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Root System Scale Models Significantly Overestimate Root Water Uptake at Drying Soil Conditions
Soil hydraulic conductivity (k(soil)) drops significantly in dry soils, resulting in steep soil water potential gradients (ψ(s)) near plant roots during water uptake. Coarse soil grid resolutions in root system scale (RSS) models of root water uptake (RWU) generally do not spatially resolve this gra...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8882956/ https://www.ncbi.nlm.nih.gov/pubmed/35237283 http://dx.doi.org/10.3389/fpls.2022.798741 |
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author | Khare, Deepanshu Selzner, Tobias Leitner, Daniel Vanderborght, Jan Vereecken, Harry Schnepf, Andrea |
author_facet | Khare, Deepanshu Selzner, Tobias Leitner, Daniel Vanderborght, Jan Vereecken, Harry Schnepf, Andrea |
author_sort | Khare, Deepanshu |
collection | PubMed |
description | Soil hydraulic conductivity (k(soil)) drops significantly in dry soils, resulting in steep soil water potential gradients (ψ(s)) near plant roots during water uptake. Coarse soil grid resolutions in root system scale (RSS) models of root water uptake (RWU) generally do not spatially resolve this gradient in drying soils which can lead to a large overestimation of RWU. To quantify this, we consider a benchmark scenario of RWU from drying soil for which a numerical reference solution is available. We analyze this problem using a finite volume scheme and investigate the impact of grid size on the RSS model results. At dry conditions, the cumulative RWU was overestimated by up to 300% for the coarsest soil grid of 4.0 cm and by 30% for the finest soil grid of 0.2 cm, while the computational demand increased from 19 s to 21 h. As an accurate and computationally efficient alternative to the RSS model, we implemented a continuum multi-scale model where we keep a coarse grid resolution for the bulk soil, but in addition, we solve a 1-dimensional radially symmetric soil model at rhizosphere scale around individual root segments. The models at the two scales are coupled in a mass-conservative way. The multi-scale model compares best to the reference solution (−20%) at much lower computational costs of 4 min. Our results demonstrate the need to shift to improved RWU models when simulating dry soil conditions and highlight that results for dry conditions obtained with RSS models of RWU should be interpreted with caution. |
format | Online Article Text |
id | pubmed-8882956 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-88829562022-03-01 Root System Scale Models Significantly Overestimate Root Water Uptake at Drying Soil Conditions Khare, Deepanshu Selzner, Tobias Leitner, Daniel Vanderborght, Jan Vereecken, Harry Schnepf, Andrea Front Plant Sci Plant Science Soil hydraulic conductivity (k(soil)) drops significantly in dry soils, resulting in steep soil water potential gradients (ψ(s)) near plant roots during water uptake. Coarse soil grid resolutions in root system scale (RSS) models of root water uptake (RWU) generally do not spatially resolve this gradient in drying soils which can lead to a large overestimation of RWU. To quantify this, we consider a benchmark scenario of RWU from drying soil for which a numerical reference solution is available. We analyze this problem using a finite volume scheme and investigate the impact of grid size on the RSS model results. At dry conditions, the cumulative RWU was overestimated by up to 300% for the coarsest soil grid of 4.0 cm and by 30% for the finest soil grid of 0.2 cm, while the computational demand increased from 19 s to 21 h. As an accurate and computationally efficient alternative to the RSS model, we implemented a continuum multi-scale model where we keep a coarse grid resolution for the bulk soil, but in addition, we solve a 1-dimensional radially symmetric soil model at rhizosphere scale around individual root segments. The models at the two scales are coupled in a mass-conservative way. The multi-scale model compares best to the reference solution (−20%) at much lower computational costs of 4 min. Our results demonstrate the need to shift to improved RWU models when simulating dry soil conditions and highlight that results for dry conditions obtained with RSS models of RWU should be interpreted with caution. Frontiers Media S.A. 2022-02-14 /pmc/articles/PMC8882956/ /pubmed/35237283 http://dx.doi.org/10.3389/fpls.2022.798741 Text en Copyright © 2022 Khare, Selzner, Leitner, Vanderborght, Vereecken and Schnepf. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Khare, Deepanshu Selzner, Tobias Leitner, Daniel Vanderborght, Jan Vereecken, Harry Schnepf, Andrea Root System Scale Models Significantly Overestimate Root Water Uptake at Drying Soil Conditions |
title | Root System Scale Models Significantly Overestimate Root Water Uptake at Drying Soil Conditions |
title_full | Root System Scale Models Significantly Overestimate Root Water Uptake at Drying Soil Conditions |
title_fullStr | Root System Scale Models Significantly Overestimate Root Water Uptake at Drying Soil Conditions |
title_full_unstemmed | Root System Scale Models Significantly Overestimate Root Water Uptake at Drying Soil Conditions |
title_short | Root System Scale Models Significantly Overestimate Root Water Uptake at Drying Soil Conditions |
title_sort | root system scale models significantly overestimate root water uptake at drying soil conditions |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8882956/ https://www.ncbi.nlm.nih.gov/pubmed/35237283 http://dx.doi.org/10.3389/fpls.2022.798741 |
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