Methane Detection • Methane (CH4) is a greenhouse gas largely responsible for increasing global temperatures • We want to detect and monitor plumes from airborne and spaceborne missions • Carbon Mapper is launching a hyperspectral satellite to perform such monitoring globally CNN Model • Using Convolutional Neural Networks, we have created deep learning models to automate methane detection • The current unimodal CMF pipeline suffers from a high rate of false positives due to false enhancements • We've improved this performance by 29.7% by adding auxiliary products as input