🐸 Amphibian Migration Forecast — Live

Migration Probability — 4-Night Forecast

Past Weather — Actual Hourly Conditions

Weather Forecast — Next 4 Days

Spotted Salamander (Ambystoma maculatum) — Wilmot, Stark County, OH
Model: Logistic regression, species-specific GDD optimization
Training: 2015–2025 weather × iNaturalist observations (75km radius) X Ground-Truth (Michelle Leighty, The Wilderness Center)
Weather: Open-Meteo + ECMWF IFS (soil temperature). Predictions logged hourly. Auto-refreshes every 5 min.
The Wild Stark Foundation for Outdoor Education — Amphibian Migration Prediction Project