{"id":"https://openalex.org/W2529488955","doi":"https://doi.org/10.1109/tgrs.2016.2608987","title":"Localization or Globalization? Determination of the Optimal Regression Window for Disaggregation of Land Surface Temperature","display_name":"Localization or Globalization? Determination of the Optimal Regression Window for Disaggregation of Land Surface Temperature","publication_year":2016,"publication_date":"2016-10-04","ids":{"openalex":"https://openalex.org/W2529488955","doi":"https://doi.org/10.1109/tgrs.2016.2608987","mag":"2529488955"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2016.2608987","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2016.2608987","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072393396","display_name":"Lun Gao","orcid":"https://orcid.org/0000-0002-6382-7684"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lun Gao","raw_affiliation_strings":["Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001957429","display_name":"Wenfeng Zhan","orcid":"https://orcid.org/0000-0001-7487-821X"},"institutions":[{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenfeng Zhan","raw_affiliation_strings":["Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application, Nanjing, China","institution_ids":["https://openalex.org/I4210141657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027295717","display_name":"Fan Huang","orcid":"https://orcid.org/0000-0002-1409-2167"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Huang","raw_affiliation_strings":["Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054306026","display_name":"Jinling Quan","orcid":"https://orcid.org/0000-0001-7745-6418"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinling Quan","raw_affiliation_strings":["State Key Laboratory of Resources and Environmental Information System, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Resources and Environmental Information System, Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021529680","display_name":"Xiaoman Lu","orcid":"https://orcid.org/0000-0003-0669-8780"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoman Lu","raw_affiliation_strings":["Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100455841","display_name":"Fei Wang","orcid":"https://orcid.org/0000-0002-5538-7690"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Wang","raw_affiliation_strings":["Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010493327","display_name":"Weimin Ju","orcid":"https://orcid.org/0000-0002-0010-7401"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weimin Ju","raw_affiliation_strings":["Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Provincial Key Laboratory of Geographic Information Science and Technology, International Institute for Earth System Science, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076740062","display_name":"Ji Zhou","orcid":"https://orcid.org/0000-0001-9926-7693"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji Zhou","raw_affiliation_strings":["School of Resources and Environment and Information Geoscience Research Center, University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Resources and Environment and Information Geoscience Research Center, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5072393396"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":1.2229,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.79223367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"55","issue":"1","first_page":"477","last_page":"490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10766","display_name":"Urban Heat Island Mitigation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10766","display_name":"Urban Heat Island Mitigation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10644","display_name":"Cryospheric studies and observations","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/T11333","display_name":"Climate change and permafrost","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.6388366222381592},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.6373153924942017},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5763775706291199},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5703325271606445},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47736167907714844},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.4773592948913574},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.44690343737602234},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4308609366416931},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4102259576320648},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4039233922958374},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.2222089171409607},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18942487239837646},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18170392513275146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17167475819587708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1543528437614441},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11348697543144226}],"concepts":[{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.6388366222381592},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.6373153924942017},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5763775706291199},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5703325271606445},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47736167907714844},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.4773592948913574},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.44690343737602234},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4308609366416931},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4102259576320648},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4039233922958374},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.2222089171409607},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18942487239837646},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18170392513275146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17167475819587708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1543528437614441},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11348697543144226},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2016.2608987","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2016.2608987","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7599999904632568}],"awards":[{"id":"https://openalex.org/G1994514346","display_name":null,"funder_award_id":"41671420","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3232636152","display_name":null,"funder_award_id":"BK20130566","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G5979754227","display_name":null,"funder_award_id":"41301360","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6933351051","display_name":null,"funder_award_id":"BK20130568","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1976138515","https://openalex.org/W1977618503","https://openalex.org/W1983154923","https://openalex.org/W1983745221","https://openalex.org/W1990330790","https://openalex.org/W1991442427","https://openalex.org/W1997058127","https://openalex.org/W1997871535","https://openalex.org/W1997879373","https://openalex.org/W1998079645","https://openalex.org/W1998943937","https://openalex.org/W2006758877","https://openalex.org/W2008441434","https://openalex.org/W2008684942","https://openalex.org/W2008723723","https://openalex.org/W2013792783","https://openalex.org/W2014630223","https://openalex.org/W2024697317","https://openalex.org/W2031596845","https://openalex.org/W2034174587","https://openalex.org/W2041570083","https://openalex.org/W2043813651","https://openalex.org/W2069281949","https://openalex.org/W2077270238","https://openalex.org/W2084285840","https://openalex.org/W2085243105","https://openalex.org/W2093675520","https://openalex.org/W2105058098","https://openalex.org/W2107728216","https://openalex.org/W2109120345","https://openalex.org/W2111496197","https://openalex.org/W2116327754","https://openalex.org/W2119204870","https://openalex.org/W2119358039","https://openalex.org/W2125884013","https://openalex.org/W2127437631","https://openalex.org/W2130615363","https://openalex.org/W2137570225","https://openalex.org/W2139531445","https://openalex.org/W2146091272","https://openalex.org/W2154272608","https://openalex.org/W2155553137","https://openalex.org/W2163485644","https://openalex.org/W2320479958"],"related_works":["https://openalex.org/W2109115373","https://openalex.org/W2390901981","https://openalex.org/W4230691760","https://openalex.org/W2615806692","https://openalex.org/W2080965330","https://openalex.org/W2547534968","https://openalex.org/W31220157","https://openalex.org/W2288557197","https://openalex.org/W4233024177","https://openalex.org/W2101914902"],"abstract_inverted_index":{"The":[0],"past":[1],"decade":[2],"has":[3,31],"witnessed":[4],"the":[5,17,73,76,110,116,128,132,138,144,154,158,161,174,184,195,199,211,214,217,225,232,249],"disaggregation":[6,123],"of":[7,19,39,48,75,213,227],"remotely":[8],"sensed":[9],"land":[10,25,101],"surface":[11,26],"temperature":[12,27],"(DLST),":[13],"which":[14,30,172,207],"aims":[15],"for":[16,137,254],"generation":[18],"high":[20,180],"temporal":[21],"and":[22,29,57,87,104,115,125,149,160,203,216],"spatial":[23],"resolution":[24,145,181],"(LST)":[28],"steadily":[32],"evolved":[33],"into":[34],"a":[35,53,64,67,236],"relatively":[36],"independent":[37],"subfield":[38],"thermal":[40],"remote":[41],"sensing.":[42],"Limited":[43],"by":[44,143,198,234],"Tobler's":[45],"first":[46],"law":[47],"geography,":[49],"DLST":[50,97],"methods":[51],"require":[52],"regression":[54,69,77,252],"between":[55,147,157],"LSTs":[56,230],"scaling":[58],"factors":[59],"using":[60,235],"image":[61],"pixels":[62],"within":[63],"globalized":[65],"or":[66],"localized":[68],"window.":[70],"Recommendations":[71],"regarding":[72],"selection":[74],"window":[78,112,118,253],"have":[79],"been":[80],"provided,":[81],"but":[82],"they":[83],"are":[84,209,219,242],"mainly":[85],"subjective":[86],"based":[88,166],"on":[89,167],"highly":[90],"specific":[91],"examples.":[92],"In":[93],"this":[94],"context,":[95],"100":[96],"samples":[98],"with":[99],"diversified":[100],"cover":[102],"types":[103],"climates":[105],"were":[106],"employed":[107],"to":[108,179,183,189,244],"assess":[109],"global":[111],"strategy":[113,119,156,176],"(GWS)":[114],"local":[117],"(LWS).":[120],"To":[121,152],"optimize":[122],"accuracy":[124,196],"computational":[126],"complexity,":[127],"assessments":[129],"show":[130],"that":[131,194,224],"optimal":[133],"moving-window":[134],"size":[135],"(MWS)":[136],"LWS":[139,218,233],"can":[140],"be":[141],"estimated":[142],"ratio":[146],"pre-":[148],"postdisaggregated":[150],"LSTs.":[151],"identify":[153],"better":[155,175],"GWS":[159,215],"LWS,":[162],"an":[163],"indirect":[164],"criterion":[165],"aggregation-disaggregation":[168],"(ICAD)":[169],"was":[170],"formulated,":[171],"determines":[173],"from":[177,187],"medium":[178,190],"according":[182],"associated":[185],"performances":[186,212],"low":[188],"resolution.":[191],"Validations":[192],"demonstrate":[193],"predicted":[197],"ICAD":[200],"achieves":[201],"72%,":[202],"in":[204,206,247],"cases":[205],"predictions":[208],"incorrect,":[210],"similar.":[220],"Further":[221],"evidences":[222],"indicate":[223],"use":[226],"historical":[228],"high-resolution":[229],"improves":[231],"locally":[237],"varying":[238],"MWS.":[239],"These":[240],"findings":[241],"able":[243],"guide":[245],"researchers":[246],"choosing":[248],"most":[250],"suitable":[251],"any":[255],"particular":[256],"DLST.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
