This is a proof-of-concept technical study demonstrating feasibility of onboard methane detection using machine learning on unorthorectified satellite imagery, with no validation against ground truth or operational deployment data.
Reported
IoU (unorthorectified U-Net)16.91%
IoU (orthorectified U-Net)18.47%
IoU (mag1c matched-filter baselin…4.76%