Introduction to CLAY/10/7490E database

This short communication introduces CLAY/10/7490E, an incomplete multivariate clay database containing 10 clay parameters: liquid limit, plasticity index, liquidity index, normalized vertical effective stress, normalized preconsolidation stress, normalized undrained shear strength, sensitivity, pore pressure ratio, normalized cone tip resistance, and normalized effective cone tip resistance. The characteristics of the database are presented using summary statistics and correlation plots. Some transformation models related to undrained shear strength and preconsolidation stress are investigated to calibrate the means and coefficients of variation (COVs) of their model factors. Applications of the database to data-driven site characterization are highlighted by referring to the source references. The Excel file that contains the CLAY/10/7490E database can be downloaded from the following Mendeley link: https://data.mendeley.com/datasets/f2m3xnzsvz/3

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Publication Details

Journal
Geodata and AI.
Published
2025-07-30
DOI
https://doi.org/10.1016/j.geoai.2025.100031
Citations
1
Primary Topic
Geotechnical Engineering and Analysis
Type
article
Field-Weighted Citation Impact
1.30

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article

Introduction to CLAY/10/7490E database

Jianye Ching
1 citations
Geodata and AI.
Geotechnical Engineering and Analysis
1.30
article

Introduction to CLAY/10/7490E database

Jianye Ching
article en
1 citations

Abstract

This short communication introduces CLAY/10/7490E, an incomplete multivariate clay database containing 10 clay parameters: liquid limit, plasticity index, liquidity index, normalized vertical effective stress, normalized preconsolidation stress, normalized undrained shear strength, sensitivity, pore pressure ratio, normalized cone tip resistance, and normalized effective cone tip resistance. The characteristics of the database are presented using summary statistics and correlation plots. Some transformation models related to undrained shear strength and preconsolidation stress are investigated to calibrate the means and coefficients of variation (COVs) of their model factors. Applications of the database to data-driven site characterization are highlighted by referring to the source references. The Excel file that contains the CLAY/10/7490E database can be downloaded from the following Mendeley link: https://data.mendeley.com/datasets/f2m3xnzsvz/3

Geodata and AI.Vol. 5
National Taiwan University (TW)
National Taiwan University
Openalex Percentile: Top 18%
Geotechnical Engineering and Analysis
1.30
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Introduction to CLAY/10/7490E database — Jianye Ching · Geodata and AI. (2025) | TGRS Research Map | TGRS