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

Research output: Contribution to journalArticleResearchpeer review

Authors

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

External Research Organisations

  • Universidad de Santiago de Chile
  • University of Groningen
  • Chiba University
  • Instituto Venezolano de Investigaciones Cientificas
  • Universidad Arturo Prat
  • UNIVERSIDAD DE TARAPACA
  • Centro de Estudios Avanzados en Zonas Áridas (CEAZA)
  • Stanford University
  • Delft University of Technology
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Details

Original languageEnglish
Article number19822
JournalScientific reports
Volume11
Issue number1
Publication statusPublished - 6 Oct 2021

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%).

ASJC Scopus subject areas

Sustainable Development Goals

Cite this

Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements. / Cordero, Raúl R.; Feron, Sarah; Sepúlveda, Edgardo et al.
In: Scientific reports, Vol. 11, No. 1, 19822, 06.10.2021.

Research output: Contribution to journalArticleResearchpeer review

Cordero, RR, Feron, S, Sepúlveda, E, Damiani, A, Carrera, JM, Jorquera, J, Alfonso, JA, Fuenzalida, R, Rivas, M, MacDonell, S, Seckmeyer, G, Wang, C, Ouyang, Z & Lhermitte, S 2021, 'Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements', Scientific reports, vol. 11, no. 1, 19822. https://doi.org/10.1038/s41598-021-98622-4
Cordero, R. R., Feron, S., Sepúlveda, E., Damiani, A., Carrera, J. M., Jorquera, J., Alfonso, J. A., Fuenzalida, R., Rivas, M., MacDonell, S., Seckmeyer, G., Wang, C., Ouyang, Z., & Lhermitte, S. (2021). Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements. Scientific reports, 11(1), Article 19822. https://doi.org/10.1038/s41598-021-98622-4
Cordero RR, Feron S, Sepúlveda E, Damiani A, Carrera JM, Jorquera J et al. Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements. Scientific reports. 2021 Oct 6;11(1):19822. doi: 10.1038/s41598-021-98622-4
Cordero, Raúl R. ; Feron, Sarah ; Sepúlveda, Edgardo et al. / Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements. In: Scientific reports. 2021 ; Vol. 11, No. 1.
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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%).",
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AU - Feron, Sarah

AU - Sepúlveda, Edgardo

AU - Damiani, Alessandro

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AU - Rivas, Miguel

AU - MacDonell, Shelley

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AU - Lhermitte, Stef

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