airGR v1.3.2.23

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by Olivier Delaigue View Source

Suite of GR Hydrological Models for Precipitation-Runoff Modelling

Hydrological modelling tools developed at Irstea-Antony (HYCAR Research Unit, France). The package includes several conceptual rainfall-runoff models (GR4H, GR4J, GR5J, GR6J, GR2M, GR1A), a snow accumulation and melt model (CemaNeige) and the associated functions for their calibration and evaluation. Use help(airGR) for package description and references.

Functions in airGR

Name	Description
BasinObs	Data sample: time series of observations of different catchments
CreateRunOptions	Creation of the RunOptions object required to the RunModel functions
CreateInputsCrit	Creation of the InputsCrit object required to the ErrorCrit functions
Calibration	Calibration algorithm that optimises the error criterion selected as objective function using the provided functions
DataAltiExtrapolation_Valery	Altitudinal extrapolation of precipitation and temperature series described by A. Valery
CreateInputsModel	Creation of the InputsModel object required to the RunModel functions
Calibration_Michel	Calibration algorithm that optimises the error criterion selected as objective function using the Irstea procedure described by C. Michel
CreateCalibOptions	Creation of the CalibOptions object required but the Calibration functions
BasinInfo	Data sample: characteristics of a different catchments
CreateIniStates	Creation of the IniStates object possibly required by the CreateRunOptions functions
Param_Sets_GR4J	Generalist parameter sets for the GR4J model
RunModel	Run with the provided hydrological model function
PE_Oudin	Computation of series of potential evapotranspiration at the daily or hourly time steps with Oudin's formula
ErrorCrit_RMSE	Error criterion based on the RMSE
RunModel_CemaNeige	Run with the CemaNeige snow module
RunModel_CemaNeigeGR4H	Run with the CemaNeigeGR4H hydrological model
ErrorCrit_KGE	Error criterion based on the KGE formula
ErrorCrit	Error criterion using the provided function
ErrorCrit_KGE2	Error criterion based on the KGE' formula
ErrorCrit_NSE	Error criterion based on the NSE formula
RunModel_GR4J	Run with the GR4J hydrological model
RunModel_CemaNeigeGR6J	Run with the CemaNeigeGR6J hydrological model
RunModel_CemaNeigeGR5J	Run with the CemaNeigeGR5J hydrological model
RunModel_GR2M	Run with the GR2M hydrological model
RunModel_GR6J	Run with the GR6J hydrological model
RunModel_CemaNeigeGR4J	Run with the CemaNeigeGR4J hydrological model
SeriesAggreg	Conversion of time series to another time step (aggregation only)
RunModel_GR1A	Run with the GR1A hydrological model
TransfoParam	Transformation of the parameters using the provided function
RunModel_GR5J	Run with the GR5J hydrological model
RunModel_GR4H	Run with the GR4H hydrological model
plot.OutputsModel	Default preview of model outputs
airGR	Suite of GR Hydrological Models for Precipitation-Runoff Modelling
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Vignettes of airGR

Name
V00_airgr_ref.bib
V01_get_started.Rmd
V02.1_param_optim.Rmd
V02.2_param_mcmc.Rmd
V03_param_sets_GR4J.Rmd
V04_cemaneige_hysteresis.Rmd
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Details

Type	Package
Date	2019-06-20
License	GPL-2
URL	https://hydrogr.github.io/airGR/
NeedsCompilation	yes
Encoding	UTF-8
VignetteBuilder	knitr
Packaged	2019-06-20 12:07:45 UTC; olivier.delaigue
Repository	CRAN
Date/Publication	2019-06-21 08:20:30 UTC

suggests	coda , DEoptim , dplyr , FME , ggmcmc , hydroPSO , knitr , Rmalschains , rmarkdown
depends	R (>= 3.0.1)
Contributors	Laurent Coron, Charles Perrin, Claude Michel, Pierre Brigode, Nicolas Le Moine, Thibaut Mathevet, Safouane Mouelhi, Ludovic Oudin, Raji Pushpalatha, Guillaume Thirel, Vazken Andr<c3><a9>assian, Audrey Val<c3><a9>ry, Fran<c3><a7>ois Bourgin