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

Pablo Facundo Orte, Anabela Lusi, Facundo Carmona, R. D’Elia, A. Faramiñán, E. Wolfram
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引用次数: 2

Abstract

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/m2/d) and the root mean squared error (0.48 kWh/m2/d) reflect a low difference.
NASA-POWER太阳辐射数据与南美洲南部地面测量数据的比较
来自卫星的太阳辐射的准确信息对许多应用至关重要,特别是在缺乏地面测量的地区。从这个意义上说,有必要与地面测量进行比较,以确保信息的可靠性。在这项工作中,每日全球太阳辐照数据来自美国宇航局的全球能源预测(NASA- power;power.larc.nasa.gov)的数据与安装在南美洲南部的save - net太阳辐射网(http://www.savernet-satreps.org/en)的8个站点的地面测量数据进行了比较。对卫星数据和地面测量数据之间的一致性进行了线性回归分析。决定系数与0.95的平均值有很好的对应关系。平均绝对误差(0.63 kWh/m2/d)和均方根误差(0.48 kWh/m2/d)差异较小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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