A Appendix

Co-located images of different timestamps, or sequences, are provided in fMoW . We crop surface reflectance images from the Sentinel-2 (ESA) satellite (courtesy of the U.S. Geological Survey), consisting of 90-day composites of images at the same locations as fMoW images (to reduce the For locations where all fMoW images are before the Sentinel-2 time range, we discard the location. Figure 5: Distribution of images and locations across the categories over the fMoW Sentinel training set. A.2 fMoW Sentinel We provide information about the fMoW-Sentinel dataset, collected using Sentinel-2 A.2.2 fMoW Sentinel Bands Channel Resolution Central wavelength Mean Standard deviation B1: Aerosols 60m 443nm 1370.192 Further details can be found here.