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wxgenR  

A Stochastic Weather Generator with Seasonality
View on CRAN: Click here


Download and install wxgenR package within the R console
Install from CRAN:
install.packages("wxgenR")

Install from Github:
library("remotes")
install_github("cran/wxgenR")

Install by package version:
library("remotes")
install_version("wxgenR", "1.4.2")



Attach the package and use:
library("wxgenR")
Maintained by
David Woodson
[Scholar Profile | Author Map]
First Published: 2023-09-14
Latest Update: 2023-09-18
Description:
A weather generator to simulate precipitation and temperature for regions with seasonality. Users input training data containing precipitation, temperature, and seasonality (up to 20 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. <https://www.usbr.gov/lc/phoenix/programs/lscrbasin/LSCRBS_Hydroclimate_2021.pdf>. 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>.
How to cite:
David Woodson (2023). wxgenR: A Stochastic Weather Generator with Seasonality. R package version 1.4.2, https://cran.r-project.org/web/packages/wxgenR. Accessed 11 Apr. 2025.
Previous versions and publish date:
1.3.4 (2023-09-14 11:40), 1.3.6 (2023-09-18 10:50), 1.4.0 (2024-06-12 23:00), 1.4.1 (2024-07-16 11:20), 1.4.2 (2024-11-02 01:30)
Other packages that cited wxgenR R package
View wxgenR citation profile
Other R packages that wxgenR depends, imports, suggests or enhances
Complete documentation for wxgenR
Functions, R codes and Examples using the wxgenR R package
Some associated functions: BlacksburgVA . LowerSantaCruzRiverBasinAZ . getDatesInWindow . repan . selectState . spellLengths . writeSim . wx . wxgenR . 
Some associated R codes: BlacksburgVA.R . LowerSantaCruzRiverBasin.R . getDatesInWindow.R . getPtpm.R . getTpars.R . lib.R . prepData.R . repan.R . selectState.R . simPamt.R . simTPocc.R . spellLengths.R . writeSim.R . wx.R . wxgenR.R .  Full wxgenR package functions and examples
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