From orbit to decision

Satellite to Decision

Every LSGA analysis moves through four connected stages, from raw orbital imagery to a clear recommendation for land and climate risk decisions.

The workflow

Four stages, one traceable chain

01

Data Capture

Multispectral and radar imagery is collected and prepared through atmospheric correction and sensor normalization.

02

Algorithmic Classification

Machine learning models process multi-temporal series to detect subtle vegetation and soil anomalies.

03

Field Validation

Rigorous field sampling grounds algorithmic outputs and removes remote sensing ambiguity.

04

Decision Formatting

Verified findings are translated into clear, decision-ready information for planners and advisors.

Core principle

Satellite algorithms remain unverified without ground data.

Imagery shows patterns from above. Field observation confirms what those patterns mean on the land, so every conclusion rests on conditions we have checked.