FGIP Forest Monitor

Technical focus

Where geospatial work meets ML & AI

Problems at the intersection of place, pixels, and prediction.

Capability areas

Earth observation & rasters

Multi-temporal imagery, indices, compositing, and cloud-aware workflows for forest monitoring.

Spatial ML

Domain-adapted classifiers for montane and rainforest profiles — configurable per forest.

Interactive delivery

Plotly time series and Leaflet maps inside a governed Django product surface.

Time & uncertainty

Temporal trajectories with honest treatment of cloud gaps and model limits.