“…Previous research on this area's black shale has mainly been concentrated on the Sichuan Basin. The Changning-Weiyuan block is mainly composed of organic-rich black shales enriched in graptolites, brachiopods, and other fossils, along with good organic matter types, relatively high thermal maturity, moderate content of brittle mineral components in shale matrix, and the presence of diverse types of pores and fractures, all of which make the Longmaxi Formation shale favorable for shale gas accumulation (Pu et al, 2010;Pan et al, 2016). Most research into black shale has focused on the Jiaoshiba shale gas reservoir in Fuling, southeastern Sichuan, including studies on the division of graptolite belts, sedimentary responses, shale distribution laws, accumulation models, and structural influences (Su et al, 2007;Mu et al, 2011;Guo, 2014;Guo et al, 2014a;Chen et al, 2015;Wang, 2015;Nie et al, 2016;Jin et al, 2018;Zhou et al, 2018;Gao et al, 2019;Gou and Xu, 2019;Liang et al, 2018;Lv et al, 2019Lv et al, , 2020Tang et al, 2019;Wang R. Y. et al, 2019;Wang et al, 2020).…”