Introduction | Scope | Loading catchment data | Settings for data assimilation | Ensemble size | Enable/disable the assimilation via EnKF or PF | Model uncertainties | Definition of DA settings | Ensemble meteorological forcings | Discharge observations for DA | DA-based discharge simulations | EnKF-based discharge simulations | PF-based discharge simulations | Comparative performance assessment | References
Package: airGRdatassim 0.1.4
Olivier Delaigue
airGRdatassim: Ensemble-Based Data Assimilation with GR Hydrological Models
Add-on to the 'airGR' package which provides the tools to assimilate observed discharges in daily GR hydrological models. The package consists in two functions allowing to perform the assimilation of observed discharges via the Ensemble Kalman filter or the Particle filter as described in Piazzi et al. (2021) <doi:10.1029/2020WR028390>.
Authors:
airGRdatassim_0.1.4.tar.gz
airGRdatassim_0.1.4.tar.gz(r-4.7-any)airGRdatassim_0.1.4.tar.gz(r-4.6-any)
airGRdatassim_0.1.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
airGRdatassim/json (API)
| # Install 'airGRdatassim' in R: |
| install.packages('airGRdatassim', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:a6ccfcba26. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 115 | ||
| source / vignettes | OK | 188 | ||
| linux-release-x86_64 | OK | 124 | ||
| wasm-release | OK | 109 |
Exports:CreateInputsPertRunModel_DA
Dependencies:airGR
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Ensemble-Based Data Assimilation with GR Hydrological Models | airGRdatassim-package airGRdatassim |
| Generation of ensemble model inputs for data assimilation | CreateInputsPert plot.InputsPert [.InputsPert |
| Run discharge simulations with ensemble-based data assimilation | plot.OutputsModelDA RunModel_DA [.OutputsModelDA |