{"id":"https://openalex.org/W2019029724","doi":"https://doi.org/10.1109/jstars.2014.2320777","title":"Data Analytics for Rapid Mapping: Case Study of a Flooding Event in Germany and the Tsunami in Japan Using Very High Resolution SAR Images","display_name":"Data Analytics for Rapid Mapping: Case Study of a Flooding Event in Germany and the Tsunami in Japan Using Very High Resolution SAR Images","publication_year":2014,"publication_date":"2014-05-22","ids":{"openalex":"https://openalex.org/W2019029724","doi":"https://doi.org/10.1109/jstars.2014.2320777","mag":"2019029724"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2014.2320777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2014.2320777","pdf_url":null,"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":false,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032852455","display_name":"Corneliu Octavian Dumitru","orcid":"https://orcid.org/0000-0001-5707-1799"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Corneliu Octavian Dumitru","raw_affiliation_strings":["German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Earth Observation Center (EOC), We\u00dfling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Earth Observation Center (EOC), We\u00dfling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052617832","display_name":"Shiyong Cui","orcid":"https://orcid.org/0000-0002-5417-4482"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shiyong Cui","raw_affiliation_strings":["German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Earth Observation Center (EOC), We\u00dfling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Earth Observation Center (EOC), We\u00dfling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064251688","display_name":"Daniela Faur","orcid":"https://orcid.org/0000-0001-5208-5753"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Daniela Faur","raw_affiliation_strings":["Faculty of Electronics, Telecommunication and Information Technology, University Politehnica of Bucharest, Bucharest, Romania","[Faculty of Electronics, Telecommunication and Information Technology, University Politehnica of Bucharest, Bucharest, Romania]"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics, Telecommunication and Information Technology, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"[Faculty of Electronics, Telecommunication and Information Technology, University Politehnica of Bucharest, Bucharest, Romania]","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032370631","display_name":"Mihai Datcu","orcid":"https://orcid.org/0000-0002-3477-9687"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mihai Datcu","raw_affiliation_strings":["German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Earth Observation Center (EOC), We\u00dfling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Center (DLR), Remote Sensing Technology Institute (IMF), Earth Observation Center (EOC), We\u00dfling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032852455"],"corresponding_institution_ids":["https://openalex.org/I2898391981"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":3.1365,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.92176638,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"114","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9958000183105469,"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":0.9958000183105469,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9807999730110168,"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9639999866485596,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/flooding","display_name":"Flooding (psychology)","score":0.6056555509567261},{"id":"https://openalex.org/keywords/damages","display_name":"Damages","score":0.5246964693069458},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4825522303581238},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4790140986442566},{"id":"https://openalex.org/keywords/human-settlement","display_name":"Human settlement","score":0.43451449275016785},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.34769243001937866},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.34391844272613525},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.329914391040802},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.25164371728897095},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21102595329284668},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.09643709659576416}],"concepts":[{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.6056555509567261},{"id":"https://openalex.org/C2777381055","wikidata":"https://www.wikidata.org/wiki/Q308922","display_name":"Damages","level":2,"score":0.5246964693069458},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4825522303581238},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4790140986442566},{"id":"https://openalex.org/C16678853","wikidata":"https://www.wikidata.org/wiki/Q486972","display_name":"Human settlement","level":2,"score":0.43451449275016785},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.34769243001937866},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.34391844272613525},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.329914391040802},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25164371728897095},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21102595329284668},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.09643709659576416},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2014.2320777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2014.2320777","pdf_url":null,"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":false,"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:elib.dlr.de:93680","is_oa":false,"landing_page_url":"https://elib.dlr.de/93680/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Zeitschriftenbeitrag"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326607","display_name":"Universit\u00e0 degli Studi di Camerino","ror":"https://ror.org/0005w8d69"},{"id":"https://openalex.org/F4320331035","display_name":"Munich Aerospace","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W33319889","https://openalex.org/W1963140581","https://openalex.org/W1992969120","https://openalex.org/W2000535832","https://openalex.org/W2041122055","https://openalex.org/W2048428751","https://openalex.org/W2055413154","https://openalex.org/W2055773219","https://openalex.org/W2078578646","https://openalex.org/W2080647739","https://openalex.org/W2091642294","https://openalex.org/W2118041632","https://openalex.org/W2125148312","https://openalex.org/W2126176832","https://openalex.org/W2132390788","https://openalex.org/W2139678656","https://openalex.org/W2153176604","https://openalex.org/W2153289988","https://openalex.org/W2244657616","https://openalex.org/W2304383564","https://openalex.org/W4285719527","https://openalex.org/W6601318487","https://openalex.org/W6682736572","https://openalex.org/W6690653762","https://openalex.org/W6697980514"],"related_works":["https://openalex.org/W4205240985","https://openalex.org/W2314597598","https://openalex.org/W1527183021","https://openalex.org/W3124239800","https://openalex.org/W2365977737","https://openalex.org/W1577024311","https://openalex.org/W4387399630","https://openalex.org/W1494001639","https://openalex.org/W2170856278","https://openalex.org/W2370590861"],"abstract_inverted_index":{"In":[0,100,372],"this":[1,384,397,402],"paper,":[2],"we":[3],"present":[4],"data":[5,96,311,407],"analytics":[6,324,408],"for":[7,17,417],"a":[8,12,42,59,306,321,341,413,421],"quantitative":[9,139,338],"analysis":[10,214,390],"in":[11,24,30,77,128,132,150,155,159,164,170,175,185,188,198,202,221,317,340,400],"rapid":[13,123],"mapping":[14,124,136],"scenario":[15],"applied":[16,57],"damage":[18],"assessment":[19],"of":[20,153,162,173,205,218,225,256,272,309,326,381,391,396],"the":[21,27,81,151,160,171,203,208,216,226,244,259,269,273,310,327,376,387,404],"2013":[22],"floods":[23,127,154,217],"Germany":[25,129,156],"and":[26,41,53,104,130,134,157,166,191,193,236,239,289,312,336,348,356,364,389,416],"2011":[28],"tsunami":[29,131,163,174,187,206],"Japan.":[31],"These":[32],"scenarios":[33,125,419],"are":[34,56,88,91],"created":[35],"using":[36,94,114,420],"preand":[37],"postdisaster":[38,199],"TerraSAR-X":[39],"images":[40,200],"semi-automated":[43],"processing":[44,359,423],"chain.":[45,424],"All":[46],"our":[47,101,115],"dataset":[48,415],"is":[49,75,403],"tiled":[50],"into":[51,83],"patches":[52],"Gabor":[54],"filters":[55],"as":[58,97,182,286,368],"primitive":[60],"feature":[61],"extraction":[62,379],"method":[63,360],"to":[64,79,243,263,276,282,319,333,346,362,374],"each":[65],"patch":[66],"separately.":[67],"A":[68],"support":[69],"vector":[70],"machine":[71],"with":[72,109],"relevance":[73],"feedback":[74],"implemented":[76],"order":[78,318],"group":[80],"features":[82],"categories.":[84,393],"Once":[85],"all":[86],"categories":[87,106,274],"identified,":[89],"these":[90,392],"semantically":[92],"annotated":[93],"reference":[95],"ground":[98],"truth.":[99],"investigation,":[102],"nondamaged":[103],"damaged":[105],"were":[107,291],"retrieved":[108],"their":[110],"specific":[111],"taxonomies":[112],"defined":[113],"previous":[116,277],"hierarchical":[117],"annotation":[118,308],"scheme.":[119],"The":[120,138,212,250,295,301,394],"classifier":[121],"supports":[122],"(e.g.,":[126],"Japan)":[133,165],"interactive":[135,355],"generation.":[137],"damages":[140],"can":[141],"be":[142],"assessed":[143],"by:":[144],"1)":[145],"flooded":[146,296],"agricultural":[147,232],"areas":[148,241],"(21.66%":[149],"case":[152,161,172,186,204],"4.15%":[158],"destroyed":[167,178],"aquaculture":[168,209],"(2.33%":[169],"Japan);":[176],"2)":[177],"transportation":[179],"infrastructures,":[180],"such":[181,285],"airport":[183],"(50%":[184],"Japan),":[189],"bridges,":[190],"roads.;":[192],"3)":[194],"debris":[195],"that":[196,265,401],"appears":[197],"(3.81%":[201],"after":[207,268],"was":[210,246,298],"destroyed).":[211],"first":[213,405],"envisages":[215],"Elbe":[219],"river":[220],"June":[222],"2013:":[223],"30%":[224],"investigated":[227],"area,":[228],"about":[229,299],",":[230],"including":[231],"land,":[233],"forest,":[234],"river,":[235,245],"some":[237,271,290],"residential":[238],"industrial":[240],"close":[242],"covered":[247],"by":[248,258],"water.":[249],"second":[251],"analysis,":[252],"considering":[253],"an":[254,314,354],"area":[255,297],"affected":[257],"tsunami,":[260,270],"led":[261],"us":[262],"conclude":[264],"3":[266],"months":[267],"returned":[275],"functionality-the":[278],"airport,":[279],"others":[280],"return":[281],"partial":[283],"functionality":[284],"isolated":[287],"residents,":[288],"totally":[292],"destroyed-the":[293],"aquaculture.":[294],".":[300],"proposed":[302],"approach":[303,385],"goes":[304],"beyond":[305],"simple":[307],"provides":[313],"intermediate":[315],"product":[316],"produce":[320],"relevant":[322],"visual":[323],"representation":[325],"data.":[328],"This":[329],"makes":[330],"it":[331],"easier":[332],"compare":[334],"datasets":[335,366],"different":[337,418],"findings":[339],"meaningful":[342],"manner,":[343],"accessible":[344],"both":[345],"experts":[347],"regular":[349],"users.":[350],"Our":[351],"paper":[352,398],"presents":[353],"automatic,":[357],"fast":[358],"applicable":[361],"large":[363,414],"complex":[365],"(such":[367],"image":[369],"time":[370,406],"series).":[371],"addition":[373],"enhancing":[375],"information":[377],"content":[378],"(number":[380],"identified":[382],"categories),":[383],"enables":[386],"discovery":[388],"novelty":[395],"resides":[399],"have":[409],"been":[410],"run":[411],"on":[412],"semiautomated":[422]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
