利用植物水动力学模型FETCH4补充测量和表征混合温带森林的水力特征

IF 3.7 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
Justine E. C. Missik, Gil Bohrer, Madeline E. Scyphers, Ashley M. Matheny, Ana Maria Restrepo Acevedo, Marcela Silva, Golnazalsadat Mirfenderesgi, Yair Mau
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引用次数: 0

摘要

物种特有的水力性状在生态系统对水分胁迫的响应中起着重要作用;然而,在陆地表面模型中,生物多样性森林冠层的表征仍然是一个挑战。本文介绍了基于有限差分生态系统尺度树冠水动力学模型(FETCH)的多物种、冠层水动力学模型FETCH4。FETCH4模拟水通过土壤、根和茎的多孔介质流动。气孔导度受木质部水势控制,水势沿垂直方向分解。FETCH4的一个关键特征是一个多物种冠层公式,它利用树冠和茎的维度特征,使模型能够产生树级和样地级的输出,并改善了水力特征及其在树木和物种之间的变化的表征。我们展示了模型的性能在混合温带森林在密歇根州与物种对比水力策略。我们使用包含sapflow测量的贝叶斯优化框架来优化特定物种的水力参数。FETCH4能很好地模拟水分胁迫条件下不同水力策略的物种的sapflow。此外,该模型还能够捕捉到更高层次的突现特征,如干旱敏感性。将FETCH4与现有的观测相结合,可以为难以测量的水力特性和植物流体动力学提供独特的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Using a Plant Hydrodynamic Model, FETCH4, to Supplement Measurements and Characterize Hydraulic Traits in a Mixed Temperate Forest

Using a Plant Hydrodynamic Model, FETCH4, to Supplement Measurements and Characterize Hydraulic Traits in a Mixed Temperate Forest

Species-specific hydraulic traits play an important role in ecosystem response to water stress; however, representation of biodiverse forest canopies remains a challenge in land surface models. We introduce FETCH4, a multispecies, canopy-level, hydrodynamic model, which builds upon previous versions of the finite-difference ecosystem-scale tree crown hydrodynamics model (FETCH). FETCH4 simulates water transport through the soil, roots, and stem as porous media flow. Stomatal conductance is controlled by xylem water potential, which is resolved along the vertical dimension. A key feature of FETCH4 is a multispecies canopy formulation, which uses crown and stem dimensional characteristics to allow the model to produce both tree-level and plot-level outputs and improves the representation of hydraulic traits and their variation among trees and species. We demonstrate the model's performance in a mixed temperate forest in Michigan with species of contrasting hydraulic strategies. We optimize species-specific hydraulic parameters using a Bayesian optimization framework incorporating sapflow measurements. FETCH4 performed well in simulating sapflow of species with contrasting hydraulic strategies under conditions of water stress. In addition, the model was able to capture higher-level emergent traits, such as drought sensitivity. Using FETCH4 in combination with available observations can provide unique insights about difficult to measure hydraulic traits and plant hydrodynamics.

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来源期刊
Journal of Geophysical Research: Biogeosciences
Journal of Geophysical Research: Biogeosciences Earth and Planetary Sciences-Paleontology
CiteScore
6.60
自引率
5.40%
发文量
242
期刊介绍: JGR-Biogeosciences focuses on biogeosciences of the Earth system in the past, present, and future and the extension of this research to planetary studies. The emerging field of biogeosciences spans the intellectual interface between biology and the geosciences and attempts to understand the functions of the Earth system across multiple spatial and temporal scales. Studies in biogeosciences may use multiple lines of evidence drawn from diverse fields to gain a holistic understanding of terrestrial, freshwater, and marine ecosystems and extreme environments. Specific topics within the scope of the section include process-based theoretical, experimental, and field studies of biogeochemistry, biogeophysics, atmosphere-, land-, and ocean-ecosystem interactions, biomineralization, life in extreme environments, astrobiology, microbial processes, geomicrobiology, and evolutionary geobiology
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