Adsorption equilibrium, thermodynamics, and kinetics of CH 4 , N 2 , and CO 2 were investigated by volumetric-chromatographic and inverse gas chromatographic (IGC) methods on the Al-BDC MOF. The binary adsorption data from the volumetric-chromatographic experiments represents that the Al-BDC MOF has a high CO 2 /CH 4 selectivity ca. 11 and a CH 4 /N 2 selectivity ca. 4.3 at 303 K, and appears to be a good candidate for the CH 4 separation. The initial adsorption heats of CH 4 , N 2 , and CO 2 on the Al-BDC MOF were determined to be 15.3, 11.5, and 32.2 kJmol −1 by IGC method, respectively. Moreover, the micropore diffusivities of N 2 , CH 4 and CO 2 in the Al-BDC MOF at 303 K were also estimated to be 1.58 × 10 −7 cm 2 /s, 7.04 × 10 −8 cm 2 /s, and 3.95 × 10 −9 cm 2 /s, respectively. The results indicate that micropores play a crucial role in the adsorptive separation of the CH 4 /N 2 and CH 4 /CO 2 mixtures, and the IGC method is a validity manner to estimate the thermodynamic and kinetic parameters of MOF adsorbents.