{"id":"https://openalex.org/W7204286242","doi":null,"title":"Application of a conditional approach for multivariate extreme values to flood risk","display_name":"Application of a conditional approach for multivariate extreme values to flood risk","publication_year":2014,"publication_date":"2014-05-21","ids":{"openalex":"https://openalex.org/W7204286242"},"language":"en","primary_location":{"id":"pmh:oai:uwe-repository.worktribe.com:11103194","doi":null,"is_oa":true,"landing_page_url":"https://uwe-repository.worktribe.com/output/11103194","pdf_url":null,"source":{"id":"https://openalex.org/S4306401464","display_name":"UWE Research Repository (UWE Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I178535277","host_organization_name":"University of the West of England","host_organization_lineage":["https://openalex.org/I178535277"],"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":null,"raw_type":"Presentation / Conference Contribution"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://uwe-repository.worktribe.com/output/11103194","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021087624","display_name":"Dominic Hames","orcid":"https://orcid.org/0000-0001-9506-280X","observed_orcids":["https://orcid.org/0000-0001-9506-280X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hames, Dominic","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047974726","display_name":"David Wyncoll","orcid":"https://orcid.org/0000-0002-8809-9118","observed_orcids":["https://orcid.org/0000-0002-8809-9118"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wyncoll, David","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5103274452","display_name":"Ben P. Gouldby","orcid":"https://orcid.org/0000-0003-0415-5897","observed_orcids":["https://orcid.org/0000-0003-0415-5897"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gouldby, Ben","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84157391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"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":0.9286999702453613,"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":0.9286999702453613,"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/T11720","display_name":"Probability and Risk Models","score":0.025499999523162842,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.017400000244379044,"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/multivariate-extreme-value-analysis","display_name":"multivariate extreme value analysis","score":0.9010000228881836},{"id":"https://openalex.org/keywords/flood-risk","display_name":"flood risk","score":0.781000018119812},{"id":"https://openalex.org/keywords/extremal-dependence","display_name":"extremal dependence","score":0.8059999942779541},{"id":"https://openalex.org/keywords/partial-dependence","display_name":"partial dependence","score":0.6079999804496765},{"id":"https://openalex.org/keywords/spatial-dependence","display_name":"spatial dependence","score":0.5210000276565552},{"id":"https://openalex.org/keywords/pluvial-flooding","display_name":"pluvial flooding","score":0.7319999933242798},{"id":"https://openalex.org/keywords/river-floods","display_name":"river flooding","score":0.9269999861717224},{"id":"https://openalex.org/keywords/coastal-flooding","display_name":"coastal flooding","score":0.9179999828338623},{"id":"https://openalex.org/keywords/river-confluence","display_name":"river confluence","score":0.5170000195503235},{"id":"https://openalex.org/keywords/wave-height","display_name":"wave height","score":0.6930000185966492},{"id":"https://openalex.org/keywords/multivariate-regression","display_name":"multivariate regression","score":0.5220000147819519}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.7103000283241272},{"id":"https://openalex.org/C147581598","wikidata":"https://www.wikidata.org/wiki/Q729429","display_name":"Extreme value theory","level":2,"score":0.6908000111579895},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.6870999932289124},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5205000042915344},{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.49059998989105225},{"id":"https://openalex.org/C11693305","wikidata":"https://www.wikidata.org/wiki/Q5138350","display_name":"Coastal flood","level":4,"score":0.4839000105857849},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.47290000319480896},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.41260001063346863},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.41019999980926514},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3628999888896942},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35370001196861267},{"id":"https://openalex.org/C2777606061","wikidata":"https://www.wikidata.org/wiki/Q16991115","display_name":"Tail dependence","level":3,"score":0.3483999967575073},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.32760000228881836},{"id":"https://openalex.org/C27574286","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Variables","level":2,"score":0.3147999942302704},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.3100999891757965},{"id":"https://openalex.org/C97256817","wikidata":"https://www.wikidata.org/wiki/Q1462316","display_name":"Spurious relationship","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C169707849","wikidata":"https://www.wikidata.org/wiki/Q1617240","display_name":"Generalized extreme value distribution","level":3,"score":0.2996000051498413},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.29260000586509705},{"id":"https://openalex.org/C138695830","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial dependence","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C79772020","wikidata":"https://www.wikidata.org/wiki/Q5159264","display_name":"Conditional independence","level":2,"score":0.288100004196167},{"id":"https://openalex.org/C171878848","wikidata":"https://www.wikidata.org/wiki/Q336797","display_name":"100-year flood","level":3,"score":0.2824999988079071},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2711000144481659},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C29434407","wikidata":"https://www.wikidata.org/wiki/Q28208712","display_name":"Flood stage","level":4,"score":0.2678999900817871},{"id":"https://openalex.org/C53739315","wikidata":"https://www.wikidata.org/wiki/Q29425295","display_name":"Streamflow","level":3,"score":0.25940001010894775},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.25290000438690186},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:uwe-repository.worktribe.com:11103194","doi":null,"is_oa":true,"landing_page_url":"https://uwe-repository.worktribe.com/output/11103194","pdf_url":null,"source":{"id":"https://openalex.org/S4306401464","display_name":"UWE Research Repository (UWE Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I178535277","host_organization_name":"University of the West of England","host_organization_lineage":["https://openalex.org/I178535277"],"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":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":{"id":"pmh:oai:uwe-repository.worktribe.com:11103194","doi":null,"is_oa":true,"landing_page_url":"https://uwe-repository.worktribe.com/output/11103194","pdf_url":null,"source":{"id":"https://openalex.org/S4306401464","display_name":"UWE Research Repository (UWE Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I178535277","host_organization_name":"University of the West of England","host_organization_lineage":["https://openalex.org/I178535277"],"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":null,"raw_type":"Presentation / Conference Contribution"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4224290697","https://openalex.org/W2024688717","https://openalex.org/W1996717663","https://openalex.org/W2537154974","https://openalex.org/W2269019771","https://openalex.org/W7218496194","https://openalex.org/W2264020285","https://openalex.org/W1547407281","https://openalex.org/W175173706","https://openalex.org/W2155888750"],"abstract_inverted_index":{"Flood":[0],"risk":[1,130,258],"is":[2,67,234,242],"a":[3,25,30,40,120,204,229,250],"function":[4],"of":[5,42,88,99,119,123,128,160,163,185,215,244,253],"probability":[6],"and":[7,19,54,65,86,145,169,256],"consequence.":[8],"Flooding":[9],"events":[10,60,75],"can":[11,61],"arise":[12],"from":[13,29],"different":[14,113],"sources,":[15],"pluvial,":[16],"fluvial,":[17],"groundwater":[18],"coastal":[20],"flooding.":[21],"Sometimes":[22],"flooding":[23,37],"at":[24,137],"specific":[26],"location":[27],"arises":[28,38],"single":[31],"source":[32,47],"in":[33,158,190],"isolation.":[34],"Often":[35,80],"however,":[36,154],"as":[39],"combination":[41],"two":[43],"or":[44,91],"more":[45,220,246],"flood":[46,59,129,257],"variables":[48,82,164,189,217,255],"(eg":[49],"rainfall,":[50],"river":[51],"flows,":[52],"surges":[53],"wave":[55],"heights)":[56],"interacting.":[57],"Moreover,":[58],"be":[62],"spatially":[63],"diverse":[64],"it":[66],"necessary":[68],"to":[69,96,107,218,222,227,237,249],"model":[70],"the":[71,81,109,117,126,161,170,180,183,188,191,216],"dependence":[72,90,111,186],"between":[73,112,187],"extreme":[74,101,110,196,224],"over":[76],"large":[77],"spatial":[78,171],"areas.":[79],"are":[83,94],"partially":[84],"dependent":[85],"assumptions":[87,181],"full":[89],"complete":[92],"independence":[93],"difficult":[95],"justify.The":[97],"application":[98],"multivariate":[100,195,230],"value":[102,197],"analysis":[103],"methods,":[104],"that":[105,150,165,202,239],"seek":[106],"capture":[108],"variables,":[114],"has":[115,199],"been":[116,152,156,167,177,200],"subject":[118],"significant":[121],"amount":[122],"research":[124],"within":[125,182],"context":[127],"analysis.":[131],"Examples":[132],"include":[133],"extreme,":[134],"fluvial":[135],"flows":[136],"confluences,":[138],"estuarine":[139],"water":[140],"levels,":[141],"metrological":[142],"surges,":[143],"waves":[144],"sea":[146],"levels.":[147],"The":[148,173,211],"approaches":[149],"have":[151,155,166,175],"applied":[153],"restrictive":[157],"terms":[159],"number":[162],"considered":[168],"extents.":[172],"restrictions":[174],"often":[176],"imposed":[178],"by":[179],"modelling":[184,223],"upper":[192],"tail.":[193],"A":[194],"method":[198],"developed":[201],"uses":[203],"conditional":[205],"approach,":[206],"Heffernan":[207],"&":[208],"Tawn":[209],"(2004).":[210],"approach":[212],"involves":[213],"transformation":[214],"scales":[219],"suited":[221],"dependence,":[225],"prior":[226],"fitting":[228],"regression":[231],"model.":[232],"There":[233],"increasing":[235],"evidence":[236],"suggest":[238],"this":[240],"methodology":[241],"capable":[243],"providing":[245],"robust":[247],"results":[248],"wide":[251],"range":[252],"environmental":[254],"related":[259],"problems.":[260]},"counts_by_year":[],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2026-08-27T00:00:00"}