Search engine for discovering works of Art, research articles, and books related to Art and Culture
ShareThis
Javascript must be enabled to continue!

airGRiwrm: an extension of the airGR R-package for handling Integrated Water Resources Management modeling

View through CrossRef
<p>IWRM modeling aims at representing interactions between humans and their environment (Badham et al. 2019), which can involve hydrological, surface-hydraulic, and groundwater models. Semi-distributed models implementing a simplified hydraulic propagation between sub-catchments are often used as IWRM model (Ficchi et al. 2014, Dorchies et al. 2016) because of the good trade-off they offer between simplification and result relevancy.<br><br>The R-package <strong>airGR</strong> (Coron et al., 2017, 2020) is widely used in the R language hydrology community and its recent development with semi-distributive (see Abstract EGU21-1371) capabilities allows to use it for IWRM modeling. The R-package <strong>airGRiwrm</strong> has been developed for multiple purposes linked to IWRM. First, it proposes a simplified network description for building semi-distributed models containing several sub-basins with diverse connections, which greatly simplifies the calibration and modeling steps. Then, it allows to easily integrate predefined flows (feedforward control) into the model, namely local flow injections or withdrawals. Finally, it integrates controllers that apply user-defined decision algorithms given model outputs during simulation (feedback control). The controllers allows for example to apply withdrawal restriction in case of drought, or to simulate a reservoir behaviour with complex management rules.</p><p>In this presentation, we will introduce the <strong>airGRiwrm</strong> possibilities and we will demonstrate its use on the case of the Seine River basin in France. </p><p> </p><p><strong>References:</strong></p><p>Badham, J., et al., 2019. Effective modeling for Integrated Water Resource Management: A guide to contextual practices by phases and steps and future opportunities. Environmental Modelling & Software 116, 40–56. https://doi.org/10.1016/j.envsoft.2019.02.013</p><p>Coron, L., Delaigue, O., Thirel, G., Perrin, C., Michel, C., 2020. airGR: Suite of GR Hydrological Models for Precipitation-Runoff Modelling. R package version 1.4.3.65. https://doi.org/10.15454/EX11NA</p><p>Coron, L., Thirel, G., Delaigue, O., Perrin, C., Andréassian, V., 2017. The suite of lumped GR hydrological models in an R package. Environmental Modelling & Software 94, 166–171. https://doi.org/10.1016/j.envsoft.2017.05.002</p><p>Dorchies, D., Thirel, G., Perrin, C., Bader, J.-C., Thepot, R., Rizzoli, J.-L., Jost, C., Demerliac, S., 2016. Climate change impacts on water resources and reservoir management in the Seine river basin (France). La Houille Blanche 32–37. https://doi.org/10.1051/lhb/2016047<br>Ficchi, A., Raso, L., Malaterre, P.-O., Dorchies, D., Jay-Allemand, M., 2014. Short Term Reservoirs Operation On The Seine River: Performance Analysis Of Tree-Based Model Predictive Control. Presented at the International Conference on Hydroinformatics, New York.</p>
Title: airGRiwrm: an extension of the airGR R-package for handling Integrated Water Resources Management modeling
Description:
<p>IWRM modeling aims at representing interactions between humans and their environment (Badham et al.
2019), which can involve hydrological, surface-hydraulic, and groundwater models.
Semi-distributed models implementing a simplified hydraulic propagation between sub-catchments are often used as IWRM model (Ficchi et al.
2014, Dorchies et al.
2016) because of the good trade-off they offer between simplification and result relevancy.
<br><br>The R-package <strong>airGR</strong> (Coron et al.
, 2017, 2020) is widely used in the R language hydrology community and its recent development with semi-distributive (see Abstract EGU21-1371) capabilities allows to use it for IWRM modeling.
The R-package <strong>airGRiwrm</strong> has been developed for multiple purposes linked to IWRM.
First, it proposes a simplified network description for building semi-distributed models containing several sub-basins with diverse connections, which greatly simplifies the calibration and modeling steps.
Then, it allows to easily integrate predefined flows (feedforward control) into the model, namely local flow injections or withdrawals.
Finally, it integrates controllers that apply user-defined decision algorithms given model outputs during simulation (feedback control).
The controllers allows for example to apply withdrawal restriction in case of drought, or to simulate a reservoir behaviour with complex management rules.
</p><p>In this presentation, we will introduce the <strong>airGRiwrm</strong> possibilities and we will demonstrate its use on the case of the Seine River basin in France.
 </p><p> </p><p><strong>References:</strong></p><p>Badham, J.
, et al.
, 2019.
Effective modeling for Integrated Water Resource Management: A guide to contextual practices by phases and steps and future opportunities.
Environmental Modelling & Software 116, 40–56.
https://doi.
org/10.
1016/j.
envsoft.
2019.
02.
013</p><p>Coron, L.
, Delaigue, O.
, Thirel, G.
, Perrin, C.
, Michel, C.
, 2020.
airGR: Suite of GR Hydrological Models for Precipitation-Runoff Modelling.
R package version 1.
4.
3.
65.
https://doi.
org/10.
15454/EX11NA</p><p>Coron, L.
, Thirel, G.
, Delaigue, O.
, Perrin, C.
, Andréassian, V.
, 2017.
The suite of lumped GR hydrological models in an R package.
Environmental Modelling & Software 94, 166–171.
https://doi.
org/10.
1016/j.
envsoft.
2017.
05.
002</p><p>Dorchies, D.
, Thirel, G.
, Perrin, C.
, Bader, J.
-C.
, Thepot, R.
, Rizzoli, J.
-L.
, Jost, C.
, Demerliac, S.
, 2016.
Climate change impacts on water resources and reservoir management in the Seine river basin (France).
La Houille Blanche 32–37.
https://doi.
org/10.
1051/lhb/2016047<br>Ficchi, A.
, Raso, L.
, Malaterre, P.
-O.
, Dorchies, D.
, Jay-Allemand, M.
, 2014.
Short Term Reservoirs Operation On The Seine River: Performance Analysis Of Tree-Based Model Predictive Control.
Presented at the International Conference on Hydroinformatics, New York.
</p>.

Related Results

New airGR developments: semi-distribution and data assimilation
New airGR developments: semi-distribution and data assimilation
<p>airGR (Coron et al., 2017, 2020) is an R package that offers the possibility to use the GR rainfall-runoff models developed in the Hydrology Research Group at INRA...
The airGR galaxy: hydrological tools around GR models
The airGR galaxy: hydrological tools around GR models
<p>As they are useful and convenient, rainfall-runoff models are widely used in research and engineering. Applications of rainfall-runoff models range from flood risk...
Integrated Water Resources Management Approaches to Improve Water Resources Governance
Integrated Water Resources Management Approaches to Improve Water Resources Governance
The water crisis can alternatively be called a governance crisis. Thus, the demand for good water governance to ensure effective water resources management and to attain specific w...
Integrated hydrological modelling for sustainable water allocation planning : Mkomazi Basin, South Africa case study
Integrated hydrological modelling for sustainable water allocation planning : Mkomazi Basin, South Africa case study
Allocation of freshwater resources between societal needs and natural ecological systems is of great concern for water managers. This development has challenged decision-makers reg...
Climate change modeling for water resources management : Tana Sub-Basin, Ethiopia
Climate change modeling for water resources management : Tana Sub-Basin, Ethiopia
This study, conducted in the Tana Sub-basin, Ethiopia, aimed to model the impact of climate change on water resources management. The Soil and Water Assessment Tool (SWAT), SPI gen...
A Seminar Title On the History and Evolution of Agricultural Extension in the Ethiopia Country
A Seminar Title On the History and Evolution of Agricultural Extension in the Ethiopia Country
Agricultural extension service began work in Ethiopia since 1931, during the establishment of Ambo Agricultural School. But a formal Agricultural extension started since Alemaya Im...
Environmental Surveillance Protocols for Highly Pathogenic Avian Influenza (HPAI) v2
Environmental Surveillance Protocols for Highly Pathogenic Avian Influenza (HPAI) v2
EnvironmentalSurveillance Protocols for Highly Pathogenic Avian Influenza (HPAI) This comprehensive protocol suite enables systematic environmental surveillance for avian influenza...

Back to Top