Articles | Volume 10, issue 6
https://doi.org/10.5194/tc-10-2589-2016
© Author(s) 2016. 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-10-2589-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
03 Nov 2016
Research article |
| 03 Nov 2016
Frequency and distribution of winter melt events from passive microwave satellite data in the pan-Arctic, 1988–2013
Climate Processes Section, Climate Research Division, Environment
and Climate Change Canada, Toronto, Ontario, Canada
Peter Toose
Climate Processes Section, Climate Research Division, Environment
and Climate Change Canada, Toronto, Ontario, Canada
Ross Brown
Climate Processes Section, Climate Research Division, Environment
and Climate Change Canada@Ouranos, Montreal, Québec, Canada
Chris Derksen
Climate Processes Section, Climate Research Division, Environment
and Climate Change Canada, Toronto, Ontario, Canada
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Cited
14 citations as recorded by crossref.
- A random-forest-derived 35-year snow phenology record reveals climate trends in the Yukon River Basin C. Pan et al. 10.5194/tc-19-2797-2025
- Meteorological inventory of rain-on-snow events in the Canadian Arctic Archipelago and satellite detection assessment using passive microwave data C. Dolant et al. 10.1080/02723646.2017.1400339
- Snow Phenology and Hydrologic Timing in the Yukon River Basin, AK, USA C. Pan et al. 10.3390/rs13122284
- An Analysis of Powder, Hard-Packed, and Wet Snow in High Mountain Areas Based on SAR, Optical Data, and In Situ Data A. Stoyanov et al. 10.3390/rs17091649
- Ecosystem-based monitoring in the age of rapid climate change and new technologies R. Ims & N. Yoccoz 10.1016/j.cosust.2018.01.003
- A Long-Term Passive Microwave Snowoff Record for the Alaska Region 1988–2016 C. Pan et al. 10.3390/rs12010153
- Rain-on-snow events in Alaska, their frequency and distribution from satellite observations C. Pan et al. 10.1088/1748-9326/aac9d3
- Basal ice formation in snow cover in Northern Finland between 1948 and 2016 S. Rasmus et al. 10.1088/1748-9326/aae541
- Measuring Height Change Around the Periphery of the Greenland Ice Sheet With Radar Altimetry L. Gray et al. 10.3389/feart.2019.00146
- L-Band response to freeze/thaw in a boreal forest stand from ground- and tower-based radiometer observations A. Roy et al. 10.1016/j.rse.2019.111542
- A revised calibration of the interferometric mode of the CryoSat-2 radar altimeter improves ice height and height change measurements in western Greenland L. Gray et al. 10.5194/tc-11-1041-2017
- Investigating the Relationship Between Satellite-Based Freeze/Thaw Products and Land Surface Temperature J. Johnston et al. 10.1109/JSTARS.2019.2926942
- Trends in the annual snow melt-out day over the French Alps and Pyrenees from 38 years of high-resolution satellite data (1986–2023) Z. Barrou Dumont et al. 10.5194/tc-19-2407-2025
- Role of Surface Melt and Icing Events in Livestock Mortality across Mongolia’s Semi-Arid Landscape C. Pan et al. 10.3390/rs11202392
14 citations as recorded by crossref.
- A random-forest-derived 35-year snow phenology record reveals climate trends in the Yukon River Basin C. Pan et al. 10.5194/tc-19-2797-2025
- Meteorological inventory of rain-on-snow events in the Canadian Arctic Archipelago and satellite detection assessment using passive microwave data C. Dolant et al. 10.1080/02723646.2017.1400339
- Snow Phenology and Hydrologic Timing in the Yukon River Basin, AK, USA C. Pan et al. 10.3390/rs13122284
- An Analysis of Powder, Hard-Packed, and Wet Snow in High Mountain Areas Based on SAR, Optical Data, and In Situ Data A. Stoyanov et al. 10.3390/rs17091649
- Ecosystem-based monitoring in the age of rapid climate change and new technologies R. Ims & N. Yoccoz 10.1016/j.cosust.2018.01.003
- A Long-Term Passive Microwave Snowoff Record for the Alaska Region 1988–2016 C. Pan et al. 10.3390/rs12010153
- Rain-on-snow events in Alaska, their frequency and distribution from satellite observations C. Pan et al. 10.1088/1748-9326/aac9d3
- Basal ice formation in snow cover in Northern Finland between 1948 and 2016 S. Rasmus et al. 10.1088/1748-9326/aae541
- Measuring Height Change Around the Periphery of the Greenland Ice Sheet With Radar Altimetry L. Gray et al. 10.3389/feart.2019.00146
- L-Band response to freeze/thaw in a boreal forest stand from ground- and tower-based radiometer observations A. Roy et al. 10.1016/j.rse.2019.111542
- A revised calibration of the interferometric mode of the CryoSat-2 radar altimeter improves ice height and height change measurements in western Greenland L. Gray et al. 10.5194/tc-11-1041-2017
- Investigating the Relationship Between Satellite-Based Freeze/Thaw Products and Land Surface Temperature J. Johnston et al. 10.1109/JSTARS.2019.2926942
- Trends in the annual snow melt-out day over the French Alps and Pyrenees from 38 years of high-resolution satellite data (1986–2023) Z. Barrou Dumont et al. 10.5194/tc-19-2407-2025
- Role of Surface Melt and Icing Events in Livestock Mortality across Mongolia’s Semi-Arid Landscape C. Pan et al. 10.3390/rs11202392
Discussed (preprint)
Latest update: 15 Aug 2025
Short summary
The conventional wisdom is that Arctic warming will result in an increase in the frequency of winter melt events. However, results in this study show little evidence of trends in winter melt frequency over 1988–2013 period. The frequency of winter melt events is strongly influenced by the selection of the start and end dates of winter period, and a fixed-window method for analyzing winter melt events is observed to generate false increasing trends from a shift in the timing of snow cover season.
The conventional wisdom is that Arctic warming will result in an increase in the frequency of...
