Skillful prediction of UK winter seasonal energy demand based on autumn climate information. Please find the data and python code for the MLR model and leave-one-out cross validation. Use UK_energy.py to run predictions, and the plotting script to create gridpoint analysis plots (remember to change file names and paths). Please contact for any questions or concerns.
Results plots and a poster presented at the 101st AMS meeting is also available.
If you find this project useful in your research, please consider to cite:
Li S., Sriver, R. L., and Miller, D. E., 2022, “Skillful Prediction of Seasonal Energy Consumption Based on Surface Climate Information”, Environmental Research Letters, resubmission