Articles | Volume 14, issue 8
https://doi.org/10.5194/hess-14-1623-2010
© Author(s) 2010. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-14-1623-2010
© Author(s) 2010. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
A past discharges assimilation system for ensemble streamflow forecasts over France – Part 1: Description and validation of the assimilation system
G. Thirel
CNRM-GAME/GMME, Météo-France, URA 1357, Toulouse, France
IES, Joint Research Centre, European Commission, Ispra, Italy
E. Martin
CNRM-GAME/GMME, Météo-France, URA 1357, Toulouse, France
J.-F. Mahfouf
CNRM-GAME/GMME, Météo-France, URA 1357, Toulouse, France
S. Massart
URA CNRS/CERFACS No. 1875, Toulouse, France
S. Ricci
URA CNRS/CERFACS No. 1875, Toulouse, France
F. Habets
UMR Sisyphe, UPMC, ENSMP, CNRS, Paris, France
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Cited
46 citations as recorded by crossref.
- Assimilating in situ and radar altimetry data into a large-scale hydrologic-hydrodynamic model for streamflow forecast in the Amazon R. Paiva et al.
- Pipedream: An interactive digital twin model for natural and urban drainage systems M. Bartos & B. Kerkez
- An Agenda for Land Data Assimilation Priorities: Realizing the Promise of Terrestrial Water, Energy, and Vegetation Observations From Space S. Kumar et al.
- HESS Opinions "Forecaster priorities for improving probabilistic flood forecasts" F. Wetterhall et al.
- Assimilation of MODIS Snow Cover Area Data in a Distributed Hydrological Model Using the Particle Filter G. Thirel et al.
- Assimilation of stream discharge for flood forecasting: Updating a semidistributed model with an integrated data assimilation scheme Y. Li et al.
- Probabilistic Forecasts of Snow Water Equivalent and Runoff in Mountainous Areas* S. Jörg-Hess et al.
- Short-Term Reservoir Storage Frequency Relationships R. Wurbs et al.
- Probabilistic Conditioning and Recalibration of an Event-Based Flood Forecasting Model Using Real-Time Streamflow Observations K. Bahramian et al.
- A ‘Peak‐Box’ approach for supporting interpretation and verification of operational ensemble peak‐flow forecasts M. Zappa et al.
- Improving Soil Water Content and Surface Flux Estimation Based on Data Assimilation Technique H. Chen et al.
- Impact of improved meteorological forcing, profile of soil hydraulic conductivity and data assimilation on an operational Hydrological Ensemble Forecast System over France M. Coustau et al.
- The AquiFR hydrometeorological modelling platform as a tool for improving groundwater resource monitoring over France: evaluation over a 60-year period J. Vergnes et al.
- Towards predictive data-driven simulations of wildfire spread – Part I: Reduced-cost Ensemble Kalman Filter based on a Polynomial Chaos surrogate model for parameter estimation M. Rochoux et al.
- The effect of satellite-derived surface soil moisture and leaf area index land data assimilation on streamflow simulations over France D. Fairbairn et al.
- Benefits and limitations of data assimilation for discharge forecasting using an event-based rainfall–runoff model M. Coustau et al.
- An integrated error parameter estimation and lag-aware data assimilation scheme for real-time flood forecasting Y. Li et al.
- Assimilation de débits observés pour des prévisions hydrologiques probabilistes sur la France G. Thirel
- Hybrid residual modeling of pan evaporation in hyper-arid climates: Benchmarking interpretable neural architectures against physical drivers A. Alsumaiei
- Impact of streamflow data assimilation and length of the verification period on the quality of short-term ensemble hydrologic forecasts A. Randrianasolo et al.
- On the potential of variational calibration for a fully distributed hydrological model: application on a Mediterranean catchment M. Jay-Allemand et al.
- Evolutionary assimilation of streamflow in distributed hydrologic modeling using in-situ soil moisture data G. Dumedah & P. Coulibaly
- Advancing data assimilation in operational hydrologic forecasting: progresses, challenges, and emerging opportunities Y. Liu et al.
- Control theory-based data assimilation for hydraulic models as a decision support tool for hydropower systems: sequential, multi-metric tuning of the controllers M. Milašinović et al.
- Improving real-time flood forecasting updating through a complete and non-excessive precipitation adjustment S. Xu et al.
- When does a parsimonious model fail to simulate floods? Learning from the seasonality of model bias P. Astagneau et al.
- Hydro Genome Mapping: An Approach for the Diagnosis, Evaluation and Improving Prediction Capability of Hydro-Meteorological Models G. Dumedah
- A pan-African medium-range ensemble flood forecast system V. Thiemig et al.
- Correcting the radar rainfall forcing of a hydrological model with data assimilation: application to flood forecasting in the Lez catchment in Southern France E. Harader et al.
- Assessing model state and forecasts variation in hydrologic data assimilation J. Samuel et al.
- Local evaluation of the Interaction between Soil Biosphere Atmosphere soil multilayer diffusion scheme using four pedotransfer functions B. Decharme et al.
- Remote sensing data assimilation A. Nair et al.
- Assimilation of Synthetic SWOT River Depths in a Regional Hydrometeorological Model V. Häfliger et al.
- Analysis of the hydrological response of a distributed physically-based model using post-assimilation (EnKF) diagnostics of streamflow and in situ soil moisture observations M. Trudel et al.
- Sequential streamflow assimilation for short-term hydrological ensemble forecasting M. Abaza et al.
- Correction of upstream flow and hydraulic state with data assimilation in the context of flood forecasting S. Ricci et al.
- Integration of evolutionary based assimilation into Kalman-type methods for streamflow simulations in ungauged watersheds G. Dumedah & P. Coulibaly
- Catchment response to intense rainfall: Evaluating modelling hypotheses P. Astagneau et al.
- Sequential Data Assimilation for Streamflow Forecasting: Assessing the Sensitivity to Uncertainties and Updated Variables of a Conceptual Hydrological Model at Basin Scale G. Piazzi et al.
- Comparison of Sequential and Variational Streamflow Assimilation Techniques for Short-Term Hydrological Forecasting M. Abaza et al.
- Reduction of the uncertainties in the water level-discharge relation of a 1D hydraulic model in the context of operational flood forecasting J. Habert et al.
- Operational hydrological data assimilation with the recursive ensemble Kalman filter H. McMillan et al.
- Variational assimilation of streamflow data in distributed flood forecasting G. Ercolani & F. Castelli
- Evaluating forecasting performance for data assimilation methods: The ensemble Kalman filter, the particle filter, and the evolutionary-based assimilation G. Dumedah & P. Coulibaly
- Hydrological data assimilation with the Ensemble Square-Root-Filter: Use of streamflow observations to update model states for real-time flash flood forecasting H. Chen et al.
- Uncertainty in satellite remote sensing of snow fraction for water resources management I. Appel
46 citations as recorded by crossref.
- Assimilating in situ and radar altimetry data into a large-scale hydrologic-hydrodynamic model for streamflow forecast in the Amazon R. Paiva et al.
- Pipedream: An interactive digital twin model for natural and urban drainage systems M. Bartos & B. Kerkez
- An Agenda for Land Data Assimilation Priorities: Realizing the Promise of Terrestrial Water, Energy, and Vegetation Observations From Space S. Kumar et al.
- HESS Opinions "Forecaster priorities for improving probabilistic flood forecasts" F. Wetterhall et al.
- Assimilation of MODIS Snow Cover Area Data in a Distributed Hydrological Model Using the Particle Filter G. Thirel et al.
- Assimilation of stream discharge for flood forecasting: Updating a semidistributed model with an integrated data assimilation scheme Y. Li et al.
- Probabilistic Forecasts of Snow Water Equivalent and Runoff in Mountainous Areas* S. Jörg-Hess et al.
- Short-Term Reservoir Storage Frequency Relationships R. Wurbs et al.
- Probabilistic Conditioning and Recalibration of an Event-Based Flood Forecasting Model Using Real-Time Streamflow Observations K. Bahramian et al.
- A ‘Peak‐Box’ approach for supporting interpretation and verification of operational ensemble peak‐flow forecasts M. Zappa et al.
- Improving Soil Water Content and Surface Flux Estimation Based on Data Assimilation Technique H. Chen et al.
- Impact of improved meteorological forcing, profile of soil hydraulic conductivity and data assimilation on an operational Hydrological Ensemble Forecast System over France M. Coustau et al.
- The AquiFR hydrometeorological modelling platform as a tool for improving groundwater resource monitoring over France: evaluation over a 60-year period J. Vergnes et al.
- Towards predictive data-driven simulations of wildfire spread – Part I: Reduced-cost Ensemble Kalman Filter based on a Polynomial Chaos surrogate model for parameter estimation M. Rochoux et al.
- The effect of satellite-derived surface soil moisture and leaf area index land data assimilation on streamflow simulations over France D. Fairbairn et al.
- Benefits and limitations of data assimilation for discharge forecasting using an event-based rainfall–runoff model M. Coustau et al.
- An integrated error parameter estimation and lag-aware data assimilation scheme for real-time flood forecasting Y. Li et al.
- Assimilation de débits observés pour des prévisions hydrologiques probabilistes sur la France G. Thirel
- Hybrid residual modeling of pan evaporation in hyper-arid climates: Benchmarking interpretable neural architectures against physical drivers A. Alsumaiei
- Impact of streamflow data assimilation and length of the verification period on the quality of short-term ensemble hydrologic forecasts A. Randrianasolo et al.
- On the potential of variational calibration for a fully distributed hydrological model: application on a Mediterranean catchment M. Jay-Allemand et al.
- Evolutionary assimilation of streamflow in distributed hydrologic modeling using in-situ soil moisture data G. Dumedah & P. Coulibaly
- Advancing data assimilation in operational hydrologic forecasting: progresses, challenges, and emerging opportunities Y. Liu et al.
- Control theory-based data assimilation for hydraulic models as a decision support tool for hydropower systems: sequential, multi-metric tuning of the controllers M. Milašinović et al.
- Improving real-time flood forecasting updating through a complete and non-excessive precipitation adjustment S. Xu et al.
- When does a parsimonious model fail to simulate floods? Learning from the seasonality of model bias P. Astagneau et al.
- Hydro Genome Mapping: An Approach for the Diagnosis, Evaluation and Improving Prediction Capability of Hydro-Meteorological Models G. Dumedah
- A pan-African medium-range ensemble flood forecast system V. Thiemig et al.
- Correcting the radar rainfall forcing of a hydrological model with data assimilation: application to flood forecasting in the Lez catchment in Southern France E. Harader et al.
- Assessing model state and forecasts variation in hydrologic data assimilation J. Samuel et al.
- Local evaluation of the Interaction between Soil Biosphere Atmosphere soil multilayer diffusion scheme using four pedotransfer functions B. Decharme et al.
- Remote sensing data assimilation A. Nair et al.
- Assimilation of Synthetic SWOT River Depths in a Regional Hydrometeorological Model V. Häfliger et al.
- Analysis of the hydrological response of a distributed physically-based model using post-assimilation (EnKF) diagnostics of streamflow and in situ soil moisture observations M. Trudel et al.
- Sequential streamflow assimilation for short-term hydrological ensemble forecasting M. Abaza et al.
- Correction of upstream flow and hydraulic state with data assimilation in the context of flood forecasting S. Ricci et al.
- Integration of evolutionary based assimilation into Kalman-type methods for streamflow simulations in ungauged watersheds G. Dumedah & P. Coulibaly
- Catchment response to intense rainfall: Evaluating modelling hypotheses P. Astagneau et al.
- Sequential Data Assimilation for Streamflow Forecasting: Assessing the Sensitivity to Uncertainties and Updated Variables of a Conceptual Hydrological Model at Basin Scale G. Piazzi et al.
- Comparison of Sequential and Variational Streamflow Assimilation Techniques for Short-Term Hydrological Forecasting M. Abaza et al.
- Reduction of the uncertainties in the water level-discharge relation of a 1D hydraulic model in the context of operational flood forecasting J. Habert et al.
- Operational hydrological data assimilation with the recursive ensemble Kalman filter H. McMillan et al.
- Variational assimilation of streamflow data in distributed flood forecasting G. Ercolani & F. Castelli
- Evaluating forecasting performance for data assimilation methods: The ensemble Kalman filter, the particle filter, and the evolutionary-based assimilation G. Dumedah & P. Coulibaly
- Hydrological data assimilation with the Ensemble Square-Root-Filter: Use of streamflow observations to update model states for real-time flash flood forecasting H. Chen et al.
- Uncertainty in satellite remote sensing of snow fraction for water resources management I. Appel
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