hydroState: Hidden Markov Modelling of Hydrological State Change
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>.
| Version: |
0.2.0.0 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
methods, DEoptim, sn, truncnorm, diagram, padr, zoo, graphics, checkmate |
| Suggests: |
knitr, rmarkdown, testthat (≥ 3.0.0), V8 |
| Published: |
2025-09-22 |
| Author: |
Tim Peterson 
[aut, cre, cph],
Thomas Westfall
[aut] |
| Maintainer: |
Tim Peterson <tim.peterson at monash.edu> |
| BugReports: |
https://github.com/peterson-tim-j/HydroState/issues |
| License: |
GPL-3 |
| URL: |
https://github.com/peterson-tim-j/HydroState,
https://peterson-tim-j.github.io/HydroState/ |
| NeedsCompilation: |
no |
| Citation: |
hydroState citation info |
| Materials: |
README, NEWS |
| CRAN checks: |
hydroState results |
Documentation:
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