yingkaisha / ExWeather-OPT

Operational severe weather prediction system

ExWeather-OPT

Operational severe weather prediction system

Dependency

• h5py==2.10.0
• numpy==1.20.3
• pygrib==2.1.4
• scipy==1.9.3
• tensorflow==2.4.1

Usage

• Edit namelist.py
• python main.py 2021 2 1 e.g., for 2021 Feb 1st
• output: a hdf5 file that contains feature vectors and prabilities

import h5py

with h5py.File('/glade/work/ksha/NCAR/output_20210201.hdf', 'r') as h5io:
    feature_vector = h5io['FEATURE_VEC'][...]
    severe_weather = h5io['PROB'][...]