干旱区研究 ›› 2016, Vol. 33 ›› Issue (1): 108-113.doi: 10.13866/j.azr.2016.01.13

• 植物生理 • 上一篇    下一篇

通径分析在SPSS逐步线性回归中的实现

宋小园, 朱仲元, 刘艳伟, 赵宏瑾   

  1. 内蒙古农业大学水建院,内蒙古 呼和浩特 010018
  • 收稿日期:2014-03-04 修回日期:2014-04-15 出版日期:2016-01-15 发布日期:2016-01-29
  • 作者简介:宋小园(1986-),女,博士研究生,主要从事干旱区草原天然植被耗水要求方面的研究.E-mail:yuanxiaosong123@126.com
  • 基金资助:
    国家自然科学基金(50769005,51149006);内蒙古自治区自然科学基金(2013MS0607)资助

Application of Path Analysis in Stepwise Linear Regression SPSS

SONG Xiao-yuan, ZHU Zhong-yuan, LIU Yan-wei, ZHAO Hong-jin   

  1. Water Conservancy and Civil Engineering College,Inner Mongolia Agricultural University,Hohhot 010018,Inner Mongolia,China
  • Received:2014-03-04 Revised:2014-04-15 Published:2016-01-15 Online:2016-01-29

摘要: 运用SPSS.17对充分供水状态下老芒麦的蒸腾速率(Evap)、净光合速率(Pn)与环境因子中的光合有效辐射(PAR)、空气中的CO2浓度(AirCO2)、空气湿度(RH)、大气温度(AT)、叶面温度(LP)、胞间CO2浓度(Cint)的关系进行逐步回归分析和通径分析,计算环境因子对蒸腾速率、净光合速率的决策系数。在通径分析前对蒸腾速率、净光合速率进行正态分布检验,对分析结果进行显著性检验,直至回归方程中各变量均达到显著水平。运用相关、偏相关等,从不同角度研究环境因子与老芒麦蒸腾速率、净光合速率的相关性。结果表明:胞间CO2浓度、大气温度、空气湿度对净光合速率起抑制作用,胞间CO2浓度、空气湿度对蒸腾速率起促进作用。

关键词: 老芒麦, 光合作用, 蒸腾速率, 环境因子, 逐步回归分析, 通径分析, 决策系数

Abstract: Path analysis is a multivariate statistical technique put forward by geneticists Sewall Wright in 1921,based on the surface direct correlation decomposition between dependent and independent variables,to study the direct and indirect importance of independent variable on the dependent variable,so as to provide reliable basis for statistical decision.Plant photosynthesis and transpiration is one of the most important physiological activities,they have close relationship with environmental factors such as light,temperature and humidity,at the same time,the photosynthesis is the main factors of plant yield components,to study the relationship between the environmental factors and photosynthesis,transpiration could help to enhance the plants photosynthetic capacity,so as to achieve the purpose of increasing production.The effects of environment factors such as photosynthetic,active radiation,air humidity,air temperature,carbon dioxide on photosyn thesis and transpiration characters of Elymus sibiricus in enough moisture were studied using stepwise regression analysis and path analysis,decision factors between the environmental factors and transpiration rate,net photosynthetic were calculated.The transpiration rate,net photosynthetic rate were test using normal distribution before path analysis.The analysis results are examined using significance test until each variables in regression equations reached significant level.Different point of view such as correlation,partial correlation analysis is using to study the correlation between photosyn thesis,transpiration characters and the environment factors.The results indicated that carbon dioxide,temperature,air humidity have inhibitory effect on net photosynthetic rate while carbon dioxide,air humidity promote transpiration rate.

Key words: Elymus sibiricus, photosynthetic, transpiration rate, environmental factors, stepwise regression analysis, path analysis, decision coefficient