Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Science of Surveying and Mapping》 2012-06
Add to Favorite Get Latest Update

Evaluation of soil erosion based on GA-B Pmodel

LI Xuan-qiong①②,HE Zheng-wei①,LONG Xiao-jun①②,YU Huan①③,WEN Peng-quan④(①National Key Laboratory of Geological Hazard Prevention and Environmental Protection,Chengdu 610059,China;②College of Geophysical of Chengdu,Chengdu University of Technology,Chengdu 610059,China;③College of Earth Sciences,Chengdu University of Technology,Chengdu 610059,China;④College of Nuclear Technology and Automation Engineering,Chengdu University of Technology,Chengdu 610059,China)  
This paper took Jiulong Country as study area,based on factors of gully density,slope,vegetation cover,land use type and DEM and combined with the spatial analysis function of ARCGIS and programming modeling capabilities of MATLAB,finished intelligent quantitative evaluation of soil erosion in this area by the model of GA-BP(genetic algorithm B Pneural networks),and contracted the outcome with AHP,formulated the superiority of GA-BP.This research may provide the beneficial reference of prevention and government for soil erosion in Jiulong and.
【Fund】: 国家自然科学基金(40972225);; 成都理工大学青年科学基金项目(2010QJ08);; 成都理工大学高层次人才科研启动基金(HJ0070)
【CateGory Index】: S157;P208
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 10 Hits
1 LUO Dinggui 1,2) WANG Xuejun 1) GUO Qing 3) ( 1) College of Environmental Sciences, Peking University, Beijing, 100871; 2) Civil and Environmental Engineering Department, East China Institute of Technology, Fuzhou, 344000; 3) Department of electronics and automation, East China Institute of Technology, Fuzhou,344000);The Application of ANN Realized by MATLAB to Underground Water Quality Assessment[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2004-02
2 LI Duan-you,CHEN Peng-xiao,ZHANG Bao-jun(Yangtze River Scientific Research Institute,Wuhan 430010,China);Research of BP Method in Displacement Prediction of Maoping Landslip[J];Journal of Yangtze River Scientific Research Institute;2005-06
3 YE Si-qiao~(1,2),TANG Hong-mei~1,SHI Jin-xu~1(1.Institute of Geotechnical Engineering,Chongqing Jiaotong University,Chongqing 400074,P.R.China;2.School of Civil Engineering,Southwest Jiaotong University,Chengdu 610031,P.R.China);Application of Revised BP-NN Method to Landslide Stability Analysis in the Three Gorges Area[J];Journal of Chongqing Jianzhu University;2006-06
4 CHEN Gang1,3,HE Zheng-wei2,YANG Bin1,YANG Yang1 1.College of Information Engineering,Chengdu University of Technology,Chengdu 610059,China 2.College of Earth Sciences,Chengdu University of Technology,Chengdu 610059,China 3.Information Center,Exploration & Production Research Institute,SWPB SINOPEC,Chengdu 610051,China;Application of genetic BP Neural Network on risk assessment of debris flow[J];Computer Engineering and Applications;2010-03
5 JIN Jian-bin1,WANG Yuan-qin2,CHEN Yuan1 (1.Company of Postgraduate Management,Academy of Equipment Command & Technology,Beijing 101416,China;2.Department of Scientific Research,Academy of Equipment Command & Technology,Beijing 101416,China);Application of Artificial Neural Network Based on Genetic Algorithm to Cooperative Transport of Multi-robots System[J];Computer and Modernization;2010-09
6 SU Gaoli1DENG Fangping2 (1. Zhejiang Institute of Meterology, Hangzhou 310004, China;2. Hangzhou Meterological Administration , Hangzhou 310008, China);On the Improving Backpropagation Algorithms of the Neural Networks Based on MATLAB Language:A Review[J];Bulletin of Science and Technology;2003-02
7 LI Yu,KONG Fanguo (Dept.of Mechatronics,Wuyi University,Jiangmen 529020,China);Optimization of Neural Network Based on Fuzzy Theory and Genetic Algorithm[J];Journal of Shanghai University of Engineering Science;2007-02
8 CAO Jian-feng, PING Jian- hua, SUMARE Oumar, JIANG Ji-yi, SHEN Yuan-yuan, QIN Li-juan( College of Environment and Resources, Jilin University, Changchun 130026, China);Application of improved BP neural network to groundwater environmental quality evaluation[J];Advances in Science and Technology of Water Resources;2006-03
9 KUAI Shenglong~1,ZHANG Hongzhen~2,LI Yunhui~3(1.Anhui Technical College of Water Resource and Hydroelectric Power,Hefei 230601,China;2.Pingdingshan Institute of Technology,Pingdingshan 467001,China;3.Faculty of Land Resources Engineering,Kunming University of Science and Technology,Kunming 650093,China);Environmental Quality Assessment Based on Genetic-Neural Network[J];Journal of Shenyang University;2006-02
10 WANG Yan-qiong,BAI Xiu-qin(School of Energy and Power Engineering,Wuhan University of Technology,Wuhan 430063,China);PREDICTION AND EVALUATION OF WATER QUALITY USING BP NEURAL NETWORK[J];Journal of Wuhan Polytechnic University;2007-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Li Jun et al(School of Natural Resources and Environmental Engineering,HFUT,Hefei 230009,China);Water Quality Evaluation of Qingyijiang River with BP Artificial Neural Network[J];Anhui Architecture;2008-03
2 LI Lei et al (Institute of Natural Resources and Environmental Science Research,Henan University,Kaifeng,Henan 475001);Application of RBF Neural Network in the Surface Water Assessment in Pingdingshan City[J];Journal of Anhui Agricultural Sciences;2008-26
3 YANG Xiao-mei et al (Key Laboratory for Water Conservation and Desertification Control of Ministry of Education,School of Soil and Water Conservation,Beijing Forestry University,Beijing 100083);Research on Quality of Typical Rainfall-Runoff Water in Jinyun Mountain[J];Journal of Anhui Agricultural Sciences;2010-25
4 YU Zhi-heng et al(College of Water Conservancy and Hydropower Engineering,Hohai University,Nanjing,Jiangsu 210098);Prediction of the Influence of Water Level and Environmental Factors on Physiological Index of Wheat[J];Journal of Anhui Agricultural Sciences;2010-34
5 LIU Zhi-bin,YANG Xiao-wei(College of Environmental Science and Engineering,Liaoning Technical University,Fuxin 123000,Liaoning,China);Groundwater quality evaluation of matter-element model based on the combined weights[J];Journal of Safety and Environment;2012-01
6 SHU Jin1(1.College of environmental science and engineering,Hehai University,Nanjing 210098,China);Using Neutral Network Model to Predict Water Quality[J];Environmental Science and Management;2006-01
7 XU Bo,LIU Jian-yong,LI Ling,ZHI De(Engineering College of Engineering Corps,PLA University of Science & Technology,Nanjing 210007,China);Evaluation Model for Flexibility Effectiveness of Armored Weapon System Based on Improved BP Neural Network[J];Ordnance Industry Automation;2009-06
8 LI Yanqin(Department of Resources and Environmental Geosciences, College of Environmental Sciences, Peking University, Beijing, 100871; The School of Management,Central University for Nationalities,Beijing,100081);A Technique Used in the Identification and Segmentation of Ecotourists: A Case Study of Baihuashan Nature Reserve in Beijing[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2005-06
9 Zou Bo Lu Zixing(School of Aeronautic Science and Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Method for simulating mechanical behavior of syntactic foam plastics by artificial neural networks[J];Journal of Beijing University of Aeronautics and Astronautics;2007-07
10 YANG Lin DANG Yanjun LIN Jiarui Institute of Biomedical Engineering,Huazhong University of Science and Technology,Wuhan 430074;An application of ANN for classification patients with congestive heart failure based on HRV analysis[J];Beijing Biomedical Engineering;2007-02
China Proceedings of conference Full-text Database 7 Hits
1 Wang Junsong, Qian Feifei, Zhang Xinghui, Gu Zhaolin, Wu Zhen (Tianjin University of Technology and Education, Tianjin, 300222);BP-Based Modelling and Calibration of Temperature Sensor[A];[C];2005
2 Wang junsong , Tian Ku, Liu Yumin, Zhang Xinghui, Li Jianguo, Liu Yuliang Tianjin University of Technology and Education, tianjin 300222;Intelligent Modeling And Measuring of The Cancer Issue Temperature Based on RBF Neural Network[A];[C];2006
3 LUO Jiao-hong WU Jun-ji(School of Power,Nanjing University of Science & Technology,Jiangsu,Nanjing 210094,China);A BP neural network based power flow analysis in congestion management[A];[C];2006
4 ;土壤环境质量评价的径向基函数神经网络模型设计与应用[A];[C];2005
5 Sun Bin Zhou Yunlong Hong Wenpeng (Department of Thermal Power, Northeast China Institute of Electric Power Engineering, Jilin 132012, China);Comparison of Several Fast Learning Algorithms of BP Networks in Flow Pattern Identification of Gas-Liquied Two-Phase Flow[A];[C];2004
6 LAN Li-bao ,DONG Hui-ying ,GAO Lan ( School of Information Science and Engineering, Shenyang Ligong University, Shenyang 110168, China);Research on moving object recognition algorithms in video-based monitoring system[A];[C];2007
7 Qi Yuliang Wang Tongxu Zhang Zhenyu Wang Rongchao Key Laboratory of Mine Disaster Prevention and Control, Shandong University of Science and Technology,Qingdao 266510;Study of the Levenberg-Marquardt BP Neural Network Method for Back Analysis of Displacements[A];[C];2006
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LUO Dinggui 1,2) WANG Xuejun 1) GUO Qing 3) ( 1) College of Environmental Sciences, Peking University, Beijing, 100871; 2) Civil and Environmental Engineering Department, East China Institute of Technology, Fuzhou, 344000; 3) Department of electronics and automation, East China Institute of Technology, Fuzhou,344000);The Application of ANN Realized by MATLAB to Underground Water Quality Assessment[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2004-02
2 LI Duan-you,CHEN Peng-xiao,ZHANG Bao-jun(Yangtze River Scientific Research Institute,Wuhan 430010,China);Research of BP Method in Displacement Prediction of Maoping Landslip[J];Journal of Yangtze River Scientific Research Institute;2005-06
3 Zhang Chaosheng,,Zhang Shen,,He Jianbang(LREIS, Institute of Geography, Chinese Academy of Sciences, Beijing,100101);SPATIAL DISTRIBUTION CHARACTERISTICS OF HEAVY METALS IN THE SEDIMENTS OF CHANGJIANG RIVER SYSTEM ——GEOSTATISTICS METHOD[J];Acta Geographica Sinica;1997-02
4 Zhang Chaosheng Zhang Shen He Jianbang (LREIS, Institute of Geography, Chinese Academy of Scienes, Beijing 100101);SPATIAL DISTRIBUTION CHARACTERISTICS OF HEAVY METALS IN THE SEDIMENTS OF CHANGJIANG RIVER SYSTEM ——SPATIAL AUTOCORRELATION AND FRACTAL METHODS[J];ACTA GEOGRAPHICA SINICA;1998-01
5 CHEN Cuihua1) NI Shijun2) HE Binbin3) ZHANG Chengjiang1)1) College of Earth Sciences, Chengdu University of Technology, Chengdu,Sichuan 610059; 2) College of Applied Nuclear Techniques & Automatic Engineering, Chengdu University of Technology,Chengdu, Sichuan 610059; 3) Institute of Geo-Spatial Information Science and Technology, University of Electronic Science and Technology of China,Chengdu,Sichuan 610054;Spatial-Temporal Variation of Heavy Metals Contamination in Sediments of the Dexing Mine,Jiangxi Province[J];Acta Geoscientica Sinica;2008-05
6 Zheng\ Yuanming\ \ Chen\ Huang\ \ Chen\ Tongbin\ \ Zheng\ Guodi Wu\ Hongtao\ \ Zhou\ Jianli (Laboratory of Environmental Remediation, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101);SPATIAL DISTRIBUTION PATTERNS OF Cr AND Ni IN SOILS OF BEIJING[J];Quaternary Sciences;2003-04
7 Zhong Zuoxing Tang Minggao Zhang Jianli(China University of Geosciences,Beijing, 1000083);INFLUENCE OF MINING DRAINAGE OF ZIBO COAL MINES ON QUALITY OF SURFACE WATER AND GROUNDWATER[J];EARTH SCIENCE FRONTIERS;1999-S1
8 LI Xia,ZHANG Yiqian (1.Xi'an University of Finance and Economics Xi'an Shanxi 710061;2.College of environment and engineering,Chang'an University Xi'an,Shanxi 710054);Pollution of Mo Mine Solid Waste to Water Environment in Jinduicheng[J];Ground Water;2006-05
9 Cheng Lin\ Wang Haoran (Institute of Geochemistry, Chinese Academy of Sciences, Guiyang, 550002);ENVIRONMENTAL GEOCHEMISTRY AND GEOGRAPHIC INFORMATION SYSTEM (GIS)[J];GEOLOGY-GEOCHEMISTRY;1999-02
10 HE Zheng-wei1,2,LIU Jun-shan2,ZHAO Yin-bing2,YU Huan2,XUE Dong-jian2 (1.State Key Laboratory of Geohazard Prevention & Geoenvironment Protection,Chengdu University of Technology,Chengdu 610059,China;2.College of Earth Science,Chengdu University of Technology,Chengdu 610059,China);Discussion on the Geo-ecological Environmental Carrying Capacity of Mineral Resource Exploitation in Western Regions[J];Earth and Environment;2011-02
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 CHEN Xiaoli 1),3)QI Shengwen 2)YE Hong 1)(1)Institute of Geology,China Earthquake Administration,Beijing,100029;2)Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing,100029);Fuzzy Comprehensive Study on Seismic Landslide Hazard Based on GIS[J];;2007-02
2 ZHOU Shi-guan, LI Zhong-xia (College of Electromechanical Engineering, Southern Institute of Metallurgy, Ganzhou 341000, China);Genetic Algorithm for Optimization of Neural Network Structure and Weight Distribution[J];Ordnance Industry Automation;2004-04
3 LI Duan-you,CHEN Peng-xiao,ZHANG Bao-jun(Yangtze River Scientific Research Institute,Wuhan 430010,China);Research of BP Method in Displacement Prediction of Maoping Landslip[J];Journal of Yangtze River Scientific Research Institute;2005-06
4 ZHANG Wen-ge, LI Hui-an, CAI Da-ying;Artificial nerve network method of water quality evaluation[J];Water Resource & Hydropower of Northeast China;2004-10
5 XU Hong 1. College of Electrical Engineering, Yanshan University, Qinhuangdao, Hebei 066004, China;Artificial neural network's optimal design based on genetic algorithms[J];Journal of Yanshan University;2004-04
6 GAO Shi-ping1,DU Li-juan2,WANG Rui-jun1,ZHANG Ru-chun1,LI Zhi-qiang1(1.Hebei Institute of Geographical Sciences,Shijiazhuang 050011;2.Hebei Academy of Sciences,Shijiazhuang 050081,China);Research on Forecasting Debris Flow Disaster in Hebei Province Using 3S Technology[J];Geography and Geo-Information Science;2007-04
7 Meng Bin Feng Yongjie Zhai Yuqing (Department of Computer Science and Technology, Southeast University, Nanjing 210096, China);A Modified Algorithm for Feedforward Neural Networks[J];Journal of Southeast Univwrsity(Natural Science Edition);2001-04
8 Zhang Zhihua Zhu Zhangsen Li Rubing (Department of Applied Mathematics, Chengdu University of Technology, Chengdu610059);SOME ADAPTIVE MODIFIED LEARNING ALGORITHMS OF NEURAL NETWORK AND THEIR APPLICATIONS[J];;1998-02
9 Chen Shouyu Zhou Meichun (Institute of Mathematic Geology and Remote Sensing Geology, China University of Geosciences, Wuhan430074);DATA MINING METHOD OF BP ARTIFICIAL NEURAL NETWORK AND ITS APPLICATION[J];;1998-02
10 JIANG Fu-xing ,TIAN Li-hui 1,BAI Guo-feng2 1 (1. College of Resource and Environment Engineering,Liaoning Technical University, Fuxin 123000,China; 2. Computer Center, Heilongjiang Province , Harbin 150027,China);Application of improved BP neural network to evaluate water quality of hunhe River[J];Journal of Liaoning Technical University;2004-05
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved