“…With their continuous exploration and development, shale gas reservoirs have been the subject of increasing attention (Dong et al, 2016;He et al, 2017;Kim et al, 2019;Owusu et al, 2019), particularly as they currently represent fields of new reserves, especially for countries such as China that already host large conventional reservoirs. Accordingly, many countries, including China, the United States, Mexico, Argentina, South Africa, Australia, Canada, Poland, and France, have begun to explore and develop shale gas reservoirs (Yin et al, 2016;Morga and Kamińska, 2018;Jiang et al, 2019a), and hence, research on shale gas reservoirs is incredibly extensive.…”