Catalog Item
S&T Project 21039 Final Report: A Collaborative Stochastic Weather Generator for Climate Impacts Assessment
The wxgenR project developed a modern, open-source stochastic weather generator to support Reclamation’s climate change adaptation and planning studies. wxgenR integrates seasonality directly into daily precipitation and temperature simulation, improving representation of key hydroclimate patterns such as monsoons and snowmelt timing. The tool uses a non-homogeneous
Markov chain framework with seasonal covariates and is implemented as an R package, publicly released on CRAN. Validation at multiple U.S. sites demonstrated strong performance in reproducing precipitation and temperature statistics. The methods, algorithms, and validation results are documented in the attached peer-reviewed manuscript (Woodson et al. 2025). This report
provides background context, outlines Reclamation applications, and documents data archiving and dissemination activities for project closeout.
Catalog Record Title
Report from S&T Project 21039: A Collaborative Stochastic Weather Generator for Climate Impacts Assessment
Generation Effort
S&T Project 21039: A Collaborative Stochastic Weather Generator for Climate Impacts Assessment
Location Name
Contiguous United States
Type
Uploaded file(s)
File Type
PDF
Publisher
Bureau of Reclamation
Publication Date
Tuesday, September 30th, 2025
Update Frequency
not planned
Last Update
Wednesday, October 29th, 2025
Disclaimer
The findings and conclusions of this work are those of the author(s) and do not necessarily represent the views of the Bureau of Reclamation.

