基于灰色关联与逐步回归的黄石市区岩土参数相关性研究OA北大核心CSTPCD
Correlation study of rock and soil parameters in Huangshi urban area based on grey correlation and stepwise regression
为获取较为准确可靠的岩土参数值,提升岩土工程勘察效率,以黄石市区第四系全新统湖积层(Q4l)淤泥质土和第四系上更新统残积层(Q3el)粉质黏土为研究对象,采用灰色关联分析法分析土层各岩土参数之间的关联程度,建立逐步回归模型,得到力学参数的经验公式.研究结果表明:土体的力学参数与其物理参数存在联系,确定了黄石市区两类典型土体的力学参数与物理参数相关度;逐步回归模型得到的力学参数与物理参数之间的经验公式拟合效果较好.研究结论为岩土工程勘察相关参数的快速获取及标定提供参考.
In order to obtain more accurate and reliable geotechnical parameters and improve the efficiency of geotechnical investigation,This paper takes the Quaternary Holocene lacustrine(Q4l)silty soil and Quaternary Upper Pleistocene eluvial(Q3el)silty soil in Huangshi City as the research objects,adopts the gray correlation analysis method to analyze the degree of association between various geotechnical parameters,establishes a stepwise regression model,and obtains empirical formulas for mechanical parameters.The results show that the mechanical parameters of the soil are related to its physical parameters,and the correlation between the mechanical parameters and the physical parameters of the two typical soils in Huangshi City is determined.The empirical formula between the mechanical parameters and the physical parameters obtained by the stepwise regression model has a good fitting effect.The research conclusions provide a reference for the rapid acquisition and calibration of relevant parameters of geotechnical engineering investigation.
王雨萌;吴佳;章小龙;张潮;李国敏;宋建邦
中国地质大学(武汉) 环境学院,湖北 武汉 430078湖北省地质局冶金地质勘探大队,湖北 十堰 435004
土木建筑
岩土参数灰色关联分析逐步回归相关性分析经验公式
geotechnical parametergrey correlation analysisstepwise regressioncorrelation analysisempirical formula
《辽宁工程技术大学学报(自然科学版)》 2024 (004)
417-424 / 8
湖北省地质局冶金地质勘探大队科技基金项目(YJDKY2022-03)
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