{"id":"https://openalex.org/W4386609032","doi":"https://doi.org/10.1109/jstars.2023.3314087","title":"Evolution of Gradual and Abrupt Trends in Nighttime Lights and Responses to Land Drivers via BFAST01 and Geographically Weighted Regression","display_name":"Evolution of Gradual and Abrupt Trends in Nighttime Lights and Responses to Land Drivers via BFAST01 and Geographically Weighted Regression","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386609032","doi":"https://doi.org/10.1109/jstars.2023.3314087"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2023.3314087","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/jstars.2023.3314087","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9973430/10247103.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/9973430/10247103.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076391927","display_name":"Biyun Guo","orcid":"https://orcid.org/0009-0006-3130-6338"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Biyun Guo","raw_affiliation_strings":["College of Resource Environment and Tourism, Capital Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Resource Environment and Tourism, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069602887","display_name":"Deyong Hu","orcid":"https://orcid.org/0000-0001-7136-677X"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deyong Hu","raw_affiliation_strings":["College of Resource Environment and Tourism, Capital Normal University, Beijing, China","Key Laboratory of 3D Information Acquisition and Application, Ministry of Education, Capital Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Resource Environment and Tourism, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]},{"raw_affiliation_string":"Key Laboratory of 3D Information Acquisition and Application, Ministry of Education, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101641699","display_name":"Zongyao Wang","orcid":"https://orcid.org/0000-0002-2690-6623"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongyao Wang","raw_affiliation_strings":["College of Resource Environment and Tourism, Capital Normal University, Beijing, China","Key Laboratory of 3D Information Acquisition and Application, Ministry of Education, Capital Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Resource Environment and Tourism, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]},{"raw_affiliation_string":"Key Laboratory of 3D Information Acquisition and Application, Ministry of Education, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082716759","display_name":"Aixuan Lin","orcid":"https://orcid.org/0000-0001-9731-8274"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aixuan Lin","raw_affiliation_strings":["College of Resource Environment and Tourism, Capital Normal University, Beijing, China","Key Laboratory of 3D Information Acquisition and Application, Ministry of Education, Capital Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"College of Resource Environment and Tourism, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]},{"raw_affiliation_string":"Key Laboratory of 3D Information Acquisition and Application, Ministry of Education, Capital Normal University, Beijing, China","institution_ids":["https://openalex.org/I96852419"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076391927"],"corresponding_institution_ids":["https://openalex.org/I96852419"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.1608,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51090672,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"16","issue":null,"first_page":"8609","last_page":"8620"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":1.0,"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/T10692","display_name":"Urban Green Space and Health","score":0.9684000015258789,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9674999713897705,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/visible-infrared-imaging-radiometer-suite","display_name":"Visible Infrared Imaging Radiometer Suite","score":0.8155041337013245},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.7544363141059875},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5403419137001038},{"id":"https://openalex.org/keywords/beijing","display_name":"Beijing","score":0.5337446928024292},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.4720422029495239},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.4321642518043518},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.42521175742149353},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.4183812737464905},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.40771034359931946},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.36968857049942017},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.36906635761260986},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.3629901707172394},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3077506124973297},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21605756878852844},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.1927798092365265},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14633125066757202},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10355108976364136}],"concepts":[{"id":"https://openalex.org/C2777701342","wikidata":"https://www.wikidata.org/wiki/Q16948273","display_name":"Visible Infrared Imaging Radiometer Suite","level":3,"score":0.8155041337013245},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.7544363141059875},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5403419137001038},{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.5337446928024292},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.4720422029495239},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.4321642518043518},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.42521175742149353},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4183812737464905},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.40771034359931946},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.36968857049942017},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.36906635761260986},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.3629901707172394},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3077506124973297},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21605756878852844},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.1927798092365265},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14633125066757202},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10355108976364136},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2023.3314087","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/jstars.2023.3314087","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9973430/10247103.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3d09f6d5fd5e44b9a033a2c9fc2e0728","is_oa":true,"landing_page_url":"https://doaj.org/article/3d09f6d5fd5e44b9a033a2c9fc2e0728","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 8609-8620 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2023.3314087","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/jstars.2023.3314087","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9973430/10247103.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G357456525","display_name":null,"funder_award_id":"41671339","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386609032.pdf","grobid_xml":"https://content.openalex.org/works/W4386609032.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1977091958","https://openalex.org/W1983078406","https://openalex.org/W1986316936","https://openalex.org/W1989855258","https://openalex.org/W2010527224","https://openalex.org/W2010989045","https://openalex.org/W2023693832","https://openalex.org/W2034906331","https://openalex.org/W2038509706","https://openalex.org/W2040870891","https://openalex.org/W2053449386","https://openalex.org/W2055718260","https://openalex.org/W2092141993","https://openalex.org/W2096783072","https://openalex.org/W2140908571","https://openalex.org/W2161336494","https://openalex.org/W2230486561","https://openalex.org/W2573866540","https://openalex.org/W2591436041","https://openalex.org/W2600079623","https://openalex.org/W2604435157","https://openalex.org/W2618085769","https://openalex.org/W2649137640","https://openalex.org/W2733098106","https://openalex.org/W2802648210","https://openalex.org/W2897068151","https://openalex.org/W2898070142","https://openalex.org/W2900720207","https://openalex.org/W2920919916","https://openalex.org/W2943194337","https://openalex.org/W2947135393","https://openalex.org/W2963319751","https://openalex.org/W2964352042","https://openalex.org/W2974739989","https://openalex.org/W2979370769","https://openalex.org/W2989196588","https://openalex.org/W2994128586","https://openalex.org/W2998582428","https://openalex.org/W3010825725","https://openalex.org/W3013709343","https://openalex.org/W3021189436","https://openalex.org/W3028508500","https://openalex.org/W3033380972","https://openalex.org/W3122140992","https://openalex.org/W3124268907","https://openalex.org/W3125786740","https://openalex.org/W3135054660","https://openalex.org/W3160386526","https://openalex.org/W3174724001","https://openalex.org/W3190288961","https://openalex.org/W4220704758","https://openalex.org/W4281634488","https://openalex.org/W4294811266","https://openalex.org/W4309010217","https://openalex.org/W6770653907","https://openalex.org/W6797924677"],"related_works":["https://openalex.org/W2021379394","https://openalex.org/W3133615129","https://openalex.org/W2087854757","https://openalex.org/W2188959887","https://openalex.org/W2373152553","https://openalex.org/W2972049582","https://openalex.org/W4389201442","https://openalex.org/W2386169820","https://openalex.org/W604251607","https://openalex.org/W3170595163"],"abstract_inverted_index":{"Nighttime":[0],"lights":[1],"(NTLs)":[2],"provide":[3],"an":[4,238],"unparalleled":[5],"view":[6],"for":[7],"understanding":[8,240],"urban":[9],"environments.":[10],"The":[11,136],"high-frequency":[12],"NTL":[13,36,109,245],"intensity":[14,110,246],"changes":[15,106],"(NTLICs)":[16],"and":[17,72,97,144,153,198,208,214,247],"their":[18],"land":[19,84,134],"drivers":[20,85,207],"in":[21,107,115,151,251],"megaregions":[22],"are":[23],"less":[24],"investigated.":[25],"Here,":[26],"monthly":[27,108],"Visible":[28],"Infrared":[29],"Imaging":[30],"Radiometer":[31],"Suite-Day":[32],"Night":[33],"Band":[34],"(VIIRS-DNB)":[35],"images":[37],"from":[38],"2014":[39],"to":[40,80,103,127,190],"2020":[41],"were":[42,78,148,166,200],"regarded":[43],"as":[44,83],"time":[45],"series":[46],"modeling":[47],"input":[48],"data.":[49],"Furthermore,":[50],"the":[51,92,112,116,129,133,160,164,178,191,201,216,223,242],"7-year":[52],"mean":[53],"values":[54],"of":[55,58,60,86,91,132,163,174,204,222,241,244],"five":[56],"types":[57],"Points":[59],"Interest":[61],"Density":[62,65],"(POID),":[63],"Road":[64],"(RD),":[66],"Normalized":[67,73],"Difference":[68,74],"Vegetation":[69],"Index":[70,76],"(NDVI),":[71],"Built-up":[75],"(NDBI)":[77],"used":[79,126],"extract":[81],"features":[82],"NTLIC.":[87],"A":[88],"simplified":[89],"version":[90],"Breaks":[93],"For":[94],"Additive":[95],"Season":[96],"Trend":[98],"(BFAST01)":[99],"algorithm":[100],"was":[101,125,177],"adopted":[102],"detect":[104],"major":[105],"at":[111],"pixel":[113],"level":[114],"Beijing\u2013Tianjin\u2013Hebei":[117],"(BTH)":[118],"megaregion,":[119],"China.":[120],"Geographically":[121],"weighted":[122],"regression":[123],"(GWR)":[124],"address":[128],"spatial":[130,161],"nonstationarity":[131],"drivers.":[135],"results":[137],"showed":[138],"that":[139,159],"(1)":[140],"increasing":[141],"trends":[142,146],"(63.35%)":[143],"decreasing":[145],"(4.57%)":[147],"mainly":[149,181],"observed":[150],"central":[152],"coastal":[154],"cities,":[155],"respectively.":[156],"This":[157,235],"indicates":[158],"characteristics":[162],"NLTIC":[165],"unbalanced;":[167],"(2)":[168],"reversal":[169],"change":[170],"type":[171],"8":[172],"(37.29%":[173],"abrupt":[175],"changes)":[176],"dominant":[179],"type,":[180],"occurring":[182],"around":[183],"April":[184],"2017,":[185],"which":[186],"may":[187],"be":[188],"related":[189],"non-capital":[192],"function":[193],"redistribution":[194],"policy;":[195],"(3)":[196],"NDVI":[197],"RD":[199],"best":[202],"one":[203],"two":[205],"physical":[206],"six":[209],"human":[210],"activity":[211],"drivers,":[212],"respectively;":[213],"(4)":[215],"<italic":[217],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[218,220],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">R</i><sup":[219],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[221],"GWR":[224],"reached":[225],"0.60,":[226],"a":[227],"20%":[228],"improvement":[229],"over":[230],"ordinary":[231],"least":[232],"squares":[233],"regression.":[234],"study":[236],"provides":[237],"insightful":[239],"dynamics":[243],"its":[248],"response":[249],"mechanisms":[250],"megaregions.":[252]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}