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The Effect of Leaf-Level Spatial Variability in Photosynthetic Capacity on Biochemical Parameter Estimates Using the Farquhar Model: A Theoretical Analysis

机译:利用Farquhar模型估算光合能力中叶水平空间变异对生化参数估计的影响:理论分析

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摘要

Application of the widely used Farquhar model of photosynthesis in interpretation of gas exchange data assumes that photosynthetic properties are homogeneous throughout the leaf. Previous studies showed that heterogeneity in stomatal conductance (gs) across a leaf could affect the shape of the measured leaf photosynthetic CO2 uptake rate (A) versus intercellular CO2 concentration (Ci) response curve and, in turn, estimation of the critical biochemical parameters of this model. These are the maximum rates of carboxylation (Vc,max), whole-chain electron transport (Jmax), and triose-P utilization (VTPU). The effects of spatial variation in Vc,max, Jmax, and VTPU on estimation of leaf averages of these parameters from A-Ci curves measured on a whole leaf have not been investigated. A mathematical model incorporating defined degrees of spatial variability in Vc,max and Jmax was constructed. One hundred and ten theoretical leaves were simulated, each with the same average Vc,max and Jmax, but different coefficients of variation of the mean (CVVJ) and varying correlation between Vc,max and Jmax (Ω). Additionally, the interaction of variation in Vc,max and Jmax with heterogeneity in VTPU, gs, and light gradients within the leaf was also investigated. Transition from Vc,max- to Jmax-limited photosynthesis in the A-Ci curve was smooth in the most heterogeneous leaves, in contrast to a distinct inflection in the absence of heterogeneity. Spatial variability had little effect on the accuracy of estimation of Vc,max and Jmax from A-Ci curves when the two varied in concert (Ω = 1.0), but resulted in underestimation of both parameters when they varied independently (up to 12.5% in Vc,max and 17.7% in Jmax at CVVJ = 50%; Ω = 0.3). Heterogeneity in VTPU also significantly affected parameter estimates, but effects of heterogeneity in gs or light gradients were comparatively small. If Vc,max and Jmax derived from such heterogeneous leaves are used in models to project leaf photosynthesis, actual A is overestimated by up to 12% at the transition between Vc,max- and Jmax-limited photosynthesis. This could have implications for both crop production and Earth system models, including projections of the effects of atmospheric change.
机译:广泛使用的光合作用的Farquhar模型在解释气体交换数据中的应用假定光合作用特性在整个叶片中是均匀的。先前的研究表明,跨叶片的气孔导度(gs)的异质性可能会影响所测叶片的光合二氧化碳吸收率(A)与细胞间CO2浓度(Ci)响应曲线的形状,进而影响植物叶片的关键生化参数的估算这个模型。这些是最大的羧化速率(Vc,max),全链电子传输(Jmax)和三糖-P利用率(VTPU)。尚未研究Vc,max,Jmax和VTPU的空间变化对从整个叶子上测得的A-Ci曲线估计这些参数的叶子平均值的影响。构建了一个数学模型,该模型结合了Vc,max和Jmax中定义的空间变异度。模拟了110个理论叶片,每个叶片的平均Vc,max和Jmax均相同,但均值(CVVJ)的变异系数不同,并且V c,max 和J max (Ω)。此外, V c,max J max 中的变异与 V < / em> TPU g s ,还研究了叶内的光梯度。 AC 中从 V c,max -到 J max 限制的光合作用的过渡> i 曲线在最不均匀的叶子上很光滑,而在没有不均匀性的情况下明显弯曲。空间变异性对 V c,max J max 的估计精度影响很小当两者一致变化时(Ω= 1.0),AC i 发生曲线,但是当两个参数独立变化时,导致两个参数的估计值均被低估(在 V c,max J max 中的17.7%,CV VJ = 50%;Ω= 0.3)。 V TPU 中的异质性也显着影响参数估计,但是 g s 中的异质性或光梯度的影响相对比较小。如果从此类异质叶片衍生的 V c,max J max 用于模型中预测叶片的光合作用,在 V c,max -和 J A 被高估了12% > max 限制的光合作用。这可能对作物生产和地球系统模型都有影响,包括对大气变化影响的预测。

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