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

  • 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

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

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.

Original languageEnglish
Article numbere2023MS003911
JournalJournal of Advances in Modeling Earth Systems
Volume17
Issue number4
DOIs
StatePublished - Apr 2025
Externally publishedYes

Funding

We acknowledge the support from NSF CAREER award (Award Abstract #1847334) managed through the NSF Environmental Sustainability Program and USDA/NSF Cyber‐Physical‐System Program. We acknowledge the support from USGS Illinois Water Resources Center annual small grant award. We thank Hyungsuk Kimm for his helpful comments on this study. We acknowledge the following AmeriFlux sites for their data records: US‐Ne3, US‐Me2, US‐Wkg. In addition, funding for AmeriFlux and FLUXNET data resources and core site data was provided by the U.S. Department of Energy's Office of Science. K.G. and B. P. are also funded by the DOE Center for Advanced Bioenergy and Bioproducts Innovation (CABBI) funded by the U.S. Department of Energy, Office of Science, Office of Biological and Environmental Research under award no. DE‐SC0018420.

Keywords

  • drought
  • ecohydrology
  • ecosystem modeling
  • plant hydraulics
  • plant water stress
  • transpiration

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