Wow, one data point (total snowfall)?
What about my points (higher temps in between snowfall events, less favorable windows for snowmaking, rain events after snowfall events, etc.).
A winter isn’t measured by the “how much snow did Albany, NY receive?” metric
This is spot on. The northeast could theoretically have the same annual snowfall but worse winters overall if that snowfall is combined into a few large events in between extended periods of warmth, rain, and other adverse weather conditions (which is what we have this season, two big storms and not much else with lots of rain and warmer periods followed by bitter cold without storms).
Consistent cold and small storms spread out throughout the season usually makes for a better season overall and more consistent conditions, especially if accompanied by limited warm ups and rain.
And, I will echo that how much snow Albany received has nothing to do with how much snow the higher peaks receive. If we are going to use a snowfall metric, Mansfield is probably the best option.
I think it is too early to draw definite conclusions regarding how climate change is impacting the northeast. The region has always had a lot of variability between seasons. At this point, we are either in an abnormally bad and statistically unlikely stretch of years, or we are seeing the beginnings of the new normal (which seems more likely to me, given the conclusive body of knowledge regarding the impacts of climate change).
But, my qualitative opinion is that snow conditions are less consistent and seasons have been trending worse overall during the past ten years or so. The best years aren't as good as they used to be, the worst years are worse than they used to be, and seasons are not as consistently cold as they used to be.