{"id":"https://openalex.org/W4284675861","doi":"https://doi.org/10.3390/rs14143264","title":"Using Multi-Source Geospatial Information to Reduce the Saturation Problem of DMSP/OLS Nighttime Light Data","display_name":"Using Multi-Source Geospatial Information to Reduce the Saturation Problem of DMSP/OLS Nighttime Light Data","publication_year":2022,"publication_date":"2022-07-06","ids":{"openalex":"https://openalex.org/W4284675861","doi":"https://doi.org/10.3390/rs14143264"},"language":"en","primary_location":{"id":"doi:10.3390/rs14143264","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14143264","pdf_url":"https://www.mdpi.com/2072-4292/14/14/3264/pdf?version=1657181141","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/2072-4292/14/14/3264/pdf?version=1657181141","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101699576","display_name":"Qifei Zhang","orcid":"https://orcid.org/0000-0002-2948-3451"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]},{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]},{"id":"https://openalex.org/I4210106122","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","ror":"https://ror.org/00y7mag53","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210106122"]}],"countries":["CN","IT"],"is_corresponding":false,"raw_author_name":"Qifei Zhang","raw_affiliation_strings":["Department of Land, Environment, Agriculture and Forestry, University of Padova, 35020 Legnaro, Italy","School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China","Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou 511458, China"],"raw_orcid":"https://orcid.org/0000-0002-2948-3451","affiliations":[{"raw_affiliation_string":"Department of Land, Environment, Agriculture and Forestry, University of Padova, 35020 Legnaro, Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou 511458, China","institution_ids":["https://openalex.org/I4210106122"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009460309","display_name":"Zihao Zheng","orcid":"https://orcid.org/0000-0002-0700-2127"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]},{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN","IT"],"is_corresponding":false,"raw_author_name":"Zihao Zheng","raw_affiliation_strings":["Department of Land, Environment, Agriculture and Forestry, University of Padova, 35020 Legnaro, Italy","School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Land, Environment, Agriculture and Forestry, University of Padova, 35020 Legnaro, Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101463971","display_name":"Zhifeng Wu","orcid":"https://orcid.org/0000-0001-7202-0615"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhifeng Wu","raw_affiliation_strings":["MNR Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, Shenzhen 518000, China","School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MNR Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, Shenzhen 518000, China","institution_ids":[]},{"raw_affiliation_string":"School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050338091","display_name":"Zheng Cao","orcid":"https://orcid.org/0000-0003-1631-6918"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zheng Cao","raw_affiliation_strings":["School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China"],"raw_orcid":"https://orcid.org/0000-0003-1631-6918","affiliations":[{"raw_affiliation_string":"School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079715088","display_name":"Renbo Luo","orcid":"https://orcid.org/0000-0002-4262-5506"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renbo Luo","raw_affiliation_strings":["School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5050338091"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":1.176,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.75846298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"14","issue":"14","first_page":"3264","last_page":"3264"},"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9898999929428101,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.586475670337677},{"id":"https://openalex.org/keywords/saturation","display_name":"Saturation (graph theory)","score":0.567603588104248},{"id":"https://openalex.org/keywords/light-intensity","display_name":"Light intensity","score":0.5013248920440674},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44543272256851196},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4319508373737335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34998801350593567},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13070091605186462},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.10499513149261475},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07806950807571411}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.586475670337677},{"id":"https://openalex.org/C9930424","wikidata":"https://www.wikidata.org/wiki/Q7426587","display_name":"Saturation (graph theory)","level":2,"score":0.567603588104248},{"id":"https://openalex.org/C3020368824","wikidata":"https://www.wikidata.org/wiki/Q6546192","display_name":"Light intensity","level":2,"score":0.5013248920440674},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44543272256851196},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4319508373737335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34998801350593567},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13070091605186462},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.10499513149261475},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07806950807571411},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14143264","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14143264","pdf_url":"https://www.mdpi.com/2072-4292/14/14/3264/pdf?version=1657181141","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:d9e709aea3714db0bc40db1cd99f5dbc","is_oa":true,"landing_page_url":"https://doaj.org/article/d9e709aea3714db0bc40db1cd99f5dbc","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 14, p 3264 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/14/3264/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14143264","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 14; Pages: 3264","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14143264","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14143264","pdf_url":"https://www.mdpi.com/2072-4292/14/14/3264/pdf?version=1657181141","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","id":"https://metadata.un.org/sdg/11","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G5295732678","display_name":null,"funder_award_id":"U1901219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5660613655","display_name":null,"funder_award_id":"GML2019ZD0301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5969352574","display_name":null,"funder_award_id":"GML2019ZD0301","funder_id":"https://openalex.org/F4320330495","funder_display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)"},{"id":"https://openalex.org/G8717829035","display_name":null,"funder_award_id":"41801250","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"},{"id":"https://openalex.org/F4320330495","display_name":"Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)","ror":"https://ror.org/00y7mag53"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4284675861.pdf","grobid_xml":"https://content.openalex.org/works/W4284675861.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W1841408218","https://openalex.org/W1979361209","https://openalex.org/W1983078406","https://openalex.org/W1987230720","https://openalex.org/W1993925271","https://openalex.org/W2012997843","https://openalex.org/W2016943428","https://openalex.org/W2028740844","https://openalex.org/W2034906331","https://openalex.org/W2036583706","https://openalex.org/W2044609898","https://openalex.org/W2051439035","https://openalex.org/W2053449386","https://openalex.org/W2055651929","https://openalex.org/W2074119918","https://openalex.org/W2078956356","https://openalex.org/W2080464207","https://openalex.org/W2083447207","https://openalex.org/W2091793895","https://openalex.org/W2092909501","https://openalex.org/W2098453963","https://openalex.org/W2144314902","https://openalex.org/W2163283323","https://openalex.org/W2216320743","https://openalex.org/W2274778899","https://openalex.org/W2343188872","https://openalex.org/W2347268138","https://openalex.org/W2370589522","https://openalex.org/W2382753476","https://openalex.org/W2390624765","https://openalex.org/W2564479825","https://openalex.org/W2605409453","https://openalex.org/W2608461678","https://openalex.org/W2738463500","https://openalex.org/W2740094577","https://openalex.org/W2745152992","https://openalex.org/W2762827775","https://openalex.org/W2783305840","https://openalex.org/W2790985660","https://openalex.org/W2791784608","https://openalex.org/W2797790122","https://openalex.org/W2805825298","https://openalex.org/W2807007945","https://openalex.org/W2899128325","https://openalex.org/W2900103059","https://openalex.org/W2907667508","https://openalex.org/W2912121398","https://openalex.org/W2919234612","https://openalex.org/W2969502701","https://openalex.org/W2972785343","https://openalex.org/W2979370769","https://openalex.org/W2991729028","https://openalex.org/W3011364856","https://openalex.org/W3015380748","https://openalex.org/W3024110832","https://openalex.org/W3043112063","https://openalex.org/W3107781824","https://openalex.org/W3120448985","https://openalex.org/W3134716090","https://openalex.org/W3135345377","https://openalex.org/W3162664024","https://openalex.org/W3196609716","https://openalex.org/W4200187170","https://openalex.org/W4214715230","https://openalex.org/W6673604628","https://openalex.org/W6791930873","https://openalex.org/W6792027871","https://openalex.org/W6805176612","https://openalex.org/W6981722891"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2037791951","https://openalex.org/W1721151596","https://openalex.org/W2023502046","https://openalex.org/W3108554747","https://openalex.org/W2037957974","https://openalex.org/W2353572760","https://openalex.org/W2019092692","https://openalex.org/W2325337653","https://openalex.org/W1989465941"],"abstract_inverted_index":{"The":[0,152,170,223,275,297,365],"DMSP/OLS":[1,108,136,353],"Nighttime":[2,129],"light":[3,12,83,92,101,165,190,241,253,318,378,384],"(NTL)":[4],"data":[5,334,356],"directly":[6],"reflect":[7],"the":[8,18,34,53,59,63,81,105,124,135,142,162,179,187,194,217,221,233,237,245,261,264,279,286,306,317,327,338,346,349,362,377,382,388,409],"spatial":[9,98,143,336,350,363,367],"distribution":[10,192],"and":[11,23,43,48,103,122,126,148,183,204,236,256,259,308,331,357,395],"intensity":[13,102,191,319,379,385],"of":[14,36,40,45,57,62,67,107,145,181,219,225,232,239,244,247,263,316,329,348,352,361,376,390],"artificial":[15],"lighting":[16,355],"from":[17,193],"Earth\u2019s":[19],"surface":[20],"at":[21],"night,":[22],"has":[24],"become":[25],"an":[26],"emerging":[27],"instrument":[28],"for":[29,372,403],"urbanization":[30],"research,":[31],"including":[32],"in":[33,86,100,168,185,189,266,284,293,335,341,412],"monitoring":[35],"urban":[37,88,146,159,404],"expansion,":[38],"assessment":[39],"socio-economic":[41,268,405],"vitality,":[42],"estimation":[44],"energy":[46],"consumption":[47],"population.":[49],"However,":[50],"due":[51],"to":[52,74,133,157,177,215],"imperfect":[54],"sensor":[55],"design":[56],"DMSP/OLS,":[58],"dynamic":[60,359],"range":[61],"digital":[64],"number":[65],"(DN)":[66],"NTL":[68,109,137,195,205,287],"is":[69,155,174,227,322],"limited":[70],"(0,":[71,211],"63),":[72],"leading":[73],"a":[75,115,301,312,373,400,419,424],"significant":[76],"saturation":[77,95,138,166,197,288],"problem":[78,96,139],"when":[79],"describing":[80],"actual":[82],"intensity,":[84],"especially":[85],"dense":[87],"areas":[89],"with":[90,161,249,305,423],"high":[91,425],"intensity.":[93,151],"This":[94],"masks":[97],"differences":[99],"weakens":[104],"reliability":[106],"data.":[110],"Therefore,":[111],"this":[112,342,413],"study":[113,343,414],"proposes":[114],"novel":[116],"desaturation":[117,234,369,421],"indicator":[118],"that":[119,278],"combines":[120],"NDBI":[121,182,330],"POI,":[123],"Building":[125],"POI":[127,184,332],"Density-Adjusted":[128],"Light":[130],"Index":[131],"(BPANTLI),":[132],"regulate":[134],"based":[140],"on":[141],"characteristics":[144],"structures":[147],"human":[149],"activity":[150,406],"proposed":[153,411],"method":[154,422],"applied":[156],"three":[158,230],"agglomerations":[160],"most":[163],"severe":[164],"issues":[167],"China.":[169],"geographical":[171],"detector":[172],"model":[173],"firstly":[175],"utilized":[176],"quantify":[178],"effectiveness":[180],"reflecting":[186],"difference":[188],"potential":[196],"region":[198,207],"(NTL":[199,208],"DN":[200,209],"value":[201,210],"(53,":[202],"63))":[203],"unsaturation":[206],"52)),":[212],"so":[213],"as":[214,418],"clarify":[216],"feasibility":[218],"developing":[220],"BPANTLI.":[222],"applicability":[224],"BPANTLI":[226,248,265,280,339,410],"validated":[228],"through":[229],"aspects\u2014comparison":[231],"capacity":[235],"performance":[238,292],"delineating":[240],"intensity;":[242],"verification":[243],"consistency":[246],"radiometric":[250],"calibration":[251],"nighttime":[252,354],"product":[254],"(RCNTL)":[255],"NPP/VIIRS":[257,309],"data;":[258],"assessing":[260],"accuracy":[262,389],"estimating":[267,391],"parameters":[269],"(GDP,":[270],"electricity":[271,392],"consumption,":[272,393],"population":[273,396],"density).":[274],"results":[276,299,370],"indicate":[277],"possesses":[281],"superior":[282],"capability":[283],"regulating":[285],"problem,":[289],"achieving":[290],"good":[291],"distinguishing":[294],"inner-urban":[295],"structures.":[296],"regulated":[298],"reveal":[300],"remarkably":[302],"improved":[303],"correspondence":[304],"RCNTL":[307],"data,":[310],"providing":[311],"more":[313],"realistic":[314],"picture":[315],"distribution.":[320,380],"It":[321],"worth":[323],"noting":[324],"that,":[325],"given":[326],"advantages":[328],"vector":[333],"resolution,":[337],"established":[340],"can":[344,415],"overcome":[345],"limitation":[347],"resolution":[351,368],"achieve":[358],"transformation":[360],"resolution.":[364],"higher":[366],"allow":[371],"better":[374],"characterization":[375],"Moreover,":[381],"BPANTLI-regulated":[383],"significantly":[386],"improves":[387],"GDP,":[394],"density,":[397],"which":[398],"provides":[399],"valuable":[401],"reference":[402],"assessment.":[407],"Thus,":[408],"be":[416],"considered":[417],"reasonable":[420],"application":[426],"value.":[427]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2022-07-08T00:00:00"}
