{"id":"https://openalex.org/W2520209079","doi":"https://doi.org/10.3390/rs8090760","title":"Scale Effects of the Relationships between Urban Heat Islands and Impact Factors Based on a Geographically-Weighted Regression Model","display_name":"Scale Effects of the Relationships between Urban Heat Islands and Impact Factors Based on a Geographically-Weighted Regression Model","publication_year":2016,"publication_date":"2016-09-15","ids":{"openalex":"https://openalex.org/W2520209079","doi":"https://doi.org/10.3390/rs8090760","mag":"2520209079"},"language":"en","primary_location":{"id":"doi:10.3390/rs8090760","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8090760","pdf_url":"https://www.mdpi.com/2072-4292/8/9/760/pdf?version=1473945117","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/2072-4292/8/9/760/pdf?version=1473945117","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043449790","display_name":"Xiaobo Luo","orcid":"https://orcid.org/0000-0001-5688-0324"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaobo Luo","raw_affiliation_strings":["Chongqing Institute of Meteorological Science, Chongqing 401147, China","Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, 2 Chongwen Road, Nan\u2019an District, Chongqing 400065, China","Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, 2 Chongwen Road, Nan'an District, Chongqing 400065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Institute of Meteorological Science, Chongqing 401147, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, 2 Chongwen Road, Nan\u2019an District, Chongqing 400065, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, 2 Chongwen Road, Nan'an District, Chongqing 400065, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084538363","display_name":"Yidong Peng","orcid":"https://orcid.org/0000-0003-3779-0360"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yidong Peng","raw_affiliation_strings":["Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, 2 Chongwen Road, Nan\u2019an District, Chongqing 400065, China","Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, 2 Chongwen Road, Nan'an District, Chongqing 400065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, 2 Chongwen Road, Nan\u2019an District, Chongqing 400065, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, 2 Chongwen Road, Nan'an District, Chongqing 400065, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5043449790"],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.5751,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.88121393,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"8","issue":"9","first_page":"760","last_page":"760"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10766","display_name":"Urban Heat Island Mitigation","score":0.9988999962806702,"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":0.9988999962806702,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9894999861717224,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9778000116348267,"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/geographically-weighted-regression","display_name":"Geographically Weighted Regression","score":0.6084849834442139},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5967500805854797},{"id":"https://openalex.org/keywords/urban-heat-island","display_name":"Urban heat island","score":0.5558950901031494},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.48963266611099243},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.47674688696861267},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.37929531931877136},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.24158549308776855},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14770299196243286},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.1296609342098236},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11505752801895142}],"concepts":[{"id":"https://openalex.org/C2910321205","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geographically Weighted Regression","level":2,"score":0.6084849834442139},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5967500805854797},{"id":"https://openalex.org/C54005896","wikidata":"https://www.wikidata.org/wiki/Q215712","display_name":"Urban heat island","level":2,"score":0.5558950901031494},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.48963266611099243},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.47674688696861267},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.37929531931877136},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.24158549308776855},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14770299196243286},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.1296609342098236},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11505752801895142}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs8090760","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8090760","pdf_url":"https://www.mdpi.com/2072-4292/8/9/760/pdf?version=1473945117","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:b2ce74d23cf841ad9e8e505de80aeb9b","is_oa":true,"landing_page_url":"https://doaj.org/article/b2ce74d23cf841ad9e8e505de80aeb9b","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 8, Iss 9, p 760 (2016)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs8090760","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs8090760","pdf_url":"https://www.mdpi.com/2072-4292/8/9/760/pdf?version=1473945117","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":[{"display_name":"Sustainable cities and communities","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/11"},{"display_name":"Climate action","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G8316846645","display_name":"\u57fa\u4e8e\u8bcd\u888b\u6a21\u578b\u7684\u591a\u7279\u5f81\u878d\u5408\u7269\u4f53\u8bc6\u522b\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61272195","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324805","display_name":"Chongqing Municipal Education Commission","ror":"https://ror.org/031nm5713"},{"id":"https://openalex.org/F4320336006","display_name":"Institute of Remote Sensing and Digital Earth","ror":"https://ror.org/02cjszf03"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2520209079.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W918712335","https://openalex.org/W1416925445","https://openalex.org/W1964217023","https://openalex.org/W1964839554","https://openalex.org/W1964850105","https://openalex.org/W1965114096","https://openalex.org/W1966360676","https://openalex.org/W1969020203","https://openalex.org/W1969087971","https://openalex.org/W1969394913","https://openalex.org/W1975840289","https://openalex.org/W1981939599","https://openalex.org/W1984811700","https://openalex.org/W1987221249","https://openalex.org/W1992444301","https://openalex.org/W1998686199","https://openalex.org/W2001618596","https://openalex.org/W2002084275","https://openalex.org/W2008645757","https://openalex.org/W2017799585","https://openalex.org/W2018773489","https://openalex.org/W2036670520","https://openalex.org/W2036864356","https://openalex.org/W2038509706","https://openalex.org/W2047120335","https://openalex.org/W2063198709","https://openalex.org/W2074591209","https://openalex.org/W2077611149","https://openalex.org/W2079423106","https://openalex.org/W2080844285","https://openalex.org/W2089168278","https://openalex.org/W2096445870","https://openalex.org/W2102417376","https://openalex.org/W2109003212","https://openalex.org/W2109785413","https://openalex.org/W2112683117","https://openalex.org/W2117098900","https://openalex.org/W2121024110","https://openalex.org/W2126943165","https://openalex.org/W2131421516","https://openalex.org/W2137322325","https://openalex.org/W2143761504","https://openalex.org/W2161241309","https://openalex.org/W2172120354","https://openalex.org/W2322480672","https://openalex.org/W2347417045","https://openalex.org/W2353217434","https://openalex.org/W2378195534"],"related_works":["https://openalex.org/W2547006382","https://openalex.org/W3017730864","https://openalex.org/W2783333685","https://openalex.org/W4365510477","https://openalex.org/W4281627721","https://openalex.org/W4389345494","https://openalex.org/W3209059809","https://openalex.org/W59857474","https://openalex.org/W3166254232","https://openalex.org/W4382702350"],"abstract_inverted_index":{"Urban":[0],"heat":[1],"island":[2],"(UHI)":[3],"effect,":[4],"the":[5,16,21,44,53,61,67,86,91,97,104,107,116,131,140,145,152,169,174,177,199,216,223,235,243],"side":[6],"effect":[7],"of":[8,20,66,106,176,180,245],"rapid":[9],"urbanization,":[10],"has":[11,209],"become":[12,210],"an":[13],"obstacle":[14],"to":[15,31,51,164,204,239],"further":[17],"healthy":[18],"development":[19],"city.":[22],"Understanding":[23],"its":[24],"relationships":[25,68,224],"with":[26,225,242],"impact":[27,74,83],"factors":[28,75,84],"is":[29,49,126],"important":[30],"provide":[32],"useful":[33],"information":[34],"for":[35],"climate":[36],"adaptation":[37],"urban":[38],"planning":[39],"strategies.":[40],"For":[41,114],"this":[42,207],"purpose,":[43],"geographically-weighted":[45],"regression":[46,124],"(GWR)":[47],"approach":[48,154,171],"used":[50],"explore":[52],"scale":[54,201],"effects":[55],"in":[56,139,234],"a":[57,122,156,161],"mountainous":[58],"city,":[59],"namely":[60],"change":[62],"laws":[63],"and":[64,73,96,110,135,160,188,230],"characteristics":[65],"between":[69],"land":[70],"surface":[71],"temperature":[72],"at":[76,190],"different":[77],"spatial":[78,166,192,200,232,246],"resolutions":[79],"(30\u2013960":[80],"m).":[81],"The":[82],"include":[85],"Soil-adjusted":[87],"Vegetation":[88],"Index":[89,94,100],"(SAVI),":[90],"Index-based":[92],"Built-up":[93],"(IBI),":[95],"Soil":[98],"Brightness":[99],"(NDSI),":[101],"which":[102],"indicate":[103],"coverage":[105],"vegetation,":[108],"built-up,":[109],"bare":[111],"land,":[112],"respectively.":[113],"reference,":[115],"ordinary":[117],"least":[118],"squares":[119],"(OLS)":[120],"model,":[121],"global":[123],"technique,":[125],"also":[127],"employed":[128],"by":[129,148,173],"using":[130],"same":[132],"dependent":[133],"variable":[134],"explanatory":[136],"variables":[137],"as":[138],"GWR":[141,153,217],"model.":[142],"Results":[143],"from":[144],"experiment":[146],"exemplified":[147],"Chongqing":[149],"showed":[150],"that":[151,215],"had":[155],"better":[157,162],"prediction":[158],"accuracy":[159],"ability":[163],"describe":[165],"non-stationarity":[167,233],"than":[168],"OLS":[170],"judged":[172],"analysis":[175],"local":[178],"coefficient":[179],"determination":[181],"(R2),":[182],"Corrected":[183],"Akaike":[184],"Information":[185],"Criterion":[186],"(AICc),":[187],"F-test":[189],"small":[191],"resolution":[193],"(&lt;":[194],"240":[195],"m);":[196],"however,":[197],"when":[198],"was":[202],"increased":[203],"480":[205],"m,":[206],"advantage":[208],"relatively":[211],"weak.":[212],"This":[213],"indicates":[214],"model":[218],"becomes":[219],"increasingly":[220],"global,":[221],"revealing":[222],"more":[226],"generalized":[227],"geographical":[228],"patterns,":[229],"then":[231],"relationship":[236],"will":[237],"tend":[238],"be":[240],"neglected":[241],"increase":[244],"resolution.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":2}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
