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Such losses are expected to increase because of changing climate and growing coastal population density. An effective methodology to assess hurricane wind and surge hazard risks to coastal bridges under changing climate conditions is proposed. The influence of climate change scenarios on hurricane intensity and frequency is explored. A framework that couples the hurricane tracking model (consisting of genesis, track, and intensity) with a height-resolving analytical wind model and a newly developed machine learning-based surge model is used for risk assessment. The proposed methodology is applied to a coastal bridge to obtain its traffic closure rate resulting from the observed (historical) and future (projected) hurricane winds and storm surges, demonstrating the effects of changing climate on the civil infrastructure in a hurricane-prone region.<\/jats:p>","DOI":"10.1177\/0361198120917671","type":"journal-article","created":{"date-parts":[[2020,5,9]],"date-time":"2020-05-09T08:20:59Z","timestamp":1589012459000},"page":"23-32","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":48,"title":["Hurricane Wind and Storm Surge Effects on Coastal Bridges under a Changing Climate"],"prefix":"10.1177","volume":"2674","author":[{"given":"Reda","family":"Snaiki","sequence":"first","affiliation":[{"name":"Department of Civil, Structural and Environmental Engineering, University at Buffalo, State University of New York, Buffalo, NY"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Teng","family":"Wu","sequence":"additional","affiliation":[{"name":"Department of Civil, Structural and Environmental Engineering, University at Buffalo, State University of New York, Buffalo, NY"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrew S.","family":"Whittaker","sequence":"additional","affiliation":[{"name":"Department of Civil, Structural and Environmental Engineering, University at Buffalo, State University of New York, Buffalo, NY"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joseph F.","family":"Atkinson","sequence":"additional","affiliation":[{"name":"Department of Civil, Structural and Environmental Engineering, University at Buffalo, State University of New York, Buffalo, NY"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2020,5,9]]},"reference":[{"key":"bibr1-0361198120917671","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0477(2000)081<2065:LOLITU>2.3.CO;2"},{"key":"bibr2-0361198120917671","doi-asserted-by":"publisher","DOI":"10.1007\/s11069-011-9849-x"},{"key":"bibr3-0361198120917671","doi-asserted-by":"publisher","DOI":"10.1175\/BAMS-D-12-00074.1"},{"key":"bibr4-0361198120917671","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1527-6988(2008)9:1(29)"},{"key":"bibr5-0361198120917671","doi-asserted-by":"publisher","DOI":"10.1038\/nclimate1389"},{"key":"bibr6-0361198120917671","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)ST.1943-541X.0001685"},{"key":"bibr7-0361198120917671","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)NH.1527-6996.0000128"},{"key":"bibr8-0361198120917671","author":"Liu F.","year":"2014","journal-title":"Projections of Future US Design Wind Speeds Due to Climate Change for Estimating Hurricane Losses"},{"key":"bibr9-0361198120917671","doi-asserted-by":"publisher","DOI":"10.1007\/s11069-014-1185-5"},{"key":"bibr10-0361198120917671","doi-asserted-by":"publisher","DOI":"10.1016\/j.engstruct.2016.05.003"},{"key":"bibr11-0361198120917671","volume-title":"Climate Change 2013: The Physical Science Basis. 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