Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Progress in Geophysics》 2010-03
Add to Favorite Get Latest Update

Forecast EL Nino events based on SOM network

ZHANG Zhi-guo~(1,2),YANG Yi-heng~3,LIN Ding~4,LIU Wei~4,DONG Xiao-gang~5(1.School of Earth Science,Guilin University of Technology,Guilin 541001,China;2.School of Remote Sensing and Information Engineering,Wuhan University,Wuhan 430079,China;3.School of Basic Science,Beijing Information Science & Technology University,Beijing 100085,China;4.Dept.of Basic Science,Jilin Architectural and Civil Engineering Institute,Changchun 130021,China;5.School of Basic Science,Changchun University of Technology,Changchun 130012,China)  
Based on the three causes of EL Nino events,this work uses the SOM neural network to build up the SOM network EL Nino event forecast model in terms of the number of earthquake,condition of solar-eclipse and average of sea-temperature during 1976 to 1990.Then we use this model to forecast the EL Nino event during 1996 to 2000.The accuracy rate is fairly high.
【Fund】: 国家863项目(2001AA135120-2)资助
【CateGory Index】: P732
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 1 Hits
1 SUN Li-jun1,ZHANG Yu-hai1,SU Hai-xia2,YANG Xian-jun1,JIANG Xun3,SHEN Jian-jun4,SHANG Lei1△(1.The Fourth Military Medical University Dept.of Health Statistics and the Ministry of Education Key Lab of Hazard Assessment and Control in Special Operational Environment,School of Public Health,Shaanxi,Xi'an,710032,China;2.The Fourth Military Medical University Dept.of Epidemiology Faculty of Preventive Medicine,Shaanxi,Xi'an,710032,China;3.The Fourth Military Medical University Dept.of Pediatrics,Tangdu Hospital,SShaanxi,Xi'an,710038,China;4.Dept.of Clinical Laboratory,Tangdu Hospital,Shaanxi,Xi'an,710038,China);Application of SOM Clustering in Knowledge Discovery of Clinical Laboratories[J];Progress in Modern Biomedicine;2012-33
【Citations】
Chinese Journal Full-text Database 10 Hits
1 QIN Ying, MENG Qing-wu, LI Ti ZHANG Li-zhi ( Exploration and Development Institute of Daqing Petroleun Corp, Daqing 163712, China) (Software Institute ofChinese Academy of Sciences, Beijing 100080. China) (Tongji University, Shanghai 200090, China);THE FEASIBILITY ANALYSIS OF NEURAL NETWORK IN THE PREDICTION OF LITHOLOGY AND LITHOFACLES[J];Progress In Geophysics;2001-03
2 CAO Si-yuan LIANG Chun-sheng (University of Petroleum,Beijing,102249, China) Zhongyuan Petroleum Exploration Burean, ,China);The Application of BP Neural Network in Reservoir Prediction[J];Progress In Geophysics;2002-01
3 DING Zhu 1,2 YANG Chang chun 1 TAO Hong gen 2 DENG Gang 3 CHEN Guo hua 2 MA En jun 2 (1. Institute of Geology and Geophysics, Chinese Academy of Sciences, Bejing 100101, China; 2. Well Logging Company of Daqing Petroleum Administrati;Physical Restriction on Model Selection of Neural Network in Dual-Lateral Log Inversion[J];Progress In Geophysics;2002-02
4 YANG Li qiang 1 ,WANG Zhi zhang 2 ,XIONG Qi hua 2(1.Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing,100029,China;2. Department of GeoSciences, University of Petroleum, Beijing, 102249, China);Application of neural network in logging interpretation[J];Progress In Geophysics;2003-01
5 LIN Hong-bo,LI Yue,YANG Bao-jun(Jilin University, Changchun 130012, China);Analysis of neural network method for Chaos-Based weak harmonic signal detection[J];Progress In Geophysics;2003-04
6 LIU Dun-wen,XU Guo-yuan,HUANG Ren-dong,GU De-sheng (Central South University, Changsha 410083, China);Study on a signal interpretation of GPR based on BP neural network[J];Progress In Geophysics;2004-01
7 ZHANG Xiao-hao,ZHOU Ding-wu(Department of Geology,Northwest University,Xi'an 710069,China);Application of radial basis function in nan niwan oil field[J];Progress in Geophysics;2007-01
8 ZHENG Qing-sheng,HAN Da-Kuang(Research Institute of Petroleum Exploration And Development of CNPC,Beijing 100083,China);Estimation of reservoir distribution parameters using higher-order neural network spproach[J];Progress in Geophysics;2007-02
9 LIN ZHEM-SHAN(Department of Atmospheric science, Naming University, Naming 210093, China)ZHAO PEI-ZHANG(Department of Physices Xinxiang Normal College, Xinxiang 453002, China)ZHAO WEN-TONG(Department of Physics, Henan Normal University Xinxiang 453002, Ch;THE SOLAR ECLIPSE-EL NINO COEFFICIENTS AND ITS APPLICATION[J];Chinese Journal of Geophysics;1999-06
10 JIA Xiao-Long~(1,3),LI Chong-Yin~(1,2)1 State Key Laboratory of Numerical Modeling for Atmospheric Science and Geophysical FluidDynamics,Institute of Atmospheric Physics,Chinese Academy of Sciences, Beijing 100029,China2 Institute of Meteorology,PLA University of Science and Technology,Nanjing 211101,China 3 Graduate School of the Chinese Academy of Sciences,Beijing 100039,China;Dipole oscillation in the Southern Indian Ocean and its impacts on climate[J];Chinese Journal of Geophysics;2005-06
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LIN Yi-Hua 1 , LIN Wan-Tao 1 , MO Jia-Qi 2,3 1 LASG, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029, China 2 Department of Mathematics, Anhui Normal University, Wuhu 241000, China; 3 Division of Computational Science, E-Institutes of Shanghai Universities at SJTU, Shanghai 200240, China;Asymptotic Solutions to a Nonlinear Climate Oscillation Model[J];大气和海洋科学快报(英文版);2008-01
2 FAN Ke Nansen-Zhu International Research Center,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 100029,China;Predicting Winter Surface Air Temperature in Northeast China[J];大气和海洋科学快报(英文版);2009-01
3 CHEN Li-Juan1,CHEN De-Liang2,WANG Hui-Jun3,and YAN Jing-Hui1 1 National Climate Center,Laboratory for Climate Studies,Chinese Meteorological Administration,Beijing 100081,China 2 Department of Earth Sciences,University of Gothenburg,Gothenburg 405 30,Sweden 3 Nansen-Zhu International Research Center,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing 100029,China;Regionalization of Precipitation Regimes in China[J];大气和海洋科学快报(英文版);2009-05
4 XU Li 1,2,3 , GAO Hui 2 , and LI Yue-Qing 3 1 George Mason University, Department of Atmospheric, Oceanic and Earth, Fairfax, VA 22030, USA 2 National Climate Center, China Meteorological Administration, Beijing 100081, China 3 Institute of Plateau Meteorology, China Meteorological Administration, Chengdu 610072, China;Sensible Heating over the Tibetan Plateau Linked to the Onset of Asian Monsoon[J];大气和海洋科学快报(英文版);2009-06
5 FAN Ke Nansen-Zhu International Research Center, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing 100029, China;A Statistical Scheme for the Seasonal Forecasting of North China’s Surface Air Temperature during Winter[J];大气和海洋科学快报(英文版);2011-02
6 GAO Zhi?ming,GUAN Yan,YU Hong?mei,WU Xiu?hong,LI Jing?hui(School of Chemistry Engineering,Anshan Institute of I.& S.Technology,Anshan 114002,China);The Application Devolopment of Artificial Neural Network in Chemistry[J];JOURNAL OF ANSHAN INSTITUTE OF IRON AND STEEL TECHNOLOGY;2000-03
7 YUAN Wei1,ZOU Li-yao1,SUN Jian-qi2(1.Training Centre of China Meteorological Administration ,Beijing100081,China;2.NZC,Institute of Atmospheric Physics,Chinese Academy of Sciences,Beijing100029,China);Temporal and Spatial Variations of the Summer Air Temperature in Xinjiang Region and Their Relationships with Atmospheric Circulation in 1961—2005[J];Journal of Glaciology and Geocryology;2009-05
8 WAN Chunhong,SHAO Chao(School of Computer and Information Engineering,Henan University of Finance and Economics,Zhengzhou 450002,China);A New Manifold Learning Algorithm Based on SOM[J];Journal of Beijing Jiaotong University;2009-06
9 Wang Xinjun,Qing Hua,Yao Jiaoyan(Dept.of Aeronautical Repair Engineering,First Aeronautical Institute of PLA Air Force,Xinyang 464000,China);A Neural Network Algorithm for Flow Line Processing Scheduling Problem[J];Ordnance Industry Automation;2011-10
10 Tao Lan (Department of Electronic and Electric Power Engieering);Kohonen Neural Nefwork Model Application in the Expert System of Citrus Regional Planning[J];Journal of Beijing Agricultural Engineering University;1993-01
China Proceedings of conference Full-text Database 10 Hits
1 Jia Yunyi1,Xu Bugong1,Wang Shihua1,Liu Buchun2 1.Lab.of Real-Time Control through Internet and Fieldbuses,College of Automation Science and Engineering,South China Univ.of Technology,Guangzhou 510640,P.R.China2.Lab.of Pattern Recognition and Intelligent System,College of Information Engineering,Beijing Univ.of Posts and Telecommunications,Beijing 100876,P.R.China;On End-to-End Network Clock Offset Compensation Algorithm and Its Implementation[A];[C];2007
2 LIU Zhen-feng~1,HAO Tian-yao~1,WANG Feng~2,XU Ya~1 (1.Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China; 2.Research Institute of Petroleum Exploration and Development,Beijing 100083.China);Research progress on the application of seismic data in sequence stratigraphy[A];[C];2003
3 ZHANG Xiangsun;LI Zhenping;ZHOU Wenfeng Academy of Mathematics and System Sciences,CAS,Beijing 100080, China Beijing Materials Institute, Beijing 101149, China.;A Neural Network Algorithm for the (m,d)-Coloring Problem of a Graph[A];[C];2004
4 XIE Xiongyao QIN Hui (Department of Geotechnical Engineering,Tongji University,Shanghai 20092);RECOGNITION OF STEEL REINFORCEMENT IN TUNNEL LINING USING GROUND PENETRATING RADAR AND ARTIFICIAL NEURAL NETWORKS[A];[C];2010
5 CHEN Hua DENG Shao-gui LI Zhi-qiang FAN Yi-ren (China University of Petroleum,Dongying 257061,China);THE PSO (PARTICLE SWARM OPTIMIZATION) METHOD FOR DUAL-LATERAL LOG INVERSION[A];[C];2007
6 Sun Ying1,2 Jiang Jing1 Yang Qing2 Lu Binghong2 Yang Cheng2 1Department of Atmospheric Sciences,Najing University,Nanjing 210093 2Dandong Meteorological Bureau,Dandong 118000;Variability of Summer Temperature in the Three Subregions of Northeast China[A];[C];2007
7 Li Jiao 1,2,3 Ren Guoyu 2 Ren Yuyu 2 Shen Zhichao 1,2 Sun Xiubao 1,2(1.College of Atmospheric Sciences,Nanjing University of Information Science and Technology,Nanjing 210044 2.Laboratory for Climate Studies,China Meteorological Administration,National Climate Center,Beijing 100081 3.Tieling Meteorological Bureau,Liaoning Province,Tieling 112000);Prediction models of summer extreme high temperature in Liaoning Province[A];[C];2012
8 Zhongbin Ouyang1,2,Yong Shi1,2,3,Le Yang1,2 (1 Research Center on Fictitious Economy and Data Science,CAS,Beijing 100190,China) (2 Graduate University of Chinese Academy of Sciences,Beijing 100190,China) (3 College of Information Science and Technology,University of Nebraska at Omaha,Omaha,NE 68118,USA);A hybrid of fuzzy-link clustering and classification for seismic data[A];[C];2011
9 Xia Liang,Xun Liang School of Information,Renmin University of China,Beijing 100872;Formation Mining of Financial Text Information on Internet[A];[C];2010
10 Anmin Zhu, Simon X. Yang and Max Q.-H. Meng Advanced Robotics and Intelligent Systems (ARIS) Lab School of Engineering, University of Guelph, Guelph, ON, N1G 2W1, Canada Department of Electronic Engineering Chinese University of Hong Kong, Shatin, N.T., Hong Kong;An Improved Self-Organizing Map Neural Network Approach to Path Planning of a Multi-robot System[A];[C];2003
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Li chunhua Li ning Shi peijun (Key Laboratory of Environmental Change and Natural Disaster,Ministry of Education of China;College of Resource Science and Technology: Beijing Normal University,100875,Beijing,China);THE PRINCIPLE AND APPLICATION OF SELF-ORGANIZING MAPPING NETWORK IN THE CLUSTER OF CULTIVATED LAND USE PRESSURE IN CHINA[J];Journal of Beijing Normal University(Natural Science);2006-05
2 YANG Jin-hui1,ZHAO Jin2a,MA Tian-yi2b,SUN Yan-feng1(1.College of Computer Science and Technology,Jilin University,Changchun 130012,China;2a.College of Information;2b.College of Economy,Renmin University of China,Beijing 100872,China);Financial Assessment of Listed Companies Based on PCA-SOM[J];Journal of Jilin University(Information Science Edition);2008-02
3 LIU Yang,ZENG Fan,HUANG Hao,et al.(Department of Information,Research Institute of Field Surgery,Daping Hospital,Third Military Medical University,Chongqing 400042,China);Clinical decision support of electronic medical record[J];Chongqing Medicine;2009-21
4 Huang Zhihong;Study of the K-means Clustering Algorithm based on Hierarchy[J];Computer Development & Applications;2009-07
5 GAO Zhi(Centre of Network Information,Anhui University of Fianace and Economics,Bengbu 233041,China);Credit Risk Assesment in Commercial Banks Using SOM Neural Networks[J];Computer Knowledge and Technology(Academic Exchange);2007-14
6 Jiang Yuan Zhang Zhao-yang Qiu Pei-liang Zhou Dong-fang (Institute of Information & Communication Engineering, Zhejiang University, Hangzhou 310027, China) (PLA Information Engineering University, Zhengzhou 450002, China);Clustering Algorithms Used in Data Mining[J];Journal of Electronics and Information Technology;2005-04
7 JIANG Ming li  CHEN Xian nong. Institute of Biomedical Engineering Chinese Academy of Medical Science Tianjin 300192 China;Artificial neural network approach in EMG signal progressing[J];Foreign Medical Biomedical Engineering Fascicle;2005-02
8 XIE Xiong-cheng,LIU Zhi-jia(College of Computer & Information Engineering,GuangxiTeachers Education University,Nanning 530001,China);Applicative Research of Mixed Algorithm Based on Layered Clustering and Classification[J];Journal of Guangxi Teachers Education University(Natural Science Edition);2011-03
9 TU Xiao-zhi,YAN Xue-feng,QIAN Feng(Research Institute of Automation,East China University of Science and Technology,Shanghai 200237,China);Cluster Analysis of Gene Expression Data Based on SOM Network[J];Journal of East China University of Science and Technology(Natural Science Edition);2006-08
10 SUN Li,SUN Yaling,XIONG Lijuan;Effect of Nursing Intervention on Excessive Medical Demand Behaviors of Special Inpatients[J];Journal of Nursing Science;2007-03
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 HOU Zhangshuan\ LI Xiaodong (Department of Geophysics,Peking University,Beijing,100871);Signal Detection of Global Climate Change and External Forcing Factors[J];ACTA SCICENTIARUM NATURALUM UNIVERSITIS PEKINESIS;2000-05
2 Ran Qiquan; Li Shilun and Gu Xiaoyun(Institute of Mechanics, Chinese Academy of Sciences, Beijing 100080)(Southwest Petoleum Institute, Nanchong 637001 );Identification of Sedimentary Macrofacies with Neural Network[J];ACTA SEDIMENTOLOGICA SINICA;1996-S1
3 ZHOU Lin, ZHANG Tie (School of Sciences,Northeastern University,Shenyang 110004,China);Solving the Bond Option Pricing Mathematics Model by Means of the Radial Basis Function Method[J];JOURNAL OF NORTHEASTERN UNIVERSITY;2001-01
4 Yang xuexiang and Chen Dianyou (Changchun University of Science and Technology,Changchun 130026);RELATION OF EARTH’S ORBIT TO TECTONIC DEFORMATION AND METEOROLOGICAL DISASTER[J];Crustal Deformation and Earthquake;2000-03
5 Yang Xuexiang(Changhun University of Earth Sciences,Changchun 130026);CRUSTAL DEFORMATION AND CHANGE OF SEA LEVEL[J];CRUSTAL DEFORMATION AND EARTHQUAKE;1994-04
6 Zhu Qiangen He Jinhai and Wang PanxingNanjing Institute of Meteorology, Nanjing;A STUDY OF CIRCULATION DIFFERENCES BETWEEN EAST-ASIAN AND INDIAN SUMMER MONSOONS THEIR INTERACTION[J];大气科学进展(英文版);1986-04
7 Ruan Baiyao (Department of Resources and Environment Engineering, Guilin Institute of Technology, Guilin541004) Yutaka Murakami (Geophysics Department, Geological Survey of Japan, Psukuba305) Xu Shizhe (Department of Earth Science, Zhejiang Univer;LEAST SQUARE 2_D INVERSION METHOD FOR INDUCED POLARIZATION DATA[J];;1999-06
8 Xu Kun Wang Miaoyue (Institute of Geophysics CAS,Beijing 100101);SPACE DOMAIN POSITION CORRELATION INTERPOLATION BWTWEEN TRACES METHOD[J];PROGRESS IN GEOPHYSICS;1999-03
9 Gao Libing 1 Wang Ying 2 Xia Mingjun 2 (1.Institute of Archaeology,Chinese Academy of Social Science,Beijing 100710;2.Chinese University of Mineralogy, Beijing 100083);THE APPLICATIONS OF GROUND-PENETRATION RADAR IN ARCHAEOLOGICAL PROSPECTION[J];PROGRESS IN GEOPHYSICS;2000-01
10 Cui Ruo fei Wang Hui (China University of Mining and Technology,Xuzhou 221008 China);APPLICATION OF POLYNOMIAL FITTING TECHNIQUE ON COAL SEISMIC SURVEYING[J];PROGRESS IN GEOPHYSICS;2000-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved