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The AAPG/Datapages Combined Publications Database

Journal of Sedimentary Research (SEPM)

Abstract


Journal of Sedimentary Petrology
Vol. 38 (1968)No. 2. (June), Pages 400-410

Simple Linear Regression as a Means of Predicting the Thickness of Middle Allegheny Stratigraphical Interval in Eastern Ohio

Romeo M. Flores

ABSTRACT

The reconstruction of depositional environments of the middle Allegheny sediments includes isopachous map of the Middle Kittanning-Lower Freeport interval. Thus, the amount of complete Previous HitstratigraphicNext Hit interval thickness controls the accuracy of the isopach map and indirectly affects environmental interpretations. This paper presents a specific solution to prediction of thickness of the Middle Kittanning-Lower Freeport interval from the thickness of enclosed channel sandstone by using the linear regression model. The application of the linear regression as a predicting equation has increased the data of complete Previous HitstratigraphicNext Hit sections approximately twofold.

The results of the linear regression analyses indicate that along the fluvio-lacustrine and brackish-marine facies areas, the Previous HitstratigraphicNext Hit interval thickness is controlled by the thickness of the enclosed channel sandstone. That is, thick Middle Kittanning-Lower Freeport interval includes thick channel sandstone. The analysis further indicates that the Previous HitstratigraphicNext Hit interval shows progressive thickening toward the brackish-marine facies area and thinning toward the fluvio-lacustrine facies area.

The analysis has established that the linear regression relationship between the Previous HitstratigraphicTop interval and channel sandstone thickness does not significantly vary within and between the fluvio-lacustrine and brackish-marine facies areas. Thus, a Common Regression equation of the entire stratigraphical data along the outcrop belt was devised and used as the predicting equation. Such a device has proved to be operational in eastern Ohio and also should prove useful to other areas and rock units of fluvio-lacustrine and brackish-marine origins.


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