- Post-catastrophe building damage grading for insurance claims triage — SAR coherence loss and very-high-resolution optical change detection let insurers grade building damage and estimate aggregate loss within hours of a catastrophe, before ground teams can enter the affected area.
- Construction progress verification for project-finance lenders — Independent, periodic satellite imagery gives project-finance lenders physical evidence of construction progress before each drawdown, without relying on the borrower's own reporting. Very-high-resolution optical and SAR time series can track excavation volume, structural footprint growth, and equipment presence at sites worldwide.
- Crop insurance loss adjustment using post-event multispectral change detection — Pre- and post-event multispectral imagery quantifies crop damage extent and severity for indemnity loss adjustment, cutting settlement time and adjuster cost while providing an auditable spatial record.
- Crop yield nowcasting from multispectral imagery — Multispectral satellites can estimate in-season crop biomass and forecast end-of-season yield weeks before harvest, using vegetation indices tied to chlorophyll and leaf-area physics. This page explains the method, its resolution and cloud-cover limits, and why latency is the critical variable for commodity-price analytics.
- ESG deforestation claim verification in agricultural supply chains — Satellite SAR and optical time-series can independently verify whether forest cover in commodity sourcing areas has been removed, and when. This page explains the physics, the resolution limits, and the attribution gap that no sensor alone can close.
- Grain silo and bulk-storage inventory estimation by SAR — Synthetic aperture radar can estimate the volume of grain stockpiles and covered silos through cloud cover, day or night, giving commodity traders and lenders an independent physical check on declared inventory.
- Mining output estimation from ore stockpile volume change — Repeat stereo imagery and SAR height models let analysts measure net material movement at open-pit mines independently of operator reporting, giving commodity desks and project lenders a physical cross-check on declared production.
- Sovereign economic activity monitoring from night-light radiance — VIIRS Day/Night Band radiance time series offer a politically independent, near-real-time proxy for economic output, electrification and urban activity, filling the gap where official statistics are delayed, suppressed or simply wrong.
- Satellite vegetation index triggers for drought index insurance — Parametric drought insurance can pay out without loss adjustment, but only if the trigger index actually tracks crop stress. Satellite vegetation indices offer spatially continuous drought signals where rain gauges are absent, at the cost of residual basis risk when canopy condition diverges from root-zone moisture.
- Parametric flood insurance trigger verification by SAR inundation mapping — SAR backscatter change detection maps flood extent objectively and near-real-time, giving parametric insurers a physics-based trigger that removes the adjuster from the critical path. This page covers the method, its honest limits, and the sensor options available today.
- Pre-IPO physical asset verification from satellite imagery — Satellite imagery lets analysts independently verify whether declared factories, warehouses and land holdings exist, match their stated scale, and show signs of genuine operation before an equity listing or acquisition closes.
- Petroleum refinery throughput monitoring by thermal infrared — Thermal infrared and shortwave infrared satellites detect heat from distillation units, flare stacks and cooling towers, providing an independent proxy for refinery operating rate that does not depend on operator disclosure.
- Crude oil tanker cargo estimation from vessel draught and AIS — Fusing AIS position data with very-high-resolution optical and SAR imagery lets analysts estimate vessel draught and infer crude oil, LNG, or dry-bulk cargo loads independent of reported manifests. The physics is simple; the execution requires honest accounting of resolution limits, spoofing risk, and hull-class uncertainty.
- Dark vessel detection for commodity sanctions compliance — SAR radar detects vessels regardless of whether their AIS transponders are broadcasting. Cross-referencing SAR detections against AIS gaps exposes ships conducting dark voyages during sanctioned oil and grain transfers.