Using conditioned random field to characterize the variability of geologic profiles

X.Y. Li, L.M. Zhang, Lisa H. Li

    Research output: Contribution to journalArticlepeer-review

    64 Citations (Scopus)

    Abstract

    © 2015 American Society of Civil Engineers. Geologic profiles cannot be identified with certainty due to inherent spatial variability and limited site-investigation data. Random field theory is a powerful tool for evaluating the spatial characteristics of soil and rock properties, but may overestimate the site variability if the site investigation data at borehole locations within the site are not considered. This paper aims to propose a method to generate a conditioned geologic random field based on available measurement information. It incorporates both direct and indirect information within the site to constrain the random field. The conditioned random field matches the measured data at the measurement locations, and has muchreduced uncertainty adjacent to the measurement locations due to spatial correlation. The proposed method is applied to evaluate the depth of Grade III rock surface at a construction site in Hong Kong using borehole data.With the proposed method, a more accurate description of the geologic profile can be obtained, which is desired for geotechnical design and construction.
    Original languageEnglish
    Pages (from-to)Article number 04015096-1
    Number of pages4015094
    JournalJournal of Geotechnical and Geoenvironmental Engineering
    Volume142
    Issue number4
    DOIs
    Publication statusPublished - 2016

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