How the SnowBase Condition Score is Computed

A transparent look into our 0-10 activity condition algorithm, input variables, penalty formulas, and real-time calculation.

The Philosophy Behind the SnowBase Score

Most weather apps provide a single generic forecast. However, 12 inches of snow on a groomed trail in Wisconsin might be a 10/10 day for trail snowmobiling, while 12 inches of snow in a rugged Colorado mountain bowl is an unrideable 2/10 day with dangerous rock hazards.

The SnowBase Score is tailored to the physical requirements of each specific sport.

Core Input Parameters

  • Settled Base Snow Depth (SNWD): Measured via SNOTEL ultrasonic sensors or NOAA GHCN daily logs.
  • 24-Hour & 72-Hour Snowfall: Quantifies fresh powder coverage and softness.
  • Ambient Temperature & Solar Load: Identifies freeze-thaw cycles, slush risk, or extreme subzero exposure.
  • Wind Velocity & Gusts: Quantifies wind scouring, crust formation, and comfort.
  • Precipitation Type: Liquid precipitation triggers immediate severe penalties.

Score Brackets (0.0 to 10.0)

  • 8.5 – 10.0 (Prime): Exceptional base, fresh snow, subfreezing preservation.
  • 6.5 – 8.4 (Good): Solid base and favorable riding/skiing.
  • 4.5 – 6.4 (Fair): Rideable, with minor weather or base limitations.
  • 2.5 – 4.4 (Marginal): Thin coverage, rocks exposed, or heavy freeze-thaw crust.
  • 0.0 – 2.4 (Poor): Insufficient snow or active thaw.