Introduction
Advantages of a Probabilistic Approach
Statistical Models
Large-Scale Predictors
Fitting Statistical Models - Cross Validation
Data and Data Quality Control
Data Sources
Hour of Observation
Precipitation Biases
Interpolating to a Grid
Covariability between Grid Points and Variables
Climate Models and De-biasing
Performance
Future Projections
Downscaled Climate Projections
Here we describe the station data and the quality control performed to correct or eliminate poor data.