{"id":"https://openalex.org/W2945742768","doi":"https://doi.org/10.3390/rs11091123","title":"Automatic Post-Disaster Damage Mapping Using Deep-Learning Techniques for Change Detection: Case Study of the Tohoku Tsunami","display_name":"Automatic Post-Disaster Damage Mapping Using Deep-Learning Techniques for Change Detection: Case Study of the Tohoku Tsunami","publication_year":2019,"publication_date":"2019-05-10","ids":{"openalex":"https://openalex.org/W2945742768","doi":"https://doi.org/10.3390/rs11091123","mag":"2945742768"},"language":"en","primary_location":{"id":"doi:10.3390/rs11091123","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11091123","pdf_url":"https://www.mdpi.com/2072-4292/11/9/1123/pdf?version=1557483445","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/2072-4292/11/9/1123/pdf?version=1557483445","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103021210","display_name":"J\u00e9r\u00e9mie Sublime","orcid":"https://orcid.org/0000-0003-0508-8550"},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"J\u00e9r\u00e9mie Sublime","raw_affiliation_strings":["DaSSIP Team\u2014LISITE, ISEP, 28 rue Notre Dame des Champs, 75006 Paris, France","Universit\u00e9 Paris 13, Sorbonne Paris Cit\u00e9, LIPN\u2014CNRS UMR 7030, 99 av. J.-B. Cl\u00e9ment, 93430 Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"DaSSIP Team\u2014LISITE, ISEP, 28 rue Notre Dame des Champs, 75006 Paris, France","institution_ids":["https://openalex.org/I122941322"]},{"raw_affiliation_string":"Universit\u00e9 Paris 13, Sorbonne Paris Cit\u00e9, LIPN\u2014CNRS UMR 7030, 99 av. J.-B. Cl\u00e9ment, 93430 Villetaneuse, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I1294671590","https://openalex.org/I4210156583","https://openalex.org/I4210091437","https://openalex.org/I4210091279"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025488834","display_name":"Ekaterina Kalinicheva","orcid":"https://orcid.org/0000-0001-8332-2491"},"institutions":[{"id":"https://openalex.org/I122941322","display_name":"Institut Sup\u00e9rieur d'\u00c9lectronique de Paris","ror":"https://ror.org/00yw34h52","country_code":"FR","type":"education","lineage":["https://openalex.org/I122941322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ekaterina Kalinicheva","raw_affiliation_strings":["DaSSIP Team\u2014LISITE, ISEP, 28 rue Notre Dame des Champs, 75006 Paris, France"],"affiliations":[{"raw_affiliation_string":"DaSSIP Team\u2014LISITE, ISEP, 28 rue Notre Dame des Champs, 75006 Paris, France","institution_ids":["https://openalex.org/I122941322"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103021210"],"corresponding_institution_ids":["https://openalex.org/I122941322","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I4210091279","https://openalex.org/I4210091437","https://openalex.org/I4210156583"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":11.0337,"has_fulltext":false,"cited_by_count":136,"citation_normalized_percentile":{"value":0.98485539,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"11","issue":"9","first_page":"1123","last_page":"1123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9483000040054321,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/damages","display_name":"Damages","score":0.7478173971176147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7364383339881897},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.611445426940918},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5988252758979797},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5267024636268616},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.49916601181030273},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.4584294557571411},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.22602400183677673}],"concepts":[{"id":"https://openalex.org/C2777381055","wikidata":"https://www.wikidata.org/wiki/Q308922","display_name":"Damages","level":2,"score":0.7478173971176147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7364383339881897},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.611445426940918},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5988252758979797},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5267024636268616},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.49916601181030273},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.4584294557571411},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.22602400183677673},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs11091123","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11091123","pdf_url":"https://www.mdpi.com/2072-4292/11/9/1123/pdf?version=1557483445","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:HAL:hal-02549241v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02549241","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2019, 11 (9), pp.1123. &#x27E8;10.3390/rs11091123&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:bf1b49a1b2ea468a87e6c174b20965db","is_oa":true,"landing_page_url":"https://doaj.org/article/bf1b49a1b2ea468a87e6c174b20965db","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 11, Iss 9, p 1123 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/9/1123/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11091123","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 11; Issue 9; Pages: 1123","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11091123","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11091123","pdf_url":"https://www.mdpi.com/2072-4292/11/9/1123/pdf?version=1557483445","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/13","display_name":"Climate action","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2945742768.pdf","grobid_xml":"https://content.openalex.org/works/W2945742768.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W1853621195","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1969750224","https://openalex.org/W1972544340","https://openalex.org/W1998595580","https://openalex.org/W1999040015","https://openalex.org/W2013789326","https://openalex.org/W2053154970","https://openalex.org/W2074772891","https://openalex.org/W2127218421","https://openalex.org/W2133059825","https://openalex.org/W2134451879","https://openalex.org/W2145094598","https://openalex.org/W2323766577","https://openalex.org/W2480078828","https://openalex.org/W2513383847","https://openalex.org/W2524456613","https://openalex.org/W2559429861","https://openalex.org/W2614595910","https://openalex.org/W2830896905","https://openalex.org/W2888697548","https://openalex.org/W2889855674","https://openalex.org/W2897992168","https://openalex.org/W2904925694","https://openalex.org/W2912941165","https://openalex.org/W2938788155","https://openalex.org/W2997574889","https://openalex.org/W4233087529","https://openalex.org/W6639824700","https://openalex.org/W6681096077","https://openalex.org/W6754497126"],"related_works":["https://openalex.org/W4205240985","https://openalex.org/W2314597598","https://openalex.org/W1527183021","https://openalex.org/W3125296675","https://openalex.org/W4235320026","https://openalex.org/W3124239800","https://openalex.org/W2365977737","https://openalex.org/W1577024311","https://openalex.org/W4387399630","https://openalex.org/W2170856278"],"abstract_inverted_index":{"Post-disaster":[0],"damage":[1],"mapping":[2],"is":[3,17,93,127,178],"an":[4],"essential":[5],"task":[6,23],"following":[7],"tragic":[8],"events":[9],"such":[10,59,91,112],"as":[11,60],"hurricanes,":[12],"earthquakes,":[13],"and":[14,21,38,82,102,134,158,173,190],"tsunamis.":[15],"It":[16],"also":[18,94],"a":[19,54,79,95,145],"time-consuming":[20],"risky":[22],"that":[24,118,175],"still":[25],"often":[26],"requires":[27],"the":[28,33,40,43,87,132,135,138,160],"sending":[29],"of":[30,46,51,90,137,163,193],"experts":[31],"on":[32,53],"ground":[34],"to":[35,68,110,114,129,153,180,184],"meticulously":[36],"map":[37],"assess":[39],"damages.":[41,139],"Presently,":[42],"increasing":[44],"number":[45],"remote-sensing":[47],"satellites":[48],"taking":[49],"pictures":[50],"Earth":[52],"regular":[55],"basis":[56],"with":[57,169],"programs":[58],"Sentinel,":[61],"ASTER,":[62],"or":[63,122],"Landsat":[64],"makes":[65,107],"it":[66,84,108,126],"easy":[67],"acquire":[69],"almost":[70],"in":[71,99,103],"real":[72],"time":[73],"images":[74,92,113,155],"from":[75],"areas":[76,117],"struck":[77],"by":[78],"disaster":[80],"before":[81,157],"after":[83,159],"hits.":[85],"While":[86],"manual":[88],"study":[89],"tedious":[96],"task,":[97],"progress":[98],"artificial":[100],"intelligence":[101],"particular":[104],"deep-learning":[105,147],"techniques":[106,182],"possible":[109,128],"analyze":[111],"quickly":[115],"detect":[116],"have":[119],"been":[120],"flooded":[121],"destroyed.":[123],"From":[124],"there,":[125],"evaluate":[130],"both":[131],"extent":[133],"severity":[136],"In":[140],"this":[141],"paper,":[142],"we":[143],"present":[144],"state-of-the-art":[146],"approach":[148,168,177],"for":[149],"change":[150],"detection":[151],"applied":[152],"satellite":[154],"taken":[156],"Tohoku":[161],"tsunami":[162],"2011.":[164],"We":[165],"compare":[166],"our":[167,176],"other":[170],"machine-learning":[171],"methods":[172],"show":[174],"superior":[179],"existing":[181],"due":[183],"its":[185],"unsupervised":[186],"nature,":[187],"good":[188],"performance,":[189],"relative":[191],"speed":[192],"analysis.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":26},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":5}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2019-05-29T00:00:00"}
