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مقالات فارسیISIکنفرانسهاژورنالها

Chemometrics-enhanced Classification of Source Rock Samples Using their Bulk Geochemical Data: Southern Persian Gulf Basin

محل انتشار: فصلنامه علوم و فناوری نفت و گاز، دوره: 8، شماره: 4
سال انتشار: 1398
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 335

فایل این مقاله در 17 صفحه با فرمت PDF قابل دریافت می باشد

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این مقاله:
https://civilica.com/doc/1015941

شناسه ملی سند علمی:

JR_IJOGST-8-4_001

تاریخ نمایه سازی: 6 خرداد 1399

چکیده مقاله:

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.

کلیدواژه ها:

Chemometric Classification ، Source Rock Geochemistry ، Rock-Eval Pyrolysis Data ، HCA ، PCA

نویسندگان

Majid 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. ۱۱۸۰۷ North Creek Parkway South, Suite B-۱۱۱, Bothell, WA ۹۸۰۱۱

Behzad Khani

Ph.D., Research Institute of Petroleum Industry (RIPI), Tehran, Iran

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  • Alipour, M., Organic Geochemistry of Source Rocks and Unconventional Resources; ...
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  • Alizadeh, B., Alipour, M., Chehrazi, A., and Mirzaie, S., Chemometric ...
  • Alsharhan, A., Petroleum Geology of the United Arab Emirates, Journal ...
  • Alsharhan, A. and Nairn, A., Tertiary of the Arabian Gulf: ...
  • Alsharhan, A.S. and Kendall, C.G.S.C., Precambrian to Jurassic Rocks of ...
  • Fabiańska, J.M., GC-MS Investigation of Distribution of Fatty Acids in ...
  • Farrimond, P., Stoddart, D., and Jenkyns, H., An Organic Geochemical ...
  • Ghazban, F., Petroleum Geology of the Persian Gulf, Tehran University, ...
  • Grimalt, J.O., Canton, L., and Olive, J., Source Input Elucidation ...
  • Harris, P., Frost, S., Seiglie, G., and Schneidermann, N., Regional ...
  • Hughes, W., Holba, A., Miller, D., and Richardson, J., Geochemistry ...
  • Jordan, C.F., Connally, T.C., and Vest, H.A., Middle Cretaceous Carbonates ...
  • Kent, P., The Emergent Hormuz Salt Plugs of Southern Iran, ...
  • Kowalski, B., Schatzki, T., and Stross, F., Classification of Archaeological ...
  • Kruge, M.A., Determination of Thermal Maturity and Organic Matter Type ...
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  • Peters, K.E., Coutrot, D., Nouvelle, X., Ramos, L.S., Rohrback, B.G., ...
  • Peters, K.E., Curry, D.J., and Kacewicz, M. Basin Modeling: New ...
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