Theses/Dissertations
Author Magner, Kerry Allen, 1975- author.

Title Characterization of geotechnical variability based upon sampling frequency using Monte Carlo simulation : a study of the kcICON project / by Kerry Allen Magner.

Published [Rolla, Missouri] : Missouri University of Science and Technology, [2010]
LOCATION CALL # STATUS
 MST DEPOSITORY  THESIS T 9741/9768  MICROFILM    NOT CHECKED OUT
 MST Thesis  THESIS T 9741    NOT CHECKED OUT
Description x, 52 leaves : illustrations ; 29 cm + 1 CD-ROM.
Summary "The geotechnical variability of individual homogeneous isotropic soil units is of interest during the process of determination of adequate geotechnical design parameters for almost all construction projects. In this study, an attempt is made to quantify the effects of sampling frequency (sample size) on the mean, variance, and coefficient of variation of individual geomechanical parameters within a distinct soil type. In-situ geotechnical sampling data and laboratory testing data from the kcICON project was provided by Terracon Consultants, Inc. (Terracon) of Lenexa, Kansas for analysis within this research project. This soil sampling and laboratory testing was performed by Terracon as part of the geotechnical research and design portion of the kcICON project during January 2008 to October 2008. Statistical distributions of distinct individual geomechanical properties for select soil and material types have been established from the soil database created from the kcICON project. A "random sample" sampling scenario with an incrementally increasing sampling frequency (sample size) been performed on the identified statistical distributions of the identified geomechanical properties for distinct soil and material types. Lastly, statistical correlations of the mean, variance, and coefficient of variation for each "random sample" sampling scenario have been determined. The results indicate that for the "random sample" sampling scenario of the provided geomechanical data set (kcICON data) there is a quantitative correlation between the increase in the sampling frequency (sample size) and a decrease in the sample variability"--Abstract, leaf iii.
Notes Vita.
Typescript.
M.S. Missouri University of Science and Technology 2010.
Includes bibliographical references (leaf 51).
"Included with this thesis is a CD-ROM, which contains additional information including site layout and boring location maps, geotechnical design reports, a geotechnical sampling and testing database, a typical boring log, and geotechnical laboratory data used for analysis. All documents have been prepared as Adobe Acrobat .PDF document files"--Appendix, leaf 50.
Subjects Soils -- Testing -- Methodology.
Soils -- Analysis.
Monte Carlo method.
Engineering geology.
Other Titles Study of the kcICON project.
MST Thesis. Geological Engineering (M.S., 2010)
Additional Keywords Engineering geology.
Monte Carlo method.
Soils Analysis.
Soils Testing Methodology.
OCLC/WorldCat Number 730928299
Author Magner, Kerry Allen, 1975- author.
Title Characterization of geotechnical variability based upon sampling frequency using Monte Carlo simulation : a study of the kcICON project / by Kerry Allen Magner.
Subjects Soils -- Testing -- Methodology.
Soils -- Analysis.
Monte Carlo method.
Engineering geology.
Additional Keywords Engineering geology.
Monte Carlo method.
Soils Analysis.
Soils Testing Methodology.
Other Titles Study of the kcICON project.
MST Thesis. Geological Engineering (M.S., 2010)