Github Repository: https://github.com/tobimichigan/An-End-to-End-Carbon-Tracked-Pipeline-for-Sustainable-Remote-Sensing Abstract We introduce and evaluate an end-to-end carbon-aware machine learning pipeline tailored for remote-sensing land-use classification that combines engineering practices, lightweight architectures, and explicit environmental accounting to produce reproducible, low-impact workflows. The…