Briefing
Trading Refinery Crack Spreads With Satellite Imagery
When wholesale fuel margins surge, physical refinery throughput dictates price direction. Satellite thermal data reveals plant activity before weekly inventory prints update.

Why gasoline crack spreads surge before official reports
When refined product prices diverge from crude oil, traders evaluate the crack spread, the dollar margin earned by converting crude oil into finished petroleum products like gasoline and diesel. Elevated crack spreads signal tight product supply and expanding refining margins.
According to EIA petroleum status analysis, gasoline crack spreads in regional pricing hubs like New York Harbor have averaged substantially higher than historical baselines due to global supply bottlenecks. When refining capacity tightens, wholesale spot prices move rapidly before lagging government prints capture the physical bottleneck.
Trading based on satellite images allows investors to detect physical refinery throughput changes before monthly output figures publish.
Using orbital sensors to verify refinery operating rates
Monitoring refinery operations from space does not require high-resolution sub-metre optical scenes for every plant. Radiometric surface temperature sensors and multi-spectral instruments provide unambiguous operational signatures.
European Space Agency programs like ESA Copernicus satellite missions deploy orbital sensors designed to capture land surface temperature, atmospheric conditions, and surface radiation. Heat signatures around fluid catalytic crackers, atmospheric distillation units, and steam boilers indicate whether a refinery is running at high utilisation.
A sudden drop in thermal signatures or reduced flaring activity at a major refining complex signals an unplanned unit outage days before regional trade publications or corporate press releases confirm the disruption.
Moving beyond lagging commodity reports
Institutional commodity desks pay hundreds of thousands of dollars annually for specialised satellite analytics feeds and private remote-sensing teams. Individual and DIY investors, by contrast, often rely on delayed headlines or free mapping tools with dated imagery.
This creates a clear information asymmetry during periods of volatile crack spreads. When news breaks that a major refinery suffered a steam outage or power failure, institutional capital has often already traded the market move based on orbital heat signature drops.
Bridging this gap requires access to satellite-backed analysis that turns plain questions into measured physical evidence within minutes.
How to track physical product bottlenecks
To summarise the physical reality behind widening crack spreads, evaluate operational heat patterns at major export refining hubs. Sentinel radiometric passes measure kinetic temperature variations across heavy industrial sites.
Using Query, traders can ask specific questions about named facilities, comparing recent pass evidence against multi-month operational baselines. When satellite passes update, you see whether heat signatures confirm market rumours of operational tightness.
For continuous market context, following hand-built boards on Track keeps key energy corridors and product storage hubs visible whenever new orbital data lands.
Trade physical energy signals with satellite evidence
Join the private beta to ask plain-English questions about global refineries or follow hand-built KPI boards on key energy hubs.