About the Authors

Wei Li

Roles Funding acquisition

Affiliations The Key Laboratory of Continental Shale Oil and Gas Accumulation and Efficient Development, Northeast Petroleum University, Daqing, Heilongjiang, China, College of Petroleum Engineering, Northeast Petroleum University, Daqing, Heilongjiang, China, National Engineering Research Center of Oil & Gas Drilling and Completion Technology, Daqing, Heilongjiang, China

Yapeng Liu

Roles Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

2774028272@qq.com

Affiliations The Key Laboratory of Continental Shale Oil and Gas Accumulation and Efficient Development, Northeast Petroleum University, Daqing, Heilongjiang, China, College of Petroleum Engineering, Northeast Petroleum University, Daqing, Heilongjiang, China, National Engineering Research Center of Oil & Gas Drilling and Completion Technology, Daqing, Heilongjiang, China

Xiang Li

Roles Data curation, Methodology

Affiliation CNOOC Jiangsu LNG Co., Itd, Yancheng, Jiangsu, China

Bowen Deng

Roles Data curation, Formal analysis

Affiliations The Key Laboratory of Continental Shale Oil and Gas Accumulation and Efficient Development, Northeast Petroleum University, Daqing, Heilongjiang, China, College of Petroleum Engineering, Northeast Petroleum University, Daqing, Heilongjiang, China, National Engineering Research Center of Oil & Gas Drilling and Completion Technology, Daqing, Heilongjiang, China

Huan Zhao

Roles Conceptualization

2774028272@qq.com

Affiliations The Key Laboratory of Continental Shale Oil and Gas Accumulation and Efficient Development, Northeast Petroleum University, Daqing, Heilongjiang, China, College of Petroleum Engineering, Northeast Petroleum University, Daqing, Heilongjiang, China, National Engineering Research Center of Oil & Gas Drilling and Completion Technology, Daqing, Heilongjiang, China

Lun Zhu

Roles Investigation

Affiliations The Key Laboratory of Continental Shale Oil and Gas Accumulation and Efficient Development, Northeast Petroleum University, Daqing, Heilongjiang, China, College of Petroleum Engineering, Northeast Petroleum University, Daqing, Heilongjiang, China, National Engineering Research Center of Oil & Gas Drilling and Completion Technology, Daqing, Heilongjiang, China

Ullah Zain

Roles Conceptualization

Affiliation International Institute of Education, Liaoning Petrochemical University, Fushun, Liaoning, China

Competing Interests

The authors have declared that no competing interests exist.