predicted predict VERB ajst-6048 61 37 value value NOUN ajst-6048 61 38 . . PUNCT ajst-6048 62 1 the the DET ajst-6048 62 2 actual actual ADJ ajst-6048 62 3 observation observation NOUN ajst-6048 62 4 value value NOUN ajst-6048 62 5 is be AUX ajst-6048 62 6 processed process VERB ajst-6048 62 7 in in ADP ajst-6048 62 8 the the DET ajst-6048 62 9 same same ADJ ajst-6048 62 10 way way NOUN ajst-6048 62 11 of of ADP ajst-6048 62 12 time time NOUN ajst-6048 62 13 section section NOUN ajst-6048 62 14 division division NOUN ajst-6048 62 15 , , PUNCT ajst-6048 62 16 and and CCONJ ajst-6048 62 17 the the DET ajst-6048 62 18 vector vector NOUN ajst-6048 62 19 group group NOUN ajst-6048 62 20 of of ADP ajst-6048 62 21 rainfall rainfall NOUN ajst-6048 62 22 difference difference NOUN ajst-6048 62 23 change change NOUN ajst-6048 62 24 rate rate NOUN ajst-6048 62 25 corresponding correspond VERB ajst-6048 62 26 to to ADP ajst-6048 62 27 the the DET ajst-6048 62 28 actual actual ADJ ajst-6048 62 29 value value NOUN ajst-6048 62 30 at at ADP ajst-6048 62 31 present present NOUN ajst-6048 62 32 is be AUX ajst-6048 62 33 obtained obtain VERB ajst-6048 62 34 by by ADP ajst-6048 62 35 the the DET ajst-6048 62 36 same same ADJ ajst-6048 62 37 processing processing NOUN ajst-6048 62 38 . . PUNCT ajst-6048 63 1 the the DET ajst-6048 63 2 two two NUM ajst-6048 63 3 can can AUX ajst-6048 63 4 determine determine VERB ajst-6048 63 5 the the DET ajst-6048 63 6 actual actual ADJ ajst-6048 63 7 trend trend NOUN ajst-6048 63 8 and and CCONJ ajst-6048 63 9 position position NOUN ajst-6048 63 10 of of ADP ajst-6048 63 11 the the DET ajst-6048 63 12 rainfall rainfall NOUN ajst-6048 63 13 time time NOUN ajst-6048 63 14 with with ADP ajst-6048 63 15 the the DET ajst-6048 63 16 type type NOUN ajst-6048 63 17 by by ADP ajst-6048 63 18 the the DET ajst-6048 63 19 progress progress NOUN ajst-6048 63 20 calculation calculation NOUN ajst-6048 63 21 . . PUNCT ajst-6048 64 1 58 58 NUM ajst-6048 65 1 |š‘‹ |š‘‹ NUM ajst-6048 65 2 | | ADV ajst-6048 65 3 / / SYM ajst-6048 65 4 ļ¼ˆ ļ¼ˆ PUNCT ajst-6048 65 5 š‘–=1ļ¼Œ2ļ¼Œ š‘–=1ļ¼Œ2ļ¼Œ PROPN ajst-6048 65 6 ā€¦ ā€¦ SYM ajst-6048 65 7 ļ¼Œš‘š-1 ļ¼Œš‘š-1 NOUN ajst-6048 65 8 ļ¼‰ ļ¼‰ X ajst-6048 65 9 ( ( PUNCT ajst-6048 65 10 4 4 NUM ajst-6048 65 11 ) ) PUNCT ajst-6048 65 12 where where SCONJ ajst-6048 65 13 , , PUNCT ajst-6048 65 14 a a PRON ajst-6048 65 15 represents represent VERB ajst-6048 65 16 the the DET ajst-6048 65 17 change change NOUN ajst-6048 65 18 rate rate NOUN ajst-6048 65 19 of of ADP ajst-6048 65 20 rainfall rainfall NOUN ajst-6048 65 21 difference difference NOUN ajst-6048 65 22 in in ADP ajst-6048 65 23 the the DET ajst-6048 65 24 period period NOUN ajst-6048 65 25 b b NOUN ajst-6048 65 26 during during ADP ajst-6048 65 27 the the DET ajst-6048 65 28 forecast forecast NOUN ajst-6048 65 29 rainfall rainfall NOUN ajst-6048 65 30 event event NOUN ajst-6048 65 31 ; ; PUNCT ajst-6048 65 32 c c PROPN ajst-6048 65 33 represents represent VERB ajst-6048 65 34 the the DET ajst-6048 65 35 total total ADJ ajst-6048 65 36 rainfall rainfall NOUN ajst-6048 65 37 duration duration NOUN ajst-6048 65 38 of of ADP ajst-6048 65 39 the the DET ajst-6048 65 40 historical historical ADJ ajst-6048 65 41 rainfall rainfall NOUN ajst-6048 65 42 function function NOUN ajst-6048 65 43 . . PUNCT ajst-6048 66 1 the the DET ajst-6048 66 2 change change NOUN ajst-6048 66 3 rate rate NOUN ajst-6048 66 4 of of ADP ajst-6048 66 5 rainfall rainfall NOUN ajst-6048 66 6 difference difference NOUN ajst-6048 66 7 of of ADP ajst-6048 66 8 historical historical ADJ ajst-6048 66 9 function function NOUN ajst-6048 66 10 and and CCONJ ajst-6048 66 11 the the DET ajst-6048 66 12 change change NOUN ajst-6048 66 13 rate rate NOUN ajst-6048 66 14 of of ADP ajst-6048 66 15 rainfall rainfall NOUN ajst-6048 66 16 difference difference NOUN ajst-6048 66 17 of of ADP ajst-6048 66 18 actual actual ADJ ajst-6048 66 19 observation observation NOUN ajst-6048 66 20 value value NOUN ajst-6048 66 21 are be AUX ajst-6048 66 22 calculated calculate VERB ajst-6048 66 23 according accord VERB ajst-6048 66 24 to to ADP ajst-6048 66 25 the the DET ajst-6048 66 26 schedule schedule NOUN ajst-6048 66 27 : : PUNCT ajst-6048 66 28 šœŽ šœŽ PROPN ajst-6048 66 29 1 1 NUM ajst-6048 66 30 1 1 NUM ajst-6048 66 31 š‘š š‘š ADP ajst-6048 66 32 1 1 NUM ajst-6048 66 33 |š‘‹ā€² |š‘‹ā€² NOUN ajst-6048 66 34 | | ADV ajst-6048 66 35 |š‘‹ |š‘‹ PROPN ajst-6048 67 1 | | ADV ajst-6048 67 2 ļ¼ˆ ļ¼ˆ PUNCT ajst-6048 68 1 š‘–=1ļ¼Œ2ļ¼Œ š‘–=1ļ¼Œ2ļ¼Œ PROPN ajst-6048 68 2 ā€¦ ā€¦ SYM ajst-6048 68 3 ļ¼Œš‘š-1 ļ¼Œš‘š-1 NOUN ajst-6048 68 4 ļ¼‰ ļ¼‰ X ajst-6048 68 5 ( ( PUNCT ajst-6048 68 6 5 5 NUM ajst-6048 68 7 ) ) PUNCT ajst-6048 69 1 where where SCONJ ajst-6048 69 2 , , PUNCT ajst-6048 69 3 šœŽ šœŽ PROPN ajst-6048 69 4 represents represent VERB ajst-6048 69 5 the the DET ajst-6048 69 6 closeness closeness NOUN ajst-6048 69 7 between between ADP ajst-6048 69 8 the the DET ajst-6048 69 9 predicted predict VERB ajst-6048 69 10 precipitation precipitation NOUN ajst-6048 69 11 difference difference NOUN ajst-6048 69 12 change change NOUN ajst-6048 69 13 rate rate NOUN ajst-6048 69 14 and and CCONJ ajst-6048 69 15 the the DET ajst-6048 69 16 actual actual ADJ ajst-6048 69 17 observed observed ADJ ajst-6048 69 18 precipitation precipitation NOUN ajst-6048 69 19 difference difference NOUN ajst-6048 69 20 change change NOUN ajst-6048 69 21 rate rate NOUN ajst-6048 69 22 in in ADP ajst-6048 69 23 the the DET ajst-6048 69 24 period period NOUN ajst-6048 69 25 š‘–+1 š‘–+1 NUM ajst-6048 69 26 , , PUNCT ajst-6048 69 27 the the DET ajst-6048 69 28 closer close ADJ ajst-6048 69 29 to to PART ajst-6048 69 30 1 1 NUM ajst-6048 69 31 means mean VERB ajst-6048 69 32 the the DET ajst-6048 69 33 closer close ADJ ajst-6048 69 34 , , PUNCT ajst-6048 69 35 and and CCONJ ajst-6048 69 36 the the DET ajst-6048 69 37 closer close ADJ ajst-6048 69 38 to to PART ajst-6048 69 39 0 0 NUM ajst-6048 69 40 means mean VERB ajst-6048 69 41 the the DET ajst-6048 69 42 less less ADV ajst-6048 69 43 close close ADJ ajst-6048 69 44 ; ; PUNCT ajst-6048 69 45 š‘‹ā€² š‘‹ā€² PROPN ajst-6048 69 46 represents represent VERB ajst-6048 69 47 the the DET ajst-6048 69 48 change change NOUN ajst-6048 69 49 rate rate NOUN ajst-6048 69 50 of of ADP ajst-6048 69 51 the the DET ajst-6048 69 52 difference difference NOUN ajst-6048 69 53 of of ADP ajst-6048 69 54 the the DET ajst-6048 69 55 actual actual ADJ ajst-6048 69 56 observed observed ADJ ajst-6048 69 57 rainfall rainfall NOUN ajst-6048 69 58 in in ADP ajst-6048 69 59 the the DET ajst-6048 69 60 š‘–+1 š‘–+1 NUM ajst-6048 69 61 period period NOUN ajst-6048 69 62 . . PUNCT ajst-6048 70 1 select select VERB ajst-6048 70 2 š‘‹ š‘‹ PROPN ajst-6048 70 3 corresponding correspond VERB ajst-6048 70 4 to to ADP ajst-6048 70 5 the the DET ajst-6048 70 6 maximum maximum ADJ ajst-6048 70 7 closeness closeness NOUN ajst-6048 70 8 as as ADP ajst-6048 70 9 the the DET ajst-6048 70 10 weight weight NOUN ajst-6048 70 11 value value NOUN ajst-6048 70 12 š‘Ž š‘Ž NOUN ajst-6048 70 13 of of ADP ajst-6048 70 14 the the DET ajst-6048 70 15 current current ADJ ajst-6048 70 16 weather weather NOUN ajst-6048 70 17 trend trend NOUN ajst-6048 70 18 . . PUNCT ajst-6048 71 1 a a DET ajst-6048 71 2 positive positive ADJ ajst-6048 71 3 value value NOUN ajst-6048 71 4 indicates indicate VERB ajst-6048 71 5 that that SCONJ ajst-6048 71 6 the the DET ajst-6048 71 7 rainfall rainfall NOUN ajst-6048 71 8 trend trend NOUN ajst-6048 71 9 will will AUX ajst-6048 71 10 increase increase VERB ajst-6048 71 11 , , PUNCT ajst-6048 71 12 and and CCONJ ajst-6048 71 13 a a DET ajst-6048 71 14 negative negative ADJ ajst-6048 71 15 value value NOUN ajst-6048 71 16 indicates indicate VERB ajst-6048 71 17 that that SCONJ ajst-6048 71 18 it it PRON ajst-6048 71 19 will will AUX ajst-6048 71 20 decrease decrease VERB ajst-6048 71 21 with with ADP ajst-6048 71 22 the the DET ajst-6048 71 23 trend trend NOUN ajst-6048 71 24 . . PUNCT ajst-6048 72 1 for for ADP ajst-6048 72 2 other other ADJ ajst-6048 72 3 weather weather NOUN ajst-6048 72 4 types type NOUN ajst-6048 72 5 , , PUNCT ajst-6048 72 6 the the DET ajst-6048 72 7 corresponding correspond VERB ajst-6048 72 8 weather weather NOUN ajst-6048 72 9 situation situation NOUN ajst-6048 72 10 weight weight NOUN ajst-6048 72 11 factor factor NOUN ajst-6048 72 12 can can AUX ajst-6048 72 13 be be AUX ajst-6048 72 14 obtained obtain VERB ajst-6048 72 15 by by ADP ajst-6048 72 16 the the DET ajst-6048 72 17 same same ADJ ajst-6048 72 18 method method NOUN ajst-6048 72 19 . . PUNCT ajst-6048 73 1 4 4 X ajst-6048 73 2 . . X ajst-6048 73 3 establishment establishment NOUN ajst-6048 73 4 of of ADP ajst-6048 73 5 expressway expressway NOUN ajst-6048 73 6 rainy rainy ADJ ajst-6048 73 7 weather weather NOUN ajst-6048 73 8 situation situation NOUN ajst-6048 73 9 risk risk NOUN ajst-6048 73 10 model model NOUN ajst-6048 73 11 next next ADV ajst-6048 73 12 , , PUNCT ajst-6048 73 13 we we PRON ajst-6048 73 14 start start VERB ajst-6048 73 15 to to PART ajst-6048 73 16 establish establish VERB ajst-6048 73 17 the the DET ajst-6048 73 18 expressway expressway NOUN ajst-6048 73 19 rainy rainy ADJ ajst-6048 73 20 day day NOUN ajst-6048 73 21 risk risk NOUN ajst-6048 73 22 model model NOUN ajst-6048 73 23 . . PUNCT ajst-6048 74 1 it it PRON ajst-6048 74 2 is be AUX ajst-6048 74 3 worth worth ADJ ajst-6048 74 4 noting note VERB ajst-6048 74 5 that that SCONJ ajst-6048 74 6 this this DET ajst-6048 74 7 model model NOUN ajst-6048 74 8 is be AUX ajst-6048 74 9 only only ADV ajst-6048 74 10 applicable applicable ADJ ajst-6048 74 11 to to ADP ajst-6048 74 12 the the DET ajst-6048 74 13 situation situation NOUN ajst-6048 74 14 where where SCONJ ajst-6048 74 15 rainfall rainfall NOUN ajst-6048 74 16 data datum NOUN ajst-6048 74 17 is be AUX ajst-6048 74 18 detected detect VERB ajst-6048 74 19 . . PUNCT ajst-6048 75 1 moreover moreover ADV ajst-6048 75 2 , , PUNCT ajst-6048 75 3 the the PRON ajst-6048 75 4 longer long ADJ ajst-6048 75 5 the the DET ajst-6048 75 6 time time NOUN ajst-6048 75 7 of of ADP ajst-6048 75 8 falling fall VERB ajst-6048 75 9 rain rain NOUN ajst-6048 75 10 is be AUX ajst-6048 75 11 , , PUNCT ajst-6048 75 12 the the PRON ajst-6048 75 13 more more ADV ajst-6048 75 14 conducive conducive ADJ ajst-6048 75 15 it it PRON ajst-6048 75 16 is be AUX ajst-6048 75 17 to to PART ajst-6048 75 18 predict predict VERB ajst-6048 75 19 the the DET ajst-6048 75 20 rainfall rainfall NOUN ajst-6048 75 21 trend trend NOUN ajst-6048 75 22 , , PUNCT ajst-6048 75 23 because because SCONJ ajst-6048 75 24 this this DET ajst-6048 75 25 will will AUX ajst-6048 75 26 , , PUNCT ajst-6048 75 27 to to ADP ajst-6048 75 28 a a DET ajst-6048 75 29 certain certain ADJ ajst-6048 75 30 extent extent NOUN ajst-6048 75 31 , , PUNCT ajst-6048 75 32 avoid avoid VERB ajst-6048 75 33 the the DET ajst-6048 75 34 accidental accidental ADJ ajst-6048 75 35 error error NOUN ajst-6048 75 36 caused cause VERB ajst-6048 75 37 by by ADP ajst-6048 75 38 too too ADV ajst-6048 75 39 little little ADJ ajst-6048 75 40 data datum NOUN ajst-6048 75 41 from from ADP ajst-6048 75 42 the the DET ajst-6048 75 43 current current ADJ ajst-6048 75 44 situation situation NOUN ajst-6048 75 45 . . PUNCT ajst-6048 76 1 when when SCONJ ajst-6048 76 2 the the DET ajst-6048 76 3 rainfall rainfall NOUN ajst-6048 76 4 event event NOUN ajst-6048 76 5 reaches reach VERB ajst-6048 76 6 the the DET ajst-6048 76 7 local local ADJ ajst-6048 76 8 speed speed NOUN ajst-6048 76 9 limit limit NOUN ajst-6048 76 10 condition condition NOUN ajst-6048 76 11 , , PUNCT ajst-6048 76 12 this this DET ajst-6048 76 13 model model NOUN ajst-6048 76 14 starts start VERB ajst-6048 76 15 to to PART ajst-6048 76 16 apply apply VERB ajst-6048 76 17 . . PUNCT ajst-6048 77 1 the the DET ajst-6048 77 2 weight weight NOUN ajst-6048 77 3 coefficient coefficient NOUN ajst-6048 77 4 a a PRON ajst-6048 77 5 obtained obtain VERB ajst-6048 77 6 in in ADP ajst-6048 77 7 the the DET ajst-6048 77 8 previous previous ADJ ajst-6048 77 9 section section NOUN ajst-6048 77 10 can can AUX ajst-6048 77 11 be be AUX ajst-6048 77 12 used use VERB ajst-6048 77 13 to to PART ajst-6048 77 14 express express VERB ajst-6048 77 15 the the DET ajst-6048 77 16 fluctuation fluctuation NOUN ajst-6048 77 17 range range NOUN ajst-6048 77 18 of of ADP ajst-6048 77 19 the the DET ajst-6048 77 20 following follow VERB ajst-6048 77 21 weather weather NOUN ajst-6048 77 22 trend trend NOUN ajst-6048 77 23 clearly clearly ADV ajst-6048 77 24 and and CCONJ ajst-6048 77 25 quantitatively quantitatively ADV ajst-6048 77 26 . . PUNCT ajst-6048 78 1 before before SCONJ ajst-6048 78 2 the the DET ajst-6048 78 3 rainfall rainfall NOUN ajst-6048 78 4 reaches reach VERB ajst-6048 78 5 the the DET ajst-6048 78 6 predicted predict VERB ajst-6048 78 7 peak peak NOUN ajst-6048 78 8 value value NOUN ajst-6048 78 9 , , PUNCT ajst-6048 78 10 it it PRON ajst-6048 78 11 is be AUX ajst-6048 78 12 necessary necessary ADJ ajst-6048 78 13 to to PART ajst-6048 78 14 compare compare VERB ajst-6048 78 15 and and CCONJ ajst-6048 78 16 judge judge VERB ajst-6048 78 17 the the DET ajst-6048 78 18 speed speed NOUN ajst-6048 78 19 limit limit NOUN ajst-6048 78 20 value value NOUN ajst-6048 78 21 of of ADP ajst-6048 78 22 the the DET ajst-6048 78 23 current current ADJ ajst-6048 78 24 highway highway NOUN ajst-6048 78 25 . . PUNCT ajst-6048 79 1 if if SCONJ ajst-6048 79 2 the the DET ajst-6048 79 3 weather weather NOUN ajst-6048 79 4 trend trend NOUN ajst-6048 79 5 that that SCONJ ajst-6048 79 6 the the DET ajst-6048 79 7 speed speed NOUN ajst-6048 79 8 limit limit NOUN ajst-6048 79 9 strategy strategy NOUN ajst-6048 79 10 has have AUX ajst-6048 79 11 reached reach VERB ajst-6048 79 12 the the DET ajst-6048 79 13 highest high ADJ ajst-6048 79 14 level level NOUN ajst-6048 79 15 is be AUX ajst-6048 79 16 still still ADV ajst-6048 79 17 deteriorating deteriorate VERB ajst-6048 79 18 , , PUNCT ajst-6048 79 19 it it PRON ajst-6048 79 20 can can AUX ajst-6048 79 21 be be AUX ajst-6048 79 22 considered consider VERB ajst-6048 79 23 to to PART ajst-6048 79 24 take take VERB ajst-6048 79 25 the the DET ajst-6048 79 26 temporary temporary ADJ ajst-6048 79 27 no no PRON ajst-6048 79 28 - - PUNCT ajst-6048 79 29 passing pass VERB ajst-6048 79 30 strategy strategy NOUN ajst-6048 79 31 for for ADP ajst-6048 79 32 the the DET ajst-6048 79 33 current current ADJ ajst-6048 79 34 road road NOUN ajst-6048 79 35 instead instead ADV ajst-6048 79 36 of of ADP ajst-6048 79 37 continuing continue VERB ajst-6048 79 38 to to PART ajst-6048 79 39 limit limit VERB ajst-6048 79 40 the the DET ajst-6048 79 41 speed speed NOUN ajst-6048 79 42 . . PUNCT ajst-6048 80 1 because because SCONJ ajst-6048 80 2 it it PRON ajst-6048 80 3 is be AUX ajst-6048 80 4 already already ADV ajst-6048 80 5 in in ADP ajst-6048 80 6 a a DET ajst-6048 80 7 particularly particularly ADV ajst-6048 80 8 extreme extreme ADJ ajst-6048 80 9 state state NOUN ajst-6048 80 10 at at ADP ajst-6048 80 11 this this DET ajst-6048 80 12 time time NOUN ajst-6048 80 13 , , PUNCT ajst-6048 80 14 vehicles vehicle NOUN ajst-6048 80 15 are be AUX ajst-6048 80 16 vulnerable vulnerable ADJ ajst-6048 80 17 to to ADP ajst-6048 80 18 rainstorm rainstorm VERB ajst-6048 80 19 weather weather NOUN ajst-6048 80 20 and and CCONJ ajst-6048 80 21 safety safety NOUN ajst-6048 80 22 accidents accident NOUN ajst-6048 80 23 occur occur VERB ajst-6048 80 24 . . PUNCT ajst-6048 81 1 speed speed NOUN ajst-6048 81 2 limit limit NOUN ajst-6048 81 3 is be AUX ajst-6048 81 4 meaningless meaningless ADJ ajst-6048 81 5 . . PUNCT ajst-6048 82 1 after after SCONJ ajst-6048 82 2 the the DET ajst-6048 82 3 rainfall rainfall NOUN ajst-6048 82 4 reaches reach VERB ajst-6048 82 5 the the DET ajst-6048 82 6 predicted predict VERB ajst-6048 82 7 peak peak NOUN ajst-6048 82 8 , , PUNCT ajst-6048 82 9 it it PRON ajst-6048 82 10 is be AUX ajst-6048 82 11 necessary necessary ADJ ajst-6048 82 12 to to PART ajst-6048 82 13 compare compare VERB ajst-6048 82 14 and and CCONJ ajst-6048 82 15 judge judge VERB ajst-6048 82 16 the the DET ajst-6048 82 17 speed speed NOUN ajst-6048 82 18 limit limit NOUN ajst-6048 82 19 value value NOUN ajst-6048 82 20 of of ADP ajst-6048 82 21 the the DET ajst-6048 82 22 current current ADJ ajst-6048 82 23 expressway expressway NOUN ajst-6048 82 24 . . PUNCT ajst-6048 83 1 if if SCONJ ajst-6048 83 2 the the DET ajst-6048 83 3 speed speed NOUN ajst-6048 83 4 limit limit NOUN ajst-6048 83 5 strategy strategy NOUN ajst-6048 83 6 has have AUX ajst-6048 83 7 been be AUX ajst-6048 83 8 reduced reduce VERB ajst-6048 83 9 to to ADP ajst-6048 83 10 the the DET ajst-6048 83 11 lowest low ADJ ajst-6048 83 12 level level NOUN ajst-6048 83 13 and and CCONJ ajst-6048 83 14 the the DET ajst-6048 83 15 weather weather NOUN ajst-6048 83 16 trend trend NOUN ajst-6048 83 17 continues continue VERB ajst-6048 83 18 to to PART ajst-6048 83 19 improve improve VERB ajst-6048 83 20 , , PUNCT ajst-6048 83 21 it it PRON ajst-6048 83 22 can can AUX ajst-6048 83 23 be be AUX ajst-6048 83 24 considered consider VERB ajst-6048 83 25 to to PART ajst-6048 83 26 further far ADV ajst-6048 83 27 increase increase VERB ajst-6048 83 28 the the DET ajst-6048 83 29 speed speed NOUN ajst-6048 83 30 limit limit NOUN ajst-6048 83 31 threshold threshold NOUN ajst-6048 83 32 for for ADP ajst-6048 83 33 rainfall rainfall NOUN ajst-6048 83 34 events event NOUN ajst-6048 83 35 or or CCONJ ajst-6048 83 36 cancel cancel VERB ajst-6048 83 37 the the DET ajst-6048 83 38 speed speed NOUN ajst-6048 83 39 limit limit NOUN ajst-6048 83 40 provisions provision NOUN ajst-6048 83 41 . . PUNCT ajst-6048 84 1 because because SCONJ ajst-6048 84 2 it it PRON ajst-6048 84 3 is be AUX ajst-6048 84 4 close close ADJ ajst-6048 84 5 to to ADP ajst-6048 84 6 normal normal ADJ ajst-6048 84 7 weather weather NOUN ajst-6048 84 8 at at ADP ajst-6048 84 9 this this DET ajst-6048 84 10 time time NOUN ajst-6048 84 11 , , PUNCT ajst-6048 84 12 it it PRON ajst-6048 84 13 is be AUX ajst-6048 84 14 difficult difficult ADJ ajst-6048 84 15 for for SCONJ ajst-6048 84 16 the the DET ajst-6048 84 17 vehicle vehicle NOUN ajst-6048 84 18 to to PART ajst-6048 84 19 receive receive VERB ajst-6048 84 20 the the DET ajst-6048 84 21 influence influence NOUN ajst-6048 84 22 of of ADP ajst-6048 84 23 rainy rainy ADJ ajst-6048 84 24 weather weather NOUN ajst-6048 84 25 to to PART ajst-6048 84 26 have have VERB ajst-6048 84 27 a a DET ajst-6048 84 28 safety safety NOUN ajst-6048 84 29 accident accident NOUN ajst-6048 84 30 or or CCONJ ajst-6048 84 31 the the DET ajst-6048 84 32 rainy rainy ADJ ajst-6048 84 33 weather weather NOUN ajst-6048 84 34 has have AUX ajst-6048 84 35 dissipated dissipate VERB ajst-6048 84 36 , , PUNCT ajst-6048 84 37 and and CCONJ ajst-6048 84 38 the the DET ajst-6048 84 39 speed speed NOUN ajst-6048 84 40 limit limit NOUN ajst-6048 84 41 is be AUX ajst-6048 84 42 no no ADV ajst-6048 84 43 longer long ADV ajst-6048 84 44 meaningful meaningful ADJ ajst-6048 84 45 . . PUNCT ajst-6048 85 1 5 5 X ajst-6048 85 2 . . X ajst-6048 85 3 conclusion conclusion NOUN ajst-6048 85 4 in in ADP ajst-6048 85 5 this this DET ajst-6048 85 6 paper paper NOUN ajst-6048 85 7 , , PUNCT ajst-6048 85 8 a a DET ajst-6048 85 9 method method NOUN ajst-6048 85 10 of of ADP ajst-6048 85 11 expressway expressway NOUN ajst-6048 85 12 rainy rainy ADJ ajst-6048 85 13 weather weather NOUN ajst-6048 85 14 situation situation NOUN ajst-6048 85 15 prediction prediction NOUN ajst-6048 85 16 based base VERB ajst-6048 85 17 on on ADP ajst-6048 85 18 fuzzy fuzzy ADJ ajst-6048 85 19 recognition recognition NOUN ajst-6048 85 20 and and CCONJ ajst-6048 85 21 classification classification NOUN ajst-6048 85 22 of of ADP ajst-6048 85 23 historical historical ADJ ajst-6048 85 24 rainy rainy ADJ ajst-6048 85 25 weather weather NOUN ajst-6048 85 26 time time NOUN ajst-6048 85 27 rainfall rainfall NOUN ajst-6048 85 28 data datum NOUN ajst-6048 85 29 is be AUX ajst-6048 85 30 proposed propose VERB ajst-6048 85 31 . . PUNCT ajst-6048 86 1 taking take VERB ajst-6048 86 2 into into ADP ajst-6048 86 3 account account NOUN ajst-6048 86 4 the the DET ajst-6048 86 5 fact fact NOUN ajst-6048 86 6 that that SCONJ ajst-6048 86 7 the the DET ajst-6048 86 8 regional regional ADJ ajst-6048 86 9 climate climate NOUN ajst-6048 86 10 is be AUX ajst-6048 86 11 not not PART ajst-6048 86 12 easy easy ADJ ajst-6048 86 13 to to PART ajst-6048 86 14 change change VERB ajst-6048 86 15 greatly greatly ADV ajst-6048 86 16 all all DET ajst-6048 86 17 the the DET ajst-6048 86 18 year year NOUN ajst-6048 86 19 round round ADV ajst-6048 86 20 , , PUNCT ajst-6048 86 21 this this DET ajst-6048 86 22 method method NOUN ajst-6048 86 23 first first ADV ajst-6048 86 24 uses use VERB ajst-6048 86 25 the the DET ajst-6048 86 26 fuzzy fuzzy ADJ ajst-6048 86 27 recognition recognition NOUN ajst-6048 86 28 method method NOUN ajst-6048 86 29 to to PART ajst-6048 86 30 analyze analyze VERB ajst-6048 86 31 the the DET ajst-6048 86 32 historical historical ADJ ajst-6048 86 33 rainfall rainfall NOUN ajst-6048 86 34 data datum NOUN ajst-6048 86 35 , , PUNCT ajst-6048 86 36 and and CCONJ ajst-6048 86 37 obtains obtain VERB ajst-6048 86 38 the the DET ajst-6048 86 39 classification classification NOUN ajst-6048 86 40 of of ADP ajst-6048 86 41 historical historical ADJ ajst-6048 86 42 rainfall rainfall NOUN ajst-6048 86 43 types type NOUN ajst-6048 86 44 and and CCONJ ajst-6048 86 45 their their PRON ajst-6048 86 46 corresponding correspond VERB ajst-6048 86 47 functions function NOUN ajst-6048 86 48 . . PUNCT ajst-6048 87 1 then then ADV ajst-6048 87 2 , , PUNCT ajst-6048 87 3 the the DET ajst-6048 87 4 closeness closeness NOUN ajst-6048 87 5 of of ADP ajst-6048 87 6 the the DET ajst-6048 87 7 current current ADJ ajst-6048 87 8 monitoring monitoring NOUN ajst-6048 87 9 data datum NOUN ajst-6048 87 10 to to ADP ajst-6048 87 11 the the DET ajst-6048 87 12 historical historical ADJ ajst-6048 87 13 data data NOUN ajst-6048 87 14 function function NOUN ajst-6048 87 15 is be AUX ajst-6048 87 16 calculated calculate VERB ajst-6048 87 17 to to PART ajst-6048 87 18 determine determine VERB ajst-6048 87 19 the the DET ajst-6048 87 20 type type NOUN ajst-6048 87 21 of of ADP ajst-6048 87 22 current current ADJ ajst-6048 87 23 rainfall rainfall NOUN ajst-6048 87 24 . . PUNCT ajst-6048 88 1 after after ADP ajst-6048 88 2 determining determine VERB ajst-6048 88 3 the the DET ajst-6048 88 4 rainfall rainfall NOUN ajst-6048 88 5 type type NOUN ajst-6048 88 6 , , PUNCT ajst-6048 88 7 the the DET ajst-6048 88 8 next next ADJ ajst-6048 88 9 possible possible ADJ ajst-6048 88 10 trend trend NOUN ajst-6048 88 11 of of ADP ajst-6048 88 12 current current ADJ ajst-6048 88 13 rainfall rainfall NOUN ajst-6048 88 14 can can AUX ajst-6048 88 15 be be AUX ajst-6048 88 16 judged judge VERB ajst-6048 88 17 . . PUNCT ajst-6048 89 1 this this DET ajst-6048 89 2 model model NOUN ajst-6048 89 3 can can AUX ajst-6048 89 4 effectively effectively ADV ajst-6048 89 5 serve serve VERB ajst-6048 89 6 the the DET ajst-6048 89 7 safety safety NOUN ajst-6048 89 8 management management NOUN ajst-6048 89 9 of of ADP ajst-6048 89 10 expressway expressway NOUN ajst-6048 89 11 in in ADP ajst-6048 89 12 rainy rainy ADJ ajst-6048 89 13 days day NOUN ajst-6048 89 14 . . PUNCT ajst-6048 90 1 references reference NOUN ajst-6048 90 2 [ [ X ajst-6048 90 3 1 1 NUM ajst-6048 90 4 ] ] X ajst-6048 90 5 aguilar aguilar PROPN ajst-6048 90 6 , , PUNCT ajst-6048 90 7 cristopher cristopher PROPN ajst-6048 90 8 , , PUNCT ajst-6048 90 9 et et PROPN ajst-6048 90 10 al al PROPN ajst-6048 90 11 . . PUNCT ajst-6048 91 1 " " PUNCT ajst-6048 91 2 analysis analysis NOUN ajst-6048 91 3 of of ADP ajst-6048 91 4 factors factor NOUN ajst-6048 91 5 affecting affect VERB ajst-6048 91 6 the the DET ajst-6048 91 7 frequency frequency NOUN ajst-6048 91 8 of of ADP ajst-6048 91 9 crashes crash NOUN ajst-6048 91 10 on on ADP ajst-6048 91 11 interstate interstate ADJ ajst-6048 91 12 freeways freeway NOUN ajst-6048 91 13 by by ADP ajst-6048 91 14 vehicle vehicle NOUN ajst-6048 91 15 type type NOUN ajst-6048 91 16 considering consider VERB ajst-6048 91 17 multiple multiple ADJ ajst-6048 91 18 weather weather NOUN ajst-6048 91 19 variables variable NOUN ajst-6048 91 20 . . PUNCT ajst-6048 91 21 " " PUNCT ajst-6048 92 1 journal journal NOUN ajst-6048 92 2 of of ADP ajst-6048 92 3 transportation transportation NOUN ajst-6048 92 4 safety safety NOUN ajst-6048 92 5 & & CCONJ ajst-6048 92 6 security security NOUN ajst-6048 92 7 14.6 14.6 NUM ajst-6048 92 8 ( ( PUNCT ajst-6048 92 9 2022 2022 NUM ajst-6048 92 10 ): ): PUNCT ajst-6048 92 11 973 973 NUM ajst-6048 92 12 - - SYM ajst-6048 92 13 1001 1001 NUM ajst-6048 92 14 . . PUNCT ajst-6048 93 1 [ [ X ajst-6048 93 2 2 2 NUM ajst-6048 93 3 ] ] X ajst-6048 93 4 seeherman seeherman NOUN ajst-6048 93 5 , , PUNCT ajst-6048 93 6 joshua joshua PROPN ajst-6048 93 7 , , PUNCT ajst-6048 93 8 and and CCONJ ajst-6048 93 9 alexander alexander PROPN ajst-6048 93 10 skabardonis skabardonis PROPN ajst-6048 93 11 . . PUNCT ajst-6048 94 1 " " PUNCT ajst-6048 94 2 impact impact NOUN ajst-6048 94 3 of of ADP ajst-6048 94 4 adverse adverse ADJ ajst-6048 94 5 weather weather NOUN ajst-6048 94 6 on on ADP ajst-6048 94 7 freeway freeway NOUN ajst-6048 94 8 bottleneck bottleneck NOUN ajst-6048 94 9 performance performance NOUN ajst-6048 94 10 . . PUNCT ajst-6048 94 11 " " PUNCT ajst-6048 95 1 journal journal NOUN ajst-6048 95 2 of of ADP ajst-6048 95 3 transportation transportation NOUN ajst-6048 95 4 engineering engineering NOUN ajst-6048 95 5 , , PUNCT ajst-6048 95 6 part part NOUN ajst-6048 95 7 a a DET ajst-6048 95 8 : : PUNCT ajst-6048 95 9 systems system NOUN ajst-6048 95 10 146.10 146.10 NUM ajst-6048 95 11 ( ( PUNCT ajst-6048 95 12 2020 2020 NUM ajst-6048 95 13 ): ): PUNCT ajst-6048 95 14 04020120 04020120 NUM ajst-6048 95 15 . . PUNCT ajst-6048 96 1 [ [ X ajst-6048 96 2 3 3 X ajst-6048 96 3 ] ] X ajst-6048 96 4 g. g. PROPN ajst-6048 96 5 o. o. PROPN ajst-6048 96 6 young young PROPN ajst-6048 96 7 , , PUNCT ajst-6048 96 8 ā€œ " PUNCT ajst-6048 96 9 synthetic synthetic ADJ ajst-6048 96 10 structure structure NOUN ajst-6048 96 11 of of ADP ajst-6048 96 12 industrial industrial ADJ ajst-6048 96 13 plastics plastic NOUN ajst-6048 96 14 ( ( PUNCT ajst-6048 96 15 book book NOUN ajst-6048 96 16 style style NOUN ajst-6048 96 17 with with ADP ajst-6048 96 18 paper paper NOUN ajst-6048 96 19 title title NOUN ajst-6048 96 20 and and CCONJ ajst-6048 96 21 editor editor NOUN ajst-6048 96 22 ) ) PUNCT ajst-6048 96 23 , , PUNCT ajst-6048 96 24 ā€ " PUNCT ajst-6048 96 25 in in ADP ajst-6048 96 26 plastics plastic NOUN ajst-6048 96 27 , , PUNCT ajst-6048 96 28 2nd 2nd ADJ ajst-6048 96 29 ed ed NOUN ajst-6048 96 30 . . PUNCT ajst-6048 97 1 vol vol NOUN ajst-6048 97 2 . . PROPN ajst-6048 98 1 3 3 NUM ajst-6048 98 2 , , PUNCT ajst-6048 98 3 j. j. PROPN ajst-6048 98 4 peters peters PROPN ajst-6048 98 5 , , PUNCT ajst-6048 98 6 ed ed NOUN ajst-6048 98 7 . . PUNCT ajst-6048 99 1 new new PROPN ajst-6048 99 2 york york PROPN ajst-6048 99 3 : : PUNCT ajst-6048 99 4 mcgraw mcgraw PROPN ajst-6048 99 5 - - PUNCT ajst-6048 99 6 hill hill PROPN ajst-6048 99 7 , , PUNCT ajst-6048 99 8 1964 1964 NUM ajst-6048 99 9 , , PUNCT ajst-6048 99 10 pp pp ADJ ajst-6048 99 11 . . PUNCT ajst-6048 100 1 15ā€“64 15ā€“64 NUM ajst-6048 100 2 . . PUNCT ajst-6048 101 1 [ [ X ajst-6048 101 2 4 4 NUM ajst-6048 101 3 ] ] PUNCT ajst-6048 101 4 makinde makinde NOUN ajst-6048 101 5 , , PUNCT ajst-6048 101 6 o. o. INTJ ajst-6048 101 7 , , PUNCT ajst-6048 101 8 and and CCONJ ajst-6048 101 9 j. j. PROPN ajst-6048 101 10 ben ben PROPN ajst-6048 101 11 - - PROPN ajst-6048 101 12 edigbe edigbe NOUN ajst-6048 101 13 . . PUNCT ajst-6048 102 1 " " PUNCT ajst-6048 102 2 effect effect NOUN ajst-6048 102 3 of of ADP ajst-6048 102 4 night night NOUN ajst-6048 102 5 - - PUNCT ajst-6048 102 6 time time NOUN ajst-6048 102 7 rain rain NOUN ajst-6048 102 8 on on ADP ajst-6048 102 9 travel travel NOUN ajst-6048 102 10 speed speed NOUN ajst-6048 102 11 at at ADP ajst-6048 102 12 two two NUM ajst-6048 102 13 - - PUNCT ajst-6048 102 14 lane lane NOUN ajst-6048 102 15 highway highway NOUN ajst-6048 102 16 without without ADP ajst-6048 102 17 lights light NOUN ajst-6048 102 18 . . PUNCT ajst-6048 102 19 " " PUNCT ajst-6048 103 1 transportation transportation NOUN ajst-6048 103 2 research research NOUN ajst-6048 103 3 procedia procedia PROPN ajst-6048 103 4 48.1(2020):747 48.1(2020):747 PROPN ajst-6048 103 5 - - SYM ajst-6048 103 6 755 755 NUM ajst-6048 103 7 . . PUNCT