Comparison of NASA-POWER solar radiation data with ground-based measurements in the south of South America

被引:4
|
作者
Orte, Facundo [1 ]
Lusi, Anabela [2 ]
Carmona, Facundo [3 ]
D'Elia, Raul [2 ]
Faraminan, Adan [3 ]
Wolfram, Elian [4 ]
机构
[1] CITEDEF CONICET, CEILAP UNIDEF, Villa Martelli, Bs As, Argentina
[2] CITEDEF CONICET, CEILAP UNIDEF, Tandil, Bs As, Argentina
[3] CONICET CIC UNCPBA, IHLLA, Tandil, Bs As, Argentina
[4] Direcc Redes Observ SMN, Buenos Aires, DF, Argentina
来源
2021 XIX WORKSHOP ON INFORMATION PROCESSING AND CONTROL (RPIC) | 2021年
关键词
Daily global solar irradiation; NASA-Power data; SAVER-Net; validation; YIELD;
D O I
10.1109/RPIC53795.2021.9648428
中图分类号
学科分类号
摘要
Accurate information of solar radiation from satellites is crucial for many applications, mainly in regions with lack of ground-based measurements. In this sense, comparison with ground-based measurement is necessary to ensure the reliability of the information. In this work, the daily global solar irradiation data from NASA's Prediction of Worldwide Energy Resources (NASA-POWER; power.larc.nasa.gov) were compared with ground-based measurements in the 8 stations of the Saver-Net solar irradiance network (http://www.savernet-satreps.org/en) installed in the south of South America. A linear regression analysis was performed to analyze the agreement between satellite data and ground-based measurements. The coefficient of determination shows very good correspondence with a mean value of 0.95. The mean absolute error (0.63 kWh/m(2)/d) and the root mean squared error (0.48 kWh/m(2)/d) reflect a low difference.
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页数:4
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