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The Identification of the Uncertainty in Soil Strength Parameters Based on CPTu Measurements and Random Fields

The present paper responds to the challenge of modeling uncertainty in soil strength parameters concerning its spatial variability in a situation of limited soil information. Understanding this uncertainty allows for the management of the risk of geotechnical structure failure. In the present work,...

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Autores principales: Pieczyńska-Kozłowska, Joanna, Bagińska, Irena, Kawa, Marek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8401581/
https://www.ncbi.nlm.nih.gov/pubmed/34450835
http://dx.doi.org/10.3390/s21165393
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author Pieczyńska-Kozłowska, Joanna
Bagińska, Irena
Kawa, Marek
author_facet Pieczyńska-Kozłowska, Joanna
Bagińska, Irena
Kawa, Marek
author_sort Pieczyńska-Kozłowska, Joanna
collection PubMed
description The present paper responds to the challenge of modeling uncertainty in soil strength parameters concerning its spatial variability in a situation of limited soil information. Understanding this uncertainty allows for the management of the risk of geotechnical structure failure. In the present work, this uncertainty is identified based on signals from the cone penetration test (CPT) device. Signals are directly transformed using existing interpretation methods (typically used as a source of mean values of parameters for a given range of depths) to obtain depth-varying effective strength parameters of the soil. The process is performed by incorporating data from two case studies from different locations in similar soil materials. First, Keswick clay from Australia, for which the results of both CPT and laboratory tests are available, is examined. Second, to further verify the obtained results, the soil from Poland called Świerzna clay, for which only CPT signals were available, is also tested. As shown, the variability of the transformed signals can be a good source of information for identifying uncertainty in soil strength. It agrees well with literature data and can be used to identify random fields describing soil parameters.
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spelling pubmed-84015812021-08-29 The Identification of the Uncertainty in Soil Strength Parameters Based on CPTu Measurements and Random Fields Pieczyńska-Kozłowska, Joanna Bagińska, Irena Kawa, Marek Sensors (Basel) Article The present paper responds to the challenge of modeling uncertainty in soil strength parameters concerning its spatial variability in a situation of limited soil information. Understanding this uncertainty allows for the management of the risk of geotechnical structure failure. In the present work, this uncertainty is identified based on signals from the cone penetration test (CPT) device. Signals are directly transformed using existing interpretation methods (typically used as a source of mean values of parameters for a given range of depths) to obtain depth-varying effective strength parameters of the soil. The process is performed by incorporating data from two case studies from different locations in similar soil materials. First, Keswick clay from Australia, for which the results of both CPT and laboratory tests are available, is examined. Second, to further verify the obtained results, the soil from Poland called Świerzna clay, for which only CPT signals were available, is also tested. As shown, the variability of the transformed signals can be a good source of information for identifying uncertainty in soil strength. It agrees well with literature data and can be used to identify random fields describing soil parameters. MDPI 2021-08-10 /pmc/articles/PMC8401581/ /pubmed/34450835 http://dx.doi.org/10.3390/s21165393 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Pieczyńska-Kozłowska, Joanna
Bagińska, Irena
Kawa, Marek
The Identification of the Uncertainty in Soil Strength Parameters Based on CPTu Measurements and Random Fields
title The Identification of the Uncertainty in Soil Strength Parameters Based on CPTu Measurements and Random Fields
title_full The Identification of the Uncertainty in Soil Strength Parameters Based on CPTu Measurements and Random Fields
title_fullStr The Identification of the Uncertainty in Soil Strength Parameters Based on CPTu Measurements and Random Fields
title_full_unstemmed The Identification of the Uncertainty in Soil Strength Parameters Based on CPTu Measurements and Random Fields
title_short The Identification of the Uncertainty in Soil Strength Parameters Based on CPTu Measurements and Random Fields
title_sort identification of the uncertainty in soil strength parameters based on cptu measurements and random fields
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8401581/
https://www.ncbi.nlm.nih.gov/pubmed/34450835
http://dx.doi.org/10.3390/s21165393
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