{"id":"https://openalex.org/W2997415482","doi":"https://doi.org/10.3390/rs12010102","title":"A Novel Method of Evaluating Highway Traffic Prosperity Based on Nighttime Light Remote Sensing","display_name":"A Novel Method of Evaluating Highway Traffic Prosperity Based on Nighttime Light Remote Sensing","publication_year":2019,"publication_date":"2019-12-27","ids":{"openalex":"https://openalex.org/W2997415482","doi":"https://doi.org/10.3390/rs12010102","mag":"2997415482"},"language":"en","primary_location":{"id":"doi:10.3390/rs12010102","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12010102","pdf_url":"https://www.mdpi.com/2072-4292/12/1/102/pdf?version=1577446209","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/2072-4292/12/1/102/pdf?version=1577446209","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102034510","display_name":"Ying Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Chang","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","Aerospace Information Research Institute, University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Aerospace Information Research Institute, University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040515382","display_name":"Shixin Wang","orcid":"https://orcid.org/0000-0001-6631-7332"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shixin Wang","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100734967","display_name":"Yi Zhou","orcid":"https://orcid.org/0000-0001-5420-8016"},"institutions":[{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhou","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716061","display_name":"Litao Wang","orcid":"https://orcid.org/0000-0003-1420-8083"},"institutions":[{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Litao Wang","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010335935","display_name":"Futao Wang","orcid":"https://orcid.org/0000-0002-0179-0214"},"institutions":[{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Futao Wang","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040515382"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.0504,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.77596264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"1","first_page":"102","last_page":"102"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9463000297546387,"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/visible-infrared-imaging-radiometer-suite","display_name":"Visible Infrared Imaging Radiometer Suite","score":0.6802493333816528},{"id":"https://openalex.org/keywords/prosperity","display_name":"Prosperity","score":0.650246262550354},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.55079185962677},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5467596650123596},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.46680477261543274},{"id":"https://openalex.org/keywords/truck","display_name":"Truck","score":0.45244473218917847},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.4502224624156952},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42524904012680054},{"id":"https://openalex.org/keywords/traffic-volume","display_name":"Traffic volume","score":0.4131365418434143},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.25838300585746765},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1205449104309082},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.10525956749916077}],"concepts":[{"id":"https://openalex.org/C2777701342","wikidata":"https://www.wikidata.org/wiki/Q16948273","display_name":"Visible Infrared Imaging Radiometer Suite","level":3,"score":0.6802493333816528},{"id":"https://openalex.org/C2776554220","wikidata":"https://www.wikidata.org/wiki/Q1760011","display_name":"Prosperity","level":2,"score":0.650246262550354},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.55079185962677},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5467596650123596},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.46680477261543274},{"id":"https://openalex.org/C52121051","wikidata":"https://www.wikidata.org/wiki/Q43193","display_name":"Truck","level":2,"score":0.45244473218917847},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4502224624156952},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42524904012680054},{"id":"https://openalex.org/C168443057","wikidata":"https://www.wikidata.org/wiki/Q7001223","display_name":"Traffic volume","level":2,"score":0.4131365418434143},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25838300585746765},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1205449104309082},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.10525956749916077},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs12010102","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12010102","pdf_url":"https://www.mdpi.com/2072-4292/12/1/102/pdf?version=1577446209","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:9c4910dfdce842e8ac793f95036b8816","is_oa":true,"landing_page_url":"https://doaj.org/article/9c4910dfdce842e8ac793f95036b8816","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 1, p 102 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/1/102/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12010102","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 12; Issue 1; Pages: 102","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12010102","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12010102","pdf_url":"https://www.mdpi.com/2072-4292/12/1/102/pdf?version=1577446209","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/17","score":0.5099999904632568,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G3846067296","display_name":null,"funder_award_id":"NO. 2017YFB0504000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2997415482.pdf","grobid_xml":"https://content.openalex.org/works/W2997415482.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W591812531","https://openalex.org/W831890417","https://openalex.org/W1485866153","https://openalex.org/W1559577453","https://openalex.org/W1977568612","https://openalex.org/W1982107388","https://openalex.org/W1991692910","https://openalex.org/W2003136961","https://openalex.org/W2009152347","https://openalex.org/W2012214861","https://openalex.org/W2021737064","https://openalex.org/W2023693832","https://openalex.org/W2025943354","https://openalex.org/W2034686690","https://openalex.org/W2037850804","https://openalex.org/W2052133049","https://openalex.org/W2055651929","https://openalex.org/W2057414144","https://openalex.org/W2073199141","https://openalex.org/W2106677999","https://openalex.org/W2111482234","https://openalex.org/W2113136966","https://openalex.org/W2113827159","https://openalex.org/W2120993755","https://openalex.org/W2167594433","https://openalex.org/W2353476287","https://openalex.org/W2353984163","https://openalex.org/W2573866540","https://openalex.org/W2626583235","https://openalex.org/W2649137640","https://openalex.org/W2699230193","https://openalex.org/W2737160001","https://openalex.org/W2740326421","https://openalex.org/W2793514918","https://openalex.org/W2801844317","https://openalex.org/W2801975478","https://openalex.org/W2947135393","https://openalex.org/W3012306972","https://openalex.org/W4245699582","https://openalex.org/W6657196232","https://openalex.org/W6677887770","https://openalex.org/W6750074773","https://openalex.org/W6775243731"],"related_works":["https://openalex.org/W4298825536","https://openalex.org/W1972899169","https://openalex.org/W757926711","https://openalex.org/W3141771572","https://openalex.org/W2143853213","https://openalex.org/W1509410003","https://openalex.org/W2791931166","https://openalex.org/W2376376438","https://openalex.org/W2048598777","https://openalex.org/W2112329016"],"abstract_inverted_index":{"As":[0],"the":[1,32,40,43,51,67,91,139,159,171,281,302,309,325,339,346],"backbone":[2],"and":[3,20,37,57,118,166,185,192,196,210,212,217,253,263,268,308,328,336,345],"arteries":[4],"of":[5,60,71,100,138,181,251,284,315,330],"a":[6,74,82,98,121,241,273],"comprehensive":[7],"transportation":[8],"network,":[9],"highways":[10],"play":[11],"an":[12],"important":[13],"role":[14],"in":[15,90,277,287],"improving":[16],"people\u2019s":[17],"living":[18],"standards":[19],"promoting":[21],"economic":[22,119],"growth.":[23],"However,":[24,63],"globally,":[25],"there":[26],"is":[27,86,272,291,301],"limited":[28],"quantifiable":[29],"data":[30,114,131,137,323],"evaluating":[31,101],"highway":[33,102,128,231,285,300,305,312,343],"traffic":[34,72,103,163,187,205,232,286,332],"state,":[35],"characteristics,":[36],"performance.":[38],"From":[39],"1960s":[41],"to":[42,65,88,96,126,157,229],"present,":[44],"remote":[45,76,107],"sensing":[46,77],"has":[47,79,240],"been":[48,81],"regarded":[49],"as":[50],"most":[52,303],"effective":[53],"technology":[54],"for":[55,190,208,324],"long-term":[56,326],"large-scale":[58],"monitoring":[59,327],"surface":[61],"information.":[62],"how":[64],"reflect":[66],"dynamic":[68],"\u201cflow\u201d":[69],"information":[70],"with":[73,244],"static":[75],"image":[78],"always":[80],"difficult":[83],"problem":[84],"that":[85,115,177,238,295],"hard":[87],"solve":[89],"field.":[92],"This":[93,319],"study":[94],"aims":[95],"construct":[97],"method":[99,123],"prosperity":[104,282,314],"using":[105],"nighttime":[106,112,129,135,168,183,214,279,313],"sensing.":[108],"First,":[109],"based":[110],"on":[111,338],"light":[113,130,136,169,184,215],"indicate":[116],"social":[117],"activities,":[120],"highway-oriented":[122],"was":[124,155],"proposed":[125,228],"extract":[127],"from":[132],"2015":[133],"annual":[134],"Suomi":[140],"National":[141],"Polar-Orbiting":[142],"Partnership":[143],"Visible":[144],"Infrared":[145],"Imaging":[146],"Radiometer":[147],"Suite":[148],"sensor":[149],"(SNPP-VIIRS).":[150],"Subsequently,":[151],"Pearson":[152,178,248],"correlation":[153,340],"analysis":[154],"used":[156],"fit":[158],"relationship":[160],"between":[161,203,341],"freeway":[162,167,182,186,204],"flow":[164,188,206],"volume":[165,189,207],"at":[170,306,334],"provincial":[172],"level.":[173],"The":[174,235,247,297],"results":[175,236],"showed":[176,237],"Correlation":[179,249],"Coefficient":[180,250],"coach":[191,209],"truck":[193,211],"are":[194,200,265],"0.905":[195],"0.731,":[197],"respectively,":[198],"which":[199],"higher":[201,293],"than":[202,294],"total":[213],"(0.593":[216],"0.516,":[218],"respectively).":[219],"A":[220],"new":[221],"index\u2014Highway":[222],"Nighttime":[223],"Traffic":[224],"Prosperity":[225],"Index":[226],"(HNTPI)\u2014was":[227],"evaluate":[230],"across":[233],"China.":[234],"HNTPI":[239,252],"strong":[242],"correspondence":[243],"socio-economic":[245],"parameters.":[246],"gross":[254],"domestic":[255],"product":[256],"(GDP)":[257],"per":[258,261],"capita,":[259,262],"consumption":[260],"population":[264],"0.772,":[266],"0.895,":[267],"0.968,":[269],"respectively.":[270],"There":[271],"huge":[274],"spatial":[275],"heterogeneity":[276],"China":[278],"traffic,":[280],"degree":[283],"developed":[288],"coastal":[289],"areas":[290],"obviously":[292],"inland.":[296],"national":[298,310],"general":[299,311],"prosperous":[304],"night":[307,335],"Shanghai":[316],"reached":[317],"22.34%.":[318],"research":[320,337],"provides":[321],"basic":[322],"evaluation":[329],"regional":[331,342],"operation":[333],"construction":[344],"economy.":[347]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}