Solar Intelligence$39
Solar Panel Detection and Capacity Estimation
A research report on satellite-based solar PV detection and capacity estimation across multiple U.S. climate zones.
View reportPDF report
Energy Infrastructure Intelligence$39
Oil Storage Tank Volume Estimation
Oil Storage Tank Volume Estimation framed as a research-led energy infrastructure intelligence study.
Category
Energy Infrastructure Intelligence
Format
PDF Report
Delivery
Digital download after purchase
Price
$39
Summary
Monitoring the fill levels of large-scale oil storage tanks provides critical intelligence for energy market analysis, supply-chain transparency, and environmental safety oversight. Conventional approaches rely on proprietary commercial satellite constellations and manual interpretation, limiting accessibility and reproducibility. This study presents an end-to-end, open-source pipeline for detecting external floating-roof tanks (EFRTs) and estimating a filllevel proxy (FLP) from freely available Sentinel-2 multispectral imagery. We systematically analyse twelve petroleum storage sites spanning six continents and five Köppen climate zones, representing diverse atmospheric, geographic, and industrial conditions.
What the report covers
Monitoring the fill levels of large-scale oil storage tanks provides critical intelligence for energy market analysis, supply-chain transparency, and environmental safety oversight.
Conventional approaches rely on proprietary commercial satellite constellations and manual interpretation, limiting accessibility and reproducibility.
This study presents an end-to-end, open-source pipeline for detecting external floating-roof tanks (EFRTs) and estimating a filllevel proxy (FLP) from freely available Sentinel-2 multispectral imagery.
Why it matters
Satellite monitoring of energy infrastructure can provide repeatable signals for market awareness, asset oversight, and operational context.
Intended sectors and users
EnergyCommoditiesStrategic intelligenceEnvironmental oversight
Methodology framing
The report is framed around Sentinel-2, deep learning, using the methods described in the source abstract and paper title.
Preview figures
Applications and use cases
Storage asset screening
Infrastructure change detection
Operational intelligence
Related reports
Bridge Monitoring$39
Bridge Structural Monitoring
Research report in bridge monitoring focused on Bridge Structural Monitoring.
View reportPDF report
Maritime & Port Intelligence$39
Global Port Activity Monitoring
Research report in maritime & port intelligence focused on Global Port Activity Monitoring.
View reportPDF report
Need adjacent or bespoke work?
The report library is also intended to help start more focused consulting discussions where the exact geography, asset base, or monitoring need is more specific than a standard report can cover.
Discuss a Project