{"id":"https://openalex.org/W4416745996","doi":"https://doi.org/10.1016/j.envsoft.2025.106799","title":"Open problems in uncertainty quantification for flood modelling: A systematic review","display_name":"Open problems in uncertainty quantification for flood modelling: A systematic review","publication_year":2025,"publication_date":"2025-11-27","ids":{"openalex":"https://openalex.org/W4416745996","doi":"https://doi.org/10.1016/j.envsoft.2025.106799"},"language":"en","primary_location":{"id":"doi:10.1016/j.envsoft.2025.106799","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2025.106799","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","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/A5120522930","display_name":"Jamiu Adekunle Idowu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134981","display_name":"Universit\u00e9 du Sahel","ror":"https://ror.org/047vq0f11","country_code":"SN","type":"education","lineage":["https://openalex.org/I4210134981"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB","SN"],"is_corresponding":true,"raw_author_name":"Jamiu Adekunle Idowu","raw_affiliation_strings":["Sahel AI, Sahel Group Inc., 8, The Green, Ste A, Dover, DE 19901, United States","University College London, Gower St, London WC1E 6BT, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Sahel AI, Sahel Group Inc., 8, The Green, Ste A, Dover, DE 19901, United States","institution_ids":["https://openalex.org/I4210134981"]},{"raw_affiliation_string":"University College London, Gower St, London WC1E 6BT, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120478551","display_name":"Ayman Alfahid","orcid":null},"institutions":[{"id":"https://openalex.org/I195631090","display_name":"Majmaah University","ror":"https://ror.org/01mcrnj60","country_code":"SA","type":"education","lineage":["https://openalex.org/I195631090"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ayman Alfahid","raw_affiliation_strings":["Maajmaah University, Al Majma'ah 15341, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Maajmaah University, Al Majma'ah 15341, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I195631090"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5120522930"],"corresponding_institution_ids":["https://openalex.org/I4210134981","https://openalex.org/I45129253"],"apc_list":{"value":3400,"currency":"USD","value_usd":3400},"apc_paid":null,"fwci":2.3974,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90126614,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"196","issue":null,"first_page":"106799","last_page":"106799"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9721999764442444,"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":0.9721999764442444,"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":0.007300000172108412,"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":0.006200000178068876,"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/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.7591000199317932},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.6873999834060669},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6725000143051147},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5839999914169312},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"Risk assessment","score":0.45210000872612},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.43290001153945923},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.39989998936653137},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"Uncertainty analysis","score":0.3995000123977661},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.3986000120639801},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.39399999380111694}],"concepts":[{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.7591000199317932},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.6873999834060669},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6725000143051147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5884000062942505},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5839999914169312},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5618000030517578},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.45210000872612},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.43290001153945923},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.39989998936653137},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.3995000123977661},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.3986000120639801},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.39399999380111694},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3919999897480011},{"id":"https://openalex.org/C2778865114","wikidata":"https://www.wikidata.org/wiki/Q7882489","display_name":"Uncertain data","level":2,"score":0.3668999969959259},{"id":"https://openalex.org/C2778061687","wikidata":"https://www.wikidata.org/wiki/Q5460077","display_name":"Flood risk assessment","level":3,"score":0.3310000002384186},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.329800009727478},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32829999923706055},{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.31189998984336853},{"id":"https://openalex.org/C2777317252","wikidata":"https://www.wikidata.org/wiki/Q18393516","display_name":"Rare events","level":2,"score":0.30630001425743103},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.3027999997138977},{"id":"https://openalex.org/C2779833838","wikidata":"https://www.wikidata.org/wiki/Q1033074","display_name":"Dam failure","level":3,"score":0.29280000925064087},{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.2856999933719635},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C94361409","wikidata":"https://www.wikidata.org/wiki/Q7882500","display_name":"Uncertainty reduction theory","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C73722673","wikidata":"https://www.wikidata.org/wiki/Q1082833","display_name":"Probabilistic risk assessment","level":3,"score":0.2784000039100647},{"id":"https://openalex.org/C123614077","wikidata":"https://www.wikidata.org/wiki/Q1364905","display_name":"Propagation of uncertainty","level":2,"score":0.2782999873161316},{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C126197015","wikidata":"https://www.wikidata.org/wiki/Q1586683","display_name":"Hydrological modelling","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.envsoft.2025.106799","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.envsoft.2025.106799","pdf_url":null,"source":{"id":"https://openalex.org/S113611870","display_name":"Environmental Modelling & Software","issn_l":"1364-8152","issn":["1364-8152","1873-6726"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Environmental Modelling &amp; Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1828216822","https://openalex.org/W1979993333","https://openalex.org/W1982590625","https://openalex.org/W1982720069","https://openalex.org/W2021487999","https://openalex.org/W2056549352","https://openalex.org/W2059881870","https://openalex.org/W2071356335","https://openalex.org/W2098430501","https://openalex.org/W2144968266","https://openalex.org/W2164452805","https://openalex.org/W2333618435","https://openalex.org/W2479216701","https://openalex.org/W2534280074","https://openalex.org/W2759611980","https://openalex.org/W2770787927","https://openalex.org/W2795100903","https://openalex.org/W2885080709","https://openalex.org/W2901547018","https://openalex.org/W2937428839","https://openalex.org/W2947218679","https://openalex.org/W2960800434","https://openalex.org/W2968945863","https://openalex.org/W2971857178","https://openalex.org/W3005894856","https://openalex.org/W3008172172","https://openalex.org/W3010829258","https://openalex.org/W3032082602","https://openalex.org/W3038268756","https://openalex.org/W3046496546","https://openalex.org/W3084391279","https://openalex.org/W3088152775","https://openalex.org/W3089288210","https://openalex.org/W3092026988","https://openalex.org/W3097690705","https://openalex.org/W3109314392","https://openalex.org/W3116488333","https://openalex.org/W3136324911","https://openalex.org/W3199189956","https://openalex.org/W3203932836","https://openalex.org/W3210968506","https://openalex.org/W4220791938","https://openalex.org/W4283658303","https://openalex.org/W4295749486","https://openalex.org/W4297015017","https://openalex.org/W4309750791","https://openalex.org/W4313443290","https://openalex.org/W4367298578","https://openalex.org/W4385606912","https://openalex.org/W4388776185","https://openalex.org/W4388914093","https://openalex.org/W4389847619","https://openalex.org/W4391445237","https://openalex.org/W4392197295","https://openalex.org/W4393203148","https://openalex.org/W4396569918","https://openalex.org/W4396666863","https://openalex.org/W4397021973","https://openalex.org/W4399072257","https://openalex.org/W4399397490","https://openalex.org/W4399679558","https://openalex.org/W4413227809","https://openalex.org/W4415218919"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-11-28T00:00:00"}
