id sid tid token lemma pos ajst-16784 1 1 academic academic ADJ ajst-16784 1 2 journal journal NOUN ajst-16784 1 3 of of ADP ajst-16784 1 4 science science NOUN ajst-16784 1 5 and and CCONJ ajst-16784 1 6 technology technology NOUN ajst-16784 1 7 issn issn NOUN ajst-16784 1 8 : : PUNCT ajst-16784 1 9 2771 2771 NUM ajst-16784 1 10 - - SYM ajst-16784 1 11 3032 3032 NUM ajst-16784 1 12 | | NOUN ajst-16784 1 13 vol vol NOUN ajst-16784 1 14 . . PROPN ajst-16784 2 1 9 9 NUM ajst-16784 2 2 , , PUNCT ajst-16784 2 3 no no INTJ ajst-16784 2 4 . . NOUN ajst-16784 2 5 1 1 NUM ajst-16784 2 6 , , PUNCT ajst-16784 2 7 2024 2024 NUM ajst-16784 2 8 172 172 NUM ajst-16784 2 9 flood flood NOUN ajst-16784 2 10 risk risk NOUN ajst-16784 2 11 identification identification NOUN ajst-16784 2 12 of of ADP ajst-16784 2 13 zhengzhou zhengzhou PROPN ajst-16784 2 14 metropolitan metropolitan PROPN ajst-16784 2 15 area area NOUN ajst-16784 2 16 based base VERB ajst-16784 2 17 on on ADP ajst-16784 2 18 invest invest VERB ajst-16784 2 19 model model PROPN ajst-16784 2 20 bingyu bingyu PROPN ajst-16784 2 21 ma1 ma1 PROPN ajst-16784 2 22 , , PUNCT ajst-16784 2 23 * * PROPN ajst-16784 3 1 1school 1school NUM ajst-16784 3 2 of of ADP ajst-16784 3 3 surveying surveying NOUN ajst-16784 3 4 and and CCONJ ajst-16784 3 5 land land NOUN ajst-16784 3 6 information information NOUN ajst-16784 3 7 engineering engineering PROPN ajst-16784 3 8 , , PUNCT ajst-16784 3 9 henan henan PROPN ajst-16784 3 10 polytechnic polytechnic PROPN ajst-16784 3 11 university university PROPN ajst-16784 3 12 , , PUNCT ajst-16784 3 13 jiaozuo jiaozuo PROPN ajst-16784 3 14 454003 454003 NUM ajst-16784 3 15 , , PUNCT ajst-16784 3 16 china china PROPN ajst-16784 3 17 * * PUNCT ajst-16784 3 18 corresponding correspond VERB ajst-16784 3 19 author author NOUN ajst-16784 3 20 : : PUNCT ajst-16784 3 21 mabingyu1211@163.com mabingyu1211@163.com X ajst-16784 3 22 abstract abstract ADJ ajst-16784 3 23 : : PUNCT ajst-16784 3 24 rainstorm rainstorm NOUN ajst-16784 3 25 and and CCONJ ajst-16784 3 26 urban urban ADJ ajst-16784 3 27 flood flood NOUN ajst-16784 3 28 are be AUX ajst-16784 3 29 always always ADV ajst-16784 3 30 one one NUM ajst-16784 3 31 of of ADP ajst-16784 3 32 the the DET ajst-16784 3 33 most most ADV ajst-16784 3 34 serious serious ADJ ajst-16784 3 35 natural natural ADJ ajst-16784 3 36 disasters disaster NOUN ajst-16784 3 37 in in ADP ajst-16784 3 38 china china PROPN ajst-16784 3 39 due due ADP ajst-16784 3 40 to to ADP ajst-16784 3 41 the the DET ajst-16784 3 42 change change NOUN ajst-16784 3 43 of of ADP ajst-16784 3 44 ecological ecological ADJ ajst-16784 3 45 environment environment NOUN ajst-16784 3 46 , , PUNCT ajst-16784 3 47 terrain terrain NOUN ajst-16784 3 48 conditions condition NOUN ajst-16784 3 49 and and CCONJ ajst-16784 3 50 climate climate NOUN ajst-16784 3 51 change change NOUN ajst-16784 3 52 . . PUNCT ajst-16784 4 1 rainstorm rainstorm NOUN ajst-16784 4 2 and and CCONJ ajst-16784 4 3 flood flood NOUN ajst-16784 4 4 disasters disaster NOUN ajst-16784 4 5 seriously seriously ADV ajst-16784 4 6 threaten threaten VERB ajst-16784 4 7 the the DET ajst-16784 4 8 security security NOUN ajst-16784 4 9 and and CCONJ ajst-16784 4 10 development development NOUN ajst-16784 4 11 of of ADP ajst-16784 4 12 regional regional ADJ ajst-16784 4 13 economy economy NOUN ajst-16784 4 14 and and CCONJ ajst-16784 4 15 society society NOUN ajst-16784 4 16 . . PUNCT ajst-16784 5 1 therefore therefore ADV ajst-16784 5 2 , , PUNCT ajst-16784 5 3 how how SCONJ ajst-16784 5 4 to to PART ajst-16784 5 5 identify identify VERB ajst-16784 5 6 the the DET ajst-16784 5 7 high high ADJ ajst-16784 5 8 - - PUNCT ajst-16784 5 9 risk risk NOUN ajst-16784 5 10 areas area NOUN ajst-16784 5 11 of of ADP ajst-16784 5 12 flood flood NOUN ajst-16784 5 13 disasters disaster NOUN ajst-16784 5 14 is be AUX ajst-16784 5 15 an an DET ajst-16784 5 16 important important ADJ ajst-16784 5 17 issue issue NOUN ajst-16784 5 18 to to PART ajst-16784 5 19 be be AUX ajst-16784 5 20 solved solve VERB ajst-16784 5 21 in in ADP ajst-16784 5 22 the the DET ajst-16784 5 23 prevention prevention NOUN ajst-16784 5 24 of of ADP ajst-16784 5 25 flood flood NOUN ajst-16784 5 26 disasters disaster NOUN ajst-16784 5 27 . . PUNCT ajst-16784 6 1 taking take VERB ajst-16784 6 2 zhengzhou zhengzhou PROPN ajst-16784 6 3 metropolitan metropolitan PROPN ajst-16784 6 4 area area NOUN ajst-16784 6 5 as as ADP ajst-16784 6 6 the the DET ajst-16784 6 7 research research NOUN ajst-16784 6 8 object object NOUN ajst-16784 6 9 , , PUNCT ajst-16784 6 10 based base VERB ajst-16784 6 11 on on ADP ajst-16784 6 12 the the DET ajst-16784 6 13 urban urban ADJ ajst-16784 6 14 flood flood NOUN ajst-16784 6 15 risk risk NOUN ajst-16784 6 16 mitigation mitigation NOUN ajst-16784 6 17 module module NOUN ajst-16784 6 18 of of ADP ajst-16784 6 19 invest invest NOUN ajst-16784 6 20 model model NOUN ajst-16784 6 21 , , PUNCT ajst-16784 6 22 the the DET ajst-16784 6 23 vulnerability vulnerability NOUN ajst-16784 6 24 of of ADP ajst-16784 6 25 flood flood NOUN ajst-16784 6 26 disaster disaster NOUN ajst-16784 6 27 , , PUNCT ajst-16784 6 28 the the DET ajst-16784 6 29 supply supply NOUN ajst-16784 6 30 capacity capacity NOUN ajst-16784 6 31 of of ADP ajst-16784 6 32 flood flood NOUN ajst-16784 6 33 regulation regulation NOUN ajst-16784 6 34 service service NOUN ajst-16784 6 35 and and CCONJ ajst-16784 6 36 the the DET ajst-16784 6 37 supply supply NOUN ajst-16784 6 38 - - PUNCT ajst-16784 6 39 demand demand NOUN ajst-16784 6 40 ratio ratio NOUN ajst-16784 6 41 of of ADP ajst-16784 6 42 ecosystem ecosystem NOUN ajst-16784 6 43 service service NOUN ajst-16784 6 44 in in ADP ajst-16784 6 45 the the DET ajst-16784 6 46 study study NOUN ajst-16784 6 47 area area NOUN ajst-16784 6 48 are be AUX ajst-16784 6 49 obtained obtain VERB ajst-16784 6 50 through through ADP ajst-16784 6 51 analysis analysis NOUN ajst-16784 6 52 , , PUNCT ajst-16784 6 53 and and CCONJ ajst-16784 6 54 the the DET ajst-16784 6 55 areas area NOUN ajst-16784 6 56 vulnerable vulnerable ADJ ajst-16784 6 57 to to ADP ajst-16784 6 58 flood flood NOUN ajst-16784 6 59 disaster disaster NOUN ajst-16784 6 60 in in ADP ajst-16784 6 61 the the DET ajst-16784 6 62 study study NOUN ajst-16784 6 63 area area NOUN ajst-16784 6 64 are be AUX ajst-16784 6 65 identified identify VERB ajst-16784 6 66 . . PUNCT ajst-16784 7 1 the the DET ajst-16784 7 2 results result NOUN ajst-16784 7 3 show show VERB ajst-16784 7 4 that that SCONJ ajst-16784 7 5 : : PUNCT ajst-16784 7 6 ( ( PUNCT ajst-16784 7 7 1 1 X ajst-16784 7 8 ) ) PUNCT ajst-16784 7 9 the the DET ajst-16784 7 10 flood flood NOUN ajst-16784 7 11 regulation regulation NOUN ajst-16784 7 12 service service NOUN ajst-16784 7 13 supply supply NOUN ajst-16784 7 14 capacity capacity NOUN ajst-16784 7 15 is be AUX ajst-16784 7 16 mainly mainly ADV ajst-16784 7 17 manifested manifest VERB ajst-16784 7 18 in in ADP ajst-16784 7 19 the the DET ajst-16784 7 20 spatial spatial ADJ ajst-16784 7 21 distribution distribution NOUN ajst-16784 7 22 pattern pattern NOUN ajst-16784 7 23 of of ADP ajst-16784 7 24 high high ADJ ajst-16784 7 25 in in ADP ajst-16784 7 26 the the DET ajst-16784 7 27 west west NOUN ajst-16784 7 28 and and CCONJ ajst-16784 7 29 low low ADJ ajst-16784 7 30 in in ADP ajst-16784 7 31 the the DET ajst-16784 7 32 east east NOUN ajst-16784 7 33 . . PUNCT ajst-16784 8 1 the the DET ajst-16784 8 2 northern northern ADJ ajst-16784 8 3 jiaozuo jiaozuo PROPN ajst-16784 8 4 , , PUNCT ajst-16784 8 5 northern northern PROPN ajst-16784 8 6 xinyang xinyang PROPN ajst-16784 8 7 , , PUNCT ajst-16784 8 8 western western ADJ ajst-16784 8 9 zhengzhou zhengzhou PROPN ajst-16784 8 10 and and CCONJ ajst-16784 8 11 western western PROPN ajst-16784 8 12 xuchang xuchang PROPN ajst-16784 8 13 have have VERB ajst-16784 8 14 higher high ADJ ajst-16784 8 15 supply supply NOUN ajst-16784 8 16 service service NOUN ajst-16784 8 17 levels level NOUN ajst-16784 8 18 . . PUNCT ajst-16784 9 1 ( ( PUNCT ajst-16784 9 2 2 2 X ajst-16784 9 3 ) ) PUNCT ajst-16784 9 4 affected affect VERB ajst-16784 9 5 by by ADP ajst-16784 9 6 factors factor NOUN ajst-16784 9 7 such such ADJ ajst-16784 9 8 as as ADP ajst-16784 9 9 population population NOUN ajst-16784 9 10 density density NOUN ajst-16784 9 11 , , PUNCT ajst-16784 9 12 economic economic ADJ ajst-16784 9 13 development development NOUN ajst-16784 9 14 level level NOUN ajst-16784 9 15 and and CCONJ ajst-16784 9 16 land land NOUN ajst-16784 9 17 use use NOUN ajst-16784 9 18 development development NOUN ajst-16784 9 19 degree degree NOUN ajst-16784 9 20 , , PUNCT ajst-16784 9 21 there there PRON ajst-16784 9 22 are be VERB ajst-16784 9 23 also also ADV ajst-16784 9 24 obvious obvious ADJ ajst-16784 9 25 spatial spatial ADJ ajst-16784 9 26 differences difference NOUN ajst-16784 9 27 in in ADP ajst-16784 9 28 the the DET ajst-16784 9 29 spatial spatial ADJ ajst-16784 9 30 distribution distribution NOUN ajst-16784 9 31 of of ADP ajst-16784 9 32 flood flood NOUN ajst-16784 9 33 regulation regulation NOUN ajst-16784 9 34 service service NOUN ajst-16784 9 35 demand demand NOUN ajst-16784 9 36 . . PUNCT ajst-16784 10 1 the the DET ajst-16784 10 2 high high ADJ ajst-16784 10 3 demand demand NOUN ajst-16784 10 4 area area NOUN ajst-16784 10 5 of of ADP ajst-16784 10 6 flood flood NOUN ajst-16784 10 7 regulation regulation NOUN ajst-16784 10 8 service service NOUN ajst-16784 10 9 is be AUX ajst-16784 10 10 concentrated concentrate VERB ajst-16784 10 11 in in ADP ajst-16784 10 12 the the DET ajst-16784 10 13 central central ADJ ajst-16784 10 14 urban urban ADJ ajst-16784 10 15 area area NOUN ajst-16784 10 16 . . PUNCT ajst-16784 11 1 ( ( PUNCT ajst-16784 11 2 3 3 X ajst-16784 11 3 ) ) PUNCT ajst-16784 11 4 in in ADP ajst-16784 11 5 areas area NOUN ajst-16784 11 6 with with ADP ajst-16784 11 7 low low ADJ ajst-16784 11 8 population population NOUN ajst-16784 11 9 density density NOUN ajst-16784 11 10 and and CCONJ ajst-16784 11 11 high high ADJ ajst-16784 11 12 vegetation vegetation NOUN ajst-16784 11 13 coverage coverage NOUN ajst-16784 11 14 , , PUNCT ajst-16784 11 15 the the DET ajst-16784 11 16 high high ADJ ajst-16784 11 17 supply supply NOUN ajst-16784 11 18 and and CCONJ ajst-16784 11 19 low low ADJ ajst-16784 11 20 demand demand NOUN ajst-16784 11 21 of of ADP ajst-16784 11 22 flood flood NOUN ajst-16784 11 23 regulation regulation NOUN ajst-16784 11 24 services service NOUN ajst-16784 11 25 lead lead VERB ajst-16784 11 26 to to ADP ajst-16784 11 27 a a DET ajst-16784 11 28 higher high ADJ ajst-16784 11 29 service service NOUN ajst-16784 11 30 supply supply NOUN ajst-16784 11 31 - - PUNCT ajst-16784 11 32 demand demand NOUN ajst-16784 11 33 ratio ratio NOUN ajst-16784 11 34 . . PUNCT ajst-16784 12 1 in in ADP ajst-16784 12 2 the the DET ajst-16784 12 3 central central ADJ ajst-16784 12 4 urban urban ADJ ajst-16784 12 5 area area NOUN ajst-16784 12 6 of of ADP ajst-16784 12 7 the the DET ajst-16784 12 8 city city NOUN ajst-16784 12 9 , , PUNCT ajst-16784 12 10 due due ADP ajst-16784 12 11 to to ADP ajst-16784 12 12 the the DET ajst-16784 12 13 large large ADJ ajst-16784 12 14 proportion proportion NOUN ajst-16784 12 15 of of ADP ajst-16784 12 16 construction construction NOUN ajst-16784 12 17 land land NOUN ajst-16784 12 18 and and CCONJ ajst-16784 12 19 dense dense ADJ ajst-16784 12 20 population population NOUN ajst-16784 12 21 , , PUNCT ajst-16784 12 22 the the DET ajst-16784 12 23 supply supply NOUN ajst-16784 12 24 and and CCONJ ajst-16784 12 25 demand demand NOUN ajst-16784 12 26 of of ADP ajst-16784 12 27 services service NOUN ajst-16784 12 28 is be AUX ajst-16784 12 29 relatively relatively ADV ajst-16784 12 30 low low ADJ ajst-16784 12 31 . . PUNCT ajst-16784 13 1 keywords keyword NOUN ajst-16784 13 2 : : PUNCT ajst-16784 13 3 invest invest VERB ajst-16784 13 4 model model NOUN ajst-16784 13 5 ; ; PUNCT ajst-16784 13 6 flood flood NOUN ajst-16784 13 7 regulation regulation NOUN ajst-16784 13 8 services service NOUN ajst-16784 13 9 ; ; PUNCT ajst-16784 13 10 supply supply NOUN ajst-16784 13 11 - - PUNCT ajst-16784 13 12 demand demand NOUN ajst-16784 13 13 ratio ratio NOUN ajst-16784 13 14 ; ; PUNCT ajst-16784 13 15 zhengzhou zhengzhou PROPN ajst-16784 13 16 metropolitan metropolitan PROPN ajst-16784 13 17 area area NOUN ajst-16784 13 18 ; ; PUNCT ajst-16784 13 19 flood flood NOUN ajst-16784 13 20 risk risk NOUN ajst-16784 13 21 . . PUNCT ajst-16784 14 1 1 1 X ajst-16784 14 2 . . X ajst-16784 14 3 introduction introduction NOUN ajst-16784 14 4 the the DET ajst-16784 14 5 rapid rapid ADJ ajst-16784 14 6 development development NOUN ajst-16784 14 7 of of ADP ajst-16784 14 8 the the DET ajst-16784 14 9 city city NOUN ajst-16784 14 10 has have AUX ajst-16784 14 11 significantly significantly ADV ajst-16784 14 12 improved improve VERB ajst-16784 14 13 the the DET ajst-16784 14 14 material material NOUN ajst-16784 14 15 living living NOUN ajst-16784 14 16 standards standard NOUN ajst-16784 14 17 and and CCONJ ajst-16784 14 18 quality quality NOUN ajst-16784 14 19 of of ADP ajst-16784 14 20 human human ADJ ajst-16784 14 21 beings being NOUN ajst-16784 14 22 , , PUNCT ajst-16784 14 23 but but CCONJ ajst-16784 14 24 the the DET ajst-16784 14 25 high high ADJ ajst-16784 14 26 - - PUNCT ajst-16784 14 27 intensity intensity NOUN ajst-16784 14 28 and and CCONJ ajst-16784 14 29 disorderly disorderly ADJ ajst-16784 14 30 land land NOUN ajst-16784 14 31 development development NOUN ajst-16784 14 32 has have AUX ajst-16784 14 33 also also ADV ajst-16784 14 34 destroyed destroy VERB ajst-16784 14 35 the the DET ajst-16784 14 36 ecological ecological ADJ ajst-16784 14 37 space[1 space[1 NOUN ajst-16784 14 38 ] ] PUNCT ajst-16784 14 39 . . PUNCT ajst-16784 15 1 the the DET ajst-16784 15 2 deterioration deterioration NOUN ajst-16784 15 3 of of ADP ajst-16784 15 4 the the DET ajst-16784 15 5 ecological ecological ADJ ajst-16784 15 6 environment environment NOUN ajst-16784 15 7 has have AUX ajst-16784 15 8 significantly significantly ADV ajst-16784 15 9 affected affect VERB ajst-16784 15 10 the the DET ajst-16784 15 11 regional regional ADJ ajst-16784 15 12 hydrological hydrological ADJ ajst-16784 15 13 cycle cycle NOUN ajst-16784 15 14 process process NOUN ajst-16784 15 15 , , PUNCT ajst-16784 15 16 making make VERB ajst-16784 15 17 the the DET ajst-16784 15 18 city city NOUN ajst-16784 15 19 more more ADV ajst-16784 15 20 prone prone ADJ ajst-16784 15 21 to to ADP ajst-16784 15 22 floods flood NOUN ajst-16784 15 23 in in ADP ajst-16784 15 24 the the DET ajst-16784 15 25 face face NOUN ajst-16784 15 26 of of ADP ajst-16784 15 27 heavy heavy ADJ ajst-16784 15 28 rainfall rainfall NOUN ajst-16784 15 29 , , PUNCT ajst-16784 15 30 and and CCONJ ajst-16784 15 31 urban urban ADJ ajst-16784 15 32 floods flood NOUN ajst-16784 15 33 are be AUX ajst-16784 15 34 facing face VERB ajst-16784 15 35 new new ADJ ajst-16784 15 36 challenges[2 challenges[2 PROPN ajst-16784 15 37 ] ] PUNCT ajst-16784 15 38 . . PUNCT ajst-16784 16 1 more more ADJ ajst-16784 16 2 than than SCONJ ajst-16784 16 3 twothirds twothird NOUN ajst-16784 16 4 of of ADP ajst-16784 16 5 the the DET ajst-16784 16 6 country country NOUN ajst-16784 16 7 's 's PART ajst-16784 16 8 land land NOUN ajst-16784 16 9 is be AUX ajst-16784 16 10 threatened threaten VERB ajst-16784 16 11 by by ADP ajst-16784 16 12 floods flood NOUN ajst-16784 16 13 , , PUNCT ajst-16784 16 14 and and CCONJ ajst-16784 16 15 more more ADJ ajst-16784 16 16 than than ADP ajst-16784 16 17 two two NUM ajst-16784 16 18 - - PUNCT ajst-16784 16 19 thirds third NOUN ajst-16784 16 20 of of ADP ajst-16784 16 21 the the DET ajst-16784 16 22 cities city NOUN ajst-16784 16 23 have have AUX ajst-16784 16 24 experienced experience VERB ajst-16784 16 25 varying vary VERB ajst-16784 16 26 degrees degree NOUN ajst-16784 16 27 of of ADP ajst-16784 16 28 rainstorms rainstorm NOUN ajst-16784 16 29 and and CCONJ ajst-16784 16 30 floods flood NOUN ajst-16784 16 31 . . PUNCT ajst-16784 17 1 since since SCONJ ajst-16784 17 2 1949 1949 NUM ajst-16784 17 3 , , PUNCT ajst-16784 17 4 floods flood NOUN ajst-16784 17 5 have have AUX ajst-16784 17 6 become become VERB ajst-16784 17 7 china china PROPN ajst-16784 17 8 's 's PART ajst-16784 17 9 highest high ADJ ajst-16784 17 10 frequency frequency NOUN ajst-16784 17 11 of of ADP ajst-16784 17 12 occurrence occurrence NOUN ajst-16784 17 13 , , PUNCT ajst-16784 17 14 the the DET ajst-16784 17 15 largest large ADJ ajst-16784 17 16 scope scope NOUN ajst-16784 17 17 of of ADP ajst-16784 17 18 impact impact NOUN ajst-16784 17 19 and and CCONJ ajst-16784 17 20 the the DET ajst-16784 17 21 most most ADJ ajst-16784 17 22 losses loss NOUN ajst-16784 17 23 . . PUNCT ajst-16784 18 1 natural natural ADJ ajst-16784 18 2 disasters disaster NOUN ajst-16784 18 3 , , PUNCT ajst-16784 18 4 china china PROPN ajst-16784 18 5 has have VERB ajst-16784 18 6 different different ADJ ajst-16784 18 7 degrees degree NOUN ajst-16784 18 8 and and CCONJ ajst-16784 18 9 ranges range NOUN ajst-16784 18 10 of of ADP ajst-16784 18 11 floods flood NOUN ajst-16784 18 12 every every DET ajst-16784 18 13 year year NOUN ajst-16784 18 14 , , PUNCT ajst-16784 18 15 which which PRON ajst-16784 18 16 have have VERB ajst-16784 18 17 a a DET ajst-16784 18 18 significant significant ADJ ajst-16784 18 19 impact impact NOUN ajst-16784 18 20 on on ADP ajst-16784 18 21 people people NOUN ajst-16784 18 22 's 's PART ajst-16784 18 23 lives life NOUN ajst-16784 18 24 and and CCONJ ajst-16784 18 25 property property NOUN ajst-16784 18 26 . . PUNCT ajst-16784 19 1 from from ADP ajst-16784 19 2 july july PROPN ajst-16784 19 3 17,2021 17,2021 NUM ajst-16784 19 4 to to ADP ajst-16784 19 5 july july PROPN ajst-16784 19 6 20,2021 20,2021 NUM ajst-16784 19 7 , , PUNCT ajst-16784 19 8 affected affect VERB ajst-16784 19 9 by by ADP ajst-16784 19 10 abnormal abnormal ADJ ajst-16784 19 11 atmospheric atmospheric ADJ ajst-16784 19 12 circulation circulation NOUN ajst-16784 19 13 and and CCONJ ajst-16784 19 14 typhoon typhoon NOUN ajst-16784 19 15 , , PUNCT ajst-16784 19 16 henan henan PROPN ajst-16784 19 17 province province PROPN ajst-16784 19 18 suffered suffer VERB ajst-16784 19 19 a a DET ajst-16784 19 20 rare rare ADJ ajst-16784 19 21 heavy heavy ADJ ajst-16784 19 22 rainstorm rainstorm NOUN ajst-16784 19 23 in in ADP ajst-16784 19 24 history history NOUN ajst-16784 19 25 , , PUNCT ajst-16784 19 26 especially especially ADV ajst-16784 19 27 zhengzhou zhengzhou PROPN ajst-16784 19 28 city city NOUN ajst-16784 19 29 suffered suffer VERB ajst-16784 19 30 heavy heavy ADJ ajst-16784 19 31 casualties casualty NOUN ajst-16784 19 32 and and CCONJ ajst-16784 19 33 property property NOUN ajst-16784 19 34 losses loss NOUN ajst-16784 19 35 . . PUNCT ajst-16784 20 1 therefore therefore ADV ajst-16784 20 2 , , PUNCT ajst-16784 20 3 it it PRON ajst-16784 20 4 is be AUX ajst-16784 20 5 necessary necessary ADJ ajst-16784 20 6 to to PART ajst-16784 20 7 identify identify VERB ajst-16784 20 8 areas area NOUN ajst-16784 20 9 susceptible susceptible ADJ ajst-16784 20 10 to to ADP ajst-16784 20 11 flood flood NOUN ajst-16784 20 12 disasters disaster NOUN ajst-16784 20 13 and and CCONJ ajst-16784 20 14 take take VERB ajst-16784 20 15 certain certain ADJ ajst-16784 20 16 flood flood NOUN ajst-16784 20 17 control control NOUN ajst-16784 20 18 measures measure NOUN ajst-16784 20 19 to to PART ajst-16784 20 20 protect protect VERB ajst-16784 20 21 the the DET ajst-16784 20 22 safety safety NOUN ajst-16784 20 23 of of ADP ajst-16784 20 24 people people NOUN ajst-16784 20 25 's 's PART ajst-16784 20 26 lives life NOUN ajst-16784 20 27 and and CCONJ ajst-16784 20 28 property property NOUN ajst-16784 20 29 . . PUNCT ajst-16784 21 1 mastering master VERB ajst-16784 21 2 the the DET ajst-16784 21 3 supply supply NOUN ajst-16784 21 4 and and CCONJ ajst-16784 21 5 demand demand NOUN ajst-16784 21 6 of of ADP ajst-16784 21 7 regional regional ADJ ajst-16784 21 8 ecosystem ecosystem NOUN ajst-16784 21 9 services service NOUN ajst-16784 21 10 and and CCONJ ajst-16784 21 11 protecting protect VERB ajst-16784 21 12 regional regional ADJ ajst-16784 21 13 ecological ecological ADJ ajst-16784 21 14 security security NOUN ajst-16784 21 15 are be AUX ajst-16784 21 16 of of ADP ajst-16784 21 17 great great ADJ ajst-16784 21 18 significance significance NOUN ajst-16784 21 19 for for ADP ajst-16784 21 20 improving improve VERB ajst-16784 21 21 human human ADJ ajst-16784 21 22 well well NOUN ajst-16784 21 23 - - PUNCT ajst-16784 21 24 being[3 being[3 NOUN ajst-16784 21 25 ] ] X ajst-16784 21 26 . . PUNCT ajst-16784 22 1 based base VERB ajst-16784 22 2 on on ADP ajst-16784 22 3 the the DET ajst-16784 22 4 urban urban ADJ ajst-16784 22 5 flood flood NOUN ajst-16784 22 6 risk risk NOUN ajst-16784 22 7 mitigation mitigation NOUN ajst-16784 22 8 module module NOUN ajst-16784 22 9 of of ADP ajst-16784 22 10 invest invest NOUN ajst-16784 22 11 model model NOUN ajst-16784 22 12 , , PUNCT ajst-16784 22 13 this this DET ajst-16784 22 14 paper paper NOUN ajst-16784 22 15 obtains obtain VERB ajst-16784 22 16 the the DET ajst-16784 22 17 runoff runoff NOUN ajst-16784 22 18 and and CCONJ ajst-16784 22 19 runoff runoff NOUN ajst-16784 22 20 retention retention NOUN ajst-16784 22 21 of of ADP ajst-16784 22 22 the the DET ajst-16784 22 23 study study NOUN ajst-16784 22 24 area area NOUN ajst-16784 22 25 , , PUNCT ajst-16784 22 26 and and CCONJ ajst-16784 22 27 uses use VERB ajst-16784 22 28 the the DET ajst-16784 22 29 runoff runoff NOUN ajst-16784 22 30 to to PART ajst-16784 22 31 represent represent VERB ajst-16784 22 32 the the DET ajst-16784 22 33 exposure exposure NOUN ajst-16784 22 34 intensity intensity NOUN ajst-16784 22 35 of of ADP ajst-16784 22 36 the the DET ajst-16784 22 37 study study NOUN ajst-16784 22 38 area area NOUN ajst-16784 22 39 , , PUNCT ajst-16784 22 40 so so SCONJ ajst-16784 22 41 as as SCONJ ajst-16784 22 42 to to PART ajst-16784 22 43 characterize characterize VERB ajst-16784 22 44 the the DET ajst-16784 22 45 vulnerability vulnerability NOUN ajst-16784 22 46 of of ADP ajst-16784 22 47 flood flood NOUN ajst-16784 22 48 disaster[4 disaster[4 NOUN ajst-16784 22 49 ] ] X ajst-16784 22 50 . . PUNCT ajst-16784 23 1 the the PRON ajst-16784 23 2 higher high ADJ ajst-16784 23 3 the the DET ajst-16784 23 4 vulnerability vulnerability NOUN ajst-16784 23 5 , , PUNCT ajst-16784 23 6 the the PRON ajst-16784 23 7 greater great ADJ ajst-16784 23 8 the the DET ajst-16784 23 9 demand demand NOUN ajst-16784 23 10 for for ADP ajst-16784 23 11 flood flood NOUN ajst-16784 23 12 regulation regulation NOUN ajst-16784 23 13 services service NOUN ajst-16784 23 14 . . PUNCT ajst-16784 24 1 runoff runoff NOUN ajst-16784 24 2 retention retention NOUN ajst-16784 24 3 is be AUX ajst-16784 24 4 used use VERB ajst-16784 24 5 to to PART ajst-16784 24 6 represent represent VERB ajst-16784 24 7 the the DET ajst-16784 24 8 supply supply NOUN ajst-16784 24 9 capacity capacity NOUN ajst-16784 24 10 of of ADP ajst-16784 24 11 flood flood NOUN ajst-16784 24 12 regulation regulation NOUN ajst-16784 24 13 services service NOUN ajst-16784 24 14 in in ADP ajst-16784 24 15 the the DET ajst-16784 24 16 study study NOUN ajst-16784 24 17 area area NOUN ajst-16784 24 18 . . PUNCT ajst-16784 25 1 the the PRON ajst-16784 25 2 greater great ADJ ajst-16784 25 3 the the DET ajst-16784 25 4 runoff runoff NOUN ajst-16784 25 5 retention retention NOUN ajst-16784 25 6 , , PUNCT ajst-16784 25 7 the the PRON ajst-16784 25 8 stronger strong ADJ ajst-16784 25 9 the the DET ajst-16784 25 10 service service NOUN ajst-16784 25 11 supply supply NOUN ajst-16784 25 12 capacity capacity NOUN ajst-16784 25 13 . . PUNCT ajst-16784 26 1 the the DET ajst-16784 26 2 ratio ratio NOUN ajst-16784 26 3 of of ADP ajst-16784 26 4 supply supply NOUN ajst-16784 26 5 and and CCONJ ajst-16784 26 6 demand demand NOUN ajst-16784 26 7 of of ADP ajst-16784 26 8 ecosystem ecosystem NOUN ajst-16784 26 9 services service NOUN ajst-16784 26 10 is be AUX ajst-16784 26 11 used use VERB ajst-16784 26 12 to to PART ajst-16784 26 13 characterize characterize VERB ajst-16784 26 14 the the DET ajst-16784 26 15 risk risk NOUN ajst-16784 26 16 of of ADP ajst-16784 26 17 flood flood NOUN ajst-16784 26 18 disaster disaster NOUN ajst-16784 26 19 in in ADP ajst-16784 26 20 the the DET ajst-16784 26 21 study study NOUN ajst-16784 26 22 area area NOUN ajst-16784 26 23 . . PUNCT ajst-16784 27 1 the the PRON ajst-16784 27 2 larger large ADJ ajst-16784 27 3 the the DET ajst-16784 27 4 supply supply NOUN ajst-16784 27 5 - - PUNCT ajst-16784 27 6 demand demand NOUN ajst-16784 27 7 ratio ratio NOUN ajst-16784 27 8 is be AUX ajst-16784 27 9 , , PUNCT ajst-16784 27 10 the the PRON ajst-16784 27 11 stronger strong ADJ ajst-16784 27 12 the the DET ajst-16784 27 13 ability ability NOUN ajst-16784 27 14 to to PART ajst-16784 27 15 resist resist VERB ajst-16784 27 16 flood flood NOUN ajst-16784 27 17 disaster disaster NOUN ajst-16784 27 18 is be AUX ajst-16784 27 19 , , PUNCT ajst-16784 27 20 the the PRON ajst-16784 27 21 smaller small ADJ ajst-16784 27 22 the the DET ajst-16784 27 23 risk risk NOUN ajst-16784 27 24 is be AUX ajst-16784 27 25 , , PUNCT ajst-16784 27 26 and and CCONJ ajst-16784 27 27 the the PRON ajst-16784 27 28 smaller small ADJ ajst-16784 27 29 the the DET ajst-16784 27 30 supply supply NOUN ajst-16784 27 31 - - PUNCT ajst-16784 27 32 demand demand NOUN ajst-16784 27 33 ratio ratio NOUN ajst-16784 27 34 is be AUX ajst-16784 27 35 , , PUNCT ajst-16784 27 36 the the PRON ajst-16784 27 37 greater great ADJ ajst-16784 27 38 the the DET ajst-16784 27 39 possibility possibility NOUN ajst-16784 27 40 of of ADP ajst-16784 27 41 flood flood NOUN ajst-16784 27 42 disaster disaster NOUN ajst-16784 27 43 is be AUX ajst-16784 27 44 . . PUNCT ajst-16784 28 1 identify identify VERB ajst-16784 28 2 the the DET ajst-16784 28 3 areas area NOUN ajst-16784 28 4 vulnerable vulnerable ADJ ajst-16784 28 5 to to ADP ajst-16784 28 6 floods flood NOUN ajst-16784 28 7 in in ADP ajst-16784 28 8 the the DET ajst-16784 28 9 study study NOUN ajst-16784 28 10 area area NOUN ajst-16784 28 11 , , PUNCT ajst-16784 28 12 and and CCONJ ajst-16784 28 13 provide provide VERB ajst-16784 28 14 scientific scientific ADJ ajst-16784 28 15 support support NOUN ajst-16784 28 16 for for ADP ajst-16784 28 17 the the DET ajst-16784 28 18 construction construction NOUN ajst-16784 28 19 of of ADP ajst-16784 28 20 regional regional ADJ ajst-16784 28 21 ecological ecological ADJ ajst-16784 28 22 network network NOUN ajst-16784 28 23 pattern pattern NOUN ajst-16784 28 24 and and CCONJ ajst-16784 28 25 ecological ecological ADJ ajst-16784 28 26 security security NOUN ajst-16784 28 27 pattern[5 pattern[5 PROPN ajst-16784 28 28 ] ] PUNCT ajst-16784 28 29 . . PUNCT ajst-16784 29 1 2 2 X ajst-16784 29 2 . . X ajst-16784 29 3 study study NOUN ajst-16784 29 4 area area NOUN ajst-16784 29 5 and and CCONJ ajst-16784 29 6 data datum NOUN ajst-16784 29 7 2.1 2.1 NUM ajst-16784 29 8 . . PUNCT ajst-16784 30 1 overview overview NOUN ajst-16784 30 2 of of ADP ajst-16784 30 3 the the DET ajst-16784 30 4 study study NOUN ajst-16784 30 5 area area NOUN ajst-16784 30 6 the the DET ajst-16784 30 7 zhengzhou zhengzhou PROPN ajst-16784 30 8 metropolitan metropolitan PROPN ajst-16784 30 9 area area NOUN ajst-16784 30 10 mainly mainly ADV ajst-16784 30 11 includes include VERB ajst-16784 30 12 five five NUM ajst-16784 30 13 prefecture prefecture NOUN ajst-16784 30 14 - - PUNCT ajst-16784 30 15 level level NOUN ajst-16784 30 16 cities city NOUN ajst-16784 30 17 , , PUNCT ajst-16784 30 18 zhengzhou zhengzhou PROPN ajst-16784 30 19 , , PUNCT ajst-16784 30 20 kaifeng kaifeng PROPN ajst-16784 30 21 , , PUNCT ajst-16784 30 22 xinxiang xinxiang PROPN ajst-16784 30 23 , , PUNCT ajst-16784 30 24 jiaozuo jiaozuo PROPN ajst-16784 30 25 and and CCONJ ajst-16784 30 26 xuchang xuchang PROPN ajst-16784 30 27 , , PUNCT ajst-16784 30 28 with with ADP ajst-16784 30 29 an an DET ajst-16784 30 30 area area NOUN ajst-16784 30 31 of of ADP ajst-16784 30 32 31,000 31,000 NUM ajst-16784 30 33 square square ADJ ajst-16784 30 34 kilometers kilometer NOUN ajst-16784 30 35 . . PUNCT ajst-16784 31 1 it it PRON ajst-16784 31 2 is be AUX ajst-16784 31 3 a a DET ajst-16784 31 4 temperate temperate ADJ ajst-16784 31 5 continental continental ADJ ajst-16784 31 6 monsoon monsoon NOUN ajst-16784 31 7 climate climate NOUN ajst-16784 31 8 with with ADP ajst-16784 31 9 four four NUM ajst-16784 31 10 distinct distinct ADJ ajst-16784 31 11 seasons season NOUN ajst-16784 31 12 . . PUNCT ajst-16784 32 1 it it PRON ajst-16784 32 2 is be AUX ajst-16784 32 3 dry dry ADJ ajst-16784 32 4 and and CCONJ ajst-16784 32 5 less less ADV ajst-16784 32 6 rainy rainy ADJ ajst-16784 32 7 in in ADP ajst-16784 32 8 spring spring NOUN ajst-16784 32 9 , , PUNCT ajst-16784 32 10 hot hot ADJ ajst-16784 32 11 and and CCONJ ajst-16784 32 12 rainy rainy ADJ ajst-16784 32 13 in in ADP ajst-16784 32 14 summer summer NOUN ajst-16784 32 15 , , PUNCT ajst-16784 32 16 cool cool ADJ ajst-16784 32 17 in in ADP ajst-16784 32 18 autumn autumn NOUN ajst-16784 32 19 and and CCONJ ajst-16784 32 20 dry dry ADJ ajst-16784 32 21 and and CCONJ ajst-16784 32 22 cold cold ADJ ajst-16784 32 23 in in ADP ajst-16784 32 24 winter winter NOUN ajst-16784 32 25 . . PUNCT ajst-16784 33 1 and and CCONJ ajst-16784 33 2 the the DET ajst-16784 33 3 rainfall rainfall NOUN ajst-16784 33 4 in in ADP ajst-16784 33 5 summer summer NOUN ajst-16784 33 6 mostly mostly ADV ajst-16784 33 7 appears appear VERB ajst-16784 33 8 in in ADP ajst-16784 33 9 the the DET ajst-16784 33 10 form form NOUN ajst-16784 33 11 of of ADP ajst-16784 33 12 rainstorm rainstorm NOUN ajst-16784 33 13 . . PUNCT ajst-16784 34 1 from from ADP ajst-16784 34 2 july july PROPN ajst-16784 34 3 17 17 NUM ajst-16784 34 4 to to ADP ajst-16784 34 5 20,2021 20,2021 NUM ajst-16784 34 6 , , PUNCT ajst-16784 34 7 extreme extreme ADJ ajst-16784 34 8 heavy heavy ADJ ajst-16784 34 9 rainfall rainfall NOUN ajst-16784 34 10 occurred occur VERB ajst-16784 34 11 in in ADP ajst-16784 34 12 zhengzhou zhengzhou PROPN ajst-16784 34 13 city city PROPN ajst-16784 34 14 , , PUNCT ajst-16784 34 15 and and CCONJ ajst-16784 34 16 the the DET ajst-16784 34 17 rainfall rainfall NOUN ajst-16784 34 18 depth depth NOUN ajst-16784 34 19 reached reach VERB ajst-16784 34 20 617.1 617.1 NUM ajst-16784 34 21 mm mm NOUN ajst-16784 34 22 from from ADP ajst-16784 34 23 20 20 NUM ajst-16784 34 24 : : SYM ajst-16784 34 25 00 00 NUM ajst-16784 35 1 on on ADP ajst-16784 35 2 july july PROPN ajst-16784 35 3 17 17 NUM ajst-16784 35 4 to to PART ajst-16784 35 5 20 20 NUM ajst-16784 35 6 : : SYM ajst-16784 35 7 00 00 NUM ajst-16784 36 1 on on ADP ajst-16784 36 2 july july PROPN ajst-16784 36 3 2021.this 2021.this PRON ajst-16784 36 4 extreme extreme ADJ ajst-16784 36 5 rainfall rainfall NOUN ajst-16784 36 6 caused cause VERB ajst-16784 36 7 serious serious ADJ ajst-16784 36 8 urban urban ADJ ajst-16784 36 9 waterlogging waterlogging NOUN ajst-16784 36 10 , , PUNCT ajst-16784 36 11 serious serious ADJ ajst-16784 36 12 water water NOUN ajst-16784 36 13 accumulation accumulation NOUN ajst-16784 36 14 in in ADP ajst-16784 36 15 the the DET ajst-16784 36 16 affected affected ADJ ajst-16784 36 17 areas area NOUN ajst-16784 36 18 , , PUNCT ajst-16784 36 19 heavy heavy ADJ ajst-16784 36 20 casualties casualty NOUN ajst-16784 36 21 and and CCONJ ajst-16784 36 22 heavy heavy ADJ ajst-16784 36 23 economic economic ADJ ajst-16784 36 24 losses loss NOUN ajst-16784 36 25 . . PUNCT ajst-16784 37 1 based base VERB ajst-16784 37 2 on on ADP ajst-16784 37 3 the the DET ajst-16784 37 4 background background NOUN ajst-16784 37 5 of of ADP ajst-16784 37 6 severe severe ADJ ajst-16784 37 7 flood flood NOUN ajst-16784 37 8 disasters disaster NOUN ajst-16784 37 9 caused cause VERB ajst-16784 37 10 by by ADP ajst-16784 37 11 extreme extreme ADJ ajst-16784 37 12 rainfall rainfall NOUN ajst-16784 37 13 , , PUNCT ajst-16784 37 14 it it PRON ajst-16784 37 15 is be AUX ajst-16784 37 16 necessary necessary ADJ ajst-16784 37 17 to to PART ajst-16784 37 18 carry carry VERB ajst-16784 37 19 out out ADP ajst-16784 37 20 risk risk NOUN ajst-16784 37 21 assessment assessment NOUN ajst-16784 37 22 of of ADP ajst-16784 37 23 flood flood NOUN ajst-16784 37 24 disasters disaster NOUN ajst-16784 37 25 in in ADP ajst-16784 37 26 zhengzhou zhengzhou PROPN ajst-16784 37 27 metropolitan metropolitan PROPN ajst-16784 37 28 area area NOUN ajst-16784 37 29 . . PUNCT ajst-16784 38 1 173 173 NUM ajst-16784 38 2 figure figure NOUN ajst-16784 38 3 1 1 NUM ajst-16784 38 4 . . PUNCT ajst-16784 38 5 study study NOUN ajst-16784 38 6 area area PROPN ajst-16784 38 7 location location NOUN ajst-16784 38 8 map map NOUN ajst-16784 38 9 2.2 2.2 NUM ajst-16784 38 10 . . PUNCT ajst-16784 38 11 data datum NOUN ajst-16784 38 12 source source NOUN ajst-16784 38 13 and and CCONJ ajst-16784 38 14 processing process VERB ajst-16784 38 15 the the DET ajst-16784 38 16 main main ADJ ajst-16784 38 17 sources source NOUN ajst-16784 38 18 of of ADP ajst-16784 38 19 data datum NOUN ajst-16784 38 20 are be AUX ajst-16784 38 21 shown show VERB ajst-16784 38 22 in in ADP ajst-16784 38 23 table table NOUN ajst-16784 38 24 1.arcgis 1.arcgis NUM ajst-16784 38 25 software software NOUN ajst-16784 38 26 is be AUX ajst-16784 38 27 used use VERB ajst-16784 38 28 to to PART ajst-16784 38 29 process process VERB ajst-16784 38 30 the the DET ajst-16784 38 31 raster raster PROPN ajst-16784 38 32 data datum NOUN ajst-16784 38 33 into into ADP ajst-16784 38 34 spatial spatial ADJ ajst-16784 38 35 resolution resolution NOUN ajst-16784 38 36 of of ADP ajst-16784 38 37 30 30 NUM ajst-16784 38 38 m m NOUN ajst-16784 38 39 Γ— Γ— NOUN ajst-16784 38 40 30 30 NUM ajst-16784 38 41 m m NOUN ajst-16784 38 42 , , PUNCT ajst-16784 38 43 wgs-1984 wgs-1984 NOUN ajst-16784 38 44 - - PUNCT ajst-16784 38 45 utm utm ADJ ajst-16784 38 46 - - ADJ ajst-16784 38 47 zone-49n zone-49n PROPN ajst-16784 38 48 coordinates coordinate NOUN ajst-16784 38 49 , , PUNCT ajst-16784 38 50 and and CCONJ ajst-16784 38 51 the the DET ajst-16784 38 52 data datum NOUN ajst-16784 38 53 are be AUX ajst-16784 38 54 clipped clip VERB ajst-16784 38 55 according accord VERB ajst-16784 38 56 to to ADP ajst-16784 38 57 the the DET ajst-16784 38 58 boundary boundary NOUN ajst-16784 38 59 of of ADP ajst-16784 38 60 the the DET ajst-16784 38 61 study study NOUN ajst-16784 38 62 area area NOUN ajst-16784 38 63 . . PUNCT ajst-16784 39 1 table table NOUN ajst-16784 39 2 1 1 NUM ajst-16784 39 3 . . PUNCT ajst-16784 39 4 data datum NOUN ajst-16784 39 5 source source PROPN ajst-16784 39 6 . . PUNCT ajst-16784 40 1 date date NOUN ajst-16784 40 2 type type NOUN ajst-16784 40 3 data data PROPN ajst-16784 40 4 source source NOUN ajst-16784 40 5 land land NOUN ajst-16784 40 6 use use NOUN ajst-16784 40 7 grid grid NOUN ajst-16784 40 8 ministry ministry PROPN ajst-16784 40 9 of of ADP ajst-16784 40 10 natural natural ADJ ajst-16784 40 11 resources resource NOUN ajst-16784 40 12 of of ADP ajst-16784 40 13 china china PROPN ajst-16784 40 14 http://globallandcover.com/ http://globallandcover.com/ PROPN ajst-16784 40 15 dem dem PROPN ajst-16784 40 16 grid grid PROPN ajst-16784 40 17 nasa nasa PROPN ajst-16784 40 18 https://earthdata.nasa.gov/ https://earthdata.nasa.gov/ PROPN ajst-16784 40 19 soil soil NOUN ajst-16784 40 20 hydrologic hydrologic NOUN ajst-16784 40 21 group group NOUN ajst-16784 40 22 grid grid PROPN ajst-16784 40 23 ornl ornl PROPN ajst-16784 40 24 daac daac PROPN ajst-16784 40 25 https://daac.ornl.gov/ https://daac.ornl.gov/ PROPN ajst-16784 40 26 rainfall rainfall NOUN ajst-16784 40 27 depth depth NOUN ajst-16784 40 28 number(mm number(mm NOUN ajst-16784 40 29 ) ) PUNCT ajst-16784 40 30 617.1 617.1 NUM ajst-16784 40 31 mm mm NOUN ajst-16784 40 32 ( ( PUNCT ajst-16784 40 33 2021.7.17,20:002021.7.20,20:00，three 2021.7.17,20:002021.7.20,20:00，three NUM ajst-16784 40 34 days day NOUN ajst-16784 40 35 of of ADP ajst-16784 40 36 rainfall rainfall NOUN ajst-16784 40 37 in in ADP ajst-16784 40 38 zhengzhou zhengzhou PROPN ajst-16784 40 39 ) ) PUNCT ajst-16784 40 40 3 3 NUM ajst-16784 40 41 . . PUNCT ajst-16784 40 42 research research NOUN ajst-16784 40 43 ideas idea NOUN ajst-16784 40 44 and and CCONJ ajst-16784 40 45 methods method NOUN ajst-16784 40 46 3.1 3.1 NUM ajst-16784 40 47 . . PUNCT ajst-16784 41 1 research research NOUN ajst-16784 41 2 ideas idea NOUN ajst-16784 41 3 and and CCONJ ajst-16784 41 4 logical logical ADJ ajst-16784 41 5 framework framework NOUN ajst-16784 41 6 this this DET ajst-16784 41 7 paper paper NOUN ajst-16784 41 8 takes take VERB ajst-16784 41 9 zhengzhou zhengzhou PROPN ajst-16784 41 10 metropolitan metropolitan PROPN ajst-16784 41 11 area area NOUN ajst-16784 41 12 as as ADP ajst-16784 41 13 the the DET ajst-16784 41 14 research research NOUN ajst-16784 41 15 object object NOUN ajst-16784 41 16 , , PUNCT ajst-16784 41 17 and and CCONJ ajst-16784 41 18 obtains obtain VERB ajst-16784 41 19 the the DET ajst-16784 41 20 runoff runoff NOUN ajst-16784 41 21 and and CCONJ ajst-16784 41 22 runoff runoff NOUN ajst-16784 41 23 retention retention NOUN ajst-16784 41 24 of of ADP ajst-16784 41 25 the the DET ajst-16784 41 26 study study NOUN ajst-16784 41 27 area area NOUN ajst-16784 41 28 through through ADP ajst-16784 41 29 the the DET ajst-16784 41 30 urban urban ADJ ajst-16784 41 31 flood flood NOUN ajst-16784 41 32 risk risk NOUN ajst-16784 41 33 mitigation mitigation NOUN ajst-16784 41 34 module module NOUN ajst-16784 41 35 of of ADP ajst-16784 41 36 the the DET ajst-16784 41 37 invest inv ADJ ajst-16784 41 38 model model NOUN ajst-16784 41 39 . . PUNCT ajst-16784 42 1 the the DET ajst-16784 42 2 runoff runoff NOUN ajst-16784 42 3 represents represent VERB ajst-16784 42 4 the the DET ajst-16784 42 5 exposure exposure NOUN ajst-16784 42 6 intensity intensity NOUN ajst-16784 42 7 of of ADP ajst-16784 42 8 the the DET ajst-16784 42 9 study study NOUN ajst-16784 42 10 area[6 area[6 PROPN ajst-16784 42 11 ] ] PUNCT ajst-16784 42 12 , , PUNCT ajst-16784 42 13 thus thus ADV ajst-16784 42 14 characterizing characterize VERB ajst-16784 42 15 the the DET ajst-16784 42 16 vulnerability vulnerability NOUN ajst-16784 42 17 of of ADP ajst-16784 42 18 flood flood NOUN ajst-16784 42 19 disaster disaster NOUN ajst-16784 42 20 . . PUNCT ajst-16784 43 1 the the PRON ajst-16784 43 2 higher high ADJ ajst-16784 43 3 the the DET ajst-16784 43 4 vulnerability vulnerability NOUN ajst-16784 43 5 , , PUNCT ajst-16784 43 6 the the PRON ajst-16784 43 7 greater great ADJ ajst-16784 43 8 the the DET ajst-16784 43 9 demand demand NOUN ajst-16784 43 10 for for ADP ajst-16784 43 11 flood flood NOUN ajst-16784 43 12 regulation regulation NOUN ajst-16784 43 13 services service NOUN ajst-16784 43 14 . . PUNCT ajst-16784 44 1 runoff runoff NOUN ajst-16784 44 2 retention retention NOUN ajst-16784 44 3 is be AUX ajst-16784 44 4 used use VERB ajst-16784 44 5 to to PART ajst-16784 44 6 represent represent VERB ajst-16784 44 7 the the DET ajst-16784 44 8 supply supply NOUN ajst-16784 44 9 capacity capacity NOUN ajst-16784 44 10 of of ADP ajst-16784 44 11 flood flood NOUN ajst-16784 44 12 regulation regulation NOUN ajst-16784 44 13 services service NOUN ajst-16784 44 14 in in ADP ajst-16784 44 15 the the DET ajst-16784 44 16 study study NOUN ajst-16784 44 17 area[7 area[7 NOUN ajst-16784 44 18 ] ] X ajst-16784 44 19 . . PUNCT ajst-16784 45 1 the the PRON ajst-16784 45 2 greater great ADJ ajst-16784 45 3 the the DET ajst-16784 45 4 runoff runoff NOUN ajst-16784 45 5 retention retention NOUN ajst-16784 45 6 , , PUNCT ajst-16784 45 7 the the PRON ajst-16784 45 8 stronger strong ADJ ajst-16784 45 9 the the DET ajst-16784 45 10 service service NOUN ajst-16784 45 11 supply supply NOUN ajst-16784 45 12 capacity capacity NOUN ajst-16784 45 13 . . PUNCT ajst-16784 46 1 the the DET ajst-16784 46 2 ratio ratio NOUN ajst-16784 46 3 of of ADP ajst-16784 46 4 supply supply NOUN ajst-16784 46 5 and and CCONJ ajst-16784 46 6 demand demand NOUN ajst-16784 46 7 of of ADP ajst-16784 46 8 ecosystem ecosystem NOUN ajst-16784 46 9 services service NOUN ajst-16784 46 10 is be AUX ajst-16784 46 11 used use VERB ajst-16784 46 12 to to PART ajst-16784 46 13 characterize characterize VERB ajst-16784 46 14 the the DET ajst-16784 46 15 matching match VERB ajst-16784 46 16 state state NOUN ajst-16784 46 17 of of ADP ajst-16784 46 18 supply supply NOUN ajst-16784 46 19 and and CCONJ ajst-16784 46 20 demand demand NOUN ajst-16784 46 21 of of ADP ajst-16784 46 22 ecosystem ecosystem NOUN ajst-16784 46 23 services service NOUN ajst-16784 46 24 and and CCONJ ajst-16784 46 25 the the DET ajst-16784 46 26 ability ability NOUN ajst-16784 46 27 of of ADP ajst-16784 46 28 ecosystem ecosystem NOUN ajst-16784 46 29 to to PART ajst-16784 46 30 provide provide VERB ajst-16784 46 31 ecosystem ecosystem NOUN ajst-16784 46 32 services service NOUN ajst-16784 46 33 sustainably sustainably ADV ajst-16784 46 34 . . PUNCT ajst-16784 47 1 the the PRON ajst-16784 47 2 larger large ADJ ajst-16784 47 3 the the DET ajst-16784 47 4 supply supply NOUN ajst-16784 47 5 - - PUNCT ajst-16784 47 6 demand demand NOUN ajst-16784 47 7 ratio ratio NOUN ajst-16784 47 8 is be AUX ajst-16784 47 9 , , PUNCT ajst-16784 47 10 the the PRON ajst-16784 47 11 stronger strong ADJ ajst-16784 47 12 the the DET ajst-16784 47 13 ability ability NOUN ajst-16784 47 14 to to PART ajst-16784 47 15 resist resist VERB ajst-16784 47 16 flood flood NOUN ajst-16784 47 17 disasters disaster NOUN ajst-16784 47 18 is be AUX ajst-16784 47 19 , , PUNCT ajst-16784 47 20 and and CCONJ ajst-16784 47 21 the the PRON ajst-16784 47 22 smaller small ADJ ajst-16784 47 23 the the DET ajst-16784 47 24 supply supply NOUN ajst-16784 47 25 - - PUNCT ajst-16784 47 26 demand demand NOUN ajst-16784 47 27 ratio ratio NOUN ajst-16784 47 28 is be AUX ajst-16784 47 29 , , PUNCT ajst-16784 47 30 the the PRON ajst-16784 47 31 greater great ADJ ajst-16784 47 32 the the DET ajst-16784 47 33 possibility possibility NOUN ajst-16784 47 34 of of ADP ajst-16784 47 35 flood flood NOUN ajst-16784 47 36 disasters disaster NOUN ajst-16784 47 37 is be AUX ajst-16784 47 38 . . PUNCT ajst-16784 48 1 figure figure NOUN ajst-16784 48 2 2 2 NUM ajst-16784 48 3 . . PUNCT ajst-16784 48 4 research research NOUN ajst-16784 48 5 idea idea NOUN ajst-16784 48 6 diagram diagram NOUN ajst-16784 48 7 service service NOUN ajst-16784 48 8 demand demand NOUN ajst-16784 48 9 : : PUNCT ajst-16784 48 10 the the DET ajst-16784 48 11 vulnerability vulnerability NOUN ajst-16784 48 12 level level NOUN ajst-16784 48 13 of of ADP ajst-16784 48 14 flood flood NOUN ajst-16784 48 15 disaster disaster NOUN ajst-16784 48 16 in in ADP ajst-16784 48 17 construction construction NOUN ajst-16784 48 18 space space NOUN ajst-16784 48 19 is be AUX ajst-16784 48 20 characterized characterize VERB ajst-16784 48 21 by by ADP ajst-16784 48 22 runoff runoff NOUN ajst-16784 48 23 . . PUNCT ajst-16784 49 1 service service NOUN ajst-16784 49 2 supply supply NOUN ajst-16784 49 3 : : PUNCT ajst-16784 49 4 runoff runoff NOUN ajst-16784 49 5 retention retention NOUN ajst-16784 49 6 is be AUX ajst-16784 49 7 used use VERB ajst-16784 49 8 to to PART ajst-16784 49 9 characterize characterize VERB ajst-16784 49 10 the the DET ajst-16784 49 11 supply supply NOUN ajst-16784 49 12 capacity capacity NOUN ajst-16784 49 13 level level NOUN ajst-16784 49 14 of of ADP ajst-16784 49 15 flood flood NOUN ajst-16784 49 16 regulation regulation NOUN ajst-16784 49 17 service service NOUN ajst-16784 49 18 in in ADP ajst-16784 49 19 ecological ecological ADJ ajst-16784 49 20 space space NOUN ajst-16784 49 21 . . PUNCT ajst-16784 50 1 invest invest VERB ajst-16784 50 2 model model NOUN ajst-16784 50 3 urban urban ADJ ajst-16784 50 4 flood flood NOUN ajst-16784 50 5 risk risk NOUN ajst-16784 50 6 mitigation mitigation NOUN ajst-16784 50 7 module module NOUN ajst-16784 50 8 service service NOUN ajst-16784 50 9 supply supply NOUN ajst-16784 50 10 - - PUNCT ajst-16784 50 11 demand demand NOUN ajst-16784 50 12 ratio ratio NOUN ajst-16784 50 13 : : PUNCT ajst-16784 50 14 flood flood NOUN ajst-16784 50 15 risk risk NOUN ajst-16784 50 16 174 174 NUM ajst-16784 50 17 3.2 3.2 NUM ajst-16784 50 18 . . PUNCT ajst-16784 51 1 research research NOUN ajst-16784 51 2 methods method NOUN ajst-16784 51 3 3.2.1 3.2.1 NUM ajst-16784 51 4 . . PUNCT ajst-16784 52 1 assessment assessment NOUN ajst-16784 52 2 of of ADP ajst-16784 52 3 flood flood NOUN ajst-16784 52 4 regulation regulation NOUN ajst-16784 52 5 service service NOUN ajst-16784 52 6 supply supply VERB ajst-16784 52 7 the the DET ajst-16784 52 8 supply supply NOUN ajst-16784 52 9 of of ADP ajst-16784 52 10 ecosystem ecosystem NOUN ajst-16784 52 11 services service NOUN ajst-16784 52 12 is be AUX ajst-16784 52 13 the the DET ajst-16784 52 14 quantity quantity NOUN ajst-16784 52 15 and and CCONJ ajst-16784 52 16 quality quality NOUN ajst-16784 52 17 of of ADP ajst-16784 52 18 ecological ecological ADJ ajst-16784 52 19 services service NOUN ajst-16784 52 20 provided provide VERB ajst-16784 52 21 by by ADP ajst-16784 52 22 natural natural ADJ ajst-16784 52 23 ecosystems ecosystem NOUN ajst-16784 52 24 to to ADP ajst-16784 52 25 humans human NOUN ajst-16784 52 26 within within ADP ajst-16784 52 27 a a DET ajst-16784 52 28 certain certain ADJ ajst-16784 52 29 time time NOUN ajst-16784 52 30 and and CCONJ ajst-16784 52 31 space space NOUN ajst-16784 52 32 . . PUNCT ajst-16784 53 1 it it PRON ajst-16784 53 2 is be AUX ajst-16784 53 3 a a DET ajst-16784 53 4 complete complete ADJ ajst-16784 53 5 collection collection NOUN ajst-16784 53 6 of of ADP ajst-16784 53 7 non non ADJ ajst-16784 53 8 - - ADJ ajst-16784 53 9 biological biological ADJ ajst-16784 53 10 and and CCONJ ajst-16784 53 11 biological biological ADJ ajst-16784 53 12 components component NOUN ajst-16784 53 13 in in ADP ajst-16784 53 14 the the DET ajst-16784 53 15 ecosystem ecosystem NOUN ajst-16784 53 16 that that PRON ajst-16784 53 17 can can AUX ajst-16784 53 18 provide provide VERB ajst-16784 53 19 various various ADJ ajst-16784 53 20 services[8 services[8 PROPN ajst-16784 53 21 ] ] PUNCT ajst-16784 53 22 . . PUNCT ajst-16784 54 1 the the DET ajst-16784 54 2 supply supply NOUN ajst-16784 54 3 of of ADP ajst-16784 54 4 flood flood NOUN ajst-16784 54 5 regulation regulation NOUN ajst-16784 54 6 services service NOUN ajst-16784 54 7 is be AUX ajst-16784 54 8 calculated calculate VERB ajst-16784 54 9 using use VERB ajst-16784 54 10 the the DET ajst-16784 54 11 urban urban ADJ ajst-16784 54 12 flood flood NOUN ajst-16784 54 13 risk risk NOUN ajst-16784 54 14 mitigation mitigation NOUN ajst-16784 54 15 module module NOUN ajst-16784 54 16 of of ADP ajst-16784 54 17 the the DET ajst-16784 54 18 invest inv ADJ ajst-16784 54 19 model model NOUN ajst-16784 54 20 . . PUNCT ajst-16784 55 1 the the DET ajst-16784 55 2 invest inv ADJ ajst-16784 55 3 model model NOUN ajst-16784 55 4 is be AUX ajst-16784 55 5 a a DET ajst-16784 55 6 land land NOUN ajst-16784 55 7 use use NOUN ajst-16784 55 8 ecosystem ecosystem NOUN ajst-16784 55 9 service service NOUN ajst-16784 55 10 evaluation evaluation NOUN ajst-16784 55 11 model model NOUN ajst-16784 55 12 jointly jointly ADV ajst-16784 55 13 developed develop VERB ajst-16784 55 14 by by ADP ajst-16784 55 15 stanford stanford PROPN ajst-16784 55 16 university university PROPN ajst-16784 55 17 and and CCONJ ajst-16784 55 18 other other ADJ ajst-16784 55 19 institutions institution NOUN ajst-16784 55 20 , , PUNCT ajst-16784 55 21 which which PRON ajst-16784 55 22 uses use VERB ajst-16784 55 23 land land NOUN ajst-16784 55 24 use use NOUN ajst-16784 55 25 and and CCONJ ajst-16784 55 26 other other ADJ ajst-16784 55 27 data datum NOUN ajst-16784 55 28 to to PART ajst-16784 55 29 evaluate evaluate VERB ajst-16784 55 30 ecosystem ecosystem NOUN ajst-16784 55 31 services service NOUN ajst-16784 55 32 . . PUNCT ajst-16784 56 1 the the DET ajst-16784 56 2 spatial spatial ADJ ajst-16784 56 3 distribution distribution NOUN ajst-16784 56 4 characteristics characteristic NOUN ajst-16784 56 5 are be AUX ajst-16784 56 6 obtained obtain VERB ajst-16784 56 7 , , PUNCT ajst-16784 56 8 and and CCONJ ajst-16784 56 9 the the DET ajst-16784 56 10 calculated calculate VERB ajst-16784 56 11 runoff runoff NOUN ajst-16784 56 12 retention retention NOUN ajst-16784 56 13 𝑅 𝑅 PROPN ajst-16784 56 14 is be AUX ajst-16784 56 15 used use VERB ajst-16784 56 16 as as ADP ajst-16784 56 17 the the DET ajst-16784 56 18 supply supply NOUN ajst-16784 56 19 of of ADP ajst-16784 56 20 flood flood NOUN ajst-16784 56 21 regulation regulation NOUN ajst-16784 56 22 services service NOUN ajst-16784 56 23 ( ( PUNCT ajst-16784 56 24 mΒ³ mΒ³ INTJ ajst-16784 56 25 ) ) PUNCT ajst-16784 56 26 . . PUNCT ajst-16784 57 1 the the DET ajst-16784 57 2 calculation calculation NOUN ajst-16784 57 3 principle principle NOUN ajst-16784 57 4 of of ADP ajst-16784 57 5 the the DET ajst-16784 57 6 module module NOUN ajst-16784 57 7 is be AUX ajst-16784 57 8 shown show VERB ajst-16784 57 9 in in ADP ajst-16784 57 10 the the DET ajst-16784 57 11 formula formula NOUN ajst-16784 57 12 . . PUNCT ajst-16784 58 1 𝑅 𝑅 NOUN ajst-16784 58 2 1 1 NUM ajst-16784 58 3 𝑃 𝑃 NOUN ajst-16784 58 4 π΄π‘Ÿπ‘’π‘Ž π΄π‘Ÿπ‘’π‘Ž PROPN ajst-16784 58 5 10 10 NUM ajst-16784 58 6 ( ( PUNCT ajst-16784 58 7 1 1 NUM ajst-16784 58 8 ) ) PUNCT ajst-16784 58 9 𝑄 𝑄 PROPN ajst-16784 58 10 𝑃 𝑃 NOUN ajst-16784 58 11 πœ†π‘† πœ†π‘† PUNCT ajst-16784 58 12 𝑃 𝑃 NOUN ajst-16784 58 13 πœ†π‘† πœ†π‘† X ajst-16784 58 14 0 0 NUM ajst-16784 58 15 π‘œπ‘‘β„Žπ‘’π‘Ÿπ‘€π‘–π‘ π‘’ π‘œπ‘‘β„Žπ‘’π‘Ÿπ‘€π‘–π‘ π‘’ NOUN ajst-16784 58 16 ( ( PUNCT ajst-16784 58 17 2 2 X ajst-16784 58 18 ) ) PUNCT ajst-16784 58 19 𝑆 𝑆 PROPN ajst-16784 58 20 254 254 NUM ajst-16784 58 21 ( ( PUNCT ajst-16784 58 22 3 3 NUM ajst-16784 58 23 ) ) PUNCT ajst-16784 58 24 in in ADP ajst-16784 58 25 the the DET ajst-16784 58 26 formula formula NOUN ajst-16784 58 27 , , PUNCT ajst-16784 58 28 𝑅 𝑅 PROPN ajst-16784 58 29 is be AUX ajst-16784 58 30 the the DET ajst-16784 58 31 runoff runoff NOUN ajst-16784 58 32 retention retention NOUN ajst-16784 58 33 on on ADP ajst-16784 58 34 the the DET ajst-16784 58 35 pixel pixel PROPN ajst-16784 58 36 𝑖 𝑖 X ajst-16784 58 37 , , PUNCT ajst-16784 58 38 which which PRON ajst-16784 58 39 represents represent VERB ajst-16784 58 40 the the DET ajst-16784 58 41 supply supply NOUN ajst-16784 58 42 of of ADP ajst-16784 58 43 flood flood NOUN ajst-16784 58 44 regulation regulation NOUN ajst-16784 58 45 services service NOUN ajst-16784 58 46 ( ( PUNCT ajst-16784 58 47 mΒ³ mΒ³ INTJ ajst-16784 58 48 ) ) PUNCT ajst-16784 58 49 ; ; PUNCT ajst-16784 58 50 𝑄 𝑄 PRON ajst-16784 58 51 is be AUX ajst-16784 58 52 the the DET ajst-16784 58 53 runoff runoff NOUN ajst-16784 58 54 on on ADP ajst-16784 58 55 the the DET ajst-16784 58 56 pixel pixel PROPN ajst-16784 58 57 𝑖 𝑖 PRON ajst-16784 58 58 ; ; PUNCT ajst-16784 58 59 p p PRON ajst-16784 58 60 is be AUX ajst-16784 58 61 the the DET ajst-16784 58 62 rainstorm rainstorm ADJ ajst-16784 58 63 depth depth NOUN ajst-16784 58 64 , , PUNCT ajst-16784 58 65 617.1 617.1 NUM ajst-16784 58 66 mm mm NOUN ajst-16784 58 67 ( ( PUNCT ajst-16784 58 68 2021.7.17,20 2021.7.17,20 NUM ajst-16784 58 69 : : PUNCT ajst-16784 58 70 00 00 NUM ajst-16784 58 71 - - SYM ajst-16784 58 72 2021.7.20,20 2021.7.20,20 NUM ajst-16784 58 73 : : PUNCT ajst-16784 58 74 00 00 NUM ajst-16784 58 75 , , PUNCT ajst-16784 58 76 three three NUM ajst-16784 58 77 days day NOUN ajst-16784 58 78 of of ADP ajst-16784 58 79 rainfall rainfall NOUN ajst-16784 58 80 in in ADP ajst-16784 58 81 zhengzhou zhengzhou PROPN ajst-16784 58 82 ) ) PUNCT ajst-16784 58 83 ; ; PUNCT ajst-16784 58 84 π΄π‘Ÿπ‘’π‘Ž π΄π‘Ÿπ‘’π‘Ž PROPN ajst-16784 58 85 is be AUX ajst-16784 58 86 the the DET ajst-16784 58 87 area area NOUN ajst-16784 58 88 of of ADP ajst-16784 58 89 pixel pixel PROPN ajst-16784 58 90 𝑖 𝑖 X ajst-16784 58 91 ; ; PUNCT ajst-16784 58 92 𝑆 𝑆 PROPN ajst-16784 58 93 represents represent VERB ajst-16784 58 94 the the DET ajst-16784 58 95 possible possible ADJ ajst-16784 58 96 maximum maximum ADJ ajst-16784 58 97 retention retention NOUN ajst-16784 58 98 ( ( PUNCT ajst-16784 58 99 mm mm INTJ ajst-16784 58 100 ) ) PUNCT ajst-16784 58 101 ; ; PUNCT ajst-16784 58 102 πœ† πœ† PRON ajst-16784 58 103 is be AUX ajst-16784 58 104 a a DET ajst-16784 58 105 regional regional ADJ ajst-16784 58 106 parameter parameter NOUN ajst-16784 58 107 ( ( PUNCT ajst-16784 58 108 0.1 0.1 NUM ajst-16784 58 109 ≀ ≀ NUM ajst-16784 58 110 Ξ» Ξ» PROPN ajst-16784 58 111 ≀ ≀ NOUN ajst-16784 58 112 0.3 0.3 NUM ajst-16784 58 113 ) ) PUNCT ajst-16784 58 114 ; ; PUNCT ajst-16784 58 115 πœ†π‘† πœ†π‘† X ajst-16784 58 116 is be AUX ajst-16784 58 117 the the DET ajst-16784 58 118 rainfall rainfall NOUN ajst-16784 58 119 depth depth NOUN ajst-16784 58 120 required require VERB ajst-16784 58 121 to to PART ajst-16784 58 122 trigger trigger NOUN ajst-16784 58 123 runoff runoff NOUN ajst-16784 58 124 . . PUNCT ajst-16784 59 1 according accord VERB ajst-16784 59 2 to to ADP ajst-16784 59 3 the the DET ajst-16784 59 4 model model NOUN ajst-16784 59 5 manual manual NOUN ajst-16784 59 6 and and CCONJ ajst-16784 59 7 literature literature NOUN ajst-16784 59 8 , , PUNCT ajst-16784 59 9 the the DET ajst-16784 59 10 cn cn PROPN ajst-16784 59 11 value value NOUN ajst-16784 59 12 is be AUX ajst-16784 59 13 determined determine VERB ajst-16784 59 14 . . PUNCT ajst-16784 60 1 3.2.2 3.2.2 X ajst-16784 60 2 . . PUNCT ajst-16784 60 3 flood flood NOUN ajst-16784 60 4 regulation regulation NOUN ajst-16784 60 5 service service NOUN ajst-16784 60 6 demand demand NOUN ajst-16784 60 7 assessment assessment NOUN ajst-16784 60 8 the the DET ajst-16784 60 9 demand demand NOUN ajst-16784 60 10 for for ADP ajst-16784 60 11 ecosystem ecosystem NOUN ajst-16784 60 12 services service NOUN ajst-16784 60 13 mainly mainly ADV ajst-16784 60 14 refers refer VERB ajst-16784 60 15 to to ADP ajst-16784 60 16 the the DET ajst-16784 60 17 amount amount NOUN ajst-16784 60 18 of of ADP ajst-16784 60 19 service service NOUN ajst-16784 60 20 functions function NOUN ajst-16784 60 21 that that PRON ajst-16784 60 22 humans human NOUN ajst-16784 60 23 consume consume VERB ajst-16784 60 24 , , PUNCT ajst-16784 60 25 use use VERB ajst-16784 60 26 , , PUNCT ajst-16784 60 27 or or CCONJ ajst-16784 60 28 need need VERB ajst-16784 60 29 and and CCONJ ajst-16784 60 30 expect[9 expect[9 NOUN ajst-16784 60 31 ] ] X ajst-16784 60 32 . . PUNCT ajst-16784 61 1 different different ADJ ajst-16784 61 2 service service NOUN ajst-16784 61 3 needs need NOUN ajst-16784 61 4 have have VERB ajst-16784 61 5 different different ADJ ajst-16784 61 6 quantitative quantitative ADJ ajst-16784 61 7 evaluation evaluation NOUN ajst-16784 61 8 methods[10 methods[10 NOUN ajst-16784 61 9 ] ] PUNCT ajst-16784 61 10 . . PUNCT ajst-16784 62 1 the the DET ajst-16784 62 2 demand demand NOUN ajst-16784 62 3 for for ADP ajst-16784 62 4 flood flood NOUN ajst-16784 62 5 regulation regulation NOUN ajst-16784 62 6 services service NOUN ajst-16784 62 7 is be AUX ajst-16784 62 8 quantified quantify VERB ajst-16784 62 9 by by ADP ajst-16784 62 10 vulnerability[11 vulnerability[11 NOUN ajst-16784 62 11 ] ] PUNCT ajst-16784 62 12 , , PUNCT ajst-16784 62 13 and and CCONJ ajst-16784 62 14 the the DET ajst-16784 62 15 exposure exposure NOUN ajst-16784 62 16 intensity intensity NOUN ajst-16784 62 17 of of ADP ajst-16784 62 18 the the DET ajst-16784 62 19 study study NOUN ajst-16784 62 20 area area NOUN ajst-16784 62 21 is be AUX ajst-16784 62 22 represented represent VERB ajst-16784 62 23 by by ADP ajst-16784 62 24 runoff runoff NOUN ajst-16784 62 25 , , PUNCT ajst-16784 62 26 thus thus ADV ajst-16784 62 27 characterizing characterize VERB ajst-16784 62 28 the the DET ajst-16784 62 29 vulnerability vulnerability NOUN ajst-16784 62 30 of of ADP ajst-16784 62 31 flood flood NOUN ajst-16784 62 32 disasters disaster NOUN ajst-16784 62 33 . . PUNCT ajst-16784 63 1 the the PRON ajst-16784 63 2 higher high ADJ ajst-16784 63 3 the the DET ajst-16784 63 4 vulnerability vulnerability NOUN ajst-16784 63 5 , , PUNCT ajst-16784 63 6 the the PRON ajst-16784 63 7 greater great ADJ ajst-16784 63 8 the the DET ajst-16784 63 9 demand demand NOUN ajst-16784 63 10 for for ADP ajst-16784 63 11 flood flood NOUN ajst-16784 63 12 regulation regulation NOUN ajst-16784 63 13 services service NOUN ajst-16784 63 14 . . PUNCT ajst-16784 64 1 the the DET ajst-16784 64 2 calculation calculation NOUN ajst-16784 64 3 method method NOUN ajst-16784 64 4 of of ADP ajst-16784 64 5 runoff runoff NOUN ajst-16784 64 6 see see VERB ajst-16784 64 7 formula formula NOUN ajst-16784 64 8 ( ( PUNCT ajst-16784 64 9 4 4 NUM ajst-16784 64 10 ): ): PUNCT ajst-16784 64 11 𝑄 𝑄 PRON ajst-16784 64 12 m m VERB ajst-16784 64 13 𝑃 𝑃 NOUN ajst-16784 64 14 πœ†π‘† πœ†π‘† X ajst-16784 64 15 𝑃 𝑃 NOUN ajst-16784 64 16 πœ†π‘† πœ†π‘† X ajst-16784 64 17 0 0 NUM ajst-16784 64 18 π‘œπ‘‘β„Žπ‘’π‘Ÿπ‘€π‘–π‘ π‘’ π‘œπ‘‘β„Žπ‘’π‘Ÿπ‘€π‘–π‘ π‘’ NOUN ajst-16784 64 19 π΄π‘Ÿπ‘’π‘Ž π΄π‘Ÿπ‘’π‘Ž PROPN ajst-16784 64 20 10 10 NUM ajst-16784 64 21 ( ( PUNCT ajst-16784 64 22 4 4 X ajst-16784 64 23 ) ) PUNCT ajst-16784 64 24 𝑄 𝑄 PRON ajst-16784 64 25 is be AUX ajst-16784 64 26 the the DET ajst-16784 64 27 runoff runoff NOUN ajst-16784 64 28 on on ADP ajst-16784 64 29 the the DET ajst-16784 64 30 pixel pixel PROPN ajst-16784 64 31 𝑖 𝑖 PRON ajst-16784 64 32 ; ; PUNCT ajst-16784 64 33 p p PRON ajst-16784 64 34 is be AUX ajst-16784 64 35 the the DET ajst-16784 64 36 rainstorm rainstorm ADJ ajst-16784 64 37 depth depth NOUN ajst-16784 64 38 , , PUNCT ajst-16784 64 39 617.1 617.1 NUM ajst-16784 64 40 mm mm NOUN ajst-16784 64 41 ( ( PUNCT ajst-16784 64 42 2021.7.17,20 2021.7.17,20 NUM ajst-16784 64 43 : : PUNCT ajst-16784 64 44 00 00 NUM ajst-16784 64 45 - - SYM ajst-16784 64 46 2021.7.20,20 2021.7.20,20 NUM ajst-16784 64 47 : : PUNCT ajst-16784 64 48 00 00 NUM ajst-16784 64 49 , , PUNCT ajst-16784 64 50 three three NUM ajst-16784 64 51 days day NOUN ajst-16784 64 52 of of ADP ajst-16784 64 53 rainfall rainfall NOUN ajst-16784 64 54 in in ADP ajst-16784 64 55 zhengzhou zhengzhou PROPN ajst-16784 64 56 ) ) PUNCT ajst-16784 64 57 ; ; PUNCT ajst-16784 64 58 π΄π‘Ÿπ‘’π‘Ž π΄π‘Ÿπ‘’π‘Ž PROPN ajst-16784 64 59 is be AUX ajst-16784 64 60 the the DET ajst-16784 64 61 area area NOUN ajst-16784 64 62 of of ADP ajst-16784 64 63 pixel pixel PROPN ajst-16784 64 64 𝑖 𝑖 X ajst-16784 64 65 ; ; PUNCT ajst-16784 64 66 𝑆 𝑆 PROPN ajst-16784 64 67 represents represent VERB ajst-16784 64 68 the the DET ajst-16784 64 69 possible possible ADJ ajst-16784 64 70 maximum maximum ADJ ajst-16784 64 71 retention retention NOUN ajst-16784 64 72 ( ( PUNCT ajst-16784 64 73 mm mm INTJ ajst-16784 64 74 ) ) PUNCT ajst-16784 64 75 ; ; PUNCT ajst-16784 64 76 πœ† πœ† PRON ajst-16784 64 77 is be AUX ajst-16784 64 78 a a DET ajst-16784 64 79 regional regional ADJ ajst-16784 64 80 parameter parameter NOUN ajst-16784 64 81 ( ( PUNCT ajst-16784 64 82 0.1 0.1 NUM ajst-16784 64 83 ≀ ≀ NUM ajst-16784 64 84 Ξ» Ξ» PROPN ajst-16784 64 85 ≀ ≀ NOUN ajst-16784 64 86 0.3 0.3 NUM ajst-16784 64 87 ) ) PUNCT ajst-16784 64 88 ; ; PUNCT ajst-16784 64 89 πœ†π‘† πœ†π‘† X ajst-16784 64 90 is be AUX ajst-16784 64 91 the the DET ajst-16784 64 92 rainfall rainfall NOUN ajst-16784 64 93 depth depth NOUN ajst-16784 64 94 required require VERB ajst-16784 64 95 to to PART ajst-16784 64 96 trigger trigger NOUN ajst-16784 64 97 runoff runoff NOUN ajst-16784 64 98 . . PUNCT ajst-16784 65 1 according accord VERB ajst-16784 65 2 to to ADP ajst-16784 65 3 the the DET ajst-16784 65 4 model model NOUN ajst-16784 65 5 manual manual NOUN ajst-16784 65 6 and and CCONJ ajst-16784 65 7 literature literature NOUN ajst-16784 65 8 , , PUNCT ajst-16784 65 9 the the DET ajst-16784 65 10 cn cn PROPN ajst-16784 65 11 value value NOUN ajst-16784 65 12 is be AUX ajst-16784 65 13 determined determine VERB ajst-16784 65 14 . . PUNCT ajst-16784 66 1 3.2.3 3.2.3 X ajst-16784 66 2 . . X ajst-16784 66 3 quantification quantification NOUN ajst-16784 66 4 of of ADP ajst-16784 66 5 supply supply NOUN ajst-16784 66 6 and and CCONJ ajst-16784 66 7 demand demand NOUN ajst-16784 66 8 ratio ratio NOUN ajst-16784 66 9 of of ADP ajst-16784 66 10 flood flood NOUN ajst-16784 66 11 regulation regulation NOUN ajst-16784 66 12 service service NOUN ajst-16784 66 13 the the DET ajst-16784 66 14 supply supply NOUN ajst-16784 66 15 - - PUNCT ajst-16784 66 16 demand demand NOUN ajst-16784 66 17 ratio ratio NOUN ajst-16784 66 18 of of ADP ajst-16784 66 19 ecosystem ecosystem NOUN ajst-16784 66 20 services service NOUN ajst-16784 66 21 can can AUX ajst-16784 66 22 characterize characterize VERB ajst-16784 66 23 the the DET ajst-16784 66 24 matching match VERB ajst-16784 66 25 state state NOUN ajst-16784 66 26 of of ADP ajst-16784 66 27 supply supply NOUN ajst-16784 66 28 and and CCONJ ajst-16784 66 29 demand demand NOUN ajst-16784 66 30 of of ADP ajst-16784 66 31 ecosystem ecosystem NOUN ajst-16784 66 32 services service NOUN ajst-16784 66 33 and and CCONJ ajst-16784 66 34 the the DET ajst-16784 66 35 ability ability NOUN ajst-16784 66 36 of of ADP ajst-16784 66 37 ecosystems ecosystem NOUN ajst-16784 66 38 to to PART ajst-16784 66 39 provide provide VERB ajst-16784 66 40 ecosystem ecosystem NOUN ajst-16784 66 41 services service NOUN ajst-16784 66 42 sustainably[12 sustainably[12 NOUN ajst-16784 66 43 ] ] PUNCT ajst-16784 66 44 . . PUNCT ajst-16784 67 1 the the DET ajst-16784 67 2 formula formula NOUN ajst-16784 67 3 is be AUX ajst-16784 67 4 calculated calculate VERB ajst-16784 67 5 as as SCONJ ajst-16784 67 6 follows follow VERB ajst-16784 67 7 : : PUNCT ajst-16784 67 8 𝐸𝑆𝐷𝑅 𝐸𝑆𝐷𝑅 PROPN ajst-16784 67 9 / / SYM ajst-16784 67 10 ( ( PUNCT ajst-16784 67 11 5 5 NUM ajst-16784 67 12 ) ) PUNCT ajst-16784 67 13 in in ADP ajst-16784 67 14 the the DET ajst-16784 67 15 formula formula NOUN ajst-16784 67 16 , , PUNCT ajst-16784 67 17 𝐸𝑆𝐷𝑅 𝐸𝑆𝐷𝑅 PROPN ajst-16784 67 18 is be AUX ajst-16784 67 19 the the DET ajst-16784 67 20 supply supply NOUN ajst-16784 67 21 - - PUNCT ajst-16784 67 22 demand demand NOUN ajst-16784 67 23 ratio ratio NOUN ajst-16784 67 24 of of ADP ajst-16784 67 25 ecosystem ecosystem NOUN ajst-16784 67 26 services service NOUN ajst-16784 67 27 ; ; PUNCT ajst-16784 67 28 𝑆 𝑆 PROPN ajst-16784 67 29 and and CCONJ ajst-16784 67 30 𝐷 𝐷 PROPN ajst-16784 67 31 are be AUX ajst-16784 67 32 the the DET ajst-16784 67 33 supply supply NOUN ajst-16784 67 34 and and CCONJ ajst-16784 67 35 demand demand NOUN ajst-16784 67 36 of of ADP ajst-16784 67 37 ecosystem ecosystem NOUN ajst-16784 67 38 services service NOUN ajst-16784 67 39 , , PUNCT ajst-16784 67 40 respectively respectively ADV ajst-16784 67 41 . . PUNCT ajst-16784 68 1 𝑆 𝑆 PROPN ajst-16784 68 2 and and CCONJ ajst-16784 68 3 𝐷 𝐷 PROPN ajst-16784 68 4 represent represent VERB ajst-16784 68 5 the the DET ajst-16784 68 6 maximum maximum ADJ ajst-16784 68 7 supply supply NOUN ajst-16784 68 8 and and CCONJ ajst-16784 68 9 demand demand NOUN ajst-16784 68 10 of of ADP ajst-16784 68 11 ecosystem ecosystem NOUN ajst-16784 68 12 services service NOUN ajst-16784 68 13 , , PUNCT ajst-16784 68 14 respectively respectively ADV ajst-16784 68 15 . . PUNCT ajst-16784 69 1 the the DET ajst-16784 69 2 benefits benefit NOUN ajst-16784 69 3 obtained obtain VERB ajst-16784 69 4 by by ADP ajst-16784 69 5 human human ADJ ajst-16784 69 6 beings being NOUN ajst-16784 69 7 from from ADP ajst-16784 69 8 ecosystem ecosystem NOUN ajst-16784 69 9 services service NOUN ajst-16784 69 10 to to PART ajst-16784 69 11 meet meet VERB ajst-16784 69 12 their their PRON ajst-16784 69 13 own own ADJ ajst-16784 69 14 needs need NOUN ajst-16784 69 15 are be AUX ajst-16784 69 16 defined define VERB ajst-16784 69 17 as as ADP ajst-16784 69 18 the the DET ajst-16784 69 19 well well ADV ajst-16784 69 20 - - PUNCT ajst-16784 69 21 being being AUX ajst-16784 69 22 provided provide VERB ajst-16784 69 23 by by ADP ajst-16784 69 24 ecosystems ecosystem NOUN ajst-16784 69 25 to to ADP ajst-16784 69 26 human human ADJ ajst-16784 69 27 beings[3 beings[3 PROPN ajst-16784 69 28 ] ] X ajst-16784 69 29 . . PUNCT ajst-16784 70 1 the the PRON ajst-16784 70 2 greater great ADJ ajst-16784 70 3 the the DET ajst-16784 70 4 esdr esdr NOUN ajst-16784 70 5 , , PUNCT ajst-16784 70 6 the the PRON ajst-16784 70 7 better well ADJ ajst-16784 70 8 the the DET ajst-16784 70 9 service service NOUN ajst-16784 70 10 demand demand NOUN ajst-16784 70 11 is be AUX ajst-16784 70 12 satisfied satisfied ADJ ajst-16784 70 13 , , PUNCT ajst-16784 70 14 and and CCONJ ajst-16784 70 15 the the PRON ajst-16784 70 16 more more ADV ajst-16784 70 17 the the DET ajst-16784 70 18 demand demand NOUN ajst-16784 70 19 is be AUX ajst-16784 70 20 satisfied satisfied ADJ ajst-16784 70 21 . . PUNCT ajst-16784 71 1 the the DET ajst-16784 71 2 more more ADV ajst-16784 71 3 well well ADV ajst-16784 71 4 - - PUNCT ajst-16784 71 5 being being NOUN ajst-16784 71 6 we we PRON ajst-16784 71 7 think think VERB ajst-16784 71 8 , , PUNCT ajst-16784 71 9 the the PRON ajst-16784 71 10 less less ADV ajst-16784 71 11 likely likely ADJ ajst-16784 71 12 the the DET ajst-16784 71 13 flood flood NOUN ajst-16784 71 14 disaster disaster NOUN ajst-16784 71 15 will will AUX ajst-16784 71 16 occur occur VERB ajst-16784 71 17 . . PUNCT ajst-16784 72 1 4 4 X ajst-16784 72 2 . . X ajst-16784 72 3 result result VERB ajst-16784 72 4 4.1 4.1 NUM ajst-16784 72 5 . . PUNCT ajst-16784 73 1 analysis analysis NOUN ajst-16784 73 2 of of ADP ajst-16784 73 3 flood flood NOUN ajst-16784 73 4 regulation regulation NOUN ajst-16784 73 5 service service NOUN ajst-16784 73 6 supply supply NOUN ajst-16784 73 7 the the PRON ajst-16784 73 8 higher high ADJ ajst-16784 73 9 the the DET ajst-16784 73 10 runoff runoff NOUN ajst-16784 73 11 retention retention NOUN ajst-16784 73 12 , , PUNCT ajst-16784 73 13 the the PRON ajst-16784 73 14 higher high ADJ ajst-16784 73 15 the the DET ajst-16784 73 16 supply supply NOUN ajst-16784 73 17 capacity capacity NOUN ajst-16784 73 18 of of ADP ajst-16784 73 19 flood flood NOUN ajst-16784 73 20 regulation regulation NOUN ajst-16784 73 21 services service NOUN ajst-16784 73 22 , , PUNCT ajst-16784 73 23 the the PRON ajst-16784 73 24 higher high ADJ ajst-16784 73 25 the the DET ajst-16784 73 26 level level NOUN ajst-16784 73 27 of of ADP ajst-16784 73 28 flood flood NOUN ajst-16784 73 29 risk risk NOUN ajst-16784 73 30 , , PUNCT ajst-16784 73 31 and and CCONJ ajst-16784 73 32 the the PRON ajst-16784 73 33 lower low ADJ ajst-16784 73 34 the the DET ajst-16784 73 35 flood flood NOUN ajst-16784 73 36 risk[13 risk[13 NOUN ajst-16784 73 37 ] ] X ajst-16784 73 38 . . PUNCT ajst-16784 74 1 it it PRON ajst-16784 74 2 can can AUX ajst-16784 74 3 be be AUX ajst-16784 74 4 seen see VERB ajst-16784 74 5 from from ADP ajst-16784 74 6 the the DET ajst-16784 74 7 figure figure NOUN ajst-16784 74 8 that that SCONJ ajst-16784 74 9 the the DET ajst-16784 74 10 supply supply NOUN ajst-16784 74 11 capacity capacity NOUN ajst-16784 74 12 of of ADP ajst-16784 74 13 flood flood NOUN ajst-16784 74 14 regulation regulation NOUN ajst-16784 74 15 service service NOUN ajst-16784 74 16 is be AUX ajst-16784 74 17 mainly mainly ADV ajst-16784 74 18 manifested manifest VERB ajst-16784 74 19 in in ADP ajst-16784 74 20 the the DET ajst-16784 74 21 spatial spatial ADJ ajst-16784 74 22 distribution distribution NOUN ajst-16784 74 23 pattern pattern NOUN ajst-16784 74 24 of of ADP ajst-16784 74 25 high high ADJ ajst-16784 74 26 in in ADP ajst-16784 74 27 the the DET ajst-16784 74 28 west west NOUN ajst-16784 74 29 and and CCONJ ajst-16784 74 30 low low ADJ ajst-16784 74 31 in in ADP ajst-16784 74 32 the the DET ajst-16784 74 33 east east NOUN ajst-16784 74 34 . . PUNCT ajst-16784 75 1 among among ADP ajst-16784 75 2 them they PRON ajst-16784 75 3 , , PUNCT ajst-16784 75 4 the the DET ajst-16784 75 5 supply supply NOUN ajst-16784 75 6 service service NOUN ajst-16784 75 7 level level NOUN ajst-16784 75 8 in in ADP ajst-16784 75 9 the the DET ajst-16784 75 10 north north NOUN ajst-16784 75 11 of of ADP ajst-16784 75 12 jiaozuo jiaozuo PROPN ajst-16784 75 13 , , PUNCT ajst-16784 75 14 the the DET ajst-16784 75 15 north north NOUN ajst-16784 75 16 of of ADP ajst-16784 75 17 xinyang xinyang PROPN ajst-16784 75 18 , , PUNCT ajst-16784 75 19 the the DET ajst-16784 75 20 west west NOUN ajst-16784 75 21 of of ADP ajst-16784 75 22 zhengzhou zhengzhou PROPN ajst-16784 75 23 and and CCONJ ajst-16784 75 24 the the DET ajst-16784 75 25 west west NOUN ajst-16784 75 26 of of ADP ajst-16784 75 27 xuchang xuchang PROPN ajst-16784 75 28 is be AUX ajst-16784 75 29 higher high ADJ ajst-16784 75 30 , , PUNCT ajst-16784 75 31 mainly mainly ADV ajst-16784 75 32 due due ADP ajst-16784 75 33 to to ADP ajst-16784 75 34 the the DET ajst-16784 75 35 high high ADJ ajst-16784 75 36 vegetation vegetation NOUN ajst-16784 75 37 coverage coverage NOUN ajst-16784 75 38 and and CCONJ ajst-16784 75 39 large large ADJ ajst-16784 75 40 forest forest NOUN ajst-16784 75 41 land land NOUN ajst-16784 75 42 distribution distribution NOUN ajst-16784 75 43 area area NOUN ajst-16784 75 44 in in ADP ajst-16784 75 45 the the DET ajst-16784 75 46 west west NOUN ajst-16784 75 47 of of ADP ajst-16784 75 48 the the DET ajst-16784 75 49 study study NOUN ajst-16784 75 50 area area NOUN ajst-16784 75 51 , , PUNCT ajst-16784 75 52 while while SCONJ ajst-16784 75 53 the the DET ajst-16784 75 54 green green ADJ ajst-16784 75 55 space space NOUN ajst-16784 75 56 area area NOUN ajst-16784 75 57 in in ADP ajst-16784 75 58 the the DET ajst-16784 75 59 east east NOUN ajst-16784 75 60 is be AUX ajst-16784 75 61 less less ADJ ajst-16784 75 62 . . PUNCT ajst-16784 76 1 figure figure VERB ajst-16784 76 2 3 3 NUM ajst-16784 76 3 . . PUNCT ajst-16784 76 4 flood flood NOUN ajst-16784 76 5 regulation regulation NOUN ajst-16784 76 6 service service NOUN ajst-16784 76 7 supply supply NOUN ajst-16784 76 8 diagram diagram VERB ajst-16784 76 9 4.2 4.2 NUM ajst-16784 76 10 . . PUNCT ajst-16784 77 1 flood flood NOUN ajst-16784 77 2 regulation regulation NOUN ajst-16784 77 3 service service NOUN ajst-16784 77 4 demand demand NOUN ajst-16784 77 5 analysis analysis NOUN ajst-16784 77 6 affected affect VERB ajst-16784 77 7 by by ADP ajst-16784 77 8 factors factor NOUN ajst-16784 77 9 such such ADJ ajst-16784 77 10 as as ADP ajst-16784 77 11 population population NOUN ajst-16784 77 12 density density NOUN ajst-16784 77 13 , , PUNCT ajst-16784 77 14 economic economic ADJ ajst-16784 77 15 development development NOUN ajst-16784 77 16 level level NOUN ajst-16784 77 17 and and CCONJ ajst-16784 77 18 land land NOUN ajst-16784 77 19 use use NOUN ajst-16784 77 20 development development NOUN ajst-16784 77 21 degree degree NOUN ajst-16784 77 22 , , PUNCT ajst-16784 77 23 the the DET ajst-16784 77 24 spatial spatial ADJ ajst-16784 77 25 distribution distribution NOUN ajst-16784 77 26 of of ADP ajst-16784 77 27 flood flood NOUN ajst-16784 77 28 regulation regulation NOUN ajst-16784 77 29 service service NOUN ajst-16784 77 30 demand demand NOUN ajst-16784 77 31 also also ADV ajst-16784 77 32 has have VERB ajst-16784 77 33 obvious obvious ADJ ajst-16784 77 34 spatial spatial ADJ ajst-16784 77 35 differences[14 differences[14 PROPN ajst-16784 77 36 ] ] PUNCT ajst-16784 77 37 . . PUNCT ajst-16784 78 1 the the DET ajst-16784 78 2 high high ADJ ajst-16784 78 3 demand demand NOUN ajst-16784 78 4 area area NOUN ajst-16784 78 5 of of ADP ajst-16784 78 6 flood flood NOUN ajst-16784 78 7 regulation regulation NOUN ajst-16784 78 8 service service NOUN ajst-16784 78 9 is be AUX ajst-16784 78 10 concentrated concentrate VERB ajst-16784 78 11 in in ADP ajst-16784 78 12 the the DET ajst-16784 78 13 central central ADJ ajst-16784 78 14 urban urban ADJ ajst-16784 78 15 area area NOUN ajst-16784 78 16 of of ADP ajst-16784 78 17 the the DET ajst-16784 78 18 city city NOUN ajst-16784 78 19 . . PUNCT ajst-16784 79 1 the the DET ajst-16784 79 2 main main ADJ ajst-16784 79 3 reason reason NOUN ajst-16784 79 4 is be AUX ajst-16784 79 5 that that SCONJ ajst-16784 79 6 the the DET ajst-16784 79 7 density density NOUN ajst-16784 79 8 of of ADP ajst-16784 79 9 construction construction NOUN ajst-16784 79 10 land land NOUN ajst-16784 79 11 in in ADP ajst-16784 79 12 urban urban ADJ ajst-16784 79 13 areas area NOUN ajst-16784 79 14 is be AUX ajst-16784 79 15 high high ADJ ajst-16784 79 16 and and CCONJ ajst-16784 79 17 the the DET ajst-16784 79 18 water water NOUN ajst-16784 79 19 network network NOUN ajst-16784 79 20 is be AUX ajst-16784 79 21 developed develop VERB ajst-16784 79 22 . . PUNCT ajst-16784 80 1 the the DET ajst-16784 80 2 rainstorm rainstorm NOUN ajst-16784 80 3 causes cause VERB ajst-16784 80 4 large large ADJ ajst-16784 80 5 runoff runoff NOUN ajst-16784 80 6 in in ADP ajst-16784 80 7 this this DET ajst-16784 80 8 area area NOUN ajst-16784 80 9 , , PUNCT ajst-16784 80 10 175 175 NUM ajst-16784 80 11 high high ADJ ajst-16784 80 12 vulnerability vulnerability NOUN ajst-16784 80 13 of of ADP ajst-16784 80 14 flood flood NOUN ajst-16784 80 15 disaster disaster NOUN ajst-16784 80 16 and and CCONJ ajst-16784 80 17 high high ADJ ajst-16784 80 18 risk risk NOUN ajst-16784 80 19 of of ADP ajst-16784 80 20 flood flood NOUN ajst-16784 80 21 . . PUNCT ajst-16784 81 1 figure figure NOUN ajst-16784 81 2 4 4 NUM ajst-16784 81 3 . . PUNCT ajst-16784 81 4 diagram diagram NOUN ajst-16784 81 5 of of ADP ajst-16784 81 6 flood flood NOUN ajst-16784 81 7 regulation regulation NOUN ajst-16784 81 8 service service NOUN ajst-16784 81 9 demand demand NOUN ajst-16784 81 10 4.3 4.3 NUM ajst-16784 81 11 . . PUNCT ajst-16784 82 1 flood flood NOUN ajst-16784 82 2 risk risk NOUN ajst-16784 82 3 analysis analysis NOUN ajst-16784 82 4 the the DET ajst-16784 82 5 supply supply NOUN ajst-16784 82 6 - - PUNCT ajst-16784 82 7 demand demand NOUN ajst-16784 82 8 ratio ratio NOUN ajst-16784 82 9 of of ADP ajst-16784 82 10 ecosystem ecosystem NOUN ajst-16784 82 11 services service NOUN ajst-16784 82 12 also also ADV ajst-16784 82 13 showed show VERB ajst-16784 82 14 significant significant ADJ ajst-16784 82 15 spatial spatial ADJ ajst-16784 82 16 differences difference NOUN ajst-16784 82 17 . . PUNCT ajst-16784 83 1 in in ADP ajst-16784 83 2 areas area NOUN ajst-16784 83 3 with with ADP ajst-16784 83 4 low low ADJ ajst-16784 83 5 population population NOUN ajst-16784 83 6 density density NOUN ajst-16784 83 7 and and CCONJ ajst-16784 83 8 high high ADJ ajst-16784 83 9 vegetation vegetation NOUN ajst-16784 83 10 coverage coverage NOUN ajst-16784 83 11 , , PUNCT ajst-16784 83 12 the the DET ajst-16784 83 13 high high ADJ ajst-16784 83 14 supply supply NOUN ajst-16784 83 15 and and CCONJ ajst-16784 83 16 low low ADJ ajst-16784 83 17 demand demand NOUN ajst-16784 83 18 of of ADP ajst-16784 83 19 flood flood NOUN ajst-16784 83 20 regulation regulation NOUN ajst-16784 83 21 services service NOUN ajst-16784 83 22 lead lead VERB ajst-16784 83 23 to to ADP ajst-16784 83 24 a a DET ajst-16784 83 25 higher high ADJ ajst-16784 83 26 ratio ratio NOUN ajst-16784 83 27 of of ADP ajst-16784 83 28 service service NOUN ajst-16784 83 29 supply supply NOUN ajst-16784 83 30 to to ADP ajst-16784 83 31 demand demand NOUN ajst-16784 83 32 . . PUNCT ajst-16784 84 1 in in ADP ajst-16784 84 2 the the DET ajst-16784 84 3 central central ADJ ajst-16784 84 4 urban urban ADJ ajst-16784 84 5 area area NOUN ajst-16784 84 6 , , PUNCT ajst-16784 84 7 due due ADP ajst-16784 84 8 to to ADP ajst-16784 84 9 the the DET ajst-16784 84 10 large large ADJ ajst-16784 84 11 proportion proportion NOUN ajst-16784 84 12 of of ADP ajst-16784 84 13 construction construction NOUN ajst-16784 84 14 land land NOUN ajst-16784 84 15 , , PUNCT ajst-16784 84 16 dense dense ADJ ajst-16784 84 17 population population NOUN ajst-16784 84 18 , , PUNCT ajst-16784 84 19 and and CCONJ ajst-16784 84 20 low low ADJ ajst-16784 84 21 service service NOUN ajst-16784 84 22 supply supply NOUN ajst-16784 84 23 and and CCONJ ajst-16784 84 24 demand demand NOUN ajst-16784 84 25 , , PUNCT ajst-16784 84 26 the the DET ajst-16784 84 27 flood flood NOUN ajst-16784 84 28 risk risk NOUN ajst-16784 84 29 in in ADP ajst-16784 84 30 the the DET ajst-16784 84 31 central central ADJ ajst-16784 84 32 urban urban ADJ ajst-16784 84 33 area area NOUN ajst-16784 84 34 is be AUX ajst-16784 84 35 high high ADJ ajst-16784 84 36 . . PUNCT ajst-16784 85 1 figure figure NOUN ajst-16784 85 2 5 5 NUM ajst-16784 85 3 . . PUNCT ajst-16784 85 4 flood flood NOUN ajst-16784 85 5 risk risk NOUN ajst-16784 85 6 map map NOUN ajst-16784 85 7 5 5 NUM ajst-16784 85 8 . . PUNCT ajst-16784 85 9 conclusion conclusion NOUN ajst-16784 85 10 based base VERB ajst-16784 85 11 on on ADP ajst-16784 85 12 the the DET ajst-16784 85 13 balance balance NOUN ajst-16784 85 14 between between ADP ajst-16784 85 15 supply supply NOUN ajst-16784 85 16 and and CCONJ ajst-16784 85 17 demand demand NOUN ajst-16784 85 18 of of ADP ajst-16784 85 19 flood flood NOUN ajst-16784 85 20 regulation regulation NOUN ajst-16784 85 21 services service NOUN ajst-16784 85 22 , , PUNCT ajst-16784 85 23 this this DET ajst-16784 85 24 paper paper NOUN ajst-16784 85 25 analyzes analyze VERB ajst-16784 85 26 the the DET ajst-16784 85 27 flood flood NOUN ajst-16784 85 28 risk risk NOUN ajst-16784 85 29 of of ADP ajst-16784 85 30 zhengzhou zhengzhou PROPN ajst-16784 85 31 metropolitan metropolitan PROPN ajst-16784 85 32 area area NOUN ajst-16784 85 33 . . PUNCT ajst-16784 86 1 the the DET ajst-16784 86 2 main main ADJ ajst-16784 86 3 conclusion conclusion NOUN ajst-16784 86 4 is be AUX ajst-16784 86 5 that that SCONJ ajst-16784 86 6 due due ADP ajst-16784 86 7 to to ADP ajst-16784 86 8 the the DET ajst-16784 86 9 large large ADJ ajst-16784 86 10 proportion proportion NOUN ajst-16784 86 11 of of ADP ajst-16784 86 12 construction construction NOUN ajst-16784 86 13 land land NOUN ajst-16784 86 14 and and CCONJ ajst-16784 86 15 dense dense ADJ ajst-16784 86 16 population population NOUN ajst-16784 86 17 in in ADP ajst-16784 86 18 the the DET ajst-16784 86 19 urban urban ADJ ajst-16784 86 20 center center NOUN ajst-16784 86 21 , , PUNCT ajst-16784 86 22 the the DET ajst-16784 86 23 flood flood NOUN ajst-16784 86 24 risk risk NOUN ajst-16784 86 25 is be AUX ajst-16784 86 26 high high ADJ ajst-16784 86 27 . . PUNCT ajst-16784 87 1 in in ADP ajst-16784 87 2 areas area NOUN ajst-16784 87 3 with with ADP ajst-16784 87 4 high high ADJ ajst-16784 87 5 vegetation vegetation NOUN ajst-16784 87 6 coverage coverage NOUN ajst-16784 87 7 , , PUNCT ajst-16784 87 8 the the DET ajst-16784 87 9 risk risk NOUN ajst-16784 87 10 of of ADP ajst-16784 87 11 floods flood NOUN ajst-16784 87 12 is be AUX ajst-16784 87 13 low low ADJ ajst-16784 87 14 because because SCONJ ajst-16784 87 15 vegetation vegetation NOUN ajst-16784 87 16 can can AUX ajst-16784 87 17 control control VERB ajst-16784 87 18 floods flood NOUN ajst-16784 87 19 . . PUNCT ajst-16784 88 1 for for ADP ajst-16784 88 2 the the DET ajst-16784 88 3 urban urban ADJ ajst-16784 88 4 center center NOUN ajst-16784 88 5 with with ADP ajst-16784 88 6 high high ADJ ajst-16784 88 7 flood flood NOUN ajst-16784 88 8 risk risk NOUN ajst-16784 88 9 , , PUNCT ajst-16784 88 10 some some DET ajst-16784 88 11 measures measure NOUN ajst-16784 88 12 can can AUX ajst-16784 88 13 be be AUX ajst-16784 88 14 taken take VERB ajst-16784 88 15 to to PART ajst-16784 88 16 improve improve VERB ajst-16784 88 17 its its PRON ajst-16784 88 18 flood flood NOUN ajst-16784 88 19 control control NOUN ajst-16784 88 20 capacity capacity NOUN ajst-16784 88 21 . . PUNCT ajst-16784 89 1 references reference NOUN ajst-16784 89 2 [ [ X ajst-16784 89 3 1 1 NUM ajst-16784 89 4 ] ] PUNCT ajst-16784 89 5 jiake jiake NOUN ajst-16784 89 6 shen shen PROPN ajst-16784 89 7 , , PUNCT ajst-16784 89 8 xiaolu xiaolu PROPN ajst-16784 89 9 guo guo PROPN ajst-16784 89 10 , , PUNCT ajst-16784 89 11 and and CCONJ ajst-16784 89 12 yuncai yuncai PROPN ajst-16784 89 13 wang wang PROPN ajst-16784 89 14 . . PROPN ajst-16784 89 15 2021 2021 NUM ajst-16784 89 16 . . PUNCT ajst-16784 90 1 identifying identify VERB ajst-16784 90 2 and and CCONJ ajst-16784 90 3 setting set VERB ajst-16784 90 4 the the DET ajst-16784 90 5 natural natural ADJ ajst-16784 90 6 spaces space NOUN ajst-16784 90 7 priority priority NOUN ajst-16784 90 8 based base VERB ajst-16784 90 9 on on ADP ajst-16784 90 10 the the DET ajst-16784 90 11 multiecosystem multiecosystem NOUN ajst-16784 90 12 services service NOUN ajst-16784 90 13 capacity capacity NOUN ajst-16784 90 14 index index NOUN ajst-16784 90 15 . . PUNCT ajst-16784 91 1 ecol ecol PROPN ajst-16784 91 2 . . PUNCT ajst-16784 92 1 indic indic ADJ ajst-16784 92 2 . . PUNCT ajst-16784 93 1 ( ( PUNCT ajst-16784 93 2 2021 2021 NUM ajst-16784 93 3 ) ) PUNCT ajst-16784 93 4 , , PUNCT ajst-16784 93 5 107473 107473 NUM ajst-16784 93 6 . . PUNCT ajst-16784 94 1 doi doi PROPN ajst-16784 94 2 10.1016 10.1016 NUM ajst-16784 94 3 / / SYM ajst-16784 94 4 j.ecolind.2021.107473 j.ecolind.2021.107473 PROPN ajst-16784 95 1 [ [ X ajst-16784 95 2 2 2 NUM ajst-16784 95 3 ] ] PUNCT ajst-16784 95 4 chinh chinh PROPN ajst-16784 95 5 luu luu PROPN ajst-16784 95 6 and and CCONJ ajst-16784 95 7 jason jason PROPN ajst-16784 95 8 von von PROPN ajst-16784 95 9 meding meding PROPN ajst-16784 95 10 . . PUNCT ajst-16784 96 1 2018 2018 NUM ajst-16784 96 2 . . PUNCT ajst-16784 97 1 a a DET ajst-16784 97 2 flood flood NOUN ajst-16784 97 3 risk risk NOUN ajst-16784 97 4 assessment assessment NOUN ajst-16784 97 5 of of ADP ajst-16784 97 6 quang quang PROPN ajst-16784 97 7 nam nam PROPN ajst-16784 97 8 , , PUNCT ajst-16784 97 9 vietnam vietnam PROPN ajst-16784 97 10 using use VERB ajst-16784 97 11 spatial spatial ADJ ajst-16784 97 12 multicriteria multicriteria PROPN ajst-16784 97 13 decision decision NOUN ajst-16784 97 14 analysis analysis NOUN ajst-16784 97 15 . . PUNCT ajst-16784 98 1 water water NOUN ajst-16784 98 2 - - PUNCT ajst-16784 98 3 sui sui PROPN ajst-16784 98 4 . . PUNCT ajst-16784 98 5 ( ( PUNCT ajst-16784 98 6 2018 2018 NUM ajst-16784 98 7 ) ) PUNCT ajst-16784 98 8 , , PUNCT ajst-16784 98 9 461 461 NUM ajst-16784 98 10 . . PUNCT ajst-16784 99 1 doi doi NOUN ajst-16784 99 2 10.3390 10.3390 NUM ajst-16784 99 3 / / SYM ajst-16784 99 4 w10040461 w10040461 NOUN ajst-16784 99 5 [ [ X ajst-16784 99 6 3 3 NUM ajst-16784 99 7 ] ] X ajst-16784 99 8 stoyan stoyan ADJ ajst-16784 99 9 nedkov nedkov PROPN ajst-16784 99 10 and and CCONJ ajst-16784 99 11 benjamin benjamin PROPN ajst-16784 99 12 burkhard burkhard PROPN ajst-16784 99 13 . . PUNCT ajst-16784 100 1 2012 2012 NUM ajst-16784 100 2 . . PUNCT ajst-16784 101 1 flood flood NOUN ajst-16784 101 2 regulating regulate VERB ajst-16784 101 3 ecosystem ecosystem NOUN ajst-16784 101 4 services service NOUN ajst-16784 101 5 β€” β€” PUNCT ajst-16784 101 6 mapping mapping NOUN ajst-16784 101 7 supply supply NOUN ajst-16784 101 8 and and CCONJ ajst-16784 101 9 demand demand NOUN ajst-16784 101 10 , , PUNCT ajst-16784 101 11 in in ADP ajst-16784 101 12 the the DET ajst-16784 101 13 etropole etropole NOUN ajst-16784 101 14 municipality municipality NOUN ajst-16784 101 15 , , PUNCT ajst-16784 101 16 bulgaria bulgaria PROPN ajst-16784 101 17 . . PUNCT ajst-16784 101 18 ecol ecol PROPN ajst-16784 101 19 . . PUNCT ajst-16784 102 1 indic indic ADJ ajst-16784 102 2 . . PUNCT ajst-16784 103 1 ( ( PUNCT ajst-16784 103 2 2012 2012 NUM ajst-16784 103 3 ) ) PUNCT ajst-16784 103 4 , , PUNCT ajst-16784 103 5 6779 6779 NUM ajst-16784 103 6 . . PUNCT ajst-16784 104 1 doi doi PROPN ajst-16784 104 2 10.1016 10.1016 NUM ajst-16784 104 3 / / SYM ajst-16784 104 4 j.ecolind.2011.06.022 j.ecolind.2011.06.022 X ajst-16784 105 1 [ [ X ajst-16784 105 2 4 4 NUM ajst-16784 105 3 ] ] X ajst-16784 105 4 shuoliang shuoliang PROPN ajst-16784 105 5 jiang jiang PROPN ajst-16784 105 6 and and CCONJ ajst-16784 105 7 xiansheng xiansheng PROPN ajst-16784 105 8 chen chen PROPN ajst-16784 105 9 . . PUNCT ajst-16784 106 1 2022 2022 NUM ajst-16784 106 2 . . PUNCT ajst-16784 107 1 urban urban ADJ ajst-16784 107 2 resilience resilience NOUN ajst-16784 107 3 assessment assessment NOUN ajst-16784 107 4 and and CCONJ ajst-16784 107 5 obstacle obstacle NOUN ajst-16784 107 6 factors factor VERB ajst-16784 107 7 analysis analysis NOUN ajst-16784 107 8 under under ADP ajst-16784 107 9 flood flood NOUN ajst-16784 107 10 scenarios scenario NOUN ajst-16784 107 11 . . PUNCT ajst-16784 108 1 statistics statistic NOUN ajst-16784 108 2 and and CCONJ ajst-16784 108 3 decision decision NOUN ajst-16784 108 4 ( ( PUNCT ajst-16784 108 5 2022 2022 NUM ajst-16784 108 6 ) ) PUNCT ajst-16784 108 7 , , PUNCT ajst-16784 108 8 63 63 NUM ajst-16784 108 9 - - SYM ajst-16784 108 10 67 67 NUM ajst-16784 108 11 . . PUNCT ajst-16784 109 1 doi doi PROPN ajst-16784 109 2 10.13546 10.13546 NUM ajst-16784 109 3 / / SYM ajst-16784 109 4 j.cnki.tjyjc.2022.24.012 j.cnki.tjyjc.2022.24.012 PROPN ajst-16784 110 1 [ [ X ajst-16784 110 2 5 5 NUM ajst-16784 110 3 ] ] SYM ajst-16784 110 4 matthias matthias PROPN ajst-16784 110 5 schrΓΆter schrΓΆter NOUN ajst-16784 110 6 , , PUNCT ajst-16784 110 7 roy roy PROPN ajst-16784 110 8 p. p. PROPN ajst-16784 110 9 remme remme PROPN ajst-16784 110 10 , , PUNCT ajst-16784 110 11 and and CCONJ ajst-16784 110 12 lars lars PROPN ajst-16784 110 13 hein hein PROPN ajst-16784 110 14 . . PROPN ajst-16784 110 15 2012 2012 NUM ajst-16784 110 16 . . PUNCT ajst-16784 111 1 how how SCONJ ajst-16784 111 2 and and CCONJ ajst-16784 111 3 where where SCONJ ajst-16784 111 4 to to PART ajst-16784 111 5 map map VERB ajst-16784 111 6 supply supply NOUN ajst-16784 111 7 and and CCONJ ajst-16784 111 8 demand demand NOUN ajst-16784 111 9 of of ADP ajst-16784 111 10 ecosystem ecosystem NOUN ajst-16784 111 11 services service NOUN ajst-16784 111 12 for for ADP ajst-16784 111 13 policy policy NOUN ajst-16784 111 14 - - PUNCT ajst-16784 111 15 relevant relevant ADJ ajst-16784 111 16 outcomes outcome NOUN ajst-16784 111 17 ? ? PUNCT ajst-16784 112 1 ecol ecol NOUN ajst-16784 112 2 . . PUNCT ajst-16784 113 1 indic indic ADJ ajst-16784 113 2 . . PUNCT ajst-16784 114 1 ( ( PUNCT ajst-16784 114 2 2012 2012 NUM ajst-16784 114 3 ) ) PUNCT ajst-16784 114 4 , , PUNCT ajst-16784 114 5 220 220 NUM ajst-16784 114 6 - - SYM ajst-16784 114 7 221 221 NUM ajst-16784 114 8 . . PUNCT ajst-16784 115 1 doi doi PROPN ajst-16784 115 2 10.1016 10.1016 NUM ajst-16784 115 3 / / SYM ajst-16784 115 4 j.ecolind.2012.03.025 j.ecolind.2012.03.025 NOUN ajst-16784 115 5 [ [ X ajst-16784 115 6 6 6 NUM ajst-16784 115 7 ] ] PUNCT ajst-16784 115 8 ralf ralf PROPN ajst-16784 115 9 - - PUNCT ajst-16784 115 10 uwe uwe PROPN ajst-16784 115 11 syrbe syrbe PROPN ajst-16784 115 12 and and CCONJ ajst-16784 115 13 ulrich ulrich PROPN ajst-16784 115 14 walz walz PROPN ajst-16784 115 15 . . PUNCT ajst-16784 115 16 2012 2012 NUM ajst-16784 115 17 . . PUNCT ajst-16784 116 1 spatial spatial ADJ ajst-16784 116 2 indicators indicator NOUN ajst-16784 116 3 for for ADP ajst-16784 116 4 the the DET ajst-16784 116 5 assessment assessment NOUN ajst-16784 116 6 of of ADP ajst-16784 116 7 ecosystem ecosystem NOUN ajst-16784 116 8 services service NOUN ajst-16784 116 9 : : PUNCT ajst-16784 116 10 providing provide VERB ajst-16784 116 11 , , PUNCT ajst-16784 116 12 benefiting benefit VERB ajst-16784 116 13 and and CCONJ ajst-16784 116 14 connecting connect VERB ajst-16784 116 15 areas area NOUN ajst-16784 116 16 and and CCONJ ajst-16784 116 17 landscape landscape NOUN ajst-16784 116 18 metrics metric NOUN ajst-16784 116 19 . . PUNCT ajst-16784 117 1 ecol ecol NOUN ajst-16784 117 2 . . PUNCT ajst-16784 118 1 indic indic ADJ ajst-16784 118 2 . . PUNCT ajst-16784 119 1 ( ( PUNCT ajst-16784 119 2 2012 2012 NUM ajst-16784 119 3 ) ) PUNCT ajst-16784 119 4 , , PUNCT ajst-16784 119 5 80 80 NUM ajst-16784 119 6 - - SYM ajst-16784 119 7 88 88 NUM ajst-16784 119 8 . . PUNCT ajst-16784 120 1 doi doi PROPN ajst-16784 120 2 10.1016 10.1016 NUM ajst-16784 120 3 / / SYM ajst-16784 120 4 j.ecolind.2012.02.013 j.ecolind.2012.02.013 PROPN ajst-16784 121 1 [ [ X ajst-16784 121 2 7 7 NUM ajst-16784 121 3 ] ] X ajst-16784 121 4 yi yi PROPN ajst-16784 121 5 - - PUNCT ajst-16784 121 6 wen wen PROPN ajst-16784 121 7 ji ji PROPN ajst-16784 121 8 , , PUNCT ajst-16784 121 9 lang lang PROPN ajst-16784 121 10 zhang zhang PROPN ajst-16784 121 11 , , PUNCT ajst-16784 121 12 jie jie PROPN ajst-16784 121 13 liu liu PROPN ajst-16784 121 14 , , PUNCT ajst-16784 121 15 qicheng qicheng PROPN ajst-16784 121 16 zhong zhong PROPN ajst-16784 121 17 , , PUNCT ajst-16784 121 18 and and CCONJ ajst-16784 121 19 xinxin xinxin PROPN ajst-16784 121 20 zhang zhang PROPN ajst-16784 121 21 . . PROPN ajst-16784 121 22 2020 2020 NUM ajst-16784 121 23 . . PUNCT ajst-16784 122 1 optimizing optimize VERB ajst-16784 122 2 spatial spatial ADJ ajst-16784 122 3 distribution distribution NOUN ajst-16784 122 4 of of ADP ajst-16784 122 5 urban urban ADJ ajst-16784 122 6 green green ADJ ajst-16784 122 7 spaces space NOUN ajst-16784 122 8 by by ADP ajst-16784 122 9 balancing balance VERB ajst-16784 122 10 supply supply NOUN ajst-16784 122 11 and and CCONJ ajst-16784 122 12 demand demand NOUN ajst-16784 122 13 for for ADP ajst-16784 122 14 ecosystem ecosystem NOUN ajst-16784 122 15 services service NOUN ajst-16784 122 16 . . PUNCT ajst-16784 123 1 j. j. PROPN ajst-16784 123 2 chem.-ny chem.-ny PROPN ajst-16784 123 3 ( ( PUNCT ajst-16784 123 4 2020 2020 NUM ajst-16784 123 5 ) ) PUNCT ajst-16784 123 6 , , PUNCT ajst-16784 123 7 1 1 NUM ajst-16784 123 8 - - SYM ajst-16784 123 9 8 8 NUM ajst-16784 123 10 . . PUNCT ajst-16784 123 11 doi doi NOUN ajst-16784 123 12 10.1155/2020/8474636 10.1155/2020/8474636 NUM ajst-16784 124 1 [ [ X ajst-16784 124 2 8 8 NUM ajst-16784 124 3 ] ] X ajst-16784 124 4 benjamin benjamin PROPN ajst-16784 124 5 burkhard burkhard PROPN ajst-16784 124 6 , , PUNCT ajst-16784 124 7 franziska franziska PROPN ajst-16784 124 8 kroll kroll PROPN ajst-16784 124 9 , , PUNCT ajst-16784 124 10 stoyan stoyan ADJ ajst-16784 124 11 nedkov nedkov NOUN ajst-16784 124 12 , , PUNCT ajst-16784 124 13 and and CCONJ ajst-16784 124 14 felix felix PROPN ajst-16784 124 15 mΓΌller mΓΌller PROPN ajst-16784 124 16 . . PROPN ajst-16784 124 17 2012 2012 NUM ajst-16784 124 18 . . PUNCT ajst-16784 125 1 mapping map VERB ajst-16784 125 2 ecosystem ecosystem NOUN ajst-16784 125 3 service service NOUN ajst-16784 125 4 supply supply NOUN ajst-16784 125 5 , , PUNCT ajst-16784 125 6 demand demand NOUN ajst-16784 125 7 and and CCONJ ajst-16784 125 8 budgets budget NOUN ajst-16784 125 9 . . PUNCT ajst-16784 126 1 ecol ecol NOUN ajst-16784 126 2 . . PUNCT ajst-16784 127 1 indic indic ADJ ajst-16784 127 2 . . PUNCT ajst-16784 128 1 ( ( PUNCT ajst-16784 128 2 2012 2012 NUM ajst-16784 128 3 ) ) PUNCT ajst-16784 128 4 , , PUNCT ajst-16784 128 5 17 17 NUM ajst-16784 128 6 - - SYM ajst-16784 128 7 29 29 NUM ajst-16784 128 8 . . PUNCT ajst-16784 129 1 doi doi PROPN ajst-16784 129 2 10.1016 10.1016 NUM ajst-16784 129 3 / / SYM ajst-16784 129 4 j.ecolind.2011.06.019 j.ecolind.2011.06.019 X ajst-16784 130 1 [ [ X ajst-16784 130 2 9 9 NUM ajst-16784 130 3 ] ] PUNCT ajst-16784 130 4 s. s. PROPN ajst-16784 130 5 wolff wolff PROPN ajst-16784 130 6 , , PUNCT ajst-16784 130 7 c. c. PROPN ajst-16784 130 8 j. j. PROPN ajst-16784 130 9 e. e. PROPN ajst-16784 130 10 schulp schulp PROPN ajst-16784 130 11 , , PUNCT ajst-16784 130 12 and and CCONJ ajst-16784 130 13 p. p. PROPN ajst-16784 130 14 h. h. PROPN ajst-16784 130 15 verburg verburg PROPN ajst-16784 130 16 . . PUNCT ajst-16784 131 1 2015 2015 NUM ajst-16784 131 2 . . PUNCT ajst-16784 132 1 mapping map VERB ajst-16784 132 2 ecosystem ecosystem NOUN ajst-16784 132 3 services service NOUN ajst-16784 132 4 demand demand NOUN ajst-16784 132 5 : : PUNCT ajst-16784 132 6 a a DET ajst-16784 132 7 review review NOUN ajst-16784 132 8 of of ADP ajst-16784 132 9 current current ADJ ajst-16784 132 10 research research NOUN ajst-16784 132 11 and and CCONJ ajst-16784 132 12 future future ADJ ajst-16784 132 13 perspectives perspective NOUN ajst-16784 132 14 . . PUNCT ajst-16784 133 1 ecol ecol NOUN ajst-16784 133 2 . . PUNCT ajst-16784 134 1 indic indic ADJ ajst-16784 134 2 . . PUNCT ajst-16784 135 1 ( ( PUNCT ajst-16784 135 2 2015 2015 NUM ajst-16784 135 3 ) ) PUNCT ajst-16784 135 4 , , PUNCT ajst-16784 135 5 159 159 NUM ajst-16784 135 6 - - SYM ajst-16784 135 7 171 171 NUM ajst-16784 135 8 . . PUNCT ajst-16784 136 1 doi doi PROPN ajst-16784 136 2 10.1016 10.1016 NUM ajst-16784 136 3 / / SYM ajst-16784 136 4 j.ecolind.2015.03.016 j.ecolind.2015.03.016 PROPN ajst-16784 137 1 [ [ X ajst-16784 137 2 10 10 NUM ajst-16784 137 3 ] ] X ajst-16784 137 4 yishao yishao PROPN ajst-16784 137 5 shi shi PROPN ajst-16784 137 6 , , PUNCT ajst-16784 137 7 donghui donghui PROPN ajst-16784 137 8 shi shi PROPN ajst-16784 137 9 , , PUNCT ajst-16784 137 10 liangliang liangliang PROPN ajst-16784 137 11 zhou zhou PROPN ajst-16784 137 12 , , PUNCT ajst-16784 137 13 and and CCONJ ajst-16784 137 14 ruibo ruibo PROPN ajst-16784 137 15 fang fang X ajst-16784 137 16 . . PUNCT ajst-16784 137 17 2020 2020 NUM ajst-16784 137 18 . . PUNCT ajst-16784 138 1 identification identification NOUN ajst-16784 138 2 of of ADP ajst-16784 138 3 ecosystem ecosystem NOUN ajst-16784 138 4 services service NOUN ajst-16784 138 5 supply supply NOUN ajst-16784 138 6 and and CCONJ ajst-16784 138 7 demand demand NOUN ajst-16784 138 8 areas area NOUN ajst-16784 138 9 and and CCONJ ajst-16784 138 10 simulation simulation NOUN ajst-16784 138 11 of of ADP ajst-16784 138 12 ecosystem ecosystem NOUN ajst-16784 138 13 service service NOUN ajst-16784 138 14 flows flow NOUN ajst-16784 138 15 in in ADP ajst-16784 138 16 shanghai shanghai PROPN ajst-16784 138 17 . . PUNCT ajst-16784 139 1 ecol ecol PROPN ajst-16784 139 2 . . PUNCT ajst-16784 140 1 indic indic ADJ ajst-16784 140 2 . . PUNCT ajst-16784 141 1 ( ( PUNCT ajst-16784 141 2 2020 2020 NUM ajst-16784 141 3 ) ) PUNCT ajst-16784 141 4 , , PUNCT ajst-16784 141 5 106418 106418 NUM ajst-16784 141 6 . . PUNCT ajst-16784 142 1 doi doi PROPN ajst-16784 142 2 10.1016 10.1016 NUM ajst-16784 142 3 / / SYM ajst-16784 142 4 j.ecolind.2020.106418 j.ecolind.2020.106418 PROPN ajst-16784 143 1 [ [ X ajst-16784 143 2 11 11 NUM ajst-16784 143 3 ] ] X ajst-16784 143 4 jiake jiake NOUN ajst-16784 143 5 shen shen PROPN ajst-16784 143 6 and and CCONJ ajst-16784 143 7 yuncai yuncai PROPN ajst-16784 143 8 wang wang PROPN ajst-16784 143 9 . . PROPN ajst-16784 143 10 2021 2021 NUM ajst-16784 143 11 . . PUNCT ajst-16784 144 1 allocating allocate VERB ajst-16784 144 2 and and CCONJ ajst-16784 144 3 mapping mapping NOUN ajst-16784 144 4 ecosystem ecosystem NOUN ajst-16784 144 5 service service NOUN ajst-16784 144 6 demands demand NOUN ajst-16784 144 7 with with ADP ajst-16784 144 8 spatial spatial ADJ ajst-16784 144 9 flow flow NOUN ajst-16784 144 10 from from ADP ajst-16784 144 11 built build VERB ajst-16784 144 12 - - PUNCT ajst-16784 144 13 up up ADP ajst-16784 144 14 areas area NOUN ajst-16784 144 15 to to ADP ajst-16784 144 16 natural natural ADJ ajst-16784 144 17 spaces space NOUN ajst-16784 144 18 . . PUNCT ajst-16784 145 1 sci sci PROPN ajst-16784 145 2 . . PUNCT ajst-16784 145 3 total total PROPN ajst-16784 145 4 environ environ PROPN ajst-16784 145 5 . . PUNCT ajst-16784 146 1 ( ( PUNCT ajst-16784 146 2 2021 2021 NUM ajst-16784 146 3 ) ) PUNCT ajst-16784 146 4 , , PUNCT ajst-16784 146 5 149330 149330 NUM ajst-16784 146 6 . . PUNCT ajst-16784 147 1 doi doi PROPN ajst-16784 147 2 10.1016 10.1016 NUM ajst-16784 147 3 / / SYM ajst-16784 147 4 j.scitotenv.2021.149330 j.scitotenv.2021.149330 PROPN ajst-16784 147 5 [ [ X ajst-16784 147 6 12 12 NUM ajst-16784 147 7 ] ] PUNCT ajst-16784 147 8 brendan brendan PROPN ajst-16784 147 9 fisher fisher PROPN ajst-16784 147 10 , , PUNCT ajst-16784 147 11 r. r. PROPN ajst-16784 147 12 kerry kerry PROPN ajst-16784 147 13 turner turner PROPN ajst-16784 147 14 , , PUNCT ajst-16784 147 15 and and CCONJ ajst-16784 147 16 paul paul PROPN ajst-16784 147 17 morling morling PROPN ajst-16784 147 18 . . PUNCT ajst-16784 147 19 2009 2009 NUM ajst-16784 147 20 . . PUNCT ajst-16784 148 1 defining define VERB ajst-16784 148 2 and and CCONJ ajst-16784 148 3 classifying classify VERB ajst-16784 148 4 ecosystem ecosystem NOUN ajst-16784 148 5 services service NOUN ajst-16784 148 6 for for ADP ajst-16784 148 7 decision decision NOUN ajst-16784 148 8 making making NOUN ajst-16784 148 9 . . PUNCT ajst-16784 149 1 ecol ecol PROPN ajst-16784 149 2 . . PUNCT ajst-16784 150 1 econ econ PROPN ajst-16784 150 2 . . PUNCT ajst-16784 151 1 ( ( PUNCT ajst-16784 151 2 2009 2009 NUM ajst-16784 151 3 ) ) PUNCT ajst-16784 151 4 , , PUNCT ajst-16784 151 5 643 643 NUM ajst-16784 151 6 - - SYM ajst-16784 151 7 653 653 NUM ajst-16784 151 8 . . PUNCT ajst-16784 152 1 doi doi PROPN ajst-16784 152 2 10.1016 10.1016 NUM ajst-16784 152 3 / / SYM ajst-16784 152 4 j.ecolecon.2008.09.014 j.ecolecon.2008.09.014 PROPN ajst-16784 153 1 [ [ X ajst-16784 153 2 13 13 NUM ajst-16784 153 3 ] ] X ajst-16784 153 4 benjamin benjamin PROPN ajst-16784 153 5 burkhard burkhard PROPN ajst-16784 153 6 , , PUNCT ajst-16784 153 7 franziska franziska PROPN ajst-16784 153 8 kroll kroll PROPN ajst-16784 153 9 , , PUNCT ajst-16784 153 10 stoyan stoyan ADJ ajst-16784 153 11 nedkov nedkov NOUN ajst-16784 153 12 , , PUNCT ajst-16784 153 13 and and CCONJ ajst-16784 153 14 felix felix PROPN ajst-16784 153 15 mΓΌller mΓΌller PROPN ajst-16784 153 16 . . PROPN ajst-16784 153 17 2012 2012 NUM ajst-16784 153 18 . . PUNCT ajst-16784 154 1 mapping map VERB ajst-16784 154 2 ecosystem ecosystem NOUN ajst-16784 154 3 service service NOUN ajst-16784 154 4 supply supply NOUN ajst-16784 154 5 , , PUNCT ajst-16784 154 6 demand demand NOUN ajst-16784 154 7 and and CCONJ ajst-16784 154 8 budgets budget NOUN ajst-16784 154 9 . . PUNCT ajst-16784 155 1 ecol ecol NOUN ajst-16784 155 2 . . PUNCT ajst-16784 156 1 indic indic ADJ ajst-16784 156 2 . . PUNCT ajst-16784 157 1 ( ( PUNCT ajst-16784 157 2 2012 2012 NUM ajst-16784 157 3 ) ) PUNCT ajst-16784 157 4 , , PUNCT ajst-16784 157 5 17 17 NUM ajst-16784 157 6 - - SYM ajst-16784 157 7 29 29 NUM ajst-16784 157 8 . . PUNCT ajst-16784 158 1 doi doi PROPN ajst-16784 158 2 10.1016 10.1016 NUM ajst-16784 158 3 / / SYM ajst-16784 158 4 j.ecolind.2011.06.019 j.ecolind.2011.06.019 X ajst-16784 159 1 [ [ X ajst-16784 159 2 14 14 NUM ajst-16784 159 3 ] ] PUNCT ajst-16784 159 4 neele neele NOUN ajst-16784 159 5 larondelle larondelle NOUN ajst-16784 159 6 and and CCONJ ajst-16784 159 7 steffen steffen PROPN ajst-16784 159 8 lauf lauf PROPN ajst-16784 159 9 . . PUNCT ajst-16784 160 1 2016 2016 NUM ajst-16784 160 2 . . PUNCT ajst-16784 161 1 balancing balance VERB ajst-16784 161 2 demand demand NOUN ajst-16784 161 3 and and CCONJ ajst-16784 161 4 supply supply NOUN ajst-16784 161 5 of of ADP ajst-16784 161 6 multiple multiple ADJ ajst-16784 161 7 urban urban ADJ ajst-16784 161 8 ecosystem ecosystem NOUN ajst-16784 161 9 services service NOUN ajst-16784 161 10 on on ADP ajst-16784 161 11 different different ADJ ajst-16784 161 12 spatial spatial ADJ ajst-16784 161 13 scales scale NOUN ajst-16784 161 14 . . PUNCT ajst-16784 162 1 ecosystem ecosystem NOUN ajst-16784 162 2 services service NOUN ajst-16784 162 3 ( ( PUNCT ajst-16784 162 4 2016 2016 NUM ajst-16784 162 5 ) ) PUNCT ajst-16784 162 6 , , PUNCT ajst-16784 162 7 18 18 NUM ajst-16784 162 8 - - SYM ajst-16784 162 9 31 31 NUM ajst-16784 162 10 . . PUNCT ajst-16784 163 1 doi doi PROPN ajst-16784 163 2 10.1016 10.1016 NUM ajst-16784 163 3 / / SYM ajst-16784 163 4 j.ecoser.2016.09.008 j.ecoser.2016.09.008 PROPN