Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Khare, Deepanshu, Selzner, Tobias, Leitner, Daniel, Vanderborght, Jan, Vereecken, Harry, Schnepf, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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
_version_ 1784659811889053696
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
work_keys_str_mv AT kharedeepanshu rootsystemscalemodelssignificantlyoverestimaterootwateruptakeatdryingsoilconditions
AT selznertobias rootsystemscalemodelssignificantlyoverestimaterootwateruptakeatdryingsoilconditions
AT leitnerdaniel rootsystemscalemodelssignificantlyoverestimaterootwateruptakeatdryingsoilconditions
AT vanderborghtjan rootsystemscalemodelssignificantlyoverestimaterootwateruptakeatdryingsoilconditions
AT vereeckenharry rootsystemscalemodelssignificantlyoverestimaterootwateruptakeatdryingsoilconditions
AT schnepfandrea rootsystemscalemodelssignificantlyoverestimaterootwateruptakeatdryingsoilconditions