{"id":"https://openalex.org/W3161421956","doi":"https://doi.org/10.3390/rs13091818","title":"A Survey of Remote Sensing and Geographic Information System Applications for Flash Floods","display_name":"A Survey of Remote Sensing and Geographic Information System Applications for Flash Floods","publication_year":2021,"publication_date":"2021-05-07","ids":{"openalex":"https://openalex.org/W3161421956","doi":"https://doi.org/10.3390/rs13091818","mag":"3161421956"},"language":"en","primary_location":{"id":"doi:10.3390/rs13091818","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091818","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1818/pdf?version=1620371762","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/2072-4292/13/9/1818/pdf?version=1620371762","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Lisha Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4391767678","display_name":"State Key Laboratory of Hydraulics and Mountain River Engineering","ror":"https://ror.org/02169wb20","country_code":null,"type":"facility","lineage":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisha Ding","raw_affiliation_strings":["College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019785137","display_name":"Lei Ma","orcid":"https://orcid.org/0000-0002-8331-7200"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN","DE"],"is_corresponding":false,"raw_author_name":"Lei Ma","raw_affiliation_strings":["School of Geography and Ocean Science, Nanjing University, Nanjing 210093, China","Signal Processing in Earth Observation, Technical University of Munich (TUM), 80333 Munich, Germany"],"affiliations":[{"raw_affiliation_string":"School of Geography and Ocean Science, Nanjing University, Nanjing 210093, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"Signal Processing in Earth Observation, Technical University of Munich (TUM), 80333 Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090536318","display_name":"Longguo Li","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4391767678","display_name":"State Key Laboratory of Hydraulics and Mountain River Engineering","ror":"https://ror.org/02169wb20","country_code":null,"type":"facility","lineage":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longguo Li","raw_affiliation_strings":["College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089768235","display_name":"Chao Liu","orcid":"https://orcid.org/0000-0001-9779-342X"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4391767678","display_name":"State Key Laboratory of Hydraulics and Mountain River Engineering","ror":"https://ror.org/02169wb20","country_code":null,"type":"facility","lineage":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Liu","raw_affiliation_strings":["College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101465771","display_name":"Naiwen Li","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4391767678","display_name":"State Key Laboratory of Hydraulics and Mountain River Engineering","ror":"https://ror.org/02169wb20","country_code":null,"type":"facility","lineage":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naiwen Li","raw_affiliation_strings":["College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031395988","display_name":"Zhengli Yang","orcid":"https://orcid.org/0000-0002-6809-0677"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4391767678","display_name":"State Key Laboratory of Hydraulics and Mountain River Engineering","ror":"https://ror.org/02169wb20","country_code":null,"type":"facility","lineage":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengli Yang","raw_affiliation_strings":["College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031695853","display_name":"Yuanzhi Yao","orcid":"https://orcid.org/0000-0003-2387-4598"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuanzhi Yao","raw_affiliation_strings":["School of forestry and wildlife sciences, Auburn University, Auburn, AL 36830, USA"],"affiliations":[{"raw_affiliation_string":"School of forestry and wildlife sciences, Auburn University, Auburn, AL 36830, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072554975","display_name":"Heng L\u00fc","orcid":"https://orcid.org/0000-0002-3649-0983"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4391767678","display_name":"State Key Laboratory of Hydraulics and Mountain River Engineering","ror":"https://ror.org/02169wb20","country_code":null,"type":"facility","lineage":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Heng Lu","raw_affiliation_strings":["College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China"],"affiliations":[{"raw_affiliation_string":"College of Hydraulic and Hydroelectric Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"State Key Laboratory of Hydraulics and Mountain River Engineering, Sichuan University, Chengdu 610065, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4391767678"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5072554975"],"corresponding_institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4391767678"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.3825,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.92441111,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"13","issue":"9","first_page":"1818","last_page":"1818"},"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":0.9983999729156494,"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/T11186","display_name":"Hydrology and Drought Analysis","score":0.9896000027656555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flash-flood","display_name":"Flash flood","score":0.9489192366600037},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.6625555753707886},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.5433725118637085},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.46777287125587463},{"id":"https://openalex.org/keywords/flash","display_name":"Flash (photography)","score":0.4525560140609741},{"id":"https://openalex.org/keywords/natural-disaster","display_name":"Natural disaster","score":0.4213069677352905},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3591165542602539},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.32080262899398804},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.14317822456359863}],"concepts":[{"id":"https://openalex.org/C120417685","wikidata":"https://www.wikidata.org/wiki/Q860333","display_name":"Flash flood","level":3,"score":0.9489192366600037},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.6625555753707886},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.5433725118637085},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.46777287125587463},{"id":"https://openalex.org/C2777526259","wikidata":"https://www.wikidata.org/wiki/Q221836","display_name":"Flash (photography)","level":2,"score":0.4525560140609741},{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.4213069677352905},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3591165542602539},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.32080262899398804},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.14317822456359863},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs13091818","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091818","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1818/pdf?version=1620371762","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:4f7e612c843f4a1d854fcd66b21b3b53","is_oa":true,"landing_page_url":"https://doaj.org/article/4f7e612c843f4a1d854fcd66b21b3b53","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 13, Iss 9, p 1818 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/9/1818/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13091818","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; Volume 13; Issue 9; Pages: 1818","raw_type":"Text"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1728905","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1728905","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs13091818","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13091818","pdf_url":"https://www.mdpi.com/2072-4292/13/9/1818/pdf?version=1620371762","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":[{"display_name":"Sustainable cities and communities","score":0.550000011920929,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G584935124","display_name":null,"funder_award_id":"2018-07","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8326774001","display_name":null,"funder_award_id":"41701499","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8955107213","display_name":null,"funder_award_id":"Major","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320308269","display_name":"Alexander von Humboldt-Stiftung","ror":"https://ror.org/012kf4317"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336596","display_name":"Key Research and Development Program of Sichuan Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3161421956.pdf","grobid_xml":"https://content.openalex.org/works/W3161421956.grobid-xml"},"referenced_works_count":108,"referenced_works":["https://openalex.org/W30915547","https://openalex.org/W144460400","https://openalex.org/W826107099","https://openalex.org/W1114923635","https://openalex.org/W1525951148","https://openalex.org/W1912692631","https://openalex.org/W1942836393","https://openalex.org/W1965976400","https://openalex.org/W1974281059","https://openalex.org/W1975116313","https://openalex.org/W1978762762","https://openalex.org/W2001344118","https://openalex.org/W2003178440","https://openalex.org/W2004700537","https://openalex.org/W2010019640","https://openalex.org/W2022580558","https://openalex.org/W2027386095","https://openalex.org/W2034771807","https://openalex.org/W2039828779","https://openalex.org/W2040086059","https://openalex.org/W2042315239","https://openalex.org/W2046700211","https://openalex.org/W2069072747","https://openalex.org/W2072708097","https://openalex.org/W2073771231","https://openalex.org/W2079749103","https://openalex.org/W2088444971","https://openalex.org/W2088539409","https://openalex.org/W2101378180","https://openalex.org/W2115684965","https://openalex.org/W2116275201","https://openalex.org/W2119803205","https://openalex.org/W2125830490","https://openalex.org/W2139541433","https://openalex.org/W2144734504","https://openalex.org/W2168071265","https://openalex.org/W2231571510","https://openalex.org/W2267115095","https://openalex.org/W2314105068","https://openalex.org/W2317728519","https://openalex.org/W2344117208","https://openalex.org/W2345860585","https://openalex.org/W2442030880","https://openalex.org/W2520978328","https://openalex.org/W2521812267","https://openalex.org/W2549184242","https://openalex.org/W2619694542","https://openalex.org/W2620402730","https://openalex.org/W2736796819","https://openalex.org/W2753913267","https://openalex.org/W2754263875","https://openalex.org/W2762757392","https://openalex.org/W2769585379","https://openalex.org/W2774720052","https://openalex.org/W2802581730","https://openalex.org/W2803866038","https://openalex.org/W2807824108","https://openalex.org/W2886852521","https://openalex.org/W2895723530","https://openalex.org/W2902364381","https://openalex.org/W2911866992","https://openalex.org/W2917016296","https://openalex.org/W2917112588","https://openalex.org/W2919367567","https://openalex.org/W2919701678","https://openalex.org/W2925546685","https://openalex.org/W2927539500","https://openalex.org/W2942533868","https://openalex.org/W2942971564","https://openalex.org/W2944681096","https://openalex.org/W2953170581","https://openalex.org/W2960710118","https://openalex.org/W2966051124","https://openalex.org/W2971814522","https://openalex.org/W2972926389","https://openalex.org/W2978496751","https://openalex.org/W2986495545","https://openalex.org/W2990338582","https://openalex.org/W2995374198","https://openalex.org/W2995635323","https://openalex.org/W2998297225","https://openalex.org/W2998866238","https://openalex.org/W3005063650","https://openalex.org/W3005769492","https://openalex.org/W3017016495","https://openalex.org/W3022568498","https://openalex.org/W3023929385","https://openalex.org/W3024076507","https://openalex.org/W3035367450","https://openalex.org/W3035904017","https://openalex.org/W3039761038","https://openalex.org/W3046859928","https://openalex.org/W3048760816","https://openalex.org/W3080371574","https://openalex.org/W3080961741","https://openalex.org/W3089288210","https://openalex.org/W3091821738","https://openalex.org/W3095018413","https://openalex.org/W3097167514","https://openalex.org/W3102652299","https://openalex.org/W3117999399","https://openalex.org/W3127673645","https://openalex.org/W3132484289","https://openalex.org/W3160528504","https://openalex.org/W6627078585","https://openalex.org/W6745118716","https://openalex.org/W6745760918","https://openalex.org/W6767834710"],"related_works":["https://openalex.org/W4243891849","https://openalex.org/W2906253252","https://openalex.org/W3044343163","https://openalex.org/W3040763774","https://openalex.org/W2148193050","https://openalex.org/W2807657982","https://openalex.org/W1600342234","https://openalex.org/W2181997527","https://openalex.org/W3171885224","https://openalex.org/W4286560687"],"abstract_inverted_index":{"Flash":[0],"floods":[1,42],"are":[2,20,64],"among":[3],"the":[4,38,47,60,73,94,131,140,147],"most":[5],"dangerous":[6],"natural":[7],"disasters.":[8],"As":[9],"climate":[10],"change":[11],"and":[12,31,66,89,99,130,146],"urbanization":[13],"advance,":[14],"an":[15],"increasing":[16],"number":[17],"of":[18,23,28,40,72,96,110,133,149],"people":[19],"at":[21],"risk":[22,128,137],"flash":[24,41,103,114,117,122,126,134],"floods.":[25],"The":[26],"application":[27,95],"remote":[29,97],"sensing":[30,98],"geographic":[32],"information":[33],"system":[34],"(GIS)":[35],"technologies":[36,101],"in":[37,59,108],"study":[39],"has":[43],"increased":[44],"significantly":[45],"over":[46],"last":[48,61],"20":[49,62],"years.":[50],"In":[51],"this":[52],"paper,":[53],"more":[54],"than":[55],"200":[56],"articles":[57],"published":[58],"years":[63],"summarized":[65],"analyzed.":[67],"First,":[68],"a":[69,78],"visualization":[70],"analysis":[71],"literature":[74,90],"is":[75,106,144,152],"performed,":[76],"including":[77],"keyword":[79,86],"co-occurrence":[80],"analysis,":[81,85,88],"time":[82],"zone":[83],"chart":[84],"burst":[87],"co-citation":[91],"analysis.":[92],"Then,":[93],"GIS":[100],"to":[102],"flood":[104,115,118,123,127,135],"disasters":[105],"analyzed":[107],"terms":[109],"aspects":[111],"such":[112],"as":[113],"forecasting,":[116],"disaster":[119,136],"impact":[120],"assessments,":[121,129],"susceptibility":[124],"analyses,":[125],"identification":[132],"areas.":[138],"Finally,":[139],"current":[141],"research":[142,151],"status":[143],"summarized,":[145],"orientation":[148],"future":[150],"also":[153],"discussed.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2021-05-24T00:00:00"}