Weather & Climate · Quantitative#262

First-Freeze & Last-Frost Date Distribution

Seasonal-milestone markets — first freeze, last frost, first measurable snow — are questions about the date of a first crossing, and the historical record at a given station gives a tight distribution for that date. Overlay the seasonal pattern in play and a warming trend and you have a well-founded probability weeks ahead. These markets are usually priced off whatever the weather did last week, which has almost nothing to do with it.

What you need to run it

  • Multi-decade station history of first- and last-occurrence dates
  • Trend and seasonal-pattern adjustments applied to the historical distribution
  • Conditional updating as the season advances without the event occurring

Where this applies

Markets on Polymarket where first-freeze & last-frost date distribution is the natural play:

  • Will Chicago record its first freeze before November 1?
  • Will Denver see measurable snow before Halloween?
  • Will New York have a frost before December 2026?

Capabilities this demands

Data ingestionModel / quantPatience

At a glance

CategoryQuantitative
MarketWeather & Climate
Requirements3
CapabilitiesData ingestion, Model / quant, Patience
VenuePolymarket (CLOB, Polygon)

Build it

Related weather & climate strategies

This is documentation, not advice. Poly Research & Robotics publishes how these strategies work because the method should be checkable — not as a recommendation to trade them. See the full strategy database (297 strategies) or the data resources directory.
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