{"id":"https://openalex.org/W4413129321","doi":"https://doi.org/10.1080/17538947.2025.2544916","title":"3-D Flood mapping from SWOT observations during extreme rainfall: a case study of Gangnan Reservoir","display_name":"3-D Flood mapping from SWOT observations during extreme rainfall: a case study of Gangnan Reservoir","publication_year":2025,"publication_date":"2025-08-11","ids":{"openalex":"https://openalex.org/W4413129321","doi":"https://doi.org/10.1080/17538947.2025.2544916"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2025.2544916","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2544916","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2544916?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2544916?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026694512","display_name":"Jiaqi Yao","orcid":"https://orcid.org/0000-0003-1449-7671"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Yao","raw_affiliation_strings":["Tianjin Normal University","Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Normal University","institution_ids":["https://openalex.org/I15062923"]},{"raw_affiliation_string":"Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin, People's Republic of China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004886073","display_name":"Mengran Wang","orcid":"https://orcid.org/0009-0006-7681-7916"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengran Wang","raw_affiliation_strings":["Tianjin Normal University","Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Normal University","institution_ids":["https://openalex.org/I15062923"]},{"raw_affiliation_string":"Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin, People's Republic of China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008716861","display_name":"Nan Xu","orcid":"https://orcid.org/0000-0001-9912-2347"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nan Xu","raw_affiliation_strings":["Shenzhen University","Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, Ministry of Natural Resources & Guangdong Key Laboratory of Urban Informatics, Shenzhen University, Shenzhen, People's Republic of China","School of Architecture & Urban Planning, Shenzhen University, Shenzhen, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen University","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, Ministry of Natural Resources & Guangdong Key Laboratory of Urban Informatics, Shenzhen University, Shenzhen, People's Republic of China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I211433327"]},{"raw_affiliation_string":"School of Architecture & Urban Planning, Shenzhen University, Shenzhen, People's Republic of China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414097","display_name":"Ying Liu","orcid":"https://orcid.org/0000-0001-9385-992X"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Liu","raw_affiliation_strings":["Tianjin Normal University","Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Normal University","institution_ids":["https://openalex.org/I15062923"]},{"raw_affiliation_string":"Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin, People's Republic of China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078888279","display_name":"Fan Mo","orcid":"https://orcid.org/0000-0001-6272-781X"},"institutions":[{"id":"https://openalex.org/I4210092591","display_name":"China Centre for Resources Satellite Data and Application","ror":"https://ror.org/00ft0fw96","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210092591"]},{"id":"https://openalex.org/I4210120093","display_name":"Remote Sensing Application Center","ror":"https://ror.org/029rkt035","country_code":"BG","type":"facility","lineage":["https://openalex.org/I4210120093"]},{"id":"https://openalex.org/I4210127658","display_name":"Ministry of Natural Resources","ror":"https://ror.org/03tk15k72","country_code":"RW","type":"government","lineage":["https://openalex.org/I4210127658"]},{"id":"https://openalex.org/I4210155611","display_name":"Ministry of Water Resources of the People's Republic of China","ror":"https://ror.org/04e698d63","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210155611"]}],"countries":["BG","CN","RW"],"is_corresponding":false,"raw_author_name":"Fan Mo","raw_affiliation_strings":["Ministry of Natural Resources of P.R. China","Land Satellite Remote Sensing Application Center (LASAC), Ministry of Natural Resources of P.R. China, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ministry of Natural Resources of P.R. China","institution_ids":["https://openalex.org/I4210127658","https://openalex.org/I4210155611"]},{"raw_affiliation_string":"Land Satellite Remote Sensing Application Center (LASAC), Ministry of Natural Resources of P.R. China, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I4210092591","https://openalex.org/I4210120093"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xue Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098389","display_name":"Ministry of Civil Affairs","ror":"https://ror.org/00rmvjy83","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210098389","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Li","raw_affiliation_strings":["Ministry of Emergency Management of China","National Institute of Natural Hazards, Ministry of Emergency Management of China, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ministry of Emergency Management of China","institution_ids":["https://openalex.org/I4210098389"]},{"raw_affiliation_string":"National Institute of Natural Hazards, Ministry of Emergency Management of China, Beijing, People's Republic of China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012018117","display_name":"Yongqiang Cao","orcid":"https://orcid.org/0000-0003-1223-7542"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongqiang Cao","raw_affiliation_strings":["Tianjin Normal University","Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Normal University","institution_ids":["https://openalex.org/I15062923"]},{"raw_affiliation_string":"Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis, Tianjin Normal University, Tianjin, People's Republic of China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018848347","display_name":"Kebing Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I2799997741","display_name":"Changjiang Water Resources Commission","ror":"https://ror.org/0305bn856","country_code":"CN","type":"government","lineage":["https://openalex.org/I2799997741","https://openalex.org/I4210155611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kebing Chen","raw_affiliation_strings":["Changjiang Water Resources Commission","Bureau of Hydrology, Changjiang Water Resources Commission, Wuhan, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changjiang Water Resources Commission","institution_ids":["https://openalex.org/I2799997741"]},{"raw_affiliation_string":"Bureau of Hydrology, Changjiang Water Resources Commission, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I2799997741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074105334","display_name":"Jinyan Sun","orcid":"https://orcid.org/0000-0002-4620-6229"},"institutions":[{"id":"https://openalex.org/I4210141300","display_name":"Anhui and Huaihe River Institute of Hydraulic Research","ror":"https://ror.org/04bymxx89","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210141300","https://openalex.org/I4210155611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyan Sun","raw_affiliation_strings":["Anhui and Huaihe River Institute of Hydraulic Research","Anhui Key Laboratory of Water Conservancy and Water Resources, Anhui and Huaihe River Institute of Hydraulic Research, Hefei, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui and Huaihe River Institute of Hydraulic Research","institution_ids":["https://openalex.org/I4210141300"]},{"raw_affiliation_string":"Anhui Key Laboratory of Water Conservancy and Water Resources, Anhui and Huaihe River Institute of Hydraulic Research, Hefei, People's Republic of China","institution_ids":["https://openalex.org/I4210141300"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101486499","display_name":"Hui Lu","orcid":"https://orcid.org/0000-0002-7698-6262"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hui Lu","raw_affiliation_strings":["Tsinghua University","Department of Earth System Science, Institute for Global Change Studies, Tsinghua University, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Earth System Science, Institute for Global Change Studies, Tsinghua University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5008716861","https://openalex.org/A5101486499"],"corresponding_institution_ids":["https://openalex.org/I180726961","https://openalex.org/I211433327","https://openalex.org/I99065089"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":7.0231,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97783202,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9760000109672546,"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/T10577","display_name":"Hydrology and Sediment Transport Processes","score":0.9524000287055969,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/swot-analysis","display_name":"SWOT analysis","score":0.7519457340240479},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.7030385732650757},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5632590055465698},{"id":"https://openalex.org/keywords/elevation","display_name":"Elevation (ballistics)","score":0.5629558563232422},{"id":"https://openalex.org/keywords/flooding","display_name":"Flooding (psychology)","score":0.5295539498329163},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4119178056716919},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3586862087249756},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.35583239793777466},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.32772696018218994},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15726697444915771},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12483692169189453},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08581680059432983}],"concepts":[{"id":"https://openalex.org/C119059837","wikidata":"https://www.wikidata.org/wiki/Q175096","display_name":"SWOT analysis","level":2,"score":0.7519457340240479},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.7030385732650757},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5632590055465698},{"id":"https://openalex.org/C37054046","wikidata":"https://www.wikidata.org/wiki/Q641888","display_name":"Elevation (ballistics)","level":2,"score":0.5629558563232422},{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.5295539498329163},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4119178056716919},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3586862087249756},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.35583239793777466},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.32772696018218994},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15726697444915771},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12483692169189453},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08581680059432983},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","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},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17538947.2025.2544916","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2544916","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2544916?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:53540897619047fdab1adbf7cc321967","is_oa":true,"landing_page_url":"https://doaj.org/article/53540897619047fdab1adbf7cc321967","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Digital Earth, Vol 18, Iss 1 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2025.2544916","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2544916","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/17538947.2025.2544916?needAccess=true","source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G1381570079","display_name":null,"funder_award_id":"2024YFE0106700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G1632471180","display_name":null,"funder_award_id":"42301501","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G191641118","display_name":null,"funder_award_id":"BK20240258","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G2093958750","display_name":null,"funder_award_id":"52079060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8902891743","display_name":null,"funder_award_id":"KLSMNR-K202309","funder_id":"https://openalex.org/F4320316090","funder_display_name":"Ministry of Natural Resources of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320316090","display_name":"Ministry of Natural Resources of the People's Republic of China","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1965302626","https://openalex.org/W2077509829","https://openalex.org/W2083029259","https://openalex.org/W2139627346","https://openalex.org/W2573698717","https://openalex.org/W2603017680","https://openalex.org/W2793060913","https://openalex.org/W2946292188","https://openalex.org/W2995256253","https://openalex.org/W3021847024","https://openalex.org/W3112988386","https://openalex.org/W3208944888","https://openalex.org/W4306760821","https://openalex.org/W4309269402","https://openalex.org/W4309459167","https://openalex.org/W4321019776","https://openalex.org/W4322502965","https://openalex.org/W4327620130","https://openalex.org/W4366775604","https://openalex.org/W4380081102","https://openalex.org/W4387875065","https://openalex.org/W4392595171","https://openalex.org/W4393258034","https://openalex.org/W4399391544","https://openalex.org/W4400311395","https://openalex.org/W4401113972","https://openalex.org/W4401519976","https://openalex.org/W4401633026","https://openalex.org/W4402265092","https://openalex.org/W4403603321","https://openalex.org/W4403789176","https://openalex.org/W4403977288","https://openalex.org/W4405220915","https://openalex.org/W6891969707","https://openalex.org/W6892134231","https://openalex.org/W6910865527","https://openalex.org/W6948685286","https://openalex.org/W6966853720"],"related_works":["https://openalex.org/W2807952359","https://openalex.org/W4205908667","https://openalex.org/W2264828925","https://openalex.org/W4312213642","https://openalex.org/W2378407273","https://openalex.org/W90157332","https://openalex.org/W2364866955","https://openalex.org/W2923835640","https://openalex.org/W757942934","https://openalex.org/W2031888665"],"abstract_inverted_index":{"Global":[0],"warming":[1],"has":[2],"intensified":[3],"extreme":[4],"precipitation":[5],"events,":[6],"posing":[7],"challenges":[8],"to":[9,40,107,155],"economic":[10],"and":[11,32,72,95,103,116,135,186,191],"ecological":[12],"systems.":[13],"While":[14],"the":[15,42,47,56,69,141,144],"SWOT":[16,38,62,93,129],"satellite":[17],"offers":[18],"high-resolution":[19],"water":[20,63,113,152,184],"elevation":[21,65],"monitoring":[22],"via":[23],"Ka-band":[24],"radar,":[25],"it":[26],"faces":[27],"accuracy":[28,79,124],"issues":[29],"from":[30],"noise":[31,60],"cross-orbit":[33],"error.":[34],"Therefore,":[35],"we":[36],"used":[37],"data":[39],"evaluate":[41],"potential":[43],"flood":[44,86,109,163,178],"risk":[45],"during":[46],"7/2023":[48],"Beijing\u2013Tianjin\u2013Hebei":[49],"flooding":[50,142],"event":[51],"in":[52,61,151,159],"China,":[53],"focusing":[54],"on":[55,92],"Gangnan":[57,145],"Reservoir.":[58],"High-frequency":[59],"surface":[64],"was":[66,80,89,165],"identified":[67],"using":[68,99],"Fourier":[70],"transform":[71],"denoised":[73],"with":[74],"product":[75],"quality-control":[76],"parameters.":[77],"Elevation":[78],"validated":[81],"against":[82],"ICESat-2.":[83],"A":[84],"monthly":[85],"estimation":[87],"method":[88],"developed":[90],"based":[91],"features":[94],"traditional":[96],"hydrological":[97],"models,":[98],"probability":[100],"distribution":[101],"functions":[102],"time":[104],"series":[105],"reconstruction":[106],"identify":[108],"characteristics":[110],"such":[111],"as":[112],"level,":[114,153],"volume,":[115],"peak":[117,164],"timing.":[118],"The":[119,162],"denoising":[120],"process":[121],"demonstrated":[122],"centimeter-level":[123],"for":[125,176,188],"100/250":[126],"m":[127,134],"resolution":[128],"products":[130],"(0.19":[131],"\u00b1":[132,137],"0.11":[133],"0.09":[136],"0.05":[138],"m).":[139],"During":[140],"event,":[143],"Reservoir":[146],"experienced":[147],"an":[148],"8.46-m":[149],"rise":[150],"leading":[154],"a":[156],"52.17\u2013125.49%":[157],"increase":[158],"flooded":[160],"area.":[161],"observed":[166],"within":[167],"5\u201315":[168],"January":[169],"2024.":[170],"This":[171],"research":[172],"holds":[173],"scientific":[174],"importance":[175],"regional":[177],"disaster":[179,189],"monitoring,":[180],"optimal":[181],"allocation":[182],"of":[183],"resources,":[185],"decision-making":[187],"prevention":[190],"mitigation.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
