Thanks for the tip ravells! I tried scaling it up 200% then redoing the roads but all that came up was more pixelated pixels.
Next I tried converting the (road) selection to a path then stroked the path, and it worked! There are some parts that need to be cleaned up around the shorelines, so I'll do that now.
### Latest WIP ###