Mapping future offshore wind resources in the South China Sea under climate change by regional climate modeling

被引:4
|
作者
He, J. Y. [1 ,2 ]
Chan, P. W. [3 ]
Li, Q. S. [1 ,2 ]
Tong, H. W. [3 ]
机构
[1] City Univ Hong Kong, Dept Architecture & Civil Engn, Hong Kong, Peoples R China
[2] City Univ Hong Kong, Shenzhen Res Inst, Architecture & Civil Engn Res Ctr, Shenzhen, Peoples R China
[3] Hong Kong Observ, Kowloon, Hong Kong, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Offshore wind energy; Offshore wind resource map; Dynamical downscaling; Wind resource variability; Wind speed extrapolation accuracy; Climate projection uncertainty; ENERGY RESOURCE; BIAS CORRECTION; CHANGE IMPACTS; EURO-CORDEX; POWER; PRECIPITATION; SIMULATIONS; WEATHER; SPEED; FOUNDATIONS;
D O I
10.1016/j.rser.2023.113865
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Cost-effective deployment of wind energy systems benefits from a thorough understanding of wind resources. Therefore, it is imperative to figure out how the spatiotemporal patterns of wind resources will evolve in a warmer future world. Based on a regional climate model system named RegCM4.7, this study investigates the future offshore wind resources under climate change in a tropical ocean, namely the South China Sea (SCS). First, 25-km-resolution wind field information over the SCS is retrieved from a regional climate model driven by 22 global climate models. Then, the simulated wind fields are validated against the reanalysis dataset ERA5 and the Cross-Calibrated Multi-Platform satellite dataset. Subsequently, the spatial distribution and temporal variation of wind resources under climate change are comprehensively assessed, and the inter-annual and intra-annual wind resource variability is quantified by the robust coefficient of determination. Last, the significance, robustness, and uncertainty of climate change signals are evaluated. It is projected that the wind power density will increase by 10-20 % in the northern SCS but decrease by 10-30 % in the southern SCS in 2081-2100 (compared to 1985-2004) under the Representative Concentration Pathway 8.5.
引用
收藏
页数:19
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