These Australian climate classification maps and data are based on vegetation types, rainfall, and temperature and humidity. Select years, to see changes since 1951. Temperature and humidity maps are ...
The weather regressors used in the notebook linked above is a good example of an extra regressor that has forecasts that can be used for future values. One can also use as a regressor another time ...