Article(id=1254362828392030885, tenantId=1146029695717560320, journalId=1254119036117037056, issueId=1254362823425974931, articleNumber=null, orderNo=null, doi=10.13788/j.cnki.cbgc.2026.03.20, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1745856000000, receivedDateStr=2025-04-29, revisedDate=1754150400000, revisedDateStr=2025-08-03, acceptedDate=null, acceptedDateStr=null, onlineDate=1776993003222, onlineDateStr=2026-04-24, pubDate=1774368000000, pubDateStr=2026-03-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1776993003222, onlineIssueDateStr=2026-04-24, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1776993003222, creator=13701087609, updateTime=1776993003222, updator=13701087609, issue=Issue{id=1254362823425974931, tenantId=1146029695717560320, journalId=1254119036117037056, year='2026', volume='48', issue='3', pageStart='1', pageEnd='190', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=1, specialIssue=null, createTime=1776993002036, creator=13701087609, updateTime=1776993258606, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1254363899764077151, tenantId=1146029695717560320, journalId=1254119036117037056, issueId=1254362823425974931, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1254363899764077152, tenantId=1146029695717560320, journalId=1254119036117037056, issueId=1254362823425974931, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=181, endPage=190, ext={EN=ArticleExt(id=1254362829042148010, articleId=1254362828392030885, tenantId=1146029695717560320, journalId=1254119036117037056, language=EN, title=ERA5-Based Offshore Wind Data Interpolation Method, columnId=1254362828626915663, journalTitle=Ship Engineering, columnName=Ocean Engineering, runingTitle=null, highlight=null, articleAbstract=
[Purpose] Offshore wind speed observations often suffer from data gaps, limiting the accuracy of wind resource assessment and wind farm operation.
[Method] A ratio-based interpolation method for reconstructing missing wind speed data using ERA5 reanalysis and floating LiDAR observations is proposed. Taking 100 m wind speed data from a coastal buoy as a case study, the method is evaluated across annual scale, seasonal variability, wind speed levels, and typical extreme weather events.
[Result] Results show that the method effectively captures temporal wind speed trends, with an annual average correlation coefficient of 0.839. However, it tends to underestimate wind speed magnitudes, with errors increasing notably under high wind conditions, especially during convective summer periods and typhoon events. Compared to traditional linear regression methods, the ratio method performs better in maintaining trends and controlling errors, and it demonstrates greater stability and robustness under conditions of severe wind speed fluctuations or extreme weather.
[Conclusion] Overall, the ratio method demonstrates good applicability in stable wind environments and is suitable for long-term wind resource evaluation and data reconstruction. Nevertheless, its accuracy under extreme weather remains limited, suggesting the need for integration with high-resolution simulations or multi-source data fusion approaches.
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［目的］ 海上风速观测常面临数据缺失问题，限制了风资源评估与风电运行管理的准确性。
［方法］ 基于ERA5再分析资料与近海漂浮式测风激光雷达实测数据，提出一种适用于海上风速缺测场景的比值插补方法。以某近海浮标100 m高度风速数据为例，评估该比值法在全年尺度、季节变化、风力等级及典型极端天气过程下的插补性能。
［结果］ 结果表明，该方法在风速时序趋势还原方面具有较好一致性，全年平均相关系数达0.839；但在风速幅值恢复上存在系统性低估，误差随风速增大而显著扩大，尤其在夏季强对流和台风影响期间，插补精度明显下降。与传统线性回归法相比，比值法在趋势保持与误差控制方面表现更优，且在风速剧烈波动或极端天气条件下展现出更高的稳定性与鲁棒性。
［结论］ 总体而言，比值法在风速平稳、变化规律清晰的环境中具有较好适用性，适合用于中长期风资源评估与观测数据修复；但在极端天气条件下，仍应引入更高分辨率数据或融合方法，以提升插补精度和适应性。
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本刊已许可中国学术期刊（光盘版）电子杂志社在中国知网及其系列数据库产品中以数字化方式复制、汇编、发行、信息网络传播本刊全文，本刊著作权使用费与本刊稿酬一并支付；本刊所刊登文章均无知识产权争议，不涉及泄露国家秘密、技术秘密或商业秘密。作者向本刊提交文章发表的行为即视为同意我编辑部上述声明，文责自负。, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=ZH9VNR8JOcAkZjClVfIeVw==, magXml=uwYz58Zq4sACylr1DedM+g==, pdfUrl=null, pdf=XVYPlNG1KbFfivNxJfLobA==, pdfFileSize=1497588, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=D08/2OSvIDC+D6riyBcNmQ==, mapNumber=null, authorCompany=null, fund=null, authors=
余文博（1990—），男，硕士、高级工程师。研究方向：新能源。
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