Applied Spatial Intelligence Labs

FrugalSR — physics-aware satellite super-resolution

One Sentinel-2 view, four decisions. Each output is either constraint-anchored to the measurement or labeled as prediction — the honesty layer that makes cross-modal AI usable operationally. Pick a location, then hover the super-resolution image to read the predicted spectrum and a zoomed predicted-temperature loupe at that point.

×4 super-resolution 219-band hyperspectral Sentinel-1 SAR land-surface temperature