Multifidelity Climate Modelling / Climate Downscaling
Data Challenge
To provide probabilistic predictions of temperature on the high-fidelity domain (Panel b) from low-fidelity wind and temperature data (Panel a). Elevation data for the high-fidelity domain is also avaiable to help learn the temperature change with height.
Data
You can find the data here
Other potentially useful datasets
- Climate Data Guide - Large-scale climate phenomena and oscillations that may relate to local climate variability, e.g., Nino 3.4
- Weather stations - local point-based measurements which provide highly localised timeseries of the atmospheric conditions.