{"id":"https://openalex.org/W2954546231","doi":"https://doi.org/10.3390/rs11131585","title":"RFim: A Real-Time Inundation Extent Model for Large Floodplains Based on Remote Sensing Big Data and Water Level Observations","display_name":"RFim: A Real-Time Inundation Extent Model for Large Floodplains Based on Remote Sensing Big Data and Water Level Observations","publication_year":2019,"publication_date":"2019-07-04","ids":{"openalex":"https://openalex.org/W2954546231","doi":"https://doi.org/10.3390/rs11131585","mag":"2954546231"},"language":"en","primary_location":{"id":"doi:10.3390/rs11131585","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131585","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1585/pdf?version=1562213035","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/2072-4292/11/13/1585/pdf?version=1562213035","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086235539","display_name":"Zeqiang Chen","orcid":"https://orcid.org/0000-0001-6624-6693"},"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":"Zeqiang Chen","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100912083","display_name":"Jin Luo","orcid":null},"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":"Jin Luo","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084901503","display_name":"Nengcheng Chen","orcid":"https://orcid.org/0000-0002-3521-9972"},"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":"Nengcheng Chen","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033909694","display_name":"Ren Xu","orcid":"https://orcid.org/0000-0001-8887-0235"},"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":"Ren Xu","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070594082","display_name":"Gaoyun Shen","orcid":"https://orcid.org/0000-0003-0187-0633"},"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":"Gaoyun Shen","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084901503"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.788,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.72703372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"11","issue":"13","first_page":"1585","last_page":"1585"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","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/T10930","display_name":"Flood Risk Assessment and Management","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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9943000078201294,"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/floodplain","display_name":"Floodplain","score":0.8104342222213745},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.7767167091369629},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6996473670005798},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.6397199630737305},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6108799576759338},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.4168047606945038},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3734704852104187},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.26367509365081787},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10995626449584961},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.09564533829689026}],"concepts":[{"id":"https://openalex.org/C155681218","wikidata":"https://www.wikidata.org/wiki/Q193110","display_name":"Floodplain","level":2,"score":0.8104342222213745},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.7767167091369629},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6996473670005798},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.6397199630737305},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6108799576759338},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.4168047606945038},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3734704852104187},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.26367509365081787},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10995626449584961},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.09564533829689026},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs11131585","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131585","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1585/pdf?version=1562213035","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:01b6e074f11149469ded8b8f80b996e5","is_oa":true,"landing_page_url":"https://doaj.org/article/01b6e074f11149469ded8b8f80b996e5","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 13, p 1585 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/13/1585/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11131585","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11131585","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131585","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1585/pdf?version=1562213035","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":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G3345979807","display_name":null,"funder_award_id":"1890822","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3467203268","display_name":null,"funder_award_id":"41771422, 41890822","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5512328355","display_name":null,"funder_award_id":"41771422","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8935175774","display_name":null,"funder_award_id":"41890822","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2954546231.pdf","grobid_xml":"https://content.openalex.org/works/W2954546231.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W853446232","https://openalex.org/W1507581045","https://openalex.org/W1662579755","https://openalex.org/W1876906906","https://openalex.org/W1966808625","https://openalex.org/W1975845037","https://openalex.org/W1981410107","https://openalex.org/W1988501710","https://openalex.org/W1995581599","https://openalex.org/W2046567883","https://openalex.org/W2075926926","https://openalex.org/W2076372349","https://openalex.org/W2077509829","https://openalex.org/W2078877578","https://openalex.org/W2085793179","https://openalex.org/W2087420179","https://openalex.org/W2088733802","https://openalex.org/W2095483845","https://openalex.org/W2101678239","https://openalex.org/W2122166205","https://openalex.org/W2122389133","https://openalex.org/W2133059825","https://openalex.org/W2133757601","https://openalex.org/W2137707174","https://openalex.org/W2145087958","https://openalex.org/W2149695977","https://openalex.org/W2268559320","https://openalex.org/W2302557361","https://openalex.org/W2336807904","https://openalex.org/W2560167313","https://openalex.org/W2593388048","https://openalex.org/W2604937949","https://openalex.org/W2725897987","https://openalex.org/W2790604750","https://openalex.org/W2803941375","https://openalex.org/W2897712269","https://openalex.org/W4243550613"],"related_works":["https://openalex.org/W2374264308","https://openalex.org/W2775251527","https://openalex.org/W2582753826","https://openalex.org/W1967818403","https://openalex.org/W2072260444","https://openalex.org/W2151028340","https://openalex.org/W3119439396","https://openalex.org/W284174281","https://openalex.org/W2799948116","https://openalex.org/W3130806769"],"abstract_inverted_index":{"The":[0,96,117],"real-time":[1,93],"flood":[2,10,25,210],"inundation":[3,86,112,165,214,267],"extent":[4,113,176],"plays":[5],"an":[6,213,229],"important":[7],"role":[8],"in":[9,103,135,152,202,237,276],"disaster":[11],"preparation":[12],"and":[13,36,57,78,114,131,134,143,193,239,272,291],"reduction.":[14],"To":[15],"date,":[16],"many":[17],"approaches":[18],"have":[19,127,139],"been":[20,150],"developed":[21],"for":[22,74,164,207,216],"determining":[23],"the":[24,75,92,108,111,153,174,179,182,194,199,209,261,277,282],"extent,":[26],"such":[27],"as":[28],"hydrodynamic":[29,41],"models,":[30],"digital":[31],"elevation":[32],"model-based":[33],"(DEM-based)":[34],"methods,":[35],"remote":[37,58,99,123,288],"sensing":[38,59,100,124,289],"methods.":[39],"However,":[40],"methods":[42],"are":[43,53,144],"time":[44],"consuming":[45],"when":[46],"applied":[47,151],"to":[48,65,90,106,250,265],"large":[49,162,252],"floodplains,":[50,82],"high-resolution":[51,240],"DEMs":[52],"not":[54],"always":[55],"available,":[56],"imagery":[60,290],"cannot":[61],"be":[62,185,247],"used":[63],"alone":[64],"predict":[66],"inundation.":[67],"In":[68],"this":[69,203],"article,":[70],"a":[71,161,168],"new":[72,118],"model":[73,97,284],"highly":[76],"accurate":[77],"rapid":[79],"simulation":[80,166,183,215,283],"of":[81,122,156,181,218,232,254,263],"called":[83],"\u201cRFim\u201d":[84],"(real-time":[85],"model),":[87],"is":[88,191,196,205,279,285],"proposed":[89,201],"simulate":[91],"flooded":[94],"area.":[95],"combines":[98],"images":[101,255],"with":[102,173,222,256,269],"situ":[104,136],"data":[105],"find":[107],"relationship":[109],"between":[110],"water":[115,224],"level.":[116],"approach":[119,148,200],"takes":[120],"advantage":[121],"images,":[125],"which":[126,138],"wide":[128],"spatial":[129,274],"coverage":[130,142],"high":[132,258,270,273],"resolution,":[133],"observations,":[137,178],"continuous":[140],"temporal":[141],"easily":[145],"accessible.":[146],"This":[147],"has":[149],"study":[154,204],"area":[155],"East":[157],"Dongting":[158],"Lake,":[159],"representing":[160],"floodplain,":[163],"at":[167],"30":[169],"m":[170],"resolution.":[171],"Compared":[172],"submerged":[175],"from":[177],"accuracy":[180,271],"could":[184],"more":[186],"than":[187],"90%":[188],"(the":[189],"lowest":[190],"93%,":[192],"highest":[195],"96%).":[197],"Hence,":[198],"reliable":[206],"predicting":[208],"extent.":[211],"Moreover,":[212],"all":[217],"2013":[219],"was":[220],"performed":[221],"daily":[223],"level":[225],"observation":[226,234],"data.":[227,294],"With":[228],"increasing":[230],"number":[231],"Earth":[233],"satellites":[235],"operating":[236],"space":[238],"mappers":[241],"deployed":[242],"on":[243,287],"satellites,":[244],"it":[245],"will":[246],"much":[248],"easier":[249],"acquire":[251],"quantities":[253],"very":[257],"resolutions.":[259],"Therefore,":[260],"use":[262],"RFim":[264],"perform":[266],"simulations":[268],"resolutions":[275],"future":[278],"promising":[280],"because":[281],"built":[286],"gauging":[292],"station":[293]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}