Alternative Data for Energy Markets: Implementation and Empirical Validation

• Estimating crude oil inventory using shadows found in commercial satellite imagery
• Analyzing 1.13 billion maritime vessel positions for energy price prediction
• Modeling Permian Basin natural gas constraints to identify volatility mispricings