id sid tid token lemma pos ajst-27321 1 1 academic academic ADJ ajst-27321 1 2 journal journal NOUN ajst-27321 1 3 of of ADP ajst-27321 1 4 science science NOUN ajst-27321 1 5 and and CCONJ ajst-27321 1 6 technology technology NOUN ajst-27321 1 7 issn issn NOUN ajst-27321 1 8 : : PUNCT ajst-27321 1 9 2771 2771 NUM ajst-27321 1 10 - - SYM ajst-27321 1 11 3032 3032 NUM ajst-27321 1 12 | | NOUN ajst-27321 1 13 vol vol NOUN ajst-27321 1 14 . . PROPN ajst-27321 1 15 13 13 NUM ajst-27321 1 16 , , PUNCT ajst-27321 1 17 no no INTJ ajst-27321 1 18 . . NOUN ajst-27321 1 19 2 2 NUM ajst-27321 1 20 , , PUNCT ajst-27321 1 21 2024 2024 NUM ajst-27321 1 22 83 83 NUM ajst-27321 1 23 progress progress NOUN ajst-27321 1 24 and and CCONJ ajst-27321 1 25 development development NOUN ajst-27321 1 26 trend trend NOUN ajst-27321 1 27 of of ADP ajst-27321 1 28 drought drought NOUN ajst-27321 1 29 disaster disaster NOUN ajst-27321 1 30 research research NOUN ajst-27321 1 31 based base VERB ajst-27321 1 32 on on ADP ajst-27321 1 33 bibliometric bibliometric ADJ ajst-27321 1 34 analysis analysis NOUN ajst-27321 1 35 liurun liurun NOUN ajst-27321 1 36 cheng1 cheng1 NOUN ajst-27321 1 37 , , PUNCT ajst-27321 1 38 * * PUNCT ajst-27321 2 1 1school 1school NUM ajst-27321 2 2 of of ADP ajst-27321 2 3 geomatics geomatics PROPN ajst-27321 2 4 and and CCONJ ajst-27321 2 5 urban urban ADJ ajst-27321 2 6 spatial spatial ADJ ajst-27321 2 7 informatics informatics PROPN ajst-27321 2 8 , , PUNCT ajst-27321 2 9 beijing beijing PROPN ajst-27321 2 10 university university PROPN ajst-27321 2 11 of of ADP ajst-27321 2 12 civil civil ADJ ajst-27321 2 13 engineering engineering NOUN ajst-27321 2 14 and and CCONJ ajst-27321 2 15 architecture architecture NOUN ajst-27321 2 16 , , PUNCT ajst-27321 2 17 beijing beijing PROPN ajst-27321 2 18 102616 102616 NUM ajst-27321 2 19 , , PUNCT ajst-27321 2 20 china china PROPN ajst-27321 2 21 * * PUNCT ajst-27321 2 22 corresponding correspond VERB ajst-27321 2 23 author author NOUN ajst-27321 2 24 : : PUNCT ajst-27321 2 25 liurun liurun PROPN ajst-27321 2 26 cheng cheng PROPN ajst-27321 2 27 abstract abstract PROPN ajst-27321 2 28 : : PUNCT ajst-27321 2 29 with with ADP ajst-27321 2 30 the the DET ajst-27321 2 31 intensification intensification NOUN ajst-27321 2 32 of of ADP ajst-27321 2 33 climate climate NOUN ajst-27321 2 34 change change NOUN ajst-27321 2 35 and and CCONJ ajst-27321 2 36 the the DET ajst-27321 2 37 acceleration acceleration NOUN ajst-27321 2 38 of of ADP ajst-27321 2 39 urbanization urbanization NOUN ajst-27321 2 40 , , PUNCT ajst-27321 2 41 extreme extreme ADJ ajst-27321 2 42 climate climate NOUN ajst-27321 2 43 events event NOUN ajst-27321 2 44 are be AUX ajst-27321 2 45 occurring occur VERB ajst-27321 2 46 with with ADP ajst-27321 2 47 increasing increase VERB ajst-27321 2 48 frequency frequency NOUN ajst-27321 2 49 . . PUNCT ajst-27321 3 1 the the DET ajst-27321 3 2 associated associated ADJ ajst-27321 3 3 drought drought NOUN ajst-27321 3 4 disasters disaster NOUN ajst-27321 3 5 have have AUX ajst-27321 3 6 caused cause VERB ajst-27321 3 7 significant significant ADJ ajst-27321 3 8 economic economic ADJ ajst-27321 3 9 losses loss NOUN ajst-27321 3 10 , , PUNCT ajst-27321 3 11 threatened threaten VERB ajst-27321 3 12 human human ADJ ajst-27321 3 13 health health NOUN ajst-27321 3 14 , , PUNCT ajst-27321 3 15 and and CCONJ ajst-27321 3 16 destabilized destabilize VERB ajst-27321 3 17 ecosystems ecosystem NOUN ajst-27321 3 18 , , PUNCT ajst-27321 3 19 making make VERB ajst-27321 3 20 the the DET ajst-27321 3 21 study study NOUN ajst-27321 3 22 of of ADP ajst-27321 3 23 drought drought NOUN ajst-27321 3 24 disasters disaster VERB ajst-27321 3 25 a a DET ajst-27321 3 26 focal focal ADJ ajst-27321 3 27 point point NOUN ajst-27321 3 28 in in ADP ajst-27321 3 29 academia academia NOUN ajst-27321 3 30 . . PUNCT ajst-27321 4 1 this this DET ajst-27321 4 2 paper paper NOUN ajst-27321 4 3 employs employ VERB ajst-27321 4 4 bibliometric bibliometric ADJ ajst-27321 4 5 analysis analysis NOUN ajst-27321 4 6 methods method NOUN ajst-27321 4 7 such such ADJ ajst-27321 4 8 as as ADP ajst-27321 4 9 kleinberg kleinberg PROPN ajst-27321 4 10 's 's PART ajst-27321 4 11 burst burst ADJ ajst-27321 4 12 detection detection NOUN ajst-27321 4 13 algorithm algorithm NOUN ajst-27321 4 14 and and CCONJ ajst-27321 4 15 cluster cluster NOUN ajst-27321 4 16 analysis analysis NOUN ajst-27321 4 17 to to PART ajst-27321 4 18 conduct conduct VERB ajst-27321 4 19 a a DET ajst-27321 4 20 keyword keyword NOUN ajst-27321 4 21 co co NOUN ajst-27321 4 22 - - NOUN ajst-27321 4 23 occurrence occurrence ADJ ajst-27321 4 24 analysis analysis NOUN ajst-27321 4 25 of of ADP ajst-27321 4 26 1,524 1,524 NUM ajst-27321 4 27 papers paper NOUN ajst-27321 4 28 indexed index VERB ajst-27321 4 29 in in ADP ajst-27321 4 30 the the DET ajst-27321 4 31 web web NOUN ajst-27321 4 32 of of ADP ajst-27321 4 33 science science NOUN ajst-27321 4 34 database database NOUN ajst-27321 4 35 from from ADP ajst-27321 4 36 1977 1977 NUM ajst-27321 4 37 to to ADP ajst-27321 4 38 2021 2021 NUM ajst-27321 4 39 . . PUNCT ajst-27321 5 1 by by ADP ajst-27321 5 2 constructing construct VERB ajst-27321 5 3 a a DET ajst-27321 5 4 visualized visualized ADJ ajst-27321 5 5 knowledge knowledge NOUN ajst-27321 5 6 graph graph NOUN ajst-27321 5 7 , , PUNCT ajst-27321 5 8 this this DET ajst-27321 5 9 study study NOUN ajst-27321 5 10 identifies identify VERB ajst-27321 5 11 the the DET ajst-27321 5 12 key key ADJ ajst-27321 5 13 research research NOUN ajst-27321 5 14 hotspots hotspot NOUN ajst-27321 5 15 and and CCONJ ajst-27321 5 16 future future ADJ ajst-27321 5 17 trends trend NOUN ajst-27321 5 18 in in ADP ajst-27321 5 19 drought drought NOUN ajst-27321 5 20 studies study NOUN ajst-27321 5 21 . . PUNCT ajst-27321 6 1 the the DET ajst-27321 6 2 main main ADJ ajst-27321 6 3 conclusions conclusion NOUN ajst-27321 6 4 are be AUX ajst-27321 6 5 as as SCONJ ajst-27321 6 6 follows follow VERB ajst-27321 6 7 : : PUNCT ajst-27321 6 8 ( ( PUNCT ajst-27321 6 9 1 1 X ajst-27321 6 10 ) ) PUNCT ajst-27321 6 11 fundamental fundamental ADJ ajst-27321 6 12 research research NOUN ajst-27321 6 13 areas area NOUN ajst-27321 6 14 of of ADP ajst-27321 6 15 drought drought NOUN ajst-27321 6 16 disasters disaster NOUN ajst-27321 6 17 are be AUX ajst-27321 6 18 rooted root VERB ajst-27321 6 19 in in ADP ajst-27321 6 20 scientific scientific ADJ ajst-27321 6 21 issues issue NOUN ajst-27321 6 22 such such ADJ ajst-27321 6 23 as as ADP ajst-27321 6 24 meteorological meteorological ADJ ajst-27321 6 25 disasters disaster NOUN ajst-27321 6 26 , , PUNCT ajst-27321 6 27 climate climate NOUN ajst-27321 6 28 change change NOUN ajst-27321 6 29 , , PUNCT ajst-27321 6 30 and and CCONJ ajst-27321 6 31 drought drought NOUN ajst-27321 6 32 . . PUNCT ajst-27321 7 1 ( ( PUNCT ajst-27321 7 2 2 2 X ajst-27321 7 3 ) ) PUNCT ajst-27321 7 4 the the DET ajst-27321 7 5 number number NOUN ajst-27321 7 6 of of ADP ajst-27321 7 7 publications publication NOUN ajst-27321 7 8 on on ADP ajst-27321 7 9 drought drought NOUN ajst-27321 7 10 disasters disaster NOUN ajst-27321 7 11 has have AUX ajst-27321 7 12 shown show VERB ajst-27321 7 13 an an DET ajst-27321 7 14 overall overall ADJ ajst-27321 7 15 upward upward ADJ ajst-27321 7 16 trend trend NOUN ajst-27321 7 17 , , PUNCT ajst-27321 7 18 progressing progress VERB ajst-27321 7 19 through through ADP ajst-27321 7 20 three three NUM ajst-27321 7 21 stages stage NOUN ajst-27321 7 22 : : PUNCT ajst-27321 7 23 initial initial ADJ ajst-27321 7 24 exploration exploration NOUN ajst-27321 7 25 , , PUNCT ajst-27321 7 26 fluctuating fluctuate VERB ajst-27321 7 27 growth growth NOUN ajst-27321 7 28 , , PUNCT ajst-27321 7 29 and and CCONJ ajst-27321 7 30 rapid rapid ADJ ajst-27321 7 31 growth growth NOUN ajst-27321 7 32 . . PUNCT ajst-27321 8 1 ( ( PUNCT ajst-27321 8 2 3 3 X ajst-27321 8 3 ) ) PUNCT ajst-27321 8 4 the the DET ajst-27321 8 5 scope scope NOUN ajst-27321 8 6 of of ADP ajst-27321 8 7 drought drought NOUN ajst-27321 8 8 disaster disaster NOUN ajst-27321 8 9 research research NOUN ajst-27321 8 10 has have AUX ajst-27321 8 11 expanded expand VERB ajst-27321 8 12 beyond beyond ADP ajst-27321 8 13 traditional traditional ADJ ajst-27321 8 14 precipitation precipitation NOUN ajst-27321 8 15 and and CCONJ ajst-27321 8 16 meteorological meteorological ADJ ajst-27321 8 17 studies study NOUN ajst-27321 8 18 . . PUNCT ajst-27321 9 1 recent recent ADJ ajst-27321 9 2 and and CCONJ ajst-27321 9 3 future future ADJ ajst-27321 9 4 research research NOUN ajst-27321 9 5 hotspots hotspot NOUN ajst-27321 9 6 include include VERB ajst-27321 9 7 agricultural agricultural ADJ ajst-27321 9 8 drought drought NOUN ajst-27321 9 9 , , PUNCT ajst-27321 9 10 its its PRON ajst-27321 9 11 impacts impact NOUN ajst-27321 9 12 on on ADP ajst-27321 9 13 the the DET ajst-27321 9 14 sustainable sustainable ADJ ajst-27321 9 15 livelihoods livelihood NOUN ajst-27321 9 16 and and CCONJ ajst-27321 9 17 adaptive adaptive ADJ ajst-27321 9 18 capacities capacity NOUN ajst-27321 9 19 of of ADP ajst-27321 9 20 smallholder smallholder NOUN ajst-27321 9 21 farmers farmer NOUN ajst-27321 9 22 , , PUNCT ajst-27321 9 23 the the DET ajst-27321 9 24 understanding understanding NOUN ajst-27321 9 25 of of ADP ajst-27321 9 26 compound compound NOUN ajst-27321 9 27 events event NOUN ajst-27321 9 28 , , PUNCT ajst-27321 9 29 and and CCONJ ajst-27321 9 30 responses response NOUN ajst-27321 9 31 to to ADP ajst-27321 9 32 climate climate NOUN ajst-27321 9 33 change change NOUN ajst-27321 9 34 and and CCONJ ajst-27321 9 35 its its PRON ajst-27321 9 36 impacts impact NOUN ajst-27321 9 37 . . PUNCT ajst-27321 10 1 keywords keyword NOUN ajst-27321 10 2 : : PUNCT ajst-27321 10 3 drought drought NOUN ajst-27321 10 4 disasters disaster NOUN ajst-27321 10 5 ; ; PUNCT ajst-27321 10 6 visual visual ADJ ajst-27321 10 7 analysis analysis NOUN ajst-27321 10 8 ; ; PUNCT ajst-27321 10 9 knowledge knowledge NOUN ajst-27321 10 10 graph graph NOUN ajst-27321 10 11 ; ; PUNCT ajst-27321 10 12 kleinberg kleinberg PROPN ajst-27321 10 13 algorithm algorithm NOUN ajst-27321 10 14 ; ; PUNCT ajst-27321 10 15 cluster cluster NOUN ajst-27321 10 16 analysis analysis NOUN ajst-27321 10 17 . . PUNCT ajst-27321 11 1 1 1 X ajst-27321 11 2 . . X ajst-27321 11 3 introduction introduction NOUN ajst-27321 11 4 drought drought NOUN ajst-27321 11 5 is be AUX ajst-27321 11 6 one one NUM ajst-27321 11 7 of of ADP ajst-27321 11 8 the the DET ajst-27321 11 9 most most ADV ajst-27321 11 10 widespread widespread ADJ ajst-27321 11 11 , , PUNCT ajst-27321 11 12 prolonged prolonged ADJ ajst-27321 11 13 , , PUNCT ajst-27321 11 14 and and CCONJ ajst-27321 11 15 socioeconomically socioeconomically ADV ajst-27321 11 16 and and CCONJ ajst-27321 11 17 environmentally environmentally ADV ajst-27321 11 18 impactful impactful ADJ ajst-27321 11 19 meteorological meteorological ADJ ajst-27321 11 20 disasters disaster NOUN ajst-27321 11 21 globally globally ADV ajst-27321 11 22 [ [ X ajst-27321 11 23 1 1 NUM ajst-27321 11 24 ] ] PUNCT ajst-27321 11 25 . . PUNCT ajst-27321 12 1 its its PRON ajst-27321 12 2 onset onset NOUN ajst-27321 12 3 is be AUX ajst-27321 12 4 gradual gradual ADJ ajst-27321 12 5 and and CCONJ ajst-27321 12 6 often often ADV ajst-27321 12 7 imperceptible imperceptible ADJ ajst-27321 12 8 , , PUNCT ajst-27321 12 9 but but CCONJ ajst-27321 12 10 its its PRON ajst-27321 12 11 effects effect NOUN ajst-27321 12 12 are be AUX ajst-27321 12 13 extensive extensive ADJ ajst-27321 12 14 and and CCONJ ajst-27321 12 15 longlasting longlaste VERB ajst-27321 12 16 , , PUNCT ajst-27321 12 17 posing pose VERB ajst-27321 12 18 severe severe ADJ ajst-27321 12 19 risks risk NOUN ajst-27321 12 20 to to ADP ajst-27321 12 21 populations population NOUN ajst-27321 12 22 and and CCONJ ajst-27321 12 23 economies economy NOUN ajst-27321 12 24 . . PUNCT ajst-27321 13 1 the the DET ajst-27321 13 2 global global ADJ ajst-27321 13 3 extent extent NOUN ajst-27321 13 4 of of ADP ajst-27321 13 5 drought drought NOUN ajst-27321 13 6 - - PUNCT ajst-27321 13 7 affected affect VERB ajst-27321 13 8 areas area NOUN ajst-27321 13 9 has have AUX ajst-27321 13 10 been be AUX ajst-27321 13 11 expanding expand VERB ajst-27321 13 12 , , PUNCT ajst-27321 13 13 with with ADP ajst-27321 13 14 significant significant ADJ ajst-27321 13 15 long long ADJ ajst-27321 13 16 - - PUNCT ajst-27321 13 17 term term NOUN ajst-27321 13 18 trends trend NOUN ajst-27321 13 19 observed observe VERB ajst-27321 13 20 in in ADP ajst-27321 13 21 regions region NOUN ajst-27321 13 22 such such ADJ ajst-27321 13 23 as as ADP ajst-27321 13 24 africa africa PROPN ajst-27321 13 25 , , PUNCT ajst-27321 13 26 south south PROPN ajst-27321 13 27 and and CCONJ ajst-27321 13 28 east east PROPN ajst-27321 13 29 asia asia PROPN ajst-27321 13 30 , , PUNCT ajst-27321 13 31 southern southern PROPN ajst-27321 13 32 europe europe PROPN ajst-27321 13 33 , , PUNCT ajst-27321 13 34 eastern eastern PROPN ajst-27321 13 35 australia australia PROPN ajst-27321 13 36 , , PUNCT ajst-27321 13 37 and and CCONJ ajst-27321 13 38 northern northern ADJ ajst-27321 13 39 china china PROPN ajst-27321 14 1 [ [ X ajst-27321 14 2 2 2 NUM ajst-27321 14 3 ] ] PUNCT ajst-27321 14 4 . . PUNCT ajst-27321 15 1 according accord VERB ajst-27321 15 2 to to ADP ajst-27321 15 3 statistics statistic NOUN ajst-27321 15 4 from from ADP ajst-27321 15 5 the the DET ajst-27321 15 6 world world NOUN ajst-27321 15 7 meteorological meteorological ADJ ajst-27321 15 8 organization organization NOUN ajst-27321 15 9 ( ( PUNCT ajst-27321 15 10 wmo wmo PROPN ajst-27321 15 11 ) ) PUNCT ajst-27321 15 12 , , PUNCT ajst-27321 15 13 natural natural ADJ ajst-27321 15 14 disasters disaster NOUN ajst-27321 15 15 caused cause VERB ajst-27321 15 16 approximately approximately ADV ajst-27321 15 17 1.94 1.94 NUM ajst-27321 15 18 million million NUM ajst-27321 15 19 deaths death NOUN ajst-27321 15 20 worldwide worldwide ADV ajst-27321 15 21 between between ADP ajst-27321 15 22 1970 1970 NUM ajst-27321 15 23 and and CCONJ ajst-27321 15 24 2012 2012 NUM ajst-27321 15 25 , , PUNCT ajst-27321 15 26 with with ADP ajst-27321 15 27 droughtrelated droughtrelate VERB ajst-27321 15 28 fatalities fatality NOUN ajst-27321 15 29 accounting account VERB ajst-27321 15 30 for for ADP ajst-27321 15 31 35 35 NUM ajst-27321 15 32 % % NOUN ajst-27321 15 33 of of ADP ajst-27321 15 34 this this DET ajst-27321 15 35 total total NOUN ajst-27321 15 36 , , PUNCT ajst-27321 15 37 and and CCONJ ajst-27321 15 38 economic economic ADJ ajst-27321 15 39 losses loss NOUN ajst-27321 15 40 amounting amount VERB ajst-27321 15 41 to to ADP ajst-27321 15 42 $ $ SYM ajst-27321 15 43 191.3 191.3 NUM ajst-27321 15 44 billion billion NUM ajst-27321 15 45 [ [ X ajst-27321 15 46 3 3 NUM ajst-27321 15 47 ] ] PUNCT ajst-27321 15 48 . . PUNCT ajst-27321 16 1 for for ADP ajst-27321 16 2 instance instance NOUN ajst-27321 16 3 , , PUNCT ajst-27321 16 4 the the DET ajst-27321 16 5 2000 2000 NUM ajst-27321 16 6 drought drought NOUN ajst-27321 16 7 in in ADP ajst-27321 16 8 northern northern ADJ ajst-27321 16 9 china china PROPN ajst-27321 16 10 affected affect VERB ajst-27321 16 11 40 40 NUM ajst-27321 16 12 million million NUM ajst-27321 16 13 hectares hectare NOUN ajst-27321 16 14 of of ADP ajst-27321 16 15 crops crop NOUN ajst-27321 16 16 , , PUNCT ajst-27321 16 17 resulting result VERB ajst-27321 16 18 in in ADP ajst-27321 16 19 a a DET ajst-27321 16 20 20 20 NUM ajst-27321 16 21 - - PUNCT ajst-27321 16 22 million million NUM ajst-27321 16 23 - - PUNCT ajst-27321 16 24 ton ton NOUN ajst-27321 16 25 reduction reduction NOUN ajst-27321 16 26 in in ADP ajst-27321 16 27 grain grain NOUN ajst-27321 16 28 production production NOUN ajst-27321 16 29 and and CCONJ ajst-27321 16 30 substantial substantial ADJ ajst-27321 16 31 economic economic ADJ ajst-27321 16 32 losses loss NOUN ajst-27321 16 33 . . PUNCT ajst-27321 17 1 similarly similarly ADV ajst-27321 17 2 , , PUNCT ajst-27321 17 3 extreme extreme ADJ ajst-27321 17 4 heat heat NOUN ajst-27321 17 5 and and CCONJ ajst-27321 17 6 drought drought NOUN ajst-27321 17 7 in in ADP ajst-27321 17 8 the the DET ajst-27321 17 9 united united PROPN ajst-27321 17 10 states states PROPN ajst-27321 17 11 and and CCONJ ajst-27321 17 12 canada canada PROPN ajst-27321 17 13 in in ADP ajst-27321 17 14 2021 2021 NUM ajst-27321 17 15 caused cause VERB ajst-27321 17 16 1,319 1,319 NUM ajst-27321 17 17 deaths death NOUN ajst-27321 17 18 and and CCONJ ajst-27321 17 19 affected affect VERB ajst-27321 17 20 58 58 NUM ajst-27321 17 21 million million NUM ajst-27321 17 22 people people NOUN ajst-27321 17 23 . . PUNCT ajst-27321 18 1 in in ADP ajst-27321 18 2 recent recent ADJ ajst-27321 18 3 years year NOUN ajst-27321 18 4 , , PUNCT ajst-27321 18 5 issues issue NOUN ajst-27321 18 6 related relate VERB ajst-27321 18 7 to to ADP ajst-27321 18 8 the the DET ajst-27321 18 9 prevention prevention NOUN ajst-27321 18 10 of of ADP ajst-27321 18 11 large large ADJ ajst-27321 18 12 - - PUNCT ajst-27321 18 13 scale scale NOUN ajst-27321 18 14 natural natural ADJ ajst-27321 18 15 disasters disaster NOUN ajst-27321 18 16 like like ADP ajst-27321 18 17 drought drought NOUN ajst-27321 18 18 and and CCONJ ajst-27321 18 19 their their PRON ajst-27321 18 20 connection connection NOUN ajst-27321 18 21 to to ADP ajst-27321 18 22 food food NOUN ajst-27321 18 23 security security NOUN ajst-27321 18 24 have have AUX ajst-27321 18 25 garnered garner VERB ajst-27321 18 26 significant significant ADJ ajst-27321 18 27 attention attention NOUN ajst-27321 18 28 , , PUNCT ajst-27321 18 29 with with ADP ajst-27321 18 30 global global ADJ ajst-27321 18 31 disaster disaster NOUN ajst-27321 18 32 reduction reduction NOUN ajst-27321 18 33 strategies strategy NOUN ajst-27321 18 34 increasingly increasingly ADV ajst-27321 18 35 emphasizing emphasize VERB ajst-27321 18 36 " " PUNCT ajst-27321 18 37 risk risk NOUN ajst-27321 18 38 mitigation mitigation NOUN ajst-27321 18 39 , , PUNCT ajst-27321 18 40 sustainable sustainable ADJ ajst-27321 18 41 development development NOUN ajst-27321 18 42 , , PUNCT ajst-27321 18 43 and and CCONJ ajst-27321 18 44 coexistence coexistence NOUN ajst-27321 18 45 with with ADP ajst-27321 18 46 disasters disaster NOUN ajst-27321 18 47 . . PUNCT ajst-27321 18 48 " " PUNCT ajst-27321 19 1 research research NOUN ajst-27321 19 2 on on ADP ajst-27321 19 3 drought drought NOUN ajst-27321 19 4 disasters disaster NOUN ajst-27321 19 5 has have AUX ajst-27321 19 6 become become VERB ajst-27321 19 7 a a DET ajst-27321 19 8 prominent prominent ADJ ajst-27321 19 9 topic topic NOUN ajst-27321 19 10 in in ADP ajst-27321 19 11 the the DET ajst-27321 19 12 international international ADJ ajst-27321 19 13 disaster disaster NOUN ajst-27321 19 14 research research NOUN ajst-27321 19 15 domain domain NOUN ajst-27321 19 16 , , PUNCT ajst-27321 19 17 playing play VERB ajst-27321 19 18 a a DET ajst-27321 19 19 critical critical ADJ ajst-27321 19 20 role role NOUN ajst-27321 19 21 in in ADP ajst-27321 19 22 informing inform VERB ajst-27321 19 23 disaster disaster NOUN ajst-27321 19 24 prevention prevention NOUN ajst-27321 19 25 and and CCONJ ajst-27321 19 26 mitigation mitigation NOUN ajst-27321 19 27 strategies strategy NOUN ajst-27321 19 28 as as ADV ajst-27321 19 29 well well ADV ajst-27321 19 30 as as ADP ajst-27321 19 31 development development NOUN ajst-27321 19 32 policies policy NOUN ajst-27321 19 33 . . PUNCT ajst-27321 20 1 studies study NOUN ajst-27321 20 2 at at ADP ajst-27321 20 3 home home ADV ajst-27321 20 4 and and CCONJ ajst-27321 20 5 abroad abroad ADV ajst-27321 20 6 have have AUX ajst-27321 20 7 explored explore VERB ajst-27321 20 8 drought drought NOUN ajst-27321 20 9 characteristics characteristic NOUN ajst-27321 20 10 , , PUNCT ajst-27321 20 11 mechanisms mechanism NOUN ajst-27321 20 12 of of ADP ajst-27321 20 13 occurrence occurrence NOUN ajst-27321 20 14 , , PUNCT ajst-27321 20 15 land land NOUN ajst-27321 20 16 - - PUNCT ajst-27321 20 17 atmosphere atmosphere NOUN ajst-27321 20 18 interactions interaction NOUN ajst-27321 20 19 , , PUNCT ajst-27321 20 20 and and CCONJ ajst-27321 20 21 their their PRON ajst-27321 20 22 impacts impact NOUN ajst-27321 20 23 on on ADP ajst-27321 20 24 societal societal ADJ ajst-27321 20 25 development development NOUN ajst-27321 21 1 [ [ X ajst-27321 21 2 4 4 NUM ajst-27321 21 3 ] ] PUNCT ajst-27321 21 4 . . PUNCT ajst-27321 22 1 however however ADV ajst-27321 22 2 , , PUNCT ajst-27321 22 3 quantitative quantitative ADJ ajst-27321 22 4 analyses analysis NOUN ajst-27321 22 5 based base VERB ajst-27321 22 6 on on ADP ajst-27321 22 7 bibliometric bibliometric ADJ ajst-27321 22 8 methods method NOUN ajst-27321 22 9 remain remain VERB ajst-27321 22 10 relatively relatively ADV ajst-27321 22 11 limited limited ADJ ajst-27321 22 12 . . PUNCT ajst-27321 23 1 this this DET ajst-27321 23 2 paper paper NOUN ajst-27321 23 3 constructs construct VERB ajst-27321 23 4 a a DET ajst-27321 23 5 knowledge knowledge NOUN ajst-27321 23 6 graph graph NOUN ajst-27321 23 7 to to PART ajst-27321 23 8 unveil unveil VERB ajst-27321 23 9 the the DET ajst-27321 23 10 knowledge knowledge NOUN ajst-27321 23 11 network network NOUN ajst-27321 23 12 of of ADP ajst-27321 23 13 drought drought NOUN ajst-27321 23 14 disaster disaster NOUN ajst-27321 23 15 research research NOUN ajst-27321 23 16 , , PUNCT ajst-27321 23 17 analyzing analyze VERB ajst-27321 23 18 research research NOUN ajst-27321 23 19 themes theme NOUN ajst-27321 23 20 and and CCONJ ajst-27321 23 21 development development NOUN ajst-27321 23 22 trends trend NOUN ajst-27321 23 23 , , PUNCT ajst-27321 23 24 aiming aim VERB ajst-27321 23 25 to to PART ajst-27321 23 26 systematically systematically ADV ajst-27321 23 27 review review VERB ajst-27321 23 28 progress progress NOUN ajst-27321 23 29 in in ADP ajst-27321 23 30 the the DET ajst-27321 23 31 field field NOUN ajst-27321 23 32 and and CCONJ ajst-27321 23 33 provide provide VERB ajst-27321 23 34 fresh fresh ADJ ajst-27321 23 35 perspectives perspective NOUN ajst-27321 23 36 . . PUNCT ajst-27321 24 1 2 2 X ajst-27321 24 2 . . X ajst-27321 24 3 method method NOUN ajst-27321 24 4 and and CCONJ ajst-27321 24 5 data datum NOUN ajst-27321 24 6 2.1 2.1 NUM ajst-27321 24 7 . . PUNCT ajst-27321 25 1 data datum NOUN ajst-27321 25 2 this this DET ajst-27321 25 3 study study NOUN ajst-27321 25 4 is be AUX ajst-27321 25 5 based base VERB ajst-27321 25 6 on on ADP ajst-27321 25 7 the the DET ajst-27321 25 8 web web NOUN ajst-27321 25 9 of of ADP ajst-27321 25 10 science science NOUN ajst-27321 25 11 ( ( PUNCT ajst-27321 25 12 wos wos NOUN ajst-27321 25 13 ) ) PUNCT ajst-27321 25 14 core core NOUN ajst-27321 25 15 collection collection NOUN ajst-27321 25 16 , , PUNCT ajst-27321 25 17 where where SCONJ ajst-27321 25 18 the the DET ajst-27321 25 19 keyword keyword NOUN ajst-27321 25 20 " " PUNCT ajst-27321 25 21 drought drought NOUN ajst-27321 25 22 disaster disaster NOUN ajst-27321 25 23 " " PUNCT ajst-27321 25 24 was be AUX ajst-27321 25 25 used use VERB ajst-27321 25 26 to to PART ajst-27321 25 27 retrieve retrieve VERB ajst-27321 25 28 relevant relevant ADJ ajst-27321 25 29 literature literature NOUN ajst-27321 25 30 up up ADP ajst-27321 25 31 to to ADP ajst-27321 25 32 2022 2022 NUM ajst-27321 25 33 . . PUNCT ajst-27321 26 1 an an DET ajst-27321 26 2 initial initial ADJ ajst-27321 26 3 search search NOUN ajst-27321 26 4 yielded yield VERB ajst-27321 26 5 4,447 4,447 NUM ajst-27321 26 6 papers paper NOUN ajst-27321 26 7 . . PUNCT ajst-27321 27 1 these these PRON ajst-27321 27 2 were be AUX ajst-27321 27 3 filtered filter VERB ajst-27321 27 4 based base VERB ajst-27321 27 5 on on ADP ajst-27321 27 6 the the DET ajst-27321 27 7 primary primary ADJ ajst-27321 27 8 disciplinary disciplinary ADJ ajst-27321 27 9 fields field NOUN ajst-27321 27 10 of of ADP ajst-27321 27 11 drought drought NOUN ajst-27321 27 12 disaster disaster NOUN ajst-27321 27 13 research research NOUN ajst-27321 27 14 , , PUNCT ajst-27321 27 15 such such ADJ ajst-27321 27 16 as as ADP ajst-27321 27 17 meteorology meteorology NOUN ajst-27321 27 18 and and CCONJ ajst-27321 27 19 atmospheric atmospheric ADJ ajst-27321 27 20 sciences science NOUN ajst-27321 27 21 , , PUNCT ajst-27321 27 22 geosciences geoscience NOUN ajst-27321 27 23 multidisciplinary multidisciplinary ADJ ajst-27321 27 24 , , PUNCT ajst-27321 27 25 environmental environmental ADJ ajst-27321 27 26 studies study NOUN ajst-27321 27 27 , , PUNCT ajst-27321 27 28 geography geography NOUN ajst-27321 27 29 , , PUNCT ajst-27321 27 30 remote remote ADJ ajst-27321 27 31 sensing sensing NOUN ajst-27321 27 32 , , PUNCT ajst-27321 27 33 and and CCONJ ajst-27321 27 34 physical physical ADJ ajst-27321 27 35 geography geography NOUN ajst-27321 27 36 . . PUNCT ajst-27321 28 1 a a DET ajst-27321 28 2 total total NOUN ajst-27321 28 3 of of ADP ajst-27321 28 4 1,524 1,524 NUM ajst-27321 28 5 relevant relevant ADJ ajst-27321 28 6 papers paper NOUN ajst-27321 28 7 were be AUX ajst-27321 28 8 identified identify VERB ajst-27321 28 9 . . PUNCT ajst-27321 29 1 further further ADJ ajst-27321 29 2 refinement refinement NOUN ajst-27321 29 3 , , PUNCT ajst-27321 29 4 including include VERB ajst-27321 29 5 the the DET ajst-27321 29 6 removal removal NOUN ajst-27321 29 7 of of ADP ajst-27321 29 8 incomplete incomplete ADJ ajst-27321 29 9 or or CCONJ ajst-27321 29 10 weakly weakly ADJ ajst-27321 29 11 relevant relevant ADJ ajst-27321 29 12 data datum NOUN ajst-27321 29 13 , , PUNCT ajst-27321 29 14 resulted result VERB ajst-27321 29 15 in in ADP ajst-27321 29 16 a a DET ajst-27321 29 17 final final ADJ ajst-27321 29 18 dataset dataset NOUN ajst-27321 29 19 of of ADP ajst-27321 29 20 1,325 1,325 NUM ajst-27321 29 21 papers paper NOUN ajst-27321 29 22 spanning span VERB ajst-27321 29 23 the the DET ajst-27321 29 24 years year NOUN ajst-27321 29 25 1991 1991 NUM ajst-27321 29 26 to to ADP ajst-27321 29 27 2022 2022 NUM ajst-27321 29 28 . . PUNCT ajst-27321 30 1 this this DET ajst-27321 30 2 dataset dataset NOUN ajst-27321 30 3 serves serve VERB ajst-27321 30 4 as as ADP ajst-27321 30 5 a a DET ajst-27321 30 6 foundational foundational ADJ ajst-27321 30 7 resource resource NOUN ajst-27321 30 8 for for ADP ajst-27321 30 9 analyzing analyze VERB ajst-27321 30 10 the the DET ajst-27321 30 11 overall overall ADJ ajst-27321 30 12 trends trend NOUN ajst-27321 30 13 and and CCONJ ajst-27321 30 14 key key ADJ ajst-27321 30 15 hotspots hotspot NOUN ajst-27321 30 16 in in ADP ajst-27321 30 17 drought drought NOUN ajst-27321 30 18 disaster disaster NOUN ajst-27321 30 19 research research NOUN ajst-27321 30 20 . . PUNCT ajst-27321 31 1 84 84 NUM ajst-27321 31 2 figure figure NOUN ajst-27321 31 3 1 1 NUM ajst-27321 31 4 . . PUNCT ajst-27321 31 5 research research NOUN ajst-27321 31 6 flow flow NOUN ajst-27321 31 7 chart chart NOUN ajst-27321 31 8 2.2 2.2 NUM ajst-27321 31 9 . . PUNCT ajst-27321 32 1 method method PROPN ajst-27321 32 2 2.2.1 2.2.1 NUM ajst-27321 32 3 . . PUNCT ajst-27321 33 1 betweenness betweenness ADJ ajst-27321 33 2 centrality centrality NOUN ajst-27321 33 3 . . PUNCT ajst-27321 34 1 to to PART ajst-27321 34 2 assess assess VERB ajst-27321 34 3 the the DET ajst-27321 34 4 importance importance NOUN ajst-27321 34 5 of of ADP ajst-27321 34 6 keywords keyword NOUN ajst-27321 34 7 within within ADP ajst-27321 34 8 the the DET ajst-27321 34 9 drought drought NOUN ajst-27321 34 10 disaster disaster NOUN ajst-27321 34 11 research research NOUN ajst-27321 34 12 network network NOUN ajst-27321 34 13 , , PUNCT ajst-27321 34 14 betweenness betweenness ADJ ajst-27321 34 15 centrality centrality NOUN ajst-27321 34 16 is be AUX ajst-27321 34 17 used use VERB ajst-27321 34 18 as as ADP ajst-27321 34 19 an an DET ajst-27321 34 20 indicator indicator NOUN ajst-27321 34 21 . . PUNCT ajst-27321 35 1 betweenness betweenness NOUN ajst-27321 35 2 centrality centrality NOUN ajst-27321 35 3 measures measure VERB ajst-27321 35 4 the the DET ajst-27321 35 5 bridging bridging ADJ ajst-27321 35 6 role role NOUN ajst-27321 35 7 of of ADP ajst-27321 35 8 a a DET ajst-27321 35 9 node node NOUN ajst-27321 35 10 in in ADP ajst-27321 35 11 connecting connect VERB ajst-27321 35 12 different different ADJ ajst-27321 35 13 research research NOUN ajst-27321 35 14 domains domain NOUN ajst-27321 35 15 . . PUNCT ajst-27321 36 1 its its PRON ajst-27321 36 2 calculation calculation NOUN ajst-27321 36 3 formula formula NOUN ajst-27321 36 4 is be AUX ajst-27321 36 5 as as SCONJ ajst-27321 36 6 follows follow VERB ajst-27321 36 7 : : PUNCT ajst-27321 36 8 𝐡𝐢 𝐡𝐢 PROPN ajst-27321 36 9 𝑛 𝑛 PROPN ajst-27321 36 10 𝑔 𝑔 PROPN ajst-27321 36 11 1 1 NUM ajst-27321 36 12 in in ADP ajst-27321 36 13 this this DET ajst-27321 36 14 formula formula NOUN ajst-27321 36 15 , , PUNCT ajst-27321 36 16 𝑔 𝑔 PROPN ajst-27321 36 17 represents represent VERB ajst-27321 36 18 the the DET ajst-27321 36 19 number number NOUN ajst-27321 36 20 of of ADP ajst-27321 36 21 shortest short ADJ ajst-27321 36 22 paths path NOUN ajst-27321 36 23 between between ADP ajst-27321 36 24 two two NUM ajst-27321 36 25 points point NOUN ajst-27321 36 26 in in ADP ajst-27321 36 27 the the DET ajst-27321 36 28 network network NOUN ajst-27321 36 29 , , PUNCT ajst-27321 36 30 and and CCONJ ajst-27321 36 31 𝑛 𝑛 PROPN ajst-27321 36 32 represents represent VERB ajst-27321 36 33 the the DET ajst-27321 36 34 number number NOUN ajst-27321 36 35 of of ADP ajst-27321 36 36 shortest short ADJ ajst-27321 36 37 paths path NOUN ajst-27321 36 38 between between ADP ajst-27321 36 39 the the DET ajst-27321 36 40 same same ADJ ajst-27321 36 41 two two NUM ajst-27321 36 42 points point NOUN ajst-27321 36 43 that that PRON ajst-27321 36 44 pass pass VERB ajst-27321 36 45 through through ADP ajst-27321 36 46 node node PROPN ajst-27321 36 47 i. i. NOUN ajst-27321 36 48 from from ADP ajst-27321 36 49 a a DET ajst-27321 36 50 network network NOUN ajst-27321 36 51 analysis analysis NOUN ajst-27321 36 52 perspective perspective NOUN ajst-27321 36 53 , , PUNCT ajst-27321 36 54 nodes node NOUN ajst-27321 36 55 with with ADP ajst-27321 36 56 high high ADJ ajst-27321 36 57 centrality centrality NOUN ajst-27321 36 58 play play VERB ajst-27321 36 59 a a DET ajst-27321 36 60 more more ADV ajst-27321 36 61 significant significant ADJ ajst-27321 36 62 role role NOUN ajst-27321 36 63 in in ADP ajst-27321 36 64 the the DET ajst-27321 36 65 dissemination dissemination NOUN ajst-27321 36 66 of of ADP ajst-27321 36 67 information information NOUN ajst-27321 36 68 within within ADP ajst-27321 36 69 the the DET ajst-27321 36 70 network network NOUN ajst-27321 36 71 . . PUNCT ajst-27321 37 1 2.2.2 2.2.2 X ajst-27321 37 2 . . X ajst-27321 38 1 kleinberg kleinberg PROPN ajst-27321 38 2 burst burst ADJ ajst-27321 38 3 detection detection NOUN ajst-27321 38 4 algorithm algorithm NOUN ajst-27321 38 5 . . PUNCT ajst-27321 39 1 the the DET ajst-27321 39 2 kleinberg kleinberg PROPN ajst-27321 39 3 algorithm algorithm NOUN ajst-27321 39 4 is be AUX ajst-27321 39 5 used use VERB ajst-27321 39 6 to to PART ajst-27321 39 7 detect detect VERB ajst-27321 39 8 emerging emerge VERB ajst-27321 39 9 hotspots hotspot NOUN ajst-27321 39 10 in in ADP ajst-27321 39 11 drought drought NOUN ajst-27321 39 12 disaster disaster NOUN ajst-27321 39 13 research research NOUN ajst-27321 39 14 . . PUNCT ajst-27321 40 1 this this DET ajst-27321 40 2 algorithm algorithm NOUN ajst-27321 40 3 identifies identify VERB ajst-27321 40 4 burst burst ADJ ajst-27321 40 5 words word NOUN ajst-27321 40 6 , , PUNCT ajst-27321 40 7 revealing reveal VERB ajst-27321 40 8 research research NOUN ajst-27321 40 9 hotspots hotspot NOUN ajst-27321 40 10 and and CCONJ ajst-27321 40 11 their their PRON ajst-27321 40 12 duration duration NOUN ajst-27321 40 13 , , PUNCT ajst-27321 40 14 while while SCONJ ajst-27321 40 15 also also ADV ajst-27321 40 16 capturing capture VERB ajst-27321 40 17 emerging emerge VERB ajst-27321 40 18 directions direction NOUN ajst-27321 40 19 . . PUNCT ajst-27321 41 1 burst burst ADJ ajst-27321 41 2 intensity intensity NOUN ajst-27321 41 3 reflects reflect VERB ajst-27321 41 4 the the DET ajst-27321 41 5 degree degree NOUN ajst-27321 41 6 of of ADP ajst-27321 41 7 attention attention NOUN ajst-27321 41 8 a a DET ajst-27321 41 9 research research NOUN ajst-27321 41 10 area area NOUN ajst-27321 41 11 receives receive VERB ajst-27321 41 12 over over ADP ajst-27321 41 13 a a DET ajst-27321 41 14 short short ADJ ajst-27321 41 15 period period NOUN ajst-27321 41 16 , , PUNCT ajst-27321 41 17 serving serve VERB ajst-27321 41 18 as as ADP ajst-27321 41 19 an an DET ajst-27321 41 20 important important ADJ ajst-27321 41 21 indicator indicator NOUN ajst-27321 41 22 for for ADP ajst-27321 41 23 measuring measure VERB ajst-27321 41 24 the the DET ajst-27321 41 25 influence influence NOUN ajst-27321 41 26 of of ADP ajst-27321 41 27 emerging emerge VERB ajst-27321 41 28 fields field NOUN ajst-27321 41 29 . . PUNCT ajst-27321 42 1 2.2.3 2.2.3 X ajst-27321 42 2 . . PUNCT ajst-27321 43 1 g g NOUN ajst-27321 43 2 - - PUNCT ajst-27321 43 3 index index NOUN ajst-27321 43 4 . . PUNCT ajst-27321 44 1 the the DET ajst-27321 44 2 g g NOUN ajst-27321 44 3 - - PUNCT ajst-27321 44 4 index index NOUN ajst-27321 44 5 is be AUX ajst-27321 44 6 used use VERB ajst-27321 44 7 to to PART ajst-27321 44 8 rank rank VERB ajst-27321 44 9 and and CCONJ ajst-27321 44 10 extract extract VERB ajst-27321 44 11 literature literature NOUN ajst-27321 44 12 keywords keyword NOUN ajst-27321 44 13 as as ADP ajst-27321 44 14 knowledge knowledge NOUN ajst-27321 44 15 units unit NOUN ajst-27321 44 16 [ [ X ajst-27321 44 17 5 5 NUM ajst-27321 44 18 ] ] PUNCT ajst-27321 44 19 . . PUNCT ajst-27321 45 1 the the DET ajst-27321 45 2 g g PROPN ajst-27321 45 3 - - PUNCT ajst-27321 45 4 index index NOUN ajst-27321 45 5 examines examine VERB ajst-27321 45 6 the the DET ajst-27321 45 7 number number NOUN ajst-27321 45 8 of of ADP ajst-27321 45 9 high high ADJ ajst-27321 45 10 - - PUNCT ajst-27321 45 11 impact impact NOUN ajst-27321 45 12 articles article NOUN ajst-27321 45 13 published publish VERB ajst-27321 45 14 by by ADP ajst-27321 45 15 a a DET ajst-27321 45 16 researcher researcher NOUN ajst-27321 45 17 . . PUNCT ajst-27321 46 1 its its PRON ajst-27321 46 2 calculation calculation NOUN ajst-27321 46 3 formula formula NOUN ajst-27321 46 4 is be AUX ajst-27321 46 5 as as SCONJ ajst-27321 46 6 follows follow VERB ajst-27321 46 7 : : PUNCT ajst-27321 46 8 𝑔 𝑔 PROPN ajst-27321 46 9 β©½ β©½ PROPN ajst-27321 46 10 π‘˜ π‘˜ PROPN ajst-27321 46 11 𝑐 𝑐 NOUN ajst-27321 46 12 β©½ β©½ NOUN ajst-27321 46 13 , , PUNCT ajst-27321 46 14 π‘˜ π‘˜ DET ajst-27321 46 15 ∈ ∈ PROPN ajst-27321 46 16 𝑍 𝑍 VERB ajst-27321 46 17 2 2 NUM ajst-27321 46 18 in in ADP ajst-27321 46 19 this this DET ajst-27321 46 20 formula formula NOUN ajst-27321 46 21 , , PUNCT ajst-27321 46 22 k k PROPN ajst-27321 46 23 is be AUX ajst-27321 46 24 the the DET ajst-27321 46 25 scale scale NOUN ajst-27321 46 26 factor factor NOUN ajst-27321 46 27 , , PUNCT ajst-27321 46 28 which which PRON ajst-27321 46 29 is be AUX ajst-27321 46 30 adjusted adjust VERB ajst-27321 46 31 using use VERB ajst-27321 46 32 values value NOUN ajst-27321 46 33 such such ADJ ajst-27321 46 34 as as ADP ajst-27321 46 35 10 10 NUM ajst-27321 46 36 , , PUNCT ajst-27321 46 37 20 20 NUM ajst-27321 46 38 , , PUNCT ajst-27321 46 39 30 30 NUM ajst-27321 46 40 , , PUNCT ajst-27321 46 41 and and CCONJ ajst-27321 46 42 so so ADV ajst-27321 46 43 on on ADV ajst-27321 46 44 . . PUNCT ajst-27321 47 1 2.2.4 2.2.4 NUM ajst-27321 47 2 . . PUNCT ajst-27321 47 3 cluster cluster NOUN ajst-27321 47 4 analysis analysis NOUN ajst-27321 47 5 . . PUNCT ajst-27321 48 1 cluster cluster NOUN ajst-27321 48 2 analysis analysis NOUN ajst-27321 48 3 is be AUX ajst-27321 48 4 used use VERB ajst-27321 48 5 to to PART ajst-27321 48 6 reflect reflect VERB ajst-27321 48 7 the the DET ajst-27321 48 8 key key ADJ ajst-27321 48 9 themes theme NOUN ajst-27321 48 10 and and CCONJ ajst-27321 48 11 evolving evolve VERB ajst-27321 48 12 trends trend NOUN ajst-27321 48 13 in in ADP ajst-27321 48 14 drought drought NOUN ajst-27321 48 15 disaster disaster NOUN ajst-27321 48 16 research research NOUN ajst-27321 48 17 , , PUNCT ajst-27321 48 18 and and CCONJ ajst-27321 48 19 to to PART ajst-27321 48 20 demonstrate demonstrate VERB ajst-27321 48 21 theme theme NOUN ajst-27321 48 22 changes change NOUN ajst-27321 48 23 in in ADP ajst-27321 48 24 relation relation NOUN ajst-27321 48 25 to to ADP ajst-27321 48 26 time time NOUN ajst-27321 48 27 parameters parameter NOUN ajst-27321 48 28 . . PUNCT ajst-27321 49 1 the the DET ajst-27321 49 2 log log NOUN ajst-27321 49 3 - - PUNCT ajst-27321 49 4 likelihood likelihood NOUN ajst-27321 49 5 ratio ratio NOUN ajst-27321 49 6 ( ( PUNCT ajst-27321 49 7 llr llr NOUN ajst-27321 49 8 ) ) PUNCT ajst-27321 49 9 algorithm algorithm NOUN ajst-27321 49 10 is be AUX ajst-27321 49 11 applied apply VERB ajst-27321 49 12 for for ADP ajst-27321 49 13 clustering clustering NOUN ajst-27321 49 14 based base VERB ajst-27321 49 15 on on ADP ajst-27321 49 16 a a DET ajst-27321 49 17 keyword keyword NOUN ajst-27321 49 18 frequency frequency NOUN ajst-27321 49 19 matrix matrix NOUN ajst-27321 49 20 . . PUNCT ajst-27321 50 1 words word NOUN ajst-27321 50 2 that that PRON ajst-27321 50 3 co co VERB ajst-27321 50 4 - - VERB ajst-27321 50 5 occur occur VERB ajst-27321 50 6 in in ADP ajst-27321 50 7 only only ADV ajst-27321 50 8 one one NUM ajst-27321 50 9 paper paper NOUN ajst-27321 50 10 or or CCONJ ajst-27321 50 11 provide provide VERB ajst-27321 50 12 little little ADJ ajst-27321 50 13 informational informational ADJ ajst-27321 50 14 value value NOUN ajst-27321 50 15 ( ( PUNCT ajst-27321 50 16 such such ADJ ajst-27321 50 17 as as ADP ajst-27321 50 18 prepositions preposition NOUN ajst-27321 50 19 ) ) PUNCT ajst-27321 50 20 are be AUX ajst-27321 50 21 filtered filter VERB ajst-27321 50 22 out out ADP ajst-27321 50 23 , , PUNCT ajst-27321 50 24 and and CCONJ ajst-27321 50 25 clustering cluster VERB ajst-27321 50 26 labels label NOUN ajst-27321 50 27 are be AUX ajst-27321 50 28 generated generate VERB ajst-27321 50 29 based base VERB ajst-27321 50 30 on on ADP ajst-27321 50 31 word word NOUN ajst-27321 50 32 frequency frequency NOUN ajst-27321 50 33 groups group NOUN ajst-27321 50 34 . . PUNCT ajst-27321 51 1 this this DET ajst-27321 51 2 analysis analysis NOUN ajst-27321 51 3 aims aim VERB ajst-27321 51 4 to to PART ajst-27321 51 5 objectively objectively ADV ajst-27321 51 6 determine determine VERB ajst-27321 51 7 the the DET ajst-27321 51 8 research research NOUN ajst-27321 51 9 characteristics characteristic NOUN ajst-27321 51 10 of of ADP ajst-27321 51 11 the the DET ajst-27321 51 12 papers paper NOUN ajst-27321 51 13 based base VERB ajst-27321 51 14 on on ADP ajst-27321 51 15 the the DET ajst-27321 51 16 frequency frequency NOUN ajst-27321 51 17 of of ADP ajst-27321 51 18 their their PRON ajst-27321 51 19 keywords keyword NOUN ajst-27321 51 20 [ [ X ajst-27321 51 21 6 6 NUM ajst-27321 51 22 ] ] PUNCT ajst-27321 51 23 . . PUNCT ajst-27321 52 1 key key ADJ ajst-27321 52 2 parameters parameter NOUN ajst-27321 52 3 used use VERB ajst-27321 52 4 to to PART ajst-27321 52 5 measure measure VERB ajst-27321 52 6 the the DET ajst-27321 52 7 clustering clustering ADJ ajst-27321 52 8 performance performance NOUN ajst-27321 52 9 include include VERB ajst-27321 52 10 modularity modularity NOUN ajst-27321 52 11 and and CCONJ ajst-27321 52 12 silhouette silhouette NOUN ajst-27321 52 13 values value NOUN ajst-27321 52 14 . . PUNCT ajst-27321 53 1 modularity modularity NOUN ajst-27321 53 2 is be AUX ajst-27321 53 3 used use VERB ajst-27321 53 4 to to PART ajst-27321 53 5 evaluate evaluate VERB ajst-27321 53 6 the the DET ajst-27321 53 7 degree degree NOUN ajst-27321 53 8 of of ADP ajst-27321 53 9 modularity modularity NOUN ajst-27321 53 10 in in ADP ajst-27321 53 11 a a DET ajst-27321 53 12 network network NOUN ajst-27321 53 13 and and CCONJ ajst-27321 53 14 is be AUX ajst-27321 53 15 positively positively ADV ajst-27321 53 16 correlated correlate VERB ajst-27321 53 17 with with ADP ajst-27321 53 18 the the DET ajst-27321 53 19 strength strength NOUN ajst-27321 53 20 of of ADP ajst-27321 53 21 the the DET ajst-27321 53 22 network network NOUN ajst-27321 53 23 ’s ’s PART ajst-27321 53 24 clustering clustering ADJ ajst-27321 53 25 structure structure NOUN ajst-27321 53 26 . . PUNCT ajst-27321 54 1 its its PRON ajst-27321 54 2 value value NOUN ajst-27321 54 3 ranges range VERB ajst-27321 54 4 from from ADP ajst-27321 54 5 [ [ X ajst-27321 54 6 0,1 0,1 NUM ajst-27321 54 7 ] ] PUNCT ajst-27321 54 8 , , PUNCT ajst-27321 54 9 with with ADP ajst-27321 54 10 values value NOUN ajst-27321 54 11 greater great ADJ ajst-27321 54 12 than than ADP ajst-27321 54 13 0.3 0.3 NUM ajst-27321 54 14 indicating indicate VERB ajst-27321 54 15 a a DET ajst-27321 54 16 significant significant ADJ ajst-27321 54 17 clustering clustering ADJ ajst-27321 54 18 network network NOUN ajst-27321 54 19 structure structure NOUN ajst-27321 54 20 . . PUNCT ajst-27321 55 1 the the PRON ajst-27321 55 2 closer close ADV ajst-27321 55 3 the the DET ajst-27321 55 4 value value NOUN ajst-27321 55 5 is be AUX ajst-27321 55 6 to to ADP ajst-27321 55 7 1 1 NUM ajst-27321 55 8 , , PUNCT ajst-27321 55 9 the the PRON ajst-27321 55 10 better well ADJ ajst-27321 55 11 the the DET ajst-27321 55 12 quality quality NOUN ajst-27321 55 13 of of ADP ajst-27321 55 14 the the DET ajst-27321 55 15 network network NOUN ajst-27321 55 16 partition partition NOUN ajst-27321 55 17 . . PUNCT ajst-27321 56 1 the the DET ajst-27321 56 2 calculation calculation NOUN ajst-27321 56 3 formula formula NOUN ajst-27321 56 4 for for ADP ajst-27321 56 5 the the DET ajst-27321 56 6 modularity modularity NOUN ajst-27321 56 7 value value NOUN ajst-27321 56 8 is be AUX ajst-27321 56 9 as as SCONJ ajst-27321 56 10 follows follow VERB ajst-27321 56 11 : : PUNCT ajst-27321 56 12 𝑄 𝑄 PROPN ajst-27321 56 13 1 1 NUM ajst-27321 56 14 2π‘š 2π‘š NUM ajst-27321 56 15 π‘Ž π‘Ž PROPN ajst-27321 56 16 𝑝 𝑝 NOUN ajst-27321 56 17 𝜎 𝜎 PROPN ajst-27321 56 18 𝐢 𝐢 PROPN ajst-27321 56 19 , , PUNCT ajst-27321 56 20 𝐢 𝐢 PROPN ajst-27321 56 21 , , PUNCT ajst-27321 56 22 3 3 NUM ajst-27321 56 23 in in ADP ajst-27321 56 24 the the DET ajst-27321 56 25 formula formula NOUN ajst-27321 56 26 , , PUNCT ajst-27321 56 27 π‘Ž π‘Ž NOUN ajst-27321 56 28 represents represent VERB ajst-27321 56 29 the the DET ajst-27321 56 30 adjacency adjacency NOUN ajst-27321 56 31 matrix matrix NOUN ajst-27321 56 32 ; ; PUNCT ajst-27321 56 33 𝑝 𝑝 NOUN ajst-27321 56 34 denotes denote VERB ajst-27321 56 35 the the DET ajst-27321 56 36 expected expect VERB ajst-27321 56 37 value value NOUN ajst-27321 56 38 of of ADP ajst-27321 56 39 the the DET ajst-27321 56 40 node node NOUN ajst-27321 56 41 connections;𝐢 connections;𝐢 PROPN ajst-27321 56 42 and and CCONJ ajst-27321 56 43 𝐢 𝐢 PROPN ajst-27321 56 44 represent represent VERB ajst-27321 56 45 the the DET ajst-27321 56 46 clusters cluster NOUN ajst-27321 56 47 to to PART ajst-27321 56 48 which which PRON ajst-27321 56 49 nodes nod VERB ajst-27321 56 50 i i PRON ajst-27321 56 51 and and CCONJ ajst-27321 56 52 j j PROPN ajst-27321 56 53 belong belong NOUN ajst-27321 56 54 . . PUNCT ajst-27321 57 1 if if SCONJ ajst-27321 57 2 they they PRON ajst-27321 57 3 are be AUX ajst-27321 57 4 assigned assign VERB ajst-27321 57 5 to to ADP ajst-27321 57 6 the the DET ajst-27321 57 7 same same ADJ ajst-27321 57 8 cluster cluster NOUN ajst-27321 57 9 , , PUNCT ajst-27321 57 10 then then ADV ajst-27321 57 11 𝜎 𝜎 PROPN ajst-27321 58 1 = = SYM ajst-27321 58 2 1;otherwise 1;otherwise ADJ ajst-27321 58 3 𝜎 𝜎 X ajst-27321 58 4 = = NOUN ajst-27321 58 5 0 0 NUM ajst-27321 58 6 . . PUNCT ajst-27321 59 1 the the DET ajst-27321 59 2 silhouette silhouette NOUN ajst-27321 59 3 value value NOUN ajst-27321 59 4 is be AUX ajst-27321 59 5 used use VERB ajst-27321 59 6 to to PART ajst-27321 59 7 evaluate evaluate VERB ajst-27321 59 8 the the DET ajst-27321 59 9 quality quality NOUN ajst-27321 59 10 of of ADP ajst-27321 59 11 clustering clustering ADJ ajst-27321 59 12 results result NOUN ajst-27321 59 13 . . PUNCT ajst-27321 60 1 the the PRON ajst-27321 60 2 closer close ADV ajst-27321 60 3 the the DET ajst-27321 60 4 value value NOUN ajst-27321 60 5 is be AUX ajst-27321 60 6 to to ADP ajst-27321 60 7 1 1 NUM ajst-27321 60 8 , , PUNCT ajst-27321 60 9 the the PRON ajst-27321 60 10 better well ADJ ajst-27321 60 11 the the DET ajst-27321 60 12 clustering clustering NOUN ajst-27321 60 13 and and CCONJ ajst-27321 60 14 separation separation NOUN ajst-27321 60 15 of of ADP ajst-27321 60 16 the the DET ajst-27321 60 17 network network NOUN ajst-27321 60 18 . . PUNCT ajst-27321 61 1 when when SCONJ ajst-27321 61 2 the the DET ajst-27321 61 3 value value NOUN ajst-27321 61 4 is be AUX ajst-27321 61 5 greater great ADJ ajst-27321 61 6 than than ADP ajst-27321 61 7 0.7 0.7 NUM ajst-27321 61 8 , , PUNCT ajst-27321 61 9 the the DET ajst-27321 61 10 clustering clustering ADJ ajst-27321 61 11 results result NOUN ajst-27321 61 12 are be AUX ajst-27321 61 13 considered consider VERB ajst-27321 61 14 highly highly ADV ajst-27321 61 15 reliable reliable ADJ ajst-27321 61 16 . . PUNCT ajst-27321 62 1 the the DET ajst-27321 62 2 calculation calculation NOUN ajst-27321 62 3 formula formula NOUN ajst-27321 62 4 for for ADP ajst-27321 62 5 the the DET ajst-27321 62 6 silhouette silhouette NOUN ajst-27321 62 7 value value NOUN ajst-27321 62 8 is be AUX ajst-27321 62 9 as as SCONJ ajst-27321 62 10 follows follow VERB ajst-27321 62 11 : : PUNCT ajst-27321 62 12 𝑆 𝑆 PROPN ajst-27321 62 13 𝑏 𝑏 NOUN ajst-27321 62 14 𝑖 𝑖 SYM ajst-27321 62 15 π‘Ž π‘Ž X ajst-27321 62 16 𝑖 𝑖 X ajst-27321 62 17 π‘šπ‘Žπ‘₯ π‘šπ‘Žπ‘₯ NOUN ajst-27321 62 18 π‘Ž π‘Ž NOUN ajst-27321 62 19 𝑖 𝑖 NOUN ajst-27321 62 20 , , PUNCT ajst-27321 62 21 𝑏 𝑏 PROPN ajst-27321 62 22 𝑖 𝑖 SYM ajst-27321 62 23 4 4 NUM ajst-27321 62 24 in in ADP ajst-27321 62 25 the the DET ajst-27321 62 26 above above ADJ ajst-27321 62 27 formula formula NOUN ajst-27321 62 28 , , PUNCT ajst-27321 62 29 the the DET ajst-27321 62 30 silhouette silhouette NOUN ajst-27321 62 31 value value NOUN ajst-27321 62 32 s s PART ajst-27321 62 33 satisfies satisfie NOUN ajst-27321 62 34 the the DET ajst-27321 62 35 range range NOUN ajst-27321 62 36 -1≀𝑆 -1≀𝑆 PROPN ajst-27321 62 37 ≀1 ≀1 PROPN ajst-27321 62 38 . . PUNCT ajst-27321 63 1 here here ADV ajst-27321 63 2 , , PUNCT ajst-27321 63 3 a(i a(i VERB ajst-27321 63 4 ) ) PUNCT ajst-27321 63 5 represents represent VERB ajst-27321 63 6 the the DET ajst-27321 63 7 average average ADJ ajst-27321 63 8 distance distance NOUN ajst-27321 63 9 between between ADP ajst-27321 63 10 point point NOUN ajst-27321 63 11 i i PRON ajst-27321 63 12 and and CCONJ ajst-27321 63 13 other other ADJ ajst-27321 63 14 points point NOUN ajst-27321 63 15 within within ADP ajst-27321 63 16 the the DET ajst-27321 63 17 same same ADJ ajst-27321 63 18 cluster cluster NOUN ajst-27321 63 19 , , PUNCT ajst-27321 63 20 while while SCONJ ajst-27321 63 21 85 85 NUM ajst-27321 63 22 b(i b(i NUM ajst-27321 63 23 ) ) PUNCT ajst-27321 63 24 represents represent VERB ajst-27321 63 25 the the DET ajst-27321 63 26 average average ADJ ajst-27321 63 27 distance distance NOUN ajst-27321 63 28 between between ADP ajst-27321 63 29 point point NOUN ajst-27321 63 30 i i PRON ajst-27321 63 31 and and CCONJ ajst-27321 63 32 all all DET ajst-27321 63 33 other other ADJ ajst-27321 63 34 points point NOUN ajst-27321 63 35 in in ADP ajst-27321 63 36 the the DET ajst-27321 63 37 nearest near ADJ ajst-27321 63 38 cluster cluster NOUN ajst-27321 63 39 . . PUNCT ajst-27321 64 1 the the DET ajst-27321 64 2 average average ADJ ajst-27321 64 3 silhouette silhouette NOUN ajst-27321 64 4 value value NOUN ajst-27321 64 5 refers refer VERB ajst-27321 64 6 to to ADP ajst-27321 64 7 the the DET ajst-27321 64 8 mean mean ADJ ajst-27321 64 9 value value NOUN ajst-27321 64 10 of of ADP ajst-27321 64 11 the the DET ajst-27321 64 12 silhouette silhouette NOUN ajst-27321 64 13 scores score NOUN ajst-27321 64 14 for for ADP ajst-27321 64 15 all all DET ajst-27321 64 16 sample sample NOUN ajst-27321 64 17 points point NOUN ajst-27321 64 18 . . PUNCT ajst-27321 65 1 to to PART ajst-27321 65 2 comprehensively comprehensively ADV ajst-27321 65 3 analyze analyze VERB ajst-27321 65 4 the the DET ajst-27321 65 5 development development NOUN ajst-27321 65 6 trajectory trajectory NOUN ajst-27321 65 7 and and CCONJ ajst-27321 65 8 trends trend NOUN ajst-27321 65 9 in in ADP ajst-27321 65 10 drought drought NOUN ajst-27321 65 11 disaster disaster NOUN ajst-27321 65 12 research research NOUN ajst-27321 65 13 , , PUNCT ajst-27321 65 14 this this DET ajst-27321 65 15 study study NOUN ajst-27321 65 16 uses use VERB ajst-27321 65 17 the the DET ajst-27321 65 18 results result NOUN ajst-27321 65 19 of of ADP ajst-27321 65 20 cluster cluster NOUN ajst-27321 65 21 analysis analysis NOUN ajst-27321 65 22 and and CCONJ ajst-27321 65 23 employs employ VERB ajst-27321 65 24 the the DET ajst-27321 65 25 wos wos NOUN ajst-27321 65 26 database database NOUN ajst-27321 65 27 to to PART ajst-27321 65 28 identify identify VERB ajst-27321 65 29 relevant relevant ADJ ajst-27321 65 30 literature literature NOUN ajst-27321 65 31 under under ADP ajst-27321 65 32 different different ADJ ajst-27321 65 33 clusters cluster NOUN ajst-27321 65 34 by by ADP ajst-27321 65 35 filtering filter VERB ajst-27321 65 36 keywords keyword NOUN ajst-27321 65 37 . . PUNCT ajst-27321 66 1 by by ADP ajst-27321 66 2 extracting extract VERB ajst-27321 66 3 core core NOUN ajst-27321 66 4 information information NOUN ajst-27321 66 5 from from ADP ajst-27321 66 6 the the DET ajst-27321 66 7 literature literature NOUN ajst-27321 66 8 ( ( PUNCT ajst-27321 66 9 such such ADJ ajst-27321 66 10 as as ADP ajst-27321 66 11 topics topic NOUN ajst-27321 66 12 , , PUNCT ajst-27321 66 13 methods method NOUN ajst-27321 66 14 , , PUNCT ajst-27321 66 15 and and CCONJ ajst-27321 66 16 research research NOUN ajst-27321 66 17 outcomes outcome NOUN ajst-27321 66 18 ) ) PUNCT ajst-27321 66 19 , , PUNCT ajst-27321 66 20 the the DET ajst-27321 66 21 clusters cluster NOUN ajst-27321 66 22 were be AUX ajst-27321 66 23 objectively objectively ADV ajst-27321 66 24 assessed assess VERB ajst-27321 66 25 . . PUNCT ajst-27321 67 1 the the DET ajst-27321 67 2 analysis analysis NOUN ajst-27321 67 3 focuses focus VERB ajst-27321 67 4 on on ADP ajst-27321 67 5 clusters cluster NOUN ajst-27321 67 6 covering cover VERB ajst-27321 67 7 a a DET ajst-27321 67 8 30 30 NUM ajst-27321 67 9 - - PUNCT ajst-27321 67 10 year year NOUN ajst-27321 67 11 time time NOUN ajst-27321 67 12 span span NOUN ajst-27321 67 13 , , PUNCT ajst-27321 67 14 identifying identify VERB ajst-27321 67 15 the the DET ajst-27321 67 16 research research NOUN ajst-27321 67 17 priorities priority NOUN ajst-27321 67 18 and and CCONJ ajst-27321 67 19 directions direction NOUN ajst-27321 67 20 in in ADP ajst-27321 67 21 different different ADJ ajst-27321 67 22 periods period NOUN ajst-27321 67 23 . . PUNCT ajst-27321 68 1 additionally additionally ADV ajst-27321 68 2 , , PUNCT ajst-27321 68 3 recent recent ADJ ajst-27321 68 4 keywords keyword NOUN ajst-27321 68 5 from from ADP ajst-27321 68 6 high high ADJ ajst-27321 68 7 - - PUNCT ajst-27321 68 8 confidence confidence NOUN ajst-27321 68 9 clusters cluster NOUN ajst-27321 68 10 in in ADP ajst-27321 68 11 the the DET ajst-27321 68 12 past past ADJ ajst-27321 68 13 12 12 NUM ajst-27321 68 14 years year NOUN ajst-27321 68 15 are be AUX ajst-27321 68 16 used use VERB ajst-27321 68 17 to to PART ajst-27321 68 18 explore explore VERB ajst-27321 68 19 emerging emerge VERB ajst-27321 68 20 hotspots hotspot NOUN ajst-27321 68 21 and and CCONJ ajst-27321 68 22 development development NOUN ajst-27321 68 23 trends trend NOUN ajst-27321 68 24 . . PUNCT ajst-27321 69 1 this this DET ajst-27321 69 2 analytical analytical ADJ ajst-27321 69 3 framework framework NOUN ajst-27321 69 4 not not PART ajst-27321 69 5 only only ADV ajst-27321 69 6 reveals reveal VERB ajst-27321 69 7 the the DET ajst-27321 69 8 evolving evolve VERB ajst-27321 69 9 patterns pattern NOUN ajst-27321 69 10 of of ADP ajst-27321 69 11 drought drought NOUN ajst-27321 69 12 disaster disaster NOUN ajst-27321 69 13 research research NOUN ajst-27321 69 14 but but CCONJ ajst-27321 69 15 also also ADV ajst-27321 69 16 provides provide VERB ajst-27321 69 17 important important ADJ ajst-27321 69 18 references reference NOUN ajst-27321 69 19 and and CCONJ ajst-27321 69 20 insights insight NOUN ajst-27321 69 21 for for ADP ajst-27321 69 22 the the DET ajst-27321 69 23 exploration exploration NOUN ajst-27321 69 24 of of ADP ajst-27321 69 25 future future ADJ ajst-27321 69 26 research research NOUN ajst-27321 69 27 directions direction NOUN ajst-27321 69 28 . . PUNCT ajst-27321 70 1 3 3 X ajst-27321 70 2 . . X ajst-27321 70 3 result result VERB ajst-27321 70 4 3.1 3.1 NUM ajst-27321 70 5 . . PUNCT ajst-27321 70 6 data datum NOUN ajst-27321 70 7 as as SCONJ ajst-27321 70 8 shown show VERB ajst-27321 70 9 in in ADP ajst-27321 70 10 figure figure NOUN ajst-27321 70 11 2 2 NUM ajst-27321 70 12 , , PUNCT ajst-27321 70 13 the the DET ajst-27321 70 14 computational computational ADJ ajst-27321 70 15 network network NOUN ajst-27321 70 16 density density NOUN ajst-27321 70 17 of of ADP ajst-27321 70 18 the the DET ajst-27321 70 19 drought drought NOUN ajst-27321 70 20 disaster disaster NOUN ajst-27321 70 21 research research NOUN ajst-27321 70 22 knowledge knowledge NOUN ajst-27321 70 23 network network NOUN ajst-27321 70 24 is be AUX ajst-27321 70 25 0.0198 0.0198 NUM ajst-27321 70 26 . . PUNCT ajst-27321 70 27 high high ADJ ajst-27321 70 28 - - PUNCT ajst-27321 70 29 frequency frequency NOUN ajst-27321 70 30 keywords keyword NOUN ajst-27321 70 31 are be AUX ajst-27321 70 32 displayed display VERB ajst-27321 70 33 with with ADP ajst-27321 70 34 larger large ADJ ajst-27321 70 35 nodes node NOUN ajst-27321 70 36 and and CCONJ ajst-27321 70 37 fonts font NOUN ajst-27321 70 38 , , PUNCT ajst-27321 70 39 and and CCONJ ajst-27321 70 40 the the DET ajst-27321 70 41 strength strength NOUN ajst-27321 70 42 of of ADP ajst-27321 70 43 their their PRON ajst-27321 70 44 associations association NOUN ajst-27321 70 45 is be AUX ajst-27321 70 46 reflected reflect VERB ajst-27321 70 47 in in ADP ajst-27321 70 48 the the DET ajst-27321 70 49 thickness thickness NOUN ajst-27321 70 50 of of ADP ajst-27321 70 51 the the DET ajst-27321 70 52 connecting connect VERB ajst-27321 70 53 lines line NOUN ajst-27321 70 54 . . PUNCT ajst-27321 71 1 keywords keyword NOUN ajst-27321 71 2 with with ADP ajst-27321 71 3 centrality centrality NOUN ajst-27321 71 4 greater great ADJ ajst-27321 71 5 than than ADP ajst-27321 71 6 0.1 0.1 NUM ajst-27321 71 7 are be AUX ajst-27321 71 8 considered consider VERB ajst-27321 71 9 important important ADJ ajst-27321 71 10 nodes node NOUN ajst-27321 71 11 in in ADP ajst-27321 71 12 the the DET ajst-27321 71 13 fundamental fundamental ADJ ajst-27321 71 14 research research NOUN ajst-27321 71 15 areas area NOUN ajst-27321 71 16 . . PUNCT ajst-27321 72 1 this this DET ajst-27321 72 2 study study NOUN ajst-27321 72 3 finds find VERB ajst-27321 72 4 that that SCONJ ajst-27321 72 5 " " PUNCT ajst-27321 72 6 climate climate NOUN ajst-27321 72 7 change change NOUN ajst-27321 72 8 , , PUNCT ajst-27321 72 9 " " PUNCT ajst-27321 72 10 " " PUNCT ajst-27321 72 11 climate climate NOUN ajst-27321 72 12 , , PUNCT ajst-27321 72 13 " " PUNCT ajst-27321 72 14 and and CCONJ ajst-27321 72 15 " " PUNCT ajst-27321 72 16 drought drought NOUN ajst-27321 72 17 " " PUNCT ajst-27321 72 18 are be AUX ajst-27321 72 19 the the DET ajst-27321 72 20 most most ADV ajst-27321 72 21 frequently frequently ADV ajst-27321 72 22 cited cite VERB ajst-27321 72 23 keywords keyword NOUN ajst-27321 72 24 , , PUNCT ajst-27321 72 25 all all PRON ajst-27321 72 26 of of ADP ajst-27321 72 27 which which PRON ajst-27321 72 28 have have VERB ajst-27321 72 29 a a DET ajst-27321 72 30 centrality centrality NOUN ajst-27321 72 31 exceeding exceed VERB ajst-27321 72 32 0.1 0.1 NUM ajst-27321 72 33 ( ( PUNCT ajst-27321 72 34 see see VERB ajst-27321 72 35 table table NOUN ajst-27321 72 36 1 1 NUM ajst-27321 72 37 ) ) PUNCT ajst-27321 72 38 , , PUNCT ajst-27321 72 39 highlighting highlight VERB ajst-27321 72 40 their their PRON ajst-27321 72 41 core core ADJ ajst-27321 72 42 role role NOUN ajst-27321 72 43 in in ADP ajst-27321 72 44 drought drought NOUN ajst-27321 72 45 disaster disaster NOUN ajst-27321 72 46 research research NOUN ajst-27321 72 47 . . PUNCT ajst-27321 73 1 figure figure NOUN ajst-27321 73 2 2 2 NUM ajst-27321 73 3 . . PUNCT ajst-27321 74 1 keywords keyword NOUN ajst-27321 74 2 co co ADJ ajst-27321 74 3 - - NOUN ajst-27321 74 4 occurrence occurrence ADJ ajst-27321 74 5 knowledge knowledge NOUN ajst-27321 74 6 graph graph NOUN ajst-27321 74 7 analysis analysis NOUN ajst-27321 74 8 indicates indicate VERB ajst-27321 74 9 that that SCONJ ajst-27321 74 10 " " PUNCT ajst-27321 74 11 climate climate NOUN ajst-27321 74 12 change change NOUN ajst-27321 74 13 " " PUNCT ajst-27321 74 14 and and CCONJ ajst-27321 74 15 " " PUNCT ajst-27321 74 16 climate climate NOUN ajst-27321 74 17 " " PUNCT ajst-27321 74 18 primarily primarily ADV ajst-27321 74 19 focus focus VERB ajst-27321 74 20 on on ADP ajst-27321 74 21 the the DET ajst-27321 74 22 fields field NOUN ajst-27321 74 23 of of ADP ajst-27321 74 24 climate climate NOUN ajst-27321 74 25 and and CCONJ ajst-27321 74 26 meteorology meteorology NOUN ajst-27321 74 27 , , PUNCT ajst-27321 74 28 involving involve VERB ajst-27321 74 29 long long ADJ ajst-27321 74 30 - - PUNCT ajst-27321 74 31 term term NOUN ajst-27321 74 32 climate climate NOUN ajst-27321 74 33 change change NOUN ajst-27321 74 34 and and CCONJ ajst-27321 74 35 short short ADJ ajst-27321 74 36 - - PUNCT ajst-27321 74 37 term term NOUN ajst-27321 74 38 meteorological meteorological ADJ ajst-27321 74 39 disasters disaster NOUN ajst-27321 74 40 , , PUNCT ajst-27321 74 41 respectively respectively ADV ajst-27321 74 42 . . PUNCT ajst-27321 75 1 this this PRON ajst-27321 75 2 underscores underscore VERB ajst-27321 75 3 the the DET ajst-27321 75 4 critical critical ADJ ajst-27321 75 5 importance importance NOUN ajst-27321 75 6 of of ADP ajst-27321 75 7 climate climate NOUN ajst-27321 75 8 and and CCONJ ajst-27321 75 9 drought drought NOUN ajst-27321 75 10 in in ADP ajst-27321 75 11 drought drought NOUN ajst-27321 75 12 disaster disaster NOUN ajst-27321 75 13 research research NOUN ajst-27321 75 14 . . PUNCT ajst-27321 76 1 future future ADJ ajst-27321 76 2 studies study NOUN ajst-27321 76 3 should should AUX ajst-27321 76 4 further far ADV ajst-27321 76 5 explore explore VERB ajst-27321 76 6 the the DET ajst-27321 76 7 profound profound ADJ ajst-27321 76 8 impacts impact NOUN ajst-27321 76 9 of of ADP ajst-27321 76 10 climate climate NOUN ajst-27321 76 11 change change NOUN ajst-27321 76 12 on on ADP ajst-27321 76 13 drought drought NOUN ajst-27321 76 14 disasters disaster NOUN ajst-27321 76 15 and and CCONJ ajst-27321 76 16 the the DET ajst-27321 76 17 underlying underlie VERB ajst-27321 76 18 mechanisms mechanism NOUN ajst-27321 76 19 . . PUNCT ajst-27321 77 1 table table NOUN ajst-27321 77 2 1 1 NUM ajst-27321 77 3 . . PUNCT ajst-27321 78 1 keywords keyword NOUN ajst-27321 78 2 of of ADP ajst-27321 78 3 drought drought NOUN ajst-27321 78 4 disaster disaster NOUN ajst-27321 78 5 order order NOUN ajst-27321 78 6 number number NOUN ajst-27321 78 7 frequency frequency NOUN ajst-27321 78 8 centrality centrality NOUN ajst-27321 78 9 keywords keyword VERB ajst-27321 78 10 the the DET ajst-27321 78 11 earliest early ADJ ajst-27321 78 12 year year NOUN ajst-27321 78 13 1 1 NUM ajst-27321 78 14 393 393 NUM ajst-27321 78 15 0.16 0.16 NUM ajst-27321 78 16 climate climate NOUN ajst-27321 78 17 change change NOUN ajst-27321 78 18 1997 1997 NUM ajst-27321 78 19 2 2 NUM ajst-27321 78 20 103 103 NUM ajst-27321 78 21 0.15 0.15 NUM ajst-27321 78 22 climate climate NOUN ajst-27321 78 23 2001 2001 NUM ajst-27321 78 24 3 3 NUM ajst-27321 78 25 196 196 NUM ajst-27321 78 26 0.12 0.12 NUM ajst-27321 78 27 drought drought NOUN ajst-27321 78 28 2002 2002 NUM ajst-27321 78 29 4 4 NUM ajst-27321 78 30 214 214 NUM ajst-27321 78 31 0.09 0.09 NUM ajst-27321 78 32 impact impact NOUN ajst-27321 78 33 1998 1998 NUM ajst-27321 78 34 5 5 NUM ajst-27321 78 35 154 154 NUM ajst-27321 78 36 0.09 0.09 NUM ajst-27321 78 37 variability variability NOUN ajst-27321 78 38 1995 1995 NUM ajst-27321 78 39 6 6 NUM ajst-27321 78 40 84 84 NUM ajst-27321 78 41 0.08 0.08 NUM ajst-27321 78 42 rainfall rainfall NOUN ajst-27321 78 43 2000 2000 NUM ajst-27321 78 44 7 7 NUM ajst-27321 78 45 34 34 NUM ajst-27321 78 46 0.08 0.08 NUM ajst-27321 78 47 el el PROPN ajst-27321 78 48 nino nino PROPN ajst-27321 78 49 2000 2000 NUM ajst-27321 78 50 86 86 NUM ajst-27321 78 51 3.2 3.2 NUM ajst-27321 78 52 . . PUNCT ajst-27321 79 1 analysis analysis NOUN ajst-27321 79 2 of of ADP ajst-27321 79 3 stage stage NOUN ajst-27321 79 4 - - PUNCT ajst-27321 79 5 specific specific ADJ ajst-27321 79 6 frontier frontier NOUN ajst-27321 79 7 research research NOUN ajst-27321 79 8 areas area NOUN ajst-27321 79 9 based base VERB ajst-27321 79 10 on on ADP ajst-27321 79 11 the the DET ajst-27321 79 12 literature literature NOUN ajst-27321 79 13 analysis analysis NOUN ajst-27321 79 14 from from ADP ajst-27321 79 15 1991 1991 NUM ajst-27321 79 16 to to ADP ajst-27321 79 17 2022 2022 NUM ajst-27321 79 18 , , PUNCT ajst-27321 79 19 eight eight NUM ajst-27321 79 20 burst burst ADJ ajst-27321 79 21 words word NOUN ajst-27321 79 22 were be AUX ajst-27321 79 23 identified identify VERB ajst-27321 79 24 in in ADP ajst-27321 79 25 drought drought NOUN ajst-27321 79 26 disaster disaster NOUN ajst-27321 79 27 research research NOUN ajst-27321 79 28 ( ( PUNCT ajst-27321 79 29 as as SCONJ ajst-27321 79 30 shown show VERB ajst-27321 79 31 in in ADP ajst-27321 79 32 figure figure NOUN ajst-27321 79 33 3 3 NUM ajst-27321 79 34 ): ): PUNCT ajst-27321 79 35 united united PROPN ajst-27321 79 36 states states PROPN ajst-27321 79 37 , , PUNCT ajst-27321 79 38 adaptive adaptive ADJ ajst-27321 79 39 capacity capacity NOUN ajst-27321 79 40 , , PUNCT ajst-27321 79 41 standardized standardized ADJ ajst-27321 79 42 precipitation precipitation NOUN ajst-27321 79 43 index index NOUN ajst-27321 79 44 ( ( PUNCT ajst-27321 79 45 spi spi PROPN ajst-27321 79 46 ) ) PUNCT ajst-27321 79 47 , , PUNCT ajst-27321 79 48 social social ADJ ajst-27321 79 49 vulnerability vulnerability NOUN ajst-27321 79 50 , , PUNCT ajst-27321 79 51 framework framework NOUN ajst-27321 79 52 , , PUNCT ajst-27321 79 53 streamflow streamflow NOUN ajst-27321 79 54 , , PUNCT ajst-27321 79 55 severity severity NOUN ajst-27321 79 56 , , PUNCT ajst-27321 79 57 and and CCONJ ajst-27321 79 58 extreme extreme ADJ ajst-27321 79 59 events event NOUN ajst-27321 79 60 , , PUNCT ajst-27321 79 61 reflecting reflect VERB ajst-27321 79 62 the the DET ajst-27321 79 63 research research NOUN ajst-27321 79 64 hotspots hotspot NOUN ajst-27321 79 65 and and CCONJ ajst-27321 79 66 directions direction NOUN ajst-27321 79 67 at at ADP ajst-27321 79 68 different different ADJ ajst-27321 79 69 stages stage NOUN ajst-27321 79 70 . . PUNCT ajst-27321 80 1 figure figure VERB ajst-27321 80 2 3 3 NUM ajst-27321 80 3 . . PUNCT ajst-27321 80 4 burst burst ADJ ajst-27321 80 5 terms term NOUN ajst-27321 80 6 of of ADP ajst-27321 80 7 drought drought NOUN ajst-27321 80 8 disaster disaster NOUN ajst-27321 80 9 keywords keyword NOUN ajst-27321 80 10 from from ADP ajst-27321 80 11 1995 1995 NUM ajst-27321 80 12 to to ADP ajst-27321 80 13 2007 2007 NUM ajst-27321 80 14 , , PUNCT ajst-27321 80 15 " " PUNCT ajst-27321 80 16 united united PROPN ajst-27321 80 17 states states PROPN ajst-27321 80 18 " " PUNCT ajst-27321 80 19 was be AUX ajst-27321 80 20 a a DET ajst-27321 80 21 key key ADJ ajst-27321 80 22 research research NOUN ajst-27321 80 23 focus focus NOUN ajst-27321 80 24 . . PUNCT ajst-27321 81 1 as as ADP ajst-27321 81 2 a a DET ajst-27321 81 3 region region NOUN ajst-27321 81 4 prone prone ADJ ajst-27321 81 5 to to ADP ajst-27321 81 6 droughts drought NOUN ajst-27321 81 7 , , PUNCT ajst-27321 81 8 the the DET ajst-27321 81 9 united united PROPN ajst-27321 81 10 states states PROPN ajst-27321 81 11 established establish VERB ajst-27321 81 12 the the DET ajst-27321 81 13 drought drought NOUN ajst-27321 81 14 monitoring monitoring NOUN ajst-27321 81 15 system system NOUN ajst-27321 81 16 ( ( PUNCT ajst-27321 81 17 usdm usdm PROPN ajst-27321 81 18 ) ) PUNCT ajst-27321 81 19 , , PUNCT ajst-27321 81 20 which which PRON ajst-27321 81 21 provides provide VERB ajst-27321 81 22 weekly weekly ADJ ajst-27321 81 23 drought drought NOUN ajst-27321 81 24 status status NOUN ajst-27321 81 25 data datum NOUN ajst-27321 81 26 and and CCONJ ajst-27321 81 27 supports support VERB ajst-27321 81 28 drought drought NOUN ajst-27321 81 29 mitigation mitigation NOUN ajst-27321 81 30 efforts effort NOUN ajst-27321 81 31 with with ADP ajst-27321 81 32 vital vital ADJ ajst-27321 81 33 information information NOUN ajst-27321 81 34 [ [ X ajst-27321 81 35 7 7 NUM ajst-27321 81 36 ] ] PUNCT ajst-27321 81 37 . . PUNCT ajst-27321 82 1 from from ADP ajst-27321 82 2 2011 2011 NUM ajst-27321 82 3 to to ADP ajst-27321 82 4 2017 2017 NUM ajst-27321 82 5 , , PUNCT ajst-27321 82 6 " " PUNCT ajst-27321 82 7 adaptive adaptive ADJ ajst-27321 82 8 capacity capacity NOUN ajst-27321 82 9 " " PUNCT ajst-27321 82 10 had have VERB ajst-27321 82 11 the the DET ajst-27321 82 12 highest high ADJ ajst-27321 82 13 burst burst ADJ ajst-27321 82 14 rate rate NOUN ajst-27321 82 15 and and CCONJ ajst-27321 82 16 was be AUX ajst-27321 82 17 closely closely ADV ajst-27321 82 18 linked link VERB ajst-27321 82 19 with with ADP ajst-27321 82 20 " " PUNCT ajst-27321 82 21 social social ADJ ajst-27321 82 22 vulnerability vulnerability NOUN ajst-27321 82 23 . . PUNCT ajst-27321 82 24 " " PUNCT ajst-27321 83 1 adaptive adaptive ADJ ajst-27321 83 2 capacity capacity NOUN ajst-27321 83 3 is be AUX ajst-27321 83 4 defined define VERB ajst-27321 83 5 as as ADP ajst-27321 83 6 the the DET ajst-27321 83 7 ability ability NOUN ajst-27321 83 8 of of ADP ajst-27321 83 9 a a DET ajst-27321 83 10 system system NOUN ajst-27321 83 11 to to PART ajst-27321 83 12 respond respond VERB ajst-27321 83 13 to to ADP ajst-27321 83 14 climate climate NOUN ajst-27321 83 15 change change NOUN ajst-27321 83 16 [ [ X ajst-27321 83 17 8 8 NUM ajst-27321 83 18 ] ] PUNCT ajst-27321 83 19 and and CCONJ ajst-27321 83 20 is be AUX ajst-27321 83 21 a a DET ajst-27321 83 22 key key ADJ ajst-27321 83 23 component component NOUN ajst-27321 83 24 of of ADP ajst-27321 83 25 social social ADJ ajst-27321 83 26 vulnerability vulnerability NOUN ajst-27321 83 27 . . PUNCT ajst-27321 84 1 research research NOUN ajst-27321 84 2 during during ADP ajst-27321 84 3 this this DET ajst-27321 84 4 period period NOUN ajst-27321 84 5 gradually gradually ADV ajst-27321 84 6 expanded expand VERB ajst-27321 84 7 to to PART ajst-27321 84 8 include include VERB ajst-27321 84 9 social social ADJ ajst-27321 84 10 psychology psychology NOUN ajst-27321 84 11 and and CCONJ ajst-27321 84 12 institutional institutional ADJ ajst-27321 84 13 dimensions dimension NOUN ajst-27321 84 14 , , PUNCT ajst-27321 84 15 driving drive VERB ajst-27321 84 16 theoretical theoretical ADJ ajst-27321 84 17 innovation innovation NOUN ajst-27321 85 1 [ [ X ajst-27321 85 2 9 9 NUM ajst-27321 85 3 ] ] PUNCT ajst-27321 85 4 . . PUNCT ajst-27321 86 1 from from ADP ajst-27321 86 2 2012 2012 NUM ajst-27321 86 3 to to ADP ajst-27321 86 4 2015 2015 NUM ajst-27321 86 5 , , PUNCT ajst-27321 86 6 " " PUNCT ajst-27321 86 7 standardized standardized ADJ ajst-27321 86 8 precipitation precipitation NOUN ajst-27321 86 9 index index NOUN ajst-27321 86 10 ( ( PUNCT ajst-27321 86 11 spi spi NOUN ajst-27321 86 12 ) ) PUNCT ajst-27321 86 13 " " PUNCT ajst-27321 86 14 became become VERB ajst-27321 86 15 a a DET ajst-27321 86 16 research research NOUN ajst-27321 86 17 focus focus NOUN ajst-27321 86 18 . . PUNCT ajst-27321 87 1 due due ADP ajst-27321 87 2 to to ADP ajst-27321 87 3 its its PRON ajst-27321 87 4 multi multi ADJ ajst-27321 87 5 - - ADJ ajst-27321 87 6 scale scale ADJ ajst-27321 87 7 monitoring monitoring NOUN ajst-27321 87 8 advantages advantage NOUN ajst-27321 87 9 , , PUNCT ajst-27321 87 10 spi spi PROPN ajst-27321 87 11 has have AUX ajst-27321 87 12 been be AUX ajst-27321 87 13 widely widely ADV ajst-27321 87 14 used use VERB ajst-27321 87 15 in in ADP ajst-27321 87 16 hydrology hydrology NOUN ajst-27321 87 17 , , PUNCT ajst-27321 87 18 agriculture agriculture NOUN ajst-27321 87 19 , , PUNCT ajst-27321 87 20 and and CCONJ ajst-27321 87 21 ecology ecology NOUN ajst-27321 88 1 [ [ X ajst-27321 88 2 10 10 NUM ajst-27321 88 3 ] ] PUNCT ajst-27321 88 4 , , PUNCT ajst-27321 88 5 and and CCONJ ajst-27321 88 6 its its PRON ajst-27321 88 7 capacity capacity NOUN ajst-27321 88 8 for for ADP ajst-27321 88 9 drought drought NOUN ajst-27321 88 10 impact impact NOUN ajst-27321 88 11 identification identification NOUN ajst-27321 88 12 was be AUX ajst-27321 88 13 further far ADV ajst-27321 88 14 enhanced enhance VERB ajst-27321 88 15 by by ADP ajst-27321 88 16 the the DET ajst-27321 88 17 extended extend VERB ajst-27321 88 18 spei spei NOUN ajst-27321 88 19 index index NOUN ajst-27321 88 20 [ [ X ajst-27321 88 21 11 11 NUM ajst-27321 88 22 ] ] PUNCT ajst-27321 88 23 . . PUNCT ajst-27321 89 1 from from ADP ajst-27321 89 2 2016 2016 NUM ajst-27321 89 3 to to ADP ajst-27321 89 4 2018 2018 NUM ajst-27321 89 5 , , PUNCT ajst-27321 89 6 " " PUNCT ajst-27321 89 7 framework framework NOUN ajst-27321 89 8 " " PUNCT ajst-27321 89 9 emerged emerge VERB ajst-27321 89 10 , , PUNCT ajst-27321 89 11 encompassing encompass VERB ajst-27321 89 12 both both CCONJ ajst-27321 89 13 conceptual conceptual ADJ ajst-27321 89 14 and and CCONJ ajst-27321 89 15 technical technical ADJ ajst-27321 89 16 frameworks framework NOUN ajst-27321 89 17 . . PUNCT ajst-27321 90 1 research research NOUN ajst-27321 90 2 during during ADP ajst-27321 90 3 this this DET ajst-27321 90 4 period period NOUN ajst-27321 90 5 included include VERB ajst-27321 90 6 the the DET ajst-27321 90 7 application application NOUN ajst-27321 90 8 of of ADP ajst-27321 90 9 shared share VERB ajst-27321 90 10 socioeconomic socioeconomic ADJ ajst-27321 90 11 pathways pathway NOUN ajst-27321 90 12 ( ( PUNCT ajst-27321 90 13 ssp ssp NOUN ajst-27321 90 14 ) ) PUNCT ajst-27321 90 15 in in ADP ajst-27321 90 16 climate climate NOUN ajst-27321 90 17 change change NOUN ajst-27321 90 18 scenarios scenario NOUN ajst-27321 90 19 [ [ X ajst-27321 90 20 12 12 NUM ajst-27321 90 21 ] ] PUNCT ajst-27321 90 22 , , PUNCT ajst-27321 90 23 as as ADV ajst-27321 90 24 well well ADV ajst-27321 90 25 as as ADP ajst-27321 90 26 the the DET ajst-27321 90 27 role role NOUN ajst-27321 90 28 of of ADP ajst-27321 90 29 deep deep ADJ ajst-27321 90 30 learning learning NOUN ajst-27321 90 31 frameworks framework NOUN ajst-27321 90 32 in in ADP ajst-27321 90 33 hyperspectral hyperspectral ADJ ajst-27321 90 34 remote remote ADJ ajst-27321 90 35 sensing sensing NOUN ajst-27321 90 36 [ [ X ajst-27321 90 37 13 13 NUM ajst-27321 90 38 - - SYM ajst-27321 90 39 16 16 NUM ajst-27321 90 40 ] ] PUNCT ajst-27321 90 41 . . PUNCT ajst-27321 91 1 1.2 1.2 NUM ajst-27321 91 2 analysis analysis NOUN ajst-27321 91 3 of of ADP ajst-27321 91 4 stage stage NOUN ajst-27321 91 5 - - PUNCT ajst-27321 91 6 specific specific ADJ ajst-27321 91 7 frontier frontier NOUN ajst-27321 91 8 research research NOUN ajst-27321 91 9 areas area NOUN ajst-27321 91 10 based base VERB ajst-27321 91 11 on on ADP ajst-27321 91 12 the the DET ajst-27321 91 13 literature literature NOUN ajst-27321 91 14 analysis analysis NOUN ajst-27321 91 15 from from ADP ajst-27321 91 16 1991 1991 NUM ajst-27321 91 17 to to ADP ajst-27321 91 18 2022 2022 NUM ajst-27321 91 19 , , PUNCT ajst-27321 91 20 eight eight NUM ajst-27321 91 21 burst burst ADJ ajst-27321 91 22 words word NOUN ajst-27321 91 23 were be AUX ajst-27321 91 24 identified identify VERB ajst-27321 91 25 in in ADP ajst-27321 91 26 drought drought NOUN ajst-27321 91 27 disaster disaster NOUN ajst-27321 91 28 research research NOUN ajst-27321 91 29 ( ( PUNCT ajst-27321 91 30 as as SCONJ ajst-27321 91 31 shown show VERB ajst-27321 91 32 in in ADP ajst-27321 91 33 figure figure NOUN ajst-27321 91 34 3 3 NUM ajst-27321 91 35 ): ): PUNCT ajst-27321 91 36 united united PROPN ajst-27321 91 37 states states PROPN ajst-27321 91 38 , , PUNCT ajst-27321 91 39 adaptive adaptive ADJ ajst-27321 91 40 capacity capacity NOUN ajst-27321 91 41 , , PUNCT ajst-27321 91 42 standardized standardized ADJ ajst-27321 91 43 precipitation precipitation NOUN ajst-27321 91 44 index index NOUN ajst-27321 91 45 ( ( PUNCT ajst-27321 91 46 spi spi PROPN ajst-27321 91 47 ) ) PUNCT ajst-27321 91 48 , , PUNCT ajst-27321 91 49 social social ADJ ajst-27321 91 50 vulnerability vulnerability NOUN ajst-27321 91 51 , , PUNCT ajst-27321 91 52 framework framework NOUN ajst-27321 91 53 , , PUNCT ajst-27321 91 54 streamflow streamflow NOUN ajst-27321 91 55 , , PUNCT ajst-27321 91 56 severity severity NOUN ajst-27321 91 57 , , PUNCT ajst-27321 91 58 and and CCONJ ajst-27321 91 59 extreme extreme ADJ ajst-27321 91 60 events event NOUN ajst-27321 91 61 , , PUNCT ajst-27321 91 62 reflecting reflect VERB ajst-27321 91 63 the the DET ajst-27321 91 64 research research NOUN ajst-27321 91 65 hotspots hotspot NOUN ajst-27321 91 66 and and CCONJ ajst-27321 91 67 directions direction NOUN ajst-27321 91 68 at at ADP ajst-27321 91 69 different different ADJ ajst-27321 91 70 stages stage NOUN ajst-27321 91 71 . . PUNCT ajst-27321 92 1 from from ADP ajst-27321 92 2 1995 1995 NUM ajst-27321 92 3 to to ADP ajst-27321 92 4 2007 2007 NUM ajst-27321 92 5 , , PUNCT ajst-27321 92 6 " " PUNCT ajst-27321 92 7 united united PROPN ajst-27321 92 8 states states PROPN ajst-27321 92 9 " " PUNCT ajst-27321 92 10 was be AUX ajst-27321 92 11 a a DET ajst-27321 92 12 key key ADJ ajst-27321 92 13 research research NOUN ajst-27321 92 14 focus focus NOUN ajst-27321 92 15 . . PUNCT ajst-27321 93 1 as as ADP ajst-27321 93 2 a a DET ajst-27321 93 3 region region NOUN ajst-27321 93 4 prone prone ADJ ajst-27321 93 5 to to ADP ajst-27321 93 6 droughts drought NOUN ajst-27321 93 7 , , PUNCT ajst-27321 93 8 the the DET ajst-27321 93 9 united united PROPN ajst-27321 93 10 states states PROPN ajst-27321 93 11 established establish VERB ajst-27321 93 12 the the DET ajst-27321 93 13 drought drought NOUN ajst-27321 93 14 monitoring monitoring NOUN ajst-27321 93 15 system system NOUN ajst-27321 93 16 ( ( PUNCT ajst-27321 93 17 usdm usdm PROPN ajst-27321 93 18 ) ) PUNCT ajst-27321 93 19 , , PUNCT ajst-27321 93 20 which which PRON ajst-27321 93 21 provides provide VERB ajst-27321 93 22 weekly weekly ADJ ajst-27321 93 23 drought drought NOUN ajst-27321 93 24 status status NOUN ajst-27321 93 25 data datum NOUN ajst-27321 93 26 and and CCONJ ajst-27321 93 27 supports support VERB ajst-27321 93 28 drought drought NOUN ajst-27321 93 29 mitigation mitigation NOUN ajst-27321 93 30 efforts effort NOUN ajst-27321 93 31 with with ADP ajst-27321 93 32 vital vital ADJ ajst-27321 93 33 information information NOUN ajst-27321 93 34 [ [ X ajst-27321 93 35 7 7 NUM ajst-27321 93 36 ] ] PUNCT ajst-27321 93 37 . . PUNCT ajst-27321 94 1 from from ADP ajst-27321 94 2 2011 2011 NUM ajst-27321 94 3 to to ADP ajst-27321 94 4 2017 2017 NUM ajst-27321 94 5 , , PUNCT ajst-27321 94 6 " " PUNCT ajst-27321 94 7 adaptive adaptive ADJ ajst-27321 94 8 capacity capacity NOUN ajst-27321 94 9 " " PUNCT ajst-27321 94 10 had have VERB ajst-27321 94 11 the the DET ajst-27321 94 12 highest high ADJ ajst-27321 94 13 burst burst ADJ ajst-27321 94 14 rate rate NOUN ajst-27321 94 15 and and CCONJ ajst-27321 94 16 was be AUX ajst-27321 94 17 closely closely ADV ajst-27321 94 18 linked link VERB ajst-27321 94 19 with with ADP ajst-27321 94 20 " " PUNCT ajst-27321 94 21 social social ADJ ajst-27321 94 22 vulnerability vulnerability NOUN ajst-27321 94 23 . . PUNCT ajst-27321 94 24 " " PUNCT ajst-27321 95 1 adaptive adaptive ADJ ajst-27321 95 2 capacity capacity NOUN ajst-27321 95 3 is be AUX ajst-27321 95 4 defined define VERB ajst-27321 95 5 as as ADP ajst-27321 95 6 the the DET ajst-27321 95 7 ability ability NOUN ajst-27321 95 8 of of ADP ajst-27321 95 9 a a DET ajst-27321 95 10 system system NOUN ajst-27321 95 11 to to PART ajst-27321 95 12 respond respond VERB ajst-27321 95 13 to to ADP ajst-27321 95 14 climate climate NOUN ajst-27321 95 15 change change NOUN ajst-27321 95 16 [ [ X ajst-27321 95 17 8 8 NUM ajst-27321 95 18 ] ] PUNCT ajst-27321 95 19 and and CCONJ ajst-27321 95 20 is be AUX ajst-27321 95 21 a a DET ajst-27321 95 22 key key ADJ ajst-27321 95 23 component component NOUN ajst-27321 95 24 of of ADP ajst-27321 95 25 social social ADJ ajst-27321 95 26 vulnerability vulnerability NOUN ajst-27321 95 27 . . PUNCT ajst-27321 96 1 research research NOUN ajst-27321 96 2 during during ADP ajst-27321 96 3 this this DET ajst-27321 96 4 period period NOUN ajst-27321 96 5 gradually gradually ADV ajst-27321 96 6 expanded expand VERB ajst-27321 96 7 to to PART ajst-27321 96 8 include include VERB ajst-27321 96 9 social social ADJ ajst-27321 96 10 psychology psychology NOUN ajst-27321 96 11 and and CCONJ ajst-27321 96 12 institutional institutional ADJ ajst-27321 96 13 dimensions dimension NOUN ajst-27321 96 14 , , PUNCT ajst-27321 96 15 driving drive VERB ajst-27321 96 16 theoretical theoretical ADJ ajst-27321 96 17 innovation innovation NOUN ajst-27321 97 1 [ [ X ajst-27321 97 2 9 9 NUM ajst-27321 97 3 ] ] PUNCT ajst-27321 97 4 . . PUNCT ajst-27321 98 1 from from ADP ajst-27321 98 2 2012 2012 NUM ajst-27321 98 3 to to ADP ajst-27321 98 4 2015 2015 NUM ajst-27321 98 5 , , PUNCT ajst-27321 98 6 " " PUNCT ajst-27321 98 7 standardized standardized ADJ ajst-27321 98 8 precipitation precipitation NOUN ajst-27321 98 9 index index NOUN ajst-27321 98 10 ( ( PUNCT ajst-27321 98 11 spi spi NOUN ajst-27321 98 12 ) ) PUNCT ajst-27321 98 13 " " PUNCT ajst-27321 98 14 became become VERB ajst-27321 98 15 a a DET ajst-27321 98 16 research research NOUN ajst-27321 98 17 focus focus NOUN ajst-27321 98 18 . . PUNCT ajst-27321 99 1 due due ADP ajst-27321 99 2 to to ADP ajst-27321 99 3 its its PRON ajst-27321 99 4 multi multi ADJ ajst-27321 99 5 - - ADJ ajst-27321 99 6 scale scale ADJ ajst-27321 99 7 monitoring monitoring NOUN ajst-27321 99 8 advantages advantage NOUN ajst-27321 99 9 , , PUNCT ajst-27321 99 10 spi spi PROPN ajst-27321 99 11 has have AUX ajst-27321 99 12 been be AUX ajst-27321 99 13 widely widely ADV ajst-27321 99 14 used use VERB ajst-27321 99 15 in in ADP ajst-27321 99 16 hydrology hydrology NOUN ajst-27321 99 17 , , PUNCT ajst-27321 99 18 agriculture agriculture NOUN ajst-27321 99 19 , , PUNCT ajst-27321 99 20 and and CCONJ ajst-27321 99 21 ecology ecology NOUN ajst-27321 100 1 [ [ X ajst-27321 100 2 10 10 NUM ajst-27321 100 3 ] ] PUNCT ajst-27321 100 4 , , PUNCT ajst-27321 100 5 and and CCONJ ajst-27321 100 6 its its PRON ajst-27321 100 7 capacity capacity NOUN ajst-27321 100 8 for for ADP ajst-27321 100 9 drought drought NOUN ajst-27321 100 10 impact impact NOUN ajst-27321 100 11 identification identification NOUN ajst-27321 100 12 was be AUX ajst-27321 100 13 further far ADV ajst-27321 100 14 enhanced enhance VERB ajst-27321 100 15 by by ADP ajst-27321 100 16 the the DET ajst-27321 100 17 extended extend VERB ajst-27321 100 18 spei spei NOUN ajst-27321 100 19 index index NOUN ajst-27321 100 20 [ [ X ajst-27321 100 21 11 11 NUM ajst-27321 100 22 ] ] PUNCT ajst-27321 100 23 . . PUNCT ajst-27321 101 1 from from ADP ajst-27321 101 2 2016 2016 NUM ajst-27321 101 3 to to ADP ajst-27321 101 4 2018 2018 NUM ajst-27321 101 5 , , PUNCT ajst-27321 101 6 " " PUNCT ajst-27321 101 7 framework framework NOUN ajst-27321 101 8 " " PUNCT ajst-27321 101 9 emerged emerge VERB ajst-27321 101 10 , , PUNCT ajst-27321 101 11 encompassing encompass VERB ajst-27321 101 12 both both CCONJ ajst-27321 101 13 conceptual conceptual ADJ ajst-27321 101 14 and and CCONJ ajst-27321 101 15 technical technical ADJ ajst-27321 101 16 frameworks framework NOUN ajst-27321 101 17 . . PUNCT ajst-27321 102 1 research research NOUN ajst-27321 102 2 during during ADP ajst-27321 102 3 this this DET ajst-27321 102 4 period period NOUN ajst-27321 102 5 included include VERB ajst-27321 102 6 the the DET ajst-27321 102 7 application application NOUN ajst-27321 102 8 of of ADP ajst-27321 102 9 shared share VERB ajst-27321 102 10 socioeconomic socioeconomic ADJ ajst-27321 102 11 pathways pathway NOUN ajst-27321 102 12 ( ( PUNCT ajst-27321 102 13 ssp ssp NOUN ajst-27321 102 14 ) ) PUNCT ajst-27321 102 15 in in ADP ajst-27321 102 16 climate climate NOUN ajst-27321 102 17 change change NOUN ajst-27321 102 18 scenarios scenario NOUN ajst-27321 102 19 [ [ X ajst-27321 102 20 12 12 NUM ajst-27321 102 21 ] ] PUNCT ajst-27321 102 22 , , PUNCT ajst-27321 102 23 as as ADV ajst-27321 102 24 well well ADV ajst-27321 102 25 as as ADP ajst-27321 102 26 the the DET ajst-27321 102 27 role role NOUN ajst-27321 102 28 of of ADP ajst-27321 102 29 deep deep ADJ ajst-27321 102 30 learning learning NOUN ajst-27321 102 31 frameworks framework NOUN ajst-27321 102 32 in in ADP ajst-27321 102 33 hyperspectral hyperspectral ADJ ajst-27321 102 34 remote remote ADJ ajst-27321 102 35 sensing sensing NOUN ajst-27321 102 36 [ [ X ajst-27321 102 37 13 13 NUM ajst-27321 102 38 - - SYM ajst-27321 102 39 16 16 NUM ajst-27321 102 40 ] ] PUNCT ajst-27321 102 41 . . PUNCT ajst-27321 103 1 from from ADP ajst-27321 103 2 2018 2018 NUM ajst-27321 103 3 to to ADP ajst-27321 103 4 2019 2019 NUM ajst-27321 103 5 , , PUNCT ajst-27321 103 6 research research NOUN ajst-27321 103 7 on on ADP ajst-27321 103 8 " " PUNCT ajst-27321 103 9 streamflow streamflow NOUN ajst-27321 103 10 " " PUNCT ajst-27321 103 11 concentrated concentrate VERB ajst-27321 103 12 on on ADP ajst-27321 103 13 the the DET ajst-27321 103 14 impact impact NOUN ajst-27321 103 15 of of ADP ajst-27321 103 16 climate climate NOUN ajst-27321 103 17 change change NOUN ajst-27321 103 18 on on ADP ajst-27321 103 19 water water NOUN ajst-27321 103 20 resource resource NOUN ajst-27321 103 21 supply supply NOUN ajst-27321 103 22 , , PUNCT ajst-27321 103 23 including include VERB ajst-27321 103 24 changes change NOUN ajst-27321 103 25 in in ADP ajst-27321 103 26 low low ADJ ajst-27321 103 27 - - PUNCT ajst-27321 103 28 flow flow NOUN ajst-27321 103 29 hydrological hydrological ADJ ajst-27321 103 30 systems system NOUN ajst-27321 103 31 in in ADP ajst-27321 103 32 europe europe PROPN ajst-27321 104 1 [ [ X ajst-27321 104 2 17 17 NUM ajst-27321 104 3 ] ] PUNCT ajst-27321 104 4 and and CCONJ ajst-27321 104 5 the the DET ajst-27321 104 6 application application NOUN ajst-27321 104 7 of of ADP ajst-27321 104 8 machine machine NOUN ajst-27321 104 9 learning learning NOUN ajst-27321 104 10 models model NOUN ajst-27321 104 11 in in ADP ajst-27321 104 12 monthly monthly ADJ ajst-27321 104 13 streamflow streamflow NOUN ajst-27321 104 14 prediction prediction NOUN ajst-27321 104 15 and and CCONJ ajst-27321 104 16 historical historical ADJ ajst-27321 104 17 grid grid NOUN ajst-27321 104 18 data datum NOUN ajst-27321 104 19 reconstruction reconstruction NOUN ajst-27321 104 20 [ [ X ajst-27321 104 21 18 18 NUM ajst-27321 104 22 ] ] PUNCT ajst-27321 104 23 . . PUNCT ajst-27321 105 1 from from ADP ajst-27321 105 2 2019 2019 NUM ajst-27321 105 3 to to ADP ajst-27321 105 4 2022 2022 NUM ajst-27321 105 5 , , PUNCT ajst-27321 105 6 " " PUNCT ajst-27321 105 7 severity severity NOUN ajst-27321 105 8 " " PUNCT ajst-27321 105 9 and and CCONJ ajst-27321 105 10 " " PUNCT ajst-27321 105 11 extreme extreme ADJ ajst-27321 105 12 events event NOUN ajst-27321 105 13 " " PUNCT ajst-27321 105 14 became become VERB ajst-27321 105 15 the the DET ajst-27321 105 16 focus focus NOUN ajst-27321 105 17 of of ADP ajst-27321 105 18 research research NOUN ajst-27321 105 19 . . PUNCT ajst-27321 106 1 studies study NOUN ajst-27321 106 2 indicated indicate VERB ajst-27321 106 3 that that SCONJ ajst-27321 106 4 climate climate NOUN ajst-27321 106 5 change change NOUN ajst-27321 106 6 significantly significantly ADV ajst-27321 106 7 increased increase VERB ajst-27321 106 8 the the DET ajst-27321 106 9 probability probability NOUN ajst-27321 106 10 and and CCONJ ajst-27321 106 11 intensity intensity NOUN ajst-27321 106 12 of of ADP ajst-27321 106 13 extreme extreme ADJ ajst-27321 106 14 drought drought NOUN ajst-27321 106 15 events event NOUN ajst-27321 106 16 [ [ X ajst-27321 106 17 19 19 NUM ajst-27321 106 18 ] ] PUNCT ajst-27321 106 19 , , PUNCT ajst-27321 106 20 and and CCONJ ajst-27321 106 21 with with ADP ajst-27321 106 22 global global ADJ ajst-27321 106 23 warming warming NOUN ajst-27321 106 24 , , PUNCT ajst-27321 106 25 the the DET ajst-27321 106 26 frequency frequency NOUN ajst-27321 106 27 and and CCONJ ajst-27321 106 28 intensity intensity NOUN ajst-27321 106 29 of of ADP ajst-27321 106 30 such such ADJ ajst-27321 106 31 events event NOUN ajst-27321 106 32 are be AUX ajst-27321 106 33 expected expect VERB ajst-27321 106 34 to to PART ajst-27321 106 35 rise rise VERB ajst-27321 106 36 further far ADV ajst-27321 106 37 , , PUNCT ajst-27321 106 38 highlighting highlight VERB ajst-27321 106 39 the the DET ajst-27321 106 40 urgent urgent ADJ ajst-27321 106 41 need need NOUN ajst-27321 106 42 for for ADP ajst-27321 106 43 research research NOUN ajst-27321 106 44 on on ADP ajst-27321 106 45 extreme extreme ADJ ajst-27321 106 46 droughts drought NOUN ajst-27321 106 47 . . PUNCT ajst-27321 107 1 3.3 3.3 NUM ajst-27321 107 2 . . PUNCT ajst-27321 108 1 research research NOUN ajst-27321 108 2 and and CCONJ ajst-27321 108 3 development development NOUN ajst-27321 108 4 stages stage NOUN ajst-27321 108 5 and and CCONJ ajst-27321 108 6 thematic thematic ADJ ajst-27321 108 7 directions direction NOUN ajst-27321 108 8 3.3.1 3.3.1 NUM ajst-27321 108 9 . . PUNCT ajst-27321 109 1 research research NOUN ajst-27321 109 2 development development NOUN ajst-27321 109 3 stages stage NOUN ajst-27321 109 4 . . PUNCT ajst-27321 110 1 from from ADP ajst-27321 110 2 1991 1991 NUM ajst-27321 110 3 to to ADP ajst-27321 110 4 2021 2021 NUM ajst-27321 110 5 , , PUNCT ajst-27321 110 6 the the DET ajst-27321 110 7 annual annual ADJ ajst-27321 110 8 publication publication NOUN ajst-27321 110 9 volume volume NOUN ajst-27321 110 10 in in ADP ajst-27321 110 11 the the DET ajst-27321 110 12 field field NOUN ajst-27321 110 13 of of ADP ajst-27321 110 14 drought drought NOUN ajst-27321 110 15 disasters disaster NOUN ajst-27321 110 16 showed show VERB ajst-27321 110 17 a a DET ajst-27321 110 18 significant significant ADJ ajst-27321 110 19 upward upward ADJ ajst-27321 110 20 trend trend NOUN ajst-27321 110 21 ( ( PUNCT ajst-27321 110 22 figure figure NOUN ajst-27321 110 23 4 4 NUM ajst-27321 110 24 ) ) PUNCT ajst-27321 110 25 , , PUNCT ajst-27321 110 26 indicating indicate VERB ajst-27321 110 27 substantial substantial ADJ ajst-27321 110 28 theoretical theoretical ADJ ajst-27321 110 29 foundations foundation NOUN ajst-27321 110 30 and and CCONJ ajst-27321 110 31 87 87 NUM ajst-27321 110 32 practical practical ADJ ajst-27321 110 33 application application NOUN ajst-27321 110 34 potential potential NOUN ajst-27321 110 35 in in ADP ajst-27321 110 36 this this DET ajst-27321 110 37 field field NOUN ajst-27321 110 38 , , PUNCT ajst-27321 110 39 which which PRON ajst-27321 110 40 is be AUX ajst-27321 110 41 still still ADV ajst-27321 110 42 in in ADP ajst-27321 110 43 the the DET ajst-27321 110 44 stage stage NOUN ajst-27321 110 45 of of ADP ajst-27321 110 46 accumulating accumulate VERB ajst-27321 110 47 results result NOUN ajst-27321 110 48 . . PUNCT ajst-27321 111 1 based base VERB ajst-27321 111 2 on on ADP ajst-27321 111 3 the the DET ajst-27321 111 4 burst burst ADJ ajst-27321 111 5 word word NOUN ajst-27321 111 6 analysis analysis NOUN ajst-27321 111 7 , , PUNCT ajst-27321 111 8 the the DET ajst-27321 111 9 research research NOUN ajst-27321 111 10 can can AUX ajst-27321 111 11 be be AUX ajst-27321 111 12 divided divide VERB ajst-27321 111 13 into into ADP ajst-27321 111 14 three three NUM ajst-27321 111 15 stages stage NOUN ajst-27321 111 16 . . PUNCT ajst-27321 112 1 figure figure VERB ajst-27321 112 2 4 4 NUM ajst-27321 112 3 . . PUNCT ajst-27321 112 4 number number NOUN ajst-27321 112 5 of of ADP ajst-27321 112 6 drought drought NOUN ajst-27321 112 7 disaster disaster NOUN ajst-27321 112 8 documents document NOUN ajst-27321 112 9 issued issue VERB ajst-27321 112 10 the the DET ajst-27321 112 11 first first ADJ ajst-27321 112 12 stage stage NOUN ajst-27321 112 13 ( ( PUNCT ajst-27321 112 14 1991–2003 1991–2003 NUM ajst-27321 112 15 ) ) PUNCT ajst-27321 112 16 was be AUX ajst-27321 112 17 the the DET ajst-27321 112 18 exploratory exploratory ADJ ajst-27321 112 19 phase phase NOUN ajst-27321 112 20 of of ADP ajst-27321 112 21 drought drought NOUN ajst-27321 112 22 disaster disaster NOUN ajst-27321 112 23 research research NOUN ajst-27321 112 24 , , PUNCT ajst-27321 112 25 during during ADP ajst-27321 112 26 which which PRON ajst-27321 112 27 the the DET ajst-27321 112 28 annual annual ADJ ajst-27321 112 29 publication publication NOUN ajst-27321 112 30 volume volume NOUN ajst-27321 112 31 remained remain VERB ajst-27321 112 32 relatively relatively ADV ajst-27321 112 33 stable stable ADJ ajst-27321 112 34 . . PUNCT ajst-27321 113 1 the the DET ajst-27321 113 2 second second ADJ ajst-27321 113 3 stage stage NOUN ajst-27321 113 4 ( ( PUNCT ajst-27321 113 5 2004–2015 2004–2015 NUM ajst-27321 113 6 ) ) PUNCT ajst-27321 113 7 marked mark VERB ajst-27321 113 8 a a DET ajst-27321 113 9 period period NOUN ajst-27321 113 10 of of ADP ajst-27321 113 11 fluctuating fluctuate VERB ajst-27321 113 12 growth growth NOUN ajst-27321 113 13 , , PUNCT ajst-27321 113 14 driven drive VERB ajst-27321 113 15 by by ADP ajst-27321 113 16 the the DET ajst-27321 113 17 development development NOUN ajst-27321 113 18 of of ADP ajst-27321 113 19 remote remote ADJ ajst-27321 113 20 sensing sense VERB ajst-27321 113 21 technology technology NOUN ajst-27321 113 22 , , PUNCT ajst-27321 113 23 especially especially ADV ajst-27321 113 24 the the DET ajst-27321 113 25 application application NOUN ajst-27321 113 26 of of ADP ajst-27321 113 27 remote remote ADJ ajst-27321 113 28 sensing sense VERB ajst-27321 113 29 data datum NOUN ajst-27321 113 30 in in ADP ajst-27321 113 31 real real ADJ ajst-27321 113 32 - - PUNCT ajst-27321 113 33 time time NOUN ajst-27321 113 34 drought drought NOUN ajst-27321 113 35 monitoring monitoring NOUN ajst-27321 113 36 , , PUNCT ajst-27321 113 37 which which PRON ajst-27321 113 38 accelerated accelerate VERB ajst-27321 113 39 the the DET ajst-27321 113 40 growth growth NOUN ajst-27321 113 41 of of ADP ajst-27321 113 42 research research NOUN ajst-27321 113 43 output output NOUN ajst-27321 113 44 . . PUNCT ajst-27321 114 1 the the DET ajst-27321 114 2 third third ADJ ajst-27321 114 3 stage stage NOUN ajst-27321 114 4 ( ( PUNCT ajst-27321 114 5 2016–2021 2016–2021 NUM ajst-27321 114 6 ) ) PUNCT ajst-27321 114 7 was be AUX ajst-27321 114 8 a a DET ajst-27321 114 9 phase phase NOUN ajst-27321 114 10 of of ADP ajst-27321 114 11 rapid rapid ADJ ajst-27321 114 12 growth growth NOUN ajst-27321 114 13 . . PUNCT ajst-27321 115 1 global global ADJ ajst-27321 115 2 climate climate NOUN ajst-27321 115 3 change change NOUN ajst-27321 115 4 and and CCONJ ajst-27321 115 5 the the DET ajst-27321 115 6 frequent frequent ADJ ajst-27321 115 7 occurrence occurrence NOUN ajst-27321 115 8 of of ADP ajst-27321 115 9 extreme extreme ADJ ajst-27321 115 10 climate climate NOUN ajst-27321 115 11 events event NOUN ajst-27321 115 12 made make VERB ajst-27321 115 13 droughts drought NOUN ajst-27321 115 14 a a DET ajst-27321 115 15 research research NOUN ajst-27321 115 16 hotspot hotspot NOUN ajst-27321 115 17 , , PUNCT ajst-27321 115 18 leading lead VERB ajst-27321 115 19 to to ADP ajst-27321 115 20 a a DET ajst-27321 115 21 sharp sharp ADJ ajst-27321 115 22 increase increase NOUN ajst-27321 115 23 in in ADP ajst-27321 115 24 the the DET ajst-27321 115 25 annual annual ADJ ajst-27321 115 26 publication publication NOUN ajst-27321 115 27 volume volume NOUN ajst-27321 115 28 . . PUNCT ajst-27321 116 1 figure figure NOUN ajst-27321 116 2 5 5 NUM ajst-27321 116 3 . . PUNCT ajst-27321 117 1 the the DET ajst-27321 117 2 proportion proportion NOUN ajst-27321 117 3 of of ADP ajst-27321 117 4 drought drought NOUN ajst-27321 117 5 disaster disaster NOUN ajst-27321 117 6 documents document NOUN ajst-27321 117 7 in in ADP ajst-27321 117 8 all all DET ajst-27321 117 9 disaster disaster NOUN ajst-27321 117 10 disciplines discipline VERB ajst-27321 117 11 the the DET ajst-27321 117 12 importance importance NOUN ajst-27321 117 13 of of ADP ajst-27321 117 14 drought drought NOUN ajst-27321 117 15 disasters disaster NOUN ajst-27321 117 16 within within ADP ajst-27321 117 17 the the DET ajst-27321 117 18 disaster disaster NOUN ajst-27321 117 19 research research NOUN ajst-27321 117 20 field field NOUN ajst-27321 117 21 has have AUX ajst-27321 117 22 also also ADV ajst-27321 117 23 steadily steadily ADV ajst-27321 117 24 increased increase VERB ajst-27321 117 25 ( ( PUNCT ajst-27321 117 26 figure figure NOUN ajst-27321 117 27 5 5 NUM ajst-27321 117 28 ) ) PUNCT ajst-27321 117 29 . . PUNCT ajst-27321 118 1 from from ADP ajst-27321 118 2 2001 2001 NUM ajst-27321 118 3 to to ADP ajst-27321 118 4 2021 2021 NUM ajst-27321 118 5 , , PUNCT ajst-27321 118 6 the the DET ajst-27321 118 7 proportion proportion NOUN ajst-27321 118 8 of of ADP ajst-27321 118 9 drought drought NOUN ajst-27321 118 10 disaster disaster NOUN ajst-27321 118 11 literature literature NOUN ajst-27321 118 12 in in ADP ajst-27321 118 13 the the DET ajst-27321 118 14 overall overall ADJ ajst-27321 118 15 disaster disaster NOUN ajst-27321 118 16 field field NOUN ajst-27321 118 17 increased increase VERB ajst-27321 118 18 , , PUNCT ajst-27321 118 19 particularly particularly ADV ajst-27321 118 20 after after ADP ajst-27321 118 21 2005 2005 NUM ajst-27321 118 22 , , PUNCT ajst-27321 118 23 reflecting reflect VERB ajst-27321 118 24 a a DET ajst-27321 118 25 growing grow VERB ajst-27321 118 26 global global ADJ ajst-27321 118 27 interest interest NOUN ajst-27321 118 28 in in ADP ajst-27321 118 29 this this DET ajst-27321 118 30 area area NOUN ajst-27321 118 31 . . PUNCT ajst-27321 119 1 through through ADP ajst-27321 119 2 the the DET ajst-27321 119 3 timeline timeline NOUN ajst-27321 119 4 map map NOUN ajst-27321 119 5 of of ADP ajst-27321 119 6 keyword keyword NOUN ajst-27321 119 7 clustering cluster VERB ajst-27321 119 8 analysis analysis NOUN ajst-27321 119 9 ( ( PUNCT ajst-27321 119 10 figure figure NOUN ajst-27321 119 11 6 6 NUM ajst-27321 119 12 ) ) PUNCT ajst-27321 119 13 , , PUNCT ajst-27321 119 14 the the DET ajst-27321 119 15 evolution evolution NOUN ajst-27321 119 16 of of ADP ajst-27321 119 17 research research NOUN ajst-27321 119 18 themes theme NOUN ajst-27321 119 19 in in ADP ajst-27321 119 20 drought drought NOUN ajst-27321 119 21 disaster disaster NOUN ajst-27321 119 22 studies study NOUN ajst-27321 119 23 is be AUX ajst-27321 119 24 clearly clearly ADV ajst-27321 119 25 visible visible ADJ ajst-27321 119 26 , , PUNCT ajst-27321 119 27 and and CCONJ ajst-27321 119 28 it it PRON ajst-27321 119 29 aligns align VERB ajst-27321 119 30 closely closely ADV ajst-27321 119 31 with with ADP ajst-27321 119 32 the the DET ajst-27321 119 33 research research NOUN ajst-27321 119 34 development development NOUN ajst-27321 119 35 trends trend NOUN ajst-27321 119 36 across across ADP ajst-27321 119 37 the the DET ajst-27321 119 38 three three NUM ajst-27321 119 39 stages stage NOUN ajst-27321 119 40 . . PUNCT ajst-27321 120 1 this this DET ajst-27321 120 2 process process NOUN ajst-27321 120 3 reveals reveal VERB ajst-27321 120 4 the the DET ajst-27321 120 5 complete complete ADJ ajst-27321 120 6 path path NOUN ajst-27321 120 7 of of ADP ajst-27321 120 8 the the DET ajst-27321 120 9 field field NOUN ajst-27321 120 10 's 's PART ajst-27321 120 11 progression progression NOUN ajst-27321 120 12 from from ADP ajst-27321 120 13 initial initial ADJ ajst-27321 120 14 exploration exploration NOUN ajst-27321 120 15 to to ADP ajst-27321 120 16 in in ADP ajst-27321 120 17 - - PUNCT ajst-27321 120 18 depth depth NOUN ajst-27321 120 19 development development NOUN ajst-27321 120 20 . . PUNCT ajst-27321 121 1 figure figure VERB ajst-27321 121 2 6 6 NUM ajst-27321 121 3 . . PUNCT ajst-27321 122 1 keywords keyword NOUN ajst-27321 122 2 of of ADP ajst-27321 122 3 drought drought NOUN ajst-27321 122 4 disaster disaster NOUN ajst-27321 122 5 research research NOUN ajst-27321 122 6 timeline timeline NOUN ajst-27321 122 7 knowledge knowledge NOUN ajst-27321 122 8 graph graph NOUN ajst-27321 122 9 first first ADJ ajst-27321 122 10 stage stage NOUN ajst-27321 122 11 : : PUNCT ajst-27321 122 12 exploratory exploratory ADJ ajst-27321 122 13 phase phase NOUN ajst-27321 122 14 ( ( PUNCT ajst-27321 122 15 1991–2003 1991–2003 NUM ajst-27321 122 16 ) ) PUNCT ajst-27321 122 17 during during ADP ajst-27321 122 18 this this DET ajst-27321 122 19 phase phase NOUN ajst-27321 122 20 , , PUNCT ajst-27321 122 21 53 53 NUM ajst-27321 122 22 papers paper NOUN ajst-27321 122 23 were be AUX ajst-27321 122 24 published publish VERB ajst-27321 122 25 , , PUNCT ajst-27321 122 26 accounting account VERB ajst-27321 122 27 for for ADP ajst-27321 122 28 3.48 3.48 NUM ajst-27321 122 29 % % NOUN ajst-27321 122 30 of of ADP ajst-27321 122 31 the the DET ajst-27321 122 32 dataset dataset NOUN ajst-27321 122 33 . . PUNCT ajst-27321 123 1 research research NOUN ajst-27321 123 2 mainly mainly ADV ajst-27321 123 3 focused focus VERB ajst-27321 123 4 on on ADP ajst-27321 123 5 vulnerability vulnerability NOUN ajst-27321 123 6 , , PUNCT ajst-27321 123 7 remote remote ADJ ajst-27321 123 8 sensing sensing NOUN ajst-27321 123 9 , , PUNCT ajst-27321 123 10 precipitation precipitation NOUN ajst-27321 123 11 , , PUNCT ajst-27321 123 12 the the DET ajst-27321 123 13 el el PROPN ajst-27321 123 14 niΓ±o niΓ±o PROPN ajst-27321 123 15 phenomenon phenomenon NOUN ajst-27321 123 16 , , PUNCT ajst-27321 123 17 and and CCONJ ajst-27321 123 18 drought drought NOUN ajst-27321 123 19 impacts.in impacts.in PRON ajst-27321 123 20 the the DET ajst-27321 123 21 field field NOUN ajst-27321 123 22 of of ADP ajst-27321 123 23 vulnerability vulnerability NOUN ajst-27321 123 24 and and CCONJ ajst-27321 123 25 sustainable sustainable ADJ ajst-27321 123 26 development development NOUN ajst-27321 123 27 , , PUNCT ajst-27321 123 28 foody foody NOUN ajst-27321 123 29 et et PROPN ajst-27321 123 30 al al PROPN ajst-27321 123 31 . . PUNCT ajst-27321 124 1 [ [ X ajst-27321 124 2 20 20 NUM ajst-27321 124 3 ] ] PUNCT ajst-27321 124 4 proposed propose VERB ajst-27321 124 5 a a DET ajst-27321 124 6 novel novel ADJ ajst-27321 124 7 method method NOUN ajst-27321 124 8 for for ADP ajst-27321 124 9 extracting extract VERB ajst-27321 124 10 sustainable sustainable ADJ ajst-27321 124 11 resource resource NOUN ajst-27321 124 12 utilization utilization NOUN ajst-27321 124 13 indicators indicator NOUN ajst-27321 124 14 from from ADP ajst-27321 124 15 remote remote ADJ ajst-27321 124 16 sensing sense VERB ajst-27321 124 17 imagery imagery NOUN ajst-27321 124 18 to to PART ajst-27321 124 19 support support VERB ajst-27321 124 20 decision decision NOUN ajst-27321 124 21 - - PUNCT ajst-27321 124 22 making making NOUN ajst-27321 124 23 for for ADP ajst-27321 124 24 sustainable sustainable ADJ ajst-27321 124 25 development development NOUN ajst-27321 124 26 . . PUNCT ajst-27321 125 1 wilhite wilhite PROPN ajst-27321 125 2 , , PUNCT ajst-27321 125 3 da da PROPN ajst-27321 125 4 et et PROPN ajst-27321 125 5 al al PROPN ajst-27321 125 6 . . PUNCT ajst-27321 126 1 [ [ X ajst-27321 126 2 21 21 NUM ajst-27321 126 3 ] ] PUNCT ajst-27321 126 4 emphasized emphasize VERB ajst-27321 126 5 that that SCONJ ajst-27321 126 6 risk risk NOUN ajst-27321 126 7 management management NOUN ajst-27321 126 8 is be AUX ajst-27321 126 9 a a DET ajst-27321 126 10 superior superior ADJ ajst-27321 126 11 strategy strategy NOUN ajst-27321 126 12 to to ADP ajst-27321 126 13 emergency emergency NOUN ajst-27321 126 14 response response NOUN ajst-27321 126 15 in in ADP ajst-27321 126 16 addressing address VERB ajst-27321 126 17 drought.regarding drought.regarde VERB ajst-27321 126 18 precipitation precipitation NOUN ajst-27321 126 19 and and CCONJ ajst-27321 126 20 climate climate NOUN ajst-27321 126 21 change change NOUN ajst-27321 126 22 , , PUNCT ajst-27321 126 23 trenberth trenberth ADV ajst-27321 126 24 , , PUNCT ajst-27321 126 25 ke ke PROPN ajst-27321 126 26 et et PROPN ajst-27321 126 27 al al PROPN ajst-27321 126 28 . . PUNCT ajst-27321 127 1 [ [ X ajst-27321 127 2 22 22 NUM ajst-27321 127 3 ] ] PUNCT ajst-27321 127 4 improved improve VERB ajst-27321 127 5 precipitation precipitation NOUN ajst-27321 127 6 prediction prediction NOUN ajst-27321 127 7 models model NOUN ajst-27321 127 8 , , PUNCT ajst-27321 127 9 enhancing enhance VERB ajst-27321 127 10 the the DET ajst-27321 127 11 understanding understanding NOUN ajst-27321 127 12 of of ADP ajst-27321 127 13 precipitation precipitation NOUN ajst-27321 127 14 characteristics characteristic NOUN ajst-27321 127 15 . . PUNCT ajst-27321 128 1 landsea landsea ADJ ajst-27321 128 2 , , PUNCT ajst-27321 128 3 cw cw PROPN ajst-27321 128 4 et et PROPN ajst-27321 128 5 al al PROPN ajst-27321 128 6 . . PUNCT ajst-27321 129 1 [ [ X ajst-27321 129 2 23 23 NUM ajst-27321 129 3 ] ] PUNCT ajst-27321 129 4 revealed reveal VERB ajst-27321 129 5 the the DET ajst-27321 129 6 connection connection NOUN ajst-27321 129 7 between between ADP ajst-27321 129 8 atlantic atlantic ADJ ajst-27321 129 9 tropical tropical ADJ ajst-27321 129 10 cyclones cyclone NOUN ajst-27321 129 11 and and CCONJ ajst-27321 129 12 west west ADJ ajst-27321 129 13 african african ADJ ajst-27321 129 14 monsoon monsoon PROPN ajst-27321 129 15 rainfall.in rainfall.in PROPN ajst-27321 129 16 remote remote ADJ ajst-27321 129 17 sensing sensing NOUN ajst-27321 129 18 and and CCONJ ajst-27321 129 19 ndvi ndvi NOUN ajst-27321 129 20 applications application NOUN ajst-27321 129 21 , , PUNCT ajst-27321 129 22 ndvi ndvi PROPN ajst-27321 129 23 was be AUX ajst-27321 129 24 widely widely ADV ajst-27321 129 25 used use VERB ajst-27321 129 26 for for ADP ajst-27321 129 27 drought drought NOUN ajst-27321 129 28 monitoring monitoring NOUN ajst-27321 129 29 due due ADP ajst-27321 129 30 to to ADP ajst-27321 129 31 its its PRON ajst-27321 129 32 sensitivity sensitivity NOUN ajst-27321 129 33 to to ADP ajst-27321 129 34 vegetation vegetation NOUN ajst-27321 129 35 water water NOUN ajst-27321 129 36 conditions condition NOUN ajst-27321 129 37 . . PUNCT ajst-27321 130 1 ji ji X ajst-27321 130 2 , , PUNCT ajst-27321 130 3 l l PROPN ajst-27321 130 4 et et NOUN ajst-27321 130 5 al al PROPN ajst-27321 130 6 . . PUNCT ajst-27321 131 1 [ [ X ajst-27321 131 2 24 24 NUM ajst-27321 131 3 ] ] PUNCT ajst-27321 131 4 noted note VERB ajst-27321 131 5 that that SCONJ ajst-27321 131 6 ndvi ndvi NOUN ajst-27321 131 7 effectively effectively ADV ajst-27321 131 8 represents represent VERB ajst-27321 131 9 vegetation vegetation NOUN ajst-27321 131 10 water water NOUN ajst-27321 131 11 88 88 NUM ajst-27321 131 12 status status NOUN ajst-27321 131 13 but but CCONJ ajst-27321 131 14 highlighted highlight VERB ajst-27321 131 15 the the DET ajst-27321 131 16 need need NOUN ajst-27321 131 17 to to PART ajst-27321 131 18 account account VERB ajst-27321 131 19 for for ADP ajst-27321 131 20 seasonal seasonal ADJ ajst-27321 131 21 effects.in effects.in X ajst-27321 131 22 historical historical ADJ ajst-27321 131 23 data datum NOUN ajst-27321 131 24 reconstruction reconstruction NOUN ajst-27321 131 25 , , PUNCT ajst-27321 131 26 drought drought NOUN ajst-27321 131 27 reconstruction reconstruction NOUN ajst-27321 131 28 research research NOUN ajst-27321 131 29 emerged emerge VERB ajst-27321 131 30 . . PUNCT ajst-27321 132 1 cook cook VERB ajst-27321 132 2 , , PUNCT ajst-27321 132 3 er er INTJ ajst-27321 132 4 et et NOUN ajst-27321 132 5 al al PROPN ajst-27321 132 6 . . PUNCT ajst-27321 133 1 [ [ X ajst-27321 133 2 25 25 NUM ajst-27321 133 3 ] ] PUNCT ajst-27321 133 4 reconstructed reconstruct VERB ajst-27321 133 5 historical historical ADJ ajst-27321 133 6 drought drought NOUN ajst-27321 133 7 data datum NOUN ajst-27321 133 8 for for ADP ajst-27321 133 9 the the DET ajst-27321 133 10 continental continental PROPN ajst-27321 133 11 united united PROPN ajst-27321 133 12 states states PROPN ajst-27321 133 13 from from ADP ajst-27321 133 14 1700 1700 NUM ajst-27321 133 15 to to ADP ajst-27321 133 16 1978 1978 NUM ajst-27321 133 17 using use VERB ajst-27321 133 18 point point NOUN ajst-27321 133 19 - - PUNCT ajst-27321 133 20 by by ADP ajst-27321 133 21 - - PUNCT ajst-27321 133 22 point point NOUN ajst-27321 133 23 regression regression NOUN ajst-27321 133 24 . . PUNCT ajst-27321 134 1 second second ADJ ajst-27321 134 2 stage stage NOUN ajst-27321 134 3 : : PUNCT ajst-27321 134 4 period period NOUN ajst-27321 134 5 of of ADP ajst-27321 134 6 fluctuating fluctuate VERB ajst-27321 134 7 growth growth NOUN ajst-27321 134 8 ( ( PUNCT ajst-27321 134 9 2004 2004 NUM ajst-27321 134 10 – – PUNCT ajst-27321 134 11 2015 2015 NUM ajst-27321 134 12 ) ) PUNCT ajst-27321 134 13 during during ADP ajst-27321 134 14 this this DET ajst-27321 134 15 phase phase NOUN ajst-27321 134 16 , , PUNCT ajst-27321 134 17 426 426 NUM ajst-27321 134 18 papers paper NOUN ajst-27321 134 19 were be AUX ajst-27321 134 20 published publish VERB ajst-27321 134 21 , , PUNCT ajst-27321 134 22 accounting account VERB ajst-27321 134 23 for for ADP ajst-27321 134 24 27.95 27.95 NUM ajst-27321 134 25 % % NOUN ajst-27321 134 26 of of ADP ajst-27321 134 27 the the DET ajst-27321 134 28 dataset dataset NOUN ajst-27321 134 29 . . PUNCT ajst-27321 135 1 research research NOUN ajst-27321 135 2 directions direction NOUN ajst-27321 135 3 expanded expand VERB ajst-27321 135 4 to to PART ajst-27321 135 5 include include VERB ajst-27321 135 6 vulnerability vulnerability NOUN ajst-27321 135 7 , , PUNCT ajst-27321 135 8 remote remote ADJ ajst-27321 135 9 sensing sensing NOUN ajst-27321 135 10 , , PUNCT ajst-27321 135 11 precipitation precipitation NOUN ajst-27321 135 12 , , PUNCT ajst-27321 135 13 the the DET ajst-27321 135 14 el el PROPN ajst-27321 135 15 niΓ±o niΓ±o PROPN ajst-27321 135 16 phenomenon phenomenon NOUN ajst-27321 135 17 , , PUNCT ajst-27321 135 18 hydrological hydrological ADJ ajst-27321 135 19 drought drought NOUN ajst-27321 135 20 , , PUNCT ajst-27321 135 21 model model NOUN ajst-27321 135 22 development development NOUN ajst-27321 135 23 , , PUNCT ajst-27321 135 24 and and CCONJ ajst-27321 135 25 climate climate NOUN ajst-27321 135 26 change change NOUN ajst-27321 135 27 impact impact NOUN ajst-27321 135 28 and and CCONJ ajst-27321 135 29 risk risk NOUN ajst-27321 135 30 assessment.in assessment.in PRON ajst-27321 135 31 vulnerability vulnerability NOUN ajst-27321 135 32 studies study NOUN ajst-27321 135 33 , , PUNCT ajst-27321 135 34 shahid shahid PROPN ajst-27321 135 35 , , PUNCT ajst-27321 135 36 s s PART ajst-27321 135 37 et et NOUN ajst-27321 135 38 al al PROPN ajst-27321 135 39 . . PUNCT ajst-27321 136 1 [ [ X ajst-27321 136 2 26 26 NUM ajst-27321 136 3 ] ] PUNCT ajst-27321 136 4 proposed propose VERB ajst-27321 136 5 a a DET ajst-27321 136 6 risk risk NOUN ajst-27321 136 7 definition definition NOUN ajst-27321 136 8 framework framework NOUN ajst-27321 136 9 integrating integrate VERB ajst-27321 136 10 hazard hazard NOUN ajst-27321 136 11 and and CCONJ ajst-27321 136 12 vulnerability vulnerability NOUN ajst-27321 136 13 , , PUNCT ajst-27321 136 14 while while SCONJ ajst-27321 136 15 antwi antwi ADJ ajst-27321 136 16 - - PUNCT ajst-27321 136 17 agyei agyei NOUN ajst-27321 136 18 , , PUNCT ajst-27321 136 19 p p NOUN ajst-27321 136 20 et et PROPN ajst-27321 136 21 al al PROPN ajst-27321 136 22 . . PUNCT ajst-27321 137 1 [ [ X ajst-27321 137 2 27 27 NUM ajst-27321 137 3 ] ] PUNCT ajst-27321 137 4 developed develop VERB ajst-27321 137 5 a a DET ajst-27321 137 6 regional regional ADJ ajst-27321 137 7 vulnerability vulnerability NOUN ajst-27321 137 8 assessment assessment NOUN ajst-27321 137 9 model model NOUN ajst-27321 137 10 based base VERB ajst-27321 137 11 on on ADP ajst-27321 137 12 multi multi ADJ ajst-27321 137 13 - - ADJ ajst-27321 137 14 scale scale ADJ ajst-27321 137 15 and and CCONJ ajst-27321 137 16 multi multi ADJ ajst-27321 137 17 - - NOUN ajst-27321 137 18 indicator indicator NOUN ajst-27321 137 19 approaches approach NOUN ajst-27321 137 20 , , PUNCT ajst-27321 137 21 providing provide VERB ajst-27321 137 22 a a DET ajst-27321 137 23 basis basis NOUN ajst-27321 137 24 for for ADP ajst-27321 137 25 drought drought NOUN ajst-27321 137 26 policy policy NOUN ajst-27321 137 27 formulation.in formulation.in X ajst-27321 137 28 remote remote ADJ ajst-27321 137 29 sensing sensing NOUN ajst-27321 137 30 , , PUNCT ajst-27321 137 31 feyisa feyisa NOUN ajst-27321 137 32 , , PUNCT ajst-27321 137 33 gl gl PROPN ajst-27321 137 34 et et PROPN ajst-27321 137 35 al al PROPN ajst-27321 137 36 . . PUNCT ajst-27321 138 1 [ [ X ajst-27321 138 2 27 27 NUM ajst-27321 138 3 ] ] PUNCT ajst-27321 138 4 improved improved ADJ ajst-27321 138 5 water water NOUN ajst-27321 138 6 classification classification NOUN ajst-27321 138 7 accuracy accuracy NOUN ajst-27321 138 8 by by ADP ajst-27321 138 9 introducing introduce VERB ajst-27321 138 10 the the DET ajst-27321 138 11 automated automate VERB ajst-27321 138 12 water water NOUN ajst-27321 138 13 extraction extraction NOUN ajst-27321 138 14 index index NOUN ajst-27321 138 15 ( ( PUNCT ajst-27321 138 16 awei awei NOUN ajst-27321 138 17 ) ) PUNCT ajst-27321 138 18 , , PUNCT ajst-27321 138 19 enhancing enhance VERB ajst-27321 138 20 image image NOUN ajst-27321 138 21 processing process VERB ajst-27321 138 22 methods.in methods.in NUM ajst-27321 138 23 precipitation precipitation NOUN ajst-27321 138 24 and and CCONJ ajst-27321 138 25 drought drought NOUN ajst-27321 138 26 monitoring monitoring NOUN ajst-27321 138 27 , , PUNCT ajst-27321 138 28 vicente vicente NOUN ajst-27321 138 29 - - PUNCT ajst-27321 138 30 serrano serrano NOUN ajst-27321 138 31 , , PUNCT ajst-27321 138 32 sm sm PROPN ajst-27321 138 33 et et PROPN ajst-27321 138 34 al al PROPN ajst-27321 138 35 . . PUNCT ajst-27321 139 1 [ [ X ajst-27321 139 2 28 28 NUM ajst-27321 139 3 ] ] PUNCT ajst-27321 139 4 proposed propose VERB ajst-27321 139 5 the the DET ajst-27321 139 6 standardized standardized ADJ ajst-27321 139 7 precipitation precipitation NOUN ajst-27321 139 8 evapotranspiration evapotranspiration NOUN ajst-27321 139 9 index index NOUN ajst-27321 139 10 ( ( PUNCT ajst-27321 139 11 spei spei PROPN ajst-27321 139 12 ) ) PUNCT ajst-27321 139 13 , , PUNCT ajst-27321 139 14 a a DET ajst-27321 139 15 new new ADJ ajst-27321 139 16 tool tool NOUN ajst-27321 139 17 for for ADP ajst-27321 139 18 drought drought NOUN ajst-27321 139 19 monitoring monitoring NOUN ajst-27321 139 20 with with ADP ajst-27321 139 21 improved improved ADJ ajst-27321 139 22 adaptability adaptability NOUN ajst-27321 139 23 to to ADP ajst-27321 139 24 various various ADJ ajst-27321 139 25 timescales.in timescales.in NUM ajst-27321 139 26 studies study NOUN ajst-27321 139 27 on on ADP ajst-27321 139 28 the the DET ajst-27321 139 29 el el PROPN ajst-27321 139 30 niΓ±o niΓ±o PROPN ajst-27321 139 31 phenomenon phenomenon NOUN ajst-27321 139 32 , , PUNCT ajst-27321 139 33 yu yu PROPN ajst-27321 139 34 , , PUNCT ajst-27321 139 35 jy jy PROPN ajst-27321 139 36 et et PROPN ajst-27321 139 37 al al PROPN ajst-27321 139 38 . . PUNCT ajst-27321 140 1 [ [ X ajst-27321 140 2 29 29 NUM ajst-27321 140 3 ] ] PUNCT ajst-27321 140 4 pointed point VERB ajst-27321 140 5 out out ADP ajst-27321 140 6 that that SCONJ ajst-27321 140 7 central central PROPN ajst-27321 140 8 pacific pacific PROPN ajst-27321 140 9 el el PROPN ajst-27321 140 10 niΓ±o niΓ±o PROPN ajst-27321 140 11 events event NOUN ajst-27321 140 12 have have AUX ajst-27321 140 13 exacerbated exacerbate VERB ajst-27321 140 14 drought drought NOUN ajst-27321 140 15 trends trend NOUN ajst-27321 140 16 in in ADP ajst-27321 140 17 the the DET ajst-27321 140 18 united united PROPN ajst-27321 140 19 states.in states.in PROPN ajst-27321 140 20 model model PROPN ajst-27321 140 21 development development PROPN ajst-27321 140 22 , , PUNCT ajst-27321 140 23 sheffield sheffield PROPN ajst-27321 140 24 , , PUNCT ajst-27321 140 25 j j PROPN ajst-27321 140 26 et et PROPN ajst-27321 140 27 al al PROPN ajst-27321 140 28 . . PUNCT ajst-27321 141 1 [ [ X ajst-27321 141 2 30 30 NUM ajst-27321 141 3 ] ] PUNCT ajst-27321 141 4 developed develop VERB ajst-27321 141 5 a a DET ajst-27321 141 6 drought drought NOUN ajst-27321 141 7 monitoring monitoring NOUN ajst-27321 141 8 and and CCONJ ajst-27321 141 9 forecasting forecasting NOUN ajst-27321 141 10 system system NOUN ajst-27321 141 11 for for ADP ajst-27321 141 12 sub sub ADJ ajst-27321 141 13 - - ADJ ajst-27321 141 14 saharan saharan ADJ ajst-27321 141 15 africa africa PROPN ajst-27321 141 16 , , PUNCT ajst-27321 141 17 enhancing enhance VERB ajst-27321 141 18 agricultural agricultural ADJ ajst-27321 141 19 resilience.in resilience.in X ajst-27321 141 20 studies study NOUN ajst-27321 141 21 on on ADP ajst-27321 141 22 climate climate NOUN ajst-27321 141 23 change change NOUN ajst-27321 141 24 and and CCONJ ajst-27321 141 25 agricultural agricultural ADJ ajst-27321 141 26 drought drought NOUN ajst-27321 141 27 , , PUNCT ajst-27321 141 28 zhang zhang PROPN ajst-27321 141 29 , , PUNCT ajst-27321 141 30 q q PROPN ajst-27321 141 31 et et PROPN ajst-27321 141 32 al al PROPN ajst-27321 141 33 . . PUNCT ajst-27321 142 1 [ [ X ajst-27321 142 2 31 31 NUM ajst-27321 142 3 ] ] PUNCT ajst-27321 142 4 found find VERB ajst-27321 142 5 that that SCONJ ajst-27321 142 6 increased increase VERB ajst-27321 142 7 extreme extreme ADJ ajst-27321 142 8 precipitation precipitation NOUN ajst-27321 142 9 events event NOUN ajst-27321 142 10 , , PUNCT ajst-27321 142 11 fewer few ADJ ajst-27321 142 12 consecutive consecutive ADJ ajst-27321 142 13 wet wet ADJ ajst-27321 142 14 days day NOUN ajst-27321 142 15 , , PUNCT ajst-27321 142 16 and and CCONJ ajst-27321 142 17 more more ADV ajst-27321 142 18 dry dry ADJ ajst-27321 142 19 days day NOUN ajst-27321 142 20 significantly significantly ADV ajst-27321 142 21 impact impact VERB ajst-27321 142 22 agricultural agricultural ADJ ajst-27321 142 23 drought.in drought.in NOUN ajst-27321 142 24 risk risk NOUN ajst-27321 142 25 assessment assessment NOUN ajst-27321 142 26 , , PUNCT ajst-27321 142 27 shahid shahid PROPN ajst-27321 142 28 , , PUNCT ajst-27321 142 29 s s PART ajst-27321 142 30 et et NOUN ajst-27321 142 31 al al PROPN ajst-27321 142 32 . . PUNCT ajst-27321 143 1 [ [ X ajst-27321 143 2 26 26 NUM ajst-27321 143 3 ] ] PUNCT ajst-27321 143 4 assessed assessed ADJ ajst-27321 143 5 drought drought NOUN ajst-27321 143 6 risk risk NOUN ajst-27321 143 7 in in ADP ajst-27321 143 8 bangladesh bangladesh NOUN ajst-27321 143 9 by by ADP ajst-27321 143 10 multiplying multiply VERB ajst-27321 143 11 hazard hazard NOUN ajst-27321 143 12 and and CCONJ ajst-27321 143 13 vulnerability vulnerability NOUN ajst-27321 143 14 factors factor NOUN ajst-27321 143 15 , , PUNCT ajst-27321 143 16 while while SCONJ ajst-27321 143 17 wu wu PROPN ajst-27321 143 18 , , PUNCT ajst-27321 143 19 h h NOUN ajst-27321 143 20 et et PROPN ajst-27321 143 21 al al PROPN ajst-27321 143 22 . . PUNCT ajst-27321 144 1 [ [ X ajst-27321 144 2 32 32 NUM ajst-27321 144 3 ] ] PUNCT ajst-27321 144 4 developed develop VERB ajst-27321 144 5 an an DET ajst-27321 144 6 agricultural agricultural ADJ ajst-27321 144 7 drought drought NOUN ajst-27321 144 8 risk risk NOUN ajst-27321 144 9 assessment assessment NOUN ajst-27321 144 10 model model NOUN ajst-27321 144 11 , , PUNCT ajst-27321 144 12 providing provide VERB ajst-27321 144 13 critical critical ADJ ajst-27321 144 14 data datum NOUN ajst-27321 144 15 for for ADP ajst-27321 144 16 dryland dryland NOUN ajst-27321 144 17 crop crop NOUN ajst-27321 144 18 risk risk NOUN ajst-27321 144 19 evaluation evaluation NOUN ajst-27321 144 20 . . PUNCT ajst-27321 145 1 third third ADJ ajst-27321 145 2 stage stage NOUN ajst-27321 145 3 : : PUNCT ajst-27321 145 4 period period NOUN ajst-27321 145 5 of of ADP ajst-27321 145 6 rapid rapid ADJ ajst-27321 145 7 growth growth NOUN ajst-27321 145 8 ( ( PUNCT ajst-27321 145 9 2016–2021 2016–2021 NUM ajst-27321 145 10 ) ) PUNCT ajst-27321 145 11 during during ADP ajst-27321 145 12 this this DET ajst-27321 145 13 phase phase NOUN ajst-27321 145 14 , , PUNCT ajst-27321 145 15 874 874 NUM ajst-27321 145 16 papers paper NOUN ajst-27321 145 17 were be AUX ajst-27321 145 18 published publish VERB ajst-27321 145 19 , , PUNCT ajst-27321 145 20 accounting account VERB ajst-27321 145 21 for for ADP ajst-27321 145 22 57.35 57.35 NUM ajst-27321 145 23 % % NOUN ajst-27321 145 24 of of ADP ajst-27321 145 25 the the DET ajst-27321 145 26 dataset dataset NOUN ajst-27321 145 27 . . PUNCT ajst-27321 146 1 research research NOUN ajst-27321 146 2 directions direction NOUN ajst-27321 146 3 further far ADV ajst-27321 146 4 deepened deepen VERB ajst-27321 146 5 , , PUNCT ajst-27321 146 6 covering cover VERB ajst-27321 146 7 vulnerability vulnerability NOUN ajst-27321 146 8 , , PUNCT ajst-27321 146 9 remote remote ADJ ajst-27321 146 10 sensing sensing NOUN ajst-27321 146 11 , , PUNCT ajst-27321 146 12 precipitation precipitation NOUN ajst-27321 146 13 , , PUNCT ajst-27321 146 14 hydrological hydrological ADJ ajst-27321 146 15 drought drought NOUN ajst-27321 146 16 , , PUNCT ajst-27321 146 17 climate climate NOUN ajst-27321 146 18 change change NOUN ajst-27321 146 19 impacts impact NOUN ajst-27321 146 20 , , PUNCT ajst-27321 146 21 and and CCONJ ajst-27321 146 22 risk risk VERB ajst-27321 146 23 assessment.the assessment.the DET ajst-27321 146 24 strategies strategy NOUN ajst-27321 146 25 of of ADP ajst-27321 146 26 smallholder smallholder NOUN ajst-27321 146 27 farmers farmer NOUN ajst-27321 146 28 in in ADP ajst-27321 146 29 coping cope VERB ajst-27321 146 30 with with ADP ajst-27321 146 31 climate climate NOUN ajst-27321 146 32 change change NOUN ajst-27321 146 33 became become VERB ajst-27321 146 34 a a DET ajst-27321 146 35 focal focal ADJ ajst-27321 146 36 point point NOUN ajst-27321 146 37 in in ADP ajst-27321 146 38 vulnerability vulnerability NOUN ajst-27321 146 39 research research NOUN ajst-27321 146 40 [ [ X ajst-27321 146 41 33 33 NUM ajst-27321 146 42 ] ] PUNCT ajst-27321 146 43 . . PUNCT ajst-27321 147 1 the the DET ajst-27321 147 2 keyword keyword NOUN ajst-27321 147 3 " " PUNCT ajst-27321 147 4 determinants determinant NOUN ajst-27321 147 5 " " PUNCT ajst-27321 147 6 frequently frequently ADV ajst-27321 147 7 appeared appear VERB ajst-27321 147 8 , , PUNCT ajst-27321 147 9 contributing contribute VERB ajst-27321 147 10 to to ADP ajst-27321 147 11 conceptual conceptual ADJ ajst-27321 147 12 model model NOUN ajst-27321 147 13 building building NOUN ajst-27321 147 14 , , PUNCT ajst-27321 147 15 risk risk NOUN ajst-27321 147 16 management management NOUN ajst-27321 147 17 framework framework NOUN ajst-27321 147 18 development development NOUN ajst-27321 148 1 [ [ X ajst-27321 148 2 34 34 NUM ajst-27321 148 3 ] ] PUNCT ajst-27321 148 4 , , PUNCT ajst-27321 148 5 and and CCONJ ajst-27321 148 6 gravity gravity NOUN ajst-27321 148 7 model model NOUN ajst-27321 148 8 validation validation NOUN ajst-27321 148 9 [ [ X ajst-27321 148 10 35].in 35].in NUM ajst-27321 148 11 remote remote ADJ ajst-27321 148 12 sensing sense VERB ajst-27321 148 13 research research NOUN ajst-27321 148 14 , , PUNCT ajst-27321 148 15 drought drought NOUN ajst-27321 148 16 indices index NOUN ajst-27321 148 17 , , PUNCT ajst-27321 148 18 streamflow streamflow NOUN ajst-27321 148 19 , , PUNCT ajst-27321 148 20 and and CCONJ ajst-27321 148 21 machine machine NOUN ajst-27321 148 22 learning learning NOUN ajst-27321 148 23 were be AUX ajst-27321 148 24 major major ADJ ajst-27321 148 25 themes theme NOUN ajst-27321 148 26 . . PUNCT ajst-27321 149 1 ji ji PROPN ajst-27321 149 2 , , PUNCT ajst-27321 149 3 t t PROPN ajst-27321 149 4 et et NOUN ajst-27321 149 5 al al PROPN ajst-27321 149 6 . . PUNCT ajst-27321 150 1 [ [ X ajst-27321 150 2 36 36 NUM ajst-27321 150 3 ] ] PUNCT ajst-27321 150 4 proposed propose VERB ajst-27321 150 5 a a DET ajst-27321 150 6 composite composite ADJ ajst-27321 150 7 drought drought NOUN ajst-27321 150 8 index index NOUN ajst-27321 150 9 ( ( PUNCT ajst-27321 150 10 cdi cdi PROPN ajst-27321 150 11 ) ) PUNCT ajst-27321 150 12 and and CCONJ ajst-27321 150 13 validated validate VERB ajst-27321 150 14 its its PRON ajst-27321 150 15 accuracy accuracy NOUN ajst-27321 150 16 . . PUNCT ajst-27321 151 1 pena pena PROPN ajst-27321 151 2 - - PUNCT ajst-27321 151 3 gallardo gallardo PROPN ajst-27321 151 4 , , PUNCT ajst-27321 151 5 m m VERB ajst-27321 151 6 et et NOUN ajst-27321 151 7 al al PROPN ajst-27321 151 8 . . PUNCT ajst-27321 152 1 [ [ X ajst-27321 152 2 37 37 NUM ajst-27321 152 3 ] ] PUNCT ajst-27321 152 4 used use VERB ajst-27321 152 5 the the DET ajst-27321 152 6 standardized standardized ADJ ajst-27321 152 7 streamflow streamflow NOUN ajst-27321 152 8 index index NOUN ajst-27321 152 9 ( ( PUNCT ajst-27321 152 10 ssi ssi PROPN ajst-27321 152 11 ) ) PUNCT ajst-27321 152 12 to to PART ajst-27321 152 13 assess assess VERB ajst-27321 152 14 the the DET ajst-27321 152 15 severity severity NOUN ajst-27321 152 16 of of ADP ajst-27321 152 17 climate climate NOUN ajst-27321 152 18 drought drought NOUN ajst-27321 152 19 . . PUNCT ajst-27321 153 1 han han PROPN ajst-27321 153 2 , , PUNCT ajst-27321 153 3 hz hz VERB ajst-27321 153 4 et et PROPN ajst-27321 153 5 al al PROPN ajst-27321 153 6 . . PUNCT ajst-27321 154 1 [ [ X ajst-27321 154 2 38 38 NUM ajst-27321 154 3 ] ] PUNCT ajst-27321 154 4 developed develop VERB ajst-27321 154 5 a a DET ajst-27321 154 6 combined combine VERB ajst-27321 154 7 drought drought NOUN ajst-27321 154 8 monitoring monitoring NOUN ajst-27321 154 9 index index NOUN ajst-27321 154 10 ( ( PUNCT ajst-27321 154 11 cdmi cdmi NOUN ajst-27321 154 12 ) ) PUNCT ajst-27321 154 13 using use VERB ajst-27321 154 14 the the DET ajst-27321 154 15 random random ADJ ajst-27321 154 16 forest forest NOUN ajst-27321 154 17 algorithm algorithm NOUN ajst-27321 154 18 . . PUNCT ajst-27321 155 1 rhee rhee PROPN ajst-27321 155 2 , , PUNCT ajst-27321 155 3 j j PROPN ajst-27321 155 4 et et PROPN ajst-27321 155 5 al al PROPN ajst-27321 155 6 . . PUNCT ajst-27321 156 1 [ [ X ajst-27321 156 2 39 39 NUM ajst-27321 156 3 ] ] PUNCT ajst-27321 156 4 optimized optimize VERB ajst-27321 156 5 drought drought NOUN ajst-27321 156 6 prediction prediction NOUN ajst-27321 156 7 models model NOUN ajst-27321 156 8 by by ADP ajst-27321 156 9 integrating integrate VERB ajst-27321 156 10 kriging krige VERB ajst-27321 156 11 interpolation interpolation NOUN ajst-27321 156 12 and and CCONJ ajst-27321 156 13 remote remote ADJ ajst-27321 156 14 sensing sense VERB ajst-27321 156 15 data.in data.in PART ajst-27321 157 1 studies study NOUN ajst-27321 157 2 on on ADP ajst-27321 157 3 precipitation precipitation NOUN ajst-27321 157 4 and and CCONJ ajst-27321 157 5 temperature temperature NOUN ajst-27321 157 6 , , PUNCT ajst-27321 157 7 precipitation precipitation NOUN ajst-27321 157 8 and and CCONJ ajst-27321 157 9 evapotranspiration evapotranspiration NOUN ajst-27321 157 10 rates rate NOUN ajst-27321 157 11 were be AUX ajst-27321 157 12 central central ADJ ajst-27321 157 13 to to ADP ajst-27321 157 14 meteorological meteorological ADJ ajst-27321 157 15 drought drought NOUN ajst-27321 157 16 research research NOUN ajst-27321 157 17 . . PUNCT ajst-27321 158 1 spi spi PROPN ajst-27321 158 2 was be AUX ajst-27321 158 3 effective effective ADJ ajst-27321 158 4 for for ADP ajst-27321 158 5 extreme extreme ADJ ajst-27321 158 6 drought drought NOUN ajst-27321 158 7 events event NOUN ajst-27321 158 8 , , PUNCT ajst-27321 158 9 while while SCONJ ajst-27321 158 10 spei spei PROPN ajst-27321 158 11 performed perform VERB ajst-27321 158 12 better well ADV ajst-27321 158 13 for for ADP ajst-27321 158 14 moderate moderate ADJ ajst-27321 158 15 to to ADP ajst-27321 158 16 severe severe ADJ ajst-27321 158 17 drought drought NOUN ajst-27321 158 18 monitoring monitoring NOUN ajst-27321 158 19 [ [ X ajst-27321 158 20 40].in 40].in NUM ajst-27321 158 21 hydrological hydrological ADJ ajst-27321 158 22 drought drought NOUN ajst-27321 158 23 research research NOUN ajst-27321 158 24 , , PUNCT ajst-27321 158 25 the the DET ajst-27321 158 26 yangtze yangtze PROPN ajst-27321 158 27 river river PROPN ajst-27321 158 28 basin basin PROPN ajst-27321 158 29 attracted attract VERB ajst-27321 158 30 significant significant ADJ ajst-27321 158 31 attention attention NOUN ajst-27321 158 32 . . PUNCT ajst-27321 159 1 zhang zhang PROPN ajst-27321 159 2 , , PUNCT ajst-27321 159 3 d d PROPN ajst-27321 159 4 et et PROPN ajst-27321 159 5 al al PROPN ajst-27321 159 6 . . PUNCT ajst-27321 160 1 [ [ X ajst-27321 160 2 41 41 NUM ajst-27321 160 3 ] ] PUNCT ajst-27321 160 4 found find VERB ajst-27321 160 5 , , PUNCT ajst-27321 160 6 using use VERB ajst-27321 160 7 copula copula NOUN ajst-27321 160 8 functions function NOUN ajst-27321 160 9 , , PUNCT ajst-27321 160 10 that that DET ajst-27321 160 11 drought drought NOUN ajst-27321 160 12 in in ADP ajst-27321 160 13 the the DET ajst-27321 160 14 poyang poyang PROPN ajst-27321 160 15 lake lake PROPN ajst-27321 160 16 basin basin PROPN ajst-27321 160 17 intensified intensify VERB ajst-27321 160 18 without without ADP ajst-27321 160 19 synchronously synchronously ADV ajst-27321 160 20 affecting affect VERB ajst-27321 160 21 the the DET ajst-27321 160 22 yangtze yangtze PROPN ajst-27321 160 23 river river PROPN ajst-27321 160 24 mainstream mainstream NOUN ajst-27321 160 25 , , PUNCT ajst-27321 160 26 possibly possibly ADV ajst-27321 160 27 due due ADP ajst-27321 160 28 to to ADP ajst-27321 160 29 human human ADJ ajst-27321 160 30 activities activity NOUN ajst-27321 160 31 . . PUNCT ajst-27321 161 1 enso enso PROPN ajst-27321 161 2 emerged emerge VERB ajst-27321 161 3 as as ADP ajst-27321 161 4 a a DET ajst-27321 161 5 high high ADJ ajst-27321 161 6 - - PUNCT ajst-27321 161 7 frequency frequency NOUN ajst-27321 161 8 theme.in theme.in X ajst-27321 161 9 risk risk NOUN ajst-27321 161 10 assessment assessment NOUN ajst-27321 161 11 studies study NOUN ajst-27321 161 12 , , PUNCT ajst-27321 161 13 drought drought PROPN ajst-27321 161 14 was be AUX ajst-27321 161 15 identified identify VERB ajst-27321 161 16 as as ADP ajst-27321 161 17 one one NUM ajst-27321 161 18 of of ADP ajst-27321 161 19 the the DET ajst-27321 161 20 most most ADV ajst-27321 161 21 damaging damaging ADJ ajst-27321 161 22 natural natural ADJ ajst-27321 161 23 disasters disaster NOUN ajst-27321 161 24 . . PUNCT ajst-27321 162 1 meza meza NOUN ajst-27321 162 2 , , PUNCT ajst-27321 162 3 i i PRON ajst-27321 162 4 et et VERB ajst-27321 162 5 al al PROPN ajst-27321 162 6 . . PUNCT ajst-27321 163 1 [ [ X ajst-27321 163 2 42 42 NUM ajst-27321 163 3 ] ] PUNCT ajst-27321 163 4 proposed propose VERB ajst-27321 163 5 a a DET ajst-27321 163 6 global global ADJ ajst-27321 163 7 framework framework NOUN ajst-27321 163 8 for for ADP ajst-27321 163 9 integrated integrated ADJ ajst-27321 163 10 drought drought NOUN ajst-27321 163 11 risk risk NOUN ajst-27321 163 12 assessment assessment NOUN ajst-27321 163 13 of of ADP ajst-27321 163 14 irrigation irrigation NOUN ajst-27321 163 15 and and CCONJ ajst-27321 163 16 agricultural agricultural ADJ ajst-27321 163 17 systems system NOUN ajst-27321 163 18 , , PUNCT ajst-27321 163 19 analyzing analyze VERB ajst-27321 163 20 drivers driver NOUN ajst-27321 163 21 , , PUNCT ajst-27321 163 22 spatial spatial ADJ ajst-27321 163 23 patterns pattern NOUN ajst-27321 163 24 , , PUNCT ajst-27321 163 25 and and CCONJ ajst-27321 163 26 mitigation mitigation NOUN ajst-27321 163 27 measures measure NOUN ajst-27321 163 28 . . PUNCT ajst-27321 164 1 international international ADJ ajst-27321 164 2 research research NOUN ajst-27321 164 3 on on ADP ajst-27321 164 4 drought drought NOUN ajst-27321 164 5 disasters disaster NOUN ajst-27321 164 6 demonstrates demonstrate VERB ajst-27321 164 7 a a DET ajst-27321 164 8 trend trend NOUN ajst-27321 164 9 toward toward ADP ajst-27321 164 10 diversification diversification NOUN ajst-27321 164 11 and and CCONJ ajst-27321 164 12 interdisciplinary interdisciplinary ADJ ajst-27321 164 13 integration integration NOUN ajst-27321 164 14 . . PUNCT ajst-27321 165 1 research research NOUN ajst-27321 165 2 priorities priority NOUN ajst-27321 165 3 have have AUX ajst-27321 165 4 gradually gradually ADV ajst-27321 165 5 shifted shift VERB ajst-27321 165 6 from from ADP ajst-27321 165 7 focusing focus VERB ajst-27321 165 8 solely solely ADV ajst-27321 165 9 on on ADP ajst-27321 165 10 precipitation precipitation NOUN ajst-27321 165 11 variables variable NOUN ajst-27321 165 12 to to ADP ajst-27321 165 13 comprehensive comprehensive ADJ ajst-27321 165 14 studies study NOUN ajst-27321 165 15 spanning span VERB ajst-27321 165 16 ecological ecological ADJ ajst-27321 165 17 environments environment NOUN ajst-27321 165 18 , , PUNCT ajst-27321 165 19 agricultural agricultural ADJ ajst-27321 165 20 production production NOUN ajst-27321 165 21 , , PUNCT ajst-27321 165 22 and and CCONJ ajst-27321 165 23 socioeconomic socioeconomic ADJ ajst-27321 165 24 factors factor NOUN ajst-27321 165 25 . . PUNCT ajst-27321 166 1 isolated isolated ADJ ajst-27321 166 2 drought drought NOUN ajst-27321 166 3 studies study NOUN ajst-27321 166 4 are be AUX ajst-27321 166 5 declining decline VERB ajst-27321 166 6 , , PUNCT ajst-27321 166 7 with with ADP ajst-27321 166 8 increasing increase VERB ajst-27321 166 9 emphasis emphasis NOUN ajst-27321 166 10 on on ADP ajst-27321 166 11 interdisciplinary interdisciplinary ADJ ajst-27321 166 12 collaboration collaboration NOUN ajst-27321 166 13 for for ADP ajst-27321 166 14 the the DET ajst-27321 166 15 integrated integrate VERB ajst-27321 166 16 management management NOUN ajst-27321 166 17 and and CCONJ ajst-27321 166 18 restoration restoration NOUN ajst-27321 166 19 of of ADP ajst-27321 166 20 natural natural ADJ ajst-27321 166 21 resources resource NOUN ajst-27321 166 22 . . PUNCT ajst-27321 167 1 a a DET ajst-27321 167 2 series series NOUN ajst-27321 167 3 of of ADP ajst-27321 167 4 international international ADJ ajst-27321 167 5 research research NOUN ajst-27321 167 6 programs program NOUN ajst-27321 167 7 , , PUNCT ajst-27321 167 8 including include VERB ajst-27321 167 9 the the DET ajst-27321 167 10 global global ADJ ajst-27321 167 11 energy energy NOUN ajst-27321 167 12 and and CCONJ ajst-27321 167 13 water water NOUN ajst-27321 167 14 cycle cycle NOUN ajst-27321 167 15 experiment experiment NOUN ajst-27321 167 16 ( ( PUNCT ajst-27321 167 17 gewex gewex PROPN ajst-27321 167 18 ) ) PUNCT ajst-27321 167 19 , , PUNCT ajst-27321 167 20 the the DET ajst-27321 167 21 climate climate NOUN ajst-27321 167 22 variability variability NOUN ajst-27321 167 23 and and CCONJ ajst-27321 167 24 predictability predictability NOUN ajst-27321 167 25 program program NOUN ajst-27321 167 26 ( ( PUNCT ajst-27321 167 27 clivar clivar NOUN ajst-27321 167 28 ) ) PUNCT ajst-27321 167 29 , , PUNCT ajst-27321 167 30 the the DET ajst-27321 167 31 global global ADJ ajst-27321 167 32 observing observe VERB ajst-27321 167 33 systems system NOUN ajst-27321 167 34 research research NOUN ajst-27321 167 35 and and CCONJ ajst-27321 167 36 predictability predictability NOUN ajst-27321 167 37 experiment experiment NOUN ajst-27321 167 38 ( ( PUNCT ajst-27321 167 39 thorpex thorpex PROPN ajst-27321 167 40 ) ) PUNCT ajst-27321 167 41 , , PUNCT ajst-27321 167 42 the the DET ajst-27321 167 43 international international ADJ ajst-27321 167 44 satellite satellite NOUN ajst-27321 167 45 cloud cloud PROPN ajst-27321 167 46 climatology climatology NOUN ajst-27321 167 47 project project NOUN ajst-27321 167 48 ( ( PUNCT ajst-27321 167 49 isccp isccp ADV ajst-27321 167 50 ) ) PUNCT ajst-27321 167 51 , , PUNCT ajst-27321 167 52 and and CCONJ ajst-27321 167 53 the the DET ajst-27321 167 54 integrated integrate VERB ajst-27321 167 55 risk risk NOUN ajst-27321 167 56 governance governance NOUN ajst-27321 167 57 project project NOUN ajst-27321 167 58 ( ( PUNCT ajst-27321 167 59 ihdp ihdp NOUN ajst-27321 167 60 - - PUNCT ajst-27321 167 61 irg irg NOUN ajst-27321 167 62 ) ) PUNCT ajst-27321 167 63 , , PUNCT ajst-27321 167 64 have have AUX ajst-27321 167 65 driven drive VERB ajst-27321 167 66 drought drought NOUN ajst-27321 167 67 disaster disaster NOUN ajst-27321 167 68 research research NOUN ajst-27321 167 69 toward toward ADP ajst-27321 167 70 new new ADJ ajst-27321 167 71 models model NOUN ajst-27321 167 72 emphasizing emphasize VERB ajst-27321 167 73 interdisciplinary interdisciplinary ADJ ajst-27321 167 74 integration integration NOUN ajst-27321 167 75 and and CCONJ ajst-27321 167 76 application application NOUN ajst-27321 167 77 - - PUNCT ajst-27321 167 78 oriented orient VERB ajst-27321 167 79 outcomes outcome NOUN ajst-27321 167 80 . . PUNCT ajst-27321 168 1 3.3.2 3.3.2 X ajst-27321 168 2 . . PUNCT ajst-27321 168 3 research research NOUN ajst-27321 168 4 themes theme NOUN ajst-27321 168 5 and and CCONJ ajst-27321 168 6 directions direction NOUN ajst-27321 168 7 . . PUNCT ajst-27321 169 1 the the DET ajst-27321 169 2 results result NOUN ajst-27321 169 3 of of ADP ajst-27321 169 4 keyword keyword NOUN ajst-27321 169 5 clustering cluster VERB ajst-27321 169 6 analysis analysis NOUN ajst-27321 169 7 show show VERB ajst-27321 169 8 a a DET ajst-27321 169 9 wellstructured wellstructured ADJ ajst-27321 169 10 clustering clustering ADJ ajst-27321 169 11 network network NOUN ajst-27321 169 12 , , PUNCT ajst-27321 169 13 with with ADP ajst-27321 169 14 a a DET ajst-27321 169 15 q q NOUN ajst-27321 169 16 value value NOUN ajst-27321 169 17 of of ADP ajst-27321 169 18 0.4027 0.4027 NUM ajst-27321 169 19 and and CCONJ ajst-27321 169 20 an an DET ajst-27321 169 21 s s NOUN ajst-27321 169 22 value value NOUN ajst-27321 169 23 of of ADP ajst-27321 169 24 0.7012 0.7012 NUM ajst-27321 169 25 , , PUNCT ajst-27321 169 26 indicating indicate VERB ajst-27321 169 27 high high ADJ ajst-27321 169 28 clustering clustering NOUN ajst-27321 169 29 reliability reliability NOUN ajst-27321 169 30 . . PUNCT ajst-27321 170 1 clusters cluster NOUN ajst-27321 170 2 with with ADP ajst-27321 170 3 smaller small ADJ ajst-27321 170 4 numbers number NOUN ajst-27321 170 5 exhibit exhibit VERB ajst-27321 170 6 higher high ADJ ajst-27321 170 7 homogeneity homogeneity NOUN ajst-27321 170 8 among among ADP ajst-27321 170 9 their their PRON ajst-27321 170 10 members member NOUN ajst-27321 170 11 , , PUNCT ajst-27321 170 12 reflecting reflect VERB ajst-27321 170 13 more more ADV ajst-27321 170 14 focused focused ADJ ajst-27321 170 15 research research NOUN ajst-27321 170 16 directions direction NOUN ajst-27321 170 17 . . PUNCT ajst-27321 171 1 cluster cluster NOUN ajst-27321 171 2 1 1 NUM ajst-27321 171 3 : : PUNCT ajst-27321 171 4 drought drought NOUN ajst-27321 171 5 vulnerability vulnerability NOUN ajst-27321 171 6 ; ; PUNCT ajst-27321 171 7 cluster cluster NOUN ajst-27321 171 8 2 2 NUM ajst-27321 171 9 : : PUNCT ajst-27321 171 10 remote remote ADJ ajst-27321 171 11 sensing sense VERB ajst-27321 171 12 studies study NOUN ajst-27321 171 13 ; ; PUNCT ajst-27321 171 14 cluster cluster NOUN ajst-27321 171 15 3 3 NUM ajst-27321 171 16 : : PUNCT ajst-27321 171 17 precipitation precipitation NOUN ajst-27321 171 18 studies study NOUN ajst-27321 171 19 ; ; PUNCT ajst-27321 171 20 cluster cluster NOUN ajst-27321 171 21 4 4 NUM ajst-27321 171 22 : : PUNCT ajst-27321 171 23 research research NOUN ajst-27321 171 24 related relate VERB ajst-27321 171 25 to to ADP ajst-27321 171 26 the the DET ajst-27321 171 27 el el PROPN ajst-27321 171 28 niΓ±o niΓ±o PROPN ajst-27321 171 29 – – PUNCT ajst-27321 171 30 southern southern ADJ ajst-27321 171 31 oscillation oscillation NOUN ajst-27321 171 32 ( ( PUNCT ajst-27321 171 33 enso enso PROPN ajst-27321 171 34 ) ) PUNCT ajst-27321 171 35 ; ; PUNCT ajst-27321 171 36 cluster cluster NOUN ajst-27321 171 37 5 5 NUM ajst-27321 171 38 : : PUNCT ajst-27321 171 39 machine machine NOUN ajst-27321 171 40 learning learning NOUN ajst-27321 171 41 , , PUNCT ajst-27321 171 42 risk risk NOUN ajst-27321 171 43 assessment assessment NOUN ajst-27321 171 44 , , PUNCT ajst-27321 171 45 and and CCONJ ajst-27321 171 46 drought drought NOUN ajst-27321 171 47 monitoring monitoring NOUN ajst-27321 171 48 and and CCONJ ajst-27321 171 49 prediction prediction NOUN ajst-27321 171 50 models model NOUN ajst-27321 171 51 ; ; PUNCT ajst-27321 171 52 cluster cluster NOUN ajst-27321 171 53 6 6 NUM ajst-27321 171 54 : : PUNCT ajst-27321 171 55 meteorological meteorological ADJ ajst-27321 171 56 drought drought NOUN ajst-27321 171 57 ; ; PUNCT ajst-27321 171 58 cluster cluster NOUN ajst-27321 171 59 7 7 NUM ajst-27321 171 60 : : PUNCT ajst-27321 171 61 analysis analysis NOUN ajst-27321 171 62 of of ADP ajst-27321 171 63 drought drought NOUN ajst-27321 171 64 impacts impact NOUN ajst-27321 171 65 ; ; PUNCT ajst-27321 171 66 cluster cluster NOUN ajst-27321 171 67 8 8 NUM ajst-27321 171 68 : : PUNCT ajst-27321 171 69 risk risk NOUN ajst-27321 171 70 assessment assessment NOUN ajst-27321 171 71 ; ; PUNCT ajst-27321 171 72 cluster cluster NOUN ajst-27321 171 73 9 9 NUM ajst-27321 171 74 : : PUNCT ajst-27321 171 75 impacts impact NOUN ajst-27321 171 76 of of ADP ajst-27321 171 77 climate climate NOUN ajst-27321 171 78 change change NOUN ajst-27321 171 79 . . PUNCT ajst-27321 172 1 the the DET ajst-27321 172 2 keyword keyword NOUN ajst-27321 172 3 density density NOUN ajst-27321 172 4 map map NOUN ajst-27321 172 5 ( ( PUNCT ajst-27321 172 6 figure figure NOUN ajst-27321 172 7 8) 8) NUM ajst-27321 172 8 highlights highlight NOUN ajst-27321 172 9 that that PRON ajst-27321 172 10 research research NOUN ajst-27321 172 11 hotspots hotspot NOUN ajst-27321 172 12 are be AUX ajst-27321 172 13 concentrated concentrate VERB ajst-27321 172 14 around around ADP ajst-27321 172 15 themes theme NOUN ajst-27321 172 16 such such ADJ ajst-27321 172 17 as as ADP ajst-27321 172 18 climate climate NOUN ajst-27321 172 19 change change NOUN ajst-27321 172 20 , , PUNCT ajst-27321 172 21 precipitation precipitation NOUN ajst-27321 172 22 , , PUNCT ajst-27321 172 23 drought drought NOUN ajst-27321 172 24 , , PUNCT ajst-27321 172 25 models model NOUN ajst-27321 172 26 , , PUNCT ajst-27321 172 27 and and CCONJ ajst-27321 172 28 temperature temperature NOUN ajst-27321 172 29 . . PUNCT ajst-27321 173 1 this this PRON ajst-27321 173 2 suggests suggest VERB ajst-27321 173 3 that that SCONJ ajst-27321 173 4 clusters cluster NOUN ajst-27321 173 5 with with ADP ajst-27321 173 6 smaller small ADJ ajst-27321 173 7 numbers number NOUN ajst-27321 173 8 ( ( PUNCT ajst-27321 173 9 e.g. e.g. ADV ajst-27321 173 10 , , PUNCT ajst-27321 173 11 cluster cluster NOUN ajst-27321 173 12 1 1 NUM ajst-27321 173 13 and and CCONJ ajst-27321 173 14 cluster cluster NOUN ajst-27321 173 15 3 3 NUM ajst-27321 173 16 ) ) PUNCT ajst-27321 173 17 represent represent VERB ajst-27321 173 18 the the DET ajst-27321 173 19 primary primary ADJ ajst-27321 173 20 research research NOUN ajst-27321 173 21 directions direction NOUN ajst-27321 173 22 currently currently ADV ajst-27321 173 23 emphasized emphasize VERB ajst-27321 173 24 by by ADP ajst-27321 173 25 scholars scholar NOUN ajst-27321 173 26 . . PUNCT ajst-27321 174 1 89 89 NUM ajst-27321 174 2 figure figure NOUN ajst-27321 174 3 7 7 NUM ajst-27321 174 4 . . PUNCT ajst-27321 174 5 density density NOUN ajst-27321 174 6 graph graph NOUN ajst-27321 174 7 drought drought NOUN ajst-27321 174 8 disaster disaster NOUN ajst-27321 174 9 keyword keyword NOUN ajst-27321 174 10 4 4 NUM ajst-27321 174 11 . . PUNCT ajst-27321 174 12 discussion discussion NOUN ajst-27321 174 13 in in ADP ajst-27321 174 14 reviewing review VERB ajst-27321 174 15 the the DET ajst-27321 174 16 literature literature NOUN ajst-27321 174 17 on on ADP ajst-27321 174 18 drought drought NOUN ajst-27321 174 19 disasters disaster NOUN ajst-27321 174 20 , , PUNCT ajst-27321 174 21 an an DET ajst-27321 174 22 analysis analysis NOUN ajst-27321 174 23 of of ADP ajst-27321 174 24 keyword keyword NOUN ajst-27321 174 25 frequency frequency NOUN ajst-27321 174 26 , , PUNCT ajst-27321 174 27 centrality centrality NOUN ajst-27321 174 28 , , PUNCT ajst-27321 174 29 and and CCONJ ajst-27321 174 30 burst burst ADJ ajst-27321 174 31 terms term NOUN ajst-27321 174 32 reveals reveal VERB ajst-27321 174 33 recent recent ADJ ajst-27321 174 34 research research NOUN ajst-27321 174 35 priorities priority NOUN ajst-27321 174 36 and and CCONJ ajst-27321 174 37 future future ADJ ajst-27321 174 38 development development NOUN ajst-27321 174 39 trends trend NOUN ajst-27321 174 40 in in ADP ajst-27321 174 41 this this DET ajst-27321 174 42 field field NOUN ajst-27321 174 43 . . PUNCT ajst-27321 175 1 4.1 4.1 NUM ajst-27321 175 2 . . PUNCT ajst-27321 175 3 agricultural agricultural ADJ ajst-27321 175 4 drought drought NOUN ajst-27321 175 5 and and CCONJ ajst-27321 175 6 its its PRON ajst-27321 175 7 impact impact NOUN ajst-27321 175 8 on on ADP ajst-27321 175 9 the the DET ajst-27321 175 10 sustainable sustainable ADJ ajst-27321 175 11 livelihoods livelihood NOUN ajst-27321 175 12 and and CCONJ ajst-27321 175 13 adaptive adaptive ADJ ajst-27321 175 14 capacity capacity NOUN ajst-27321 175 15 of of ADP ajst-27321 175 16 smallholder smallholder NOUN ajst-27321 175 17 farmers farmer NOUN ajst-27321 175 18 with with ADP ajst-27321 175 19 the the DET ajst-27321 175 20 intensification intensification NOUN ajst-27321 175 21 of of ADP ajst-27321 175 22 global global ADJ ajst-27321 175 23 warming warming NOUN ajst-27321 175 24 , , PUNCT ajst-27321 175 25 the the DET ajst-27321 175 26 frequency frequency NOUN ajst-27321 175 27 of of ADP ajst-27321 175 28 extreme extreme ADJ ajst-27321 175 29 climate climate NOUN ajst-27321 175 30 events event NOUN ajst-27321 175 31 and and CCONJ ajst-27321 175 32 droughts drought NOUN ajst-27321 175 33 continues continue VERB ajst-27321 175 34 to to PART ajst-27321 175 35 rise rise VERB ajst-27321 175 36 , , PUNCT ajst-27321 175 37 leading lead VERB ajst-27321 175 38 to to ADP ajst-27321 175 39 severe severe ADJ ajst-27321 175 40 agricultural agricultural ADJ ajst-27321 175 41 droughts drought NOUN ajst-27321 175 42 that that PRON ajst-27321 175 43 trigger trigger VERB ajst-27321 175 44 global global ADJ ajst-27321 175 45 food food NOUN ajst-27321 175 46 crises crisis NOUN ajst-27321 175 47 . . PUNCT ajst-27321 176 1 smallholder smallholder NOUN ajst-27321 176 2 farmers farmer NOUN ajst-27321 176 3 , , PUNCT ajst-27321 176 4 due due ADP ajst-27321 176 5 to to ADP ajst-27321 176 6 their their PRON ajst-27321 176 7 livelihood livelihood NOUN ajst-27321 176 8 vulnerability vulnerability NOUN ajst-27321 176 9 and and CCONJ ajst-27321 176 10 limited limited ADJ ajst-27321 176 11 adaptive adaptive ADJ ajst-27321 176 12 capacity capacity NOUN ajst-27321 176 13 , , PUNCT ajst-27321 176 14 are be AUX ajst-27321 176 15 among among ADP ajst-27321 176 16 the the DET ajst-27321 176 17 most most ADV ajst-27321 176 18 affected affected ADJ ajst-27321 176 19 groups group NOUN ajst-27321 176 20 [ [ X ajst-27321 176 21 43 43 NUM ajst-27321 176 22 , , PUNCT ajst-27321 176 23 44 44 NUM ajst-27321 176 24 ] ] PUNCT ajst-27321 176 25 . . PUNCT ajst-27321 177 1 however however ADV ajst-27321 177 2 , , PUNCT ajst-27321 177 3 research research NOUN ajst-27321 177 4 focusing focus VERB ajst-27321 177 5 on on ADP ajst-27321 177 6 the the DET ajst-27321 177 7 sustainable sustainable ADJ ajst-27321 177 8 livelihoods livelihood NOUN ajst-27321 177 9 and and CCONJ ajst-27321 177 10 adaptive adaptive ADJ ajst-27321 177 11 capacity capacity NOUN ajst-27321 177 12 of of ADP ajst-27321 177 13 smallholder smallholder NOUN ajst-27321 177 14 farmers farmer NOUN ajst-27321 177 15 remains remain VERB ajst-27321 177 16 scarce scarce ADJ ajst-27321 177 17 . . PUNCT ajst-27321 178 1 against against ADP ajst-27321 178 2 the the DET ajst-27321 178 3 backdrop backdrop NOUN ajst-27321 178 4 of of ADP ajst-27321 178 5 the the DET ajst-27321 178 6 united united PROPN ajst-27321 178 7 nations nations PROPN ajst-27321 178 8 sustainable sustainable ADJ ajst-27321 178 9 development development NOUN ajst-27321 178 10 goals goal NOUN ajst-27321 178 11 ( ( PUNCT ajst-27321 178 12 sdgs sdgs ADJ ajst-27321 178 13 ) ) PUNCT ajst-27321 178 14 , , PUNCT ajst-27321 178 15 it it PRON ajst-27321 178 16 is be AUX ajst-27321 178 17 imperative imperative ADJ ajst-27321 178 18 to to PART ajst-27321 178 19 promote promote VERB ajst-27321 178 20 sustainable sustainable ADJ ajst-27321 178 21 production production NOUN ajst-27321 178 22 models model NOUN ajst-27321 178 23 and and CCONJ ajst-27321 178 24 conduct conduct VERB ajst-27321 178 25 assessments assessment NOUN ajst-27321 178 26 of of ADP ajst-27321 178 27 smallholder smallholder NOUN ajst-27321 178 28 adaptive adaptive ADJ ajst-27321 178 29 capacities capacity NOUN ajst-27321 178 30 , , PUNCT ajst-27321 178 31 which which PRON ajst-27321 178 32 have have AUX ajst-27321 178 33 become become VERB ajst-27321 178 34 pressing press VERB ajst-27321 178 35 research research NOUN ajst-27321 178 36 topics topic NOUN ajst-27321 178 37 [ [ X ajst-27321 178 38 45 45 NUM ajst-27321 178 39 ] ] PUNCT ajst-27321 178 40 . . PUNCT ajst-27321 179 1 4.2 4.2 NUM ajst-27321 179 2 . . PUNCT ajst-27321 180 1 understanding understand VERB ajst-27321 180 2 compound compound NOUN ajst-27321 180 3 events event NOUN ajst-27321 180 4 and and CCONJ ajst-27321 180 5 addressing address VERB ajst-27321 180 6 climate climate NOUN ajst-27321 180 7 change change NOUN ajst-27321 180 8 and and CCONJ ajst-27321 180 9 its its PRON ajst-27321 180 10 impacts impact NOUN ajst-27321 180 11 climate climate NOUN ajst-27321 180 12 change change NOUN ajst-27321 180 13 has have AUX ajst-27321 180 14 increased increase VERB ajst-27321 180 15 the the DET ajst-27321 180 16 frequency frequency NOUN ajst-27321 180 17 and and CCONJ ajst-27321 180 18 magnitude magnitude NOUN ajst-27321 180 19 of of ADP ajst-27321 180 20 extreme extreme ADJ ajst-27321 180 21 disaster disaster NOUN ajst-27321 180 22 events event NOUN ajst-27321 180 23 , , PUNCT ajst-27321 180 24 such such ADJ ajst-27321 180 25 as as ADP ajst-27321 180 26 droughts drought NOUN ajst-27321 180 27 , , PUNCT ajst-27321 180 28 floods flood NOUN ajst-27321 180 29 , , PUNCT ajst-27321 180 30 and and CCONJ ajst-27321 180 31 wildfires wildfire VERB ajst-27321 180 32 , , PUNCT ajst-27321 180 33 which which PRON ajst-27321 180 34 often often ADV ajst-27321 180 35 arise arise VERB ajst-27321 180 36 from from ADP ajst-27321 180 37 the the DET ajst-27321 180 38 interaction interaction NOUN ajst-27321 180 39 of of ADP ajst-27321 180 40 multi multi ADJ ajst-27321 180 41 - - ADJ ajst-27321 180 42 scale scale ADJ ajst-27321 180 43 physical physical ADJ ajst-27321 180 44 processes process NOUN ajst-27321 180 45 to to PART ajst-27321 180 46 form form VERB ajst-27321 180 47 " " PUNCT ajst-27321 180 48 compound compound VERB ajst-27321 180 49 events event NOUN ajst-27321 180 50 . . PUNCT ajst-27321 180 51 " " PUNCT ajst-27321 181 1 traditional traditional ADJ ajst-27321 181 2 risk risk NOUN ajst-27321 181 3 assessment assessment NOUN ajst-27321 181 4 methods method NOUN ajst-27321 181 5 often often ADV ajst-27321 181 6 overlook overlook VERB ajst-27321 181 7 the the DET ajst-27321 181 8 spatiotemporal spatiotemporal ADJ ajst-27321 181 9 interactions interaction NOUN ajst-27321 181 10 between between ADP ajst-27321 181 11 such such ADJ ajst-27321 181 12 events event NOUN ajst-27321 181 13 , , PUNCT ajst-27321 181 14 potentially potentially ADV ajst-27321 181 15 underestimating underestimate VERB ajst-27321 181 16 the the DET ajst-27321 181 17 associated associated ADJ ajst-27321 181 18 risks[46 risks[46 NOUN ajst-27321 181 19 ] ] PUNCT ajst-27321 181 20 . . PUNCT ajst-27321 182 1 terrestrial terrestrial ADJ ajst-27321 182 2 water water NOUN ajst-27321 182 3 storage storage NOUN ajst-27321 182 4 ( ( PUNCT ajst-27321 182 5 tws tws PROPN ajst-27321 182 6 ) ) PUNCT ajst-27321 182 7 , , PUNCT ajst-27321 182 8 a a DET ajst-27321 182 9 crucial crucial ADJ ajst-27321 182 10 regulator regulator NOUN ajst-27321 182 11 of of ADP ajst-27321 182 12 the the DET ajst-27321 182 13 hydrological hydrological ADJ ajst-27321 182 14 cycle cycle NOUN ajst-27321 182 15 , , PUNCT ajst-27321 182 16 is be AUX ajst-27321 182 17 a a DET ajst-27321 182 18 key key ADJ ajst-27321 182 19 indicator indicator NOUN ajst-27321 182 20 in in ADP ajst-27321 182 21 drought drought NOUN ajst-27321 182 22 research research NOUN ajst-27321 182 23 [ [ X ajst-27321 182 24 47 47 NUM ajst-27321 182 25 ] ] PUNCT ajst-27321 182 26 . . PUNCT ajst-27321 183 1 programs program NOUN ajst-27321 183 2 like like ADP ajst-27321 183 3 grace grace NOUN ajst-27321 183 4 and and CCONJ ajst-27321 183 5 grace grace NOUN ajst-27321 183 6 - - PUNCT ajst-27321 183 7 fo fo NOUN ajst-27321 183 8 have have AUX ajst-27321 183 9 introduced introduce VERB ajst-27321 183 10 new new ADJ ajst-27321 183 11 methods method NOUN ajst-27321 183 12 for for ADP ajst-27321 183 13 measuring measure VERB ajst-27321 183 14 global global ADJ ajst-27321 183 15 tws tws PROPN ajst-27321 183 16 anomalies anomaly NOUN ajst-27321 183 17 . . PUNCT ajst-27321 184 1 studies study NOUN ajst-27321 184 2 indicate indicate VERB ajst-27321 184 3 that that SCONJ ajst-27321 184 4 climate climate NOUN ajst-27321 184 5 - - PUNCT ajst-27321 184 6 changeinduced changeinduce VERB ajst-27321 184 7 declines decline NOUN ajst-27321 184 8 in in ADP ajst-27321 184 9 tws tws PROPN ajst-27321 184 10 have have AUX ajst-27321 184 11 heightened heighten VERB ajst-27321 184 12 the the DET ajst-27321 184 13 risk risk NOUN ajst-27321 184 14 of of ADP ajst-27321 184 15 future future ADJ ajst-27321 184 16 droughts drought NOUN ajst-27321 184 17 [ [ X ajst-27321 184 18 46 46 NUM ajst-27321 184 19 ] ] PUNCT ajst-27321 184 20 . . PUNCT ajst-27321 185 1 moving move VERB ajst-27321 185 2 forward forward ADV ajst-27321 185 3 , , PUNCT ajst-27321 185 4 it it PRON ajst-27321 185 5 is be AUX ajst-27321 185 6 essential essential ADJ ajst-27321 185 7 to to PART ajst-27321 185 8 deepen deepen VERB ajst-27321 185 9 the the DET ajst-27321 185 10 study study NOUN ajst-27321 185 11 of of ADP ajst-27321 185 12 the the DET ajst-27321 185 13 mechanisms mechanism NOUN ajst-27321 185 14 behind behind ADP ajst-27321 185 15 compound compound NOUN ajst-27321 185 16 events event NOUN ajst-27321 185 17 , , PUNCT ajst-27321 185 18 enhance enhance VERB ajst-27321 185 19 quantitative quantitative ADJ ajst-27321 185 20 analyses analysis NOUN ajst-27321 185 21 of of ADP ajst-27321 185 22 extreme extreme ADJ ajst-27321 185 23 events event NOUN ajst-27321 185 24 driven drive VERB ajst-27321 185 25 by by ADP ajst-27321 185 26 multiple multiple ADJ ajst-27321 185 27 factors factor NOUN ajst-27321 185 28 , , PUNCT ajst-27321 185 29 and and CCONJ ajst-27321 185 30 explore explore VERB ajst-27321 185 31 new new ADJ ajst-27321 185 32 strategies strategy NOUN ajst-27321 185 33 to to PART ajst-27321 185 34 address address VERB ajst-27321 185 35 the the DET ajst-27321 185 36 complex complex ADJ ajst-27321 185 37 impacts impact NOUN ajst-27321 185 38 of of ADP ajst-27321 185 39 climate climate NOUN ajst-27321 185 40 change change NOUN ajst-27321 185 41 . . PUNCT ajst-27321 186 1 5 5 X ajst-27321 186 2 . . X ajst-27321 186 3 conclusion conclusion NOUN ajst-27321 186 4 based base VERB ajst-27321 186 5 on on ADP ajst-27321 186 6 a a DET ajst-27321 186 7 keyword keyword NOUN ajst-27321 186 8 co co NOUN ajst-27321 186 9 - - NOUN ajst-27321 186 10 occurrence occurrence ADJ ajst-27321 186 11 analysis analysis NOUN ajst-27321 186 12 of of ADP ajst-27321 186 13 literature literature NOUN ajst-27321 186 14 from from ADP ajst-27321 186 15 the the DET ajst-27321 186 16 wos wos NOUN ajst-27321 186 17 database database NOUN ajst-27321 186 18 , , PUNCT ajst-27321 186 19 this this DET ajst-27321 186 20 study study NOUN ajst-27321 186 21 examines examine VERB ajst-27321 186 22 the the DET ajst-27321 186 23 research research NOUN ajst-27321 186 24 progress progress NOUN ajst-27321 186 25 and and CCONJ ajst-27321 186 26 future future ADJ ajst-27321 186 27 trends trend NOUN ajst-27321 186 28 in in ADP ajst-27321 186 29 drought drought NOUN ajst-27321 186 30 disaster disaster NOUN ajst-27321 186 31 studies study NOUN ajst-27321 186 32 . . PUNCT ajst-27321 187 1 the the DET ajst-27321 187 2 findings finding NOUN ajst-27321 187 3 are be AUX ajst-27321 187 4 as as SCONJ ajst-27321 187 5 follows follow VERB ajst-27321 187 6 : : PUNCT ajst-27321 187 7 the the DET ajst-27321 187 8 fundamental fundamental ADJ ajst-27321 187 9 research research NOUN ajst-27321 187 10 areas area NOUN ajst-27321 187 11 of of ADP ajst-27321 187 12 drought drought NOUN ajst-27321 187 13 disasters disaster NOUN ajst-27321 187 14 are be AUX ajst-27321 187 15 concentrated concentrate VERB ajst-27321 187 16 on on ADP ajst-27321 187 17 scientific scientific ADJ ajst-27321 187 18 issues issue NOUN ajst-27321 187 19 such such ADJ ajst-27321 187 20 as as ADP ajst-27321 187 21 meteorological meteorological ADJ ajst-27321 187 22 disasters disaster NOUN ajst-27321 187 23 , , PUNCT ajst-27321 187 24 climate climate NOUN ajst-27321 187 25 change change NOUN ajst-27321 187 26 , , PUNCT ajst-27321 187 27 and and CCONJ ajst-27321 187 28 drought drought NOUN ajst-27321 187 29 . . PUNCT ajst-27321 188 1 from from ADP ajst-27321 188 2 1991 1991 NUM ajst-27321 188 3 to to ADP ajst-27321 188 4 2022 2022 NUM ajst-27321 188 5 , , PUNCT ajst-27321 188 6 the the DET ajst-27321 188 7 number number NOUN ajst-27321 188 8 of of ADP ajst-27321 188 9 publications publication NOUN ajst-27321 188 10 on on ADP ajst-27321 188 11 drought drought NOUN ajst-27321 188 12 disasters disaster NOUN ajst-27321 188 13 experienced experience VERB ajst-27321 188 14 four four NUM ajst-27321 188 15 distinct distinct ADJ ajst-27321 188 16 phases phase NOUN ajst-27321 188 17 : : PUNCT ajst-27321 188 18 steady steady ADJ ajst-27321 188 19 growth growth NOUN ajst-27321 188 20 , , PUNCT ajst-27321 188 21 stagnation stagnation NOUN ajst-27321 188 22 , , PUNCT ajst-27321 188 23 rapid rapid ADJ ajst-27321 188 24 growth growth NOUN ajst-27321 188 25 , , PUNCT ajst-27321 188 26 and and CCONJ ajst-27321 188 27 steady steady ADJ ajst-27321 188 28 decline decline NOUN ajst-27321 188 29 . . PUNCT ajst-27321 189 1 the the DET ajst-27321 189 2 nine nine NUM ajst-27321 189 3 key key ADJ ajst-27321 189 4 research research NOUN ajst-27321 189 5 directions direction NOUN ajst-27321 189 6 in in ADP ajst-27321 189 7 drought drought NOUN ajst-27321 189 8 disaster disaster NOUN ajst-27321 189 9 studies study NOUN ajst-27321 189 10 include include VERB ajst-27321 189 11 : : PUNCT ajst-27321 189 12 drought drought NOUN ajst-27321 189 13 vulnerability vulnerability NOUN ajst-27321 189 14 research research NOUN ajst-27321 189 15 , , PUNCT ajst-27321 189 16 remote remote ADJ ajst-27321 189 17 sensing sense VERB ajst-27321 189 18 studies study NOUN ajst-27321 189 19 , , PUNCT ajst-27321 189 20 precipitation precipitation NOUN ajst-27321 189 21 studies study NOUN ajst-27321 189 22 , , PUNCT ajst-27321 189 23 el el PROPN ajst-27321 189 24 niΓ±o niΓ±o PROPN ajst-27321 189 25 – – PUNCT ajst-27321 189 26 southern southern ADJ ajst-27321 189 27 oscillation oscillation NOUN ajst-27321 189 28 ( ( PUNCT ajst-27321 189 29 enso enso PROPN ajst-27321 189 30 ) ) PUNCT ajst-27321 189 31 research research NOUN ajst-27321 189 32 , , PUNCT ajst-27321 189 33 machine machine NOUN ajst-27321 189 34 learning learning NOUN ajst-27321 189 35 ( ( PUNCT ajst-27321 189 36 risk risk NOUN ajst-27321 189 37 assessment assessment NOUN ajst-27321 189 38 , , PUNCT ajst-27321 189 39 drought drought NOUN ajst-27321 189 40 monitoring monitoring NOUN ajst-27321 189 41 , , PUNCT ajst-27321 189 42 and and CCONJ ajst-27321 189 43 prediction prediction NOUN ajst-27321 189 44 ) ) PUNCT ajst-27321 189 45 model model NOUN ajst-27321 189 46 development development NOUN ajst-27321 189 47 , , PUNCT ajst-27321 189 48 meteorological meteorological ADJ ajst-27321 189 49 drought drought NOUN ajst-27321 189 50 studies study NOUN ajst-27321 189 51 , , PUNCT ajst-27321 189 52 drought drought NOUN ajst-27321 189 53 impact impact NOUN ajst-27321 189 54 analysis analysis NOUN ajst-27321 189 55 , , PUNCT ajst-27321 189 56 risk risk NOUN ajst-27321 189 57 assessment assessment NOUN ajst-27321 189 58 studies study NOUN ajst-27321 189 59 , , PUNCT ajst-27321 189 60 and and CCONJ ajst-27321 189 61 research research NOUN ajst-27321 189 62 on on ADP ajst-27321 189 63 climate climate NOUN ajst-27321 189 64 change change NOUN ajst-27321 189 65 and and CCONJ ajst-27321 189 66 its its PRON ajst-27321 189 67 impacts impact NOUN ajst-27321 189 68 . . PUNCT ajst-27321 190 1 the the DET ajst-27321 190 2 burst burst ADJ ajst-27321 190 3 terms term NOUN ajst-27321 190 4 and and CCONJ ajst-27321 190 5 their their PRON ajst-27321 190 6 associated associated ADJ ajst-27321 190 7 seven seven NUM ajst-27321 190 8 key key ADJ ajst-27321 190 9 phases phase NOUN ajst-27321 190 10 are be AUX ajst-27321 190 11 as as SCONJ ajst-27321 190 12 follows follow VERB ajst-27321 190 13 : : PUNCT ajst-27321 190 14 1995–2007 1995–2007 NUM ajst-27321 190 15 : : PUNCT ajst-27321 190 16 research research NOUN ajst-27321 190 17 on on ADP ajst-27321 190 18 the the DET ajst-27321 190 19 united united PROPN ajst-27321 190 20 states states PROPN ajst-27321 190 21 2011–2017 2011–2017 NUM ajst-27321 190 22 : : PUNCT ajst-27321 190 23 frontier frontier NOUN ajst-27321 190 24 research research NOUN ajst-27321 190 25 on on ADP ajst-27321 190 26 adaptive adaptive ADJ ajst-27321 190 27 capacity capacity NOUN ajst-27321 190 28 2012–2015 2012–2015 NUM ajst-27321 190 29 : : PUNCT ajst-27321 190 30 research research NOUN ajst-27321 190 31 on on ADP ajst-27321 190 32 the the DET ajst-27321 190 33 standardized standardized ADJ ajst-27321 190 34 precipitation precipitation NOUN ajst-27321 190 35 index index NOUN ajst-27321 190 36 ( ( PUNCT ajst-27321 190 37 spi spi PROPN ajst-27321 190 38 ) ) PUNCT ajst-27321 190 39 2015–2017 2015–2017 NUM ajst-27321 190 40 : : PUNCT ajst-27321 190 41 studies study NOUN ajst-27321 190 42 on on ADP ajst-27321 190 43 social social ADJ ajst-27321 190 44 vulnerability vulnerability NOUN ajst-27321 190 45 2016–2018 2016–2018 NOUN ajst-27321 190 46 : : PUNCT ajst-27321 190 47 research research NOUN ajst-27321 190 48 on on ADP ajst-27321 190 49 conceptual conceptual ADJ ajst-27321 190 50 frameworks framework NOUN ajst-27321 190 51 and and CCONJ ajst-27321 190 52 machine machine NOUN ajst-27321 190 53 learning learn VERB ajst-27321 190 54 model model NOUN ajst-27321 190 55 frameworks framework NOUN ajst-27321 190 56 2018–2019 2018–2019 NUM ajst-27321 190 57 : : PUNCT ajst-27321 190 58 studies study NOUN ajst-27321 190 59 on on ADP ajst-27321 190 60 streamflow streamflow NOUN ajst-27321 190 61 2018–2019 2018–2019 NUM ajst-27321 190 62 : : PUNCT ajst-27321 190 63 research research NOUN ajst-27321 190 64 on on ADP ajst-27321 190 65 the the DET ajst-27321 190 66 severity severity NOUN ajst-27321 190 67 of of ADP ajst-27321 190 68 extreme extreme ADJ ajst-27321 190 69 events event NOUN ajst-27321 190 70 a a DET ajst-27321 190 71 review review NOUN ajst-27321 190 72 of of ADP ajst-27321 190 73 recent recent ADJ ajst-27321 190 74 literature literature NOUN ajst-27321 190 75 on on ADP ajst-27321 190 76 drought drought NOUN ajst-27321 190 77 disasters disaster NOUN ajst-27321 190 78 highlights highlight VERB ajst-27321 190 79 two two NUM ajst-27321 190 80 major major ADJ ajst-27321 190 81 research research NOUN ajst-27321 190 82 focuses focus VERB ajst-27321 190 83 and and CCONJ ajst-27321 190 84 development development NOUN ajst-27321 190 85 trends trend NOUN ajst-27321 190 86 : : PUNCT ajst-27321 190 87 agricultural agricultural ADJ ajst-27321 190 88 drought drought NOUN ajst-27321 190 89 and and CCONJ ajst-27321 190 90 its its PRON ajst-27321 190 91 impacts impact NOUN ajst-27321 190 92 on on ADP ajst-27321 190 93 the the DET ajst-27321 190 94 sustainable sustainable ADJ ajst-27321 190 95 livelihoods livelihood NOUN ajst-27321 190 96 and and CCONJ ajst-27321 190 97 adaptive adaptive ADJ ajst-27321 190 98 capacities capacity NOUN ajst-27321 190 99 of of ADP ajst-27321 190 100 smallholder smallholder NOUN ajst-27321 190 101 farmers farmer NOUN ajst-27321 190 102 . . PUNCT ajst-27321 191 1 understanding understand VERB ajst-27321 191 2 compound compound NOUN ajst-27321 191 3 events event NOUN ajst-27321 191 4 and and CCONJ ajst-27321 191 5 addressing address VERB ajst-27321 191 6 climate climate NOUN ajst-27321 191 7 change change NOUN ajst-27321 191 8 and and CCONJ ajst-27321 191 9 its its PRON ajst-27321 191 10 impacts impact NOUN ajst-27321 191 11 . . PUNCT ajst-27321 192 1 90 90 NUM ajst-27321 192 2 6 6 NUM ajst-27321 192 3 . . PUNCT ajst-27321 192 4 conflicts conflict NOUN ajst-27321 192 5 of of ADP ajst-27321 192 6 interest interest NOUN ajst-27321 192 7 the the DET ajst-27321 192 8 authors author NOUN ajst-27321 192 9 declare declare VERB ajst-27321 192 10 that that SCONJ ajst-27321 192 11 they they PRON ajst-27321 192 12 have have VERB ajst-27321 192 13 no no DET ajst-27321 192 14 conflict conflict NOUN ajst-27321 192 15 of of ADP ajst-27321 192 16 interest interest NOUN ajst-27321 192 17 . . PUNCT ajst-27321 193 1 references reference NOUN ajst-27321 193 2 [ [ X ajst-27321 193 3 1 1 NUM ajst-27321 193 4 ] ] PUNCT ajst-27321 193 5 abel abel PROPN ajst-27321 193 6 , , PUNCT ajst-27321 193 7 g. g. PROPN ajst-27321 193 8 j. j. PROPN ajst-27321 193 9 , , PUNCT ajst-27321 193 10 brottrager brottrager NOUN ajst-27321 193 11 , , PUNCT ajst-27321 193 12 m. m. NOUN ajst-27321 193 13 , , PUNCT ajst-27321 193 14 cuaresma cuaresma PROPN ajst-27321 193 15 , , PUNCT ajst-27321 193 16 j. j. PROPN ajst-27321 193 17 c. c. PROPN ajst-27321 193 18 , , PUNCT ajst-27321 193 19 & & CCONJ ajst-27321 193 20 muttarak muttarak PROPN ajst-27321 193 21 , , PUNCT ajst-27321 193 22 r. r. PROPN ajst-27321 193 23 , , PUNCT ajst-27321 193 24 " " PUNCT ajst-27321 193 25 climate climate NOUN ajst-27321 193 26 , , PUNCT ajst-27321 193 27 conflict conflict NOUN ajst-27321 193 28 and and CCONJ ajst-27321 193 29 forced force VERB ajst-27321 193 30 migration migration NOUN ajst-27321 193 31 , , PUNCT ajst-27321 193 32 " " PUNCT ajst-27321 193 33 global global ADJ ajst-27321 193 34 environmental environmental ADJ ajst-27321 193 35 change change NOUN ajst-27321 193 36 , , PUNCT ajst-27321 193 37 vol vol NOUN ajst-27321 193 38 . . PROPN ajst-27321 193 39 54 54 NUM ajst-27321 193 40 , , PUNCT ajst-27321 193 41 pp pp ADJ ajst-27321 193 42 . . PUNCT ajst-27321 194 1 239 239 NUM ajst-27321 194 2 - - SYM ajst-27321 194 3 249 249 NUM ajst-27321 194 4 , , PUNCT ajst-27321 194 5 2019 2019 NUM ajst-27321 194 6 . . PUNCT ajst-27321 195 1 https://doi.org/10.1016/j.gloenvcha.2018.12.003 https://doi.org/10.1016/j.gloenvcha.2018.12.003 NUM ajst-27321 195 2 [ [ X ajst-27321 195 3 2 2 NUM ajst-27321 195 4 ] ] X ajst-27321 195 5 ahmad ahmad PROPN ajst-27321 195 6 , , PUNCT ajst-27321 195 7 m. m. NOUN ajst-27321 195 8 m. m. NOUN ajst-27321 195 9 , , PUNCT ajst-27321 195 10 yaseen yaseen PROPN ajst-27321 195 11 , , PUNCT ajst-27321 195 12 m. m. NOUN ajst-27321 195 13 , , PUNCT ajst-27321 195 14 & & CCONJ ajst-27321 195 15 saqib saqib PROPN ajst-27321 195 16 , , PUNCT ajst-27321 195 17 s. s. PROPN ajst-27321 195 18 e. e. PROPN ajst-27321 195 19 , , PUNCT ajst-27321 195 20 " " PUNCT ajst-27321 195 21 climate climate NOUN ajst-27321 195 22 change change NOUN ajst-27321 195 23 impacts impact NOUN ajst-27321 195 24 of of ADP ajst-27321 195 25 drought drought NOUN ajst-27321 195 26 on on ADP ajst-27321 195 27 the the DET ajst-27321 195 28 livelihood livelihood NOUN ajst-27321 195 29 of of ADP ajst-27321 195 30 dryland dryland NOUN ajst-27321 195 31 smallholders smallholder NOUN ajst-27321 195 32 : : PUNCT ajst-27321 195 33 implications implication NOUN ajst-27321 195 34 of of ADP ajst-27321 195 35 adaptation adaptation NOUN ajst-27321 195 36 challenges challenge NOUN ajst-27321 195 37 , , PUNCT ajst-27321 195 38 " " PUNCT ajst-27321 195 39 international international ADJ ajst-27321 195 40 journal journal NOUN ajst-27321 195 41 of of ADP ajst-27321 195 42 disaster disaster NOUN ajst-27321 195 43 risk risk NOUN ajst-27321 195 44 reduction reduction NOUN ajst-27321 195 45 , , PUNCT ajst-27321 195 46 vol vol NOUN ajst-27321 195 47 . . PROPN ajst-27321 195 48 80 80 NUM ajst-27321 195 49 , , PUNCT ajst-27321 195 50 article article NOUN ajst-27321 195 51 103210 103210 NUM ajst-27321 195 52 , , PUNCT ajst-27321 195 53 2022 2022 NUM ajst-27321 195 54 . . PUNCT ajst-27321 196 1 https://doi.org/10.1016/j.ijdrr.2022.103210 https://doi.org/10.1016/j.ijdrr.2022.103210 PROPN ajst-27321 196 2 [ [ X ajst-27321 196 3 3 3 NUM ajst-27321 196 4 ] ] X ajst-27321 196 5 ali ali PROPN ajst-27321 196 6 , , PUNCT ajst-27321 196 7 a. a. PROPN ajst-27321 196 8 , , PUNCT ajst-27321 196 9 & & CCONJ ajst-27321 196 10 erenstein erenstein PROPN ajst-27321 196 11 , , PUNCT ajst-27321 196 12 o. o. PROPN ajst-27321 196 13 , , PUNCT ajst-27321 196 14 " " PUNCT ajst-27321 196 15 assessing assess VERB ajst-27321 196 16 farmer farmer NOUN ajst-27321 196 17 use use NOUN ajst-27321 196 18 of of ADP ajst-27321 196 19 climate climate NOUN ajst-27321 196 20 change change NOUN ajst-27321 196 21 adaptation adaptation NOUN ajst-27321 196 22 practices practice NOUN ajst-27321 196 23 and and CCONJ ajst-27321 196 24 impacts impact NOUN ajst-27321 196 25 on on ADP ajst-27321 196 26 food food NOUN ajst-27321 196 27 security security NOUN ajst-27321 196 28 and and CCONJ ajst-27321 196 29 poverty poverty NOUN ajst-27321 196 30 in in ADP ajst-27321 196 31 pakistan pakistan PROPN ajst-27321 196 32 , , PUNCT ajst-27321 196 33 " " PUNCT ajst-27321 196 34 climate climate NOUN ajst-27321 196 35 risk risk NOUN ajst-27321 196 36 management management NOUN ajst-27321 196 37 , , PUNCT ajst-27321 196 38 vol vol NOUN ajst-27321 196 39 . . PROPN ajst-27321 196 40 16 16 NUM ajst-27321 196 41 , , PUNCT ajst-27321 196 42 pp pp ADJ ajst-27321 196 43 . . PUNCT ajst-27321 197 1 183 183 NUM ajst-27321 197 2 - - SYM ajst-27321 197 3 194 194 NUM ajst-27321 197 4 , , PUNCT ajst-27321 197 5 2017 2017 NUM ajst-27321 197 6 . . PUNCT ajst-27321 198 1 https://doi.org/10.1016/j.crm.2016.12.001 https://doi.org/10.1016/j.crm.2016.12.001 PROPN ajst-27321 199 1 [ [ X ajst-27321 199 2 4 4 NUM ajst-27321 199 3 ] ] X ajst-27321 199 4 antwi antwi ADJ ajst-27321 199 5 - - PUNCT ajst-27321 199 6 agyei agyei NOUN ajst-27321 199 7 , , PUNCT ajst-27321 199 8 p. p. NOUN ajst-27321 199 9 , , PUNCT ajst-27321 199 10 fraser fraser PROPN ajst-27321 199 11 , , PUNCT ajst-27321 199 12 e. e. PROPN ajst-27321 199 13 d. d. PROPN ajst-27321 199 14 g. g. PROPN ajst-27321 199 15 , , PUNCT ajst-27321 199 16 dougill dougill NOUN ajst-27321 199 17 , , PUNCT ajst-27321 199 18 a. a. PROPN ajst-27321 199 19 j. j. PROPN ajst-27321 199 20 , , PUNCT ajst-27321 199 21 stringer stringer PROPN ajst-27321 199 22 , , PUNCT ajst-27321 199 23 l. l. PROPN ajst-27321 199 24 c. c. PROPN ajst-27321 199 25 , , PUNCT ajst-27321 199 26 & & CCONJ ajst-27321 199 27 simelton simelton PROPN ajst-27321 199 28 , , PUNCT ajst-27321 199 29 e. e. PROPN ajst-27321 199 30 , , PUNCT ajst-27321 199 31 " " PUNCT ajst-27321 199 32 mapping map VERB ajst-27321 199 33 the the DET ajst-27321 199 34 vulnerability vulnerability NOUN ajst-27321 199 35 of of ADP ajst-27321 199 36 crop crop NOUN ajst-27321 199 37 production production NOUN ajst-27321 199 38 to to ADP ajst-27321 199 39 drought drought NOUN ajst-27321 199 40 in in ADP ajst-27321 199 41 ghana ghana PROPN ajst-27321 199 42 using use VERB ajst-27321 199 43 rainfall rainfall NOUN ajst-27321 199 44 , , PUNCT ajst-27321 199 45 yield yield NOUN ajst-27321 199 46 and and CCONJ ajst-27321 199 47 socioeconomic socioeconomic ADJ ajst-27321 199 48 data datum NOUN ajst-27321 199 49 , , PUNCT ajst-27321 199 50 " " PUNCT ajst-27321 199 51 applied apply VERB ajst-27321 199 52 geography geography NOUN ajst-27321 199 53 , , PUNCT ajst-27321 199 54 vol vol NOUN ajst-27321 199 55 . . PROPN ajst-27321 200 1 32 32 NUM ajst-27321 200 2 , , PUNCT ajst-27321 200 3 no no INTJ ajst-27321 200 4 . . NOUN ajst-27321 200 5 2 2 NUM ajst-27321 200 6 , , PUNCT ajst-27321 200 7 pp pp ADJ ajst-27321 200 8 . . PUNCT ajst-27321 201 1 324 324 NUM ajst-27321 201 2 - - SYM ajst-27321 201 3 334 334 NUM ajst-27321 201 4 , , PUNCT ajst-27321 201 5 2012 2012 NUM ajst-27321 201 6 . . PUNCT ajst-27321 202 1 https://doi.org/10.1016/j.apgeog.2011.06.010 https://doi.org/10.1016/j.apgeog.2011.06.010 NOUN ajst-27321 202 2 [ [ X ajst-27321 202 3 5 5 NUM ajst-27321 202 4 ] ] PUNCT ajst-27321 202 5 carrao carrao NOUN ajst-27321 202 6 , , PUNCT ajst-27321 202 7 h. h. PROPN ajst-27321 202 8 , , PUNCT ajst-27321 202 9 naumann naumann PROPN ajst-27321 202 10 , , PUNCT ajst-27321 202 11 g. g. PROPN ajst-27321 202 12 , , PUNCT ajst-27321 202 13 & & CCONJ ajst-27321 202 14 barbosa barbosa PROPN ajst-27321 202 15 , , PUNCT ajst-27321 202 16 p. p. PROPN ajst-27321 202 17 , , PUNCT ajst-27321 202 18 " " PUNCT ajst-27321 202 19 mapping map VERB ajst-27321 202 20 global global ADJ ajst-27321 202 21 patterns pattern NOUN ajst-27321 202 22 of of ADP ajst-27321 202 23 drought drought NOUN ajst-27321 202 24 risk risk NOUN ajst-27321 202 25 : : PUNCT ajst-27321 202 26 an an DET ajst-27321 202 27 empirical empirical ADJ ajst-27321 202 28 framework framework NOUN ajst-27321 202 29 based base VERB ajst-27321 202 30 on on ADP ajst-27321 202 31 subnational subnational ADJ ajst-27321 202 32 estimates estimate NOUN ajst-27321 202 33 of of ADP ajst-27321 202 34 hazard hazard NOUN ajst-27321 202 35 , , PUNCT ajst-27321 202 36 exposure exposure NOUN ajst-27321 202 37 and and CCONJ ajst-27321 202 38 vulnerability vulnerability NOUN ajst-27321 202 39 , , PUNCT ajst-27321 202 40 " " PUNCT ajst-27321 202 41 global global ADJ ajst-27321 202 42 environmental environmental ADJ ajst-27321 202 43 change change NOUN ajst-27321 202 44 , , PUNCT ajst-27321 202 45 vol vol NOUN ajst-27321 202 46 . . PROPN ajst-27321 202 47 39 39 NUM ajst-27321 202 48 , , PUNCT ajst-27321 202 49 pp pp ADJ ajst-27321 202 50 . . PUNCT ajst-27321 203 1 108 108 NUM ajst-27321 203 2 - - SYM ajst-27321 203 3 124 124 NUM ajst-27321 203 4 , , PUNCT ajst-27321 203 5 2016 2016 NUM ajst-27321 203 6 . . PUNCT ajst-27321 204 1 https://doi.org/10.1016/j.gloenvcha.2016.04.012 https://doi.org/10.1016/j.gloenvcha.2016.04.012 PROPN ajst-27321 204 2 [ [ X ajst-27321 204 3 6 6 NUM ajst-27321 204 4 ] ] X ajst-27321 204 5 chiang chiang PROPN ajst-27321 204 6 , , PUNCT ajst-27321 204 7 f. f. PROPN ajst-27321 204 8 , , PUNCT ajst-27321 204 9 mazdiyasni mazdiyasni NOUN ajst-27321 204 10 , , PUNCT ajst-27321 204 11 o. o. PROPN ajst-27321 204 12 , , PUNCT ajst-27321 204 13 & & CCONJ ajst-27321 204 14 aghakouchak aghakouchak PROPN ajst-27321 204 15 , , PUNCT ajst-27321 204 16 a. a. NOUN ajst-27321 204 17 , , PUNCT ajst-27321 204 18 " " PUNCT ajst-27321 204 19 evidence evidence NOUN ajst-27321 204 20 of of ADP ajst-27321 204 21 anthropogenic anthropogenic ADJ ajst-27321 204 22 impacts impact NOUN ajst-27321 204 23 on on ADP ajst-27321 204 24 global global ADJ ajst-27321 204 25 drought drought NOUN ajst-27321 204 26 frequency frequency NOUN ajst-27321 204 27 , , PUNCT ajst-27321 204 28 duration duration NOUN ajst-27321 204 29 , , PUNCT ajst-27321 204 30 and and CCONJ ajst-27321 204 31 intensity intensity NOUN ajst-27321 204 32 , , PUNCT ajst-27321 204 33 " " PUNCT ajst-27321 204 34 nature nature NOUN ajst-27321 204 35 communications communication NOUN ajst-27321 204 36 , , PUNCT ajst-27321 204 37 vol vol NOUN ajst-27321 204 38 . . PROPN ajst-27321 204 39 12 12 NUM ajst-27321 204 40 , , PUNCT ajst-27321 204 41 no no INTJ ajst-27321 204 42 . . NOUN ajst-27321 204 43 1 1 NUM ajst-27321 204 44 , , PUNCT ajst-27321 204 45 pp pp ADJ ajst-27321 204 46 . . PUNCT ajst-27321 204 47 110 110 NUM ajst-27321 204 48 , , PUNCT ajst-27321 204 49 2021 2021 NUM ajst-27321 204 50 . . PUNCT ajst-27321 205 1 https://doi.org/10.1038/s41467-021-22314-w https://doi.org/10.1038/s41467-021-22314-w NOUN ajst-27321 205 2 [ [ X ajst-27321 205 3 7 7 X ajst-27321 205 4 ] ] X ajst-27321 205 5 cook cook NOUN ajst-27321 205 6 , , PUNCT ajst-27321 205 7 b. b. PROPN ajst-27321 205 8 i. i. PROPN ajst-27321 205 9 , , PUNCT ajst-27321 205 10 mankin mankin PROPN ajst-27321 205 11 , , PUNCT ajst-27321 205 12 j. j. PROPN ajst-27321 205 13 s. s. PROPN ajst-27321 205 14 , , PUNCT ajst-27321 205 15 marvel marvel PROPN ajst-27321 205 16 , , PUNCT ajst-27321 205 17 k. k. PROPN ajst-27321 205 18 , , PUNCT ajst-27321 205 19 williams williams PROPN ajst-27321 205 20 , , PUNCT ajst-27321 205 21 a. a. PROPN ajst-27321 205 22 p. p. PROPN ajst-27321 205 23 , , PUNCT ajst-27321 205 24 smerdon smerdon PROPN ajst-27321 205 25 , , PUNCT ajst-27321 205 26 j. j. PROPN ajst-27321 205 27 e. e. PROPN ajst-27321 205 28 , , PUNCT ajst-27321 205 29 & & CCONJ ajst-27321 205 30 anchukaitis anchukaitis PROPN ajst-27321 205 31 , , PUNCT ajst-27321 205 32 k. k. PROPN ajst-27321 205 33 j. j. PROPN ajst-27321 205 34 , , PUNCT ajst-27321 205 35 " " PUNCT ajst-27321 205 36 twenty twenty NUM ajst-27321 205 37 - - PUNCT ajst-27321 205 38 first first ADJ ajst-27321 205 39 century century NOUN ajst-27321 205 40 drought drought NOUN ajst-27321 205 41 projections projection NOUN ajst-27321 205 42 in in ADP ajst-27321 205 43 the the DET ajst-27321 205 44 cmip6 cmip6 NOUN ajst-27321 205 45 forcing force VERB ajst-27321 205 46 scenarios scenario NOUN ajst-27321 205 47 , , PUNCT ajst-27321 205 48 " " PUNCT ajst-27321 205 49 earth earth NOUN ajst-27321 205 50 's 's PART ajst-27321 205 51 future future NOUN ajst-27321 205 52 , , PUNCT ajst-27321 205 53 vol vol NOUN ajst-27321 205 54 . . PROPN ajst-27321 205 55 8 8 NUM ajst-27321 205 56 , , PUNCT ajst-27321 205 57 no no INTJ ajst-27321 205 58 . . NOUN ajst-27321 205 59 6 6 NUM ajst-27321 205 60 , , PUNCT ajst-27321 205 61 article article NOUN ajst-27321 205 62 unsp unsp VERB ajst-27321 205 63 e2019ef001461 e2019ef001461 NOUN ajst-27321 205 64 , , PUNCT ajst-27321 205 65 2020 2020 NUM ajst-27321 205 66 . . PUNCT ajst-27321 206 1 https://doi.org/10.1029/2019ef001461 https://doi.org/10.1029/2019ef001461 PRON ajst-27321 206 2 [ [ X ajst-27321 206 3 8 8 NUM ajst-27321 206 4 ] ] PUNCT ajst-27321 206 5 cook cook NOUN ajst-27321 206 6 , , PUNCT ajst-27321 206 7 e. e. PROPN ajst-27321 206 8 r. r. PROPN ajst-27321 206 9 , , PUNCT ajst-27321 206 10 meko meko PROPN ajst-27321 206 11 , , PUNCT ajst-27321 206 12 d. d. PROPN ajst-27321 206 13 m. m. PROPN ajst-27321 206 14 , , PUNCT ajst-27321 206 15 stahle stahle NOUN ajst-27321 206 16 , , PUNCT ajst-27321 206 17 d. d. PROPN ajst-27321 206 18 w. w. PROPN ajst-27321 206 19 , , PUNCT ajst-27321 206 20 & & CCONJ ajst-27321 206 21 cleaveland cleaveland PROPN ajst-27321 206 22 , , PUNCT ajst-27321 206 23 m. m. PROPN ajst-27321 206 24 k. k. PROPN ajst-27321 206 25 , , PUNCT ajst-27321 206 26 " " PUNCT ajst-27321 206 27 drought drought NOUN ajst-27321 206 28 reconstructions reconstruction VERB ajst-27321 206 29 for for ADP ajst-27321 206 30 the the DET ajst-27321 206 31 continental continental PROPN ajst-27321 206 32 united united PROPN ajst-27321 206 33 states states PROPN ajst-27321 206 34 , , PUNCT ajst-27321 206 35 " " PUNCT ajst-27321 206 36 journal journal NOUN ajst-27321 206 37 of of ADP ajst-27321 206 38 climate climate NOUN ajst-27321 206 39 , , PUNCT ajst-27321 206 40 vol vol NOUN ajst-27321 206 41 . . PROPN ajst-27321 206 42 12 12 NUM ajst-27321 206 43 , , PUNCT ajst-27321 206 44 no no INTJ ajst-27321 206 45 . . NOUN ajst-27321 206 46 4 4 NUM ajst-27321 206 47 , , PUNCT ajst-27321 206 48 pp pp ADJ ajst-27321 206 49 . . PUNCT ajst-27321 207 1 1145 1145 NUM ajst-27321 207 2 - - SYM ajst-27321 207 3 1162 1162 NUM ajst-27321 207 4 , , PUNCT ajst-27321 207 5 1999 1999 NUM ajst-27321 207 6 . . PUNCT ajst-27321 208 1 https://doi.org/10.1175/15200442(1999)012<1145:drftcu>2.0.co;2 https://doi.org/10.1175/15200442(1999)012<1145:drftcu>2.0.co;2 NUM ajst-27321 209 1 [ [ X ajst-27321 209 2 9 9 NUM ajst-27321 209 3 ] ] X ajst-27321 209 4 dai dai PROPN ajst-27321 209 5 , , PUNCT ajst-27321 209 6 a. a. NOUN ajst-27321 209 7 , , PUNCT ajst-27321 209 8 " " PUNCT ajst-27321 209 9 drought drought NOUN ajst-27321 209 10 under under ADP ajst-27321 209 11 global global ADJ ajst-27321 209 12 warming warming NOUN ajst-27321 209 13 : : PUNCT ajst-27321 209 14 a a DET ajst-27321 209 15 review review NOUN ajst-27321 209 16 , , PUNCT ajst-27321 209 17 " " PUNCT ajst-27321 209 18 wiley wiley PROPN ajst-27321 209 19 interdisciplinary interdisciplinary ADJ ajst-27321 209 20 reviews review NOUN ajst-27321 209 21 : : PUNCT ajst-27321 209 22 climate climate NOUN ajst-27321 209 23 change change NOUN ajst-27321 209 24 , , PUNCT ajst-27321 209 25 vol vol NOUN ajst-27321 209 26 . . PROPN ajst-27321 209 27 2 2 NUM ajst-27321 209 28 , , PUNCT ajst-27321 209 29 no no INTJ ajst-27321 209 30 . . NOUN ajst-27321 209 31 1 1 NUM ajst-27321 209 32 , , PUNCT ajst-27321 209 33 pp pp ADJ ajst-27321 209 34 . . PUNCT ajst-27321 210 1 45 45 NUM ajst-27321 210 2 - - SYM ajst-27321 210 3 65 65 NUM ajst-27321 210 4 , , PUNCT ajst-27321 210 5 2011 2011 NUM ajst-27321 210 6 . . PUNCT ajst-27321 211 1 https://doi.org/10.1002/wcc.81 https://doi.org/10.1002/wcc.81 X ajst-27321 212 1 [ [ X ajst-27321 212 2 10 10 NUM ajst-27321 212 3 ] ] X ajst-27321 212 4 dunning dunning NOUN ajst-27321 212 5 , , PUNCT ajst-27321 212 6 t. t. PROPN ajst-27321 212 7 e. e. PROPN ajst-27321 212 8 , , PUNCT ajst-27321 212 9 " " PUNCT ajst-27321 212 10 accurate accurate ADJ ajst-27321 212 11 methods method NOUN ajst-27321 212 12 for for ADP ajst-27321 212 13 the the DET ajst-27321 212 14 statistics statistic NOUN ajst-27321 212 15 of of ADP ajst-27321 212 16 surprise surprise NOUN ajst-27321 212 17 and and CCONJ ajst-27321 212 18 coincidence coincidence NOUN ajst-27321 212 19 , , PUNCT ajst-27321 212 20 " " PUNCT ajst-27321 212 21 computational computational ADJ ajst-27321 212 22 linguistics linguistic NOUN ajst-27321 212 23 , , PUNCT ajst-27321 212 24 vol vol NOUN ajst-27321 212 25 . . PROPN ajst-27321 213 1 19 19 NUM ajst-27321 213 2 , , PUNCT ajst-27321 213 3 no no INTJ ajst-27321 213 4 . . NOUN ajst-27321 213 5 1 1 NUM ajst-27321 213 6 , , PUNCT ajst-27321 213 7 pp pp ADJ ajst-27321 213 8 . . PUNCT ajst-27321 214 1 61 61 NUM ajst-27321 214 2 - - SYM ajst-27321 214 3 74 74 NUM ajst-27321 214 4 , , PUNCT ajst-27321 214 5 1993 1993 NUM ajst-27321 214 6 . . PUNCT ajst-27321 215 1 [ [ X ajst-27321 215 2 11 11 NUM ajst-27321 215 3 ] ] SYM ajst-27321 215 4 egghe egghe NOUN ajst-27321 215 5 , , PUNCT ajst-27321 215 6 l. l. PROPN ajst-27321 215 7 , , PUNCT ajst-27321 215 8 " " PUNCT ajst-27321 215 9 theory theory NOUN ajst-27321 215 10 and and CCONJ ajst-27321 215 11 practise practise NOUN ajst-27321 215 12 of of ADP ajst-27321 215 13 the the DET ajst-27321 215 14 g g NOUN ajst-27321 215 15 - - PUNCT ajst-27321 215 16 index index NOUN ajst-27321 215 17 , , PUNCT ajst-27321 215 18 " " PUNCT ajst-27321 215 19 scientometrics scientometric NOUN ajst-27321 215 20 , , PUNCT ajst-27321 215 21 vol vol NOUN ajst-27321 215 22 . . PROPN ajst-27321 215 23 69 69 NUM ajst-27321 215 24 , , PUNCT ajst-27321 215 25 no no INTJ ajst-27321 215 26 . . NOUN ajst-27321 215 27 1 1 NUM ajst-27321 215 28 , , PUNCT ajst-27321 215 29 pp pp ADJ ajst-27321 215 30 . . PUNCT ajst-27321 216 1 131 131 NUM ajst-27321 216 2 - - SYM ajst-27321 216 3 152 152 NUM ajst-27321 216 4 , , PUNCT ajst-27321 216 5 2006 2006 NUM ajst-27321 216 6 . . PUNCT ajst-27321 217 1 https://doi.org/ https://doi.org/ VERB ajst-27321 217 2 10.1007 10.1007 NUM ajst-27321 217 3 / / SYM ajst-27321 217 4 s11192 s11192 NOUN ajst-27321 217 5 - - PUNCT ajst-27321 217 6 006 006 NUM ajst-27321 217 7 - - PUNCT ajst-27321 217 8 0144 0144 NUM ajst-27321 217 9 - - SYM ajst-27321 217 10 7 7 NUM ajst-27321 218 1 [ [ X ajst-27321 218 2 12 12 NUM ajst-27321 218 3 ] ] PUNCT ajst-27321 218 4 foody foody NOUN ajst-27321 218 5 , , PUNCT ajst-27321 218 6 g. g. PROPN ajst-27321 218 7 m. m. PROPN ajst-27321 218 8 , , PUNCT ajst-27321 218 9 " " PUNCT ajst-27321 218 10 remote remote ADJ ajst-27321 218 11 sensing sensing NOUN ajst-27321 218 12 of of ADP ajst-27321 218 13 tropical tropical ADJ ajst-27321 218 14 forest forest NOUN ajst-27321 218 15 environments environment NOUN ajst-27321 218 16 : : PUNCT ajst-27321 218 17 towards towards ADP ajst-27321 218 18 the the DET ajst-27321 218 19 monitoring monitoring NOUN ajst-27321 218 20 of of ADP ajst-27321 218 21 environmental environmental ADJ ajst-27321 218 22 resources resource NOUN ajst-27321 218 23 for for ADP ajst-27321 218 24 sustainable sustainable ADJ ajst-27321 218 25 development development NOUN ajst-27321 218 26 , , PUNCT ajst-27321 218 27 " " PUNCT ajst-27321 218 28 international international ADJ ajst-27321 218 29 journal journal NOUN ajst-27321 218 30 of of ADP ajst-27321 218 31 remote remote ADJ ajst-27321 218 32 sensing sensing NOUN ajst-27321 218 33 , , PUNCT ajst-27321 218 34 vol vol NOUN ajst-27321 218 35 . . PROPN ajst-27321 218 36 24 24 NUM ajst-27321 218 37 , , PUNCT ajst-27321 218 38 no no INTJ ajst-27321 218 39 . . NOUN ajst-27321 218 40 20 20 NUM ajst-27321 218 41 , , PUNCT ajst-27321 218 42 pp pp ADJ ajst-27321 218 43 . . PUNCT ajst-27321 218 44 4035 4035 NUM ajst-27321 218 45 - - SYM ajst-27321 218 46 4046 4046 NUM ajst-27321 218 47 , , PUNCT ajst-27321 218 48 2003 2003 NUM ajst-27321 218 49 . . PUNCT ajst-27321 219 1 https://doi.org/10.1080/0143116031000103853 https://doi.org/10.1080/0143116031000103853 NUM ajst-27321 220 1 [ [ X ajst-27321 220 2 13 13 NUM ajst-27321 220 3 ] ] SYM ajst-27321 220 4 han han PROPN ajst-27321 220 5 , , PUNCT ajst-27321 220 6 h. h. PROPN ajst-27321 220 7 z. z. PROPN ajst-27321 220 8 , , PUNCT ajst-27321 220 9 bai bai PROPN ajst-27321 220 10 , , PUNCT ajst-27321 220 11 j. j. PROPN ajst-27321 220 12 j. j. PROPN ajst-27321 220 13 , , PUNCT ajst-27321 220 14 yan yan PROPN ajst-27321 220 15 , , PUNCT ajst-27321 220 16 j. j. PROPN ajst-27321 220 17 w. w. PROPN ajst-27321 220 18 , , PUNCT ajst-27321 220 19 yang yang PROPN ajst-27321 220 20 , , PUNCT ajst-27321 220 21 h. h. PROPN ajst-27321 220 22 y. y. PROPN ajst-27321 220 23 , , PUNCT ajst-27321 220 24 & & CCONJ ajst-27321 220 25 ma ma PROPN ajst-27321 220 26 , , PUNCT ajst-27321 220 27 g. g. PROPN ajst-27321 220 28 , , PUNCT ajst-27321 220 29 " " PUNCT ajst-27321 220 30 a a DET ajst-27321 220 31 combined combined ADJ ajst-27321 220 32 drought drought NOUN ajst-27321 220 33 monitoring monitoring NOUN ajst-27321 220 34 index index NOUN ajst-27321 220 35 based base VERB ajst-27321 220 36 on on ADP ajst-27321 220 37 multi multi ADJ ajst-27321 220 38 - - ADJ ajst-27321 220 39 sensor sensor ADJ ajst-27321 220 40 remote remote ADJ ajst-27321 220 41 sensing sense VERB ajst-27321 220 42 data datum NOUN ajst-27321 220 43 and and CCONJ ajst-27321 220 44 machine machine NOUN ajst-27321 220 45 learning learning NOUN ajst-27321 220 46 , , PUNCT ajst-27321 220 47 " " PUNCT ajst-27321 220 48 geocarto geocarto PROPN ajst-27321 220 49 international international PROPN ajst-27321 220 50 , , PUNCT ajst-27321 220 51 vol vol NOUN ajst-27321 220 52 . . PROPN ajst-27321 220 53 36 36 NUM ajst-27321 220 54 , , PUNCT ajst-27321 220 55 no no INTJ ajst-27321 220 56 . . NOUN ajst-27321 220 57 10 10 NUM ajst-27321 220 58 , , PUNCT ajst-27321 220 59 pp pp ADJ ajst-27321 220 60 . . PUNCT ajst-27321 220 61 1161 1161 NUM ajst-27321 220 62 - - SYM ajst-27321 220 63 1177 1177 NUM ajst-27321 220 64 , , PUNCT ajst-27321 220 65 2021 2021 NUM ajst-27321 220 66 . . PUNCT ajst-27321 220 67 https://doi.org/10.1080/10106049.2019.1633423 https://doi.org/10.1080/10106049.2019.1633423 PUNCT ajst-27321 221 1 [ [ X ajst-27321 221 2 14 14 NUM ajst-27321 221 3 ] ] X ajst-27321 221 4 ji ji PROPN ajst-27321 221 5 , , PUNCT ajst-27321 221 6 l. l. PROPN ajst-27321 221 7 , , PUNCT ajst-27321 221 8 & & CCONJ ajst-27321 221 9 peters peters PROPN ajst-27321 221 10 , , PUNCT ajst-27321 221 11 a. a. PROPN ajst-27321 221 12 j. j. PROPN ajst-27321 221 13 , , PUNCT ajst-27321 221 14 " " PUNCT ajst-27321 221 15 assessing assess VERB ajst-27321 221 16 vegetation vegetation NOUN ajst-27321 221 17 response response NOUN ajst-27321 221 18 to to ADP ajst-27321 221 19 drought drought NOUN ajst-27321 221 20 in in ADP ajst-27321 221 21 the the DET ajst-27321 221 22 northern northern ADJ ajst-27321 221 23 great great ADJ ajst-27321 221 24 plains plain NOUN ajst-27321 221 25 using use VERB ajst-27321 221 26 vegetation vegetation NOUN ajst-27321 221 27 and and CCONJ ajst-27321 221 28 drought drought NOUN ajst-27321 221 29 indices index NOUN ajst-27321 221 30 , , PUNCT ajst-27321 221 31 " " PUNCT ajst-27321 221 32 remote remote ADJ ajst-27321 221 33 sensing sensing NOUN ajst-27321 221 34 of of ADP ajst-27321 221 35 environment environment NOUN ajst-27321 221 36 , , PUNCT ajst-27321 221 37 vol vol NOUN ajst-27321 221 38 . . PROPN ajst-27321 221 39 87 87 NUM ajst-27321 221 40 , , PUNCT ajst-27321 221 41 no no INTJ ajst-27321 221 42 . . NOUN ajst-27321 221 43 1 1 NUM ajst-27321 221 44 , , PUNCT ajst-27321 221 45 pp pp ADJ ajst-27321 221 46 . . PUNCT ajst-27321 221 47 85 85 NUM ajst-27321 221 48 - - SYM ajst-27321 221 49 98 98 NUM ajst-27321 221 50 , , PUNCT ajst-27321 221 51 2003 2003 NUM ajst-27321 221 52 . . PUNCT ajst-27321 222 1 https://doi.org/10.1016/s00344257(03)00174-3 https://doi.org/10.1016/s00344257(03)00174-3 NOUN ajst-27321 223 1 [ [ X ajst-27321 223 2 15 15 NUM ajst-27321 223 3 ] ] X ajst-27321 223 4 ji ji PROPN ajst-27321 223 5 , , PUNCT ajst-27321 223 6 t. t. PROPN ajst-27321 223 7 , , PUNCT ajst-27321 223 8 li li PROPN ajst-27321 223 9 , , PUNCT ajst-27321 223 10 g. g. PROPN ajst-27321 223 11 s. s. PROPN ajst-27321 223 12 , , PUNCT ajst-27321 223 13 yang yang PROPN ajst-27321 223 14 , , PUNCT ajst-27321 223 15 h. h. PROPN ajst-27321 223 16 , , PUNCT ajst-27321 223 17 liu liu PROPN ajst-27321 223 18 , , PUNCT ajst-27321 223 19 r. r. PROPN ajst-27321 223 20 , , PUNCT ajst-27321 223 21 & & CCONJ ajst-27321 223 22 he he PRON ajst-27321 223 23 , , PUNCT ajst-27321 223 24 t. t. PROPN ajst-27321 223 25 r. r. PROPN ajst-27321 223 26 , , PUNCT ajst-27321 223 27 " " PUNCT ajst-27321 223 28 comprehensive comprehensive ADJ ajst-27321 223 29 drought drought NOUN ajst-27321 223 30 index index NOUN ajst-27321 223 31 as as ADP ajst-27321 223 32 an an DET ajst-27321 223 33 indicator indicator NOUN ajst-27321 223 34 for for ADP ajst-27321 223 35 use use NOUN ajst-27321 223 36 in in ADP ajst-27321 223 37 drought drought NOUN ajst-27321 223 38 monitoring monitoring NOUN ajst-27321 223 39 integrating integrate VERB ajst-27321 223 40 multi multi ADJ ajst-27321 223 41 - - ADJ ajst-27321 223 42 source source NOUN ajst-27321 223 43 remote remote ADJ ajst-27321 223 44 sensing sense VERB ajst-27321 223 45 data datum NOUN ajst-27321 223 46 : : PUNCT ajst-27321 223 47 a a DET ajst-27321 223 48 case case NOUN ajst-27321 223 49 study study NOUN ajst-27321 223 50 covering cover VERB ajst-27321 223 51 the the DET ajst-27321 223 52 sichuan sichuan PROPN ajst-27321 223 53 - - PUNCT ajst-27321 223 54 chongqing chongqe VERB ajst-27321 223 55 region region NOUN ajst-27321 223 56 , , PUNCT ajst-27321 223 57 " " PUNCT ajst-27321 223 58 international international ADJ ajst-27321 223 59 journal journal NOUN ajst-27321 223 60 of of ADP ajst-27321 223 61 remote remote ADJ ajst-27321 223 62 sensing sensing NOUN ajst-27321 223 63 , , PUNCT ajst-27321 223 64 vol vol NOUN ajst-27321 223 65 . . PROPN ajst-27321 223 66 39 39 NUM ajst-27321 223 67 , , PUNCT ajst-27321 223 68 no no INTJ ajst-27321 223 69 . . NOUN ajst-27321 223 70 3 3 NUM ajst-27321 223 71 , , PUNCT ajst-27321 223 72 pp pp ADJ ajst-27321 223 73 . . PUNCT ajst-27321 224 1 786 786 NUM ajst-27321 224 2 - - SYM ajst-27321 224 3 809 809 NUM ajst-27321 224 4 , , PUNCT ajst-27321 224 5 2018 2018 NUM ajst-27321 224 6 . . PUNCT ajst-27321 225 1 https://doi.org/10.1080/01431161.2017.1392635 https://doi.org/10.1080/01431161.2017.1392635 PROPN ajst-27321 226 1 [ [ X ajst-27321 226 2 16 16 NUM ajst-27321 226 3 ] ] X ajst-27321 226 4 khanal khanal NOUN ajst-27321 226 5 , , PUNCT ajst-27321 226 6 u. u. PROPN ajst-27321 226 7 , , PUNCT ajst-27321 226 8 wilson wilson PROPN ajst-27321 226 9 , , PUNCT ajst-27321 226 10 c. c. PROPN ajst-27321 226 11 , , PUNCT ajst-27321 226 12 rahman rahman PROPN ajst-27321 226 13 , , PUNCT ajst-27321 226 14 s. s. PROPN ajst-27321 226 15 , , PUNCT ajst-27321 226 16 lee lee PROPN ajst-27321 226 17 , , PUNCT ajst-27321 226 18 b. b. PROPN ajst-27321 226 19 l. l. PROPN ajst-27321 226 20 , , PUNCT ajst-27321 226 21 & & CCONJ ajst-27321 226 22 hoang hoang PROPN ajst-27321 226 23 , , PUNCT ajst-27321 226 24 v. v. PROPN ajst-27321 226 25 n. n. NOUN ajst-27321 226 26 , , PUNCT ajst-27321 226 27 " " PUNCT ajst-27321 226 28 smallholder smallholder NOUN ajst-27321 226 29 farmers farmer NOUN ajst-27321 226 30 ' ' PART ajst-27321 226 31 adaptation adaptation NOUN ajst-27321 226 32 to to PART ajst-27321 226 33 climate climate NOUN ajst-27321 226 34 change change NOUN ajst-27321 226 35 and and CCONJ ajst-27321 226 36 its its PRON ajst-27321 226 37 potential potential ADJ ajst-27321 226 38 contribution contribution NOUN ajst-27321 226 39 to to ADP ajst-27321 226 40 un un PROPN ajst-27321 226 41 's 's PART ajst-27321 226 42 sustainable sustainable ADJ ajst-27321 226 43 development development NOUN ajst-27321 226 44 goals goal NOUN ajst-27321 226 45 of of ADP ajst-27321 226 46 zero zero NUM ajst-27321 226 47 hunger hunger NOUN ajst-27321 226 48 and and CCONJ ajst-27321 226 49 no no DET ajst-27321 226 50 poverty poverty NOUN ajst-27321 226 51 , , PUNCT ajst-27321 226 52 " " PUNCT ajst-27321 226 53 journal journal NOUN ajst-27321 226 54 of of ADP ajst-27321 226 55 cleaner clean ADJ ajst-27321 226 56 production production NOUN ajst-27321 226 57 , , PUNCT ajst-27321 226 58 vol vol NOUN ajst-27321 226 59 . . PROPN ajst-27321 226 60 281 281 NUM ajst-27321 226 61 , , PUNCT ajst-27321 226 62 article article NOUN ajst-27321 226 63 124999 124999 NUM ajst-27321 226 64 , , PUNCT ajst-27321 226 65 2021 2021 NUM ajst-27321 226 66 . . PUNCT ajst-27321 227 1 https://doi.org/10.1016/j.jclepro.2020.124999 https://doi.org/10.1016/j.jclepro.2020.124999 PROPN ajst-27321 227 2 [ [ X ajst-27321 227 3 17 17 NUM ajst-27321 227 4 ] ] X ajst-27321 227 5 landsea landsea NOUN ajst-27321 227 6 , , PUNCT ajst-27321 227 7 c. c. PROPN ajst-27321 227 8 w. w. PROPN ajst-27321 227 9 , , PUNCT ajst-27321 227 10 & & CCONJ ajst-27321 227 11 gray gray PROPN ajst-27321 227 12 , , PUNCT ajst-27321 227 13 w. w. PROPN ajst-27321 227 14 m. m. NOUN ajst-27321 227 15 , , PUNCT ajst-27321 227 16 " " PUNCT ajst-27321 227 17 the the DET ajst-27321 227 18 strong strong ADJ ajst-27321 227 19 association association NOUN ajst-27321 227 20 between between ADP ajst-27321 227 21 western western ADJ ajst-27321 227 22 sahelian sahelian ADJ ajst-27321 227 23 monsoon monsoon NOUN ajst-27321 227 24 rainfall rainfall NOUN ajst-27321 227 25 and and CCONJ ajst-27321 227 26 intense intense ADJ ajst-27321 227 27 atlantic atlantic ADJ ajst-27321 227 28 hurricanes hurricane NOUN ajst-27321 227 29 , , PUNCT ajst-27321 227 30 " " PUNCT ajst-27321 227 31 journal journal NOUN ajst-27321 227 32 of of ADP ajst-27321 227 33 climate climate NOUN ajst-27321 227 34 , , PUNCT ajst-27321 227 35 vol vol NOUN ajst-27321 227 36 . . PROPN ajst-27321 227 37 5 5 NUM ajst-27321 227 38 , , PUNCT ajst-27321 227 39 no no INTJ ajst-27321 227 40 . . NOUN ajst-27321 227 41 5 5 NUM ajst-27321 227 42 , , PUNCT ajst-27321 227 43 pp pp ADJ ajst-27321 227 44 . . PUNCT ajst-27321 227 45 435453 435453 NUM ajst-27321 227 46 , , PUNCT ajst-27321 227 47 1992 1992 NUM ajst-27321 227 48 . . PUNCT ajst-27321 228 1 https://doi.org/10.1175/15200442(1992)005<0435>2.0.co;2 https://doi.org/10.1175/15200442(1992)005<0435>2.0.co;2 NOUN ajst-27321 228 2 [ [ X ajst-27321 228 3 18 18 NUM ajst-27321 228 4 ] ] PUNCT ajst-27321 228 5 maggiori maggiori X ajst-27321 228 6 , , PUNCT ajst-27321 228 7 e. e. PROPN ajst-27321 228 8 , , PUNCT ajst-27321 228 9 tarabalka tarabalka PROPN ajst-27321 228 10 , , PUNCT ajst-27321 228 11 y. y. PROPN ajst-27321 228 12 , , PUNCT ajst-27321 228 13 charpiat charpiat PROPN ajst-27321 228 14 , , PUNCT ajst-27321 228 15 g. g. PROPN ajst-27321 228 16 , , PUNCT ajst-27321 228 17 & & CCONJ ajst-27321 228 18 alliez alliez PROPN ajst-27321 228 19 , , PUNCT ajst-27321 228 20 p. p. PROPN ajst-27321 228 21 , , PUNCT ajst-27321 228 22 " " PUNCT ajst-27321 228 23 convolutional convolutional ADJ ajst-27321 228 24 neural neural ADJ ajst-27321 228 25 networks network NOUN ajst-27321 228 26 for for ADP ajst-27321 228 27 large large ADJ ajst-27321 228 28 - - PUNCT ajst-27321 228 29 scale scale NOUN ajst-27321 228 30 remote remote NOUN ajst-27321 228 31 - - PUNCT ajst-27321 228 32 sensing sense VERB ajst-27321 228 33 image image NOUN ajst-27321 228 34 classification classification NOUN ajst-27321 228 35 , , PUNCT ajst-27321 228 36 " " PUNCT ajst-27321 228 37 ieee ieee NOUN ajst-27321 228 38 transactions transaction NOUN ajst-27321 228 39 on on ADP ajst-27321 228 40 geoscience geoscience NOUN ajst-27321 228 41 and and CCONJ ajst-27321 228 42 remote remote ADJ ajst-27321 228 43 sensing sensing NOUN ajst-27321 228 44 , , PUNCT ajst-27321 228 45 vol vol NOUN ajst-27321 228 46 . . PROPN ajst-27321 228 47 55 55 NUM ajst-27321 228 48 , , PUNCT ajst-27321 228 49 no no INTJ ajst-27321 228 50 . . NOUN ajst-27321 228 51 2 2 NUM ajst-27321 228 52 , , PUNCT ajst-27321 228 53 pp pp ADJ ajst-27321 228 54 . . PUNCT ajst-27321 229 1 645 645 NUM ajst-27321 229 2 - - SYM ajst-27321 229 3 657 657 NUM ajst-27321 229 4 , , PUNCT ajst-27321 229 5 2016 2016 NUM ajst-27321 229 6 . . PUNCT ajst-27321 230 1 https://doi.org/10.1109/tgrs.2016.2612821 https://doi.org/10.1109/tgrs.2016.2612821 NOUN ajst-27321 230 2 [ [ SYM ajst-27321 230 3 19 19 NUM ajst-27321 230 4 ] ] PUNCT ajst-27321 230 5 maru maru PROPN ajst-27321 230 6 , , PUNCT ajst-27321 230 7 h. h. PROPN ajst-27321 230 8 , , PUNCT ajst-27321 230 9 haileslassie haileslassie PROPN ajst-27321 230 10 , , PUNCT ajst-27321 230 11 a. a. NOUN ajst-27321 230 12 , , PUNCT ajst-27321 230 13 zeleke zeleke NOUN ajst-27321 230 14 , , PUNCT ajst-27321 230 15 t. t. PROPN ajst-27321 230 16 , , PUNCT ajst-27321 230 17 & & CCONJ ajst-27321 230 18 esayas esayas PROPN ajst-27321 230 19 , , PUNCT ajst-27321 230 20 b. b. PROPN ajst-27321 230 21 , , PUNCT ajst-27321 230 22 " " PUNCT ajst-27321 230 23 analysis analysis NOUN ajst-27321 230 24 of of ADP ajst-27321 230 25 smallholders smallholder NOUN ajst-27321 230 26 ' ' PART ajst-27321 230 27 livelihood livelihood NOUN ajst-27321 230 28 vulnerability vulnerability NOUN ajst-27321 230 29 to to ADP ajst-27321 230 30 drought drought NOUN ajst-27321 230 31 across across ADP ajst-27321 230 32 agroecology agroecology NOUN ajst-27321 230 33 and and CCONJ ajst-27321 230 34 farm farm NOUN ajst-27321 230 35 typology typology NOUN ajst-27321 230 36 in in ADP ajst-27321 230 37 the the DET ajst-27321 230 38 upper upper ADJ ajst-27321 230 39 awash awash NOUN ajst-27321 230 40 subbasin subbasin NOUN ajst-27321 230 41 , , PUNCT ajst-27321 230 42 ethiopia ethiopia PROPN ajst-27321 230 43 , , PUNCT ajst-27321 230 44 " " PUNCT ajst-27321 230 45 sustainability sustainability NOUN ajst-27321 230 46 , , PUNCT ajst-27321 230 47 vol vol NOUN ajst-27321 230 48 . . PROPN ajst-27321 230 49 13 13 NUM ajst-27321 230 50 , , PUNCT ajst-27321 230 51 no no INTJ ajst-27321 230 52 . . NOUN ajst-27321 230 53 17 17 NUM ajst-27321 230 54 , , PUNCT ajst-27321 230 55 article article NOUN ajst-27321 230 56 9764 9764 NUM ajst-27321 230 57 , , PUNCT ajst-27321 230 58 2021 2021 NUM ajst-27321 230 59 . . PUNCT ajst-27321 231 1 https://doi.org/10.3390/su13179764 https://doi.org/10.3390/su13179764 PRON ajst-27321 232 1 [ [ X ajst-27321 232 2 20 20 NUM ajst-27321 232 3 ] ] X ajst-27321 232 4 marx marx PROPN ajst-27321 232 5 , , PUNCT ajst-27321 232 6 a. a. PROPN ajst-27321 232 7 , , PUNCT ajst-27321 232 8 kumar kumar PROPN ajst-27321 232 9 , , PUNCT ajst-27321 232 10 r. r. PROPN ajst-27321 232 11 , , PUNCT ajst-27321 232 12 thober thober PROPN ajst-27321 232 13 , , PUNCT ajst-27321 232 14 s. s. PROPN ajst-27321 232 15 , , PUNCT ajst-27321 232 16 rakovec rakovec ADJ ajst-27321 232 17 , , PUNCT ajst-27321 232 18 o. o. INTJ ajst-27321 232 19 , , PUNCT ajst-27321 232 20 wanders wander NOUN ajst-27321 232 21 , , PUNCT ajst-27321 232 22 n. n. NOUN ajst-27321 232 23 , , PUNCT ajst-27321 232 24 zink zink NOUN ajst-27321 232 25 , , PUNCT ajst-27321 232 26 m. m. NOUN ajst-27321 232 27 , , PUNCT ajst-27321 232 28 wood wood PROPN ajst-27321 232 29 , , PUNCT ajst-27321 232 30 e. e. PROPN ajst-27321 232 31 f. f. PROPN ajst-27321 232 32 , , PUNCT ajst-27321 232 33 pan pan PROPN ajst-27321 232 34 , , PUNCT ajst-27321 232 35 m. m. NOUN ajst-27321 232 36 , , PUNCT ajst-27321 232 37 sheffield sheffield PROPN ajst-27321 232 38 , , PUNCT ajst-27321 232 39 j. j. PROPN ajst-27321 232 40 , , PUNCT ajst-27321 232 41 & & CCONJ ajst-27321 232 42 samaniego samaniego PROPN ajst-27321 232 43 , , PUNCT ajst-27321 232 44 l. l. PROPN ajst-27321 232 45 , , PUNCT ajst-27321 232 46 " " PUNCT ajst-27321 232 47 climate climate NOUN ajst-27321 232 48 change change NOUN ajst-27321 232 49 alters alter VERB ajst-27321 232 50 low low ADJ ajst-27321 232 51 flows flow NOUN ajst-27321 232 52 in in ADP ajst-27321 232 53 europe europe PROPN ajst-27321 232 54 under under ADP ajst-27321 232 55 global global ADJ ajst-27321 232 56 warming warming NOUN ajst-27321 232 57 of of ADP ajst-27321 232 58 1.5 1.5 NUM ajst-27321 232 59 , , PUNCT ajst-27321 232 60 2 2 NUM ajst-27321 232 61 , , PUNCT ajst-27321 232 62 and and CCONJ ajst-27321 232 63 3 3 NUM ajst-27321 232 64 degrees degree NOUN ajst-27321 232 65 c c NOUN ajst-27321 232 66 , , PUNCT ajst-27321 232 67 " " PUNCT ajst-27321 232 68 hydrology hydrology NOUN ajst-27321 232 69 and and CCONJ ajst-27321 232 70 earth earth NOUN ajst-27321 232 71 system system NOUN ajst-27321 232 72 sciences science NOUN ajst-27321 232 73 , , PUNCT ajst-27321 232 74 vol vol NOUN ajst-27321 232 75 . . PROPN ajst-27321 233 1 22 22 NUM ajst-27321 233 2 , , PUNCT ajst-27321 233 3 no no INTJ ajst-27321 233 4 . . NOUN ajst-27321 233 5 2 2 NUM ajst-27321 233 6 , , PUNCT ajst-27321 233 7 pp pp ADJ ajst-27321 233 8 . . PUNCT ajst-27321 234 1 1017 1017 NUM ajst-27321 234 2 - - SYM ajst-27321 234 3 1032 1032 NUM ajst-27321 234 4 , , PUNCT ajst-27321 234 5 2018 2018 NUM ajst-27321 234 6 . . PUNCT ajst-27321 235 1 https://doi.org/10.5194/hess-22-1017-2018 https://doi.org/10.5194/hess-22-1017-2018 NOUN ajst-27321 236 1 [ [ X ajst-27321 236 2 21 21 NUM ajst-27321 236 3 ] ] SYM ajst-27321 236 4 mccarthy mccarthy PROPN ajst-27321 236 5 , , PUNCT ajst-27321 236 6 j. j. PROPN ajst-27321 236 7 j. j. PROPN ajst-27321 236 8 , , PUNCT ajst-27321 236 9 canziani canziani PROPN ajst-27321 236 10 , , PUNCT ajst-27321 236 11 o. o. PROPN ajst-27321 236 12 f. f. PROPN ajst-27321 236 13 , , PUNCT ajst-27321 236 14 leary leary PROPN ajst-27321 236 15 , , PUNCT ajst-27321 236 16 n. n. PROPN ajst-27321 236 17 a. a. PROPN ajst-27321 236 18 , , PUNCT ajst-27321 236 19 dokken dokken PROPN ajst-27321 236 20 , , PUNCT ajst-27321 236 21 d. d. PROPN ajst-27321 236 22 j. j. PROPN ajst-27321 236 23 , , PUNCT ajst-27321 236 24 & & CCONJ ajst-27321 236 25 white white PROPN ajst-27321 236 26 , , PUNCT ajst-27321 236 27 k. k. PROPN ajst-27321 236 28 s. s. PROPN ajst-27321 236 29 , , PUNCT ajst-27321 236 30 climate climate NOUN ajst-27321 236 31 change change NOUN ajst-27321 236 32 2001 2001 NUM ajst-27321 236 33 : : PUNCT ajst-27321 236 34 impacts impact NOUN ajst-27321 236 35 , , PUNCT ajst-27321 236 36 adaptation adaptation NOUN ajst-27321 236 37 , , PUNCT ajst-27321 236 38 and and CCONJ ajst-27321 236 39 vulnerability vulnerability NOUN ajst-27321 236 40 : : PUNCT ajst-27321 236 41 contribution contribution NOUN ajst-27321 236 42 of of ADP ajst-27321 236 43 working working PROPN ajst-27321 236 44 group group PROPN ajst-27321 236 45 ii ii PROPN ajst-27321 236 46 to to ADP ajst-27321 236 47 the the DET ajst-27321 236 48 third third ADJ ajst-27321 236 49 assessment assessment NOUN ajst-27321 236 50 report report NOUN ajst-27321 236 51 of of ADP ajst-27321 236 52 the the DET ajst-27321 236 53 intergovernmental intergovernmental ADJ ajst-27321 236 54 panel panel NOUN ajst-27321 236 55 on on ADP ajst-27321 236 56 climate climate NOUN ajst-27321 236 57 change change NOUN ajst-27321 236 58 ( ( PUNCT ajst-27321 236 59 vol vol NOUN ajst-27321 236 60 . . NOUN ajst-27321 236 61 2 2 NUM ajst-27321 236 62 ) ) PUNCT ajst-27321 236 63 , , PUNCT ajst-27321 236 64 cambridge cambridge PROPN ajst-27321 236 65 university university PROPN ajst-27321 236 66 press press NOUN ajst-27321 236 67 , , PUNCT ajst-27321 236 68 2001 2001 NUM ajst-27321 236 69 . . PUNCT ajst-27321 237 1 [ [ X ajst-27321 237 2 22 22 NUM ajst-27321 237 3 ] ] X ajst-27321 237 4 mckee mckee NOUN ajst-27321 237 5 , , PUNCT ajst-27321 237 6 t. t. PROPN ajst-27321 237 7 b. b. PROPN ajst-27321 237 8 , , PUNCT ajst-27321 237 9 doesken doesken VERB ajst-27321 237 10 , , PUNCT ajst-27321 237 11 n. n. PROPN ajst-27321 237 12 j. j. PROPN ajst-27321 237 13 , , PUNCT ajst-27321 237 14 & & CCONJ ajst-27321 237 15 kleist kleist PROPN ajst-27321 237 16 , , PUNCT ajst-27321 237 17 j. j. PROPN ajst-27321 237 18 , , PUNCT ajst-27321 237 19 " " PUNCT ajst-27321 237 20 the the DET ajst-27321 237 21 relationship relationship NOUN ajst-27321 237 22 of of ADP ajst-27321 237 23 drought drought NOUN ajst-27321 237 24 frequency frequency NOUN ajst-27321 237 25 and and CCONJ ajst-27321 237 26 duration duration NOUN ajst-27321 237 27 to to ADP ajst-27321 237 28 time time NOUN ajst-27321 237 29 scales scale NOUN ajst-27321 237 30 , , PUNCT ajst-27321 237 31 " " PUNCT ajst-27321 237 32 proceedings proceeding NOUN ajst-27321 237 33 of of ADP ajst-27321 237 34 the the DET ajst-27321 237 35 8th 8th ADJ ajst-27321 237 36 conference conference NOUN ajst-27321 237 37 on on ADP ajst-27321 237 38 applied apply VERB ajst-27321 237 39 climatology climatology NOUN ajst-27321 237 40 , , PUNCT ajst-27321 237 41 pp pp ADP ajst-27321 237 42 . . PUNCT ajst-27321 238 1 179 179 NUM ajst-27321 238 2 - - SYM ajst-27321 238 3 184 184 NUM ajst-27321 238 4 , , PUNCT ajst-27321 238 5 1993 1993 NUM ajst-27321 238 6 . . PUNCT ajst-27321 239 1 [ [ X ajst-27321 239 2 23 23 NUM ajst-27321 239 3 ] ] X ajst-27321 239 4 meng meng PROPN ajst-27321 239 5 , , PUNCT ajst-27321 239 6 e. e. PROPN ajst-27321 239 7 h. h. PROPN ajst-27321 239 8 , , PUNCT ajst-27321 239 9 huang huang PROPN ajst-27321 239 10 , , PUNCT ajst-27321 239 11 s. s. PROPN ajst-27321 239 12 z. z. PROPN ajst-27321 239 13 , , PUNCT ajst-27321 239 14 huang huang PROPN ajst-27321 239 15 , , PUNCT ajst-27321 239 16 q. q. PROPN ajst-27321 239 17 , , PUNCT ajst-27321 239 18 fang fang PROPN ajst-27321 239 19 , , PUNCT ajst-27321 239 20 w. w. PROPN ajst-27321 239 21 , , PUNCT ajst-27321 239 22 wu wu PROPN ajst-27321 239 23 , , PUNCT ajst-27321 239 24 l. l. PROPN ajst-27321 239 25 z. z. PROPN ajst-27321 239 26 , , PUNCT ajst-27321 239 27 & & CCONJ ajst-27321 239 28 wang wang PROPN ajst-27321 239 29 , , PUNCT ajst-27321 239 30 l. l. PROPN ajst-27321 239 31 , , PUNCT ajst-27321 239 32 " " PUNCT ajst-27321 239 33 a a DET ajst-27321 239 34 robust robust ADJ ajst-27321 239 35 method method NOUN ajst-27321 239 36 for for ADP ajst-27321 239 37 non non ADJ ajst-27321 239 38 - - ADJ ajst-27321 239 39 stationary stationary ADJ ajst-27321 239 40 streamflow streamflow NOUN ajst-27321 239 41 prediction prediction NOUN ajst-27321 239 42 based base VERB ajst-27321 239 43 on on ADP ajst-27321 239 44 improved improved ADJ ajst-27321 239 45 emd emd PROPN ajst-27321 239 46 - - PUNCT ajst-27321 239 47 svm svm PROPN ajst-27321 239 48 model model NOUN ajst-27321 239 49 , , PUNCT ajst-27321 239 50 " " PUNCT ajst-27321 239 51 journal journal NOUN ajst-27321 239 52 of of ADP ajst-27321 239 53 hydrology hydrology NOUN ajst-27321 239 54 , , PUNCT ajst-27321 239 55 vol vol NOUN ajst-27321 239 56 . . PROPN ajst-27321 239 57 568 568 NUM ajst-27321 239 58 , , PUNCT ajst-27321 239 59 pp pp ADJ ajst-27321 239 60 . . PUNCT ajst-27321 240 1 462 462 NUM ajst-27321 240 2 - - SYM ajst-27321 240 3 478 478 NUM ajst-27321 240 4 , , PUNCT ajst-27321 240 5 2019 2019 NUM ajst-27321 240 6 . . PUNCT ajst-27321 241 1 https://doi.org/10.1016/j.jhydrol.2018.11.015 https://doi.org/10.1016/j.jhydrol.2018.11.015 NOUN ajst-27321 242 1 [ [ X ajst-27321 242 2 24 24 NUM ajst-27321 242 3 ] ] SYM ajst-27321 242 4 meza meza PROPN ajst-27321 242 5 , , PUNCT ajst-27321 242 6 i. i. PROPN ajst-27321 242 7 , , PUNCT ajst-27321 242 8 siebert siebert PROPN ajst-27321 242 9 , , PUNCT ajst-27321 242 10 s. s. PROPN ajst-27321 242 11 , , PUNCT ajst-27321 242 12 doll doll PROPN ajst-27321 242 13 , , PUNCT ajst-27321 242 14 p. p. NOUN ajst-27321 242 15 , , PUNCT ajst-27321 242 16 kusche kusche PROPN ajst-27321 242 17 , , PUNCT ajst-27321 242 18 j. j. PROPN ajst-27321 242 19 , , PUNCT ajst-27321 242 20 herbert herbert PROPN ajst-27321 242 21 , , PUNCT ajst-27321 242 22 c. c. PROPN ajst-27321 242 23 , , PUNCT ajst-27321 242 24 rezaei rezaei PROPN ajst-27321 242 25 , , PUNCT ajst-27321 242 26 e. e. PROPN ajst-27321 242 27 e. e. PROPN ajst-27321 242 28 , , PUNCT ajst-27321 242 29 nouri nouri PROPN ajst-27321 242 30 , , PUNCT ajst-27321 242 31 h. h. PROPN ajst-27321 242 32 , , PUNCT ajst-27321 242 33 gerdener gerdener NOUN ajst-27321 242 34 , , PUNCT ajst-27321 242 35 h. h. PROPN ajst-27321 242 36 , , PUNCT ajst-27321 242 37 popat popat PROPN ajst-27321 242 38 , , PUNCT ajst-27321 242 39 e. e. PROPN ajst-27321 242 40 , , PUNCT ajst-27321 242 41 frischen frischen PROPN ajst-27321 242 42 , , PUNCT ajst-27321 242 43 j. j. PROPN ajst-27321 242 44 , , PUNCT ajst-27321 242 45 naumann naumann PROPN ajst-27321 242 46 , , PUNCT ajst-27321 242 47 g. g. PROPN ajst-27321 242 48 , , PUNCT ajst-27321 242 49 vogt vogt PROPN ajst-27321 242 50 , , PUNCT ajst-27321 242 51 j. j. PROPN ajst-27321 242 52 v. v. PROPN ajst-27321 242 53 , , PUNCT ajst-27321 242 54 walz walz PROPN ajst-27321 242 55 , , PUNCT ajst-27321 242 56 y. y. PROPN ajst-27321 242 57 , , PUNCT ajst-27321 242 58 sebesvari sebesvari PROPN ajst-27321 242 59 , , PUNCT ajst-27321 242 60 z. z. PROPN ajst-27321 242 61 , , PUNCT ajst-27321 242 62 & & CCONJ ajst-27321 242 63 hagenlocher hagenlocher PROPN ajst-27321 242 64 , , PUNCT ajst-27321 242 65 m. m. NOUN ajst-27321 242 66 , , PUNCT ajst-27321 242 67 " " PUNCT ajst-27321 242 68 global global ADJ ajst-27321 242 69 - - PUNCT ajst-27321 242 70 scale scale NOUN ajst-27321 242 71 drought drought NOUN ajst-27321 242 72 risk risk NOUN ajst-27321 242 73 assessment assessment NOUN ajst-27321 242 74 for for ADP ajst-27321 242 75 agricultural agricultural ADJ ajst-27321 242 76 systems system NOUN ajst-27321 242 77 , , PUNCT ajst-27321 242 78 " " PUNCT ajst-27321 242 79 natural natural ADJ ajst-27321 242 80 hazards hazard NOUN ajst-27321 242 81 and and CCONJ ajst-27321 242 82 earth earth NOUN ajst-27321 242 83 system system NOUN ajst-27321 242 84 sciences science NOUN ajst-27321 242 85 , , PUNCT ajst-27321 242 86 vol vol NOUN ajst-27321 242 87 . . PROPN ajst-27321 242 88 20 20 NUM ajst-27321 242 89 , , PUNCT ajst-27321 242 90 no no INTJ ajst-27321 242 91 . . NOUN ajst-27321 242 92 2 2 NUM ajst-27321 242 93 , , PUNCT ajst-27321 242 94 pp pp ADJ ajst-27321 242 95 . . PUNCT ajst-27321 243 1 695 695 NUM ajst-27321 243 2 - - SYM ajst-27321 243 3 712 712 NUM ajst-27321 243 4 , , PUNCT ajst-27321 243 5 2020 2020 NUM ajst-27321 243 6 . . PUNCT ajst-27321 244 1 https://doi.org/10.5194/nhess-20695-2020 https://doi.org/10.5194/nhess-20695-2020 PROPN ajst-27321 245 1 [ [ X ajst-27321 245 2 25 25 NUM ajst-27321 245 3 ] ] PUNCT ajst-27321 245 4 mortreux mortreux PROPN ajst-27321 245 5 , , PUNCT ajst-27321 245 6 c. c. PROPN ajst-27321 245 7 , , PUNCT ajst-27321 245 8 & & CCONJ ajst-27321 245 9 barnett barnett PROPN ajst-27321 245 10 , , PUNCT ajst-27321 245 11 j. j. PROPN ajst-27321 245 12 , , PUNCT ajst-27321 245 13 " " PUNCT ajst-27321 245 14 adaptive adaptive ADJ ajst-27321 245 15 capacity capacity NOUN ajst-27321 245 16 : : PUNCT ajst-27321 245 17 exploring explore VERB ajst-27321 245 18 the the DET ajst-27321 245 19 research research NOUN ajst-27321 245 20 frontier frontier NOUN ajst-27321 245 21 , , PUNCT ajst-27321 245 22 " " PUNCT ajst-27321 245 23 wiley wiley PROPN ajst-27321 245 24 interdisciplinary interdisciplinary ADJ ajst-27321 245 25 reviews review NOUN ajst-27321 245 26 : : PUNCT ajst-27321 245 27 climate climate NOUN ajst-27321 245 28 change change NOUN ajst-27321 245 29 , , PUNCT ajst-27321 245 30 vol vol NOUN ajst-27321 245 31 . . PROPN ajst-27321 245 32 8 8 NUM ajst-27321 245 33 , , PUNCT ajst-27321 245 34 no no INTJ ajst-27321 245 35 . . NOUN ajst-27321 245 36 4 4 NUM ajst-27321 245 37 , , PUNCT ajst-27321 245 38 article article NOUN ajst-27321 245 39 e467 e467 NUM ajst-27321 245 40 , , PUNCT ajst-27321 245 41 2017 2017 NUM ajst-27321 245 42 . . PUNCT ajst-27321 246 1 https://doi.org/10.1002/wcc.467 https://doi.org/10.1002/wcc.467 PROPN ajst-27321 246 2 [ [ X ajst-27321 246 3 26 26 NUM ajst-27321 246 4 ] ] SYM ajst-27321 246 5 mou mou PROPN ajst-27321 246 6 , , PUNCT ajst-27321 246 7 l. l. PROPN ajst-27321 246 8 , , PUNCT ajst-27321 246 9 ghamisi ghamisi PROPN ajst-27321 246 10 , , PUNCT ajst-27321 246 11 p. p. PROPN ajst-27321 246 12 , , PUNCT ajst-27321 246 13 & & CCONJ ajst-27321 246 14 zhu zhu PROPN ajst-27321 246 15 , , PUNCT ajst-27321 246 16 x. x. PROPN ajst-27321 246 17 x. x. PROPN ajst-27321 246 18 , , PUNCT ajst-27321 246 19 " " PUNCT ajst-27321 246 20 deep deep ADJ ajst-27321 246 21 recurrent recurrent ADJ ajst-27321 246 22 neural neural ADJ ajst-27321 246 23 networks network NOUN ajst-27321 246 24 for for ADP ajst-27321 246 25 hyperspectral hyperspectral ADJ ajst-27321 246 26 image image NOUN ajst-27321 246 27 classification classification NOUN ajst-27321 246 28 , , PUNCT ajst-27321 246 29 " " PUNCT ajst-27321 246 30 ieee ieee NOUN ajst-27321 246 31 transactions transaction NOUN ajst-27321 246 32 on on ADP ajst-27321 246 33 geoscience geoscience NOUN ajst-27321 246 34 and and CCONJ ajst-27321 246 35 remote remote ADJ ajst-27321 246 36 sensing sensing NOUN ajst-27321 246 37 , , PUNCT ajst-27321 246 38 vol vol NOUN ajst-27321 246 39 . . PROPN ajst-27321 247 1 55 55 NUM ajst-27321 247 2 , , PUNCT ajst-27321 247 3 no no INTJ ajst-27321 247 4 . . NOUN ajst-27321 247 5 7 7 NUM ajst-27321 247 6 , , PUNCT ajst-27321 247 7 pp pp ADJ ajst-27321 247 8 . . PUNCT ajst-27321 248 1 3639 3639 NUM ajst-27321 248 2 - - SYM ajst-27321 248 3 3655 3655 NUM ajst-27321 248 4 , , PUNCT ajst-27321 248 5 2017 2017 NUM ajst-27321 248 6 . . PUNCT ajst-27321 249 1 https://doi.org/10.1109/tgrs.2016.2636241 https://doi.org/10.1109/tgrs.2016.2636241 PROPN ajst-27321 249 2 [ [ X ajst-27321 249 3 27 27 NUM ajst-27321 249 4 ] ] X ajst-27321 249 5 padma padma NOUN ajst-27321 249 6 , , PUNCT ajst-27321 249 7 t. t. PROPN ajst-27321 249 8 v. v. PROPN ajst-27321 249 9 , , PUNCT ajst-27321 249 10 " " PUNCT ajst-27321 249 11 african african ADJ ajst-27321 249 12 nations nation NOUN ajst-27321 249 13 push push VERB ajst-27321 249 14 un un PROPN ajst-27321 249 15 to to PART ajst-27321 249 16 improve improve VERB ajst-27321 249 17 drought drought NOUN ajst-27321 249 18 research research NOUN ajst-27321 249 19 , , PUNCT ajst-27321 249 20 " " PUNCT ajst-27321 249 21 nature nature NOUN ajst-27321 249 22 , , PUNCT ajst-27321 249 23 vol vol NOUN ajst-27321 249 24 . . PROPN ajst-27321 250 1 573 573 NUM ajst-27321 250 2 , , PUNCT ajst-27321 250 3 no no INTJ ajst-27321 250 4 . . NOUN ajst-27321 250 5 7774 7774 NUM ajst-27321 250 6 , , PUNCT ajst-27321 250 7 pp pp ADV ajst-27321 250 8 . . PUNCT ajst-27321 251 1 333 333 NUM ajst-27321 251 2 - - SYM ajst-27321 251 3 334 334 NUM ajst-27321 251 4 , , PUNCT ajst-27321 251 5 2019 2019 NUM ajst-27321 251 6 . . PUNCT ajst-27321 252 1 91 91 NUM ajst-27321 252 2 https://link.gale.com/apps/doc/a599946705/aone?u=anon~ https://link.gale.com/apps/doc/a599946705/aone?u=anon~ ADJ ajst-27321 252 3 474f9122&sid 474f9122&sid NOUN ajst-27321 252 4 = = SYM ajst-27321 252 5 googlescholar&xid googlescholar&xid NOUN ajst-27321 252 6 = = ADJ ajst-27321 252 7 d2f8a9b4 d2f8a9b4 NOUN ajst-27321 252 8 [ [ X ajst-27321 252 9 28 28 NUM ajst-27321 252 10 ] ] X ajst-27321 252 11 pena pena PROPN ajst-27321 252 12 - - PUNCT ajst-27321 252 13 gallardo gallardo PROPN ajst-27321 252 14 , , PUNCT ajst-27321 252 15 m. m. NOUN ajst-27321 252 16 , , PUNCT ajst-27321 252 17 vicente vicente NOUN ajst-27321 252 18 - - PUNCT ajst-27321 252 19 serrano serrano PROPN ajst-27321 252 20 , , PUNCT ajst-27321 252 21 s. s. PROPN ajst-27321 252 22 m. m. PROPN ajst-27321 252 23 , , PUNCT ajst-27321 252 24 hannaford hannaford PROPN ajst-27321 252 25 , , PUNCT ajst-27321 252 26 j. j. PROPN ajst-27321 252 27 , , PUNCT ajst-27321 252 28 lorenzo lorenzo NOUN ajst-27321 252 29 - - PUNCT ajst-27321 252 30 lacruz lacruz NOUN ajst-27321 252 31 , , PUNCT ajst-27321 252 32 j. j. PROPN ajst-27321 252 33 , , PUNCT ajst-27321 252 34 svoboda svoboda PROPN ajst-27321 252 35 , , PUNCT ajst-27321 252 36 m. m. NOUN ajst-27321 252 37 , , PUNCT ajst-27321 252 38 dominguez dominguez PROPN ajst-27321 252 39 - - PUNCT ajst-27321 252 40 castro castro PROPN ajst-27321 252 41 , , PUNCT ajst-27321 252 42 f. f. PROPN ajst-27321 252 43 , , PUNCT ajst-27321 252 44 maneta maneta PROPN ajst-27321 252 45 , , PUNCT ajst-27321 252 46 m. m. NOUN ajst-27321 252 47 , , PUNCT ajst-27321 252 48 tomas tomas PROPN ajst-27321 252 49 - - PUNCT ajst-27321 252 50 burguera burguera NOUN ajst-27321 252 51 , , PUNCT ajst-27321 252 52 m. m. NOUN ajst-27321 252 53 , , PUNCT ajst-27321 252 54 & & CCONJ ajst-27321 252 55 el el PROPN ajst-27321 252 56 kenawy kenawy PROPN ajst-27321 252 57 , , PUNCT ajst-27321 252 58 a. a. NOUN ajst-27321 252 59 , , PUNCT ajst-27321 252 60 " " PUNCT ajst-27321 252 61 complex complex ADJ ajst-27321 252 62 influences influence NOUN ajst-27321 252 63 of of ADP ajst-27321 252 64 meteorological meteorological ADJ ajst-27321 252 65 drought drought NOUN ajst-27321 252 66 time time NOUN ajst-27321 252 67 - - PUNCT ajst-27321 252 68 scales scale NOUN ajst-27321 252 69 on on ADP ajst-27321 252 70 hydrological hydrological ADJ ajst-27321 252 71 droughts drought NOUN ajst-27321 252 72 in in ADP ajst-27321 252 73 natural natural ADJ ajst-27321 252 74 basins basin NOUN ajst-27321 252 75 of of ADP ajst-27321 252 76 the the DET ajst-27321 252 77 contiguous contiguous ADJ ajst-27321 252 78 united united ADJ ajst-27321 252 79 states state NOUN ajst-27321 252 80 , , PUNCT ajst-27321 252 81 " " PUNCT ajst-27321 252 82 journal journal NOUN ajst-27321 252 83 of of ADP ajst-27321 252 84 hydrology hydrology NOUN ajst-27321 252 85 , , PUNCT ajst-27321 252 86 vol vol NOUN ajst-27321 252 87 . . PROPN ajst-27321 252 88 568 568 NUM ajst-27321 252 89 , , PUNCT ajst-27321 252 90 pp pp ADJ ajst-27321 252 91 . . PUNCT ajst-27321 253 1 611 611 NUM ajst-27321 253 2 - - SYM ajst-27321 253 3 625 625 NUM ajst-27321 253 4 , , PUNCT ajst-27321 253 5 2019 2019 NUM ajst-27321 253 6 . . PUNCT ajst-27321 254 1 https://doi.org/10.1016/j.jhydrol.2018.11.026 https://doi.org/10.1016/j.jhydrol.2018.11.026 PRON ajst-27321 254 2 [ [ X ajst-27321 254 3 29 29 NUM ajst-27321 254 4 ] ] PUNCT ajst-27321 254 5 rhee rhee NOUN ajst-27321 254 6 , , PUNCT ajst-27321 254 7 j. j. PROPN ajst-27321 254 8 , , PUNCT ajst-27321 254 9 & & CCONJ ajst-27321 254 10 i i PROPN ajst-27321 254 11 m m PROPN ajst-27321 254 12 , , PUNCT ajst-27321 254 13 j. j. PROPN ajst-27321 254 14 , , PUNCT ajst-27321 254 15 " " PUNCT ajst-27321 254 16 meteorological meteorological ADJ ajst-27321 254 17 drought drought NOUN ajst-27321 254 18 forecasting forecasting NOUN ajst-27321 254 19 for for ADP ajst-27321 254 20 ungauged ungauged ADJ ajst-27321 254 21 areas area NOUN ajst-27321 254 22 based base VERB ajst-27321 254 23 on on ADP ajst-27321 254 24 machine machine NOUN ajst-27321 254 25 learning learning NOUN ajst-27321 254 26 : : PUNCT ajst-27321 254 27 using use VERB ajst-27321 254 28 long long ADJ ajst-27321 254 29 - - PUNCT ajst-27321 254 30 range range NOUN ajst-27321 254 31 climate climate NOUN ajst-27321 254 32 forecast forecast NOUN ajst-27321 254 33 and and CCONJ ajst-27321 254 34 remote remote ADJ ajst-27321 254 35 sensing sense VERB ajst-27321 254 36 data datum NOUN ajst-27321 254 37 , , PUNCT ajst-27321 254 38 " " PUNCT ajst-27321 254 39 agricultural agricultural ADJ ajst-27321 254 40 and and CCONJ ajst-27321 254 41 forest forest NOUN ajst-27321 254 42 meteorology meteorology NOUN ajst-27321 254 43 , , PUNCT ajst-27321 254 44 vol vol NOUN ajst-27321 254 45 . . PROPN ajst-27321 254 46 237 237 NUM ajst-27321 254 47 , , PUNCT ajst-27321 254 48 pp pp ADJ ajst-27321 254 49 . . PUNCT ajst-27321 255 1 105 105 NUM ajst-27321 255 2 - - SYM ajst-27321 255 3 122 122 NUM ajst-27321 255 4 , , PUNCT ajst-27321 255 5 2017 2017 NUM ajst-27321 255 6 . . PUNCT ajst-27321 256 1 https://doi.org/10.1016/j.agrformet.2017.02.011 https://doi.org/10.1016/j.agrformet.2017.02.011 ADJ ajst-27321 257 1 [ [ X ajst-27321 257 2 30 30 NUM ajst-27321 257 3 ] ] X ajst-27321 257 4 riahi riahi NOUN ajst-27321 257 5 , , PUNCT ajst-27321 257 6 k. k. PROPN ajst-27321 257 7 , , PUNCT ajst-27321 257 8 van van PROPN ajst-27321 257 9 vuuren vuuren PROPN ajst-27321 257 10 , , PUNCT ajst-27321 257 11 d. d. PROPN ajst-27321 257 12 p. p. PROPN ajst-27321 257 13 , , PUNCT ajst-27321 257 14 kriegler kriegler PROPN ajst-27321 257 15 , , PUNCT ajst-27321 257 16 e. e. PROPN ajst-27321 257 17 , , PUNCT ajst-27321 257 18 edmonds edmonds PROPN ajst-27321 257 19 , , PUNCT ajst-27321 257 20 j. j. PROPN ajst-27321 257 21 , , PUNCT ajst-27321 257 22 o’neill o’neill PROPN ajst-27321 257 23 , , PUNCT ajst-27321 257 24 b. b. PROPN ajst-27321 257 25 c. c. PROPN ajst-27321 257 26 , , PUNCT ajst-27321 257 27 fujimori fujimori PROPN ajst-27321 257 28 , , PUNCT ajst-27321 257 29 s. s. PROPN ajst-27321 257 30 , , PUNCT ajst-27321 257 31 bauer bauer PROPN ajst-27321 257 32 , , PUNCT ajst-27321 257 33 n. n. PROPN ajst-27321 257 34 , , PUNCT ajst-27321 257 35 calvin calvin PROPN ajst-27321 257 36 , , PUNCT ajst-27321 257 37 k. k. PROPN ajst-27321 257 38 , , PUNCT ajst-27321 257 39 dellink dellink PROPN ajst-27321 257 40 , , PUNCT ajst-27321 257 41 r. r. PROPN ajst-27321 257 42 , , PUNCT ajst-27321 257 43 & & CCONJ ajst-27321 257 44 fricko fricko PROPN ajst-27321 257 45 , , PUNCT ajst-27321 257 46 o. o. PROPN ajst-27321 257 47 , , PUNCT ajst-27321 257 48 " " PUNCT ajst-27321 257 49 the the DET ajst-27321 257 50 shared share VERB ajst-27321 257 51 socioeconomic socioeconomic ADJ ajst-27321 257 52 pathways pathway NOUN ajst-27321 257 53 and and CCONJ ajst-27321 257 54 their their PRON ajst-27321 257 55 energy energy NOUN ajst-27321 257 56 , , PUNCT ajst-27321 257 57 land land NOUN ajst-27321 257 58 use use NOUN ajst-27321 257 59 , , PUNCT ajst-27321 257 60 and and CCONJ ajst-27321 257 61 greenhouse greenhouse NOUN ajst-27321 257 62 gas gas NOUN ajst-27321 257 63 emissions emission NOUN ajst-27321 257 64 implications implication NOUN ajst-27321 257 65 : : PUNCT ajst-27321 257 66 an an DET ajst-27321 257 67 overview overview NOUN ajst-27321 257 68 , , PUNCT ajst-27321 257 69 " " PUNCT ajst-27321 257 70 global global ADJ ajst-27321 257 71 environmental environmental ADJ ajst-27321 257 72 change change NOUN ajst-27321 257 73 , , PUNCT ajst-27321 257 74 vol vol NOUN ajst-27321 257 75 . . PROPN ajst-27321 257 76 42 42 NUM ajst-27321 257 77 , , PUNCT ajst-27321 257 78 pp pp ADJ ajst-27321 257 79 . . PUNCT ajst-27321 257 80 153168 153168 NUM ajst-27321 257 81 , , PUNCT ajst-27321 257 82 2017 2017 NUM ajst-27321 257 83 . . PUNCT ajst-27321 258 1 https://doi.org/10.1016/j.gloenvcha.2016.05.009 https://doi.org/10.1016/j.gloenvcha.2016.05.009 NUM ajst-27321 258 2 [ [ X ajst-27321 258 3 31 31 NUM ajst-27321 258 4 ] ] PUNCT ajst-27321 258 5 shahid shahid PROPN ajst-27321 258 6 , , PUNCT ajst-27321 258 7 s. s. PROPN ajst-27321 258 8 , , PUNCT ajst-27321 258 9 & & CCONJ ajst-27321 258 10 behrawan behrawan PROPN ajst-27321 258 11 , , PUNCT ajst-27321 258 12 h. h. PROPN ajst-27321 258 13 , , PUNCT ajst-27321 258 14 " " PUNCT ajst-27321 258 15 drought drought NOUN ajst-27321 258 16 risk risk NOUN ajst-27321 258 17 assessment assessment NOUN ajst-27321 258 18 in in ADP ajst-27321 258 19 the the DET ajst-27321 258 20 western western ADJ ajst-27321 258 21 part part NOUN ajst-27321 258 22 of of ADP ajst-27321 258 23 bangladesh bangladesh NOUN ajst-27321 258 24 , , PUNCT ajst-27321 258 25 " " PUNCT ajst-27321 258 26 natural natural ADJ ajst-27321 258 27 hazards hazard NOUN ajst-27321 258 28 , , PUNCT ajst-27321 258 29 vol vol NOUN ajst-27321 258 30 . . PROPN ajst-27321 259 1 46 46 NUM ajst-27321 259 2 , , PUNCT ajst-27321 259 3 no no INTJ ajst-27321 259 4 . . NOUN ajst-27321 259 5 3 3 NUM ajst-27321 259 6 , , PUNCT ajst-27321 259 7 pp pp ADJ ajst-27321 259 8 . . PUNCT ajst-27321 260 1 391 391 NUM ajst-27321 260 2 - - SYM ajst-27321 260 3 413 413 NUM ajst-27321 260 4 , , PUNCT ajst-27321 260 5 2008 2008 NUM ajst-27321 260 6 . . PUNCT ajst-27321 261 1 https://doi.org/10.1007/s11069-007-9191-5 https://doi.org/10.1007/s11069-007-9191-5 NUM ajst-27321 262 1 [ [ X ajst-27321 262 2 32 32 NUM ajst-27321 262 3 ] ] PUNCT ajst-27321 262 4 sheffield sheffield PROPN ajst-27321 262 5 , , PUNCT ajst-27321 262 6 j. j. PROPN ajst-27321 262 7 , , PUNCT ajst-27321 262 8 wood wood PROPN ajst-27321 262 9 , , PUNCT ajst-27321 262 10 e. e. PROPN ajst-27321 262 11 f. f. PROPN ajst-27321 262 12 , , PUNCT ajst-27321 262 13 chaney chaney PROPN ajst-27321 262 14 , , PUNCT ajst-27321 262 15 n. n. PROPN ajst-27321 262 16 , , PUNCT ajst-27321 262 17 guan guan PROPN ajst-27321 262 18 , , PUNCT ajst-27321 262 19 k. k. PROPN ajst-27321 262 20 y. y. PROPN ajst-27321 262 21 , , PUNCT ajst-27321 262 22 sadri sadri PROPN ajst-27321 262 23 , , PUNCT ajst-27321 262 24 s. s. PROPN ajst-27321 262 25 , , PUNCT ajst-27321 262 26 yuan yuan PROPN ajst-27321 262 27 , , PUNCT ajst-27321 262 28 x. x. PROPN ajst-27321 262 29 , , PUNCT ajst-27321 262 30 olang olang PROPN ajst-27321 262 31 , , PUNCT ajst-27321 262 32 l. l. PROPN ajst-27321 262 33 , , PUNCT ajst-27321 262 34 abou abou PROPN ajst-27321 262 35 , , PUNCT ajst-27321 262 36 a. a. PROPN ajst-27321 262 37 , , PUNCT ajst-27321 262 38 ali ali PROPN ajst-27321 262 39 , , PUNCT ajst-27321 262 40 a. a. PROPN ajst-27321 262 41 , , PUNCT ajst-27321 262 42 demuth demuth NOUN ajst-27321 262 43 , , PUNCT ajst-27321 262 44 s. s. PROPN ajst-27321 262 45 , , PUNCT ajst-27321 262 46 & & CCONJ ajst-27321 262 47 ogallo ogallo PROPN ajst-27321 262 48 , , PUNCT ajst-27321 262 49 l. l. PROPN ajst-27321 262 50 , , PUNCT ajst-27321 262 51 " " PUNCT ajst-27321 262 52 a a DET ajst-27321 262 53 drought drought NOUN ajst-27321 262 54 monitoring monitoring NOUN ajst-27321 262 55 and and CCONJ ajst-27321 262 56 forecasting forecasting NOUN ajst-27321 262 57 system system NOUN ajst-27321 262 58 for for ADP ajst-27321 262 59 subsahara subsahara ADJ ajst-27321 262 60 african african ADJ ajst-27321 262 61 water water NOUN ajst-27321 262 62 resources resource NOUN ajst-27321 262 63 and and CCONJ ajst-27321 262 64 food food NOUN ajst-27321 262 65 security security NOUN ajst-27321 262 66 , , PUNCT ajst-27321 262 67 " " PUNCT ajst-27321 262 68 bulletin bulletin NOUN ajst-27321 262 69 of of ADP ajst-27321 262 70 the the DET ajst-27321 262 71 american american ADJ ajst-27321 262 72 meteorological meteorological ADJ ajst-27321 262 73 society society NOUN ajst-27321 262 74 , , PUNCT ajst-27321 262 75 vol vol NOUN ajst-27321 262 76 . . PROPN ajst-27321 262 77 95 95 NUM ajst-27321 262 78 , , PUNCT ajst-27321 262 79 no no INTJ ajst-27321 262 80 . . NOUN ajst-27321 262 81 6 6 NUM ajst-27321 262 82 , , PUNCT ajst-27321 262 83 pp pp ADJ ajst-27321 262 84 . . PUNCT ajst-27321 262 85 861873 861873 NUM ajst-27321 262 86 , , PUNCT ajst-27321 262 87 2014 2014 NUM ajst-27321 262 88 . . PUNCT ajst-27321 263 1 https://doi.org/10.1175/bams-d-12-00124.1 https://doi.org/10.1175/bams-d-12-00124.1 PRON ajst-27321 264 1 [ [ X ajst-27321 264 2 33 33 NUM ajst-27321 264 3 ] ] PUNCT ajst-27321 264 4 tirivarombo tirivarombo NOUN ajst-27321 264 5 , , PUNCT ajst-27321 264 6 s. s. PROPN ajst-27321 264 7 , , PUNCT ajst-27321 264 8 osupile osupile VERB ajst-27321 264 9 , , PUNCT ajst-27321 264 10 d. d. PROPN ajst-27321 264 11 , , PUNCT ajst-27321 264 12 & & CCONJ ajst-27321 264 13 eliasson eliasson PROPN ajst-27321 264 14 , , PUNCT ajst-27321 264 15 p. p. PROPN ajst-27321 264 16 , , PUNCT ajst-27321 264 17 " " PUNCT ajst-27321 264 18 drought drought NOUN ajst-27321 264 19 monitoring monitoring NOUN ajst-27321 264 20 and and CCONJ ajst-27321 264 21 analysis analysis NOUN ajst-27321 264 22 : : PUNCT ajst-27321 264 23 standardised standardise VERB ajst-27321 264 24 precipitation precipitation NOUN ajst-27321 264 25 evapotranspiration evapotranspiration NOUN ajst-27321 264 26 index index NOUN ajst-27321 264 27 ( ( PUNCT ajst-27321 264 28 spei spei PROPN ajst-27321 264 29 ) ) PUNCT ajst-27321 264 30 and and CCONJ ajst-27321 264 31 standardised standardised ADJ ajst-27321 264 32 precipitation precipitation NOUN ajst-27321 264 33 index index NOUN ajst-27321 264 34 ( ( PUNCT ajst-27321 264 35 spi spi PROPN ajst-27321 264 36 ) ) PUNCT ajst-27321 264 37 , , PUNCT ajst-27321 264 38 " " PUNCT ajst-27321 264 39 physics physics NOUN ajst-27321 264 40 and and CCONJ ajst-27321 264 41 chemistry chemistry NOUN ajst-27321 264 42 of of ADP ajst-27321 264 43 the the DET ajst-27321 264 44 earth earth NOUN ajst-27321 264 45 , , PUNCT ajst-27321 264 46 vol vol NOUN ajst-27321 264 47 . . PROPN ajst-27321 264 48 106 106 NUM ajst-27321 264 49 , , PUNCT ajst-27321 264 50 pp pp ADJ ajst-27321 264 51 . . PUNCT ajst-27321 265 1 1 1 NUM ajst-27321 265 2 - - SYM ajst-27321 265 3 10 10 NUM ajst-27321 265 4 , , PUNCT ajst-27321 265 5 2018 2018 NUM ajst-27321 265 6 . . PUNCT ajst-27321 266 1 https://doi.org/10.1016/j.pce.2018.07.001 https://doi.org/10.1016/j.pce.2018.07.001 PROPN ajst-27321 267 1 [ [ X ajst-27321 267 2 34 34 NUM ajst-27321 267 3 ] ] PUNCT ajst-27321 267 4 trenberth trenberth ADV ajst-27321 267 5 , , PUNCT ajst-27321 267 6 k. k. PROPN ajst-27321 267 7 e. e. PROPN ajst-27321 267 8 , , PUNCT ajst-27321 267 9 dai dai PROPN ajst-27321 267 10 , , PUNCT ajst-27321 267 11 a. a. PROPN ajst-27321 267 12 , , PUNCT ajst-27321 267 13 rasmussen rasmussen PROPN ajst-27321 267 14 , , PUNCT ajst-27321 267 15 r. r. PROPN ajst-27321 267 16 m. m. PROPN ajst-27321 267 17 , , PUNCT ajst-27321 267 18 & & CCONJ ajst-27321 267 19 parsons parsons PROPN ajst-27321 267 20 , , PUNCT ajst-27321 267 21 d. d. PROPN ajst-27321 267 22 b. b. PROPN ajst-27321 267 23 , , PUNCT ajst-27321 267 24 " " PUNCT ajst-27321 267 25 the the DET ajst-27321 267 26 changing change VERB ajst-27321 267 27 character character NOUN ajst-27321 267 28 of of ADP ajst-27321 267 29 precipitation precipitation NOUN ajst-27321 267 30 , , PUNCT ajst-27321 267 31 " " PUNCT ajst-27321 267 32 bulletin bulletin NOUN ajst-27321 267 33 of of ADP ajst-27321 267 34 the the DET ajst-27321 267 35 american american ADJ ajst-27321 267 36 meteorological meteorological ADJ ajst-27321 267 37 society society NOUN ajst-27321 267 38 , , PUNCT ajst-27321 267 39 vol vol NOUN ajst-27321 267 40 . . PROPN ajst-27321 267 41 84 84 NUM ajst-27321 267 42 , , PUNCT ajst-27321 267 43 no no INTJ ajst-27321 267 44 . . NOUN ajst-27321 267 45 9 9 NUM ajst-27321 267 46 , , PUNCT ajst-27321 267 47 pp pp ADJ ajst-27321 267 48 . . PUNCT ajst-27321 267 49 12051217 12051217 NUM ajst-27321 267 50 , , PUNCT ajst-27321 267 51 2003 2003 NUM ajst-27321 267 52 . . PUNCT ajst-27321 267 53 https://doi.org/10.1175/bams-84-9-1205 https://doi.org/10.1175/bams-84-9-1205 X ajst-27321 268 1 [ [ X ajst-27321 268 2 35 35 NUM ajst-27321 268 3 ] ] X ajst-27321 268 4 vicente vicente PROPN ajst-27321 268 5 - - PUNCT ajst-27321 268 6 serrano serrano PROPN ajst-27321 268 7 , , PUNCT ajst-27321 268 8 s. s. PROPN ajst-27321 268 9 m. m. PROPN ajst-27321 268 10 , , PUNCT ajst-27321 268 11 begueria begueria PROPN ajst-27321 268 12 , , PUNCT ajst-27321 268 13 s. s. PROPN ajst-27321 268 14 , , PUNCT ajst-27321 268 15 & & CCONJ ajst-27321 268 16 lopez lopez PROPN ajst-27321 268 17 - - PUNCT ajst-27321 268 18 moreno moreno PROPN ajst-27321 268 19 , , PUNCT ajst-27321 268 20 j. j. PROPN ajst-27321 268 21 i. i. PROPN ajst-27321 268 22 , , PUNCT ajst-27321 268 23 " " PUNCT ajst-27321 268 24 a a DET ajst-27321 268 25 multiscalar multiscalar ADJ ajst-27321 268 26 drought drought NOUN ajst-27321 268 27 index index NOUN ajst-27321 268 28 sensitive sensitive ADJ ajst-27321 268 29 to to ADP ajst-27321 268 30 global global ADJ ajst-27321 268 31 warming warming NOUN ajst-27321 268 32 : : PUNCT ajst-27321 268 33 the the DET ajst-27321 268 34 standardized standardized ADJ ajst-27321 268 35 precipitation precipitation NOUN ajst-27321 268 36 evapotranspiration evapotranspiration NOUN ajst-27321 268 37 index index NOUN ajst-27321 268 38 , , PUNCT ajst-27321 268 39 " " PUNCT ajst-27321 268 40 journal journal NOUN ajst-27321 268 41 of of ADP ajst-27321 268 42 climate climate NOUN ajst-27321 268 43 , , PUNCT ajst-27321 268 44 vol vol NOUN ajst-27321 268 45 . . PROPN ajst-27321 268 46 23 23 NUM ajst-27321 268 47 , , PUNCT ajst-27321 268 48 no no INTJ ajst-27321 268 49 . . NOUN ajst-27321 268 50 7 7 NUM ajst-27321 268 51 , , PUNCT ajst-27321 268 52 pp pp ADJ ajst-27321 268 53 . . PUNCT ajst-27321 268 54 1696 1696 NUM ajst-27321 268 55 - - SYM ajst-27321 268 56 1718 1718 NUM ajst-27321 268 57 , , PUNCT ajst-27321 268 58 2010 2010 NUM ajst-27321 268 59 . . PUNCT ajst-27321 268 60 https://doi.org/10.1175/2009jcli2909.1 https://doi.org/10.1175/2009jcli2909.1 X ajst-27321 269 1 [ [ X ajst-27321 269 2 36 36 NUM ajst-27321 269 3 ] ] X ajst-27321 269 4 vicente vicente PROPN ajst-27321 269 5 - - PUNCT ajst-27321 269 6 serrano serrano PROPN ajst-27321 269 7 , , PUNCT ajst-27321 269 8 s. s. PROPN ajst-27321 269 9 m. m. PROPN ajst-27321 269 10 , , PUNCT ajst-27321 269 11 beguerΓ­a beguerΓ­a NOUN ajst-27321 269 12 , , PUNCT ajst-27321 269 13 s. s. PROPN ajst-27321 269 14 , , PUNCT ajst-27321 269 15 lorenzo lorenzo NOUN ajst-27321 269 16 - - PUNCT ajst-27321 269 17 lacruz lacruz NOUN ajst-27321 269 18 , , PUNCT ajst-27321 269 19 j. j. PROPN ajst-27321 269 20 , , PUNCT ajst-27321 269 21 camarero camarero PROPN ajst-27321 269 22 , , PUNCT ajst-27321 269 23 j. j. PROPN ajst-27321 269 24 j. j. PROPN ajst-27321 269 25 , , PUNCT ajst-27321 269 26 lΓ³pez lΓ³pez PROPN ajst-27321 269 27 - - PUNCT ajst-27321 269 28 moreno moreno PROPN ajst-27321 269 29 , , PUNCT ajst-27321 269 30 j. j. PROPN ajst-27321 269 31 i. i. PROPN ajst-27321 269 32 , , PUNCT ajst-27321 269 33 azorin azorin NOUN ajst-27321 269 34 - - PUNCT ajst-27321 269 35 molina molina PROPN ajst-27321 269 36 , , PUNCT ajst-27321 269 37 c. c. PROPN ajst-27321 269 38 , , PUNCT ajst-27321 269 39 revuelto revuelto PROPN ajst-27321 269 40 , , PUNCT ajst-27321 269 41 j. j. PROPN ajst-27321 269 42 , , PUNCT ajst-27321 269 43 morΓ‘n morΓ‘n PROPN ajst-27321 269 44 - - PUNCT ajst-27321 269 45 tejeda tejeda PROPN ajst-27321 269 46 , , PUNCT ajst-27321 269 47 e. e. PROPN ajst-27321 269 48 , , PUNCT ajst-27321 269 49 & & CCONJ ajst-27321 269 50 sanchez sanchez PROPN ajst-27321 269 51 - - PUNCT ajst-27321 269 52 lorenzo lorenzo PROPN ajst-27321 269 53 , , PUNCT ajst-27321 269 54 a. a. NOUN ajst-27321 269 55 , , PUNCT ajst-27321 269 56 " " PUNCT ajst-27321 269 57 performance performance NOUN ajst-27321 269 58 of of ADP ajst-27321 269 59 drought drought NOUN ajst-27321 269 60 indices index NOUN ajst-27321 269 61 for for ADP ajst-27321 269 62 ecological ecological ADJ ajst-27321 269 63 , , PUNCT ajst-27321 269 64 agricultural agricultural ADJ ajst-27321 269 65 , , PUNCT ajst-27321 269 66 and and CCONJ ajst-27321 269 67 hydrological hydrological ADJ ajst-27321 269 68 applications application NOUN ajst-27321 269 69 , , PUNCT ajst-27321 269 70 " " PUNCT ajst-27321 269 71 earth earth NOUN ajst-27321 269 72 interactions interaction NOUN ajst-27321 269 73 , , PUNCT ajst-27321 269 74 vol vol NOUN ajst-27321 269 75 . . PROPN ajst-27321 269 76 16 16 NUM ajst-27321 269 77 , , PUNCT ajst-27321 269 78 no no INTJ ajst-27321 269 79 . . NOUN ajst-27321 269 80 10 10 NUM ajst-27321 269 81 , , PUNCT ajst-27321 269 82 pp pp ADJ ajst-27321 269 83 . . PUNCT ajst-27321 270 1 1 1 NUM ajst-27321 270 2 - - SYM ajst-27321 270 3 27 27 NUM ajst-27321 270 4 , , PUNCT ajst-27321 270 5 2012 2012 NUM ajst-27321 270 6 . . PUNCT ajst-27321 271 1 https://doi.org/10.1175/2012ei000434.1 https://doi.org/10.1175/2012ei000434.1 PROPN ajst-27321 271 2 [ [ X ajst-27321 271 3 37 37 NUM ajst-27321 271 4 ] ] X ajst-27321 271 5 wilhite wilhite PROPN ajst-27321 271 6 , , PUNCT ajst-27321 271 7 d. d. PROPN ajst-27321 271 8 a. a. PROPN ajst-27321 271 9 , , PUNCT ajst-27321 271 10 hayes hayes PROPN ajst-27321 271 11 , , PUNCT ajst-27321 271 12 m. m. PROPN ajst-27321 271 13 j. j. PROPN ajst-27321 271 14 , , PUNCT ajst-27321 271 15 knutson knutson PROPN ajst-27321 271 16 , , PUNCT ajst-27321 271 17 c. c. PROPN ajst-27321 271 18 , , PUNCT ajst-27321 271 19 & & CCONJ ajst-27321 271 20 smith smith PROPN ajst-27321 271 21 , , PUNCT ajst-27321 271 22 k. k. PROPN ajst-27321 271 23 h. h. PROPN ajst-27321 271 24 , , PUNCT ajst-27321 271 25 " " PUNCT ajst-27321 271 26 planning plan VERB ajst-27321 271 27 for for ADP ajst-27321 271 28 drought drought NOUN ajst-27321 271 29 : : PUNCT ajst-27321 271 30 moving move VERB ajst-27321 271 31 from from ADP ajst-27321 271 32 crisis crisis NOUN ajst-27321 271 33 to to PART ajst-27321 271 34 risk risk VERB ajst-27321 271 35 management management NOUN ajst-27321 271 36 , , PUNCT ajst-27321 271 37 " " PUNCT ajst-27321 271 38 journal journal NOUN ajst-27321 271 39 of of ADP ajst-27321 271 40 the the DET ajst-27321 271 41 american american PROPN ajst-27321 271 42 water water PROPN ajst-27321 271 43 resources resources PROPN ajst-27321 271 44 association association PROPN ajst-27321 271 45 , , PUNCT ajst-27321 271 46 vol vol NOUN ajst-27321 271 47 . . PROPN ajst-27321 272 1 36 36 NUM ajst-27321 272 2 , , PUNCT ajst-27321 272 3 no no INTJ ajst-27321 272 4 . . NOUN ajst-27321 272 5 4 4 NUM ajst-27321 272 6 , , PUNCT ajst-27321 272 7 pp pp ADJ ajst-27321 272 8 . . PUNCT ajst-27321 273 1 697 697 NUM ajst-27321 273 2 - - NUM ajst-27321 273 3 710 710 NUM ajst-27321 273 4 , , PUNCT ajst-27321 273 5 2000 2000 NUM ajst-27321 273 6 . . PUNCT ajst-27321 274 1 https://doi.org/10.1111/j.1752-1688.2000.tb04299.x https://doi.org/10.1111/j.1752-1688.2000.tb04299.x PROPN ajst-27321 275 1 [ [ X ajst-27321 275 2 38 38 NUM ajst-27321 275 3 ] ] SYM ajst-27321 275 4 wu wu PROPN ajst-27321 275 5 , , PUNCT ajst-27321 275 6 h. h. PROPN ajst-27321 275 7 , , PUNCT ajst-27321 275 8 & & CCONJ ajst-27321 275 9 wilhite wilhite PROPN ajst-27321 275 10 , , PUNCT ajst-27321 275 11 d. d. PROPN ajst-27321 275 12 a. a. PROPN ajst-27321 275 13 , , PUNCT ajst-27321 275 14 " " PUNCT ajst-27321 275 15 an an DET ajst-27321 275 16 operational operational ADJ ajst-27321 275 17 agricultural agricultural ADJ ajst-27321 275 18 drought drought NOUN ajst-27321 275 19 risk risk NOUN ajst-27321 275 20 assessment assessment NOUN ajst-27321 275 21 model model NOUN ajst-27321 275 22 for for ADP ajst-27321 275 23 nebraska nebraska PROPN ajst-27321 275 24 , , PUNCT ajst-27321 275 25 usa usa PROPN ajst-27321 275 26 , , PUNCT ajst-27321 275 27 " " PUNCT ajst-27321 275 28 natural natural ADJ ajst-27321 275 29 hazards hazard NOUN ajst-27321 275 30 , , PUNCT ajst-27321 275 31 vol vol NOUN ajst-27321 275 32 . . PROPN ajst-27321 275 33 33 33 NUM ajst-27321 275 34 , , PUNCT ajst-27321 275 35 no no INTJ ajst-27321 275 36 . . NOUN ajst-27321 275 37 1 1 NUM ajst-27321 275 38 , , PUNCT ajst-27321 275 39 pp pp ADJ ajst-27321 275 40 . . PUNCT ajst-27321 276 1 1 1 NUM ajst-27321 276 2 - - SYM ajst-27321 276 3 21 21 NUM ajst-27321 276 4 , , PUNCT ajst-27321 276 5 2004 2004 NUM ajst-27321 276 6 . . PUNCT ajst-27321 277 1 https://doi.org/10.1023/b:nhaz.0000034994.44357.75 https://doi.org/10.1023/b:nhaz.0000034994.44357.75 PRON ajst-27321 277 2 [ [ X ajst-27321 277 3 39 39 NUM ajst-27321 277 4 ] ] SYM ajst-27321 277 5 wu wu PROPN ajst-27321 277 6 , , PUNCT ajst-27321 277 7 j. j. PROPN ajst-27321 277 8 , , PUNCT ajst-27321 277 9 zhou zhou PROPN ajst-27321 277 10 , , PUNCT ajst-27321 277 11 l. l. PROPN ajst-27321 277 12 , , PUNCT ajst-27321 277 13 mo mo PROPN ajst-27321 277 14 , , PUNCT ajst-27321 277 15 x. x. PROPN ajst-27321 277 16 , , PUNCT ajst-27321 277 17 zhou zhou PROPN ajst-27321 277 18 , , PUNCT ajst-27321 277 19 h. h. PROPN ajst-27321 277 20 , , PUNCT ajst-27321 277 21 zhang zhang PROPN ajst-27321 277 22 , , PUNCT ajst-27321 277 23 j. j. PROPN ajst-27321 277 24 , , PUNCT ajst-27321 277 25 & & CCONJ ajst-27321 277 26 jia jia PROPN ajst-27321 277 27 , , PUNCT ajst-27321 277 28 r. r. PROPN ajst-27321 277 29 , , PUNCT ajst-27321 277 30 " " PUNCT ajst-27321 277 31 drought drought NOUN ajst-27321 277 32 monitoring monitoring NOUN ajst-27321 277 33 and and CCONJ ajst-27321 277 34 analysis analysis NOUN ajst-27321 277 35 in in ADP ajst-27321 277 36 china china PROPN ajst-27321 277 37 based base VERB ajst-27321 277 38 on on ADP ajst-27321 277 39 the the DET ajst-27321 277 40 integrated integrate VERB ajst-27321 277 41 surface surface NOUN ajst-27321 277 42 drought drought NOUN ajst-27321 277 43 index index NOUN ajst-27321 277 44 ( ( PUNCT ajst-27321 277 45 isdi isdi NOUN ajst-27321 277 46 ) ) PUNCT ajst-27321 277 47 , , PUNCT ajst-27321 277 48 " " PUNCT ajst-27321 277 49 international international ADJ ajst-27321 277 50 journal journal NOUN ajst-27321 277 51 of of ADP ajst-27321 277 52 applied apply VERB ajst-27321 277 53 earth earth NOUN ajst-27321 277 54 observation observation NOUN ajst-27321 277 55 and and CCONJ ajst-27321 277 56 geoinformation geoinformation NOUN ajst-27321 277 57 , , PUNCT ajst-27321 277 58 vol vol NOUN ajst-27321 277 59 . . PROPN ajst-27321 277 60 41 41 NUM ajst-27321 277 61 , , PUNCT ajst-27321 277 62 pp pp ADJ ajst-27321 277 63 . . PUNCT ajst-27321 278 1 23 23 NUM ajst-27321 278 2 - - SYM ajst-27321 278 3 33 33 NUM ajst-27321 278 4 , , PUNCT ajst-27321 278 5 2015 2015 NUM ajst-27321 278 6 . . PUNCT ajst-27321 279 1 https://doi.org/10.1016/j.jag.2015.04.006 https://doi.org/10.1016/j.jag.2015.04.006 VERB ajst-27321 279 2 [ [ X ajst-27321 279 3 40 40 NUM ajst-27321 279 4 ] ] PUNCT ajst-27321 279 5 yu yu PROPN ajst-27321 279 6 , , PUNCT ajst-27321 279 7 j. j. PROPN ajst-27321 279 8 y. y. PROPN ajst-27321 279 9 , , PUNCT ajst-27321 279 10 & & CCONJ ajst-27321 279 11 zou zou PROPN ajst-27321 279 12 , , PUNCT ajst-27321 279 13 y. y. PROPN ajst-27321 279 14 h. h. PROPN ajst-27321 279 15 , , PUNCT ajst-27321 279 16 " " PUNCT ajst-27321 279 17 the the DET ajst-27321 279 18 enhanced enhanced ADJ ajst-27321 279 19 drying dry VERB ajst-27321 279 20 effect effect NOUN ajst-27321 279 21 of of ADP ajst-27321 279 22 central central ADJ ajst-27321 279 23 - - PUNCT ajst-27321 279 24 pacific pacific NOUN ajst-27321 279 25 el el PROPN ajst-27321 279 26 nino nino PROPN ajst-27321 279 27 on on ADP ajst-27321 279 28 us us PROPN ajst-27321 279 29 winter winter NOUN ajst-27321 279 30 , , PUNCT ajst-27321 279 31 " " PUNCT ajst-27321 279 32 environmental environmental ADJ ajst-27321 279 33 research research NOUN ajst-27321 279 34 letters letter NOUN ajst-27321 279 35 , , PUNCT ajst-27321 279 36 vol vol NOUN ajst-27321 279 37 . . PROPN ajst-27321 279 38 8 8 NUM ajst-27321 279 39 , , PUNCT ajst-27321 279 40 no no INTJ ajst-27321 279 41 . . NOUN ajst-27321 279 42 1 1 NUM ajst-27321 279 43 , , PUNCT ajst-27321 279 44 article article NOUN ajst-27321 279 45 014019 014019 NUM ajst-27321 279 46 , , PUNCT ajst-27321 279 47 2013 2013 NUM ajst-27321 279 48 . . PUNCT ajst-27321 280 1 https://doi.org/10.1088/1748-9326/8/1/014019 https://doi.org/10.1088/1748-9326/8/1/014019 PROPN ajst-27321 281 1 [ [ X ajst-27321 281 2 41 41 NUM ajst-27321 281 3 ] ] X ajst-27321 281 4 zhang zhang PROPN ajst-27321 281 5 , , PUNCT ajst-27321 281 6 d. d. PROPN ajst-27321 281 7 , , PUNCT ajst-27321 281 8 chen chen PROPN ajst-27321 281 9 , , PUNCT ajst-27321 281 10 p. p. PROPN ajst-27321 281 11 , , PUNCT ajst-27321 281 12 zhang zhang PROPN ajst-27321 281 13 , , PUNCT ajst-27321 281 14 q. q. PROPN ajst-27321 281 15 , , PUNCT ajst-27321 281 16 & & CCONJ ajst-27321 281 17 li li PROPN ajst-27321 281 18 , , PUNCT ajst-27321 281 19 x. x. PROPN ajst-27321 281 20 h. h. PROPN ajst-27321 281 21 , , PUNCT ajst-27321 281 22 " " PUNCT ajst-27321 281 23 copula copula NOUN ajst-27321 281 24 - - PUNCT ajst-27321 281 25 based base VERB ajst-27321 281 26 probability probability NOUN ajst-27321 281 27 of of ADP ajst-27321 281 28 concurrent concurrent ADJ ajst-27321 281 29 hydrological hydrological ADJ ajst-27321 281 30 drought drought NOUN ajst-27321 281 31 in in ADP ajst-27321 281 32 the the DET ajst-27321 281 33 poyang poyang PROPN ajst-27321 281 34 lake lake PROPN ajst-27321 281 35 - - PUNCT ajst-27321 281 36 catchment catchment NOUN ajst-27321 281 37 - - PUNCT ajst-27321 281 38 river river NOUN ajst-27321 281 39 system system NOUN ajst-27321 281 40 ( ( PUNCT ajst-27321 281 41 china china PROPN ajst-27321 281 42 ) ) PUNCT ajst-27321 281 43 from from ADP ajst-27321 281 44 1960 1960 NUM ajst-27321 281 45 to to ADP ajst-27321 281 46 2013 2013 NUM ajst-27321 281 47 , , PUNCT ajst-27321 281 48 " " PUNCT ajst-27321 281 49 journal journal NOUN ajst-27321 281 50 of of ADP ajst-27321 281 51 hydrology hydrology NOUN ajst-27321 281 52 , , PUNCT ajst-27321 281 53 vol vol NOUN ajst-27321 281 54 . . PUNCT ajst-27321 281 55 553 553 NUM ajst-27321 281 56 , , PUNCT ajst-27321 281 57 pp pp ADJ ajst-27321 281 58 . . PUNCT ajst-27321 282 1 773 773 NUM ajst-27321 282 2 - - SYM ajst-27321 282 3 784 784 NUM ajst-27321 282 4 , , PUNCT ajst-27321 282 5 2017 2017 NUM ajst-27321 282 6 . . PUNCT ajst-27321 283 1 https://doi.org/10.1016/j.jhydrol.2017.08.046 https://doi.org/10.1016/j.jhydrol.2017.08.046 NOUN ajst-27321 283 2 [ [ X ajst-27321 283 3 42 42 NUM ajst-27321 283 4 ] ] X ajst-27321 283 5 zhang zhang PROPN ajst-27321 283 6 , , PUNCT ajst-27321 283 7 q. q. PROPN ajst-27321 283 8 , , PUNCT ajst-27321 283 9 gu gu PROPN ajst-27321 283 10 , , PUNCT ajst-27321 283 11 x. x. PROPN ajst-27321 283 12 h. h. PROPN ajst-27321 283 13 , , PUNCT ajst-27321 283 14 singh singh PROPN ajst-27321 283 15 , , PUNCT ajst-27321 283 16 v. v. PROPN ajst-27321 283 17 p. p. PROPN ajst-27321 283 18 , , PUNCT ajst-27321 283 19 kong kong PROPN ajst-27321 283 20 , , PUNCT ajst-27321 283 21 d. d. PROPN ajst-27321 283 22 d. d. PROPN ajst-27321 283 23 , , PUNCT ajst-27321 283 24 & & CCONJ ajst-27321 283 25 chen chen PROPN ajst-27321 283 26 , , PUNCT ajst-27321 283 27 x. x. PROPN ajst-27321 283 28 h. h. PROPN ajst-27321 283 29 , , PUNCT ajst-27321 283 30 " " PUNCT ajst-27321 283 31 spatiotemporal spatiotemporal ADJ ajst-27321 283 32 behavior behavior NOUN ajst-27321 283 33 of of ADP ajst-27321 283 34 floods flood NOUN ajst-27321 283 35 and and CCONJ ajst-27321 283 36 droughts drought NOUN ajst-27321 283 37 and and CCONJ ajst-27321 283 38 their their PRON ajst-27321 283 39 impacts impact NOUN ajst-27321 283 40 on on ADP ajst-27321 283 41 agriculture agriculture NOUN ajst-27321 283 42 in in ADP ajst-27321 283 43 china china PROPN ajst-27321 283 44 , , PUNCT ajst-27321 283 45 " " PUNCT ajst-27321 283 46 global global ADJ ajst-27321 283 47 and and CCONJ ajst-27321 283 48 planetary planetary ADJ ajst-27321 283 49 change change NOUN ajst-27321 283 50 , , PUNCT ajst-27321 283 51 vol vol NOUN ajst-27321 283 52 . . PROPN ajst-27321 283 53 131 131 NUM ajst-27321 283 54 , , PUNCT ajst-27321 283 55 pp pp ADJ ajst-27321 283 56 . . PUNCT ajst-27321 284 1 63 63 NUM ajst-27321 284 2 - - SYM ajst-27321 284 3 72 72 NUM ajst-27321 284 4 , , PUNCT ajst-27321 284 5 2015 2015 NUM ajst-27321 284 6 . . PUNCT ajst-27321 285 1 https://doi.org/10.1016/j.gloplacha.2015.05.007 https://doi.org/10.1016/j.gloplacha.2015.05.007 PROPN ajst-27321 285 2 [ [ X ajst-27321 285 3 43 43 NUM ajst-27321 285 4 ] ] X ajst-27321 285 5 zhang zhang PROPN ajst-27321 285 6 , , PUNCT ajst-27321 285 7 x. x. PROPN ajst-27321 285 8 , , PUNCT ajst-27321 285 9 li li PROPN ajst-27321 285 10 , , PUNCT ajst-27321 285 11 j. j. PROPN ajst-27321 285 12 b. b. PROPN ajst-27321 285 13 , , PUNCT ajst-27321 285 14 dong dong PROPN ajst-27321 285 15 , , PUNCT ajst-27321 285 16 q. q. PROPN ajst-27321 285 17 j. j. PROPN ajst-27321 285 18 , , PUNCT ajst-27321 285 19 wang wang PROPN ajst-27321 285 20 , , PUNCT ajst-27321 285 21 z. z. PROPN ajst-27321 285 22 f. f. PROPN ajst-27321 285 23 , , PUNCT ajst-27321 285 24 zhang zhang PROPN ajst-27321 285 25 , , PUNCT ajst-27321 285 26 h. h. PROPN ajst-27321 285 27 , , PUNCT ajst-27321 285 28 & & CCONJ ajst-27321 285 29 liu liu PROPN ajst-27321 285 30 , , PUNCT ajst-27321 285 31 x. x. PROPN ajst-27321 285 32 f. f. PROPN ajst-27321 285 33 , , PUNCT ajst-27321 285 34 " " PUNCT ajst-27321 285 35 bridging bridge VERB ajst-27321 285 36 the the DET ajst-27321 285 37 gap gap NOUN ajst-27321 285 38 between between ADP ajst-27321 285 39 grace grace NOUN ajst-27321 285 40 and and CCONJ ajst-27321 285 41 grace grace NOUN ajst-27321 285 42 - - PUNCT ajst-27321 285 43 fo fo ADP ajst-27321 285 44 using use VERB ajst-27321 285 45 a a DET ajst-27321 285 46 hydrological hydrological ADJ ajst-27321 285 47 model model NOUN ajst-27321 285 48 , , PUNCT ajst-27321 285 49 " " PUNCT ajst-27321 285 50 science science NOUN ajst-27321 285 51 of of ADP ajst-27321 285 52 the the DET ajst-27321 285 53 total total ADJ ajst-27321 285 54 environment environment NOUN ajst-27321 285 55 , , PUNCT ajst-27321 285 56 vol vol NOUN ajst-27321 285 57 . . PROPN ajst-27321 285 58 822 822 NUM ajst-27321 285 59 , , PUNCT ajst-27321 285 60 article article NOUN ajst-27321 285 61 153659 153659 NUM ajst-27321 285 62 , , PUNCT ajst-27321 285 63 2022 2022 NUM ajst-27321 285 64 . . PUNCT ajst-27321 286 1 https://doi.org/10.1016/j.scitotenv.2022.153659 https://doi.org/10.1016/j.scitotenv.2022.153659 NOUN ajst-27321 286 2 [ [ X ajst-27321 286 3 44 44 NUM ajst-27321 286 4 ] ] X ajst-27321 286 5 zhao zhao PROPN ajst-27321 286 6 , , PUNCT ajst-27321 286 7 w. w. PROPN ajst-27321 286 8 , , PUNCT ajst-27321 286 9 & & CCONJ ajst-27321 286 10 du du PROPN ajst-27321 286 11 , , PUNCT ajst-27321 286 12 s. s. PROPN ajst-27321 286 13 , , PUNCT ajst-27321 286 14 " " PUNCT ajst-27321 286 15 spectral spectral ADJ ajst-27321 286 16 – – PUNCT ajst-27321 286 17 spatial spatial ADJ ajst-27321 286 18 feature feature NOUN ajst-27321 286 19 extraction extraction NOUN ajst-27321 286 20 for for ADP ajst-27321 286 21 hyperspectral hyperspectral ADJ ajst-27321 286 22 image image NOUN ajst-27321 286 23 classification classification NOUN ajst-27321 286 24 : : PUNCT ajst-27321 286 25 a a DET ajst-27321 286 26 dimension dimension NOUN ajst-27321 286 27 reduction reduction NOUN ajst-27321 286 28 and and CCONJ ajst-27321 286 29 deep deep ADJ ajst-27321 286 30 learning learning NOUN ajst-27321 286 31 approach approach NOUN ajst-27321 286 32 , , PUNCT ajst-27321 286 33 " " PUNCT ajst-27321 286 34 ieee ieee NOUN ajst-27321 286 35 transactions transaction NOUN ajst-27321 286 36 on on ADP ajst-27321 286 37 geoscience geoscience NOUN ajst-27321 286 38 and and CCONJ ajst-27321 286 39 remote remote ADJ ajst-27321 286 40 sensing sensing NOUN ajst-27321 286 41 , , PUNCT ajst-27321 286 42 vol vol NOUN ajst-27321 286 43 . . PROPN ajst-27321 286 44 54 54 NUM ajst-27321 286 45 , , PUNCT ajst-27321 286 46 no no INTJ ajst-27321 286 47 . . NOUN ajst-27321 286 48 8 8 NUM ajst-27321 286 49 , , PUNCT ajst-27321 286 50 pp pp ADJ ajst-27321 286 51 . . PUNCT ajst-27321 287 1 4544 4544 NUM ajst-27321 287 2 - - SYM ajst-27321 287 3 4554 4554 NUM ajst-27321 287 4 , , PUNCT ajst-27321 287 5 2016 2016 NUM ajst-27321 287 6 . . PUNCT ajst-27321 288 1 https://doi.org/10.1109/tgrs.2016.2543748 https://doi.org/10.1109/tgrs.2016.2543748 ADP ajst-27321 288 2 [ [ X ajst-27321 288 3 45 45 NUM ajst-27321 288 4 ] ] X ajst-27321 288 5 zhong zhong PROPN ajst-27321 288 6 , , PUNCT ajst-27321 288 7 z. z. PROPN ajst-27321 288 8 , , PUNCT ajst-27321 288 9 li li PROPN ajst-27321 288 10 , , PUNCT ajst-27321 288 11 j. j. PROPN ajst-27321 288 12 , , PUNCT ajst-27321 288 13 luo luo PROPN ajst-27321 288 14 , , PUNCT ajst-27321 288 15 z. z. PROPN ajst-27321 288 16 , , PUNCT ajst-27321 288 17 & & CCONJ ajst-27321 288 18 chapman chapman PROPN ajst-27321 288 19 , , PUNCT ajst-27321 288 20 m. m. NOUN ajst-27321 288 21 , , PUNCT ajst-27321 288 22 " " PUNCT ajst-27321 288 23 spectral spectral ADJ ajst-27321 288 24 – – PUNCT ajst-27321 288 25 spatial spatial ADJ ajst-27321 288 26 residual residual ADJ ajst-27321 288 27 network network NOUN ajst-27321 288 28 for for ADP ajst-27321 288 29 hyperspectral hyperspectral ADJ ajst-27321 288 30 image image NOUN ajst-27321 288 31 classification classification NOUN ajst-27321 288 32 : : PUNCT ajst-27321 288 33 a a DET ajst-27321 288 34 3 3 NUM ajst-27321 288 35 - - SYM ajst-27321 288 36 d d NOUN ajst-27321 288 37 deep deep ADJ ajst-27321 288 38 learning learning NOUN ajst-27321 288 39 framework framework NOUN ajst-27321 288 40 , , PUNCT ajst-27321 288 41 " " PUNCT ajst-27321 288 42 ieee ieee NOUN ajst-27321 288 43 transactions transaction NOUN ajst-27321 288 44 on on ADP ajst-27321 288 45 geoscience geoscience NOUN ajst-27321 288 46 and and CCONJ ajst-27321 288 47 remote remote ADJ ajst-27321 288 48 sensing sensing NOUN ajst-27321 288 49 , , PUNCT ajst-27321 288 50 vol vol NOUN ajst-27321 288 51 . . PROPN ajst-27321 288 52 56 56 NUM ajst-27321 288 53 , , PUNCT ajst-27321 288 54 no no INTJ ajst-27321 288 55 . . NOUN ajst-27321 288 56 2 2 NUM ajst-27321 288 57 , , PUNCT ajst-27321 288 58 pp pp ADJ ajst-27321 288 59 . . PUNCT ajst-27321 288 60 847 847 NUM ajst-27321 288 61 - - SYM ajst-27321 288 62 858 858 NUM ajst-27321 288 63 , , PUNCT ajst-27321 288 64 2017 2017 NUM ajst-27321 288 65 . . PUNCT ajst-27321 289 1 https://doi.org/10.1109/tgrs.2017.2755542 https://doi.org/10.1109/tgrs.2017.2755542 PROPN ajst-27321 290 1 [ [ X ajst-27321 290 2 46 46 NUM ajst-27321 290 3 ] ] X ajst-27321 290 4 zhongming zhongming PROPN ajst-27321 290 5 , , PUNCT ajst-27321 290 6 z. z. PROPN ajst-27321 290 7 , , PUNCT ajst-27321 290 8 linong linong PROPN ajst-27321 290 9 , , PUNCT ajst-27321 290 10 l. l. PROPN ajst-27321 290 11 , , PUNCT ajst-27321 290 12 xiaona xiaona PROPN ajst-27321 290 13 , , PUNCT ajst-27321 290 14 y. y. PROPN ajst-27321 290 15 , , PUNCT ajst-27321 290 16 wangqiang wangqiang PROPN ajst-27321 290 17 , , PUNCT ajst-27321 290 18 z. z. PROPN ajst-27321 290 19 , , PUNCT ajst-27321 290 20 & & CCONJ ajst-27321 290 21 wei wei PROPN ajst-27321 290 22 , , PUNCT ajst-27321 290 23 l. l. PROPN ajst-27321 290 24 , , PUNCT ajst-27321 290 25 atlas atlas PROPN ajst-27321 290 26 of of ADP ajst-27321 290 27 mortality mortality NOUN ajst-27321 290 28 and and CCONJ ajst-27321 290 29 economic economic ADJ ajst-27321 290 30 losses loss NOUN ajst-27321 290 31 from from ADP ajst-27321 290 32 weather weather NOUN ajst-27321 290 33 , , PUNCT ajst-27321 290 34 climate climate NOUN ajst-27321 290 35 and and CCONJ ajst-27321 290 36 water water NOUN ajst-27321 290 37 extremes extreme NOUN ajst-27321 290 38 ( ( PUNCT ajst-27321 290 39 1970–2012 1970–2012 NUM ajst-27321 290 40 ) ) PUNCT ajst-27321 290 41 , , PUNCT ajst-27321 290 42 wmo wmo PROPN ajst-27321 290 43 , , PUNCT ajst-27321 290 44 2014 2014 NUM ajst-27321 290 45 . . PUNCT ajst-27321 291 1 [ [ X ajst-27321 291 2 47 47 NUM ajst-27321 291 3 ] ] X ajst-27321 291 4 zscheischler zscheischler NOUN ajst-27321 291 5 , , PUNCT ajst-27321 291 6 j. j. PROPN ajst-27321 291 7 , , PUNCT ajst-27321 291 8 westra westra PROPN ajst-27321 291 9 , , PUNCT ajst-27321 291 10 s. s. PROPN ajst-27321 291 11 , , PUNCT ajst-27321 291 12 van van PROPN ajst-27321 291 13 den den PROPN ajst-27321 291 14 hurk hurk PROPN ajst-27321 291 15 , , PUNCT ajst-27321 291 16 b. b. PROPN ajst-27321 291 17 , , PUNCT ajst-27321 291 18 seneviratne seneviratne PROPN ajst-27321 291 19 , , PUNCT ajst-27321 291 20 s. s. PROPN ajst-27321 291 21 i. i. PROPN ajst-27321 291 22 , , PUNCT ajst-27321 291 23 ward ward INTJ ajst-27321 291 24 , , PUNCT ajst-27321 291 25 p. p. PROPN ajst-27321 291 26 j. j. PROPN ajst-27321 291 27 , , PUNCT ajst-27321 291 28 pitman pitman PROPN ajst-27321 291 29 , , PUNCT ajst-27321 291 30 a. a. PROPN ajst-27321 291 31 , , PUNCT ajst-27321 291 32 aghakouchak aghakouchak PROPN ajst-27321 291 33 , , PUNCT ajst-27321 291 34 a. a. PROPN ajst-27321 291 35 , , PUNCT ajst-27321 291 36 bresch bresch PROPN ajst-27321 291 37 , , PUNCT ajst-27321 291 38 d. d. PROPN ajst-27321 291 39 n. n. PROPN ajst-27321 291 40 , , PUNCT ajst-27321 291 41 leonard leonard PROPN ajst-27321 291 42 , , PUNCT ajst-27321 291 43 m. m. NOUN ajst-27321 291 44 , , PUNCT ajst-27321 291 45 wahl wahl PROPN ajst-27321 291 46 , , PUNCT ajst-27321 291 47 t. t. PROPN ajst-27321 291 48 , , PUNCT ajst-27321 291 49 & & CCONJ ajst-27321 291 50 zhang zhang PROPN ajst-27321 291 51 , , PUNCT ajst-27321 291 52 x. x. PROPN ajst-27321 291 53 b. b. PROPN ajst-27321 291 54 , , PUNCT ajst-27321 291 55 " " PUNCT ajst-27321 291 56 future future ADJ ajst-27321 291 57 climate climate NOUN ajst-27321 291 58 risk risk NOUN ajst-27321 291 59 from from ADP ajst-27321 291 60 compound compound NOUN ajst-27321 291 61 events event NOUN ajst-27321 291 62 , , PUNCT ajst-27321 291 63 " " PUNCT ajst-27321 291 64 nature nature NOUN ajst-27321 291 65 climate climate NOUN ajst-27321 291 66 change change NOUN ajst-27321 291 67 , , PUNCT ajst-27321 291 68 vol vol NOUN ajst-27321 291 69 . . PROPN ajst-27321 291 70 8 8 NUM ajst-27321 291 71 , , PUNCT ajst-27321 291 72 no no INTJ ajst-27321 291 73 . . NOUN ajst-27321 291 74 6 6 NUM ajst-27321 291 75 , , PUNCT ajst-27321 291 76 pp pp ADJ ajst-27321 291 77 . . PUNCT ajst-27321 292 1 469 469 NUM ajst-27321 292 2 - - SYM ajst-27321 292 3 477 477 NUM ajst-27321 292 4 , , PUNCT ajst-27321 292 5 2018 2018 NUM ajst-27321 292 6 . . PUNCT ajst-27321 293 1 https://doi.org/10.1038/s41558-018-0156-3 https://doi.org/10.1038/s41558-018-0156-3 PUNCT