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Parts of the U.S. are getting more snow. Most of the world isn’t.
In A Nutshell
- Across the Northern Hemisphere, areas losing snow cover outnumber areas gaining it by a 2.5-to-1 ratio, based on 43 years of satellite data.
- Europe and much of Central Asia are seeing the steepest declines, while central Canada and the northern Great Plains of the U.S. are actually trending toward more snow.
- Snow seasons are shifting, arriving a bit earlier in fall but melting significantly sooner in spring, which threatens summer water supplies across the American West.
- In the Arctic, earlier spring snowmelt may increase exposure of permafrost, the frozen ground that stores vast amounts of carbon and methane.
For every patch of land in the Northern Hemisphere that has been getting more consistent snow cover over the past four decades, about two and a half patches have been losing it. That’s not a forecast. It’s a measured account of what has already happened, drawn from 43 years of satellite data and published in the Journal of Hydrometeorology.
Researchers analyzed weekly snow presence records from 1980 through 2023 and found that roughly 23.8% of qualifying land areas showed a statistically significant decline in snow cover, compared to just 9.4% that showed a meaningful increase. Snow losses outpaced gains at a roughly 2.5-to-1 ratio across the Northern Hemisphere.
That number, though, hides a more interesting story. Parts of central Canada and the northern Great Plains of the United States are actually trending toward more snow, not less. Europe and much of Central Asia are moving in the opposite direction. And in many regions, the bigger change isn’t how much snow falls but when: snow is arriving earlier in fall and melting far sooner in spring, a timing shift with real consequences for the water supplies millions of Americans depend on.
Why Northern Hemisphere Snow Cover Matters Beyond Winter
Snow does more than define the season. It acts as a reflective surface that bounces sunlight back into space, helping keep the planet cooler. When it disappears, darker ground absorbs more heat and accelerates warming. In the Arctic, snow helps insulate permafrost, the vast layer of frozen ground that locks in enormous stores of carbon and methane. Reduced snow cover can expose that frozen ground to additional solar radiation, which researchers say may increase the risk of carbon and methane releases that could drive warming well beyond the poles.
Snow is also a primary water source for large portions of the American West. Communities, farms, and ecosystems across those regions depend on snowmelt feeding rivers and reservoirs through summer. When snowpack melts earlier, that water arrives before it’s needed most. For water managers and the tens of millions who rely on those systems, a shrinking snow season is not an abstract concern. It’s a supply problem.
How the Study Was Conducted
Researchers worked with a dataset from the Rutgers University Snow Laboratory that tracked snow presence at roughly 270,000 points across Northern Hemisphere land areas, each covering a patch of ground about 24 kilometers wide. Every week for 43 years, each point got a simple yes-or-no: snow or no snow. No measurements of depth or volume, just presence or absence, and whether that was trending in one direction over time.
Not every location made the cut for analysis. Areas near the tropics where snow almost never falls were excluded, as were interior portions of Greenland where it almost never melts. Mountain terrain presented a separate problem since satellite instruments can misread snow in rugged areas due to shadows and cloud cover, so grid points across the Himalayas, Italian Alps, and parts of the American Rockies were removed. About 95,600 locations remained for the final trend analysis.
Where Snow Is Shrinking, and Where It Isn’t
Europe told the clearest story of decline. Snow cover across southern and central Europe has been shrinking throughout the study period, most likely tied to the steady rise in continental temperatures over recent decades. Higher elevations in the Alps and the Pyrenees along the Spain-France border held onto some gains, but lower elevations trended sharply negative. Across southern Europe, spring melting is arriving earlier with no compensating increase in fall snowfall. The snow season is simply getting shorter.
Central Asia showed sharper local variation. Snow loss was widespread across the southern and western Himalayan slopes, through parts of the Hindu Kush and Tian Shan ranges, and across lower elevations throughout the region. Higher ridgelines and the eastern Tibetan Plateau, where precipitation has been documented to be increasing, bucked the trend. Geography mattered enormously here, with neighboring valleys and ridges sometimes pointing in opposite directions.
Central Canada and the northern Great Plains stood apart from nearly everywhere else, trending toward more snow days over the 43-year record. Along the Rocky Mountains and Pacific Coast, gains on the windward slopes sat alongside losses on the leeward sides, shaped by local terrain and prevailing winds.
A Snow Season That’s Shifting, Not Just Shrinking
Across the Northern Hemisphere, snow coverage has been trending upward in early fall, peaking around November, then turning sharply negative starting in March. May and June showed the steepest losses of any point in the year, suggesting a seasonal shift toward earlier snowpack buildup and earlier melt.
Snow in many regions is reorganizing: arriving earlier in autumn, vanishing faster in spring. For the American West, that earlier melt means river runoff peaks well before summer demand arrives, undermining the natural storage function that mountain snowpack has always provided.
In the Arctic, this pattern was most pronounced. Early fall snow gains across the hemisphere are likely concentrated in high-latitude regions, where snow appears first each season. But the steep late-spring losses point to snow cover at those latitudes disappearing earlier each decade, which researchers say may edge conditions closer to the threshold where exposed permafrost begins releasing carbon and methane at scale.
Where snow is growing, regional precipitation patterns and local climate conditions appear to be holding the line for now. Whether those gains persist as temperatures continue rising is a question the researchers leave open.
Disclaimer: This article is based on a peer-reviewed study accepted for publication. The findings reflect statistical trends in satellite-observed snow presence data from 1980 through 2023 and do not constitute climate projections or policy recommendations. Some regional interpretations, including the role of Arctic permafrost and the causes of localized snow gains, are noted by the authors as areas requiring further research.
Paper Notes
Study Limitations
This study relies on satellite-derived observations, which are known to produce data quality issues in rugged mountain terrain. Cloud cover, terrain shadows, and variable lighting angles can cause snow to be misclassified in areas like the Himalayas, Alps, and Rockies, and a substantial number of grid points in those regions were excluded as a result. Trends in mountainous areas are therefore not fully captured. The statistical methods detect average linear trends over time, meaning nonlinear or abrupt shifts may not be fully characterized. Direct comparison with an earlier, lower-resolution dataset requires caution, since different spatial resolutions capture different levels of geographic detail. Future work should incorporate spatial correlation between neighboring grid cells and explore count time series models capable of handling longer dependency structures.
Funding and Disclosures
No specific funding sources or conflicts of interest are disclosed in the paper.
Publication Details
Authors: Jonathan Woody (Department of Mathematics and Statistics, Mississippi State University), Penelope Prochnow (Data Science Academic Institute, Mississippi State University), JiaJie Kong (Department of Environmental Science, Policy, and Management, University of California at Berkeley), and Jamie Dyer (Department of Geosciences, Mississippi State University). Corresponding author: Jonathan Woody | Journal: Journal of Hydrometeorology | Paper Title: “Regional Analysis of Snow Presence Trends in the Northern Hemisphere” | DOI: 10.1175/JHM-D-25-0061.1 | Status: Accepted for publication (Early Online Release). The final typeset copyedited version will replace this at the above DOI upon publication. | Data availability: The 24 km snow cover dataset used in this study, the Rutgers Northern Hemisphere 24 km Weekly Snow Cover Extent, September 1980 Onward, Version 1, is available at https://nsidc.org/data/g10035/versions/1. Analysis code is available at https://github.com/JiajieKong/Snow-Presence-Trends.







