One of the main barriers to increase the solar energy share is its intermittency. In this work, we compared ground observations in different timescales (1-, 5- and 30-minutes) with satellite effective cloud cover coefficient variability, with 30-minutes time resolution. The smallest discrepancies happen when analyzing the same timescale (30-minutes), where the Pearson correlation for all sites was up 0.94. However, when the frequency of the solar irradiance measurements increased, the correlation decreased. A solution may be the use of downscaling methods, which may be a topic for future work. The most important result achieved in this study was the development of a simple methodology for evaluating the surface solar irradiance variability using only the cloud cover obtained from visible satellite imagery. The results denoted that the proposed methodology is an interesting alternative to evaluate the solar irradiance variability over large areas with satisfactory accuracy, where no ground data is available.
机构:
PSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, FrancePSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, France
Bengulescu, Marc
Blanc, Philippe
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PSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, FrancePSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, France
Blanc, Philippe
Boilley, Alexandre
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Transvalor SA, 694 Ave Dr Maurice Daunat, F-06255 Mougins, FrancePSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, France
Boilley, Alexandre
Wald, Lucien
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PSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, FrancePSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, France
机构:
Univ Texas San Antonio, Texas Sustainable Energy Res Inst, San Antonio, TX 78249 USA
Univ Texas San Antonio, Dept Geol Sci, Lab Remote Sensing & Geoinformat, San Antonio, TX 78249 USAUniv Texas San Antonio, Texas Sustainable Energy Res Inst, San Antonio, TX 78249 USA
Xia, Shuang
Mestas-Nunez, Alberto M.
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Univ Texas San Antonio, Dept Geol Sci, Lab Remote Sensing & Geoinformat, San Antonio, TX 78249 USAUniv Texas San Antonio, Texas Sustainable Energy Res Inst, San Antonio, TX 78249 USA
Mestas-Nunez, Alberto M.
Xie, Hongjie
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Univ Texas San Antonio, Dept Geol Sci, Lab Remote Sensing & Geoinformat, San Antonio, TX 78249 USAUniv Texas San Antonio, Texas Sustainable Energy Res Inst, San Antonio, TX 78249 USA
Xie, Hongjie
Tang, Jiakui
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Univ Texas San Antonio, Dept Geol Sci, Lab Remote Sensing & Geoinformat, San Antonio, TX 78249 USA
Univ Chinese Acad Sci, Beijing 100049, Peoples R ChinaUniv Texas San Antonio, Texas Sustainable Energy Res Inst, San Antonio, TX 78249 USA
Tang, Jiakui
Vega, Rolando
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CPS Energy, San Antonio, TX 78205 USAUniv Texas San Antonio, Texas Sustainable Energy Res Inst, San Antonio, TX 78249 USA