Satellite & Earth Observation

Synthetic aperture radar (SAR) creates high-resolution images through clouds, darkness, and weather using microwave pulses rather than optical light. Hyperspectral imaging captures hundreds of narrow spectral bands revealing material compositions invisible in standard photography. Onboard AI processing analyzes imagery in orbit, transmitting only actionable insights rather than raw data. Multi-modal data fusion combines optical, SAR, hyperspectral, and LiDAR data into unified intelligence products. Cloud-native geospatial platforms enable analysis of petabyte-scale imagery archives. Change detection algorithms automatically identify differences between temporal image captures.

Crop insurance underwriting uses satellite vegetation indices (NDVI) and soil indicators to assess risk and validate claims without physical site visits. Defense and intelligence agencies task commercial satellites for real-time monitoring of strategic locations. Carbon monitoring services verify forest preservation and land use claims for carbon credit markets. Infrastructure monitoring detects subsidence, construction progress, and structural changes across portfolios of buildings, bridges, and pipelines. Maritime tracking combines SAR and AIS data to identify vessels and detect illegal fishing or sanctions violations.

The global earth observation market reached approximately $7 billion in 2025 and is projected to exceed $14 billion by 2034, growing at 8.3% CAGR. The commercial satellite imaging segment alone is worth $5.9 billion and accelerating to $15.3 billion by 2035. The earth observation small satellite segment reached $2.6 billion and grows at 15.9% CAGR. North America leads with $2.5 billion in 2025. The broader space economy reached $613 billion in 2024, with McKinsey projecting growth to $1.8 trillion by 2035.