I fixed the Bortle Scale by building my own light pollution map from scratch using a light pollution scattering kernel using the CU Boulder VIIRS dataset.

Previously, the dataset I used didn’t have enough labels for each bortle scale and had country borders, which screwed with what the expected light pollution is.