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
Viewed
Total article views: 6,540 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 05 Dec 2019)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
4,815 | 1,618 | 107 | 6,540 | 105 | 111 |
- HTML: 4,815
- PDF: 1,618
- XML: 107
- Total: 6,540
- BibTeX: 105
- EndNote: 111
Total article views: 5,703 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 15 May 2020)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
4,371 | 1,231 | 101 | 5,703 | 99 | 101 |
- HTML: 4,371
- PDF: 1,231
- XML: 101
- Total: 5,703
- BibTeX: 99
- EndNote: 101
Total article views: 837 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 05 Dec 2019)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
444 | 387 | 6 | 837 | 6 | 10 |
- HTML: 444
- PDF: 387
- XML: 6
- Total: 837
- BibTeX: 6
- EndNote: 10
Viewed (geographical distribution)
Total article views: 6,540 (including HTML, PDF, and XML)
Thereof 5,690 with geography defined
and 850 with unknown origin.
Total article views: 5,703 (including HTML, PDF, and XML)
Thereof 4,991 with geography defined
and 712 with unknown origin.
Total article views: 837 (including HTML, PDF, and XML)
Thereof 699 with geography defined
and 138 with unknown origin.
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Country | # | Views | % |
---|
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
1
Cited
86 citations as recorded by crossref.
- Assessment of Arctic seasonal snow cover rates of change C. Derksen & L. Mudryk 10.5194/tc-17-1431-2023
- New northern snowpack classification linked to vegetation cover on a latitudinal mega-transect across northeastern Canada A. Royer et al. 10.1080/11956860.2021.1898775
- Forest carbon uptake as influenced by snowpack and length of photosynthesis season in seasonally snow-covered forests of North America J. Yang et al. 10.1016/j.agrformet.2024.110054
- A New Method to Simulate the Microwave Effective Snow Grain Size in the Northern Hemisphere Without Using Snow Depth Priors J. Yang et al. 10.1109/JSTARS.2024.3441817
- Polycyclic aromatic compounds in a northern freshwater ecosystem: Patterns, sources, and the influences of environmental factors J. Stalwick et al. 10.1016/j.envpol.2024.123962
- Contribution of Snow-Melt Water to the Streamflow over the Three-River Headwater Region, China S. Li et al. 10.3390/rs13081585
- Impact of dynamic snow density on GlobSnow snow water equivalent retrieval accuracy P. Venäläinen et al. 10.5194/tc-15-2969-2021
- Changes in March mean snow water equivalent since the mid-20th century and the contributing factors in reanalyses and CMIP6 climate models J. Räisänen 10.5194/tc-17-1913-2023
- Low Cost and Compact FMCW 24 GHz Radar Applications for Snowpack and Ice Thickness Measurements P. Pomerleau et al. 10.3390/s20143909
- A simple snow temperature index model exposes discrepancies between reanalysis snow water equivalent products A. Elias Chereque et al. 10.5194/tc-18-4955-2024
- Implementing spatially and temporally varying snow densities into the GlobSnow snow water equivalent retrieval P. Venäläinen et al. 10.5194/tc-17-719-2023
- Evaluation of snow cover properties in ERA5 and ERA5-Land with several satellite-based datasets in the Northern Hemisphere in spring 1982–2018 K. Kouki et al. 10.5194/tc-17-5007-2023
- A Multifactor Eigenvector Spatial Filtering-Based Method for Resolution-Enhanced Snow Water Equivalent Estimation in the Western United States Y. Chen et al. 10.3390/rs15153821
- Optimization and Validation of Soil Frozen‐Thawing Parameterizations in Noah‐MP K. Yang et al. 10.1029/2022JD038217
- Trends and spatial variations of rain-on-snow events over the High Mountain Asia T. Yang et al. 10.1016/j.jhydrol.2022.128593
- Temporal stability of long-term satellite and reanalysis products to monitor snow cover trends R. Urraca & N. Gobron 10.5194/tc-17-1023-2023
- Snow Depth Fusion Based on Machine Learning Methods for the Northern Hemisphere Y. Hu et al. 10.3390/rs13071250
- Variation of Snow Mass in a Regional Climate Model Downscaling Simulation Covering the Tianshan Mountains, Central Asia T. Yang et al. 10.1029/2020JD034183
- Are vegetation influences on Arctic–boreal snow melt rates detectable across the Northern Hemisphere? H. Kropp et al. 10.1088/1748-9326/ac8fa7
- Evaluating Operational Risk in Environmental Modeling: Assessment of Reliability and Sharpness for Ensemble Selection S. Pokorny et al. 10.1061/JHYEFF.HEENG-5833
- Evaluation of snow depth from multiple observation-based, reanalysis, and regional climate model datasets over a low-altitude Central European region Á. Varga & H. Breuer 10.1007/s00704-023-04539-5
- Global Sensitivity Analysis of the MEMLS Model for Retrieving Snow Water Equivalent S. Gao et al. 10.1109/TGRS.2021.3134695
- 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
- Uncertainty Characterization of Ground‐Based, Satellite, and Reanalysis Snow Depth Products Using Extended Triple Collocation D. Qiao et al. 10.1029/2021WR030895
- The impacts of modelling prescribed vs. dynamic land cover in a high-CO2 future scenario – greening of the Arctic and Amazonian dieback S. Kou-Giesbrecht et al. 10.5194/bg-21-3339-2024
- Snow Depth Estimation and Spatial and Temporal Variation Analysis in Tuha Region Based on Multi-Source Data W. Yang et al. 10.3390/su16145980
- Why Do CMIP6 Models Fail to Simulate Snow Depth in Terms of Temporal Change and High Mountain Snow of China Skillfully? H. Zhang et al. 10.1029/2022GL098888
- Snow water equivalent retrieved from X- and dual Ku-band scatterometer measurements at Sodankylä using the Markov Chain Monte Carlo method J. Pan et al. 10.5194/tc-18-1561-2024
- Evaluation of Remote Sensing and Reanalysis Snow Depth Datasets over the Northern Hemisphere during 1980–2016 L. Xiao et al. 10.3390/rs12193253
- Snow water equivalent change mapping from slope-correlated synthetic aperture radar interferometry (InSAR) phase variations J. Eppler et al. 10.5194/tc-16-1497-2022
- Northern Hemisphere Snow Drought in Earth System Model Simulations and ERA5‐Land Data in 1980–2014 Y. Fang & L. Leung 10.1029/2023JD039308
- Mapping of snow water equivalent by a deep-learning model assimilating snow observations G. Cui et al. 10.1016/j.jhydrol.2022.128835
- Snow Representation over Siberia in Operational Seasonal Forecasting Systems D. Risto et al. 10.3390/atmos13071002
- Snow depth in high-resolution regional climate model simulations over southern Germany – suitable for extremes and impact-related research? B. Poschlod & A. Daloz 10.5194/tc-18-1959-2024
- Precipitation biases and snow physics limitations drive the uncertainties in macroscale modeled snow water equivalent E. Cho et al. 10.5194/hess-26-5721-2022
- A zero-inflated spatiotemporal analysis for snowpack variations and influence of environmental factors in the Northern Hemisphere J. Yang et al. 10.1016/j.jhydrol.2022.128760
- 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
- Characterizing tundra snow sub-pixel variability to improve brightness temperature estimation in satellite SWE retrievals J. Meloche et al. 10.5194/tc-16-87-2022
- The future of tundra carbon storage in Greenland – Sensitivity to climate and plant trait changes E. López-Blanco et al. 10.1016/j.scitotenv.2022.157385
- Which global reanalysis dataset has better representativeness in snow cover on the Tibetan Plateau? S. Yan et al. 10.5194/tc-18-4089-2024
- Evaluating the Performance of the Canadian Land Surface Scheme Including Biogeochemical Cycles (CLASSIC) Tailored to the Pan‐Canadian Domain S. Curasi et al. 10.1029/2022MS003480
- Quantifying the long-term changes of terrestrial water storage and their driving factors X. Shi et al. 10.1016/j.jhydrol.2024.131096
- A novel global snow depth retrieval method considering snow metamorphism and forest influence S. Gao et al. 10.1016/j.rse.2023.113712
- 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
- Seasonal variations and long-term trends of groundwater over the Canadian landmass J. Li & S. Wang 10.1007/s10040-022-02460-1
- 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
- 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
86 citations as recorded by crossref.
- Assessment of Arctic seasonal snow cover rates of change C. Derksen & L. Mudryk 10.5194/tc-17-1431-2023
- New northern snowpack classification linked to vegetation cover on a latitudinal mega-transect across northeastern Canada A. Royer et al. 10.1080/11956860.2021.1898775
- Forest carbon uptake as influenced by snowpack and length of photosynthesis season in seasonally snow-covered forests of North America J. Yang et al. 10.1016/j.agrformet.2024.110054
- A New Method to Simulate the Microwave Effective Snow Grain Size in the Northern Hemisphere Without Using Snow Depth Priors J. Yang et al. 10.1109/JSTARS.2024.3441817
- Polycyclic aromatic compounds in a northern freshwater ecosystem: Patterns, sources, and the influences of environmental factors J. Stalwick et al. 10.1016/j.envpol.2024.123962
- Contribution of Snow-Melt Water to the Streamflow over the Three-River Headwater Region, China S. Li et al. 10.3390/rs13081585
- Impact of dynamic snow density on GlobSnow snow water equivalent retrieval accuracy P. Venäläinen et al. 10.5194/tc-15-2969-2021
- Changes in March mean snow water equivalent since the mid-20th century and the contributing factors in reanalyses and CMIP6 climate models J. Räisänen 10.5194/tc-17-1913-2023
- Low Cost and Compact FMCW 24 GHz Radar Applications for Snowpack and Ice Thickness Measurements P. Pomerleau et al. 10.3390/s20143909
- A simple snow temperature index model exposes discrepancies between reanalysis snow water equivalent products A. Elias Chereque et al. 10.5194/tc-18-4955-2024
- Implementing spatially and temporally varying snow densities into the GlobSnow snow water equivalent retrieval P. Venäläinen et al. 10.5194/tc-17-719-2023
- Evaluation of snow cover properties in ERA5 and ERA5-Land with several satellite-based datasets in the Northern Hemisphere in spring 1982–2018 K. Kouki et al. 10.5194/tc-17-5007-2023
- A Multifactor Eigenvector Spatial Filtering-Based Method for Resolution-Enhanced Snow Water Equivalent Estimation in the Western United States Y. Chen et al. 10.3390/rs15153821
- Optimization and Validation of Soil Frozen‐Thawing Parameterizations in Noah‐MP K. Yang et al. 10.1029/2022JD038217
- Trends and spatial variations of rain-on-snow events over the High Mountain Asia T. Yang et al. 10.1016/j.jhydrol.2022.128593
- Temporal stability of long-term satellite and reanalysis products to monitor snow cover trends R. Urraca & N. Gobron 10.5194/tc-17-1023-2023
- Snow Depth Fusion Based on Machine Learning Methods for the Northern Hemisphere Y. Hu et al. 10.3390/rs13071250
- Variation of Snow Mass in a Regional Climate Model Downscaling Simulation Covering the Tianshan Mountains, Central Asia T. Yang et al. 10.1029/2020JD034183
- Are vegetation influences on Arctic–boreal snow melt rates detectable across the Northern Hemisphere? H. Kropp et al. 10.1088/1748-9326/ac8fa7
- Evaluating Operational Risk in Environmental Modeling: Assessment of Reliability and Sharpness for Ensemble Selection S. Pokorny et al. 10.1061/JHYEFF.HEENG-5833
- Evaluation of snow depth from multiple observation-based, reanalysis, and regional climate model datasets over a low-altitude Central European region Á. Varga & H. Breuer 10.1007/s00704-023-04539-5
- Global Sensitivity Analysis of the MEMLS Model for Retrieving Snow Water Equivalent S. Gao et al. 10.1109/TGRS.2021.3134695
- 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
- Uncertainty Characterization of Ground‐Based, Satellite, and Reanalysis Snow Depth Products Using Extended Triple Collocation D. Qiao et al. 10.1029/2021WR030895
- The impacts of modelling prescribed vs. dynamic land cover in a high-CO2 future scenario – greening of the Arctic and Amazonian dieback S. Kou-Giesbrecht et al. 10.5194/bg-21-3339-2024
- Snow Depth Estimation and Spatial and Temporal Variation Analysis in Tuha Region Based on Multi-Source Data W. Yang et al. 10.3390/su16145980
- Why Do CMIP6 Models Fail to Simulate Snow Depth in Terms of Temporal Change and High Mountain Snow of China Skillfully? H. Zhang et al. 10.1029/2022GL098888
- Snow water equivalent retrieved from X- and dual Ku-band scatterometer measurements at Sodankylä using the Markov Chain Monte Carlo method J. Pan et al. 10.5194/tc-18-1561-2024
- Evaluation of Remote Sensing and Reanalysis Snow Depth Datasets over the Northern Hemisphere during 1980–2016 L. Xiao et al. 10.3390/rs12193253
- Snow water equivalent change mapping from slope-correlated synthetic aperture radar interferometry (InSAR) phase variations J. Eppler et al. 10.5194/tc-16-1497-2022
- Northern Hemisphere Snow Drought in Earth System Model Simulations and ERA5‐Land Data in 1980–2014 Y. Fang & L. Leung 10.1029/2023JD039308
- Mapping of snow water equivalent by a deep-learning model assimilating snow observations G. Cui et al. 10.1016/j.jhydrol.2022.128835
- Snow Representation over Siberia in Operational Seasonal Forecasting Systems D. Risto et al. 10.3390/atmos13071002
- Snow depth in high-resolution regional climate model simulations over southern Germany – suitable for extremes and impact-related research? B. Poschlod & A. Daloz 10.5194/tc-18-1959-2024
- Precipitation biases and snow physics limitations drive the uncertainties in macroscale modeled snow water equivalent E. Cho et al. 10.5194/hess-26-5721-2022
- A zero-inflated spatiotemporal analysis for snowpack variations and influence of environmental factors in the Northern Hemisphere J. Yang et al. 10.1016/j.jhydrol.2022.128760
- 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
- Characterizing tundra snow sub-pixel variability to improve brightness temperature estimation in satellite SWE retrievals J. Meloche et al. 10.5194/tc-16-87-2022
- The future of tundra carbon storage in Greenland – Sensitivity to climate and plant trait changes E. López-Blanco et al. 10.1016/j.scitotenv.2022.157385
- Which global reanalysis dataset has better representativeness in snow cover on the Tibetan Plateau? S. Yan et al. 10.5194/tc-18-4089-2024
- Evaluating the Performance of the Canadian Land Surface Scheme Including Biogeochemical Cycles (CLASSIC) Tailored to the Pan‐Canadian Domain S. Curasi et al. 10.1029/2022MS003480
- Quantifying the long-term changes of terrestrial water storage and their driving factors X. Shi et al. 10.1016/j.jhydrol.2024.131096
- A novel global snow depth retrieval method considering snow metamorphism and forest influence S. Gao et al. 10.1016/j.rse.2023.113712
- 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
- Seasonal variations and long-term trends of groundwater over the Canadian landmass J. Li & S. Wang 10.1007/s10040-022-02460-1
- 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
- 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: 14 Nov 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...