Study on Correlation between Loess Collapsibility and Soil Physical Property Index

GUO Qianyi; WANG Youlin; XIE Wanli; SHI Wei

doi:10.19751/j.cnki.61-1149/p.2021.01.019

Northwestern Geology > 2021 > 54(1): 212-221. > DOI: 10.19751/j.cnki.61-1149/p.2021.01.019

GUO Qianyi, WANG Youlin, XIE Wanli, et al. Study on Correlation between Loess Collapsibility and Soil Physical Property Index[J]. Northwestern Geology, 2021, 54(1): 212-221. DOI: 10.19751/j.cnki.61-1149/p.2021.01.019

Citation:

PDF (5868 KB)

Study on Correlation between Loess Collapsibility and Soil Physical Property Index

1. Shaanxi Hydrological Engineering Geology and Environmental Geological Survey Center, Xi'an 710068, Shaanxi, China;
2. State Key Laboratory of Continental Dynamics, Department of Geology, Northwest University, Xi'an 710069, Shaanxi, China

More Information

Received Date: December 25, 2019
Revised Date: August 25, 2020
Available Online: July 28, 2022
Published Date: March 04, 2021

Graphical Abstract

Abstract

Abstract

The authors aimed to use the existed laboratory test data to establish a set of rapid and accurate new method for predicting and evaluating the loess collapsibility. On the basis of the results from laboratory test conducted in Xianyang Loess Plateau, the factor analysis theory,the partial least squares method and the regression analysis method was used. This paper analyzed the correlation between soil physical property index and loess collapsibility coefficient with loess collapsibility mechanism,thus constructing a prediction model of loess collapsibility based on PLS method and LogisticCum function.
- loess collapsibility,
- physical and mechanical index,
- factor analysis,
- partial least squares method,
- prediction model

FullText(HTML)

References (24)

References

林鸿州,李广信,于玉贞,等. 基质吸力对非饱和土抗剪强度的影响[J]. 岩土力学,2007,28(9):1931-1936.

LIN H Z, LI G X, YU Y Z,et al. Influence of matric suction on shear strength behavior of unsaturated soils[J]. Rock and Soil Mechanics, 2007,28(9):1931-1936.

李萍,李同录. 黄土物理性质与湿陷性的关系及其工程意义[J]. 工程地质学报,2007,(04):506-512.

LI Ping, LI Tonglu. Relationship between physical properties of loess and collapsibility and its engineering significance.[J]. Journal of Engineering Geology,2007,(04):506-512.

井彦林,仵彦卿. 基于最小二乘支持向量机的黄土湿陷性预测挖掘[J]. 岩土力学,2010,31(06):1865-1870.

JING Yanlin,WU Yanqing. Prediction of loess collapsibility by using data mining based on least squares support vector machines[J]. Rock and Soil Mechanics,2010,31(06):1865-1870.

刘颖莹,谢婉丽,朱桦,等. 陕西泾阳地区黄土固结湿陷试验及预测模型研究[J].西北地质,2018,51(02):227-233.

LIU Yingying, XIE Wanli, ZHU Hua, et al. Study on Loess Consolidation collaps Test and Prediction Model in Jingyang District, Shaanxi Province[J]. Northwestern Geology,2018,51(02):227-233.

刘悦,王家鼎. 黄土湿陷性评价中的模糊信息优化处理方法[J]. 西北大学学报(自然科学版),2000,30(1):63-65.

LIU Yue, WANG Jiading. The method of fuzzy information processing of optimization in the evaluation of loess collapsibility[J]. Journal of Northwest University(Natural Science Edition), 2000, 30(1):63-65.

邵生俊,杨春鸣,马秀婷,等. 黄土的独立物性指标及其与湿陷性参数的相关性分析[J]. 岩土力学,2013,34(S2):27-34.

SHAO Shengjun,YANG Chunming,MA Xiuting,et al. Correlation analysis of collapsible parameters and independent physical indices of loess[J]. Rock and Soil Mechanics,2013,34(S2):27-34.

徐志军,郑俊杰,张军,等. 聚类分析和因子分析在黄土湿陷性评价中的应用[J]. 岩土力学,2010,31(S2):407-411.

XU Zhijun, ZHENG Junjie, ZHANG Jun, et al. Application of cluster analysis and factor analysis to evaluation of loess collapsibility[J]. Rock and Soil Mechanics,,2010,31(S2):407-411.

王家鼎.地理学研究中的模糊信息优化处理方法[J].地理与地理信息科学,1999,15(1):75-80.

WANG Jiading.Fuzzy information optimization processing method in geography research[J].Geography and Geographic Information Science, 1999,15(1):75-80.

谢婉丽,王家鼎,张新军,等.模糊信息优化方法在黄土湿陷性评价中的应用[J].西北大学学报:自然科学版,2005,35(1):95-99.

XIE Wanli,WANG Jiading,ZHANG Xinjun,et al,Application of Fuzzy Information Optimization Method in Evaluation of Loess Collapsibility[J].Journal of Northwest University:Natural Science Edition,2005,35(1):95-99.

谢婉丽,王延寿,马中豪,等. 黄土湿陷机理研究现状及发展趋势[J]. 现代地质,2015,29(02):397-407.

XIE Wanli,WANG Yanshou,MA Zonghao,et al. Research Status and Development Trend of Loess Collapsing Mechanism[J]. Modern Geology,2015,29(02):397-407.

葛瑞华,谢婉丽,冯立.泾阳南塬Q3黄土吸湿特性试验研究[J].西北地质,2015,48(04):218-225.

GE Ruihua, XIE Wanli,FENG Li. Experimental study on moisture absorption characteristics of Q3 loess in Jingyang[J]. Northwestern Geology,2015,48(04):218-225.

Derbyshire E. Failure mechanism in loess and the effects of moisture content changes on remoulded strength[J]. Quaternary International, 1994, 24:5-15.

Derbyshire E,Meng X, WANG J. Collapsible loess on the loess plateau of China[J]. International Journal of Rock Mechanics and Mining Sciences and Geomechanics Abstracts, 1996, 33(4):157-162.

Cited By

Cited by

Periodical cited type(17)

1.	张文铎，包含，兰恒星，郑涵，晏长根，王俊田，敖新林. 不同坡度下生态防护黄土边坡水分迁移演化特征研究. 西北地质. 2025(02): 121-135+345 . 本站查看
2.	司俊泽，孙茉，许健，张鉴，杨少飞，于永堂. 低含水率无序黄土填方地基注水增湿试验研究. 西北地质. 2025(02): 136-145+345 . 本站查看
3.	郝俊峰，冯飞鸿，王涛，谷孟辉. pH值对湿陷性黄土物理力学性能及微观结构的影响. 岩土工程技术. 2024(02): 233-237 .
4.	任剑，赵雪锋. 不同仰拱深度的公路黄土隧道仰拱受力特性分析. 山西交通科技. 2024(01): 80-84 .
5.	张秀俊. 新建黄土隧道基底钢管桩加固合理桩长研究. 山西交通科技. 2024(03): 97-101+124 .
6.	王凯，李向国，李帅，曹晨旭. 黄土湿陷性物性指标分析与定量预测模型研究. 甘肃科学学报. 2024(05): 138-145 .
7.	李国华，周爱红，袁颖，黄虎城，曹聪. 山西转型综改示范区黄土湿陷性指标分析及其预测模型研究. 地质与勘探. 2024(06): 1246-1256 .
8.	李国华，周爱红，曹聪，袁颖，张淼. 基于地理探测器的自重黄土湿陷性预测模型研究. 河北地质大学学报. 2024(06): 84-92 .
9.	黄煜，谢婉丽，刘琦琦，杨惠，朱荣森，李嘉昊，穆柯，严明，肖金存，何高锐. 基于GIS与MaxEnt模型的滑坡易发性评价——以铜川市中部城区为例. 西北地质. 2023(01): 266-275 . 本站查看
10.	杨国辉，李驰，商艳，高瑜，李拴虎. 矿渣微粉改良黄土力学性能及抗剪强度预测模型. 科学技术与工程. 2023(03): 1185-1191 .
11.	洪勃，唐亚明，冯卫，陈新建，冯凡，周永恒，尹春旺. 吕梁山区马兰黄土抗剪强度参数的区域变化规律及其影响因素试验研究. 西北地质. 2023(02): 272-281 . 本站查看
12.	潘登丽，康尘云. 黄土湿陷系数与物性指标的相关性分析. 西北水电. 2023(02): 47-51 .
13.	杨润基，卢许佳，高庆，谭维佳. 轨道湿陷性黄土现场浸水试验及处置方案比选研究. 粉煤灰综合利用. 2023(05): 33-42 .
14.	程富强. 大厚度黄土湿陷性影响因素及评价方法探讨. 地质装备. 2022(01): 31-37 .
15.	张振海. 湿陷性黄土地基的沉降规律与特征研究——以某商业楼倾斜事故为例. 重庆建筑. 2022(11): 57-61 .
16.	董贵宇，聂中明，陈希，陈海雯. 黄土湿陷性与物理力学指标的相关性分析：以新疆伊犁地区黄土为例. 世界地质. 2022(04): 751-762 .
17.	王建安，徐传召，朱俊鹏，雷方超. 压实Q_3黄土的高压压缩与浸水变形特性研究. 水利与建筑工程学报. 2021(04): 23-29+52 .

Other cited types(16)

Get Citation

PDF

XML

Article views (1690) PDF downloads (1395) Cited by(33)

Turn off MathJax

Article Contents

Abstract

References

	LI Peiyue, LIANG Hao, YANG Junyan, TIAN Yan, KOU Xiaomei. 2025: Dynamic Characteristics and Trend Prediction of Groundwater Level in Xi’an City, China Based on GM (1, 1) and BP Neural Network Models. Northwestern Geology: 1-10. DOI: 10.12401/j.nwg.2024118
	ZHANG Jiarui, GAO Yongwei, ZHANG Zhongping, XIE Jianqiang, YANG Yan, YU Chao, YU Junpeng, LI Tongguo, JIA Zhilei, WANG Xiaowei. 2024: Building a Prediction Model for Resource Potential Forecast of Principal Gold Deposits in West Qinling Mountains of Gansu Province. Northwestern Geology, 57(5): 88-105. DOI: 10.12401/j.nwg.2024053
	LIU Xiaoyu, LI Shijie, HE Haiyang, QIN Haoyang, WANG Siqi, SUN Xu. 2024: Analysis of Land Use Change and Habitat Quality Evolution Based on InVEST and PLUS Models: Example from Hanzhong Basin. Northwestern Geology, 57(4): 271-284. DOI: 10.12401/j.nwg.2024048
	LI Chenglin, WANG Jiading, GU Tianfeng. 2022: A Study on the Prediction Model of High Filling Foundation Settlement in Northwest China. Northwestern Geology, 55(1): 225-235. DOI: 10.19751/j.cnki.61-1149/p.2022.01.019
	WANG Gaofeng, GUO Ning, DENG Bing, TIAN Yuntao, YE Zhennan, CHEN Zongliang, LÜ Fenglan, GAO Youlong. 2021: Analysis of Landslide Susceptibility and Accuracy in Different Combination Models. Northwestern Geology, 54(2): 259-272. DOI: 10.19751/j.cnki.61-1149/p.2021.02.023
	LIU Yingying, XIE Wanli, ZHU Hua, YU Hong, GE Ruihua. 2018: Study on Loess Consolidation Collapse Test and Prediction Model in Jingyang District, Shaanxi Province. Northwestern Geology, 51(2): 227-233.
	CHU Shao-xiong, ZHANG Shou-ting, GAO Yang, LIU Xiao-ji, DU Jia-mao. 2008: Orebody Geology-Geophysics Fast Localization Prediction Model-A Case Study of Menying Cu Polymetallic Deposit in Fengning. Northwestern Geology, 41(2): 101-109.
	ZHAO Shi-jun, ZHAO Xi-kui, YANG Shao-chun. 2005: Similar analysis of geological structure physical model. Northwestern Geology, 38(4): 14-18.
	MIAO Wei-dong, . 2003: Time prediction study on occurring of landslides in Bailuyuan, Xi’an. Northwestern Geology, 36(4): 90-95.
	MA Run-yong, PENG Jian-bing, WANG Jia-ding, PAN Ai-fang. 2003: Discussion on the model of basic thinking in the earthquake prediction. Northwestern Geology, 36(2): 103-108.

Study on Correlation between Loess Collapsibility and Soil Physical Property Index

Abstract

References

Related Articles

Cited by

Periodical cited type(17)

Other cited types(16)

Catalog

Study on Correlation between Loess Collapsibility and Soil Physical Property Index

Abstract

References

Related Articles

Cited by

Periodical cited type(17)

Other cited types(16)

Catalog

Export File

Citation

Format

Content