基于WSN的农作物病虫害预测系统研究  

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

作　　者：王兴旺[1,2] 张武[1] 

机构地区：[1]上海大学计算机工程与科学学院,上海200444 [2]上海农林职业技术学院,上海201699

出　　处：《北方园艺》2016年第9期204-207,共4页Northern Horticulture

基　　金：上海市科委重点资助项目(10510500600);上海市重点学科建设资助项目(J50103);上海松江软课题资助项目(KY3-0300-15-02);上海市特色校建设资助项目(C603)

摘　　要：在无线传感网络及病虫害预测研究基础上,设计了回归模型病虫害预测方案,并对回归模型进行了改进,提出了IRM病虫害预测模型。该模型进一步提高了预测精度,完成了病虫害预测系统的研制开发,系统完成后在上海孙桥现代农业园区进行了应用。结果表明:系统可根据病虫害数据自动生成模型方程,对于农作物病虫害的发生可进行有效预测预报。该系统的应用对于减免农作物病虫害发生、促进农业生产具有实际意义。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.

关 键 词：无线传感网络 农作物病虫害 预测 

分 类 号：TP399[自动化与计算机技术—计算机应用技术]