The land use shapefiles reflect the areas pf parcels rather than the built area- therefore using them for the scenario analysis will overestimate the building capacities and therefore the residential and working populations.
However, the buildings files do not have a CSL_Land_Use_Type column, which is needed for the analysis. This can be added by overlaying the land-use shapefile with the building shapefile and assigning each building to the CSL_Land_Use_Type of the parcel with which it overlaps. This can be done is GIS software or by using the overlay() function in python geopandas.
The land use shapefiles reflect the areas pf parcels rather than the built area- therefore using them for the scenario analysis will overestimate the building capacities and therefore the residential and working populations.
However, the buildings files do not have a CSL_Land_Use_Type column, which is needed for the analysis. This can be added by overlaying the land-use shapefile with the building shapefile and assigning each building to the CSL_Land_Use_Type of the parcel with which it overlaps. This can be done is GIS software or by using the overlay() function in python geopandas.