AgroSat CI turns NASA's daily satellite observations into farmer-ready advice — diagnosing crop stress, comparing seasons, and recommending action across every Ivorian production zone.
Smallholder farmers across the country grow the cocoa, cashew, and palm that supply global markets — but most have no access to the modern monitoring tools used by climate scientists.
of the world's cocoa comes from Côte d'Ivoire.
of cocoa farms suffer aging trees and undetected stress.
of warming over Ivorian farmland since 1980.
satellite tools currently in the hands of most cooperatives.
AgroSat CI bridges the gap between climate science and the people who grow the food.
Ivorian fields, NASA eyes — open satellite science for every cooperative.
Click anywhere on the map of Côte d'Ivoire or jump to a pre-defined production zone.
MODIS Terra captures vegetation health over your area every 8 days.
Our Llama-powered analyst diagnoses crop health and writes recommendations in plain language.
Real-time MODIS NDVI imagery refreshed every 8 days from NASA's public Earthdata GIBS service.
A large language model interprets the vegetation index into farmer-ready advice.
Covering cocoa, cashew, coffee, palm oil, rubber, and banana — from the northern savanna to the southern coast.
AgroSat CI uses publicly available NASA Earthdata and open-source mapping software. It is an independent capstone project and is not affiliated with NASA.