“…The type, structure, size, distribution and connectivity of pores have a significant impact on the gas-bearing characteristics of shale reservoirs and the migration of oil and gas resources (Zhang S L et al, 2018;Ma et al, 2019;Yu et al, 2021;Gao et al, 2022). Porosity, permeability, specific surface area (SSA), total pore volume (TPV), and average pore diameter (APD), which characterize the reservoir and pore structure, are typically used to evaluate shale gas resource potential, exploration, and development (Zhao et al, 2017;Gao et al, 2022;Li et al, 2022). Many experimental methods have been used to analyze the pore types and structural characteristics of different sizes, including thin sections, scanning electron microscopy (SEM), gas adsorption, mercury injection, computed tomography, and small-angle neutron scattering (Loucks et al, 2009;Chalmers et al, 2012;Milliken et al, 2013;Sun et al, 2019;Liu X et al, 2020;Zhang J J et al, 2022).…”