Liu, Weiqing
Qiao, Yu
Wu, Wei
Mou, Chuanlong
Chen, Luqi
Funding for this research was provided by:
National Natural Science Foundation of China (42472055)
Fundamental Research Funds for the Universities of Henan Province (NSFRF240319)
Fundamental Research Funds for the Universities of Henan Province (NSFRF240311)
Henan University of Technology Young Backbone Teachers Funding Program (2024XQG-08)
Natural Science Foundation of Henan (252300421751)
Hubei shale gas development Co., Ltd (HBYYQ–GC1075)
Article History
Received: 7 December 2023
Accepted: 16 August 2025
First Online: 26 August 2025
Declarations
:
: Not applicable.
: The final version of the manuscript was collectively reviewed and approved by all authors.
: The authors declare no competing interests.