{"title":"High-resolution wave climate analysis in complex tropical straits using triple-nested unstructured WW3 modeling","authors":"Xingkun Xu , Kaushik Sasmal , Pavel Tkalich","doi":"10.1016/j.apor.2026.104978","DOIUrl":null,"url":null,"abstract":"<div><div>We investigate the seasonal, interannual, and long-term behaviour of waves in and around the Malacca–Singapore Strait using a nested, high-resolution WAVEWATCH III hindcast forced by 8-km downscaled ERA5 through SINGV-RCM for 1981–2014, rigorously validated against multi-mission altimetry. The regional climatology features a persistent offshore–inshore gradient shaped by fetch alignment and bathymetry, with the most energetic conditions in boreal winter. Interannually, significant wave height anomalies are positively linked to ENSO and organize into a winter dipole that enhances waves in the straits while weakening or reversing the response east of Singapore; this structure is captured by a dominant, in-phase leading EOF (explaining the vast majority of interannual variance) and a secondary cross-shore mode governed by directional winds and island/topographic sheltering. Long-term tendencies indicate a modest rise in mean wave conditions from spring to autumn alongside a wintertime weakening of extremes over the eastern shelf, indicating a redistribution of risk from rare peaks toward more frequent moderate states. Generalized extreme-value analysis provides a coherent exposure gradient in present-climate design levels, with 100-year significant wave heights reaching <span><math><mrow><mo>∼</mo><mn>6</mn></mrow></math></span> m on the outer shelf and substantially lower values in the straits (<span><math><mrow><mo>∼</mo><mn>3</mn></mrow></math></span> m) and harbours (<span><math><mrow><mo>∼</mo><mn>1</mn></mrow></math></span> m). Thus, these mechanism-consistent diagnostics provide exposure-aware guidance for navigation, port operations, and coastal design in the Singapore region.</div></div>","PeriodicalId":8261,"journal":{"name":"Applied Ocean Research","volume":"168 ","pages":"Article 104978"},"PeriodicalIF":4.4000,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Ocean Research","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0141118726000611","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/14 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ENGINEERING, OCEAN","Score":null,"Total":0}
引用次数: 0
Abstract
We investigate the seasonal, interannual, and long-term behaviour of waves in and around the Malacca–Singapore Strait using a nested, high-resolution WAVEWATCH III hindcast forced by 8-km downscaled ERA5 through SINGV-RCM for 1981–2014, rigorously validated against multi-mission altimetry. The regional climatology features a persistent offshore–inshore gradient shaped by fetch alignment and bathymetry, with the most energetic conditions in boreal winter. Interannually, significant wave height anomalies are positively linked to ENSO and organize into a winter dipole that enhances waves in the straits while weakening or reversing the response east of Singapore; this structure is captured by a dominant, in-phase leading EOF (explaining the vast majority of interannual variance) and a secondary cross-shore mode governed by directional winds and island/topographic sheltering. Long-term tendencies indicate a modest rise in mean wave conditions from spring to autumn alongside a wintertime weakening of extremes over the eastern shelf, indicating a redistribution of risk from rare peaks toward more frequent moderate states. Generalized extreme-value analysis provides a coherent exposure gradient in present-climate design levels, with 100-year significant wave heights reaching m on the outer shelf and substantially lower values in the straits ( m) and harbours ( m). Thus, these mechanism-consistent diagnostics provide exposure-aware guidance for navigation, port operations, and coastal design in the Singapore region.
期刊介绍:
The aim of Applied Ocean Research is to encourage the submission of papers that advance the state of knowledge in a range of topics relevant to ocean engineering.