I have a project where I am converting line and polygon feature classes to rasters, then adding the resulting rasters together in raster calculator. Many of the pixels from the original rasters don't overlap each other at all, but some do. I want all of the pixels from all of the rasters to be present in the output, just with no change in their values if they don't overlap.
When I try this with the Raster Calculator or Weighted Sum tools, it only keeps the pixels that overlap each other. Any ideas of a different approach or a different tool?
Or is there some way to convert features to rasters so I can have a series of rasters that all have the same extent even if the original features don't perfectly overlap? So if I have thin line that crosses a polygon, there would be new pixels surrounding the line with a zero value that I could overlay on the background polygon pixels?