{"id":"https://openalex.org/W4391613486","doi":"https://doi.org/10.1007/s12145-024-01239-0","title":"Impacts of DEM type and resolution on deep learning-based flood inundation mapping","display_name":"Impacts of DEM type and resolution on deep learning-based flood inundation mapping","publication_year":2024,"publication_date":"2024-02-07","ids":{"openalex":"https://openalex.org/W4391613486","doi":"https://doi.org/10.1007/s12145-024-01239-0"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-024-01239-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01239-0","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5063449714","display_name":"Mohammad Fereshtehpour","orcid":"https://orcid.org/0000-0002-0249-8522"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Mohammad Fereshtehpour","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of Western Ontario, London, Canada"],"raw_orcid":"https://orcid.org/0000-0002-0249-8522","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Western Ontario, London, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102560382","display_name":"Mostafa Esmaeilzadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I176861719","display_name":"University of Shahrood","ror":"https://ror.org/00yqvtm78","country_code":"IR","type":"education","lineage":["https://openalex.org/I176861719"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mostafa Esmaeilzadeh","raw_affiliation_strings":["Faculty of Civil Engineering, Shahrood University of Technology, Shahrood, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, Shahrood University of Technology, Shahrood, Iran","institution_ids":["https://openalex.org/I176861719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068904294","display_name":"Reza Saleh Alipour","orcid":null},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Reza Saleh Alipour","raw_affiliation_strings":["Department of Civil, Construction, and Environmental Engineering, University of Alabama, Tuscaloosa, AL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil, Construction, and Environmental Engineering, University of Alabama, Tuscaloosa, AL, USA","institution_ids":["https://openalex.org/I17301866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031051561","display_name":"Steven J. Burian","orcid":"https://orcid.org/0000-0003-0523-4968"},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven J. Burian","raw_affiliation_strings":["Department of Civil, Construction, and Environmental Engineering, University of Alabama, Tuscaloosa, AL, USA"],"raw_orcid":"https://orcid.org/0000-0003-0523-4968","affiliations":[{"raw_affiliation_string":"Department of Civil, Construction, and Environmental Engineering, University of Alabama, Tuscaloosa, AL, USA","institution_ids":["https://openalex.org/I17301866"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5063449714"],"corresponding_institution_ids":["https://openalex.org/I125749732"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":8.3639,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.98335301,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"17","issue":"2","first_page":"1125","last_page":"1145"},"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":0.9958000183105469,"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":0.9930999875068665,"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/digital-elevation-model","display_name":"Digital elevation model","score":0.7892942428588867},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.7726415991783142},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6254369616508484},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5738890171051025},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5693488121032715},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.5532417893409729},{"id":"https://openalex.org/keywords/lidar","display_name":"Lidar","score":0.5523169040679932},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.5068443417549133},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4795382022857666},{"id":"https://openalex.org/keywords/geomatics","display_name":"Geomatics","score":0.4539371430873871},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.44180166721343994},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4379814863204956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3608921766281128},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33725959062576294},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.2616598606109619},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2110666036605835},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19980508089065552},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1410699188709259}],"concepts":[{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.7892942428588867},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.7726415991783142},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6254369616508484},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5738890171051025},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5693488121032715},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.5532417893409729},{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.5523169040679932},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.5068443417549133},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4795382022857666},{"id":"https://openalex.org/C12780434","wikidata":"https://www.wikidata.org/wiki/Q619798","display_name":"Geomatics","level":2,"score":0.4539371430873871},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.44180166721343994},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4379814863204956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3608921766281128},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33725959062576294},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.2616598606109619},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2110666036605835},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19980508089065552},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1410699188709259},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-024-01239-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01239-0","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":95,"referenced_works":["https://openalex.org/W1587229523","https://openalex.org/W1694119402","https://openalex.org/W1865472943","https://openalex.org/W1963882359","https://openalex.org/W1983083246","https://openalex.org/W2044952084","https://openalex.org/W2051899879","https://openalex.org/W2055668893","https://openalex.org/W2073060807","https://openalex.org/W2081400987","https://openalex.org/W2082156006","https://openalex.org/W2098676252","https://openalex.org/W2101044141","https://openalex.org/W2102148524","https://openalex.org/W2261689926","https://openalex.org/W2291961022","https://openalex.org/W2410591237","https://openalex.org/W2412251648","https://openalex.org/W2419597278","https://openalex.org/W2531340046","https://openalex.org/W2584797793","https://openalex.org/W2588053368","https://openalex.org/W2730171111","https://openalex.org/W2742746678","https://openalex.org/W2756789966","https://openalex.org/W2773900012","https://openalex.org/W2796299618","https://openalex.org/W2804906241","https://openalex.org/W2807349801","https://openalex.org/W2809292112","https://openalex.org/W2810004461","https://openalex.org/W2811389973","https://openalex.org/W2883987780","https://openalex.org/W2889498145","https://openalex.org/W2899023746","https://openalex.org/W2901295140","https://openalex.org/W2912361013","https://openalex.org/W2913665514","https://openalex.org/W2914230310","https://openalex.org/W2919115771","https://openalex.org/W2927539500","https://openalex.org/W2943991646","https://openalex.org/W2948959486","https://openalex.org/W2949017992","https://openalex.org/W2963011709","https://openalex.org/W2969991251","https://openalex.org/W2972738434","https://openalex.org/W2981810834","https://openalex.org/W2982245988","https://openalex.org/W2982329189","https://openalex.org/W2989857225","https://openalex.org/W2990455864","https://openalex.org/W3005769492","https://openalex.org/W3014764138","https://openalex.org/W3027515244","https://openalex.org/W3042024008","https://openalex.org/W3042390404","https://openalex.org/W3045982044","https://openalex.org/W3048827138","https://openalex.org/W3083014107","https://openalex.org/W3100777112","https://openalex.org/W3106050203","https://openalex.org/W3133136601","https://openalex.org/W3141947287","https://openalex.org/W3165758560","https://openalex.org/W3170453833","https://openalex.org/W3172399786","https://openalex.org/W3197374825","https://openalex.org/W3199198838","https://openalex.org/W3210744571","https://openalex.org/W3211978597","https://openalex.org/W3214716400","https://openalex.org/W4200321698","https://openalex.org/W4211033815","https://openalex.org/W4212796994","https://openalex.org/W4225898565","https://openalex.org/W4240682403","https://openalex.org/W4254751698","https://openalex.org/W4281631162","https://openalex.org/W4285393460","https://openalex.org/W4295297581","https://openalex.org/W4296829683","https://openalex.org/W4297021170","https://openalex.org/W4308203418","https://openalex.org/W4308455319","https://openalex.org/W4309200057","https://openalex.org/W4310013602","https://openalex.org/W4310490761","https://openalex.org/W4316036148","https://openalex.org/W4317757012","https://openalex.org/W4321261367","https://openalex.org/W4367047421","https://openalex.org/W4380200349","https://openalex.org/W4382355899","https://openalex.org/W4389410624"],"related_works":["https://openalex.org/W4319317934","https://openalex.org/W2901265155","https://openalex.org/W1978898671","https://openalex.org/W2956374172","https://openalex.org/W4281783339","https://openalex.org/W4319837668","https://openalex.org/W4308071650","https://openalex.org/W2358091286","https://openalex.org/W4320725409","https://openalex.org/W2014835793"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":23},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-14T08:36:36.166977","created_date":"2025-10-10T00:00:00"}