Insect Scouting Prediction For Crops Based On BP Neural Network

被引：0

作者：

Wang Hongbin ^{[1
]}

Zhang Liyi ^{[1
]}

Wang Huakui ^{[1
]}

机构：

[1] XinZhou Teachers Univ, Dept Comp Sci, Xinzhou 034000, Shanxi, Peoples R China

来源：

ISTM/2009: 8TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6 | 2009年

关键词：

Occurrence level of pests Prediction; Matlab neural network toolbox; BP neural network;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The main pests do serious harm to crops perennial and damage the agricultural economy. To predict the trends of pests in the future, the works to control the pests can be implemented designedly and purposefully Only when the prediction is betimes and accurately, people can draw out the colligated plan and take the effective measure to reduce the quantity of pests and ensure agricultural product fruitful. It's easy and effective to make BP network objects by using the Neural Network Toolbox (NNT) based on MATLAB to evaluate the predictive model. The test that use the data of historical occurrence level of pests in paddy of Lujiang County, Anhui province is done, the result shows the feasibility of the predictive model. So it's valuable and has a bright future.

引用

页码：1555 / 1558

页数：4

共 50 条

[1] MPG prediction based on BP neural network
Meng, Jun
Liu, Xiangyin
[J]. ICIEA 2006: 1ST IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-3, PROCEEDINGS, 2006, : 143 - 145
[2] MPG Prediction based on BP Neural Network
Meng, Jun
Liu, Xiangyin
[J]. 2006 1ST IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-3, 2006, : 1365 - +
[3] Prediction of concrete strength based on BP neural network
Jiang Jianping
[J]. MATERIAL AND MANUFACTURING TECHNOLOGY II, PTS 1 AND 2, 2012, 341-342 : 58 - 62
[4] Prediction of Coal Production Based on BP Neural Network
Wen Mingming
[J]. HIGH PERFORMANCE STRUCTURES AND MATERIALS ENGINEERING, PTS 1 AND 2, 2011, 217-218 : 1647 - 1651
[5] Prediction of yarn unevenness based on BP Neural Network
Li, Huijun
Wang, Xinhou
[J]. ADVANCES IN TEXTILE ENGINEERING AND MATERIALS, 2013, 627 : 329 - 332
[6] Prediction of yarn quality based on BP neural network
Yuan, Jing
Li, Yinglin
Chen, Suying
[J]. ADVANCES IN TEXTILE ENGINEERING, 2011, 331 : 449 - +
[7] Prediction of Construction Schedule Based on BP Neural Network
Li, Zhaolin
Zhang, Guozhi
[J]. PROGRESS IN INDUSTRIAL AND CIVIL ENGINEERING II, PTS 1-4, 2013, 405-408 : 3423 - +
[8] Network Traffic Prediction Based on Improved BP Wavelet Neural Network
Peng, Wang
Yuan, Liu
[J]. 2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 4442 - 4446
[9] Adaptive Network Traffic Prediction Algorithm based on BP Neural Network
Zhang, Ming
Lu, Yanhong
[J]. INTERNATIONAL JOURNAL OF FUTURE GENERATION COMMUNICATION AND NETWORKING, 2015, 8 (05): : 195 - 206
[10] Line Loss Prediction of Distribution Network Based on BP Neural Network
Huang, Haoran
[J]. SCIENTIFIC PROGRAMMING, 2022, 2022

← 1 2 3 4 5 →