Articles | Volume 14, issue 5
https://doi.org/10.5194/tc-14-1579-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/tc-14-1579-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Evaluation of long-term Northern Hemisphere snow water equivalent products
Colleen Mortimer
CORRESPONDING AUTHOR
Climate Research Division, Environment and Climate Change Canada,
Toronto, Canada
Lawrence Mudryk
Climate Research Division, Environment and Climate Change Canada,
Toronto, Canada
Chris Derksen
Climate Research Division, Environment and Climate Change Canada,
Toronto, Canada
Kari Luojus
Finnish Meteorological Institute, Helsinki, Finland
Ross Brown
Climate Research Division, Environment and Climate Change Canada,
Toronto, Canada
Richard Kelly
Department of Geography and Environmental Management, University of
Waterloo, Waterloo, Canada
Marco Tedesco
Lamont Doherty Earth Observatory, Columbia University, Palisades NY, NASA Goddard Institute for Space Studies, New York, USA
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- Combination of Snow Process Model Priors and Site Representativeness Evaluation to Improve the Global Snow Depth Retrieval Based on Passive Microwaves J. Pan et al. 10.1109/TGRS.2023.3276651
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- Quantifying the long-term changes of terrestrial water storage and their driving factors X. Shi et al. 10.1016/j.jhydrol.2024.131096
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- Validation of remotely sensed estimates of snow water equivalent using multiple reference datasets from the middle and high latitudes of China J. Yang et al. 10.1016/j.jhydrol.2020.125499
- A long-term daily gridded snow depth dataset for the Northern Hemisphere from 1980 to 2019 based on machine learning Y. Hu et al. 10.1080/20964471.2023.2177435
- Historical Northern Hemisphere snow cover trends and projected changes in the CMIP6 multi-model ensemble L. Mudryk et al. 10.5194/tc-14-2495-2020
- Snow Water Equivalent Monitoring—A Review of Large-Scale Remote Sensing Applications S. Schilling et al. 10.3390/rs16061085
- Reconstruction of a daily gridded snow water equivalent product for the land region above 45° N based on a ridge regression machine learning approach D. Shao et al. 10.5194/essd-14-795-2022
- GlobSnow v3.0 Northern Hemisphere snow water equivalent dataset K. Luojus et al. 10.1038/s41597-021-00939-2
- Variability and Changes of Unfrozen Soils Below Snowpack L. Gao et al. 10.1029/2021GL095354
- Deriving Snow Depth From ICESat-2 Lidar Multiple Scattering Measurements: Uncertainty Analyses X. Lu et al. 10.3389/frsen.2022.891481
- Evidence of human influence on Northern Hemisphere snow loss A. Gottlieb & J. Mankin 10.1038/s41586-023-06794-y
- A sub-monthly timescale causality between snow cover and surface air temperature in the Northern Hemisphere inferred by Liang–Kleeman information flow analysis Y. Takaya et al. 10.1007/s00382-024-07112-6
- Is snow drought a messenger for the upcoming severe drought period? A case study in the Upper Mississippi River Basin S. Yeşilköy et al. 10.1016/j.atmosres.2024.107553
- Snowpack Dynamics Influence Tree Growth and Signals in Tree Rings of Tianshan Mountain, Central Asia Y. Fan et al. 10.3390/rs15112849
- Global Snowmelt Onset Reflects Climate Variability: Insights from Spaceborne Radiometer Observations L. Zheng et al. 10.1175/JCLI-D-21-0265.1
- Snow Density Retrieval in Quebec Using Space-Borne SMOS Observations X. Gao et al. 10.3390/rs15082065
- South-North dipole in summer precipitation over Northeast China X. Shu et al. 10.1007/s00382-024-07256-5
- CLASSIC v1.0: the open-source community successor to the Canadian Land Surface Scheme (CLASS) and the Canadian Terrestrial Ecosystem Model (CTEM) – Part 2: Global benchmarking C. Seiler et al. 10.5194/gmd-14-2371-2021
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- SIPN South: six years of coordinated seasonal Antarctic sea ice predictions F. Massonnet et al. 10.3389/fmars.2023.1148899
- Winter snow cover influences growing-season vegetation productivity non-uniformly in the Northern Hemisphere H. Liu et al. 10.1038/s43247-023-01167-9
- Canadian historical Snow Water Equivalent dataset (CanSWE, 1928–2020) V. Vionnet et al. 10.5194/essd-13-4603-2021
- Exploring the Spatiotemporal Coverage of Terrestrial Snow Mass Using a Suite of Satellite Constellation Configurations L. Wang et al. 10.3390/rs14030633
- Benchmarking algorithm changes to the Snow CCI+ snow water equivalent product C. Mortimer et al. 10.1016/j.rse.2022.112988
- An Overview of Snow Water Equivalent: Methods, Challenges, and Future Outlook M. Taheri & A. Mohammadian 10.3390/su141811395
- Assessment of H SAF satellite snow products in hydrological applications over the Upper Euphrates Basin A. Şensoy et al. 10.1007/s00704-022-04292-1
- Retrieval of snow water equivalent from dual-frequency radar measurements: using time series to overcome the need for accurate a priori information M. Durand et al. 10.5194/tc-18-139-2024
- Drone-based ground-penetrating radar (GPR) application to snow hydrology E. Valence et al. 10.5194/tc-16-3843-2022
- Assessing robustness in global hydrological predictions by comparing modelling and Earth observations R. Pimentel et al. 10.1080/02626667.2023.2267544
- Evaluation and blending of ATMS and AMSR2 snow water equivalent retrievals over the conterminous United States Y. Gan et al. 10.1016/j.rse.2020.112280
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Latest update: 13 Dec 2024
Short summary
Existing stand-alone passive microwave SWE products have markedly different climatological SWE patterns compared to reanalysis-based datasets. The AMSR-E SWE has low spatial and temporal correlations with the four reanalysis-based products evaluated and GlobSnow and perform poorly in comparisons with snow transect data from Finland, Russia, and Canada. There is better agreement with in situ data when multiple SWE products, excluding the stand-alone passive microwave SWE products, are combined.
Existing stand-alone passive microwave SWE products have markedly different climatological SWE...