A weather generator to simulate precipitation and temperature for regions with seasonality. Users input training data containing precipitation, temperature, and seasonality (up to 26 seasons). Including weather season as a training variable allows users to explore the effects of potential changes in season duration as well as average start- and end-time dates due to phenomena like climate change. Data for training should be a single time series but can originate from station data, basin averages, grid cells, etc. Bearup, L., Gangopadhyay, S., & Mikkelson, K. (2021). "Hydroclimate Analysis Lower Santa Cruz River Basin Study (Technical Memorandum No ENV-2020-056)." Bureau of Reclamation. Gangopadhyay, S., Bearup, L. A., Verdin, A., Pruitt, T., Halper, E., & Shamir, E. (2019, December 1). "A collaborative stochastic weather generator for climate impacts assessment in the Lower Santa Cruz River Basin, Arizona." Fall Meeting 2019, American Geophysical Union. <https://ui.adsabs.harvard.edu/abs/2019AGUFMGC41G1267G>.
| Version: | 1.4.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | lubridate, msm, sm, dplyr, plyr, foreach, parallel, doParallel, stats, utils, magrittr |
| Suggests: | knitr, rmarkdown, tidyr, reshape2, ggpubr, data.table, moments, seas, padr, hydroGOF, SpecsVerification, ggridges |
| Published: | 2024-11-02 |
| DOI: | 10.32614/CRAN.package.wxgenR |
| Author: | Subhrendu Gangopadhyay [aut], Lindsay Bearup [aut], David Woodson [aut, cre], Marketa McGuire [aut], Andrew Verdin [aut], Eylon Shamir [aut], Eve Halper [aut] |
| Maintainer: | David Woodson <dwoodson at usbr.gov> |
| License: | CC0 |
| Copyright: | This software is in the public domain because it contains materials that originally came from the United States Bureau of Reclamation, an agency of the United States Department of Interior. |
| NeedsCompilation: | no |
| CRAN checks: | wxgenR results |
| Reference manual: | wxgenR.pdf |
| Vignettes: |
wxgenR - Blacksburg, VA NWS Station (source, R code) wxgenR - Lower Santa Cruz River Basin, AZ (source, R code) |
| Package source: | wxgenR_1.4.2.tar.gz |
| Windows binaries: | r-devel: wxgenR_1.4.2.zip, r-release: wxgenR_1.4.2.zip, r-oldrel: wxgenR_1.4.2.zip |
| macOS binaries: | r-release (arm64): wxgenR_1.4.2.tgz, r-oldrel (arm64): wxgenR_1.4.2.tgz, r-release (x86_64): wxgenR_1.4.2.tgz, r-oldrel (x86_64): wxgenR_1.4.2.tgz |
| Old sources: | wxgenR archive |
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