{"title":"Gradual strengthening of global oceanic surface winds: Correlations with sea surface temperature and implications for wind power extraction.","authors":"Wei-Bo Chen","doi":"10.1016/j.heliyon.2025.e42788","DOIUrl":null,"url":null,"abstract":"<p><p>Understanding the long-term variabilities and trends of global oceanic surface wind speed is critical for extracting wind power. Therefore, 84 years (from 1940 to 2023) of global 10-m wind speed data derived from the fifth-generation ECMWF reanalysis, ERA5 (European Centre for Medium-Range Weather Forecasts Reanalysis v5), were utilised to analyse the long-term trends in the global 10-m wind speed. The results revealed that the wind speeds at the oceanic surface are much greater than those at the terrestrial surface, causing marine areas to be more suitable for extracting wind power. The global average 10-m oceanic wind (OW) speed increased by 0.074 % annually, while 0.065 % and 0.082 % were found for the Northern Hemisphere (NH) and Southern Hemisphere (SH), respectively. The region with the most critical trend of increasing 10-m OW speed is in the SH at S60°, with an average annual increase of approximately 0.02 ms<sup>-1</sup> during the winter (December, January, February, DJF). The global 84-year average sum of the wind power density (WPD) at a height of 100 m could reach 110.66 MWm<sup>-1</sup>, in which the ocean basin within S40°-S60° accounts for 35.55 %. The SST and 10-m OW speed exhibit a causal relationship and positive correlation; however, this phenomenon can be observed only on a global spatial scale and a yearly temporal scale. The cross-correlations and Granger causality test between the sea surface temperature (SST) and 10-m OW speed indicated that the former can be used to predict the latter on a global scale. Analysing data from 1940 to 2023 showed that a 1 °C increase in the global annual average SST can enhance the global annual average 10-m OW speed by approximately 0.63 ms<sup>-1</sup>.</p>","PeriodicalId":12894,"journal":{"name":"Heliyon","volume":"11 4","pages":"e42788"},"PeriodicalIF":3.6000,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11889582/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Heliyon","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.1016/j.heliyon.2025.e42788","RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/2/28 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Understanding the long-term variabilities and trends of global oceanic surface wind speed is critical for extracting wind power. Therefore, 84 years (from 1940 to 2023) of global 10-m wind speed data derived from the fifth-generation ECMWF reanalysis, ERA5 (European Centre for Medium-Range Weather Forecasts Reanalysis v5), were utilised to analyse the long-term trends in the global 10-m wind speed. The results revealed that the wind speeds at the oceanic surface are much greater than those at the terrestrial surface, causing marine areas to be more suitable for extracting wind power. The global average 10-m oceanic wind (OW) speed increased by 0.074 % annually, while 0.065 % and 0.082 % were found for the Northern Hemisphere (NH) and Southern Hemisphere (SH), respectively. The region with the most critical trend of increasing 10-m OW speed is in the SH at S60°, with an average annual increase of approximately 0.02 ms-1 during the winter (December, January, February, DJF). The global 84-year average sum of the wind power density (WPD) at a height of 100 m could reach 110.66 MWm-1, in which the ocean basin within S40°-S60° accounts for 35.55 %. The SST and 10-m OW speed exhibit a causal relationship and positive correlation; however, this phenomenon can be observed only on a global spatial scale and a yearly temporal scale. The cross-correlations and Granger causality test between the sea surface temperature (SST) and 10-m OW speed indicated that the former can be used to predict the latter on a global scale. Analysing data from 1940 to 2023 showed that a 1 °C increase in the global annual average SST can enhance the global annual average 10-m OW speed by approximately 0.63 ms-1.
了解全球海洋表面风速的长期变化和趋势对风能的提取至关重要。因此,84年(从1940年到2023年)的全球10米风速数据来自第五代ECMWF再分析,ERA5(欧洲中期天气预报再分析中心v5),被用来分析全球10米风速的长期趋势。结果表明,海洋表面的风速远大于陆地表面的风速,使得海洋区域更适合提取风力。全球平均10 m洋风(OW)风速年增幅为0.074%,北半球(NH)和南半球(SH)分别为0.065%和0.082%。冬季(12月、1月、2月、DJF)低纬速度增加10 m趋势最关键的区域在S60°的SH,年平均增加约0.02 ms-1。全球100 m高度84年平均风力密度(WPD)总和可达110.66 MWm-1,其中S40°-S60°海盆占35.55%。海温与10 m OW速度呈因果关系和正相关关系;然而,这种现象只能在全球空间尺度和年时间尺度上观测到。海温与10 m OW速度的互相关和格兰杰因果关系检验表明,海温与10 m OW速度可以在全球范围内预测10 m OW速度。分析1940 - 2023年的数据表明,全球年平均海温每升高1°C,全球年平均10 m OW速度就会增加约0.63 ms-1。
期刊介绍:
Heliyon is an all-science, open access journal that is part of the Cell Press family. Any paper reporting scientifically accurate and valuable research, which adheres to accepted ethical and scientific publishing standards, will be considered for publication. Our growing team of dedicated section editors, along with our in-house team, handle your paper and manage the publication process end-to-end, giving your research the editorial support it deserves.