Robustness of critical soil moisture to curve-fitting methods and its variability with soil depth, soil texture, and climatic conditions: insights from lysimeter data in Germany

• Surface and root zone critical soil moisture (θ crit ) were derived using lysimeter data. • Different fitting curve frameworks had insignificant impacts on θ crit estimates. • θ crit decreased with increasing sand fraction and aridity index. • Midpoints of field capacity and wilting point: reliable estimates of root zone θ crit . • Surface and root zone θ crit showed a good correlation (0.83). Actual evapotranspiration (ET a ) is a vital terrestrial ecosystem process that links water, energy, and carbon cycles. ET a can be limited by either energy or water availability. The transition between water- and energy-limited regimes is related to soil moisture and is often characterized as a threshold, denoted as critical soil moisture threshold (θ crit ). However, the determination of θ crit is subject to uncertainties due to the different methods used to evaluate the relationship between ET a and soil moisture (SM), such as SM depths, definitions of ET a and curve fitting functions. Typically, surface SM is used to identify θ crit as it is easily accessible and assumed to represent root zone SM status. Weighable lysimeter technology provides a unique opportunity to assess the role of root zone SM on the transition between water and energy limited ET a . It is widely regarded as the gold standard for measuring in-situ ET, and at the same time allows for in-situ SM measurements at different depths. In this study, we estimated θ crit using in situ SM measurements at 10 cm depth and root zone SM by vertically integrating in situ SM (0–60 cm) observations. In addition, we applied three different definitions of relative evapotranspiration (evaporative fraction, the ratio of ET a to grass reference evapotranspiration and the ratio of actual ET a to calculated potential evapotranspiration) as well as two different fitting curves to investigate the sensitivities of θ crit . We found robust θ crit estimates across different definitions and fitting curve methods, but the estimates were significantly higher for root zone than for surface θ crit . Our results also highlight the high correlation (0.83) between root zone and surface θ crit . However, the relation between both values is not unique since it depends on the actual moisture profile and plant root system and, herewith, on the soil type and previous weather conditions. We further observed that both surface and root zone θ crit decreased with increasing sand fraction. Under changing climatic conditions but with identical soil and ecosystem types, both surface and root zone θ crit decreased with increasing aridity. Additionally, we found that using the midpoint between field capacity and wilting point provides a reliable range of root zone θ crit for a given soil texture.

Authors

Institutions

Publication Details

Journal
Journal of Hydrology
Published
2026-01-13
DOI
https://doi.org/10.1016/j.jhydrol.2026.134959
Primary Topic
Soil Moisture and Remote Sensing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Robustness of critical soil moisture to curve-fitting methods and its variability with soil depth, soil texture, and climatic conditions: insights from lysimeter data in Germany

Ralf Gründling, Jannis Groh, Horst Gerke, Ralf Kiese et al.
Journal of Hydrology
Soil Moisture and Remote Sensing
article

Robustness of critical soil moisture to curve-fitting methods and its variability with soil depth, soil texture, and climatic conditions: insights from lysimeter data in Germany

Ralf Gründling, Jannis Groh, Horst Gerke, Ralf Kiese, Hans Jörg Vogel, Harry Vereecken, Harrie-Jan Hendricks Franssen, Mathieu Javaux, Alexander Graf, Holger Rupp, Xiao Lu, Thomas Pütz
article en

Abstract

• Surface and root zone critical soil moisture (θ crit ) were derived using lysimeter data. • Different fitting curve frameworks had insignificant impacts on θ crit estimates. • θ crit decreased with increasing sand fraction and aridity index. • Midpoints of field capacity and wilting point: reliable estimates of root zone θ crit . • Surface and root zone θ crit showed a good correlation (0.83). Actual evapotranspiration (ET a ) is a vital terrestrial ecosystem process that links water, energy, and carbon cycles. ET a can be limited by either energy or water availability. The transition between water- and energy-limited regimes is related to soil moisture and is often characterized as a threshold, denoted as critical soil moisture threshold (θ crit ). However, the determination of θ crit is subject to uncertainties due to the different methods used to evaluate the relationship between ET a and soil moisture (SM), such as SM depths, definitions of ET a and curve fitting functions. Typically, surface SM is used to identify θ crit as it is easily accessible and assumed to represent root zone SM status. Weighable lysimeter technology provides a unique opportunity to assess the role of root zone SM on the transition between water and energy limited ET a . It is widely regarded as the gold standard for measuring in-situ ET, and at the same time allows for in-situ SM measurements at different depths. In this study, we estimated θ crit using in situ SM measurements at 10 cm depth and root zone SM by vertically integrating in situ SM (0–60 cm) observations. In addition, we applied three different definitions of relative evapotranspiration (evaporative fraction, the ratio of ET a to grass reference evapotranspiration and the ratio of actual ET a to calculated potential evapotranspiration) as well as two different fitting curves to investigate the sensitivities of θ crit . We found robust θ crit estimates across different definitions and fitting curve methods, but the estimates were significantly higher for root zone than for surface θ crit . Our results also highlight the high correlation (0.83) between root zone and surface θ crit . However, the relation between both values is not unique since it depends on the actual moisture profile and plant root system and, herewith, on the soil type and previous weather conditions. We further observed that both surface and root zone θ crit decreased with increasing sand fraction. Under changing climatic conditions but with identical soil and ecosystem types, both surface and root zone θ crit decreased with increasing aridity. Additionally, we found that using the midpoint between field capacity and wilting point provides a reliable range of root zone θ crit for a given soil texture.

Journal of HydrologyVol. 668
Karlsruhe Institute of Technology (DE), University of Bonn (DE), Helmholtz Centre for Environmental Research (DE), Forschungszentrum Jülich (DE), Leibniz Centre for Agricultural Landscape Research (DE), RWTH Aachen University (DE), University of Oulu (FI)
Openalex Percentile: Top 91%
Soil Moisture and Remote Sensing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.