{"id":"https://openalex.org/W3113012602","doi":"https://doi.org/10.1109/jstars.2020.3045278","title":"Assessment of Urban Infrastructures Exposed to Flood Using Susceptibility Map and Google Earth Engine","display_name":"Assessment of Urban Infrastructures Exposed to Flood Using Susceptibility Map and Google Earth Engine","publication_year":2020,"publication_date":"2020-12-17","ids":{"openalex":"https://openalex.org/W3113012602","doi":"https://doi.org/10.1109/jstars.2020.3045278","mag":"3113012602"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2020.3045278","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3045278","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9314330/09296352.pdf","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":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/9314330/09296352.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006705342","display_name":"Hamid Reza Pourghasemi","orcid":"https://orcid.org/0000-0003-2328-2998"},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Hamid Reza Pourghasemi","raw_affiliation_strings":["Department of Natural Resources and Environmental Engineering, College of Agriculture, Shiraz University, Shiraz, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Natural Resources and Environmental Engineering, College of Agriculture, Shiraz University, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048764248","display_name":"Mahdis Amiri","orcid":"https://orcid.org/0000-0003-0579-4770"},"institutions":[{"id":"https://openalex.org/I67388046","display_name":"Gorgan University of Agricultural Sciences and Natural Resources","ror":"https://ror.org/01w6vdf77","country_code":"IR","type":"education","lineage":["https://openalex.org/I67388046"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahdis Amiri","raw_affiliation_strings":["Department of Watershed and Arid Zone Management, Gorgan University of Agricultural Sciences and Natural Resources, Gorgan, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Watershed and Arid Zone Management, Gorgan University of Agricultural Sciences and Natural Resources, Gorgan, Iran","institution_ids":["https://openalex.org/I67388046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024834069","display_name":"Mohsen Edalat","orcid":"https://orcid.org/0000-0002-9601-0769"},"institutions":[{"id":"https://openalex.org/I166459259","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54","country_code":"IR","type":"education","lineage":["https://openalex.org/I166459259"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohsen Edalat","raw_affiliation_strings":["Department of Crop Production and Plant Breeding, School of Agriculture, Shiraz University, Shiraz, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Crop Production and Plant Breeding, School of Agriculture, Shiraz University, Shiraz, Iran","institution_ids":["https://openalex.org/I166459259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080018067","display_name":"Amir Hossein Ahrari","orcid":null},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amir Hossein Ahrari","raw_affiliation_strings":["Department of Remote Sensing and GIS, Faculty of Geography, University of Tehran, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Remote Sensing and GIS, Faculty of Geography, University of Tehran, Tehran, Iran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056706783","display_name":"Mahdi Panahi","orcid":"https://orcid.org/0000-0001-7601-9208"},"institutions":[{"id":"https://openalex.org/I165507594","display_name":"Kangwon National University","ror":"https://ror.org/01mh5ph17","country_code":"KR","type":"education","lineage":["https://openalex.org/I165507594"]},{"id":"https://openalex.org/I4210142421","display_name":"Korea Institute of Geoscience and Mineral Resources","ror":"https://ror.org/044k0pw44","country_code":"KR","type":"facility","lineage":["https://openalex.org/I4210142421"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mahdi Panahi","raw_affiliation_strings":["Division of Science Education, College of Education, Kangwon National University, Gangwon-do, South Korea","Geoscience Platform Division, Korea Institute of Geoscience and Mineral Resources, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Division of Science Education, College of Education, Kangwon National University, Gangwon-do, South Korea","institution_ids":["https://openalex.org/I165507594"]},{"raw_affiliation_string":"Geoscience Platform Division, Korea Institute of Geoscience and Mineral Resources, Daejeon, South Korea","institution_ids":["https://openalex.org/I4210142421"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035879479","display_name":"Nitheshnirmal S\u00e3dhasivam","orcid":"https://orcid.org/0000-0001-6502-8985"},"institutions":[{"id":"https://openalex.org/I4076070","display_name":"Bharathidasan University","ror":"https://ror.org/02w7vnb60","country_code":"IN","type":"education","lineage":["https://openalex.org/I4076070"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["IN","NL"],"is_corresponding":false,"raw_author_name":"Nitheshnirmal Sadhasivam","raw_affiliation_strings":["Department of Geography, Bharathidasan University, Tiruchirappalli, India","Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Enschede, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Geography, Bharathidasan University, Tiruchirappalli, India","institution_ids":["https://openalex.org/I4076070"]},{"raw_affiliation_string":"Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077439959","display_name":"Saro Lee","orcid":"https://orcid.org/0000-0003-0409-8263"},"institutions":[{"id":"https://openalex.org/I4210142421","display_name":"Korea Institute of Geoscience and Mineral Resources","ror":"https://ror.org/044k0pw44","country_code":"KR","type":"facility","lineage":["https://openalex.org/I4210142421"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Saro Lee","raw_affiliation_strings":["Department of Geophysical Exploration, Korea University of Science and Technology, Daejeon, South Korea","Geoscience Platform Division, Korea Institute of Geoscience and Mineral Resources, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Geophysical Exploration, Korea University of Science and Technology, Daejeon, South Korea","institution_ids":["https://openalex.org/I88761825"]},{"raw_affiliation_string":"Geoscience Platform Division, Korea Institute of Geoscience and Mineral Resources, Daejeon, South Korea","institution_ids":["https://openalex.org/I4210142421"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5006705342"],"corresponding_institution_ids":["https://openalex.org/I166459259"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":2.2608,"has_fulltext":true,"cited_by_count":49,"citation_normalized_percentile":{"value":0.88995838,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"14","issue":null,"first_page":"1923","last_page":"1937"},"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/T11186","display_name":"Hydrology and Drought Analysis","score":0.9901999831199646,"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/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9830999970436096,"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/flood-myth","display_name":"Flood myth","score":0.8321800827980042},{"id":"https://openalex.org/keywords/flooding","display_name":"Flooding (psychology)","score":0.6890690326690674},{"id":"https://openalex.org/keywords/natural-hazard","display_name":"Natural hazard","score":0.47589337825775146},{"id":"https://openalex.org/keywords/flood-risk-assessment","display_name":"Flood risk assessment","score":0.4419752359390259},{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.429511159658432},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4163910448551178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3516691029071808},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.3268853425979614},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.32369109988212585},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.1809762418270111}],"concepts":[{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.8321800827980042},{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.6890690326690674},{"id":"https://openalex.org/C39410599","wikidata":"https://www.wikidata.org/wiki/Q3433179","display_name":"Natural hazard","level":2,"score":0.47589337825775146},{"id":"https://openalex.org/C2778061687","wikidata":"https://www.wikidata.org/wiki/Q5460077","display_name":"Flood risk assessment","level":3,"score":0.4419752359390259},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.429511159658432},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4163910448551178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3516691029071808},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.3268853425979614},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.32369109988212585},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1809762418270111},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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.2020.3045278","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3045278","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9314330/09296352.pdf","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":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:doaj.org/article:a137ac6bd5fc44bd87ba00dace965b8b","is_oa":true,"landing_page_url":"https://doaj.org/article/a137ac6bd5fc44bd87ba00dace965b8b","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 1923-1937 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2020.3045278","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2020.3045278","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/9314330/09296352.pdf","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":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G3945410205","display_name":null,"funder_award_id":"98GRC1M271143","funder_id":"https://openalex.org/F4320336437","funder_display_name":"College of Agriculture, Shiraz University"},{"id":"https://openalex.org/G4040148096","display_name":null,"funder_award_id":"46199","funder_id":"https://openalex.org/F4320336437","funder_display_name":"College of Agriculture, Shiraz University"},{"id":"https://openalex.org/G7685055460","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G808881547","display_name":null,"funder_award_id":"98GRC1M271143","funder_id":"https://openalex.org/F4320323101","funder_display_name":"Shiraz University"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322097","display_name":"Korea Institute of Geoscience and Mineral Resources","ror":"https://ror.org/044k0pw44"},{"id":"https://openalex.org/F4320323101","display_name":"Shiraz University","ror":"https://ror.org/028qtbk54"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320336437","display_name":"College of Agriculture, Shiraz University","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3113012602.pdf","grobid_xml":"https://content.openalex.org/works/W3113012602.grobid-xml"},"referenced_works_count":82,"referenced_works":["https://openalex.org/W1071888377","https://openalex.org/W1186112364","https://openalex.org/W1471436312","https://openalex.org/W1599483115","https://openalex.org/W1678356000","https://openalex.org/W1700449338","https://openalex.org/W1969741262","https://openalex.org/W1971988122","https://openalex.org/W1973462599","https://openalex.org/W1975914988","https://openalex.org/W1980796057","https://openalex.org/W1981316911","https://openalex.org/W1983807604","https://openalex.org/W1993934953","https://openalex.org/W1996516375","https://openalex.org/W2008308809","https://openalex.org/W2018780093","https://openalex.org/W2020343319","https://openalex.org/W2024524983","https://openalex.org/W2027386095","https://openalex.org/W2042315239","https://openalex.org/W2044946456","https://openalex.org/W2056320221","https://openalex.org/W2060298585","https://openalex.org/W2064985776","https://openalex.org/W2065642067","https://openalex.org/W2067480349","https://openalex.org/W2068187084","https://openalex.org/W2078205871","https://openalex.org/W2084773003","https://openalex.org/W2102278187","https://openalex.org/W2122632069","https://openalex.org/W2135695572","https://openalex.org/W2138612078","https://openalex.org/W2140964565","https://openalex.org/W2143296882","https://openalex.org/W2146353369","https://openalex.org/W2157079476","https://openalex.org/W2158237752","https://openalex.org/W2160613335","https://openalex.org/W2166465566","https://openalex.org/W2225976211","https://openalex.org/W2231559881","https://openalex.org/W2290326488","https://openalex.org/W2291356875","https://openalex.org/W2322572520","https://openalex.org/W2408377373","https://openalex.org/W2423094380","https://openalex.org/W2521812267","https://openalex.org/W2560272195","https://openalex.org/W2561420257","https://openalex.org/W2587847980","https://openalex.org/W2594352094","https://openalex.org/W2604912589","https://openalex.org/W2606129170","https://openalex.org/W2606804832","https://openalex.org/W2620530835","https://openalex.org/W2687996299","https://openalex.org/W2731040012","https://openalex.org/W2751363624","https://openalex.org/W2765742909","https://openalex.org/W2766228856","https://openalex.org/W2768195077","https://openalex.org/W2775745878","https://openalex.org/W2783383217","https://openalex.org/W2796299618","https://openalex.org/W2798216400","https://openalex.org/W2806889219","https://openalex.org/W2909193898","https://openalex.org/W2911964244","https://openalex.org/W2913126990","https://openalex.org/W2921208133","https://openalex.org/W2927539500","https://openalex.org/W2985766090","https://openalex.org/W3001948265","https://openalex.org/W3143952856","https://openalex.org/W4210949798","https://openalex.org/W4212935219","https://openalex.org/W4243550613","https://openalex.org/W4362204966","https://openalex.org/W6667350269","https://openalex.org/W6696838451"],"related_works":["https://openalex.org/W2923835640","https://openalex.org/W2031888665","https://openalex.org/W1528416014","https://openalex.org/W2388900073","https://openalex.org/W1991107850","https://openalex.org/W3203679195","https://openalex.org/W2793701960","https://openalex.org/W4367185655","https://openalex.org/W3122316504","https://openalex.org/W1998349051"],"abstract_inverted_index":{"Acute":[0],"hydrological":[1],"natural":[2],"hazards,":[3],"such":[4,157],"as":[5,158],"floods,":[6],"not":[7],"only":[8],"affect":[9],"the":[10,22,40,78,93,111,119,144,217,224,239],"lives":[11],"and":[12,58,72,106,125,132,171,187,221,248],"properties":[13],"of":[14,80,151,178,194,205,228],"people":[15],"but":[16],"also":[17,209],"cause":[18],"severe":[19],"damage":[20],"to":[21,27,38,50,101,147],"critical":[23,46,115,155],"infrastructures,":[24,156],"which":[25,141,212],"needs":[26],"be":[28],"function":[29],"even":[30],"in":[31,85,99,122,135,174,200,242],"substandard":[32],"situations.":[33],"Therefore,":[34],"it":[35],"is":[36],"significant":[37],"predict":[39],"flood-prone":[41,56],"areas":[42,57],"for":[43,109,245],"understanding":[44],"how":[45],"infrastructures":[47],"are":[48,61],"exposed":[49],"massive":[51],"flooding.":[52,148],"For":[53],"this":[54],"aim,":[55],"their":[59],"susceptibility":[60],"mapped":[62],"using":[63],"machine":[64],"learning":[65],"techniques":[66],"including":[67],"boosted":[68],"regression":[69],"tree":[70],"(BRT)":[71],"generalized":[73],"linear":[74],"model":[75,91],"(GLM)":[76],"with":[77],"help":[79],"Sentinel":[81],"3":[82],"satellite":[83],"images":[84],"Google":[86],"Earth":[87],"Engine.":[88],"The":[89,149,192],"BRT":[90],"achieved":[92],"highest":[94,145],"precision":[95],"(AUC":[96,103],"=":[97,104],"81.10%)":[98],"comparison":[100],"GLM":[102],"78.30%)":[105],"was":[107,138,208],"utilized":[108],"evaluating":[110],"flood":[112,120,152,190,195,246],"risk":[113,121,146,153,196,249],"on":[114,154,197],"infrastructures.":[116],"In":[117],"addition,":[118],"four":[123],"large":[124],"famous":[126],"watersheds,":[127],"namely":[128],"Zohre,":[129],"Dorodzan,":[130],"Tashk-Bakhtegan,":[131],"Qareagaj":[133],"located":[134,173],"Fars":[136,179,206],"Province":[137,207],"analyzed,":[139],"among":[140],"Zohre":[142],"had":[143,185,216,223],"assessment":[150],"hospitals,":[159],"pharmacies,":[160],"banks,":[161],"fire":[162],"stations,":[163,168],"automated":[164],"teller":[165],"machines,":[166],"fuel":[167],"speed":[169],"cameras,":[170],"mosques":[172],"Shiraz":[175,215],"County":[176],"(capital":[177],"Province)":[180],"disclosed":[181],"that":[182,214,230],"these":[183],"structures":[184],"high":[186,189,234],"very":[188,233],"hazard.":[191],"evaluation":[193],"schools":[198,229],"situated":[199],"nine":[201],"most":[202],"populated":[203],"cities":[204],"carried":[210],"out,":[211],"revealed":[213],"maximum":[218],"percentage":[219,226],"(92.98%)":[220],"Marvdasht":[222],"least":[225],"(60.75%)":[227],"fall":[231],"under":[232],"risk.":[235],"This":[236],"article":[237],"aids":[238],"decision":[240],"makers":[241],"better":[243],"planning":[244],"resilience":[247],"management.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}