End-To-End Machine Learning Applications Framework for Earth Science
No abstract available
Freitag, Brian↗
Engineering topics
Kaulfus, A.
Publications and source records attributed to Kaulfus, A..
Pixel-Based Smoke Detection with Neural Network
Exposure to biomass burning has been linked to respiratory and cardiovascular illnesses in humans. Traditional satellite based visual and multispectral smoke detection methods are not scalable to capabilities of new generations of remote sensing platforms. We develop a scalable, deep learning based detection model capable of identifying smoke pixels using GOES-16 shortwave reflectance data and present a operational web-based tool to visualize smoke predictions.
Ramasubramanian, M.↗