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基于响应面分析法土壤种子库植被恢复的因素优化

贺梦璇1,李洪远1**,莫训强2,孟伟庆2,杨佳楠1   

  1. (1南开大学环境科学与工程学院, 天津 300071; 2天津师范大学城市与环境科学学院, 天津 300387)
  • 出版日期:2014-08-18 发布日期:2014-08-18

Optimization of application parameters of soil seed bank in vegetation recovery via response surface methodology.

HE Meng-xuan1, LI Hong-yuan1, MO Xun-qiang2, MENG Wei-qing2, YANG Jia-nan1   

  1. (1College of Environmental Science and Engineering, Nankai University, Tianjin 300071, China; 2College of Urban and Environment Science, Tianjin Normal University, Tianjin 300387, China)
  • Online:2014-08-18 Published:2014-08-18

摘要:

表土厚度、覆盖物厚度、引用乔木种子数是土壤种子库应用于植被恢复工程中应考虑的重要因素.为了确定最优工程条件,利用Box-Behnken中心组合设计进行3因素3水平试验,用DesignExpert进行响应面优化,以获取最优模型及各因素最优水平.结果表明: 本次响应面优化应采用二次模型,模型具有较好的统计学意义(P<0.0001),能够很好地反映全体自变量和因变量的关系.响应模型的最优点为:表土厚度为4.3 cm,覆盖物厚度为2 cm,引入乔木种子数为224 ind·m-2,种子库萌发个体总数可以高达6222 株·m-2.土壤种子库幼苗萌发过程中,表土厚度与覆盖物厚度、表土厚度与引入乔木种子数交互作用显著,而覆盖物厚度与引入乔木种子数的交互作用不显著.表土厚度的响应曲线陡峭,且回归方程的标准化系数最大,是影响土壤种子库萌发物种个体总数的最重要因素.
 

Abstract: The thickness of surface soil, the covering thickness and the number of adding arbor seeds are all important factors to be considered in the application of soil seed bank (SSB) for vegetation recovery. To determine the optimal conditions, the BoxBehnken central composite design with three parameters and three levels was conducted and DesignExpert was used for response surface optimization. Finally, the optimal model and optimal level of each parameter were selected. The quadratic model was more suitable for response surface optimization (P<0.0001), indicating the model had good statistical significance which could express ideal relations between all the independent variable and dependent variable. For the optimum condition, the thickness of surface soil was 4.3 cm, the covering thickness was 2 cm, and the number of adding arbor seeds was 224 ind·m-2, under which the number of germinated seedlings could be reached up to 6222 plants·m-2. During the process of seed germination, significant interactions between the thickness of surface soil and the covering thickness, as well as the thickness of surface soil and the number of adding arbor seeds were found, but the relationship between the covering thickness and the number of adding arbor seeds was relatively unremarkable. Among all the parameters, the thickness of surface soil was the most important one, which had the steepest curve and the largest standardized coefficient.