University of Illinois Urbana-Champaign

A unified framework of modeling transpiration responses to water stress in the US Midwest

Yang, Yi

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YANG-DISSERTATION-2024.pdf

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https://hdl.handle.net/2142/124361

Description

Title
A unified framework of modeling transpiration responses to water stress in the US Midwest
Author(s)
Yang, Yi
Issue Date
2024-04-23
Director of Research (if dissertation) or Advisor (if thesis)
Guan, Kaiyu
Doctoral Committee Chair(s)
Dominguez, Francina
Committee Member(s)
  • Sivapalan, Murugesu
  • Xu, Xiangtao
  • Pan, Ming
Department of Study
Natural Res & Env Sci
Discipline
Natural Res & Env Sciences
Degree Granting Institution
University of Illinois at Urbana-Champaign
Degree Name
Ph.D.
Degree Level
Dissertation
Keyword(s)
  • Plant water stress
  • Hydrological modeling
  • Soil moisture dynamics
  • Model-data integration
Abstract
Plant responses to water stress have been a major uncertainty in predicting terrestrial ecosystem sensitivity to drought. Different theories have been developed to model plant water stress. However, the relationships between these approaches, and their underlying connections to ecohydrologic processes, are not sufficiently understood. In this dissertation, I first proposed a unified theoretical framework in Chapter 2 that reconciles the relationships between different theories and helps identify the water stress characteristics and the most efficient modeling approach for different environmental conditions. Using the framework, I found that empirical approaches of modeling plant water stress are special cases of the full plant hydraulic model. With three case studies across a spectrum of dryness regimes, I evaluated the necessity of incorporating the complexities involved in the hydraulic processes in plant hydraulics models and proposed different modeling strategies for different environments. In Chapter 3, I then applied the above framework specifically to the US Midwest and demonstrated the importance of plant hydraulic transport in crop responses to severe atmospheric dryness. In Chapter 4, I investigated the monitoring of a critical stress factor, soil moisture, at within-field levels using extensive fieldwork and satellite data, thus informing a new integrative approach for high-resolution soil moisture estimation. Finally, in Chapter 5, I used the state-of-the-art satellite evapotranspiration data to constrain and improve land surface modeling at high resolutions. This dissertation contributes to an improved understanding of plant water stress and better monitoring and management of a more sustainable agroecosystem.
Graduation Semester
2024-05
Type of Resource
Thesis
Handle URL
https://hdl.handle.net/2142/124361
Copyright and License Information
Copyright 2024 Yi Yang

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