Data Preprocessing

GCM Ensemble

• 3 GCM Models, HadGEM2-CC, ACCESS1-0, MRI-CGCM3
• MRI-CGCM3 - grid resolution differs from other 2 GCM models.
• Re-grid using IDW (Inverse Distance Weighting) interpolation and ACCESS1-0 as reference grid.
• After re-gridding, all models in same reference grid outputs are then averaged to create an ensemble GCM.

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Deep Dive: Chapter 3.

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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.