Extended probabilistic climatology (EPC)

EPC is a benchmark forecast for precipitation. Details can be found here: http://www.epc.kit-weather.de/

The data:

1. ECMWF data is provided by ECMWF: https://www.ecmwf.int/en/forecasts

2. Imerg data can be downloaded from the NASA datastore: https://gpm.nasa.gov/data/directory

The folders

1. scripts_download&prepare_data

Scripts to download and process ECMWF data and Imerg data.

2. scripts_crps

Python scripts to compute CRPS for EPC forecast and ECMWF ensemble

3. script_bernoulligamma

Julia script to fit bernoulli gamma distribution to EPC forecast

4. notebooks_results

Python notebooks to replicate plots, tables and statistical figures from the paper