 Contriles are a significant contributor to aviation-related climate change, and our study estimates their coverage for the contiguous US using satellite images and deep learning algorithms, revealing a reduction in coverage due to flight restrictions during the COVID-19 pandemic. This article was authored by Vincent Amaya, Luke Kuik, Sebastian D'Estem, and others.