Quantification of hydraulic trait control on plant hydrodynamics and risk of hydraulic failure within a demographic structured vegetation model in a tropical forest (FATES–HYDRO V1.0)

IF 4 3区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY Geoscientific Model Development Pub Date : 2023-11-07 DOI:10.5194/gmd-16-6267-2023
Chonggang Xu, Bradley Christoffersen, Zachary Robbins, Ryan Knox, Rosie A. Fisher, Rutuja Chitra-Tarak, Martijn Slot, Kurt Solander, Lara Kueppers, Charles Koven, Nate McDowell
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Abstract

Abstract. Vegetation plays a key role in the global carbon cycle and thus is an important component within Earth system models (ESMs) that project future climate. Many ESMs are adopting methods to resolve plant size and ecosystem disturbance history, using vegetation demographic models. These models make it feasible to conduct more realistic simulation of processes that control vegetation dynamics. Meanwhile, increasing understanding of the processes governing plant water use, and ecosystem responses to drought in particular, has led to the adoption of dynamic plant water transport (i.e., hydrodynamic) schemes within ESMs. However, the extent to which variations in plant hydraulic traits affect both plant water stress and the risk of mortality in trait-diverse tropical forests is understudied. In this study, we report on a sensitivity analysis of an existing hydrodynamic scheme (HYDRO) model that is updated and incorporated into the Functionally Assembled Terrestrial Ecosystem Simulator (FATES) (FATES–HYDRO V1.0). The size- and canopy-structured representation within FATES is able to simulate how plant size and hydraulic traits affect vegetation dynamics and carbon–water fluxes. To better understand this new model system, and its functionality in tropical forest systems in particular, we conducted a global parameter sensitivity analysis at Barro Colorado Island, Panama. We assembled 942 observations of plant hydraulic traits on 306 tropical plant species for stomata, leaves, stems, and roots and determined the best-fit statistical distribution for each trait, which was used in model parameter sampling to assess the parametric sensitivity. We showed that, for simulated leaf water potential and loss of hydraulic conductivity across different plant organs, the four most important traits were associated with xylem conduit taper (buffers increasing hydraulic resistance with tree height), stomatal sensitivity to leaf water potential, maximum stem hydraulic conductivity, and the partitioning of total hydraulic resistance above vs. belowground. Our analysis of individual ensemble members revealed that trees at a high risk of hydraulic failure and potential tree mortality generally have a lower conduit taper, lower maximum xylem conductivity, lower stomatal sensitivity to leaf water potential, and lower resistance to xylem embolism for stem and transporting roots. We expect that our results will provide guidance on future modeling studies using plant hydrodynamic models to predict the forest responses to droughts and future field campaigns that aim to better parameterize plant hydrodynamic models.
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热带森林人口结构植被模型中植物水动力学和水力失效风险的水力性状控制量化(fas - hydro V1.0)
摘要植被在全球碳循环中起着关键作用,因此是预测未来气候的地球系统模式(ESMs)的重要组成部分。许多esm采用植被人口统计学模型来求解植物大小和生态系统扰动历史。这些模型使得对控制植被动态的过程进行更真实的模拟成为可能。同时,对植物水分利用的控制过程,特别是生态系统对干旱的反应的了解日益增加,导致在esm中采用了动态植物水分输送(即水动力学)方案。然而,在性状多样化的热带森林中,植物水力性状的变化对植物水分胁迫和死亡风险的影响程度尚未得到充分研究。在这项研究中,我们报告了现有的水动力方案(HYDRO)模型的敏感性分析,该模型被更新并纳入功能组装陆地生态系统模拟器(FATES) (FATES - HYDRO V1.0)。FATES中的大小和冠层结构表示能够模拟植物大小和水力特性如何影响植被动态和碳-水通量。为了更好地理解这个新的模型系统,特别是它在热带森林系统中的功能,我们在巴拿马的Barro Colorado岛进行了全球参数敏感性分析。我们收集了306种热带植物的气孔、叶片、茎和根的942个植物水力性状观测值,确定了每个性状的最适合统计分布,并将其用于模型参数抽样,以评估参数敏感性。研究表明,对于模拟叶片水势和不同植物器官的水力传导损失,四个最重要的性状与木质部导管锥度(随着树高增加水力阻力的缓冲)、气孔对叶片水势的敏感性、最大茎水力传导率以及总水力阻力在地上与地下的分配有关。结果表明,水力衰竭和潜在死亡风险较高的树木通常具有较低的导管锥度、较低的最大木质部电导率、较低的气孔对叶片水势的敏感性,以及较低的木质部栓塞对茎和运输根的抗性。我们期望我们的研究结果将为未来利用植物水动力模型来预测森林对干旱的反应的建模研究和未来旨在更好地参数化植物水动力模型的野外活动提供指导。
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来源期刊
Geoscientific Model Development
Geoscientific Model Development GEOSCIENCES, MULTIDISCIPLINARY-
CiteScore
8.60
自引率
9.80%
发文量
352
审稿时长
6-12 weeks
期刊介绍: Geoscientific Model Development (GMD) is an international scientific journal dedicated to the publication and public discussion of the description, development, and evaluation of numerical models of the Earth system and its components. The following manuscript types can be considered for peer-reviewed publication: * geoscientific model descriptions, from statistical models to box models to GCMs; * development and technical papers, describing developments such as new parameterizations or technical aspects of running models such as the reproducibility of results; * new methods for assessment of models, including work on developing new metrics for assessing model performance and novel ways of comparing model results with observational data; * papers describing new standard experiments for assessing model performance or novel ways of comparing model results with observational data; * model experiment descriptions, including experimental details and project protocols; * full evaluations of previously published models.
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