Search: smallholder farmers

A farm featuring crop, fields, related to Cambridge Satellite AI Maps Senegal Crops With 84% Accuracy

Cambridge Satellite AI Maps Senegal Crops With 84% Accuracy on Minimal Ground Data

A University of Cambridge team has built a satellite-based AI model that identifies crop types across Senegal with 84% accuracy—using far less ground-truth data than conventional approaches, potentially unlocking precision agriculture for millions of smallholder farmers.

Oct 2

A farm featuring crop, monitors, related to AI Precision Agriculture Is Booming — But 80% of the World's

Agriculture & Food · 4 min read

AI Precision Agriculture Is Booming — But 80% of the World's Farmers Could Be Left Behind

AI precision agriculture tools are delivering real gains on commercial farms, but the 80% of the world's farmers who operate smallholder plots face structural barriers the technology wasn't designed to address.

Jun 7

A farm field featuring Crop, crop, related to $3.15 Billion Flows Into AI-Powered Crop Micronutrients as P

Agriculture & Food · 4 min read

$3.15 Billion Flows Into AI-Powered Crop Micronutrients as Precision Agriculture Scales

More than $3 billion has flowed into AI-powered precision agriculture for crop micronutrients. John Deere covers 5 million acres. Syngenta manages 70 million hectares. Smallholder farmers are being left behind.

May 13