Steppe Kathy, De Pauw Dirk J W, Lemeur Raoul, Vanrolleghem Peter A
Department of Applied Ecology and Environmental Biology, Laboratory of Plant Ecology, Ghent University, Coupure links 653, B-9000 Ghent, Belgium.
Tree Physiol. 2006 Mar;26(3):257-73. doi: 10.1093/treephys/26.3.257.
To date, models for simulating sap flow dynamics in individual trees with a direct link to stem diameter variation include only the diameter fluctuation driven by a change in stem water storage. This paper reports results obtained with a comprehensive flow and storage model using whole-tree leaf transpiration as the only input variable. The model includes radial stem growth based on Lockhart's equation for irreversible cell expansion. It was demonstrated that including growth is essential to obtaining good simulation results. To model sap flow dynamics, capacitance of storage tissues was assumed either constant (i.e., electrical analogue approach) or variable and dependent on the water content of the respective storage tissue (i.e., hydraulic system approach). These approaches resulted in different shapes for the desorption curve used to calculate the capacitance of storage tissues. Comparison of these methods allowed detection of specific differences in model simulation of sap flow at the stem base (F(stem)) and stem diameter variation (D). Sensitivity analysis was performed to select a limited subset of identifiable parameters driving most of the variability in model predictions of F(stem) and D Both the electrical analogue and the hydraulic system approach for the flow and storage model were successfully calibrated and validated for the case of a young beech tree (Fagus sylvatica L.). Use of an objective model selection criterion revealed that the flow and storage model based on the electrical analogue approach yielded better predictions.
迄今为止,能够直接关联树干直径变化来模拟单株树木液流动力学的模型,仅考虑了由树干水分储存变化驱动的直径波动。本文报告了使用全树叶片蒸腾作为唯一输入变量的综合水流与储存模型所获得的结果。该模型包含基于洛克哈特不可逆细胞扩张方程的径向树干生长。结果表明,纳入生长因素对于获得良好的模拟结果至关重要。为了模拟液流动力学,储存组织的电容被假定为恒定(即电模拟方法)或可变且取决于各自储存组织的含水量(即液压系统方法)。这些方法导致用于计算储存组织电容的解吸曲线形状不同。通过比较这些方法,可以检测到在树干基部液流(F(stem))和树干直径变化(D)的模型模拟中的特定差异。进行了敏感性分析,以选择驱动F(stem)和D的模型预测中大部分变异性的有限可识别参数子集。对于一棵年轻的山毛榉树(欧洲山毛榉),液流与储存模型的电模拟方法和液压系统方法均成功进行了校准和验证。使用客观的模型选择标准表明,基于电模拟方法的液流与储存模型具有更好的预测效果。