{"id":"https://openalex.org/W2948264248","doi":"https://doi.org/10.1029/2018wr023679","title":"A Cellular Automata Fast Flood Evaluation (CA\u2010ff\u00e9) Model","display_name":"A Cellular Automata Fast Flood Evaluation (CA\u2010ff\u00e9) Model","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2948264248","doi":"https://doi.org/10.1029/2018wr023679","mag":"2948264248"},"language":"en","primary_location":{"id":"doi:10.1029/2018wr023679","doi":"https://doi.org/10.1029/2018wr023679","is_oa":true,"landing_page_url":"https://doi.org/10.1029/2018wr023679","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2018WR023679","source":{"id":"https://openalex.org/S204847658","display_name":"Water Resources Research","issn_l":"0043-1397","issn":["0043-1397","1944-7973"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","doaj","dongbi-a","jufo-3","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Water Resources Research","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2018WR023679","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040557342","display_name":"Behzad Jamali","orcid":"https://orcid.org/0000-0002-1135-5996","observed_orcids":["https://orcid.org/0000-0002-1135-5996"]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Behzad Jamali","raw_affiliation_strings":["Monash Infrastructure Research Institute, Department of Civil Engineering, Monash University, Clayton, Victoria, Australia","Water Research Centre, School of Civil and Environmental Engineering, University of New South Wales, Sydney, New South Wales, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1135-5996","affiliations":[{"raw_affiliation_string":"Monash Infrastructure Research Institute, Department of Civil Engineering, Monash University, Clayton, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Water Research Centre, School of Civil and Environmental Engineering, University of New South Wales, Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053892971","display_name":"Peter M. Bach","orcid":"https://orcid.org/0000-0001-5799-6185","observed_orcids":["https://orcid.org/0000-0001-5799-6185"]},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4405253839","display_name":"Institute of Environmental Engineering","ror":"https://ror.org/014vhw898","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088","https://openalex.org/I4405253839"]},{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]},{"id":"https://openalex.org/I63664421","display_name":"Swiss Federal Institute of Aquatic Science and Technology","ror":"https://ror.org/00pc48d59","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I63664421"]}],"countries":["AU","CH"],"is_corresponding":false,"raw_author_name":"Peter M. Bach","raw_affiliation_strings":["Institute of Environmental Engineering ETH Z\u00fcrich  Z\u00fcrich Switzerland","Monash Infrastructure Research Institute, Department of Civil Engineering, Monash University, Clayton, Victoria, Australia","Swiss Federal Institute of Aquatic Science and Technology (Eawag)  D\u00fcbendorf Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-5799-6185","affiliations":[{"raw_affiliation_string":"Institute of Environmental Engineering ETH Z\u00fcrich  Z\u00fcrich Switzerland","institution_ids":["https://openalex.org/I35440088","https://openalex.org/I4405253839"]},{"raw_affiliation_string":"Monash Infrastructure Research Institute, Department of Civil Engineering, Monash University, Clayton, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]},{"raw_affiliation_string":"Swiss Federal Institute of Aquatic Science and Technology (Eawag)  D\u00fcbendorf Switzerland","institution_ids":["https://openalex.org/I63664421"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046235327","display_name":"Luke Cunningham","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210108960","display_name":"Water Technology (Australia)","ror":"https://ror.org/012rtfc41","country_code":"AU","type":"company","lineage":["https://openalex.org/I4210108960"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Luke Cunningham","raw_affiliation_strings":["Water Technology Pty Ltd, Notting Hill, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Water Technology Pty Ltd, Notting Hill, Victoria, Australia","institution_ids":["https://openalex.org/I4210108960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006292900","display_name":"Ana Deleti\u0107","orcid":"https://orcid.org/0000-0002-3535-7451","observed_orcids":["https://orcid.org/0000-0002-3535-7451"]},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ana Deletic","raw_affiliation_strings":["Water Research Centre, School of Civil and Environmental Engineering, University of New South Wales, Sydney, New South Wales, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3535-7451","affiliations":[{"raw_affiliation_string":"Water Research Centre, School of Civil and Environmental Engineering, University of New South Wales, Sydney, New South Wales, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5040557342"],"corresponding_institution_ids":["https://openalex.org/I31746571","https://openalex.org/I56590836"],"apc_list":{"value":2500,"currency":"USD","value_usd":2500},"apc_paid":null,"fwci":5.2227,"has_fulltext":true,"cited_by_count":123,"citation_normalized_percentile":{"value":0.96194009,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"55","issue":"6","first_page":"4936","last_page":"4953"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9980000257492065,"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":0.9980000257492065,"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/T11119","display_name":"Urban Stormwater Management Solutions","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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":0.00039999998989515007,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cellular-automata","display_name":"cellular automata","score":0.8870000243186951},{"id":"https://openalex.org/keywords/urban-flooding","display_name":"urban flooding","score":0.7260000109672546},{"id":"https://openalex.org/keywords/flood-depth","display_name":"inundation depth","score":0.7940000295639038},{"id":"https://openalex.org/keywords/topographic-depressions","display_name":"topographic depressions","score":0.7820000052452087},{"id":"https://openalex.org/keywords/water-balance","display_name":"water balance","score":0.5389999747276306},{"id":"https://openalex.org/keywords/hec-ras","display_name":"HEC-RAS","score":0.7580000162124634}],"concepts":[{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.8611282706260681},{"id":"https://openalex.org/C35527583","wikidata":"https://www.wikidata.org/wiki/Q189156","display_name":"Cellular automaton","level":2,"score":0.6665743589401245},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.6104992628097534},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5380626916885376},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.43658944964408875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35374099016189575},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.30437272787094116},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2831172049045563},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2154930830001831},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09046611189842224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1029/2018wr023679","doi":"https://doi.org/10.1029/2018wr023679","is_oa":true,"landing_page_url":"https://doi.org/10.1029/2018wr023679","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2018WR023679","source":{"id":"https://openalex.org/S204847658","display_name":"Water Resources Research","issn_l":"0043-1397","issn":["0043-1397","1944-7973"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","doaj","dongbi-a","jufo-3","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Water Resources Research","raw_type":"journal-article"},{"id":"pmh:oai:dora:eawag_19687","doi":null,"is_oa":true,"landing_page_url":"https://www.dora.lib4ri.ch/eawag/item/eawag:19687","pdf_url":"https://www.dora.lib4ri.ch/eawag/dload/eawag:19687/PDF/view","source":{"id":"https://openalex.org/S4306400127","display_name":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63664421","host_organization_name":"Swiss Federal Institute of Aquatic Science and Technology","host_organization_lineage":["https://openalex.org/I63664421"],"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":"Water Resources Research","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:bb2cf31cc3404586bf969edb6fdd9455","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/bb2cf31cc3404586bf969edb6fdd9455","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Water Resources Research, Vol 55, Iss 6, Pp 4936-4953 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1029/2018wr023679","doi":"https://doi.org/10.1029/2018wr023679","is_oa":true,"landing_page_url":"https://doi.org/10.1029/2018wr023679","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2018WR023679","source":{"id":"https://openalex.org/S204847658","display_name":"Water Resources Research","issn_l":"0043-1397","issn":["0043-1397","1944-7973"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","doaj","dongbi-a","jufo-3","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Water Resources Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.53329998254776,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"},{"score":0.5142999887466431,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320320971","display_name":"Monash University","ror":"https://ror.org/02bfwt286"},{"id":"https://openalex.org/F4320322416","display_name":"Melbourne Water","ror":"https://ror.org/01r7sqp31"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948264248.pdf","grobid_xml":"https://content.openalex.org/works/W2948264248.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W9372687","https://openalex.org/W1499928086","https://openalex.org/W1834428744","https://openalex.org/W1891924954","https://openalex.org/W1971520515","https://openalex.org/W2019268968","https://openalex.org/W2055668893","https://openalex.org/W2062076480","https://openalex.org/W2101044141","https://openalex.org/W2111456289","https://openalex.org/W2130089609","https://openalex.org/W2152353494","https://openalex.org/W2341415199","https://openalex.org/W2417577575","https://openalex.org/W2491660085","https://openalex.org/W2564513387","https://openalex.org/W2593388048","https://openalex.org/W2612221315","https://openalex.org/W2633847447","https://openalex.org/W2740993754","https://openalex.org/W2886751985","https://openalex.org/W4243550613"],"related_works":["https://openalex.org/W3158249926","https://openalex.org/W1997916603","https://openalex.org/W4391337068","https://openalex.org/W2491660085","https://openalex.org/W4367043690","https://openalex.org/W2989237859","https://openalex.org/W2158618019","https://openalex.org/W4296251289","https://openalex.org/W4230976695","https://openalex.org/W2973612400"],"abstract_inverted_index":{"Abstract":[0],"The":[1,127,147,206],"simulation":[2,145,175],"speed":[3],"of":[4,20,83,97,104,138,149,194,254,272],"two\u2010dimensional":[5],"hydrodynamic":[6,167,278],"flood":[7,28,33,43,69,98,117,159,168,265,296],"models":[8,169],"is":[9,22,38,106,245,280],"a":[10,17,39,75,114,192,197,201,270,281],"limiting":[11],"factor":[12],"when":[13,36],"catchments":[14],"are":[15],"large,":[16],"considerable":[18],"number":[19],"simulations":[21],"required":[23],"(e.g.,":[24],"exploratory":[25,285],"modeling,":[26],"Monte\u2010Carlo":[27],"simulations,":[29],"or":[30,35,240],"predicting":[31],"probabilistic":[32],"maps),":[34],"there":[37],"need":[40],"for":[41,200,287],"real\u2010time":[42,295],"emergency":[44],"management.":[45,297],"Rapid":[46],"Flood":[47],"Models":[48],"(RFMs)":[49],"that":[50],"rely":[51],"only":[52],"on":[53,121],"topographic":[54],"depressions":[55,84],"and":[56,85,88,135,140,171,225,256,267,294],"the":[57,79,89,122,133,227,251,273],"water":[58,99,288],"balance":[59],"equation":[60],"have":[61],"been":[62],"successfully":[63],"implemented":[64],"to":[65,74,154,164,196,233,249,262,276],"predict":[66],"maximum":[67,185],"urban":[68,181],"inundation":[70,118,186,235],"depths":[71,236,268],"within":[72],"seconds":[73,195],"few":[76,198],"minutes.":[77],"However,":[78,217],"preprocessing":[80,134],"step":[81,91],"(identification":[82],"their":[86],"attributes)":[87],"postprocessing":[90,136],"(marking":[92],"up":[93],"possible":[94],"flow":[95,257],"paths":[96],"in":[100,173,178,191,212,218,269],"between":[101],"flooded":[102],"depressions)":[103],"RFMs":[105,139],"time":[107,274],"consuming.":[108],"In":[109],"this":[110],"study,":[111],"we":[112],"developed":[113],"new":[115,128,151],"fast":[116,158],"model":[119,129,208,228],"based":[120],"cellular":[123],"automata":[124],"(CA)":[125],"approach.":[126],"does":[130],"not":[131,231],"require":[132],"steps":[137],"therefore":[141],"can":[142],"provide":[143,263],"more":[144],"speed.":[146],"performance":[148],"our":[150],"model,":[152],"referred":[153],"as":[155],"Cellular":[156],"Automata":[157],"evaluation":[160],"(CA\u2010ff\u00e9),":[161],"was":[162,230],"compared":[163,275],"two":[165],"well\u2010known":[166],"(HEC\u2010RAS":[170],"TUFLOW)":[172],"20":[174],"experiments":[176],"conducted":[177],"five":[179],"different":[180],"subcatchments.":[182],"CA\u2010ff\u00e9":[183,207],"predicted":[184],"depth":[187],"with":[188,214],"reasonable":[189],"accuracy":[190],"matter":[193],"minutes":[199],"single":[202],"rainfall":[203],"event":[204],"simulation.":[205],"performed":[209],"exceptionally":[210],"well":[211],"areas":[213,219],"low\u2010lying":[215],"depressions.":[216],"where":[220],"floodwaters":[221],"had":[222],"higher":[223],"momentum":[224],"velocity,":[226],"usually":[229],"able":[232],"estimate":[234],"calculated":[237],"by":[238],"HEC\u2010RAS":[239],"TUFLOW.":[241],"CA\u2010ff\u00e9's":[242],"key":[243],"drawback":[244],"also":[246],"its":[247,260,277],"inability":[248],"represent":[250],"temporal":[252],"evolution":[253],"flooding":[255],"velocities.":[258],"Nevertheless,":[259],"ability":[261],"spatial":[264],"extents":[266],"fraction":[271],"counterparts":[279],"significant":[282],"advancement":[283],"toward":[284],"approaches":[286],"systems":[289],"planning,":[290],"model\u2010based":[291],"predictive":[292],"control,":[293]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":17},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-06-14T00:00:00"}