Data archive for "Seamless lightning nowcasting with recurrent-convolutional deep learning"

This dataset contains the machine learning training data files, pretrained model weights and precomputed results for the paper "Seamless lightning nowcasting with recurrent-convolutional deep learning" submitted to Weather and Forecasting.

The ML code can be found at https://github.com/MeteoSwiss/c4dl-lightningdl. Download all the files here and extract the contents to the following subdirectories in the ML code directory:

• Training data (c4dl-patches-*.zip) -> data/2020/
• Results (c4dl-results-lightningdl.zip) -> results/
• Pretrained models (c4dl-models-lightningdl.zip) -> models/

Additionally, the file c4dl-randomexamples-lightningdl.zip contains the randomly selected examples complementing Figs. 7–9 of the paper.