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A Generic Model to Describe the Dynamics of Nutrient Concentrations within Stemwood across an Age Series of a Eucalyptus Hybrid

机译:描述桉树杂种年龄序列中茎木内营养浓度动态的通用模型

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摘要

Nutrient concentrations (N, P, K) were determined within stemwood in an age series of eucalyptus stands. Four trees per stand were selected according to their size to represent the whole range of basal areas in 1‐, 2‐, 3‐, 4‐, 5‐, 6‐ and 7‐year‐old stands. Cross‐sections were sampled every 4 m from the ground to the top of the tree, and chemical analyses were performed for each annual ring in the cross‐sections. We constructed a new and generic model to describe the dynamics of nutrient concentrations within the stemwood. Three main parameters were used: (1) the initial concentration of the ring, Ic; (2) the final concentration of the ring at harvest, Fc; and (3) the rate of change in concentration, k. The model is very flexible and was adapted to describe N, P and K concentrations within the stems, and their dynamics over time. An analysis of the parameters showed that k was constant for a given nutrient. Ic varied with height within the tree for P, whereas for N and K it was a function of: (1) the age of the tree when the ring was initiated; and (2) height within the tree. Fc was constant for N, and dependent on the age of the tree when the ring was initiated for K and P. The final models showed a low Root Mean Square Error for a limited number of parameters (less than seven). When validated on an independent sample, the models were shown to have high predictive quality.
机译:在桉树林分年龄系列的茎木中确定养分浓度(N,P,K)。根据林分的大小,每个林分选择了四棵树,以代表1年,2年,3年,4年,5年,6年和7年林分的整个基础区域。从地面到树的顶部每4 m采样一次横截面,并对横截面中的每个年轮进行化学分析。我们构建了一个新的通用模型来描述茎木中养分浓度的动态变化。使用了三个主要参数:(1)环的初始浓度Ic; (2)收获时环的最终浓度,Fc; (3)浓度变化率k。该模型非常灵活,适用于描述茎中N,P和K的浓度及其随时间的动态变化。对参数的分析表明,对于给定的营养素,k是恒定的。对于P,IC随树的高度而变化,而对于N和K,它是以下函数:(1)发起环时树的年龄; (2)树内的高度。 Fc对于N而言是恒定的,并且取决于启动针对K和P的环时树的年龄。最终模型在有限数量的参数(少于七个)下显示出较低的均方根误差。当在独立样本上进行验证时,模型显示出较高的预测质量。

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