Projected changes in wind speed and wind energy resources over the Persian Gulf based on bias corrected CMIP6 models

IF 2 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS
Amirmahdi Gohari , Adem Akpınar
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引用次数: 0

Abstract

This study investigates future wind speed and wind energy changes in the Persian Gulf using a multi-model ensemble mean (MMM) derived from 20 CMIP6 models under the SSP5–8.5 scenario. ERA5 reanalysis wind speed data for the historical period (1995–2015) is compared to projections for the mid-future (2040–2059) and far-future (2080–2099). Quantile mapping based on Weibull distribution as a bias correction technique applied to the raw future data to obtain more reliable projections. Results show suitable wind conditions for power generation are expected to increase slightly, by 1.16 % in the mid-future and 0.75 % in the far-future. However, average annual wind speed and wind power density are projected to decrease by up to 2 % and 7 % respectively. The winter season is consistently shown to have the highest average wind speed, projected to increase over 5–7 % in the future. Spatial analysis identifies current and future wind energy hot spots, with a northward shift by the far-future. Assessments of variability over time highlight potential future alterations. The future change analysis reveals irregular regional shifts, indicating decreases in wind strength nearshore in the northern Gulf, while the southern part may experience increases, suggesting a promising trend for wind energy potential there.
基于校正偏差的CMIP6模式对波斯湾风速和风能资源变化的预估
本研究利用来自20个CMIP6模式在SSP5-8.5情景下的多模式集合平均值(MMM)研究了波斯湾未来的风速和风能变化。将ERA5再分析历史时期(1995-2015)的风速数据与中期(2040-2059)和远期(2080-2099)的预测进行比较。基于威布尔分布的分位数映射作为一种偏差校正技术应用于原始未来数据,以获得更可靠的预测。结果表明,适合发电的风力条件预计将略有增加,中期增加1.16 %,远期增加0.75 %。然而,预计年平均风速和风力密度将分别下降2% %和7% %。冬季始终显示出最高的平均风速,预计未来将增加5 - 7% %以上。空间分析确定了当前和未来的风能热点,并在遥远的将来向北转移。随时间变化的评估强调了未来潜在的变化。未来的变化分析揭示了不规则的区域变化,表明海湾北部近岸的风力减弱,而南部可能会增加,这表明那里的风能潜力有很好的趋势。
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来源期刊
Dynamics of Atmospheres and Oceans
Dynamics of Atmospheres and Oceans 地学-地球化学与地球物理
CiteScore
3.10
自引率
5.90%
发文量
43
审稿时长
>12 weeks
期刊介绍: Dynamics of Atmospheres and Oceans is an international journal for research related to the dynamical and physical processes governing atmospheres, oceans and climate. Authors are invited to submit articles, short contributions or scholarly reviews in the following areas: •Dynamic meteorology •Physical oceanography •Geophysical fluid dynamics •Climate variability and climate change •Atmosphere-ocean-biosphere-cryosphere interactions •Prediction and predictability •Scale interactions Papers of theoretical, computational, experimental and observational investigations are invited, particularly those that explore the fundamental nature - or bring together the interdisciplinary and multidisciplinary aspects - of dynamical and physical processes at all scales. Papers that explore air-sea interactions and the coupling between atmospheres, oceans, and other components of the climate system are particularly welcome.
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