BP神经网络在森林健康预警中的应用  

Application of BP Neural Network on Health Warning of Forest Ecosystem

作　　者：卞西陈[1] 陈丽华[1] 王鹏[1] 王萍花[1] 

机构地区：[1]北京林业大学水土保持学院,北京100083

出　　处：《水土保持通报》2011年第4期108-111,共4页Bulletin of Soil and Water Conservation

基　　金：国家林业局林业公益行业科技专项"华北土石山区典型森林生态系统健康维护机制研究"(200804022)

摘　　要：以河北省北沟林场的森林生态系统健康预警为主线,首先通过定量分析和定性分析相结合的方法对森林健康预警指标进行筛选,确定了预警的指标体系;进而基于BP神经网络的基本原理建立了森林生态系统健康预警模型,对森林生态系统健康状况进行了预警。结果表明,北沟林场森林生态系统整体处于绿色和蓝色警戒内,健康状况良好。Taking forest ecosystem health early warning in the North Ditch,Hebei Province as the main line,early warning indicators of forest health were firstly filtered by the method of quantitative analysis,then early warning indicator system was identified.Next,early health warning model of forest ecosystem based on the basic principles of BP neural network was established,and then it was used to make early warning on the health of forest ecosystems.The results showed that North Ditch forest ecosystem was in good health,in the whole,the North Ditch in the range of the green and blue alert.

关 键 词：森林生态系统健康 BP神经网络 预警 基值 警兆 

分 类 号：S718.55[农业科学—林学]