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University of Illinois at Urbana-Champaign

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

Abstract

dc:description

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.

Degree

thesis:*
Name thesis:degree_name
Ph.D.
Level thesis:degree_level
Dissertation
Discipline thesis:degree_discipline
Natural Res & Env Sciences
Grantor
University of Illinois at Urbana-Champaign
Year dc:date
2024

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Yang, Yi
Contributors dc:contributor
  • Guan, Kaiyu
  • Dominguez, Francina
  • Sivapalan, Murugesu
  • Xu, Xiangtao
  • Pan, Ming

Subjects

dc:subject × 4

Rights

dc:rights
Statement dc:rights
  • Copyright 2024 Yi Yang
Language dc:language
en, eng

Identifiers

dc:identifier.*
Handle dc:identifier
https://hdl.handle.net/2142/124361

Chain of custody

source
Harvested from
University of Illinois - Urbana-Champaign
Base URL
www.ideals.illinois.edu/oai-pmh
Last updated
2026-07-22
Source record
OAI-PMH GetRecord
citation

Yang, Yi. A unified framework of modeling transpiration responses to water stress in the US Midwest. Dissertation thesis, University of Illinois at Urbana-Champaign, 2024. https://hdl.handle.net/2142/124361