The Upper Paleozoic strata in the Bohai Bay Basin have experienced multiple tectonic events and underwent exposure erosion processes. Nevertheless, they retain a substantial sequence of Carboniferous and Permian rock formations. These formations, from bottom up, comprise the Carboniferous Benxi Formation (C
2b), Taiyuan Formation (C
3t), Permian Shanxi Formation (P
1s), Lower Shihezi Formation (P
1x), Upper Shihezi Formation (P
2s), and Shiqianfeng Formation (P
2sh) (
Fig. 1b). The P
1s-P
2sh interval represents a succession of various depositional environments, spanning from deltaic to meandering river, braided river, and river/lake facies
[9-10]. Among these formations, the P
2s braided river sand bodies are particularly significant in exploration due to their substantial vertical thickness, consistent lateral distribution, coarse grain size, and high hydrocarbon potential. The C
3t and P
1s formations serve as coal-measure source rocks underlying the P
2s. They are widespread throughout the basin but have been influenced by multiple tectonic events, resulting in uneven stratigraphic distribution and significant variations in burial depth (
Fig. 1c). The vitrinite reflectance values (R
o) of these source rocks, excluding instances of abnormally high values influenced by volcanic activities, typically range from 0.65% to 1.60%. These values indicate that the source rocks are primarily in the mesodiagenesis stage. Over their extended evolutionary history, they have undergone 2-3 stages of acid generation and hydrocarbon generation, serving as crucial sources of oil and gas for the overlying clastic rock reservoirs
[11⇓-13].