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    管道模型和树木年轮水分输导模式的理论及在落叶松生产力估测中的应用

    Application of pipe model and the theory of water transportation pattern through tree rings in larch productivity estimation

    • 摘要:
        目的  在管道模型假说和前期提出的树木年轮水分输导模式基础上,从理论和应用两个层面探讨了长白落叶松树冠生产力结构及4种落叶松的叶生物量估测模型,期望为树冠生产力评价和树木年轮水分输导模式研究提供理论与技术支持。
        方法  利用不同林龄和不同种落叶松树冠解析、生物量调查及树干染色试验数据,基于管道模型和树木年轮水分输导模式分析树冠生产力结构、构建叶生物量估测模式,并对不同年龄、不同种落叶松筛选出的估测变量及估测效果进行对比分析。
        结果  (1) 11年林龄的长白落叶松,胸高处当年生年轮断面积占该处具备水分输导能力的总断面积的19.64%,却供养了整个树冠最外侧29.8%的叶面积(指在当年生枝条上着生的叶面积),说明当年生年轮水分输导的速率显著快于其他年轮。(2)基于管道模型和树木年轮水分输导模式得出树木枝条叶生物量、叶面积的多少受到枝条基部水分的输导能力及机械支撑能力的综合影响,其估测自变量可区分为二类,一类是与枝生物量有关的变量,另一类是与枝条基部水分输导能力有关的变量。(3)基于两类变量构建的4种落叶松叶生物量估测标准回归模型具有极高的估测精度。(4)为了便于应用,提出了简化的叶生物量二元线性估测模型,对于4种落叶松的估测效果达到了极显著相关水平。(5)构建了4种落叶松的叶生物量与枝条基部断面积的一元线性回归模型,对模型的截距和斜率进行差异显著性分析发现,兴安落叶松与其他3种落叶松均差异极显著,日本落叶松与华北落叶松也达到了差异极显著的水平,而华北落叶松与长白落叶松差异不显著。这一结果反映了4种落叶松在树冠形态上的不同。
        结论  管道模型和树木年轮水分输导模式理论及其推论在树木生产力结构研究和生产力评价方面具有较高的应用前景。据此可将枝条叶生物量的估测变量区分为两类,即与枝生物量有关的变量和与枝条水分输导能力有关的变量。提出了叶生物量估测的标准回归模型和简化回归模型,该模型对4种落叶松的估测精度均达到了极显著相关水平。

       

      Abstract:
        Objective  On the basis of pipe model and the theory of water transportation pattern through tree rings, we investigated the canopy productivity structure of Larix olgensis and leaf biomass models for four larch subspecies to provide a theoretical and technological background for evaluating canopy productivity and studying the pattern of water transportation through tree rings.
        Method  We analyzed the canopy productivity structure and fitted leaf biomass models with the data collected from canopy analysis, biomass sampling and dye tracer experiment in tree trunks, as well as comparing the selected predictors and the estimation accuracy of the models for varied larch subspecies at different ages.
        Result  (1) The sectional area of current-year ring of 11-year-old Larix olgensis at breast height accounted for 19.64% of the total sectional area capable of conducting water but provided the water transportation for 29.8% of the total canopy leaf area, indicating that the water transportation rate of current-year ring was faster than others. (2) Based on pipe model and the theory of water transportation pattern through tree rings, both leaf area and leaf biomass were affected to a certain degree by the water transportation capacity and branch mechanical support capacity, which were represented by two types of predictor variables relating to branch mass and water transportation capacity, respectively. (3) The biomass models with two types of predictor variabels for the four Larix subspecies had high estimation accuracy. (4) In order to facilitate the application, models with two predictors were fitted, and predicted values given by these reduced models were highly correlated to leaf biomass observations for the four Larix subspeices. (5) We fitted an ANCOVA model of leaf biomass on sectional area of branch at base, with the four Larix subspeices incorporated. Statistical tests for testing homogeneous intercept and slope showed that the slope and intercept for Larix gmelinii were significantly different from those for other three subspecies, and so was Larix principis from Larix leptolepis. In comparison, the difference between Larix principis and Larix olgensis was not significant. The results reflectd the differences in the canopy shape of the four larch subspecies.
        Conclusion  The pipe model and theory of water trasportation pattern have a wide application prospect in studying tree productivity structure and productivity evaluation. According to this, explanatory variables for leaf biomass can be divided into two categories, related to branch mass and water trasportation capability, respectively. The fitted standard model and reduced models of leaf biomass could produce accurate estimates for the four Larix subspecies.

       

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