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《Acta Ecologica Sinica》 1999-05
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Prediction model of agricultural plant diseases and insect pests based on artificial neural network and its verification

LI Zuo Yong 1,PENG Li Hong 2 (1.Chengdu Institute of Meteorology,Chengdu 610041,China;2.Research Center of Environment Sciences,Xiamen University,Xiamen 361005,China)  
A model is developed for the classified prediction of agricultural plant diseases and insect pests using B P artificial neural network with factors related to agricultural plant diseases and insect pests as input features of sample.The results of prediction to rice blast show that the qualified retes of fitting and predicting using this model acquire 100% and 33.3%,respectively.
【Fund】: :四川省应用科学研究基金
【CateGory Index】: S431
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【References】
Chinese Journal Full-text Database 10 Hits
1 LIU Nai-sen et al (Biology Department of Huaiyin Teachers College,Huaian,Jiangsu 223300);Artificial Neural Network and its Application in Plant Protection[J];Journal of Anhui Agricultural Sciences;2006-23
2 LIU Nai-sen et al (Biology Department of Huaiyin Teachers College,Huaian,Jiangsu 223300);Application of BP Neural Network in Prediction of Plant Diseases and Insects[J];Journal of Anhui Agricultural Sciences;2007-25
3 LIU Ya-feng et al(Yanan Vocational and Technical College,Yanan,Shaanxi 716000);Research Development and Method of Chinese Agricultural Ecology[J];Journal of Anhui Agricultural Sciences;2007-29
4 LI Ting et al (Zhongshan Torch Vocational College,Zhongshan,Guangdong 528436);Study on the Early Warning Model of Phyllotreta striolata Based on the Maximum Likelihood Integration[J];Journal of Anhui Agricultural Sciences;2008-25
5 ZHANG Shuai et al(Center of Information Technology in Agriculture,Shanghai Academy of Agriculture Sciences,Shanghai 201106);Application of Information Technology in Spatial-temporal Dynamic Simulation of Insect Pests[J];Journal of Anhui Agricultural Sciences;2009-07
6 YU Yang,XUE Li-mei,NIE Yi-chen (Chengdu University of Information Technology, Chengdu 610041, China);Prediction of pollutant concentration using artificial neural network and its verification[J];Journal of Chengdu University of Information Technology;2004-01
7 JIA Wei-kuan,WANG Hui (College of Plant Protection,Shandong Agricultural University,Taian,Shandong 271018,China)DING Shi-fei,SU Chun-yang School of Computer Science and Technology,China University of Mining andTechnology,Xuzhou,Jiangsu 221008,China;Pest Prediction Research Based on Combining Factor Analysis and Neural Network[J];Journal of Yangtze University(Natural Science Edition)Agricultural Science Volume;2008-03
8 Tang Lini,Li Zuoyong (Chengdu University of Information and Technology, Chengdu 610041);Application of Artificial Neural Network Based on GA to Pridicting Acidity of Precipitation[J];Chongqing Environmental Science;2003-09
9 CHEN Zhi-min et al (Center of Experimental Teaching for Common Basic Courses,South China Agricultural University,Guangzhou,Guangdong 510642);The Warning Model of Melon Thrips Based on k-mean Clustering Combining Fuzzy Association Rules Algorithm[J];Journal of Anhui Agricultural Sciences;2009-30
10 CHEN Huihua1,ZHU Shouyan2,CUI Xiangfu1(1. Xianju Forestry Bureau of Zhejiang Province, Xianju317300, Zhejiang, China;2. Xianju Meteorological Bureau of Zhejiang Province, Xianju317300, Zhejiang, China);A Study on the Forecast Model of Dendrolimus punctatus Occurrence Based on Artificial Neural Network[J];Forest Research;2003-02
【Citations】
Chinese Journal Full-text Database 2 Hits
1 Tang Jinyi;Hu Bobai;Wang Jianqiang(General Station of plant Protection. Ministry of Agriculture, Beijing, China,100026);OUTBREAK ANALYSIS OF RICE MIGRATORY PESTS IN CHINA AND MANAGEMENT STRATEGIES RECOMMENDED[J];ACTA ECOLOGICA SINICA;1996-02
2 Gao Hongshen (North China University of Technology,Beijing 100041)Tao Youde (Xinyang Teacher's College, Henan 464000);Improve of BP Neural Networks Model[J];SYSTEMS ENGINEERING ---THEORY & PRACTICE;1996-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 JIANG Jun-qi,MIAO Yong,CHEN Shu-ren,LI Gui-ting(School of Plant Protection,Anhui Agricultural University,Hefei 230036);Similarity of insect pest-natural enemy communities of different rice types and development stages in the Yangtze-Huaihe region of Anhui Province[J];Journal of Anhui Agricultural University;2006-02
2 WANG ZHi liang et al.;Application of Genetic and Improved BP Algorithms in Geotechnical Engineering[J];Underground Space;2001-03
3 CHEN Ke-ke~1,YAO Jian~2,XU Lei~3(1.2.3 Sichuan College,Chendu 610065,China);Model of Neural Network for Road Traffic Noise Prediction of the Urban Area in Lhasa City[J];Environmental Science and Management;2006-05
4 HUANG Jun, TANG Wan ying, ZHOU Shen fan (College of Chemical Engineering, Nanjing University of Science and Technology, Nanjing 210094, China);Study of Predicting TNT Red Water’ s Pre treatment Effect with Artificial Neural Network[J];CHINESE JOURNAL OF EXPLOSIVES & PROPELLANTS;1999-03
5 Li Zuoyong Deng Xinmin (Chengdu Institute of Meteorology);PREDICTION MODEL OF ENVIRONMENTAL POLLUTION USING ARTIFICIAL NEURAL NETWORK[J];JOURNAL OF CHENGDU INSTITUTE OF METEOROLOGY;1997-04
6 ZENG Guo - xi, LIANG Chuan, LIU Guo - dong;Determination of over - fit parameter p in uncertainty principle of BP network"over - fit" phenomenon[J];Water Resource & Hydropower of Northeast China;2003-10
7 HU Jie, YONG Jing, LI Jianbo, WANG Yanan(College of Electrical Engineering, Chongqing University,Chongqing 400044, China);Research about Interharmonic Voltage Source to Fluorescent Lamp Flicker Based on Neural Network[J];Low Voltage Apparatus;2008-08
8 GAN Jian-sheng~1,HONG Wei~2(1.Department of Information Management,Fujian School of Administration,Fuzhou,Fujian 350002,China;2.Fujian Agriculture and Forestry University,Fuzhou,Fujian 350002,China);The tendency and effect of urban households Engle coefficient in Fujian[J];Journal of Fujian Agriculture and Forestry University(Philosophy and Social Sciences);2006-02
9 YANG Yi-can, ZHENG Chui-yong, DAI Shu-sheng(College of Technical Economics, Hohai Univ., Nanjing,210098,China);Application of Neural Network with Fuzzy Optimum Selection to Hydropower Investment Projects[J];Journal of Hehai University (Natural Sciences );2001-01
10 LI Mei1,2,MENG Fan-ling3,LI Qun1,2,HUANG Qiang1(1.School of Hydraulic and Electrical Engineering,Xi'an University of Technology,Xi'an 710048,China;2.The Yellow River Water Conservancy Committee,Zhengzhou 450003,China;3.School of Resource and Environment of North China University of Water Conservancy and Hydroelectric Power,Zhengzhou 450011,China);Modified BP neural network-based groundwater environmental vulnerability evaluation[J];Journal of Hohai University(Natural Sciences);2007-03
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 Zhang Aimin (Anhui Meteorlogical Institute, Hefei 230061);A Meteorological and Weather Forecast for Development of Wheat Blossom Midge[J];Journal of Anhui Agricultural Sciences;1996-02
2 Cheng Furu et al (Institute of Cotton, Anhui Academy of Agr. Sci. Anqing 246003);Study on the Prediction Technique of Occurrence Period and Population Quantity of Cotton Worm Boll[J];Journal of Anhui Agricultural Sciences;2000-04
3 Wu Zhentin Teng Huaimei;SEM OBSERVATION ON THE LARVAE OF THE WHEAT MIGE,SITODIPLOSIS MOSELLANA[J];Journal of Anhui Agricultural University;1989-01
4 XU Guang yu 1,FANG Xian an 2,LIANG Xiu shan 3,ZHANG Jun 4 (1.The Station for Forest Pest Control of Yuan,Luan 237000;2.Forestry Bureau of Yuan; 3.The Station for Forest Pest Control of Luan;4.Forestry Station of Fenlu);Studies on Development Rule of Population Number of Semanotus bifasciatus (Matsch)[J];JOURNAL OF ANHUI AGRICULTURAL UNIVERSITY;2000-04
5 WANG Jie,TAN Gen jia,HU Yi bing,LIU Ming fang (Department of Plant Protection, Anhui Agricultural University,Hefei 230036);The Mid-term Predictive Warning of Neural Network for Bacterial Leaf Blight of Rice Diseases[J];JOURNAL OF ANHUI AGRICULTURAL UNIVERSITY;2002-01
6 LIANG Xiu shan 1,ZHANG Mei 2,XU Guang yu 3,XIONG Deng hua 4 (1.Luan City Forest Pest Management and Quarantine Station,Luan 237002;2.Luan Research Institue of Forestry; 3.Station of Forest Pest Control of Yuan;4.Mazonglin Forestry Farm of Jingzha;Researches on Biological Characters of Semanotus bifasciatus[J];JOURNAL OF ANHUI AGRICULTURAL UNIVERSITY;2002-01
7 YAN Wenbin(Forestry Bureau of Dongzhi County,Yaodu 247200);Researches on Biological Characters of Semanotus bifasciatus[J];Journal of Anhui Agricultural University;2003-01
8 CHEN Zhisheng (Forestry Bureau of Dongzhi County,Yaodu 247200);Preliminary Report on Forecast of Ovipositing Amount and Occurrence Time of Semanotus bifasciatus (Motschulsky)[J];Journal of Anhui Agricultural University;2003-03
9 MA SHIH-CHUN AND TING YEN-CHIN (Institute of Zoology, Academia Sinica);THE REGULATORY MECHANISM IN POPULATION FLUCTUATIONS OF THE ORIENTAL MIGRATORY LOCUST[J];Acta Zoologica Sinica;1965-03
10 Yang Lu Gao Ziyou (College of Traffic and Transport, Northern Jiaotong University, Beijing 100044);Using Neural Network for Variable Selection[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1999-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 FU Bao-long (Liuzhou Vocational and Technical College,Liuzhou,Guangxi 545006);Application Research of RBF Network in Forecasting Agricultural Disease and Insect Pest[J];Journal of Anhui Agricultural Sciences;2008-01
2 LI Ting et al (Zhongshan Torch Vocational College,Zhongshan,Guangdong 528436);Study on the Early Warning Model of Phyllotreta striolata Based on the Maximum Likelihood Integration[J];Journal of Anhui Agricultural Sciences;2008-25
3 ZHANG Shuai et al(Center of Information Technology in Agriculture,Shanghai Academy of Agriculture Sciences,Shanghai 201106);Application of Information Technology in Spatial-temporal Dynamic Simulation of Insect Pests[J];Journal of Anhui Agricultural Sciences;2009-07
4 CHEN Hui-hua et al(Forestry Bureau of Xianju County in Zhejiang Province,Xianju,Zhejiang 317300);Study on Forecasting the Occurrence Amount of Dendrolimus punctatus Walker Based on Genetic Neural Network Mixed Model[J];Journal of Anhui Agricultural Sciences;2009-12
5 HUANG Guang-ming(Liuzhou Vocational and Technical College,Liuzhou,Guangxi 545006);Application of Apriori Algorithm in Analysis of Agricultural Disease and Insect Pest[J];Journal of Anhui Agricultural Sciences;2009-13
6 CHEN Hui-hua et al(Xianju Forestry Bureau in Zhejiang Province,Xianju,Zhejiang 317300);Study of Space-time Regression Prediction on Occurrence Quantity of Dendrolimus punctatus Walker[J];Journal of Anhui Agricultural Sciences;2009-15
7 XIANG Yun-fei et al (Xianju Forestry Bureau of Zhejiang Province,Xianju,Zhejiang 317300);Study on the Classified Prediction of Damage Degree of Dendrolimus punctatus Walker[J];Journal of Anhui Agricultural Sciences;2009-17
8 XIANG Yun-fei et al(Forestry Bureau of Xianju County,Xianju,Zhejiang 317300);Study on Space Fixed-point Prediction Model of Dendrolimus Punctatus Walker's Occurrence Quantity[J];Journal of Anhui Agricultural Sciences;2009-18
9 ZHANG Feng et al(Department of Information Management,Management School of Hainan University,Danzhou,Hainan 571737);Research on the Agricultural Application Software of Mobile Phone for Low-end[J];Journal of Anhui Agricultural Sciences;2009-18
10 WEI Yan-ling et al(Department of Information Engineering,Liuzhou Vocational & Technical College,Liuzhou,Guangxi 545006);Research of Pests Forecasting Using the Method of Neural Network Based on Fuzzy Clustering[J];Journal of Anhui Agricultural Sciences;2009-21
China Proceedings of conference Full-text Database 2 Hits
1 NIU Dong-xiao, WANG Hai-feng, CHENG Gong (Department of Economy and Management, North China Electric Power University, Baoding 071003, China.;Assessment for Air Environment Quality in Hebei Province by BP Neural Network[A];[C];2006
2 CHI Bao-ming LIN Lan DING Yuan-fang (College of Environment and Resources,Jilin University,Changchun 130026,China);Application Study on BP Neural Network Model in Groundwater Dynamic Predication Based on Genetic Algorithms[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Du Limin, Hou Ziqiang (State Key Laboratory of Acoustics, Institute of Acoustics, Chinese Academy of Sciences, Beijing 100080);Implementation of the Fast Learning Algorithm lor Multilayer Feed-Forward Neural Networks[J];Acta Electronica Sinica;1992-10
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