Intraseasonal and synoptic modulation of diurnal surface solar radiation over Reunion island in the South-West Indian Ocean

IF 6 2区 工程技术 Q2 ENERGY & FUELS
Chao Tang , Pauline Mialhe , Benjamin Pohl , Béatrice Morel , Martin Wild , Shunya Koseki , Babatunde Abiodun , Miloud Bessafi , Chris Lennard , Girish Kumar Beeharry , Roddy Lollchund , Tyagaraja S.M. Cunden , Swati Singh
{"title":"Intraseasonal and synoptic modulation of diurnal surface solar radiation over Reunion island in the South-West Indian Ocean","authors":"Chao Tang ,&nbsp;Pauline Mialhe ,&nbsp;Benjamin Pohl ,&nbsp;Béatrice Morel ,&nbsp;Martin Wild ,&nbsp;Shunya Koseki ,&nbsp;Babatunde Abiodun ,&nbsp;Miloud Bessafi ,&nbsp;Chris Lennard ,&nbsp;Girish Kumar Beeharry ,&nbsp;Roddy Lollchund ,&nbsp;Tyagaraja S.M. Cunden ,&nbsp;Swati Singh","doi":"10.1016/j.solener.2023.111856","DOIUrl":null,"url":null,"abstract":"<div><p>Understanding the space-time variability of Surface Solar Radiation (SSR) is mandatory for the prediction and, eventually, the skillful forecasting of photovoltaic energy production. This paper addresses the modulation of local-scale SSR over Reunion, a tropical island in the South-West Indian Ocean, by the leading modes of climate variability influencing both regional-scale and local-scale atmospheric convection and its associated cloud cover. Analyses focus on synoptic (tropical cyclones [TCs], synoptic convective regimes, including Tropical-Temperate Troughs [TTTs]) and intraseasonal (Madden-Julian Oscillation [MJO]) timescales. The SSR intra-daily variability is first assessed by a diurnal classification of SARAH-E satellite SSR data, and it is then related to the climate conditions mentioned above. SSR anomalies are found larger (smaller) on the windward (leeward) side of Reunion and in the summer (winter) season. The island-scale “cloudy” conditions can typically last 1 or 2 days. Nearby TCs can strongly reduce SSR by up to 50% on average, depending on their distances from Reunion, their sizes, and particularly, their longitudinal positions, which is observed for the first time. Nearby TCs are associated with significant negative SSR anomaly when located west of Reunion but with less significant or even positive anomaly when located east of the island. Synoptic convective regimes (the intraseasonal MJO) have a relatively weaker impact on SSR, with a value up to 13% (5%) of the mean value. Potential interactions between these SSR modulators are also investigated to understand better and eventually predict the mechanisms likely to modulate SSR (and thus photovoltaic electricity production) at sub-seasonal timescales.</p></div>","PeriodicalId":428,"journal":{"name":"Solar Energy","volume":"262 ","pages":"Article 111856"},"PeriodicalIF":6.0000,"publicationDate":"2023-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0038092X23004899/pdfft?md5=15b06ff06a9d619fba227f3833abf8b8&pid=1-s2.0-S0038092X23004899-main.pdf","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Solar Energy","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0038092X23004899","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 1

Abstract

Understanding the space-time variability of Surface Solar Radiation (SSR) is mandatory for the prediction and, eventually, the skillful forecasting of photovoltaic energy production. This paper addresses the modulation of local-scale SSR over Reunion, a tropical island in the South-West Indian Ocean, by the leading modes of climate variability influencing both regional-scale and local-scale atmospheric convection and its associated cloud cover. Analyses focus on synoptic (tropical cyclones [TCs], synoptic convective regimes, including Tropical-Temperate Troughs [TTTs]) and intraseasonal (Madden-Julian Oscillation [MJO]) timescales. The SSR intra-daily variability is first assessed by a diurnal classification of SARAH-E satellite SSR data, and it is then related to the climate conditions mentioned above. SSR anomalies are found larger (smaller) on the windward (leeward) side of Reunion and in the summer (winter) season. The island-scale “cloudy” conditions can typically last 1 or 2 days. Nearby TCs can strongly reduce SSR by up to 50% on average, depending on their distances from Reunion, their sizes, and particularly, their longitudinal positions, which is observed for the first time. Nearby TCs are associated with significant negative SSR anomaly when located west of Reunion but with less significant or even positive anomaly when located east of the island. Synoptic convective regimes (the intraseasonal MJO) have a relatively weaker impact on SSR, with a value up to 13% (5%) of the mean value. Potential interactions between these SSR modulators are also investigated to understand better and eventually predict the mechanisms likely to modulate SSR (and thus photovoltaic electricity production) at sub-seasonal timescales.

西南印度洋留尼汪岛上空日表面太阳辐射的季节内和天气调制
了解地表太阳辐射(SSR)的时空变动性,是预测并最终实现光伏发电预测的必要条件。本文研究了影响区域尺度和局地尺度大气对流及其相关云量的主要气候变率模态对西南印度洋热带留尼旺岛局地尺度SSR的调制作用。分析的重点是天气(热带气旋[tc]、天气对流系统,包括热带-温带槽[TTTs])和季节内(麦登-朱利安涛动[MJO])时间尺度。首先通过SARAH-E卫星SSR数据的日分类来评估SSR的日变率,然后将其与上述气候条件联系起来。在留尼旺的迎风面(背风面)和夏季(冬季),SSR异常较大(较小)。这种全岛范围的“多云”天气通常会持续1到2天。根据距离留尼旺的距离、它们的大小,特别是它们的纵向位置(这是第一次观察到的),附近的tc平均可以强烈地减少SSR,最高可达50%。附近tc位于留尼旺岛以西时,与显著的负SSR异常相关,而位于留尼旺岛以东时,与显著性正异常相关。天气对流状态(季节内MJO)对SSR的影响相对较弱,其值高达平均值的13%(5%)。这些SSR调制器之间的潜在相互作用也被研究,以更好地了解并最终预测在亚季节时间尺度上可能调制SSR(从而光伏发电)的机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Solar Energy
Solar Energy 工程技术-能源与燃料
CiteScore
13.90
自引率
9.00%
发文量
0
审稿时长
47 days
期刊介绍: Solar Energy welcomes manuscripts presenting information not previously published in journals on any aspect of solar energy research, development, application, measurement or policy. The term "solar energy" in this context includes the indirect uses such as wind energy and biomass
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信