Published in: فصلنامه علوم و فناوری نفت و گاز، دوره: 8، شماره: 4
COI code: JR_IJOGST-8-4_001
Paper Language: English
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Authors Chemometrics-enhanced Classification of Source Rock Samples Using their Bulk Geochemical Data: Southern Persian Gulf BasinMajid Alipour - Assistant Professor, Department of Geology, Faculty of Earth Sciences, Shahid Chamran University of Ahvaz, Iran
Bahram Alizadeh - Professor, Petroleum Geology and Geochemistry Research Center (PGGRC), SCU, Ahvaz, Iran
Scott Ramos - Professor, Infometrix, Inc. 11807 North Creek Parkway South, Suite B-111, Bothell, WA 98011
Behzad Khani - Ph.D., Research Institute of Petroleum Industry (RIPI), Tehran, Iran
Abstract:Chemometric methods can enhance geochemical interpretations, especially when working with large datasets. With this aim, exploratory hierarchical cluster analysis (HCA) and principal component analysis (PCA) methods are used herein to study the bulk pyrolysis parameters of 534 samples from the Persian Gulf basin. These methods are powerful techniques for identifying the patterns of variations in multivariate datasets and reducing their dimensionality. By adopting a divide-and-conquer approach, the existing dataset could be separated into sample groupings at family and subfamily levels. The geochemical characteristics of each category were defined based on loadings and scores plots. This procedure greatly assisted the identification of key source rock levels in the stratigraphic column of the study area and highlighted the future research needs for source rock analysis in the Persian Gulf basin.
Keywords:Chemometric Classification, Source Rock Geochemistry, Rock-Eval Pyrolysis Data, HCA, PCA
COI code: JR_IJOGST-8-4_001
how to cite to this paper:If you want to refer to this article in your research, you can easily use the following in the resources and references section:
Alipour, Majid; Bahram Alizadeh; Scott Ramos & Behzad Khani, 2019, Chemometrics-enhanced Classification of Source Rock Samples Using their Bulk Geochemical Data: Southern Persian Gulf Basin, Iranian Journal of Oil & Gas Science and Technology 8 (4), https://www.civilica.com/Paper-JR_IJOGST-JR_IJOGST-8-4_001.htmlInside the text, wherever referred to or an achievement of this article is mentioned, after mentioning the article, inside the parental, the following specifications are written.
First Time: (Alipour, Majid; Bahram Alizadeh; Scott Ramos & Behzad Khani, 2019)
Second and more: (Alipour; Alizadeh; Ramos & Khani, 2019)
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Type: state university
Paper No.: 13712
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