A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk

A regional frequency analysis (RFA) of tide gauge (TG) data fit with a Generalized Pareto Distribution (GPD) is used to estimate contemporary extreme sea level (ESL) probabilities and the risk of a damaging flood along Pacific Basin coastlines. Methods to localize and spatially granulate the regiona...

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Main Authors: William V. Sweet, Ayesha S. Genz, Jayantha Obeysekera, John J. Marra
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-10-01
Series:Frontiers in Marine Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2020.581769/full
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spelling doaj-b27eed5773c34b72a390248c39a840002020-11-25T04:03:56ZengFrontiers Media S.A.Frontiers in Marine Science2296-77452020-10-01710.3389/fmars.2020.581769581769A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood RiskWilliam V. Sweet0Ayesha S. Genz1Jayantha Obeysekera2John J. Marra3National Oceanic and Atmospheric Administration, National Ocean Service, Silver Spring, MD, United StatesJoint Institute for Marine and Atmospheric Research, University of Hawai‘i at Mānoa, Honolulu, HI, United StatesSea Level Solutions Center, Florida International University, Miami, FL, United StatesNational Oceanic and Atmospheric Administration, National Centers for Environmental Information, Inouye Regional Center, Honolulu, HI, United StatesA regional frequency analysis (RFA) of tide gauge (TG) data fit with a Generalized Pareto Distribution (GPD) is used to estimate contemporary extreme sea level (ESL) probabilities and the risk of a damaging flood along Pacific Basin coastlines. Methods to localize and spatially granulate the regional ESL (sub-annual to 500-year) probabilities and their uncertainties are presented to help planners of often-remote Pacific Basin communities assess (ocean) flood risk of various threshold severities under current and future sea levels. Downscaling methods include use of local TG observations of various record lengths (e.g., 1–19+ years), and if no in situ data exist, tide range information. Low-probability RFA ESLs localized at TG locations are higher than other recent assessments and generally more precise (narrower confidence intervals). This is due to increased rare-event sampling as measured by numerous TGs regionally. For example, the 100-year ESLs (1% annual chance event) are 0.15 m and 0.25 higher (median at-site difference) than a single-TG based analysis that is closely aligned to those supporting recent Intergovernmental Panel on Climate Change (IPCC) assessments and a third-generation global tide and surge model, respectively. Height thresholds for damaging flood levels along Pacific Basin coastlines are proposed. These floods vary between about 0.6–1.2 m or more above the average highest tide and are associated with warning levels of the U.S. National Oceanic and Atmospheric Administration (NOAA). The risk of a damaging flood assessed by the RFA ESL probabilities under contemporary sea levels have about a (median) 20–25-year return interval (4–5% annual chance) for TG locations along Pacific coastlines. Considering localized sea level rise projections of the IPCC associated with a global rise of about 0.5 m by 2100 under a reduced emissions scenario, damaging floods are projected to occur annually by 2055 and >10 times/year by 2100 at the majority of TG locations.https://www.frontiersin.org/articles/10.3389/fmars.2020.581769/fullflood risktide gaugesextreme sea levelssea level riseregional frequency analysis
collection DOAJ
language English
format Article
sources DOAJ
author William V. Sweet
Ayesha S. Genz
Jayantha Obeysekera
John J. Marra
spellingShingle William V. Sweet
Ayesha S. Genz
Jayantha Obeysekera
John J. Marra
A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk
Frontiers in Marine Science
flood risk
tide gauges
extreme sea levels
sea level rise
regional frequency analysis
author_facet William V. Sweet
Ayesha S. Genz
Jayantha Obeysekera
John J. Marra
author_sort William V. Sweet
title A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk
title_short A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk
title_full A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk
title_fullStr A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk
title_full_unstemmed A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk
title_sort regional frequency analysis of tide gauges to assess pacific coast flood risk
publisher Frontiers Media S.A.
series Frontiers in Marine Science
issn 2296-7745
publishDate 2020-10-01
description A regional frequency analysis (RFA) of tide gauge (TG) data fit with a Generalized Pareto Distribution (GPD) is used to estimate contemporary extreme sea level (ESL) probabilities and the risk of a damaging flood along Pacific Basin coastlines. Methods to localize and spatially granulate the regional ESL (sub-annual to 500-year) probabilities and their uncertainties are presented to help planners of often-remote Pacific Basin communities assess (ocean) flood risk of various threshold severities under current and future sea levels. Downscaling methods include use of local TG observations of various record lengths (e.g., 1–19+ years), and if no in situ data exist, tide range information. Low-probability RFA ESLs localized at TG locations are higher than other recent assessments and generally more precise (narrower confidence intervals). This is due to increased rare-event sampling as measured by numerous TGs regionally. For example, the 100-year ESLs (1% annual chance event) are 0.15 m and 0.25 higher (median at-site difference) than a single-TG based analysis that is closely aligned to those supporting recent Intergovernmental Panel on Climate Change (IPCC) assessments and a third-generation global tide and surge model, respectively. Height thresholds for damaging flood levels along Pacific Basin coastlines are proposed. These floods vary between about 0.6–1.2 m or more above the average highest tide and are associated with warning levels of the U.S. National Oceanic and Atmospheric Administration (NOAA). The risk of a damaging flood assessed by the RFA ESL probabilities under contemporary sea levels have about a (median) 20–25-year return interval (4–5% annual chance) for TG locations along Pacific coastlines. Considering localized sea level rise projections of the IPCC associated with a global rise of about 0.5 m by 2100 under a reduced emissions scenario, damaging floods are projected to occur annually by 2055 and >10 times/year by 2100 at the majority of TG locations.
topic flood risk
tide gauges
extreme sea levels
sea level rise
regional frequency analysis
url https://www.frontiersin.org/articles/10.3389/fmars.2020.581769/full
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