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

Publikation: Beitrag in FachzeitschriftArtikelForschungPeer-Review

Autoren

  • 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

Externe Organisationen

  • Universidad de Santiago de Chile
  • Reichsuniversität Groningen
  • Chiba University
  • Instituto Venezolano de Investigaciones Cientificas
  • Universidad Arturo Prat
  • Universidad de Tarapacá
  • Centro de Estudios Avanzados en Zonas Áridas (CEAZA)
  • Stanford University
  • Delft University of Technology
Forschungs-netzwerk anzeigen

Details

OriginalspracheEnglisch
Aufsatznummer19822
FachzeitschriftScientific reports
Jahrgang11
Ausgabenummer1
PublikationsstatusVeröffentlicht - 6 Okt. 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 Sachgebiete

Ziele für nachhaltige Entwicklung

Zitieren

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, Jahrgang 11, Nr. 1, 19822, 06.10.2021.

Publikation: Beitrag in FachzeitschriftArtikelForschungPeer-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, Jg. 11, Nr. 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), Artikel 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 Okt 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 ; Jahrgang 11, Nr. 1.
Download
@article{79296ae65b1d4a57a59366b3b29da0ec,
title = "Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements",
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%).",
author = "Cordero, {Ra{\'u}l R.} and Sarah Feron and Edgardo Sep{\'u}lveda and Alessandro Damiani and Carrera, {Juan M.} and Jose Jorquera and Alfonso, {Juan A.} and Rosalino Fuenzalida and Miguel Rivas and Shelley MacDonell and Gunther Seckmeyer and Chenghao Wang and Zutao Ouyang and Stef Lhermitte",
year = "2021",
month = oct,
day = "6",
doi = "10.1038/s41598-021-98622-4",
language = "English",
volume = "11",
journal = "Scientific reports",
issn = "2045-2322",
publisher = "Nature Publishing Group",
number = "1",

}

Download

TY - JOUR

T1 - Evaluation of MODIS-derived estimates of the albedo over the Atacama Desert using ground-based spectral measurements

AU - Cordero, Raúl R.

AU - Feron, Sarah

AU - Sepúlveda, Edgardo

AU - Damiani, Alessandro

AU - Carrera, Juan M.

AU - Jorquera, Jose

AU - Alfonso, Juan A.

AU - Fuenzalida, Rosalino

AU - Rivas, Miguel

AU - MacDonell, Shelley

AU - Seckmeyer, Gunther

AU - Wang, Chenghao

AU - Ouyang, Zutao

AU - Lhermitte, Stef

PY - 2021/10/6

Y1 - 2021/10/6

N2 - 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%).

AB - 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%).

UR - http://www.scopus.com/inward/record.url?scp=85116409148&partnerID=8YFLogxK

U2 - 10.1038/s41598-021-98622-4

DO - 10.1038/s41598-021-98622-4

M3 - Article

C2 - 34615892

AN - SCOPUS:85116409148

VL - 11

JO - Scientific reports

JF - Scientific reports

SN - 2045-2322

IS - 1

M1 - 19822

ER -