Package: airGRteaching 0.3.5

Olivier Delaigue

airGRteaching: Teaching Hydrological Modelling with the GR Rainfall-Runoff Models ('Shiny' Interface Included)

Add-on package to the 'airGR' package that simplifies its use and is aimed at being used for teaching hydrology. The package provides 1) three functions that allow to complete very simply a hydrological modelling exercise 2) plotting functions to help students to explore observed data and to interpret the results of calibration and simulation of the GR ('Génie rural') models 3) a 'Shiny' graphical interface that allows for displaying the impact of model parameters on hydrographs and models internal variables.

Authors:Olivier Delaigue [aut, cre], Laurent Coron [aut], Pierre Brigode [aut], Guillaume Thirel [aut]

airGRteaching_0.3.5.tar.gz
airGRteaching_0.3.5.tar.gz(r-4.7-any)airGRteaching_0.3.5.tar.gz(r-4.6-any)
airGRteaching_0.3.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
airGRteaching/json (API)

# Install 'airGRteaching' in R:
install.packages('airGRteaching', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/hydrogr/airgrteaching/issues

On CRAN:

Conda:

5.14 score 6 stars 57 scripts 870 downloads 7 exports 47 dependencies

Last updated from:311fa13f83. Checks:4 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK136
source / vignettesOK279
linux-release-x86_64OK138
wasm-releaseOK143

Exports:CalGRdyplotGetCritGetParamPrepGRShinyGRSimGR

Dependencies:airGRbase64encbslibcachemclicommonmarkdigestdygraphsevaluatefastmapfontawesomefsgluehighrhtmltoolshtmlwidgetshttpuvjquerylibjsonliteknitrlaterlatticelifecyclelitedownmagrittrmarkdownmemoisemimeotelplotrixpromisesR6rappdirsRcpprlangrmarkdownsassshinyshinyjssourcetoolstinytexwithrxfunxtablextsyamlzoo

Teaching hydrology with airGRteaching
Data loading | Understanding rainfall-runoff modelling | The role of model components and parameters | On the need to perform a model warm-up | Model calibration | Manual calibration | Automatic calibration | How to evaluate model calibration? | Streamflow transformation for model calibration | Impact of objective functions | Model evaluation and robustness | Split-sample test | Differential split-sample test | Other applications | References
Rendered fromv00_teaching_hydrology.rmdusingknitr::rmarkdown

Last update: 2025-02-11
Started: 2022-12-15

Reconstitution de débits
Énoncé | Contexte | Consignes | Modèle pluie-débit | Période de calage (et d’initialisation) | Critère de calage | Estimation manuelle des paramètres de GR2M | Calage automatique des paramètres de GR2M | Période d'évaluation | Période de simulation | Données disponibles | Éléments de correction | Chargement et mise en forme des données | Préparation des données pour GR2M | Calage manuel | Calage automatique | Evaluation | Reconstitution | Références
Rendered fromv01_FR_flow_reconstruction.rmdusingknitr::rmarkdown

Last update: 2024-07-24
Started: 2022-12-15

Streamflow reconstruction
Objective | Context | Instructions | Rainfall-runoff model | Calibration (and warm-up) period | Calibration criteria | Manual estimation of GR2M parameters | Automatic calibration of GR2M parameters | Evaluation period | Simulation period | Data available | Command lines for the production of simulations | Loading and formatting of data | Preparing the data for GR2M | Manual calibration | Automatic calibration | Evaluation | Reconstitution | References
Rendered fromv01_EN_flow_reconstruction.rmdusingknitr::rmarkdown

Last update: 2024-07-24
Started: 2022-12-15

Low-flow forecasting
Objective | Context | Instructions | Analysis of streamflow climatology | Rainfall-runoff model | Calibration (and warm-up) period | Calibration criterion | Automatic calibration of the model parameters | Simulation period | Pessimistic scenario of zero precipitation | Non-zero future precipitationscenario | Data available | Command lines for the production of simulations | Loading and formatting of data | Initial time series | Ploted time series | Observed time series | Forecast time series | Data processing for GR6J | GR6J calibration on the historical period | Pessimistic zero precipitation scenario | Non-zero future precipitation scenarios | References
Rendered fromv02_EN_flow_forecasting.rmdusingknitr::rmarkdown

Last update: 2024-07-24
Started: 2022-12-15

Prévision de bas débits
Énoncé | Contexte | Consignes | Analyse de la climatologie des débits | Modèle pluie-débit | Période de calage (et d’initialisation) | Critère de calage | Calage automatique des paramètres du modèle | Période de simulation | Scénario pessimiste de précipitations nulles | Scénario de précipitations futures non nulles | Données disponibles | Éléments de correction | Chargement et mise en forme des données | Initial time series | Ploted time series | Observed time series | Forecast time series | Préparation des données pour GR6J | Calage de GR6J sur la période historique | Scénarios de précipitations futures non nulles | Références
Rendered fromv02_FR_flow_forecasting.rmdusingknitr::rmarkdown

Last update: 2024-07-24
Started: 2022-12-15

Impact du changement climatique sur le régime des débits
Énoncé | Contexte | Consignes | Calcul du régime des débits | Génération des séries climatiques futures | Modèle pluie-débit et module de neige | Période de calage (et d’initialisation) | Critère de calage | Calage automatique des paramètres du modèle | Données disponibles | Éléments de correction | Chargement et mise en forme des données | Calage automatique de GR4J et de CemaNeige | Calcul des régimes observé et simulé sur la période CP | Génération des séries climatiques de la période future | Simulation pluie-débit sur la période future | Calculs du régime simulé sur la période CF | Références
Rendered fromv03_FR_impact_CC_flow.rmdusingknitr::rmarkdown

Last update: 2024-07-24
Started: 2022-12-15

Impact of climate change on streamflow regime
Objective | Context | Instructions | Calculation of the streamflow regime | Generation of future climate series | Rainfall-runoff model and snow module | Calibration (and warm-up) period | Calibration criterion | Automatic parameter calibration of the model | Data available | Command lines for the production of simulations | Loading and formatting of data | Automatic calibration of GR4J and CemaNeige | Calculation of the observed and simulated regimes over the present time | Generation of climate series for the future period | Rainfall-runoff simulation for the future period | Simulated streamflow regime calculations over the future period | References
Rendered fromv03_EN_impact_CC_flow.rmdusingknitr::rmarkdown

Last update: 2024-07-24
Started: 2022-12-15

Get Started with airGRteaching
Hydrological modelling in three steps | Preparation of input data | Calibration step | Simulation step | Formating outputs | Pre-defined graphical plots | Static plots | Dynamic plots | Graphical user interface
Rendered fromget_started.rmdusingknitr::rmarkdown

Last update: 2023-07-13
Started: 2018-03-21