# Supplementary data for Bayesian denoising of satellite images using co-registered NO2 images

Figures 3, 4, E1, and E2 are produced with `synthetic_example.ipynb`. The corresponding SMARTCARB image is supplied in this repository.

Figures 1, 5, 6, E3, and E4 are produced with `TROPOMI_example.ipynb`. The corresponding Copernicus Sentinel-5P TROPOMI images are supplied in this repository. The TROPOMI images are CC BY4 licensed, and attribution for this data goes to ESA/KNMI/TROPOMI. More information about this product may be obtained at https://www.sciencedirect.com/science/article/pii/S0034425712000661 .

Figures 6, 7, and E5 are produced with `div_example.ipynb` -- however, these require much additional input data (a year's worth of SO2 and NO2 images, along with effective wind fields for all of these overpasses). Here, the code is provided simply to motivate the 