Results

Single Point Comparison

• CNN-LSTM model variants did exhibit better scores on the majority of sites.
• Simplest GLM model performed quite well, comparatively.
• GLMNET and RF models were the least performant.

Taylor Diagram Comparison

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Deep Dive: Chapter 4.

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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.