Evaluating aleatoric and epistemic uncertainties of time series deep learning models for soil moisture predictions

Kuai Fang, Chaopeng Shen, Daniel Kifer

Soil moisture is an important variable that determines floods, vegetation health, agriculture productivity, and land surface feedbacks to the atmosphere, etc. Accurately modeling s…