Triggered by the oil crisis of the seventies, natural gas has been gaining importance both as energy source and chemical feedstock. Coal bed methane (CBM) is thus becoming an important energy source next to natural gas. However, location of commercial viable sources is expensive and time consuming and, therefore, research efforts are being made to predict the extent of CBM available in a given location from other known parameters.