Catalog Record

Report from S&T Project 21039: 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.
Generation Effort S&T Project 21039: A Collaborative Stochastic Weather Generator for Climate Impacts Assessment
Themes Water
Tags Climate Change, Precipitation, Stochastic Weather Generator, Temperature, Hydroclimate, Seasonality
Reclamation Project
Reclamation Program Science and Technology Program

Location Information

Location Description The contiguous United States, or officially the conterminous United States, are the 48 U.S. states that touch one another plus the District of Columbia. The contiguous United States excludes the states of Alaska and Hawaii, and all island territories and U.S. possessions such as American Samoa, U.S. Virgin Islands, Northern Mariana Islands, Guam and Puerto Rico.
Location Tags United States, Conterminous United States
Location Parent
State(s) Alabama, Arkansas, Arizona, California, Colorado, Connecticut, District Of Columbia, Delaware, Florida, Georgia, Iowa, Idaho, Illinois, Indiana, Kansas, Kentucky, Louisiana, Massachusetts, Maryland, Maine, Michigan, Minnesota, Missouri, Mississippi, Montana, North Carolina, North Dakota, Nebraska, New Hampshire, New Jersey, New Mexico, Nevada, New York, Ohio, Oklahoma, Oregon, Pennsylvania, Rhode Island, South Carolina, South Dakota, Tennessee, Texas, Utah, Virginia, Vermont, Washington, Wisconsin, West Virginia, Wyoming
Unified Region(s) North Atlantic-Appalachian, South Atlantic-Gulf, Great Lakes, Mississippi Basin, Missouri Basin, Arkansas-Rio Grande-Texas-Gulf, Upper Colorado Basin, Lower Colorado Basin, Columbia-Pacific Northwest, California-Great Basin
Timezone
Elevation [ N/A ]
Vertical Datum [ N/A ]
Coordinates (lat, long) See Location Details
Horizontal Datum WGS84