Stochastic modelling of coalbed methane resources: A case study in Southeast Qinshui Basin, China

► We analyzed the uncertainty involved in coalbed methane resource estimation. ► We included Karst Collapsing Column (KCC) in CBM resource estimation. ► Raw gas content has a better relationship with the ash content and depth. ► Coal seam thickness, quality, and gas content and KCC cause main uncertainty.