{"refrec":{"BRefID":359525,"RR":"<b>Jane, R. A.; Malagon Santos, V.; Rashid, M.M.; Doebele, L.; Wahl, T.; Timmers, S.R.; Serafin, K.A.; Schmied, L.; Lindemer, C.</b> (2022). A hybrid framework for rapidly locating transition zones: A comparison of event‐ and response‐based return water levels in the Suwannee River FL. <i>Water Resour. Res. 58(11)</i>: e2022WR032481. <a href=\"https://dx.doi.org/10.1029/2022wr032481\" target=\"_blank\">https://dx.doi.org/10.1029/2022wr032481</a>","BEntID":357240,"PublicFlag":1,"CheckedFlag":0,"wosflag":1,"vabbflag":0,"RefStringPartII":". <i>Water Resour. Res. 58(11)</i>: e2022WR032481. <a href=\"https://dx.doi.org/10.1029/2022wr032481\" target=\"_blank\">https://dx.doi.org/10.1029/2022wr032481</a>","DocTypID":8,"DocType":"Journal article","MarineFlag":0,"FreshFlag":0,"BrackishFlag":0,"TerrestrialFlag":0,"Authorstring":"Jane, R. A.; Malagon Santos, V.; Rashid, M.M.; Doebele, L.; Wahl, T.; Timmers, S.R.; Serafin, K.A.; Schmied, L.; Lindemer, C.","OrigTitleTranslFlag":0,"Authorstringtrunc":"Jane, R. A. <i>et al.</i>","Englishabstract":"Flood risk assessments commonly use event-based approaches to reduce the number of scenarios required to be run through computationally intensive physical process models. Often the return period of the response variable (e.g., a fluvial water level or overtopping discharge) generated by an event (e.g., upstream/downstream water level or set of sea state variables) does not match that of the event itself; a limitation of event-based approaches which can lead to the misspecification of flood risk. We present a transferable hybrid statistical-hydraulic modeling framework for rapidly locating transition zones; river reaches where extreme water levels are driven by both upstream riverine discharge and downstream sea level. Instead of an event-based approach the framework utilizes a surrogate model to reduce computational expense of the hydraulic model. The surrogate-based approach allows the empirical estimation of response-based along-river return levels from a large number of plausible discharge–coastal still water level events simulated from the statistical model. We assess the robustness of the event-based approach by comparing the associated return levels with the response-based return levels. The framework is applied to the Suwannee River in Florida (United States). Three surrogate models are evaluated, highlighting the enhanced ability of non-linear models to accurately capture discharge-sea level interactions along the river. The along-river return levels of the “most-likely” design event are found to lie within the range of variability of the response-based return levels for most of the transition zone.","AbstractOtherLang":null,"BibLvlCode":"AS","StandardTitle":"A hybrid framework for rapidly locating transition zones: A comparison of event‐ and response‐based return water levels in the Suwannee River FL","OrigTitleLangCode":"en","OrigTitleLangCodeExtended":"eng","OrigTitleLangID":15,"DateLastModified":{"date":"2026-06-10 01:32:46.760781","timezone_type":1,"timezone":"+02:00"},"UserAccessRight":null,"UserAccID":null,"AuthorKeywords":null,"OtherDescriptors":null,"Notes":null,"AnaPub":2022,"MonPub":null,"DateUpdate":"2022-11-28","DateCreate":"2022-11-25","SecASFANote":null,"ConfID":null,"PeerRev":1,"VlizCoreFlag":1,"WoScode":"WOS:000929791700001","VABBcode":null,"OpenAcc":1,"DOI":"10.1029/2022wr032481"},"refs":null,"anarec":{"AnaID":359525,"PubliDate":2022,"Pagination":"e2022WR032481","XtraPublOfAnaID":null,"ISBN":null,"Volume":"58","Issue":"11","BRefMon":null,"BRefMonRR":null,"BRefXtra":null,"BRefXtraRR":null,"SerBRefID":44011,"SerRR":"Water Resources Research: a Journal of the Sciences of Water. 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