Methods for transferring a carbon dioxide based separation procedure from a first chromatographic system to a second one involve identifying an average column pressure for the separation in the first system is identified, determining a measured average column pressure for the separation in the second system, and comparing the measured average column pressure with the identified average column pressures. To more closely match the identified average column pressure, the methods involve: (a) altering a cross-sectional area of a column packed with media in the second system; and/or (b) adding makeup fluid along the length of the column in the second system. Columns with the characteristics used in the methods and second chromatographic systems are disclosed.