“…Shale is a complicated geomaterial, composed of a wide range of organic macerals (e.g., type I, II, and III kerogen, bitumen, and pyrobitumen), minerals (e.g., typically, quartz, feldspar, calcite, dolomite, pyrite, and clay minerals), and pore sizes (<1 nm to 1 μm, over 3 orders of magnitude). ,− ,− All the factors result in the heterogeneous nature of shale that is complicated further by subsequent diagenesis after sedimentation and render difficulties in an accurate estimation of subsurface shale gas. ,− ,− Within a shale matrix, OM and clay minerals are regarded as functional minerals to adsorbed gas due to well-developed micropores (<2 nm) and mesopores (2–50 nm), which provide significant pore volume (PV) and specific surface area (SSA) for subsurface adsorption. ,, The type, enrichment, and thermal maturity of OM were abundantly reported to impact adsorption capacity in the past decade. ,, Total organic carbon (TOC) content was observed positively correlated to methane adsorption capacity and total gas content . Microporosity associated with OM and clay minerals was also suggested contributing to a high capacity of methane adsorption .…”