Classification of reservoir quality using unsupervised machine learning and cluster analysis: Example from Kadanwari gas field, SE Pakistan-Reference-Cited by-同舟云学术

Classification of reservoir quality using unsupervised machine learning and cluster analysis: Example from Kadanwari gas field, SE Pakistan

Published:2023-02 Issue:1 Volume:2 Page:100123
ISSN:2772-8838
Container-title:Geosystems and Geoenvironment
language:en
Short-container-title:Geosystems and Geoenvironment

Author:

Ali Nafees,Chen Jian,Fu Xiaodong,Hussain Wakeel,Ali Muhammad,Iqbal Sayed Muhammad,Anees Aqsa,Hussain Mazahir,Rashid Muhammad,Thanh Hung Vo

Publisher

Elsevier BV

Reference70 articles.

1. Integrated seismic interpretation, 2D modeling along with petrophysical and seismic attribute analysis to decipher the hydrocarbon potential of missakeswal area;Abbas;Pakistan. J. Geol. Geophys.,2019

2. Lithofacies classification and sequence stratigraphic description as a guide for the prediction and distribution of carbonate reservoir quality: a case study of the upper cretaceous Khasib formation (East Baghdad Oilfield, Central Iraq);Abdel-Fattah;J. Pet. Sci. Eng.,2021

3. Hydrocarbon type detection using the synthetic logs: a case study, baba member, Gulf of Suez, Egypt;Abudeif;J. Afr. Earth Sci.,2018

4. Acoustic impedance and lithology-based reservoir porosity analysis using predictive machine learning algorithms;Agbadze;J. Pet. Sci. Eng.,2022

5. Kadanwari gas field, Pakistan: a disappointment turns into an attractive development opportunity;Ahmad;Pet. Geosci.,2002

Cited by 27 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Machine learning based reservoir characterization and numerical modeling from integrated well log and core data;Geoenergy Science and Engineering;2024-12

2. Multifactor quantitative evaluation of tight sandstone reservoirs based on Geodetector model and spatial statistics: First member of the Paleogene Shahejie Formation, southern Raoyang Sag, Bohai Bay Basin;Geoenergy Science and Engineering;2024-11

3. A comprehensive study on optimizing reservoir potential: Advanced geophysical log analysis of zamzama gas field, southern indus basin, Pakistan;Physics and Chemistry of the Earth, Parts A/B/C;2024-10

4. Examining innovative unsupervised learning techniques for automated characterization of complex groundwater systems;Results in Engineering;2024-09

5. Integrating petrophysical data into efficient iterative cluster analysis for electrofacies identification in clastic reservoirs;Energy Geoscience;2024-09