Thanks for the data suggestions. I was indeed using this exact data last year. However, there is a problem with it. They are not detailed enough. Due to the way, the maps are produced, population density is averaged over city areas. Overall the population count is exact, but the density spikes are missing. Some fire models are using population density as input, so the NASA SEDAC data produces wrong results. I will try to find another dataset.