{"id":"https://openalex.org/W4378450720","doi":"https://doi.org/10.1016/j.jag.2023.103359","title":"Estimating natural disaster loss using improved daily night-time light data","display_name":"Estimating natural disaster loss using improved daily night-time light data","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4378450720","doi":"https://doi.org/10.1016/j.jag.2023.103359"},"language":"en","primary_location":{"id":"doi:10.1016/j.jag.2023.103359","doi":"https://doi.org/10.1016/j.jag.2023.103359","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jag.2023.103359","pdf_url":null,"source":{"id":"https://openalex.org/S4210179989","display_name":"International Journal of Applied Earth Observation and Geoinformation","issn_l":"0303-2434","issn":["0303-2434","1569-8432","1872-826X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","norway-1","oarl","poland-140","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Earth Observation and Geoinformation","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.jag.2023.103359","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068523039","display_name":"Minghui Jia","orcid":"https://orcid.org/0000-0001-9344-4767","observed_orcids":["https://orcid.org/0000-0001-9344-4767","https://orcid.org/0009-0007-0425-1682"]},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghui Jia","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092029317","display_name":"Xi Li","orcid":"https://orcid.org/0000-0003-0788-5692","observed_orcids":["https://orcid.org/0000-0003-0788-5692"]},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xi Li","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101769858","display_name":"Yu Gong","orcid":"https://orcid.org/0009-0003-4400-2059","observed_orcids":["https://orcid.org/0009-0003-4400-2059"]},"institutions":[{"id":"https://openalex.org/I115602675","display_name":"United Nations Institute for Training and Research","ror":"https://ror.org/01n2j8127","country_code":"CH","type":"facility","lineage":["https://openalex.org/I115602675","https://openalex.org/I1286959531","https://openalex.org/I2801247003"]},{"id":"https://openalex.org/I1286959531","display_name":"United Nations","ror":"https://ror.org/006kxhp52","country_code":"US","type":"government","lineage":["https://openalex.org/I1286959531"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CH","CN","US"],"is_corresponding":false,"raw_author_name":"Yu Gong","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","United Nations Satellite Centre, United Nations Institute for Training and Research, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]},{"raw_affiliation_string":"United Nations Satellite Centre, United Nations Institute for Training and Research, Geneva, Switzerland","institution_ids":["https://openalex.org/I115602675","https://openalex.org/I1286959531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044362296","display_name":"Samir Belabb\u00e8s","orcid":"https://orcid.org/0009-0000-8272-2768","observed_orcids":["https://orcid.org/0009-0000-8272-2768"]},"institutions":[{"id":"https://openalex.org/I115602675","display_name":"United Nations Institute for Training and Research","ror":"https://ror.org/01n2j8127","country_code":"CH","type":"facility","lineage":["https://openalex.org/I115602675","https://openalex.org/I1286959531","https://openalex.org/I2801247003"]},{"id":"https://openalex.org/I1286959531","display_name":"United Nations","ror":"https://ror.org/006kxhp52","country_code":"US","type":"government","lineage":["https://openalex.org/I1286959531"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Samir Belabbes","raw_affiliation_strings":["United Nations Satellite Centre, United Nations Institute for Training and Research, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"United Nations Satellite Centre, United Nations Institute for Training and Research, Geneva, Switzerland","institution_ids":["https://openalex.org/I115602675","https://openalex.org/I1286959531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073806707","display_name":"Luca Dell\u2019Oro","orcid":"https://orcid.org/0009-0005-1474-4099","observed_orcids":["https://orcid.org/0009-0005-1474-4099"]},"institutions":[{"id":"https://openalex.org/I115602675","display_name":"United Nations Institute for Training and Research","ror":"https://ror.org/01n2j8127","country_code":"CH","type":"facility","lineage":["https://openalex.org/I115602675","https://openalex.org/I1286959531","https://openalex.org/I2801247003"]},{"id":"https://openalex.org/I1286959531","display_name":"United Nations","ror":"https://ror.org/006kxhp52","country_code":"US","type":"government","lineage":["https://openalex.org/I1286959531"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Luca Dell'Oro","raw_affiliation_strings":["United Nations Satellite Centre, United Nations Institute for Training and Research, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"United Nations Satellite Centre, United Nations Institute for Training and Research, Geneva, Switzerland","institution_ids":["https://openalex.org/I115602675","https://openalex.org/I1286959531"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092029317"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"],"apc_list":{"value":2400,"currency":"USD","value_usd":2400},"apc_paid":{"value":2400,"currency":"USD","value_usd":2400},"fwci":3.0558,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.9267348,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"120","issue":null,"first_page":"103359","last_page":"103359"},"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/T10747","display_name":"Disaster Management and Resilience","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13800","display_name":"Earthquake and Disaster Impact Studies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/nighttime-lights","display_name":"nighttime lights","score":0.7940000295639038},{"id":"https://openalex.org/keywords/power-outages","display_name":"power outages","score":0.7940000295639038},{"id":"https://openalex.org/keywords/viirs","display_name":"VIIRS","score":0.7699999809265137},{"id":"https://openalex.org/keywords/time-series-stability","display_name":"time series stability","score":0.6769999861717224},{"id":"https://openalex.org/keywords/puerto-rico","display_name":"Puerto Rico","score":0.9769999980926514},{"id":"https://openalex.org/keywords/economic-loss-estimation","display_name":"economic loss estimation","score":0.8009999990463257},{"id":"https://openalex.org/keywords/gdp-loss","display_name":"GDP loss","score":0.652999997138977},{"id":"https://openalex.org/keywords/disaster-recovery","display_name":"disaster recovery","score":0.5879999995231628},{"id":"https://openalex.org/keywords/sdg-11","display_name":"SDG 11","score":0.8679999709129333},{"id":"https://openalex.org/keywords/sdg-13","display_name":"SDG 13","score":0.996999979019165}],"concepts":[{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.6155219674110413},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5264725685119629},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.5160114765167236},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5087829232215881},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.47881633043289185},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.46239766478538513},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.46074357628822327},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3835849463939667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35918128490448},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20033591985702515},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jag.2023.103359","doi":"https://doi.org/10.1016/j.jag.2023.103359","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jag.2023.103359","pdf_url":null,"source":{"id":"https://openalex.org/S4210179989","display_name":"International Journal of Applied Earth Observation and Geoinformation","issn_l":"0303-2434","issn":["0303-2434","1569-8432","1872-826X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","norway-1","oarl","poland-140","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Earth Observation and Geoinformation","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:44a6a35271a04943b73dd06a9060d123","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/44a6a35271a04943b73dd06a9060d123","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,"listed_in":[],"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":"International Journal of Applied Earth Observations and Geoinformation, Vol 120, Iss , Pp 103359- (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.jag.2023.103359","doi":"https://doi.org/10.1016/j.jag.2023.103359","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jag.2023.103359","pdf_url":null,"source":{"id":"https://openalex.org/S4210179989","display_name":"International Journal of Applied Earth Observation and Geoinformation","issn_l":"0303-2434","issn":["0303-2434","1569-8432","1872-826X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","norway-1","oarl","poland-140","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Earth Observation and Geoinformation","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6773999929428101},{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5351999998092651}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1265567330","display_name":null,"funder_award_id":"42271371","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6211600537","display_name":null,"funder_award_id":"2019YFE0126800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1985864794","https://openalex.org/W2051434435","https://openalex.org/W2111809230","https://openalex.org/W2171074980","https://openalex.org/W2519191777","https://openalex.org/W2747599906","https://openalex.org/W2789245956","https://openalex.org/W2800318274","https://openalex.org/W2892489770","https://openalex.org/W2900147932","https://openalex.org/W2954090318","https://openalex.org/W2967908754","https://openalex.org/W2974739989","https://openalex.org/W2979618074","https://openalex.org/W2982056514","https://openalex.org/W2994128586","https://openalex.org/W3000521780","https://openalex.org/W3007075612","https://openalex.org/W3037235466","https://openalex.org/W3125333792","https://openalex.org/W3135784387","https://openalex.org/W3166646512","https://openalex.org/W3174724001","https://openalex.org/W4200094174","https://openalex.org/W4214695263","https://openalex.org/W4285113541","https://openalex.org/W4296125050","https://openalex.org/W6773594546","https://openalex.org/W6797924677"],"related_works":["https://openalex.org/W7213445934","https://openalex.org/W3206305831","https://openalex.org/W2954090318","https://openalex.org/W4388942538","https://openalex.org/W4404977051","https://openalex.org/W4210866002","https://openalex.org/W4413377762","https://openalex.org/W2995334245","https://openalex.org/W2892489770","https://openalex.org/W2039830417"],"abstract_inverted_index":{"Satellite-observed":[0],"night-time":[1,56,86,127,211],"light":[2,57,87,128,212],"data":[3,31,58,88,129,141],"has":[4],"been":[5],"widely":[6],"applied":[7,103],"to":[8,41,65,79,104,144,199,223],"estimate":[9,42],"natural":[10,51],"disaster":[11],"loss,":[12,49],"which":[13,62],"is":[14,63,133,142],"important":[15],"for":[16,214],"evaluating":[17],"progress":[18],"of":[19,27,47,69,85,160,186,208,218],"SDG":[20],"11":[21],"and":[22,92,115,130,170,184,190,220],"13,":[23],"but":[24],"large":[25],"uncertainty":[26],"the":[28,33,70,120,125,140,146,150,161,165,173,177,206,210],"time":[29,83],"series":[30,84],"hindered":[32],"evaluation":[34],"in":[35,112,135,153],"high":[36],"accuracy.":[37],"This":[38],"study":[39],"aims":[40],"power":[43,106,131,147,162,187,225],"outage,":[44],"a":[45,81],"proxy":[46],"economic":[48],"after":[50,108,164],"disasters":[52],"using":[53,209],"VIIRS":[54],"daily":[55],"with":[59,89,96],"improved":[60,126],"quality,":[61],"able":[64],"capture":[66],"abrupt":[67],"change":[68],"light.":[71],"Firstly,":[72],"an":[73],"angular":[74],"normalization":[75],"algorithm":[76,100],"was":[77,94,101,117],"developed":[78],"generate":[80],"stable":[82],"less":[90],"fluctuation,":[91],"it":[93,116],"validated":[95],"different":[97],"metrics.":[98],"The":[99],"then":[102],"analyze":[105],"outage":[107],"2017":[109],"Maria":[110],"Hurricane":[111],"Puerto":[113,136,154],"Rico,":[114,137,155],"found":[118],"that":[119,139],"Pearson":[121],"correlation":[122],"coefficient":[123],"between":[124],"supply":[132,163],"0.929":[134],"suggesting":[138],"accurate":[143],"reflect":[145],"supply.":[148],"For":[149],"eight":[151],"regions":[152,174],"they":[156],"totally":[157],"lost":[158],"78.01%":[159],"hurricane,":[166],"while":[167],"Caguas,":[168],"Guayama":[169],"Humacao":[171],"are":[172,194],"suffering":[175],"from":[176],"hurricane":[178],"most":[179],"severely,":[180],"losing":[181],"94.29%,":[182],"92.85%":[183],"88.38%":[185],"supply,":[188],"respectively,":[189],"their":[191],"recovery":[192],"speeds":[193],"also":[195],"relatively":[196],"slow":[197],"compared":[198],"other":[200],"regions.":[201],"In":[202],"addition,":[203],"we":[204],"discuss":[205],"possibility":[207],"indicator":[213],"estimating":[215],"GDP":[216],"loss":[217],"service":[219],"industry":[221],"due":[222],"disaster-derived":[224],"outage.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-05-27T00:00:00"}
