{"id":"https://openalex.org/W4210668212","doi":"https://doi.org/10.3390/rs14030712","title":"The Influence of Climate Change on Forest Fires in Yunnan Province, Southwest China Detected by GRACE Satellites","display_name":"The Influence of Climate Change on Forest Fires in Yunnan Province, Southwest China Detected by GRACE Satellites","publication_year":2022,"publication_date":"2022-02-02","ids":{"openalex":"https://openalex.org/W4210668212","doi":"https://doi.org/10.3390/rs14030712"},"language":"en","primary_location":{"id":"doi:10.3390/rs14030712","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14030712","pdf_url":"https://www.mdpi.com/2072-4292/14/3/712/pdf?version=1644400046","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/3/712/pdf?version=1644400046","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034533629","display_name":"Lilu Cui","orcid":"https://orcid.org/0000-0002-7694-2972"},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lilu Cui","raw_affiliation_strings":["School of Architecture and Civil Engineering, Chengdu University, Chengdu 610106, China"],"raw_orcid":"https://orcid.org/0000-0002-7694-2972","affiliations":[{"raw_affiliation_string":"School of Architecture and Civil Engineering, Chengdu University, Chengdu 610106, China","institution_ids":["https://openalex.org/I4210125143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100955418","display_name":"Chuanjiang Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanjiang Luo","raw_affiliation_strings":["School of Architecture and Civil Engineering, Chengdu University, Chengdu 610106, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Civil Engineering, Chengdu University, Chengdu 610106, China","institution_ids":["https://openalex.org/I4210125143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112616780","display_name":"Chaolong Yao","orcid":"https://orcid.org/0000-0002-7954-9703"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaolong Yao","raw_affiliation_strings":["College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035059338","display_name":"Zhengbo Zou","orcid":"https://orcid.org/0000-0002-1422-7068"},"institutions":[{"id":"https://openalex.org/I90149893","display_name":"China Earthquake Administration","ror":"https://ror.org/045sza929","country_code":"CN","type":"facility","lineage":["https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhengbo Zou","raw_affiliation_strings":["Gavitation and Earth Tide, National Observation and Research Station, Wuhan 430071, China","Key Laboratory of Earthquake Geodesy, Institute of Seismology, China Earthquake Administration, Wuhan 430071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gavitation and Earth Tide, National Observation and Research Station, Wuhan 430071, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Earthquake Geodesy, Institute of Seismology, China Earthquake Administration, Wuhan 430071, China","institution_ids":["https://openalex.org/I90149893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100900512","display_name":"Guiju Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I90149893","display_name":"China Earthquake Administration","ror":"https://ror.org/045sza929","country_code":"CN","type":"facility","lineage":["https://openalex.org/I90149893"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiju Wu","raw_affiliation_strings":["Gavitation and Earth Tide, National Observation and Research Station, Wuhan 430071, China","Key Laboratory of Earthquake Geodesy, Institute of Seismology, China Earthquake Administration, Wuhan 430071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gavitation and Earth Tide, National Observation and Research Station, Wuhan 430071, China","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Earthquake Geodesy, Institute of Seismology, China Earthquake Administration, Wuhan 430071, China","institution_ids":["https://openalex.org/I90149893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102969139","display_name":"Qiong Li","orcid":"https://orcid.org/0000-0001-9373-3905"},"institutions":[{"id":"https://openalex.org/I165745306","display_name":"Southwest Petroleum University","ror":"https://ror.org/03h17x602","country_code":"CN","type":"education","lineage":["https://openalex.org/I165745306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiong Li","raw_affiliation_strings":["School of Civil Engineering and Geomatics, Southwest Petroleum University, Chengdu 610500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil Engineering and Geomatics, Southwest Petroleum University, Chengdu 610500, China","institution_ids":["https://openalex.org/I165745306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006957378","display_name":"Xiaolong Wang","orcid":"https://orcid.org/0000-0002-6037-9871"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaolong Wang","raw_affiliation_strings":["Nanning Survey and Design Institute Group Co., Ltd., Nanning 530022, China"],"raw_orcid":"https://orcid.org/0000-0002-6037-9871","affiliations":[{"raw_affiliation_string":"Nanning Survey and Design Institute Group Co., Ltd., Nanning 530022, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035059338"],"corresponding_institution_ids":["https://openalex.org/I90149893"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":6.1788,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.974713,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"14","issue":"3","first_page":"712","last_page":"712"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11405","display_name":"Geophysics and Gravity Measurements","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11405","display_name":"Geophysics and Gravity Measurements","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10029","display_name":"Climate variability and models","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7665178179740906},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.6050798296928406},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.5935692191123962},{"id":"https://openalex.org/keywords/evapotranspiration","display_name":"Evapotranspiration","score":0.548173725605011},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.3963063657283783},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3891492784023285},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.24042734503746033},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.19305676221847534},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.0959138572216034},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08522316813468933},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.06435948610305786}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7665178179740906},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.6050798296928406},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.5935692191123962},{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.548173725605011},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3963063657283783},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3891492784023285},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.24042734503746033},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.19305676221847534},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0959138572216034},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08522316813468933},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.06435948610305786},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14030712","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14030712","pdf_url":"https://www.mdpi.com/2072-4292/14/3/712/pdf?version=1644400046","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:46eac58962ad4901a527937a504501c4","is_oa":true,"landing_page_url":"https://doaj.org/article/46eac58962ad4901a527937a504501c4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 3, p 712 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/3/712/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14030712","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 3; Pages: 712","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14030712","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14030712","pdf_url":"https://www.mdpi.com/2072-4292/14/3/712/pdf?version=1644400046","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.550000011920929}],"awards":[{"id":"https://openalex.org/G3566776803","display_name":"\u963f\u62c9\u5584\u5730\u5757\u4e1c\u5357\u7f18\u7cbe\u7ec6\u5bc6\u5ea6\u7ed3\u6784\u53ca\u6df1\u90e8\u6784\u9020\u7279\u5f81\u7814\u7a76","funder_award_id":"42074172","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1131879894","https://openalex.org/W1585787837","https://openalex.org/W1784610007","https://openalex.org/W1963700381","https://openalex.org/W1964036546","https://openalex.org/W1964538786","https://openalex.org/W1986945538","https://openalex.org/W1989364707","https://openalex.org/W1989668498","https://openalex.org/W1990931465","https://openalex.org/W1993393168","https://openalex.org/W1994260918","https://openalex.org/W2003828148","https://openalex.org/W2009341732","https://openalex.org/W2031705591","https://openalex.org/W2049236891","https://openalex.org/W2065634471","https://openalex.org/W2066801828","https://openalex.org/W2068968059","https://openalex.org/W2082001988","https://openalex.org/W2083309207","https://openalex.org/W2092645526","https://openalex.org/W2092688177","https://openalex.org/W2095530827","https://openalex.org/W2096147911","https://openalex.org/W2101529388","https://openalex.org/W2103475795","https://openalex.org/W2112084935","https://openalex.org/W2112130499","https://openalex.org/W2122255213","https://openalex.org/W2134927874","https://openalex.org/W2138836451","https://openalex.org/W2141678491","https://openalex.org/W2141992362","https://openalex.org/W2149390613","https://openalex.org/W2152406914","https://openalex.org/W2154710695","https://openalex.org/W2160235347","https://openalex.org/W2173532158","https://openalex.org/W2485420366","https://openalex.org/W2523841373","https://openalex.org/W2555329729","https://openalex.org/W2592514856","https://openalex.org/W2594551554","https://openalex.org/W2768939228","https://openalex.org/W2979493568","https://openalex.org/W3071906542","https://openalex.org/W3095120441","https://openalex.org/W3096615046","https://openalex.org/W3121444475","https://openalex.org/W3122035586","https://openalex.org/W3126682988","https://openalex.org/W3179670884","https://openalex.org/W3199629593","https://openalex.org/W3207961666","https://openalex.org/W4237146117","https://openalex.org/W4250044145","https://openalex.org/W6604702354","https://openalex.org/W6636585344","https://openalex.org/W6652528610","https://openalex.org/W6683219550"],"related_works":["https://openalex.org/W2102874016","https://openalex.org/W2352756686","https://openalex.org/W2354103845","https://openalex.org/W3689139","https://openalex.org/W2080467217","https://openalex.org/W2030038391","https://openalex.org/W2329093186","https://openalex.org/W2043190763","https://openalex.org/W2240811799","https://openalex.org/W2354666346"],"abstract_inverted_index":{"Yunnan":[0,139,311],"province":[1],"in":[2,26,61,135,152,231,241,262,266,278,289,310],"China":[3],"has":[4,205],"rich":[5],"forest":[6,10,24,32,59,100,147,253,308],"resources":[7],"but":[8],"high":[9],"fire":[11,33],"frequency.":[12],"Therefore,":[13],"a":[14],"better":[15],"understanding":[16],"of":[17,55,72,99,130,238,248,304],"the":[18,38,53,62,68,78,84,111,144,157,202,210,215,223,239,246,263,267,274,287,290,302],"relationship":[19,112],"between":[20,113,276],"climate":[21,56,225,305],"change":[22,48,57,306],"and":[23,41,70,83,116,118,137,141,156,171,180,189,192,198,229,280],"fires":[25,60,101,148,309],"this":[27,232,242],"region":[28,63],"is":[29,160,283],"important":[30],"for":[31],"prevention.":[34],"This":[35],"study":[36],"used":[37,77],"Gravity":[39],"Recovery":[40],"Climate":[42],"Experiment":[43],"(GRACE)":[44],"terrestrial":[45],"water":[46,236],"storage":[47,237],"(TWSC)":[49],"data":[50,91],"to":[51,88,245,252,259],"analyze":[52],"influence":[54,303],"on":[58,214,307],"during":[64,102],"2003\u20132016.":[65],"To":[66],"improve":[67],"accuracy":[69],"reliability":[71],"GRACE":[73,94,183,298],"TWSC":[74,90,184,230,277],"data,":[75],"we":[76],"generalized":[79],"three-cornered":[80],"hat":[81],"(GTCH)":[82],"least":[85],"square":[86],"method":[87],"fuse":[89],"from":[92],"six":[93],"solutions.":[95],"The":[96,123,218,293],"spatiotemporal":[97],"variation":[98],"2003\u20132016":[103],"was":[104,121],"investigated":[105],"using":[106],"burned":[107,114,131,158,203,264],"area":[108,115,159,204,265],"data.":[109],"Then,":[110],"hydrological":[117],"climatic":[119],"factors":[120,213],"analyzed.":[122],"results":[124,295],"indicate":[125],"that":[126,222,273,297],"more":[127],"than":[128,286],"90%":[129],"areas":[132],"are":[133,149],"located":[134],"northwestern":[136],"southern":[138],"(NW":[140],"S).":[142],"On":[143],"seasonal":[145],"scale,":[146],"mainly":[150],"concentrated":[151],"January\u2013April":[153],"(dry":[154],"season)":[155],"negatively":[161],"correlated":[162],"with":[163,209],"precipitation":[164,288],"(correlation":[165],"coefficient":[166],"r":[167],"=":[168,177,186,195],"\u22120.83":[169],"(NW)":[170,179,188,197],"\u22120.51":[172],"(S)),":[173,182],"relative":[174],"humidity":[175],"(r":[176,185,194],"\u22120.79":[178],"\u22120.92":[181],"\u22120.57":[187],"\u22120.73":[190],"(S))":[191],"evapotranspiration":[193,228],"\u22120.90":[196],"\u22120.35":[199],"(S)).":[200],"However,":[201],"no":[206],"significant":[207],"correlations":[208],"above":[211,268,294],"four":[212],"interannual":[216],"scale.":[217],"composite":[219],"analysis":[220],"suggests":[221],"extreme":[224],"affects":[226],"precipitation,":[227],"region,":[233,243],"thereby":[234],"changing":[235],"air":[240],"leading":[244],"formation":[247],"an":[249,260],"environment":[250],"prone":[251],"fires.":[254],"Such":[255],"conditions":[256],"have":[257],"led":[258],"increase":[261],"region.":[269],"We":[270],"also":[271],"found":[272],"difference":[275],"high-":[279],"low-fire":[281],"years":[282],"much":[284],"greater":[285],"same":[291],"period.":[292],"show":[296],"satellites":[299],"can":[300],"detect":[301],"province.":[312]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":9}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}