Shale volume estimation based on the factor analysis of well-logging data |
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| Authors: | Norbert P Szabó |
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| Institution: | (1) Department of Petroleum Geology and Sedimentology, Faculty of Earth Sciences, King Abdelaziz University, Jeddah, Saudi Arabia |
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| Abstract: | In the paper factor analysis is applied to well-logging data in order to extract petrophysical information about sedimentary
structures. Statistical processing of well logs used in hydrocarbon exploration results in a factor log, which correlates
with shale volume of the formations. The so-called factor index is defined analogously with natural gamma ray index for describing
a linear relationship between one special factor and shale content. Then a general formula valid for a longer depth interval
is introduced to express a nonlinear relationship between the above quantities. The method can be considered as an independent
source of shale volume estimation, which exploits information inherent in all types of well logs being sensitive to the presence
of shale. For demonstration, two wellbore data sets originated from different areas of the Pannonian Basin of Central Europe
are processed, after which the shale volume is computed and compared to estimations coming from independent inverse modeling. |
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