How Do Satellite Images Help Assess Farm Risk?
Satellite data lets a lender or investor see a farm's health and risk without ever visiting it. Here's how that assessment works.
Satellite images help assess farm risk by revealing crop health, land productivity, and agro-climatic conditions across a parcel without anyone visiting it. For lenders and investors, that turns previously invisible agricultural risk into something measurable — the foundation of Hekitari's Agriculture Risk Scoring, which has analysed and scored 1.1M hectares of farmland.
What satellite data reveals about risk
- Vegetation health (NDVI) over time — is the land actively, healthily cultivated?
- Agro-climatic indicators: rainfall, temperature, elevation, and slope
- Crop stress, waterlogging, and drought signals that precede losses
- Whether the crop grown actually suits the parcel it's on
From imagery to an underwritable score
Hekitari fuses near real-time remote sensing with soil samples and processes it through an XGBoost model tuned to Rwanda's terrain to produce parcel-level, crop-specific risk. The output is an agro-climatic score banks, microfinance institutions, and insurers can lend and underwrite on — evidence that reduces default rates by up to 50%.
Related guide
Agricultural Finance & Risk Analytics for Rwanda →