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 to federal-grade standards.
Public satellite data is freely licensed. Commercial imagery licensing is brokered per engagement. Imagery archives stay in your environment for sovereignty and audit.