He also points to this 2017 paper in the Journal of Maps by Duncan Smith, which details the specific limitations of visualizing world population density using the global human settlement ...

If you are interested in looking at this issue globally, I recommend Duncan Smith’s World Population Density interactive map, or the World Bank’s data comparison tool. To begin with ...