Impact of decomposition and kriging models on the solar irradiance downscaling accuracy in regions with complex topography
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DOI: 10.1016/j.renene.2020.10.018
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- Abreu, Edgar F.M. & Canhoto, Paulo & Prior, Victor & Melicio, R., 2018. "Solar resource assessment through long-term statistical analysis and typical data generation with different time resolutions using GHI measurements," Renewable Energy, Elsevier, vol. 127(C), pages 398-411.
- Bosch, J.L. & Batlles, F.J. & Zarzalejo, L.F. & López, G., 2010. "Solar resources estimation combining digital terrain models and satellite images techniques," Renewable Energy, Elsevier, vol. 35(12), pages 2853-2861.
- Bertrand, Cédric & Vanderveken, Gilles & Journée, Michel, 2015. "Evaluation of decomposition models of various complexity to estimate the direct solar irradiance over Belgium," Renewable Energy, Elsevier, vol. 74(C), pages 618-626.
- Rehman, Shafiqur & Ghori, Saleem G, 2000. "Spatial estimation of global solar radiation using geostatistics," Renewable Energy, Elsevier, vol. 21(3), pages 583-605.
- Pillot, Benjamin & Muselli, Marc & Poggi, Philippe & Haurant, Pierrick & Hared, Idriss, 2013. "The first disaggregated solar atlas of Djibouti: A decision-making tool for solar systems integration in the energy scheme," Renewable Energy, Elsevier, vol. 57(C), pages 57-69.
- Bessafi, Miloud & Oree, Vishwamitra & Khoodaruth, Abdel & Jumaux, Guillaume & Bonnardot, François & Jeanty, Patrick & Delsaut, Mathieu & Chabriat, Jean-Pierre & Dauhoo, Muhammad Zaid, 2018. "Downscaling solar irradiance using DEM-based model in young volcanic islands with rugged topography," Renewable Energy, Elsevier, vol. 126(C), pages 584-593.
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- Ferreira, Miguel Marques & Santos, Júlia Alves & Silva, Lincon Rozendo da & Abrahao, Raphael & Gomes, Flavio da Silva Vitorino & Braz, Helon David Macêdo, 2023. "A new index to evaluate renewable energy potential: A case study on solar, wind and hybrid generation in Northeast Brazil," Renewable Energy, Elsevier, vol. 217(C).
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Keywords
Solar resource; Downscaling; Satellite-based; Anisotropic; Kriging;All these keywords.
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