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利用地面光谱测量评估通过中分辨率成像光谱仪(MODIS)得出的阿塔卡马沙漠反照率估算值。

Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements.

作者信息

Cordero Raúl R, Feron Sarah, Sepúlveda Edgardo, Damiani Alessandro, Carrera Juan M, Jorquera Jose, Alfonso Juan A, Fuenzalida Rosalino, Rivas Miguel, MacDonell Shelley, Seckmeyer Gunther, Wang Chenghao, Ouyang Zutao, Lhermitte Stef

机构信息

Universidad de Santiago de Chile, Av. Bernardo O'Higgins, 3363, Santiago, Chile.

University of Groningen, Wirdumerdijk 34, 8911 CE, Leeuwarden, Netherlands.

出版信息

Sci Rep. 2021 Oct 6;11(1):19822. doi: 10.1038/s41598-021-98622-4.

Abstract

Surface albedo is an important forcing parameter that drives the radiative energy budget as it determines the fraction of the downwelling solar irradiance that the surface reflects. Here we report on ground-based measurements of the spectral albedo (350-2200 nm) carried out at 20 sites across a North-South transect of approximately 1300 km in the Atacama Desert, from latitude 18° S to latitude 30° S. These spectral measurements were used to evaluate remote sensing estimates of the albedo derived from the Moderate Resolution Imaging Spectroradiometer (MODIS). We found that the relative mean bias error (RMBE) of MODIS-derived estimates was within ± 5% of ground-based measurements in most of the Atacama Desert (18-27° S). Although the correlation between MODIS-derived estimates and ground-based measurements remained relatively high (R= 0.94), RMBE values were slightly larger in the southernmost part of the desert (27-30° S). Both MODIS-derived data and ground-based measurements show that the albedo at some bright spots in the Atacama Desert may be high enough (up to 0.25 in visible range) for considerably boosting the performance of bifacial photovoltaic technologies (6-12%).

摘要

地表反照率是一个重要的强迫参数,它驱动辐射能量收支,因为它决定了地表反射的下行太阳辐照度的比例。在此,我们报告了在阿塔卡马沙漠中从南纬18°到南纬30°大约1300公里的南北样带沿线20个地点进行的光谱反照率(350 - 2200纳米)地面测量。这些光谱测量用于评估从中分辨率成像光谱仪(MODIS)得出的反照率遥感估计值。我们发现,在阿塔卡马沙漠的大部分地区(南纬18 - 27°),MODIS得出的估计值的相对平均偏差误差(RMBE)在地面测量值的±5%以内。尽管MODIS得出的估计值与地面测量值之间的相关性仍然相对较高(R = 0.94),但在沙漠最南端(南纬27 - 30°),RMBE值略大。MODIS得出的数据和地面测量都表明,阿塔卡马沙漠中一些亮点的反照率可能足够高(在可见光范围内高达0.25),足以显著提高双面光伏技术的性能(6 - 12%)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e6c4/8494836/5b25dcfd0f2f/41598_2021_98622_Fig1_HTML.jpg

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