基于投影寻踪模型的草原蝗虫栖境评价及风险评估  

Comprehensive evaluation and risk assessment of grasshoppers' habitat based on a projection pursuit model

作　　者：黄训兵[1] 吴惠惠[1] 秦兴虎 曹广春[1] 王广君[1] 农向群[1] 涂雄兵[1] 格希格都仁 贺兵 额尔登巴图 乌亚汗 张泽华[1] 

机构地区：[1]植物病虫害生物学国家重点实验室,中国农业科学院植物保护研究所,北京100193 [2]内蒙古自治区锡林郭勒盟镶黄旗草原工作站,内蒙古锡林郭勒盟013250

出　　处：《草业学报》2015年第5期25-33,共9页Acta Prataculturae Sinica

基　　金：公益性行业(农业)科研专项(201003079);现代农业产业技术体系(CARS-35-07)资助

摘　　要：草原蝗虫发生与栖境存在紧密而复杂的关系,二者关系的研究是评估蝗灾发生风险的基础。本文分析了不同栖境内蝗虫种群密度与21个植被特征参数的相关关系,利用投影寻踪模型进行了栖境评价及风险评估,并进行模型验证。结果表明,低优参数植物生物量多样性对蝗虫种群密度影响最大,最佳投影向量a为0.6725;高优参数禾本科生态优势度对亚洲小车蝗密度影响最大,最佳投影向量a为0.6547;样点植被投影特征值Zi与蝗虫种群密度线性相关关系极显著(y=48.861x-18.937,R=0.9509**),Zi越大,栖境内植被越适合蝗虫的发生,蝗灾发生的风险越高,根据Zi值可预测不同栖境草原蝗虫的发生。投影寻踪模型评价不同植被条件下蝗虫的发生风险,可以排除与数据结构和特征无关或关系很小变量的干扰,是一种更稳健实用的方法,对于蝗虫的监测预警具有重要意义。There are close and complex relationships between grasshopper occurrence and habitat vegetation. A comprehensive analysis of these relationships will provide a stable foundation for risk assessments of grasshop- per infection. Grasshopper population density and 21 vegetation parameters were analyzed in the survey on which this paper is based. A projection pursuit model was developed and verified in order to evaluate the risks of grasshopper infection. Results showed that a low index {or plant biomass diversity had the greatest influence on grasshopper density, with the best projection direction a at 0. 6725. Poaceae dominance with a high index had the greatest influence on Oedaleus asiaticus density, with the best projection direction a at 0. 6547. There was a significant linear relationship （P〈0.01） between the projection eigenvalue （Zi） and grasshopper density （y=48. 861x-18. 937, R=0. 9509）. The occurrence of grasshoppers can be predicted according to the projec- tion eigenvalue （Zi）. The bigger the value of Zi, the higher the risk of grasshopper occurrence. The projection pursuit model can be used to eliminate the effect of irrelevant variables. Its application will play an important role in monitoring and early warning for the ecological management of grasshoppers

关 键 词：草原蝗虫 草原植被 投影寻踪模型 风险评估 

分 类 号：S812.6[农业科学—草业科学]