Research on Crop Diseases and Insect Pests Forecasting System Based on Wireless Sensor Network(PDF)

《北方园艺》[ISSN:1001-0009/CN:23-1247/S]

Title:: Research on Crop Diseases and Insect Pests Forecasting System Based on Wireless Sensor Network

Author(s):: WANG Xingwang1; 2; ZHANG Wu1; （1.School of Computer Engineering and Science,Shanghai University,Shanghai 200444;2.Shanghai Vocational Technical of Agriculture and Forestry，Shanghai 201699)

Keywords:: wireless sensor networks; plant diseases and insect pests; forecasting

Abstract:: In this paper，the regression model of the plant diseases and insect pests forecasting scheme based on the research of the wireless sensor network and plant diseases and insect pests forecasting were designed,the regression model was improved and the IRM plant diseases and insect pests forecasting model was proposed.The IRM model could improve the prediction accuracy.The research and development of plant diseases and insect pests forecasting system was completed，the system had been used in sunqiao modern agricultural park of Shanghai after finished.The results showed that the system could generate model equation automatically based on the pest data，the occurrence of crop diseases and pests could be effectively forecasted.The application of the system had actual significance for the reduction of crops diseases and insect pests，it also could promote the agricultural production.

[1]罗菊花,黄文江,韦朝领,等.基于 GIS 的农作物病虫害预警系统的初步建立[J].农业工程学报,2008,24(12):127-131.

[2]刘明辉,沈佐锐,高灵旺,等.基于Web GIS的农业病虫害预测预报专家系统[J].农业机械学报,2009,40(7):180-186.

[3]张谷丰,朱叶芹,翟保平,等.基于Web GIS的农作物病虫害预警系统[J].农业工程学报，2007,23(121):176-181.

[4]李丽,李道亮,周志坚,等.径向基函数网络与Web GIS融合的苹果病虫害预测[J].农业机械学报,2008,39(3):116-119.

[5]张竞成,袁琳,王纪华,等.作物病虫害遥感监测研究进展[J].农业工程学报,2012,28(20):1-11.

[6]王兴旺,金宝华,孙修东.南汇水蜜桃决策支持系统研究[J].安徽农业科学，2010，38(10):5480-5491.

Last Update: 2016-07-08