Articles | Volume 11, issue 1
https://doi.org/10.5194/tc-11-229-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/tc-11-229-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
27 Jan 2017
Research article |
| 27 Jan 2017
Microstructure representation of snow in coupled snowpack and microwave emission models
Melody Sandells
CORRESPONDING AUTHOR
CORES Science and Engineering Limited, Burnopfield, UK
Richard Essery
University of Edinburgh, Edinburgh, UK
Nick Rutter
Northumbria University, Newcastle-upon-Tyne, UK
Leanne Wake
Northumbria University, Newcastle-upon-Tyne, UK
Leena Leppänen
Finnish Meteorological Institute, Arctic Research Centre, Sodankylä, Finland
Juha Lemmetyinen
Finnish Meteorological Institute, Helsinki, Finland
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Cited
27 citations as recorded by crossref.
- Retrieval of Effective Correlation Length and Snow Water Equivalent from Radar and Passive Microwave Measurements J. Lemmetyinen et al. 10.3390/rs10020170
- GlobSnow v3.0 Northern Hemisphere snow water equivalent dataset K. Luojus et al. 10.1038/s41597-021-00939-2
- Solving Challenges of Assimilating Microwave Remote Sensing Signatures With a Physical Model to Estimate Snow Water Equivalent I. Merkouriadi et al. 10.1029/2021WR030119
- Effect of snow microstructure variability on Ku-band radar snow water equivalent retrievals N. Rutter et al. 10.5194/tc-13-3045-2019
- Assimilation of passive microwave AMSR-2 satellite observations in a snowpack evolution model over northeastern Canada F. Larue et al. 10.5194/hess-22-5711-2018
- Simulation and Assimilation of Passive Microwave Data Using a Snowpack Model Coupled to a Calibrated Radiative Transfer Model Over Northeastern Canada F. Larue et al. 10.1029/2017WR022132
- Validation of the SNTHERM Model Applied for Snow Depth, Grain Size, and Brightness Temperature Simulation at Meteorological Stations in China T. Chen et al. 10.3390/rs12030507
- Arctic and subarctic snow microstructure analysis for microwave brightness temperature simulations C. Vargel et al. 10.1016/j.rse.2020.111754
- Evaluation of stereology for snow microstructure measurement and microwave emission modeling: a case study J. Pan et al. 10.1080/17538947.2021.1902006
- Analysis of QualitySpec Trek Reflectance from Vertical Profiles of Taiga Snowpack L. Leppänen & A. Kontu 10.3390/geosciences8110404
- Spectral signatures of submicron scale light-absorbing impurities in snow and ice using hyperspectral microscopy A. DAL FARRA et al. 10.1017/jog.2018.29
- The influence of snow microstructure on dual-frequency radar measurements in a tundra environment J. King et al. 10.1016/j.rse.2018.05.028
- Review of snow water equivalent retrieval methods using spaceborne passive microwave radiometry N. Saberi et al. 10.1080/01431161.2019.1654144
- Review of Snow Data Assimilation Methods for Hydrological, Land Surface, Meteorological and Climate Models: Results from a COST HarmoSnow Survey J. Helmert et al. 10.3390/geosciences8120489
- Considerations for Ku-Band Radar Retrieval of Snow Water Equivalent at Mid-Latitude Ontario Agricultural Sites A. Thompson & R. Kelly 10.1080/07038992.2021.1898938
- Improving snow depth estimation by coupling HUT-optimized effective snow grain size parameters with the random forest approach J. Yang et al. 10.1016/j.rse.2021.112630
- SMRT: an active–passive microwave radiative transfer model for snow with multiple microstructure and scattering formulations (v1.0) G. Picard et al. 10.5194/gmd-11-2763-2018
- Snow wetness and density retrieved from L-band satellite radiometer observations over a site in the West Greenland ablation zone D. Houtz et al. 10.1016/j.rse.2019.111361
- Present‐Day Greenland Ice Sheet Climate and Surface Mass Balance in CESM2 L. van Kampenhout et al. 10.1029/2019JF005318
- Exploring the Utility of Machine Learning-Based Passive Microwave Brightness Temperature Data Assimilation over Terrestrial Snow in High Mountain Asia Y. Kwon et al. 10.3390/rs11192265
- Spatiotemporal Variation of Snow Depth in the Northern Hemisphere from 1992 to 2016 X. Xiao et al. 10.3390/rs12172728
- A Comprehensive Emission Model for Layered Irregular and Inhomogeneous Medium D. Bai et al. 10.1109/TGRS.2023.3249793
- Evaluation of Brightness Temperature Sensitivity to Snowpack Physical Properties Using Coupled Snow Physics and Microwave Radiative Transfer Models D. Kang et al. 10.1109/TGRS.2019.2932732
- Scattering of Thermal Microwave Radiation by Density Irregularities of Freshly Fallen and Fine-Grained Snow V. Golunov 10.1134/S1064226919090092
- X-Ray Tomography-Based Microstructure Representation in the Snow Microwave Radiative Transfer Model M. Sandells et al. 10.1109/TGRS.2021.3086412
- Improving the Snow Volume Scattering Algorithm in a Microwave Forward Model by Using Ground-Based Remote Sensing Snow Observations L. Dai et al. 10.1109/TGRS.2021.3064309
- Comparison of commonly-used microwave radiative transfer models for snow remote sensing A. Royer et al. 10.1016/j.rse.2016.12.020
26 citations as recorded by crossref.
- Retrieval of Effective Correlation Length and Snow Water Equivalent from Radar and Passive Microwave Measurements J. Lemmetyinen et al. 10.3390/rs10020170
- GlobSnow v3.0 Northern Hemisphere snow water equivalent dataset K. Luojus et al. 10.1038/s41597-021-00939-2
- Solving Challenges of Assimilating Microwave Remote Sensing Signatures With a Physical Model to Estimate Snow Water Equivalent I. Merkouriadi et al. 10.1029/2021WR030119
- Effect of snow microstructure variability on Ku-band radar snow water equivalent retrievals N. Rutter et al. 10.5194/tc-13-3045-2019
- Assimilation of passive microwave AMSR-2 satellite observations in a snowpack evolution model over northeastern Canada F. Larue et al. 10.5194/hess-22-5711-2018
- Simulation and Assimilation of Passive Microwave Data Using a Snowpack Model Coupled to a Calibrated Radiative Transfer Model Over Northeastern Canada F. Larue et al. 10.1029/2017WR022132
- Validation of the SNTHERM Model Applied for Snow Depth, Grain Size, and Brightness Temperature Simulation at Meteorological Stations in China T. Chen et al. 10.3390/rs12030507
- Arctic and subarctic snow microstructure analysis for microwave brightness temperature simulations C. Vargel et al. 10.1016/j.rse.2020.111754
- Evaluation of stereology for snow microstructure measurement and microwave emission modeling: a case study J. Pan et al. 10.1080/17538947.2021.1902006
- Analysis of QualitySpec Trek Reflectance from Vertical Profiles of Taiga Snowpack L. Leppänen & A. Kontu 10.3390/geosciences8110404
- Spectral signatures of submicron scale light-absorbing impurities in snow and ice using hyperspectral microscopy A. DAL FARRA et al. 10.1017/jog.2018.29
- The influence of snow microstructure on dual-frequency radar measurements in a tundra environment J. King et al. 10.1016/j.rse.2018.05.028
- Review of snow water equivalent retrieval methods using spaceborne passive microwave radiometry N. Saberi et al. 10.1080/01431161.2019.1654144
- Review of Snow Data Assimilation Methods for Hydrological, Land Surface, Meteorological and Climate Models: Results from a COST HarmoSnow Survey J. Helmert et al. 10.3390/geosciences8120489
- Considerations for Ku-Band Radar Retrieval of Snow Water Equivalent at Mid-Latitude Ontario Agricultural Sites A. Thompson & R. Kelly 10.1080/07038992.2021.1898938
- Improving snow depth estimation by coupling HUT-optimized effective snow grain size parameters with the random forest approach J. Yang et al. 10.1016/j.rse.2021.112630
- SMRT: an active–passive microwave radiative transfer model for snow with multiple microstructure and scattering formulations (v1.0) G. Picard et al. 10.5194/gmd-11-2763-2018
- Snow wetness and density retrieved from L-band satellite radiometer observations over a site in the West Greenland ablation zone D. Houtz et al. 10.1016/j.rse.2019.111361
- Present‐Day Greenland Ice Sheet Climate and Surface Mass Balance in CESM2 L. van Kampenhout et al. 10.1029/2019JF005318
- Exploring the Utility of Machine Learning-Based Passive Microwave Brightness Temperature Data Assimilation over Terrestrial Snow in High Mountain Asia Y. Kwon et al. 10.3390/rs11192265
- Spatiotemporal Variation of Snow Depth in the Northern Hemisphere from 1992 to 2016 X. Xiao et al. 10.3390/rs12172728
- A Comprehensive Emission Model for Layered Irregular and Inhomogeneous Medium D. Bai et al. 10.1109/TGRS.2023.3249793
- Evaluation of Brightness Temperature Sensitivity to Snowpack Physical Properties Using Coupled Snow Physics and Microwave Radiative Transfer Models D. Kang et al. 10.1109/TGRS.2019.2932732
- Scattering of Thermal Microwave Radiation by Density Irregularities of Freshly Fallen and Fine-Grained Snow V. Golunov 10.1134/S1064226919090092
- X-Ray Tomography-Based Microstructure Representation in the Snow Microwave Radiative Transfer Model M. Sandells et al. 10.1109/TGRS.2021.3086412
- Improving the Snow Volume Scattering Algorithm in a Microwave Forward Model by Using Ground-Based Remote Sensing Snow Observations L. Dai et al. 10.1109/TGRS.2021.3064309
1 citations as recorded by crossref.
Latest update: 18 Apr 2024
Short summary
This study looks at a wide range of options for simulating sensor signals for satellite monitoring of water stored as snow, though an ensemble of 1323 coupled snow evolution and microwave scattering models. The greatest improvements will be made with better computer simulations of how the snow microstructure changes, followed by how the microstructure scatters radiation at microwave frequencies. Snow compaction should also be considered in systems to monitor snow mass from space.
This study looks at a wide range of options for simulating sensor signals for satellite...
