Mean prediction interval - 2d Grid Task RCP4.5 and RCP8.5 - 2006-2020

RCP4.5 95% MPI RCP8.5 95% MPI
  • CNN-LSTM \(\pm 106.2 Wm^{-2}\)
    (\(\pm 9,18 MJm^{-2}day^{-1}\))
  • GLM \(\pm 118.45 Wm^{-2}\)
    (\(\pm 10.23 MJm^{-2}day^{-1}\))

Mean prediction interval under RCP4.5 forcing for selected models
  • CNN-LSTM \(\pm 106.07 Wm^{-2}\)
    (\(\pm 9.16 MJm^{-2}day^{-1}\))
  • GLM \(\pm 122.76 Wm^{-2}\)
    (\(\pm 10.61 MJm^{-2}day^{-1}\))

Mean prediction interval under RCP8.5 forcing for selected models

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Downscaling Global Climate Models with Convolutional and Long-Short-Term Memory Networks for Solar Energy Applications by C.P. Davey is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.