Weather & Climate · Specialist#182

Hurricane Cone & Landfall Probability Model

Hurricane markets ask about landfall location, intensity at landfall, and named-storm counts, and the official forecast cone is a 2-in-3 confidence band, not a guarantee — a third of storms end up outside it. You build your own track distribution from ensemble spaghetti models and historical forecast-error statistics at each lead time, which lets you price the tails the cone visually understates. Intensity is far less predictable than track, and the markets often fail to reflect that asymmetry.

What you need to run it

  • Official advisory ingestion plus ensemble track members at each update cycle
  • Historical forecast-error distributions by lead time for both track and intensity
  • Careful reading of landfall definitions, which vary by market and can hinge on a county line

Where this applies

Markets on Polymarket where hurricane cone & landfall probability model is the natural play:

  • Will a hurricane make landfall in Florida before October 2026?
  • Will there be 15 or more named Atlantic storms in 2027?
  • Will a Category 4+ hurricane hit the US Gulf Coast this season?

Capabilities this demands

Model / quantDomain knowledgeData ingestion

At a glance

CategorySpecialist
MarketWeather & Climate
Requirements3
CapabilitiesModel / quant, Domain knowledge, Data ingestion
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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