OMB Individually Reported
EMIT Methane Plume Detection
Low riskExact public inventory row
Description
Machine learning based detection of methane plumes from imaging spectroscopy data.
Detailed example
methane plumes
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
Machine learning based detection of methane plumes from imaging spectroscopy data.
Controls / human review
ATO: Not reported; PIA: Not published