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hydroState  

Hidden Markov Modelling of Hydrological State Change
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("hydroState", "0.2.0.0")



Attach the package and use:
library("hydroState")
Maintained by
Tim Peterson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-09-22
Latest Update: 2025-09-22
Description:
Identifies regime changes in streamflow runoff not explained by variations in precipitation. The package builds a flexible set of Hidden Markov Models of annual, seasonal or monthly streamflow runoff with precipitation as a predictor. Suites of models can be built for a single site, ranging from one to three states and each with differing combinations of error models and auto-correlation terms. The most parsimonious model is easily identified by AIC, and useful for understanding catchment drought non-recovery: Peterson TJ, Saft M, Peel MC & John A (2021) <doi:10.1126/science.abd5085>.
How to cite:
Tim Peterson (2025). hydroState: Hidden Markov Modelling of Hydrological State Change. R package version 0.2.0.0, https://cran.r-project.org/web/packages/hydroState. Accessed 05 Jun. 2026.
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Complete documentation for hydroState
Functions, R codes and Examples using the hydroState R package
Full hydroState package functions and examples
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