Nonlinear Soil Moisture Loss Function Reveals Vegetation Responses to Water Availability

Abstract Soil moisture drydown patterns encode signatures of vegetation water‐use. Previous characterizations of the drydown patterns assume a static linear relationship between water‐limited transpiration and available moisture. However, ecohydrological studies show that vegetation exhibits a spectrum of responses to water availability, suggesting that soil moisture loss functions may be nonlinear. To represent these dynamics, we introduce a nonlinearity parameter to the loss function. Our analysis shows that the nonlinear loss model improves the characterization of the satellite‐observed soil moisture drydowns. Globally, functional responses of drydowns are dominated by convex nonlinearity, showing less ecosystem water loss in dry soils than the linear loss function predicts. We find distinct degrees of nonlinearity among different vegetation types; areas with non‐woody vegetation more frequently exhibit a concave nonlinearity, the signature of aggressive water‐use strategies. We propose the nonlinear loss function as a continuous and dynamic framework to represent vegetation water‐use under changing water availability.

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Publication Details

Journal
Geophysical Research Letters
Published
2025-06-03
DOI
https://doi.org/10.1029/2024gl111403
Citations
3
Primary Topic
Plant Water Relations and Carbon Dynamics
Type
article
Field-Weighted Citation Impact
3.32

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article

Nonlinear Soil Moisture Loss Function Reveals Vegetation Responses to Water Availability

Ryoko Araki, K. K. Caylor, Hilary McMillan, Bryn E. Morgan
3 citations
Geophysical Research Letters
Plant Water Relations and Carbon Dynamics
3.32
article

Nonlinear Soil Moisture Loss Function Reveals Vegetation Responses to Water Availability

Ryoko Araki, K. K. Caylor, Hilary McMillan, Bryn E. Morgan
article en
3 citations

Abstract

Abstract Soil moisture drydown patterns encode signatures of vegetation water‐use. Previous characterizations of the drydown patterns assume a static linear relationship between water‐limited transpiration and available moisture. However, ecohydrological studies show that vegetation exhibits a spectrum of responses to water availability, suggesting that soil moisture loss functions may be nonlinear. To represent these dynamics, we introduce a nonlinearity parameter to the loss function. Our analysis shows that the nonlinear loss model improves the characterization of the satellite‐observed soil moisture drydowns. Globally, functional responses of drydowns are dominated by convex nonlinearity, showing less ecosystem water loss in dry soils than the linear loss function predicts. We find distinct degrees of nonlinearity among different vegetation types; areas with non‐woody vegetation more frequently exhibit a concave nonlinearity, the signature of aggressive water‐use strategies. We propose the nonlinear loss function as a continuous and dynamic framework to represent vegetation water‐use under changing water availability.

Geophysical Research LettersVol. 52(11)
University of California, Santa Barbara (US), San Diego State University (US), Massachusetts Institute of Technology (US)
Zegar Family Foundation, University of California, Santa Barbara
Openalex Percentile: Top 8%
Plant Water Relations and Carbon Dynamics
3.32
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