Articles | Volume 10, issue 3
https://doi.org/10.5194/hess-10-369-2006
© Author(s) 2006. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
https://doi.org/10.5194/hess-10-369-2006
© Author(s) 2006. This work is licensed under
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
the Creative Commons Attribution-NonCommercial-ShareAlike 2.5 License.
01 Jun 2006
A Bayesian spatial assimilation scheme for snow coverage observations in a gridded snow model
S. Kolberg
SINTEF Energy Research, Sem Sælands vei 11, 7465 Trondheim, Norway
H. Rue
Department of Mathematical Sciences, NTNU, 7491 Trondheim, Norway
L. Gottschalk
Department of Geosciences, University of Oslo. P.O. Box 1047 Blindern, 0316 Oslo, Norway
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Cited
21 citations as recorded by crossref.
- Generating Observation-Based Snow Depletion Curves for Use in Snow Cover Data Assimilation K. Arsenault & P. Houser https://doi.org/10.3390/geosciences8120484
- Modelling climate change effects on Atlantic salmon: Implications for mitigation in regulated rivers L. Sundt-Hansen et al. https://doi.org/10.1016/j.scitotenv.2018.03.058
- Shyft v4.8: a framework for uncertainty assessment and distributed hydrologic modeling for operational hydrology J. Burkhart et al. https://doi.org/10.5194/gmd-14-821-2021
- DEnKF–Variational Hybrid Snow Cover Fraction Data Assimilation for Improving Snow Simulations with the Common Land Model J. Xu et al. https://doi.org/10.3390/rs61110612
- Small-scale variation of snow in a regional permafrost model K. Gisnås et al. https://doi.org/10.5194/tc-10-1201-2016
- Improvement of the Snow Depth in the Common Land Model by Coupling a Two-Dimensional Deterministic Ensemble Model with a Variational Hybrid Snow Cover Fraction Data Assimilation Scheme and a New Observation Operator J. Xu et al. https://doi.org/10.1175/JHM-D-16-0149.1
- Forward-Looking Assimilation of MODIS-Derived Snow-Covered Area into a Land Surface Model B. Zaitchik & M. Rodell https://doi.org/10.1175/2008JHM1042.1
- How Does Snow Persistence Relate to Annual Streamflow in Mountain Watersheds of the Western U.S. With Wet Maritime and Dry Continental Climates? J. Hammond et al. https://doi.org/10.1002/2017WR021899
- Towards automated ‘Ground truth’ snow measurements—a review of operational and new measurement methods for Sweden, Norway, and Finland A. Lundberg et al. https://doi.org/10.1002/hyp.7658
- Improving hydropower inflow forecasts by assimilating snow data J. Magnusson et al. https://doi.org/10.2166/nh.2020.025
- Interannual stability of grid cell snow depletion curves as estimated from MODIS images S. Kolberg & L. Gottschalk https://doi.org/10.1029/2008WR007617
- Multivariate and Multiscale Data Assimilation in Terrestrial Systems: A Review C. Montzka et al. https://doi.org/10.3390/s121216291
- Progress in integrating remote sensing data and hydrologic modeling X. Xu et al. https://doi.org/10.1177/0309133314536583
- Interrelationships between MODIS/Terra remotely sensed snow cover and the hydrometeorology of the Quesnel River Basin, British Columbia, Canada J. Tong et al. https://doi.org/10.5194/hess-13-1439-2009
- Impact of Catchment Discretization and Imputed Radiation on Model Response: A Case Study from Central Himalayan Catchment B. Bhattarai et al. https://doi.org/10.3390/w12092339
- A Bayesian approach to snow water equivalent reconstruction M. Durand et al. https://doi.org/10.1029/2008JD009894
- Assimilating MODIS-based albedo and snow cover fraction into the Common Land Model to improve snow depth simulation with direct insertion and deterministic ensemble Kalman filter methods J. Xu & H. Shu https://doi.org/10.1002/2014JD022012
- Discharge sensitivity to snowmelt parameterization: a case study for Upper Beas basin in Himachal Pradesh, India T. Hegdahl et al. https://doi.org/10.2166/nh.2016.047
- Probabilistic postprocessing models for flow forecasts for a system of catchments and several lead times K. Engeland & I. Steinsland https://doi.org/10.1002/2012WR012757
- Operational snow mapping with simplified data assimilation using the seNorge snow model T. Saloranta https://doi.org/10.1016/j.jhydrol.2016.03.061
- Use of satellite-derived data for characterization of snow cover and simulation of snowmelt runoff through a distributed physically based model of runoff generation L. Kuchment et al. https://doi.org/10.5194/hess-14-339-2010
21 citations as recorded by crossref.
- Generating Observation-Based Snow Depletion Curves for Use in Snow Cover Data Assimilation K. Arsenault & P. Houser https://doi.org/10.3390/geosciences8120484
- Modelling climate change effects on Atlantic salmon: Implications for mitigation in regulated rivers L. Sundt-Hansen et al. https://doi.org/10.1016/j.scitotenv.2018.03.058
- Shyft v4.8: a framework for uncertainty assessment and distributed hydrologic modeling for operational hydrology J. Burkhart et al. https://doi.org/10.5194/gmd-14-821-2021
- DEnKF–Variational Hybrid Snow Cover Fraction Data Assimilation for Improving Snow Simulations with the Common Land Model J. Xu et al. https://doi.org/10.3390/rs61110612
- Small-scale variation of snow in a regional permafrost model K. Gisnås et al. https://doi.org/10.5194/tc-10-1201-2016
- Improvement of the Snow Depth in the Common Land Model by Coupling a Two-Dimensional Deterministic Ensemble Model with a Variational Hybrid Snow Cover Fraction Data Assimilation Scheme and a New Observation Operator J. Xu et al. https://doi.org/10.1175/JHM-D-16-0149.1
- Forward-Looking Assimilation of MODIS-Derived Snow-Covered Area into a Land Surface Model B. Zaitchik & M. Rodell https://doi.org/10.1175/2008JHM1042.1
- How Does Snow Persistence Relate to Annual Streamflow in Mountain Watersheds of the Western U.S. With Wet Maritime and Dry Continental Climates? J. Hammond et al. https://doi.org/10.1002/2017WR021899
- Towards automated ‘Ground truth’ snow measurements—a review of operational and new measurement methods for Sweden, Norway, and Finland A. Lundberg et al. https://doi.org/10.1002/hyp.7658
- Improving hydropower inflow forecasts by assimilating snow data J. Magnusson et al. https://doi.org/10.2166/nh.2020.025
- Interannual stability of grid cell snow depletion curves as estimated from MODIS images S. Kolberg & L. Gottschalk https://doi.org/10.1029/2008WR007617
- Multivariate and Multiscale Data Assimilation in Terrestrial Systems: A Review C. Montzka et al. https://doi.org/10.3390/s121216291
- Progress in integrating remote sensing data and hydrologic modeling X. Xu et al. https://doi.org/10.1177/0309133314536583
- Interrelationships between MODIS/Terra remotely sensed snow cover and the hydrometeorology of the Quesnel River Basin, British Columbia, Canada J. Tong et al. https://doi.org/10.5194/hess-13-1439-2009
- Impact of Catchment Discretization and Imputed Radiation on Model Response: A Case Study from Central Himalayan Catchment B. Bhattarai et al. https://doi.org/10.3390/w12092339
- A Bayesian approach to snow water equivalent reconstruction M. Durand et al. https://doi.org/10.1029/2008JD009894
- Assimilating MODIS-based albedo and snow cover fraction into the Common Land Model to improve snow depth simulation with direct insertion and deterministic ensemble Kalman filter methods J. Xu & H. Shu https://doi.org/10.1002/2014JD022012
- Discharge sensitivity to snowmelt parameterization: a case study for Upper Beas basin in Himachal Pradesh, India T. Hegdahl et al. https://doi.org/10.2166/nh.2016.047
- Probabilistic postprocessing models for flow forecasts for a system of catchments and several lead times K. Engeland & I. Steinsland https://doi.org/10.1002/2012WR012757
- Operational snow mapping with simplified data assimilation using the seNorge snow model T. Saloranta https://doi.org/10.1016/j.jhydrol.2016.03.061
- Use of satellite-derived data for characterization of snow cover and simulation of snowmelt runoff through a distributed physically based model of runoff generation L. Kuchment et al. https://doi.org/10.5194/hess-14-339-2010
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