Remote Sensing & Satellite
Sentinel, Landsat, and commercial-constellation imagery fused into one weekly health record.
The problem we solve.
Satellite imagery is free, abundant, and underused. Most farms either ignore it entirely or rely on whatever a single SaaS vendor surfaces.
JMJ builds a satellite-grade remote-sensing pipeline that ingests free public data (Sentinel-1 radar, Sentinel-2 optical, Landsat) plus commercial sources (Planet, Maxar) when budget warrants — fused with drone and ground sensor data into one continuous, multi-scale health record per field.
Engineered, not improvised.
Multi-source ingest (ESA Copernicus, USGS, Planet Labs, Maxar)
Atmospheric correction and cloud-masking pipelines
NDVI, NDRE, EVI, SAVI, and crop-specific indices
Sentinel-1 radar for soil-moisture and cloud-independent imaging
Acreage verification and disaster-damage assessment for insurance documentation
What you should expect.
Engineering specifics.
We are vendor-agnostic where possible and opinionated where it matters. The stack above represents typical components; final selections depend on your operating environment, budget, and compliance posture.
Built for enterprise and government requirements.
Public satellite data is freely licensed. Commercial imagery licensing is brokered per engagement. Imagery archives stay in your environment for sovereignty and audit.