SATELLITE INTELLIGENCE

NDVI vegetation indices to predict corn, wheat, and soybean harvest volumes before official USDA reports.

Soil moisture levels from radar satellites affecting commodity prices and agricultural futures.

Thermal imaging of citrus groves and coffee plantations to predict crop damage from cold snaps.

Early season field activity detection to track planting rates vs historical averages.

Water usage patterns in California's Central Valley and other major agricultural regions.

Spectral signatures detecting crop stress from locusts, blight, or fungal infections.

Nitrogen levels in farmland indicating input costs and yield potential.

Predict when specific regions will complete harvest based on field activity patterns.

Detect farmers changing from one crop to another based on land use classification.

Track changes in organic farming acreage through land use classification changes.

Wine production forecasting from Napa, Bordeaux, and other major wine regions.

New plantation development in Indonesia and Malaysia affecting supply forecasts.

Optimal harvest prediction for Brazilian and Colombian coffee plantations.

Asian rice production indicators from water levels in paddy fields.

Pasture utilization metrics for cattle and sheep ranching operations.

Ship queues at LA/Long Beach, Rotterdam, Shanghai, and other major ports.

Vessel counts and waiting times at the world's most critical shipping chokepoint.

Gatun Lake water levels affecting transit capacity and shipping costs.

VLCC positioning and flows from Persian Gulf to consuming nations.

Global trade volume proxy from container vessel movements and utilization.

Track vessels with AIS transponders turned off - sanctions evasion, smuggling.

Energy shipment predictions from LNG tanker routes and destinations.

Agricultural export flows from Black Sea, US Gulf, and South America.

Seafood supply indicators from global fishing vessel positioning.

Geopolitical tension proxy from military fleet deployments worldwide.

Ice coverage and new Northern Sea Route passages opening up.

Raw material demand signals from iron ore, coal, and grain shipments.

Tourism industry health from cruise vessel activity and bookings.

Regional economic activity from ferry routes in Europe and Asia.

Oil/gas drilling activity from supply boat movements to rigs.

Floating roof tank shadow analysis at Cushing, Houston, and global hubs.

Production activity indicator from infrared flare detection worldwide.

Cloud cover patterns and panel efficiency affecting renewable generation.

Turbine rotation detection for wind power generation forecasting.

Power plant inventory at major coal-fired facilities globally.

Active vs idle offshore platforms in Gulf of Mexico and North Sea.

Infrastructure development progress for oil and gas pipelines.

Thermal signatures indicating refinery operational capacity.

Copper, iron ore, and gold production from open-pit mining activity.

Well pad development in Permian Basin and other shale regions.

Water availability for power generation at major dams worldwide.

Capacity utilization from cooling tower thermal plumes.

Night light intensity changes indicating power consumption patterns.

New charging station construction and deployment tracking.

Grid-scale battery storage deployment and expansion.

Retail foot traffic proxy from Walmart, Target, Costco parking lots.

Consumer spending signals from shopping center vehicle counts.

Holiday shopping intensity from retail parking lot analysis.

Auto sales predictions from dealership lot vehicle counts.

Building permit verification and project progress tracking.

E-commerce infrastructure growth from Amazon, FedEx facility tracking.

Travel recovery metrics from airport parking lot utilization.

Live event popularity from sports venue parking analysis.

Entertainment sector health from Disney, Universal parking data.

Manufacturing PMI proxy from industrial facility activity.

Real estate market signals from residential construction tracking.

Office occupancy patterns from parking lot analysis.

Tech infrastructure growth from hyperscale facility tracking.

Supply chain velocity from logistics hub truck counts.

Advertising spend proxy from new billboard and signage deployment.

Military vehicle convoys detected near borders and conflict zones.

Fighter jet deployments and military aircraft positioning.

Fleet positioning changes at major military ports worldwide.

Migration patterns from vehicle and pedestrian flow analysis.

Humanitarian crisis tracking from camp expansion monitoring.

Launch preparation indicators from known missile installations.

Troop concentration and equipment deployments for exercises.

Underground facility development and hardening activities.

Defense infrastructure upgrades and new installations.

Military readiness indicators from storage facility activity.

Power projection tracking from carrier strike group locations.

Naval activity detection from submarine port visits.

Defensive posturing from SAM site positioning changes.

Diplomatic relations indicator from embassy expansion projects.

Cross-border tension indicators from demilitarized zone monitoring.

Insurance claim predictions from post-storm damage analysis.

Evacuation timing and fire containment predictions.

Disaster relief needs from flood inundation analysis.

Infrastructure impact assessment from building damage detection.

Eruption probability from thermal and deformation monitoring.

Coastal impact prediction from ocean surface monitoring.

Storm damage extent from tornado track damage assessment.

Slope stability changes from terrain deformation analysis.

Sea level rise indicators from Arctic and Antarctic monitoring.

Climate change metrics from major glacier breakoff events.

Ocean health markets from reef condition monitoring.

Water quality indicators from harmful algal bloom tracking.

Carbon credit pricing from Amazon and Congo basin monitoring.

Methane release predictions from Arctic permafrost monitoring.

El Nino/La Nina timing from sea surface temperature data.

Economic activity proxy from major city traffic patterns.

GDP growth correlation from nighttime illumination changes.

Pollution level markets from aerosol optical depth measurements.

City expansion speed from urban boundary tracking.

Civil unrest indicators from crowd size estimation.

Sports franchise value from new venue development tracking.

Incarceration trends from correctional facility construction.

Healthcare utilization from medical facility traffic.

Education sector health from campus parking and building activity.

Mortality rate proxy from cemetery land development.