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

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 Nort...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494836/
https://www.ncbi.nlm.nih.gov/pubmed/34615892
http://dx.doi.org/10.1038/s41598-021-98622-4
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author 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
author_facet 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
author_sort Cordero, Raúl R.
collection PubMed
description 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%).
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spelling pubmed-84948362021-10-08 Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements 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 Sci Rep Article 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%). Nature Publishing Group UK 2021-10-06 /pmc/articles/PMC8494836/ /pubmed/34615892 http://dx.doi.org/10.1038/s41598-021-98622-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
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
Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements
title Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements
title_full Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements
title_fullStr Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements
title_full_unstemmed Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements
title_short Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements
title_sort evaluation of modis-derived estimates of the albedo over the atacama desert using ground-based spectral measurements
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8494836/
https://www.ncbi.nlm.nih.gov/pubmed/34615892
http://dx.doi.org/10.1038/s41598-021-98622-4
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