DATA: A benchmark to test generalization capabilities of deep learning methods to classify severe convective storms in a changing climate

Data generated using the software in the following repository: https://github.com/mariajmolina/deep-conus.

Original climate data sets available at: https://rda.ucar.edu/datasets/ds612.0/

Research conducted to explore the robustness of a convolutional neural network (CNN) when classifying convection over North America in a changing climate.