“…With the excessive consumption of conventional oil and gas, the role of unconventional energy such as shale gas has become increasingly significant. , The United States, Canada, China, and several other countries have already realized commercial development of shale gas, whereas the majority of shale gas reservoirs are still in the exploration phase due to the complex accumulation and production mechanism. , The occurrence of water is a crucial influencing factor on gas content and production. , The water content of in situ shale gas reservoirs ranges roughly from 10 to 60%, with certain reservoirs in some areas of southern China reaching even 90%. − Water occurs mainly as irreducible water, which refers to the non-flowing water on the pore surface and throat existing in the forms of a water film, a water cluster, and condensation water through adsorption. ,, In general, the water content of reservoirs is much lower than that of irreducible water saturation. , Moreover, shale gas reservoirs are generally characterized by low porosity and permeability; therefore, reservoir stimulation is required to improve and stabilize production. , Hydraulic fracturing is extensively employed to stimulate reservoirs, and horizontal drilling and multi-stage hydraulic fracturing technologies greatly promote the commercial development of shale gas. , However, the flowback rates of water-based fracturing fluids are mostly less than 50%; hence, the majority of the fracturing fluids remain in the shale gas reservoirs. , Therefore, besides in situ water, the fracturing water is the main proportion of the reservoir in the exploitation process. , This influences the recovery of shale gas and triggers reservoir damage, waste of fresh water resources, pollution of surface water and ground water, and increases costs. The adsorption capacity of shale to water is clearly higher than that of CH 4 , which will desorb the pre-adsorbed CH 4 with water occurrence.…”