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《Journal of Guilin University of Technology》 2014-01
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Bayes discriminant analysis model for seismic sand liquefaction

ZHANG Zi-zhao;CHEN Ju-peng;CHEN Kai;CUI Chun-lei;College of Geological and Mining Engineering,Xinjiang University;School of Resources and Earth Science,China University of Mining & Technology;School of Civil Engineering,Xinjiang University;Jiangxi Institute of Design & Research;  
Based on the principle of Bayes discriminant analysis and the factors influencing the sand liquefaction,the model was applied to the prediction of sand liquefaction with eight factors listed as following: seismic intensity,epicenteral distance,groundwater level,sand depth,blow number of standard penetration test,mean granular diameter,coefficient of nonuniformity,ratio of shearing stress to effective overburden stress. With 21 groups of typical sandy soil seismic liquefaction data during Tangshan earthquake as samples,Bayes discriminant analysis model of predicting earthquake liquefaction of sandy soil in Tangshan area is established. Then the model is applied to predict the sand liquefaction through other 9 samples. The results show that the prediction Model of Bayes discriminant analysis has excellent performances with high prediction accuracy. It is an efficient method for the prediction of sand liquefaction and could be applied to practical engineering.
【Fund】: 中国地质调查局资助项目(1212011120477);; 新疆大学天山学者特聘教授科研基金项目(11100213);; 新疆维吾尔自治区教育厅自然科学基金项目(XJEDU2013S06);; 新疆大学校院联合基金项目(XY110140)
【CateGory Index】: TU441;TU435
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【Citations】
Chinese Journal Full-text Database 7 Hits
1 Chen Xinmin Luo Guoyu (Dept of Earth Sciences, Nanjing University);INDETERMINATE GRAY PREDICTION METHOD OF POSSIBILITY OF SAND LIQUEFACTION DURING EARTHQUAKE[J];JOURNAL OF GUILIN INSTITUTE OF TECHNOLOGY;1997-02
2 ZHANG Chunlei,QIAN Jiazhong,ZHAO Weidong,MA Lei(School of Resources and Environmental Engineering,Hefei University of Technology,Hefei 230009,China);The application of bayesian approach to discrimination of mine water-inrush source[J];Coal Geology & Exploration;2010-04
3 WEN Chang-ping(Department of Urban Construction,Shaoyang University,Shaoyang 422000,China);Bayes discriminant analysis method of rock-mass quality classification[J];Journal of China Coal Society;2008-04
4 YANG Jian, CHEN Qing-shou (China University of Geosciences, Beijing 100083,China);Affecting Factors and Distinguishing Methods of Sandy Soil Liquefaction[J];West-china Exploration Engineering;2004-02
5 XIA Jian-zhong1,LUO Zhan-you1,GONG Xiao-nan2,BIAN Da-ke3 (1. Institute of Geotechnical Engineering,Zhejiang University of Science and Technology,Hangzhou 310012,China; 2. Institute of Geotechnical Engineering,Zhejiang University,Hangzhou 310027,China; 3. Hangzhou Design and Research Institute,China New Building Materials Industry,Hangzhou 310003,China);SUPPORT VECTOR MACHINE MODEL FOR PREDICTING SAND LIQUEFACTION[J];Chinese Journal of Rock Mechanics and Engineering;2005-22
6 PAN Jian-ping1,2,KONG Xian-jing1,ZOU De-gao1(1 State Key Laboratory of Coastal and Offshore Engineering,Dalian University of Technology,Dalian 116024,China;2 School of Architectural and Surveying Engineering,Jiangxi University of Science and Technology,Ganzhou 341000,China);Probabilistic evaluation of sand liquefaction based on Logistic regression model[J];Rock and Soil Mechanics;2008-09
7 LIU Nian-ping1,3,WANG Hong-tu1,2,YUAN Zhi-gang1,LIU Jing-cheng1(1.Key Lab for Exploitation of China Southwestern Resources & Environmental Disaster Control Engineering,Ministry of Education,Chongqing University,Chongqing 400030,China;2.State and Local Joint Engineering Laboratory of Methane Drainage in Complex Coal Gas Seam,Chongqing University,Chongqing 400030,China;3.College of Environment and Resources,Southwest University of Science and Technology,Mianyang,Sichuan 621010,China);Fisher discriminant analysis model of sand liquefaction and its application[J];Rock and Soil Mechanics;2012-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 TIAN Fei(Department of Sociology,Anhui University,Hefei,Anhui,230039);The Construction of Social Indicator System with Structure Equation Modeling Technology[J];Journal of Anhui University(Philosophy & Social Sciences);2007-06
2 PENG Ling 1,ZHANG Jing song 1,SUN Dong gen 2(1.Anhui Communications Vocational & Technical College,Hefei,230051,China;2.Highway administation of Anhui Province,Hefei,230022,China);SOLVE THE MAXIMUM DRY DENSITY AND OPTIMUM MOISTURE CONTENT OF THE MATERIAL BY THE INTERPOSITION METHOD[J];Journal of Anhui Institute of Architecture;2004-03
3 CUI Bu-li et al (College of Geography and Resource Management,Ludong College,Yantai,Shandong 264025);Analysis of Grain Yield Variation and its Affecting Factors in Dongying City[J];Journal of Anhui Agricultural Sciences;2006-11
4 ZHANG Guo-zong et al(College of Management,Hebei University of Technology,Tianjin 300130);Demonstration Analysis on the County Economic Competitiveness of Zhangjiakou City[J];Journal of Anhui Agricultural Sciences;2009-07
5 CHEN Xiao-ming(Institute of Communication Engineering,PLA University of Science and Technology,Nanjing,Jiangsu 210007);Empirical Analysis on Urban Competitiveness of Urban Agglomeration of the Middle and South Liaoning Province[J];Journal of Anhui Agricultural Sciences;2009-10
6 ZHANG Ping et al(School of Architectural and Civil Engineering,Shenyang University,Shenyang,Liaoning 110044);Application of Groundwater Non-stable Liquid Theory in Infiltration Concretion of Saturated Soil[J];Journal of Anhui Agricultural Sciences;2009-26
7 ZHANG Shu-yi (School of Economics and Commerce,South China University of Technology,Guangzhou,Guangdong 510006);Correspondence Analysis on Income and Consumption of Urban Residents Structure in Guangdong Province[J];Journal of Anhui Agricultural Sciences;2010-32
8 TANG Jun(Agricultural Mechanization Management Office Science and Education Quality Department of Hubei Province,Wuhan,Hubei 430017);Ranking and Clustering of the Economic Status of Rural Residents in 31 Provinces and Autonomous Regions in China[J];Journal of Anhui Agricultural Sciences;2010-34
9 CHEN Dao-ping(School of Economics and Management,Chongqing Normal University,Chongqing 400047);Analysis of Input and Output of China's Agriculture Based on Canonical Correlation[J];Journal of Anhui Agricultural Sciences;2011-22
10 CAO Ying-qi et al (College of Economics,Hebei University,Baoding,Hebei 071002);Dynamics Research on Consumption Structure Difference of Urban-rural Residents in Hebei Province[J];Journal of Anhui Agricultural Sciences;2011-36
China Proceedings of conference Full-text Database 10 Hits
1 Ning Li,Jinxiang Liu College of Urban Construction and Safety Engineering,Najing University of Technology;The Energy Consumption Statistical Evaluation System Research of Beijing City[A];[C];2009
2 Qing Xiangyun,Wang Xingyu College of Information Science and Technology,East China University of Science and Technology,Shanghai 200237,P.R.China;Choice of Dimension Using Reversible Jump Markov Chain Monte Carlo in the Multidimensional Scaling[A];[C];2007
3 ZHANG Shi-yu,MA Li-yi,HE Qing(Faculty of Information,Management School,Beijing Union University,Beijing 100101,China);A study on the way of the solving problems in data analysis based entropy[A];[C];2011
4 JIAN Qi-qi,HUANG Long-sheng(Department of Statistics,Zhe Jiang Agriculture and Forestry University,Hangzhou 311300,China);A Relative Analysis of Demographic Statistics of Farming Registered and Urban Registered in Lin’An[A];[C];2011
5 LIU Ji-fu~(1,2) (1.South China University of Technology,Guangzhou 510640,China; 2.Guangdong Provincial Hangsheng Construction Group Co.Ltd.Guangzhou 511442,China);Three-equal-settlement-zone model for composite ground under embankment[A];[C];2007
6 ZHANG Li-song 1,YAN Xiang-zhen 2,YANG Xiu-juan 2,YANG Heng-lin 3,WANG XIN 4 1.College of Mechanical&Electronic Engineering,China University of Petroleum,Shandong,Dongying 257061,China;2.College of Architecture&Storage Engineering,China University of Petroleum,Shandong,Dongying 257061,China;3.Institute of Drilling and Technology,Beijing 100097,China;4.Langfang Branch,Research Institute of Petroleum Exploration&Development,PetroChina,Langfang065007,China;Coal fracture classification method based on failure approach index[A];[C];2010
7 GAO Shuiqin~①WANG Yimin~(①②) (①School of Civil Engineering & Transportation,South China University of Technology,Guangzhou 510640) (②State Key Laboratory of Subtropical Building Science,South China University of Technology,Guangzhou 510640);APPLICATION OF SAND BAG WELL TO SOFT FOUNDATION REINFORCEMENT OF ROAD WIDENING PROJECT[A];[C];2010
8 LUAN Hai, HUO Yu - xia, WANG Guo - hong (Jilin Highway Survey and Design Institute, Changchun 130021,China; Yanbian Highway Administration Office,Yanji 133000,China);Experiment on Rising of Capillary Water in the Earth under Freezing - Melting Condition[A];[C];2006
9 HUO Yu -xia, WAN Hai, SONG Yong - huan (Jilin Highway Survey and Design Institute, Changchun 130021,China; Yanbian Highway Administration Office,Yanji 133000,China);Study on Experiment of the Capillary Water in the Earth[A];[C];2006
10 LIU Xing-Yi QinZhou University, QinZhou 535000, China;Improved kNN algorithm based on Euclidean Distance[A];[C];2010
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 HAN Gui-wu,LIU Bin,FAN He School of Resources & Civil Engineering,Northeastern University,Shenyang 110004,China;Application of Principle of Fuzzy Closeness Optimization to Classification of Surrounding Rock in Tunnel[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2006-07
2 ZHOU Cui-ying 1,2,3, ZHANG Liang 2,4, HUANG Xian-yi 2,41.Department of Applied Mechanics and Engineering, Sun Yat-sen University, Guangzhou510275, China2.Research Centre of Underground Engineering and Information Technology, Sun Yat-sen University, Guangzhou510275, China3.Institute of Geotechnical Engineering, Sun Yat-sen University, Guangzhou510275, China4.Department of Earth Sciences, Sun Yat-sen University, Guangzhou510275, China;Classification of Rocks Surrounding Tunnel Based on Improved BP Network Algorithm[J];;2005-04
3 LIU Gui ying CHEN Jian ping WEI Xin yan LIU Jia long (Engineering Faculty,China University of Geosciences,Wuhan Hubei 430074,China);NEURAL NETWORK IDENTIFICATION FOR ROCKMASS STABI-LITY OF THE TUNNEL[J];Geological Science and Technology Information;2002-01
4 She Yuexin et al.;Probabilistic Model for Evaluation of Site Liquefaction Potential[J];Geotichnical Investigation and Surveying;2002-05
5 Tang Shidong et al.;Comparison of Discrimination Methods for Sand Liquefaction Used at Home and Abroad[J];Geotechnical Investigation & Surveying;2007-04
6 Lu Zhaozhen Dept.of Engineering Geology and Sarveying Sorveying,Hohai Univ.Wang Jin Dept.of Mathematics and Physics,Hohai Univ.Lü Yaping Kunming Investigation and Desing Inst.Energy Resources Ministry;Direct Method of Fuzzy Pattern Recoginition and Its Application to Stability Classification of Surrounding Rocks[J];;1991-06
7 Shao Zhongyong~(1,2)) Feng Deshun~(1,2)) (Postgraduate Institute, China University of Geoscience, Wuhan 430074)~(1)) (Yangtze Geotechnique and Survey Research Institute, Ministry of Water Resources, Wuhan 430011)~(2));Fuzzy Evaluation Method for Stability of Surrounding Rock in Highway Tunnel[J];Journal of Wuhan University of Technology;2004-05
8 Fei Weijin Jin Sulong (Yizheng Architectural Institute of Investigation and Design);APPLICATION OF MULTI-STEP FUZZY CLASSIFICATION CLUSTERING METHOD TO THE ADJOINING ROCK STABILITY CATEGORY FOR UNDERGROUND CONSTRUCTION[J];Site Investigation Science and Technology;2002-01
9 YANG Wu-yang1,WANG Wen-xiang2,ZHI Jian-shui3,XU Tong-feng3,WANG Han-guo3(1.School of Resource and Safety Engineering,China University of Mining & Technology,Beijing 100083,China;2.Xi'an Branch of China Coal Research Institute,Xi'an,Shaanxi 710054,China;3.Wutongzhuang Coal Mine,Fengfeng Group,Handan,Hebei 056000,China);Forecasting the Status of Mine Water Outlet by Monitoring the Changing of Terrestrial Stress of Mining Induced Strata[J];Journal of Mining & Safety Engineering;2007-01
10 XU Zhong-jie,YANG Yong-guo,TANG Lin(School of Resources and Earth Sciences,China University of Mining and Technology,Xuzhou 221008,China);Application of BP Neural Network in Evaluation of Water Source in Mine[J];Safety in Coal Mines;2007-02
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