Published December 10, 2018 | Version v4

Data and code for training and evaluating machine learning models for thunderstorm prediction from reanalysis data

  • 1. Finnish Meteorological Institute

Description

FIXED Data and Python code for training and evaluating machine learning models for predicting thunderstorms, associated with the paper:

"Evaluation of machine learning classifiers for predicting deep convection"

by Peter Ukkonen and Antti Mäkelä (to appear in JAMES)

The data (preprocessed inputs and outputs) is stored as netCDF files and .mat files which can be loaded with Python. 

Files

Files (9.1 GB)

Name Size
md5:f789b078b604a6e0632e416487269a44
2.1 MB Download
md5:74e75fa78c5e82a0462740ba4c8d96ad
9.1 GB Download