232 hiking trails scored for snow conditions using Sentinel-2 satellite imagery and weather models. Driving times from Saalsporthalle Zürich.
Last updated: Apr 11, 2026, 07:24 AM UTC
Showing 232 trails
We extract all hiking trails in Switzerland from OpenStreetMap (network tags: nwn, rwn, lwn), filter for day-hike distances (4–80 km), then score each trail on three axes:
Each trail's geometry is sampled against our Sentinel-2 satellite snow layer using the route-forecast API. Cloud gaps are filled with weather model estimates
(Open-Meteo freezing level + topographic downscaling). A score of 100 means completely snow-free;
0 means fully snow-covered.
Driving time from Saalsporthalle Zürich to the trailhead (first coordinate
of the trail geometry), computed via Valhalla routing engine using the auto (car) costing profile. Times reflect current road network conditions from OpenStreetMap.
Trails where the start and end points are within 1 km of each other are marked as round trips 🔁. This helps identify loops that don't require car shuttles or transit planning.
Click "🗺️" to open any trail in the TrailSplits planner with the snow overlay enabled. This lets you visually verify the satellite-based snow assessment against the actual trail route on the map.