Total CO abundance (gas and ice) as function of time and cosmic-ray ionisation rate for the fiducial chemical model. Each sub-figure has a different combination of temperature and density as denoted in the bottom left of each panel. Time and cosmic-ray ionisation rate are degenerate in most of the parameter space. The orange box denotes the combinations of and time most appropriate for protoplanetary disks.