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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- Trends and spatial variations of rain-on-snow events over the High Mountain Asia T. Yang et al. 10.1016/j.jhydrol.2022.128593
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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
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- 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
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- 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
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- 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
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- Global Snowmelt Onset Reflects Climate Variability: Insights from Spaceborne Radiometer Observations L. Zheng et al. 10.1175/JCLI-D-21-0265.1
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- 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
- A low-cost method for monitoring snow characteristics at remote field sites R. Tutton & R. Way 10.5194/tc-15-1-2021
- Detecting snowfall events over the Arctic using optical and microwave satellite measurements E. Jääskeläinen et al. 10.5194/hess-28-3855-2024
- Canadian In Situ Snow Cover Trends for 1955–2017 Including an Assessment of the Impact of Automation R. Brown et al. 10.1080/07055900.2021.1911781
- Spatiotemporal distribution of seasonal snow water equivalent in High Mountain Asia from an 18-year Landsat–MODIS era snow reanalysis dataset Y. Liu et al. 10.5194/tc-15-5261-2021
- Weather-Dependent Nonlinear Microwave Behavior of Seasonal High-Elevation Snowpacks Y. Cao & A. Barros 10.3390/rs12203422
- Reviews and syntheses: Recent advances in microwave remote sensing in support of terrestrial carbon cycle science in Arctic–boreal regions A. Mavrovic et al. 10.5194/bg-20-2941-2023
- Siberian Ecosystems as Drivers of Cryospheric Climate Feedbacks in the Terrestrial Arctic M. Loranty et al. 10.3389/fclim.2021.730943
- Investigating the ability of multiple reanalysis datasets to simulate snow depth variability over mainland China from 1981 to 2018 H. Zhang et al. 10.1175/JCLI-D-20-0804.1
- FROSTBYTE: a reproducible data-driven workflow for probabilistic seasonal streamflow forecasting in snow-fed river basins across North America L. Arnal et al. 10.5194/hess-28-4127-2024
- Surface hazards in North-west Europe following sudden stratospheric warming events R. Hall et al. 10.1088/1748-9326/acd0c3
- Towards an ensemble-based evaluation of land surface models in light of uncertain forcings and observations V. Arora et al. 10.5194/bg-20-1313-2023
- Tower-based C-band radar measurements of an alpine snowpack I. Brangers et al. 10.5194/tc-18-3177-2024
- How Well do Global Snow Products Characterize Snow Storage in High Mountain Asia? Y. Liu et al. 10.1029/2022GL100082
- Improved cloudy-sky snow albedo estimates using passive microwave and VIIRS data A. Jia et al. 10.1016/j.isprsjprs.2023.01.004
- Improved Simulation of Arctic Circumpolar Land Area Snow Properties and Soil Temperatures A. Royer et al. 10.3389/feart.2021.685140
Latest update: 10 Oct 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...