The Satellite Application Facility on Climate Monitoring (CM-SAF) Spectral Resolved Irradiance (SRI) and National Renewable Energy Laboratory National Solar Radiation Database Spectral on Demand (NSRDB-S) satellite-based spectral irradiance products are tested here against benchmark data and models at seven ground stations: one in Spain for CM-SAF SRI and six in North America for NSRDB-S. Benchmarks include WISER spectroradiometers, spectra modeled from SolarSIM-G measurements, the First Solar model of spectral mismatch factor (SMM), and the SMARTS radiative code with two alternate input sources: AErosol RObotic NETwork (AERONET) and the Modern-Era Retrospective analysis for Research and Applications, Version 2 (MERRA-2) reanalysis. The satellite products are tested in terms of their ability to estimate photovoltaic (PV) spectral effects for six PV module technologies. Spectra are also compared directly. CM-SAF SRI generally outperforms First Solar and "no spectral effects " benchmarks, except for cadmium telluride modules. For NSRDB-S, predictions of long-term spectral derate factors show less skill than for instantaneous SMMs. Spectra comparisons reveal systematic differences between NSRDB-S and benchmark spectra, likely due to the NSRDB-S treatment of aerosols. Meanwhile, the mean SMARTS spectra with AERONET and MERRA-2 inputs are in good agreement, showing promise for the use of MERRA-2 as input to clear-sky models.
机构:
Univ Vale Rio dos Sinos, Programa Posgrad Ingn Mecan, BR-93022000 Sao Leopoldo, BrazilUniv Vale Rio dos Sinos, Programa Posgrad Ingn Mecan, BR-93022000 Sao Leopoldo, Brazil
Pinot, Benjamin
Muselli, Marc
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Univ Corse, UMR CNRS SPE 6134, F-20000 Ajaccio, FranceUniv Vale Rio dos Sinos, Programa Posgrad Ingn Mecan, BR-93022000 Sao Leopoldo, Brazil
Muselli, Marc
Poggi, Philippe
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Univ Corse, UMR CNRS SPE 6134, F-20000 Ajaccio, FranceUniv Vale Rio dos Sinos, Programa Posgrad Ingn Mecan, BR-93022000 Sao Leopoldo, Brazil
Poggi, Philippe
Dias, Joao Batista
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Univ Vale Rio dos Sinos, Programa Posgrad Ingn Mecan, BR-93022000 Sao Leopoldo, BrazilUniv Vale Rio dos Sinos, Programa Posgrad Ingn Mecan, BR-93022000 Sao Leopoldo, Brazil
机构:
PSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, FrancePSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, France
Bengulescu, Marc
Blanc, Philippe
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PSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, FrancePSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, France
Blanc, Philippe
Boilley, Alexandre
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Transvalor SA, 694 Ave Dr Maurice Daunat, F-06255 Mougins, FrancePSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, France
Boilley, Alexandre
Wald, Lucien
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PSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, FrancePSL Res Univ, IMINES ParisTech, Ctr Observ, Impacts,Energy, CS 10207, F-06904 Sophia Antipolis, France
机构:
TUBITAK Space Technol Res Inst UZAY, TR-06800 Ankara, Turkiye
Ataturk Univ, Fac Sci, Dept Astron & Space Sci, TR-25240 Erzurum, TurkiyeTUBITAK Space Technol Res Inst UZAY, TR-06800 Ankara, Turkiye
Balbay, Recep
Kaba, Kazim
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Ataturk Univ, Fac Sci, Dept Astron & Space Sci, TR-25240 Erzurum, TurkiyeTUBITAK Space Technol Res Inst UZAY, TR-06800 Ankara, Turkiye
Kaba, Kazim
Fisek, Suleyman
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Istanbul Univ, Dept Astron & Space Sci, Fac Sci, TR-34119 Istanbul, Turkiye
Turkiye Natl Observ, ATASAM DAG, TR-25050 Erzurum, TurkiyeTUBITAK Space Technol Res Inst UZAY, TR-06800 Ankara, Turkiye
Fisek, Suleyman
Yesilyaprak, Cahit
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Ataturk Univ, Fac Sci, Dept Astron & Space Sci, TR-25240 Erzurum, Turkiye
Turkiye Natl Observ, ATASAM DAG, TR-25050 Erzurum, TurkiyeTUBITAK Space Technol Res Inst UZAY, TR-06800 Ankara, Turkiye