A project proposed in the context of the 5th Big Data Africa School by Sabrina Amrouche on behalf of the GeoAI-Africa community.
In this Project, we will:
- Exploit real ground station weather data
- Build an ML model to generate short-term forecasts
- Discuss several use-cases of weather forecasts
Start here:
- Read about ERA5
- Read about TAHMO
- Read about why weather forecasting matters from WMO/WBO
- Read about WeatherBench the most popular framework for DL weather forecast benchmarking