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How has the climate change impacted the snowfall patterns and winter conditions in Gulmarg over the past decade? 


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Climate change has significantly influenced snowfall patterns and winter conditions in various regions. Research in the French Alps shows a decreasing trend in spatial dependence of snowfall extremes over the past decades, linked to milder winter conditions and changes in precipitation intensity . In the Central Caucasus, a decrease in winter snowiness since the early 2000s has led to a diminished avalanche hazard, with potential for harsh winters despite overall warming trends . Similarly, in Sweden, changes in the North Atlantic Oscillation have caused variations in hoar frost risks, with decreasing risks in the south and increasing risks in central regions due to temperature and humidity changes . These findings highlight the complex impacts of climate change on winter phenomena, emphasizing the need for adaptive strategies in regions like Gulmarg.

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Climate change has led to decreased winter snowiness in the Central Caucasus since the early 2000s, resulting in diminished avalanche hazard. Gulmarg's snowfall patterns may have been affected similarly.
Not addressed in the paper.
Climate change has led to decreased winter snowiness in the Central Caucasus, impacting avalanche patterns. Gulmarg's snowfall patterns may have been affected similarly over the past decade.
Not addressed in the paper.

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