Show HN: Physical snow metamorphosis model

https://blog.snowsignals.com/p/introducing-alpine-intelligence
by richhwang • 7 months ago
2 0 7 months ago

Alpine Intelligence is a numerical weather model that forecasts snow surface conditions in mountainous environments.

It combines a physical world model with terrain-adjusted weather and a snow metamorphosis engine to predict for every point on the mountain the surface state of the snowpack, across time. Think of a simulated snow globe, where we've accounted for sun, wind, temperatures, precipitation, and more.

It's been fun working on non-LLM-"AI" (whatever that means nowadays) - just good ol' GIS, meteorology, and physics. The model is cool - while I have pretty good spatial reasoning abilities, I suppose it's not unsuspected that running this rigorous computation returns results that I would not have otherwise thought about.

Hope it's an interesting read, and would love any thoughts and feedback.

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blog.snowsignals.com