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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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 |
work_keys_str_mv |
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