Articles | Volume 18, issue 2
https://doi.org/10.5194/hess-18-673-2014
© Author(s) 2014. 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-18-673-2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
19 Feb 2014
Research article |
| 19 Feb 2014
Assimilation of surface soil moisture into a multilayer soil model: design and evaluation at local scale
M. Parrens
CNRM-GAME – UMR3589, Météo-France, CNRS, Toulouse, France
J.-F. Mahfouf
CNRM-GAME – UMR3589, Météo-France, CNRS, Toulouse, France
A. L. Barbu
CNRM-GAME – UMR3589, Météo-France, CNRS, Toulouse, France
J.-C. Calvet
CNRM-GAME – UMR3589, Météo-France, CNRS, Toulouse, France
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Cited
29 citations as recorded by crossref.
- Suitability of modelled and remotely sensed essential climate variables for monitoring Euro-Mediterranean droughts C. Szczypta et al. 10.5194/gmd-7-931-2014
- Assimilation of SMOS soil moisture into a distributed hydrological model and impacts on the water cycle variables over the Ouémé catchment in Benin D. Leroux et al. 10.5194/hess-20-2827-2016
- Enhancing Model Skill by Assimilating SMOPS Blended Soil Moisture Product into Noah Land Surface Model J. Yin et al. 10.1175/JHM-D-14-0070.1
- Estimation of the L-Band Effective Scattering Albedo of Tropical Forests Using SMOS Observations M. Parrens et al. 10.1109/LGRS.2017.2703637
- Assimilation of passive microwave vegetation optical depth in LDAS-Monde: a case study over the continental USA A. Mucia et al. 10.5194/bg-19-2557-2022
- Bias-blind and bias-aware assimilation of leaf area index into the Noah-MP land surface model over Europe S. Scherrer et al. 10.5194/hess-27-4087-2023
- Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review G. Balsamo et al. 10.3390/rs10122038
- Simultaneous assimilation of in situ soil moisture and streamflow in the SWAT model using the Extended Kalman Filter L. Sun et al. 10.1016/j.jhydrol.2016.10.040
- Global ecosystem-scale plant hydraulic traits retrieved using model–data fusion Y. Liu et al. 10.5194/hess-25-2399-2021
- Assimilation of Leaf Area Index and Soil Water Index from Satellite Observations in a Land Surface Model in Hungary H. Tóth & B. Szintai 10.3390/atmos12080944
- Review of the Kalman-type hydrological data assimilation L. Sun et al. 10.1080/02626667.2015.1127376
- Assimilation of SMOS‐derived soil moisture in a fully integrated hydrological and soil‐vegetation‐atmosphere transfer model in Western Denmark M. Ridler et al. 10.1002/2014WR015392
- SMOS Neural Network Soil Moisture Data Assimilation in a Land Surface Model and Atmospheric Impact N. Rodríguez-Fernández et al. 10.3390/rs11111334
- Warm Season Evaluation of Soil Moisture Prediction in the Soil, Vegetation, and Snow (SVS) Scheme N. Alavi et al. 10.1175/JHM-D-15-0189.1
- Comparing the ensemble and extended Kalman filters for in situ soil moisture assimilation with contrasting conditions D. Fairbairn et al. 10.5194/hess-19-4811-2015
- Soil moisture background error covariance and data assimilation in a coupled land‐atmosphere model L. Lin et al. 10.1002/2015WR017548
- New Approach for Calculating the Effective Dielectric Constant of the Moist Soil for Microwaves C. Park et al. 10.3390/rs9070732
- Characteristics of Background Error Covariance of Soil Moisture and Atmospheric States in Strongly Coupled Land–Atmosphere Data Assimilation L. Lin & Z. Pu 10.1175/JAMC-D-18-0050.1
- Global-scale surface roughness effects at L-band as estimated from SMOS observations M. Parrens et al. 10.1016/j.rse.2016.04.006
- Assimilation of Screen-level Observations for Soil Moisture Analysis in the INM RAS-MSU Multilayer Soil Model Included in the SL-AV Global Atmospheric Modeling System S. Travova & M. Tolstykh 10.3103/S1068373922080015
- Impact of quality control of satellite soil moisture data on their assimilation into land surface model J. Yin et al. 10.1002/2014GL060659
- Modeling soil evaporation efficiency in a range of soil and atmospheric conditions using a meta‐analysis approach O. Merlin et al. 10.1002/2015WR018233
- Continental satellite soil moisture data assimilation improves root-zone moisture analysis for water resources assessment L. Renzullo et al. 10.1016/j.jhydrol.2014.08.008
- Considering combined or separated roughness and vegetation effects in soil moisture retrievals M. Parrens et al. 10.1016/j.jag.2016.11.001
- Reducing multiplicative bias of satellite soil moisture retrievals K. Kornelsen & P. Coulibaly 10.1016/j.rse.2015.04.031
- Improving Soil Moisture Estimation via Assimilation of Remote Sensing Product into the DSSAT Crop Model and Its Effect on Agricultural Drought Monitoring H. Zhou et al. 10.3390/rs14133187
- The Canadian Land Data Assimilation System (CaLDAS): Description and Synthetic Evaluation Study M. Carrera et al. 10.1175/JHM-D-14-0089.1
- Sequential assimilation of satellite-derived vegetation and soil moisture products using SURFEX_v8.0: LDAS-Monde assessment over the Euro-Mediterranean area C. Albergel et al. 10.5194/gmd-10-3889-2017
- Suitability of modelled and remotely sensed essential climate variables for monitoring Euro-Mediterranean droughts C. Szczypta et al. 10.5194/gmdd-6-5553-2013
28 citations as recorded by crossref.
- Suitability of modelled and remotely sensed essential climate variables for monitoring Euro-Mediterranean droughts C. Szczypta et al. 10.5194/gmd-7-931-2014
- Assimilation of SMOS soil moisture into a distributed hydrological model and impacts on the water cycle variables over the Ouémé catchment in Benin D. Leroux et al. 10.5194/hess-20-2827-2016
- Enhancing Model Skill by Assimilating SMOPS Blended Soil Moisture Product into Noah Land Surface Model J. Yin et al. 10.1175/JHM-D-14-0070.1
- Estimation of the L-Band Effective Scattering Albedo of Tropical Forests Using SMOS Observations M. Parrens et al. 10.1109/LGRS.2017.2703637
- Assimilation of passive microwave vegetation optical depth in LDAS-Monde: a case study over the continental USA A. Mucia et al. 10.5194/bg-19-2557-2022
- Bias-blind and bias-aware assimilation of leaf area index into the Noah-MP land surface model over Europe S. Scherrer et al. 10.5194/hess-27-4087-2023
- Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review G. Balsamo et al. 10.3390/rs10122038
- Simultaneous assimilation of in situ soil moisture and streamflow in the SWAT model using the Extended Kalman Filter L. Sun et al. 10.1016/j.jhydrol.2016.10.040
- Global ecosystem-scale plant hydraulic traits retrieved using model–data fusion Y. Liu et al. 10.5194/hess-25-2399-2021
- Assimilation of Leaf Area Index and Soil Water Index from Satellite Observations in a Land Surface Model in Hungary H. Tóth & B. Szintai 10.3390/atmos12080944
- Review of the Kalman-type hydrological data assimilation L. Sun et al. 10.1080/02626667.2015.1127376
- Assimilation of SMOS‐derived soil moisture in a fully integrated hydrological and soil‐vegetation‐atmosphere transfer model in Western Denmark M. Ridler et al. 10.1002/2014WR015392
- SMOS Neural Network Soil Moisture Data Assimilation in a Land Surface Model and Atmospheric Impact N. Rodríguez-Fernández et al. 10.3390/rs11111334
- Warm Season Evaluation of Soil Moisture Prediction in the Soil, Vegetation, and Snow (SVS) Scheme N. Alavi et al. 10.1175/JHM-D-15-0189.1
- Comparing the ensemble and extended Kalman filters for in situ soil moisture assimilation with contrasting conditions D. Fairbairn et al. 10.5194/hess-19-4811-2015
- Soil moisture background error covariance and data assimilation in a coupled land‐atmosphere model L. Lin et al. 10.1002/2015WR017548
- New Approach for Calculating the Effective Dielectric Constant of the Moist Soil for Microwaves C. Park et al. 10.3390/rs9070732
- Characteristics of Background Error Covariance of Soil Moisture and Atmospheric States in Strongly Coupled Land–Atmosphere Data Assimilation L. Lin & Z. Pu 10.1175/JAMC-D-18-0050.1
- Global-scale surface roughness effects at L-band as estimated from SMOS observations M. Parrens et al. 10.1016/j.rse.2016.04.006
- Assimilation of Screen-level Observations for Soil Moisture Analysis in the INM RAS-MSU Multilayer Soil Model Included in the SL-AV Global Atmospheric Modeling System S. Travova & M. Tolstykh 10.3103/S1068373922080015
- Impact of quality control of satellite soil moisture data on their assimilation into land surface model J. Yin et al. 10.1002/2014GL060659
- Modeling soil evaporation efficiency in a range of soil and atmospheric conditions using a meta‐analysis approach O. Merlin et al. 10.1002/2015WR018233
- Continental satellite soil moisture data assimilation improves root-zone moisture analysis for water resources assessment L. Renzullo et al. 10.1016/j.jhydrol.2014.08.008
- Considering combined or separated roughness and vegetation effects in soil moisture retrievals M. Parrens et al. 10.1016/j.jag.2016.11.001
- Reducing multiplicative bias of satellite soil moisture retrievals K. Kornelsen & P. Coulibaly 10.1016/j.rse.2015.04.031
- Improving Soil Moisture Estimation via Assimilation of Remote Sensing Product into the DSSAT Crop Model and Its Effect on Agricultural Drought Monitoring H. Zhou et al. 10.3390/rs14133187
- The Canadian Land Data Assimilation System (CaLDAS): Description and Synthetic Evaluation Study M. Carrera et al. 10.1175/JHM-D-14-0089.1
- Sequential assimilation of satellite-derived vegetation and soil moisture products using SURFEX_v8.0: LDAS-Monde assessment over the Euro-Mediterranean area C. Albergel et al. 10.5194/gmd-10-3889-2017
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