Semi-Bayesian Space-Time Hierarchical Framework for Modeling and Prediction of Seasonal and Extreme Precipitation in the U.S. Northern Great Plains

We adapt a semi-Bayesian hierarchical modeling framework to jointly characterize the space-time variability of seasonal precipitation totals and precipitation extremes across the Northern Great Plains (NGP). In this framework, seasonal precipitation total