Know every place by how it changes, and forecast what comes next.

Request the South America alpha

A vector for every place, every week.

Most Earth embeddings describe a place once a year. Sonora’s are built to forecast: one vector per place per week, for crop yields, energy demand, water or heat.

Phoenix · 33.50° N 112.00° W
Fig. 01 — Sunlight at the ground on 18 October 2026, hour by hour. ERA5, in 2° cells.12:00 UTC