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BP神经网络在森林健康预警中的应用
引用本文:卞西陈,陈丽华,王鹏,王萍花.BP神经网络在森林健康预警中的应用[J].水土保持通报,2011(4):108-111.
作者姓名:卞西陈  陈丽华  王鹏  王萍花
作者单位:北京林业大学水土保持学院;
基金项目: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。

关 键 词:森林生态系统健康  BP神经网络  预警  基值  警兆
收稿时间:2010/11/21 0:00:00
修稿时间:2010/12/13 0:00:00

Application of BP Neural Network on Health Warning of Forest Ecosystem
BIAN Xi-chen,CHEN Li-hu,WANG Peng and WANG Ping-hua.Application of BP Neural Network on Health Warning of Forest Ecosystem[J].Bulletin of Soil and Water Conservation,2011(4):108-111.
Authors:BIAN Xi-chen  CHEN Li-hu  WANG Peng and WANG Ping-hua
Institution:BIAN Xi-chen1,CHEN Li-hua,WANG Peng,WANG Ping-hua (College of Soil and Water Conservation,Beijing Forestry University,Beijing 100083,China)
Abstract: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 ...
Keywords:forest ecosystem health  BP neural network  early warning  base value  warning signs  
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