Repository containing scripts associated with NCAR Advanced Study Program deep learning project (2019-2020) exploring the robustness of a convolutional neural network (CNN) on classifying North America convection in a changing climate.
CONUS1 dataset used in project is available on NCAR's RDA at https://rda.ucar.edu/datasets/ds612.0/ and Cheyenne at /gpfs/fs1/collections/rda/data/ds612.0.
Dataset used to create journal figures is available at
Variable | Description |
---|---|
P | Total pressure (Pa). |
QVAPOR | Water vapor mixing ratio (kg/kg). |
TK | Air temperature (K). |
EU | x-wind component (m/s). |
EV | y-wind component (m/s). |