See the harvest before it fails — and act in time.
Crop conditions, hunger early-warning, and farm advisory — from satellite to smallholder.
Hunger is predictable. Too often, it's predicted too late.
Crop failure, drought, and market shocks build over weeks and months, leaving a window to act. Naturecode watches crop conditions from space, forecasts where food insecurity is rising, and puts advice directly in the hands of the farmers who feed the most vulnerable.
Early warning and crop intelligence
Agents fuse satellite crop conditions, rainfall, and market signals into sub-national food-insecurity outlooks, and put crop-specific advice in farmers' hands.
Hunger early-warning
Crop conditions, rainfall, and price signals combine into forward-looking outlooks of where acute food insecurity is rising — in time to act.
WFP HungerMap LIVECrop-type & yield mapping
Satellite time-series identify what's growing where and forecast yields weeks before harvest.
GEOGLAM Crop MonitorAdvisory in your language
A tool-using advisory agent answers farmers' questions on pests, weather, and timing, drawing on a vetted knowledge base — the model proven at scale by Digital Green's Farmer.Chat.
Farmer.ChatOn-phone disease diagnosis
Crop pest and disease are diagnosed from a photo, offline, on a standard phone.
PlantVillage NuruProvenance from farm to shelf
Naturecode records where food was grown and where crop stress is emerging, with a verifiable trail behind every reading.
Deforestation-free provenance
Trace a crop to the plot it grew on and show it wasn't linked to deforestation — meeting the EU Deforestation Regulation buyers now require.
EUDRSigned crop conditions
Drought and flood readings are signed where they are collected and anchored, so early-warning alerts can be trusted and acted on.
Community-governed data
The people who farm a place decide how its data is shared, recorded transparently and traceable to the source.
Built on open agricultural data
Naturecode builds on the world's open crop, rainfall, and field-boundary data, and contributes its observations back.
GEOGLAM Crop Monitor
Consensus, multi-source assessments of global crop conditions and early-warning hotspots, updated monthly.
cropmonitor.orgField boundaries
An open, global dataset of agricultural field boundaries enables plot-level analysis and traceability.
AgStack (Linux Foundation)Rainfall & crop models
Open rainfall records and open crop models combine with satellite data to forecast yields.
CHIRPS rainfallAnalysis-ready Earth observation
Open, analysis-ready satellite products lower the barrier to crop and land-cover mapping across regions.
Digital Earth AfricaCapacity for those who feed us
Naturecode trains national agencies and equips smallholder communities to run their own crop monitoring and advisory.
Ministry training
Programs train national agriculture and statistics agencies to operate satellite crop monitoring themselves — the model proven by NASA Harvest.
NASA HarvestDigital extension
Community organizers and extension workers are equipped to deliver advisory to farmers without connectivity.
Open data challenges
Skill-building challenges generate labeled crop data that improves the models and is contributed back to the commons.
Bring this mission to your work.
Communities, agencies, and developers can build on Naturecode today — explore the system, browse the open record, or talk to us about your region.