Loading…
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...
Saved in:
Published in: | Frontiers in Marine Science 2020-10, Vol.7 |
---|---|
Main Authors: | , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c382t-5fd67048bc537e97a642db5acc0898f18ecd719dfadaacc398aca8c475bb18663 |
---|---|
cites | cdi_FETCH-LOGICAL-c382t-5fd67048bc537e97a642db5acc0898f18ecd719dfadaacc398aca8c475bb18663 |
container_end_page | |
container_issue | |
container_start_page | |
container_title | Frontiers in Marine Science |
container_volume | 7 |
creator | Sweet, William V. Genz, Ayesha S. Obeysekera, Jayantha Marra, John J. |
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-yr) 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-yr 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 to 25-yr 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. |
doi_str_mv | 10.3389/fmars.2020.581769 |
format | article |
fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_b27eed5773c34b72a390248c39a84000</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_b27eed5773c34b72a390248c39a84000</doaj_id><sourcerecordid>2453829811</sourcerecordid><originalsourceid>FETCH-LOGICAL-c382t-5fd67048bc537e97a642db5acc0898f18ecd719dfadaacc398aca8c475bb18663</originalsourceid><addsrcrecordid>eNpNkU9LAzEQxRdRUKofwFvAc2v-bpJjKbYWhErRc5hNsiW1Gs1sD_32plbE08w8hjfD7zXNLaMTIYy979-h4IRTTifKMN3as-aKc9uOtZbq_F9_2dwgbimlTEiqpL1qVlOyjpuUP2BH5iV-7eOHP5BpHQ-YkOSevKQQyQL2m4hkyGSKGBHJM_jUJ09mGXAg813OgawTvl03Fz3sMN781lHzOn94mT2On1aL5Wz6NPbC8GGs-tBqKk3nldDRamglD50C76mxpmcm-qCZDT0EqKKwBjwYL7XqOmbaVoya5ck3ZNi6z5IqgoPLkNyPkMvGQRmS30XXcR1jUFoLL2SnOQhLuTTVFIysLKrX3cnrs-QKAAe3zftSEaDjUtV_rWGsbrHTli8ZscT-7yqj7hiD-4nBHWNwpxjEN1QSemY</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2453829811</pqid></control><display><type>article</type><title>A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk</title><source>Publicly Available Content Database</source><creator>Sweet, William V. ; Genz, Ayesha S. ; Obeysekera, Jayantha ; Marra, John J.</creator><creatorcontrib>Sweet, William V. ; Genz, Ayesha S. ; Obeysekera, Jayantha ; Marra, John J.</creatorcontrib><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-yr) 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-yr 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 to 25-yr 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.</description><identifier>ISSN: 2296-7745</identifier><identifier>EISSN: 2296-7745</identifier><identifier>DOI: 10.3389/fmars.2020.581769</identifier><language>eng</language><publisher>Lausanne: Frontiers Research Foundation</publisher><subject>Annual ; Climate change ; Coasts ; Cyclones ; Decision making ; Environmental assessment ; Environmental risk ; extreme sea levels ; flood risk ; Floods ; Frequency analysis ; Gauges ; Hydrologic data ; Intergovernmental Panel on Climate Change ; Locations (working) ; Methods ; Probability ; Probability theory ; Rain ; regional frequency analysis ; Risk assessment ; Sea level ; Sea level changes ; sea level rise ; Tidal waves ; Tide gauges ; Tides</subject><ispartof>Frontiers in Marine Science, 2020-10, Vol.7</ispartof><rights>2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c382t-5fd67048bc537e97a642db5acc0898f18ecd719dfadaacc398aca8c475bb18663</citedby><cites>FETCH-LOGICAL-c382t-5fd67048bc537e97a642db5acc0898f18ecd719dfadaacc398aca8c475bb18663</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2453829811/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2453829811?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25753,27924,27925,37012,44590,75126</link.rule.ids></links><search><creatorcontrib>Sweet, William V.</creatorcontrib><creatorcontrib>Genz, Ayesha S.</creatorcontrib><creatorcontrib>Obeysekera, Jayantha</creatorcontrib><creatorcontrib>Marra, John J.</creatorcontrib><title>A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk</title><title>Frontiers in Marine Science</title><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-yr) 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-yr 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 to 25-yr 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.</description><subject>Annual</subject><subject>Climate change</subject><subject>Coasts</subject><subject>Cyclones</subject><subject>Decision making</subject><subject>Environmental assessment</subject><subject>Environmental risk</subject><subject>extreme sea levels</subject><subject>flood risk</subject><subject>Floods</subject><subject>Frequency analysis</subject><subject>Gauges</subject><subject>Hydrologic data</subject><subject>Intergovernmental Panel on Climate Change</subject><subject>Locations (working)</subject><subject>Methods</subject><subject>Probability</subject><subject>Probability theory</subject><subject>Rain</subject><subject>regional frequency analysis</subject><subject>Risk assessment</subject><subject>Sea level</subject><subject>Sea level changes</subject><subject>sea level rise</subject><subject>Tidal waves</subject><subject>Tide gauges</subject><subject>Tides</subject><issn>2296-7745</issn><issn>2296-7745</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpNkU9LAzEQxRdRUKofwFvAc2v-bpJjKbYWhErRc5hNsiW1Gs1sD_32plbE08w8hjfD7zXNLaMTIYy979-h4IRTTifKMN3as-aKc9uOtZbq_F9_2dwgbimlTEiqpL1qVlOyjpuUP2BH5iV-7eOHP5BpHQ-YkOSevKQQyQL2m4hkyGSKGBHJM_jUJ09mGXAg813OgawTvl03Fz3sMN781lHzOn94mT2On1aL5Wz6NPbC8GGs-tBqKk3nldDRamglD50C76mxpmcm-qCZDT0EqKKwBjwYL7XqOmbaVoya5ck3ZNi6z5IqgoPLkNyPkMvGQRmS30XXcR1jUFoLL2SnOQhLuTTVFIysLKrX3cnrs-QKAAe3zftSEaDjUtV_rWGsbrHTli8ZscT-7yqj7hiD-4nBHWNwpxjEN1QSemY</recordid><startdate>20201023</startdate><enddate>20201023</enddate><creator>Sweet, William V.</creator><creator>Genz, Ayesha S.</creator><creator>Obeysekera, Jayantha</creator><creator>Marra, John J.</creator><general>Frontiers Research Foundation</general><general>Frontiers Media S.A</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7TN</scope><scope>7XB</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>F1W</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M2P</scope><scope>M7P</scope><scope>PCBAR</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>DOA</scope></search><sort><creationdate>20201023</creationdate><title>A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk</title><author>Sweet, William V. ; Genz, Ayesha S. ; Obeysekera, Jayantha ; Marra, John J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c382t-5fd67048bc537e97a642db5acc0898f18ecd719dfadaacc398aca8c475bb18663</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Annual</topic><topic>Climate change</topic><topic>Coasts</topic><topic>Cyclones</topic><topic>Decision making</topic><topic>Environmental assessment</topic><topic>Environmental risk</topic><topic>extreme sea levels</topic><topic>flood risk</topic><topic>Floods</topic><topic>Frequency analysis</topic><topic>Gauges</topic><topic>Hydrologic data</topic><topic>Intergovernmental Panel on Climate Change</topic><topic>Locations (working)</topic><topic>Methods</topic><topic>Probability</topic><topic>Probability theory</topic><topic>Rain</topic><topic>regional frequency analysis</topic><topic>Risk assessment</topic><topic>Sea level</topic><topic>Sea level changes</topic><topic>sea level rise</topic><topic>Tidal waves</topic><topic>Tide gauges</topic><topic>Tides</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sweet, William V.</creatorcontrib><creatorcontrib>Genz, Ayesha S.</creatorcontrib><creatorcontrib>Obeysekera, Jayantha</creatorcontrib><creatorcontrib>Marra, John J.</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Oceanic Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Biological Sciences</collection><collection>Science Database (ProQuest)</collection><collection>Biological Science Database</collection><collection>Earth, Atmospheric & Aquatic Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>Directory of Open Access Journals</collection><jtitle>Frontiers in Marine Science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sweet, William V.</au><au>Genz, Ayesha S.</au><au>Obeysekera, Jayantha</au><au>Marra, John J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk</atitle><jtitle>Frontiers in Marine Science</jtitle><date>2020-10-23</date><risdate>2020</risdate><volume>7</volume><issn>2296-7745</issn><eissn>2296-7745</eissn><abstract>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-yr) 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-yr 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 to 25-yr 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.</abstract><cop>Lausanne</cop><pub>Frontiers Research Foundation</pub><doi>10.3389/fmars.2020.581769</doi><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2296-7745 |
ispartof | Frontiers in Marine Science, 2020-10, Vol.7 |
issn | 2296-7745 2296-7745 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_b27eed5773c34b72a390248c39a84000 |
source | Publicly Available Content Database |
subjects | Annual Climate change Coasts Cyclones Decision making Environmental assessment Environmental risk extreme sea levels flood risk Floods Frequency analysis Gauges Hydrologic data Intergovernmental Panel on Climate Change Locations (working) Methods Probability Probability theory Rain regional frequency analysis Risk assessment Sea level Sea level changes sea level rise Tidal waves Tide gauges Tides |
title | A Regional Frequency Analysis of Tide Gauges to Assess Pacific Coast Flood Risk |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-23T08%3A55%3A31IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20Regional%20Frequency%20Analysis%20of%20Tide%20Gauges%20to%20Assess%20Pacific%20Coast%20Flood%20Risk&rft.jtitle=Frontiers%20in%20Marine%20Science&rft.au=Sweet,%20William%20V.&rft.date=2020-10-23&rft.volume=7&rft.issn=2296-7745&rft.eissn=2296-7745&rft_id=info:doi/10.3389/fmars.2020.581769&rft_dat=%3Cproquest_doaj_%3E2453829811%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c382t-5fd67048bc537e97a642db5acc0898f18ecd719dfadaacc398aca8c475bb18663%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2453829811&rft_id=info:pmid/&rfr_iscdi=true |