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

被引:8
|
作者
Cordero, Raul R. [1 ]
Feron, Sarah [1 ,10 ]
Sepulveda, Edgardo [1 ]
Damiani, Alessandro [3 ]
Carrera, Juan M. [1 ]
Jorquera, Jose [1 ]
Alfonso, Juan A. [4 ]
Fuenzalida, Rosalino [5 ]
Rivas, Miguel [6 ]
MacDonell, Shelley [7 ]
Seckmeyer, Gunther [8 ]
Wang, Chenghao [2 ]
Ouyang, Zutao [2 ]
Lhermitte, Stef [9 ]
机构
[1] Univ Santiago Chile, Av Bernardo OHiggins, Santiago 3363, Chile
[2] Stanford Univ, Dept Earth Syst Sci, Stanford, CA 94305 USA
[3] Chiba Univ, Ctr Environm Remote Sensing, Inage Ward, 1-33 Yayoicho, Chiba 2638522, Japan
[4] Inst Venezolano Invest Cient IVIC, Caracas 20632, Venezuela
[5] Univ Arturo Prat, Ave Arturo Prat 2120,Casilla 121, Iquique, Chile
[6] Univ Tarapaca, Ave Gen Velasquez, Arica 1775, Chile
[7] Ctr Estudios Avanzados Zonas Aridas CEAZA, La Serena, Chile
[8] Leibniz Univ Hannover, Herrenhauser Str 2, Hannover, Germany
[9] Delft Univ Technol, Dept Geosci & Remote Sensing, Delft, Netherlands
[10] Univ Groningen, Wirdumerdijk 34, NL-8911 CE Leeuwarden, Netherlands
关键词
IRRADIANCE; REFLECTANCE; PERFORMANCE; RETRIEVALS; MODULES; IMPACT; SNOW; UV;
D O I
10.1038/s41598-021-98622-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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 degrees S to latitude 30 degrees 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 degrees 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 degrees 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%).
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页数:10
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