A Unified Framework to Reconcile Different Approaches of Modeling Transpiration Response to Water Stress: Plant Hydraulics, Supply Demand Balance, and Empirical Soil Water Stress Function

IF 4.4 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES
Yi Yang, Kaiyu Guan, Bin Peng, Xue Feng, Xiangtao Xu, Ming Pan, Brandon P. Sloan, Jingwen Zhang, Wang Zhou, Lingcheng Li, Murugesu Sivapalan, Elizabeth A. Ainsworth, Kimberly A. Novick, Zong-Liang Yang, Sheng Wang
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Abstract

Plant responses to water stress is a major uncertainty to predicting terrestrial ecosystem sensitivity to drought. Different approaches have been developed to represent plant water stress. Empirical approaches (the empirical soil water stress (or Beta) function and the supply-demand balance scheme) have been widely used for many decades; more mechanistic based approaches, that is, plant hydraulic models (PHMs), were increasingly adopted in the past decade. However, the relationships between them—and their underlying connections to physical processes—are not sufficiently understood. This limited understanding hinders informed decisions on the necessary complexities needed for different applications, with empirical approaches being mechanistically insufficient, and PHMs often being too complex to constrain. Here we introduce a unified framework for modeling transpiration responses to water stress, within which we demonstrate that empirical approaches are special cases of the full PHM, when the plant hydraulic parameters satisfy certain conditions. We further evaluate their response differences and identify the associated physical processes. Finally, we propose a methodology for assessing the necessity of added complexities of the PHM under various climatic conditions and ecosystem types, with case studies in three typical ecosystems: a humid Midwestern cropland, a semi-arid evergreen needleleaf forest, and an arid grassland. Notably, Beta function overestimates transpiration when VPD is high due to its lack of constraints from hydraulic transport and is therefore insufficient in high VPD environments. With the unified framework, we envision researchers can better understand the mechanistic bases of and the relationships between different approaches and make more informed choices.

Abstract Image

植物水力学、供需平衡和经验土壤水分胁迫函数:协调水分胁迫下蒸腾响应不同建模方法的统一框架
植物对水分胁迫的响应是预测陆地生态系统干旱敏感性的主要不确定性因素。不同的方法已经被开发来表示植物的水分胁迫。经验方法(经验土壤水分胁迫(或Beta)函数和供需平衡方案)已被广泛应用了几十年;在过去十年中,越来越多地采用基于机械的方法,即植物水力模型(PHMs)。然而,它们之间的关系以及它们与物理过程的潜在联系还没有得到充分的了解。这种有限的理解阻碍了对不同应用程序所需的必要复杂性做出明智的决定,经验方法在机械上是不够的,而且phm通常太复杂而无法约束。在这里,我们引入了一个统一的框架来模拟蒸腾对水分胁迫的响应,在这个框架中,我们证明了当植物水力参数满足某些条件时,经验方法是整个PHM的特殊情况。我们进一步评估了它们的反应差异,并确定了相关的物理过程。最后,我们提出了一种方法来评估在不同气候条件和生态系统类型下增加PHM复杂性的必要性,并对三个典型生态系统进行了案例研究:湿润的中西部农田、半干旱的常绿针叶林和干旱的草地。值得注意的是,当VPD高时,由于缺乏水力输送的约束,Beta函数高估了蒸腾,因此在高VPD环境中是不充分的。有了统一的框架,研究者可以更好地理解不同方法的机制基础和相互关系,从而做出更明智的选择。
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来源期刊
Journal of Advances in Modeling Earth Systems
Journal of Advances in Modeling Earth Systems METEOROLOGY & ATMOSPHERIC SCIENCES-
CiteScore
11.40
自引率
11.80%
发文量
241
审稿时长
>12 weeks
期刊介绍: The Journal of Advances in Modeling Earth Systems (JAMES) is committed to advancing the science of Earth systems modeling by offering high-quality scientific research through online availability and open access licensing. JAMES invites authors and readers from the international Earth systems modeling community. Open access. Articles are available free of charge for everyone with Internet access to view and download. Formal peer review. Supplemental material, such as code samples, images, and visualizations, is published at no additional charge. No additional charge for color figures. Modest page charges to cover production costs. Articles published in high-quality full text PDF, HTML, and XML. Internal and external reference linking, DOI registration, and forward linking via CrossRef.
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