Microdialysis probes and digital twins reveal the rapid removal of fertiliser phosphate from the soil solution with an impact on crop nutrition in the short-term
Microdialysis probes and digital twins reveal the rapid removal of fertiliser phosphate from the soil solution with an impact on crop nutrition in the short-term
Global food production depends on the application of phosphorus (P) fertilisers, usually sourced from rock phosphate, a non-renewable resource. Optimising P use to ensure sustainable P application is necessary to supply food worldwide and to protect the environment from P runoff. However, standard models used to guide P application on fields are limited due to assumptions that fail to consider the short-term dynamics of P in the soil solution. This study combined time-resolved microdialysis sampling with 4D spatial information from X-ray computed tomography to inform an image-based model for assessing P-soil-plant interactions over the start of a growing season. The time-resolved microdialysis measurements revealed that P released from the granules is rapidly removed from the soil solution in the short-term. We demonstrate that the standard equilibrium models typically used to characterise P transport in soil are not representative of the experimental system on the time scales considered. Instead, an Absorption-Diffusion model, where a single sink term accounts for all the processes removing P from the soil solution was required to correctly characterise experimental observations. Our study provides the basis for a model which could be adapted to predict within-season fertilisation scenarios in different soil conditions, and provides a conceptual description of plant/crop yield response to P fertilisation.
Image-based modelling, Microdialysis, Phosphorus, X-ray Computed Tomography, precision agriculture, Precision agriculture, X-ray computed tomography
Petroselli, C.
19266726-2dc0-4790-af77-7ccdc45865eb
Williams, K.A.
bf87a040-9a95-4c4e-a078-d289404b7523
Ruiz, S.A.
d79b3b82-7c0d-47cc-9616-11d29e6a41bd
Mckay Fletcher, D.
db06e7e0-69af-4fa2-89b3-26f6599e43d4
Cooper, M.J.
54f7bff0-1f8c-4835-8358-71eef8529e7a
Roose, T.
3581ab5b-71e1-4897-8d88-59f13f3bccfe
July 2024
Petroselli, C.
19266726-2dc0-4790-af77-7ccdc45865eb
Williams, K.A.
bf87a040-9a95-4c4e-a078-d289404b7523
Ruiz, S.A.
d79b3b82-7c0d-47cc-9616-11d29e6a41bd
Mckay Fletcher, D.
db06e7e0-69af-4fa2-89b3-26f6599e43d4
Cooper, M.J.
54f7bff0-1f8c-4835-8358-71eef8529e7a
Roose, T.
3581ab5b-71e1-4897-8d88-59f13f3bccfe
Petroselli, C., Williams, K.A. and Ruiz, S.A.
,
et al.
(2024)
Microdialysis probes and digital twins reveal the rapid removal of fertiliser phosphate from the soil solution with an impact on crop nutrition in the short-term.
Soil Biology and Biochemistry, 194, [109417].
(doi:10.1016/j.soilbio.2024.109417).
Abstract
Global food production depends on the application of phosphorus (P) fertilisers, usually sourced from rock phosphate, a non-renewable resource. Optimising P use to ensure sustainable P application is necessary to supply food worldwide and to protect the environment from P runoff. However, standard models used to guide P application on fields are limited due to assumptions that fail to consider the short-term dynamics of P in the soil solution. This study combined time-resolved microdialysis sampling with 4D spatial information from X-ray computed tomography to inform an image-based model for assessing P-soil-plant interactions over the start of a growing season. The time-resolved microdialysis measurements revealed that P released from the granules is rapidly removed from the soil solution in the short-term. We demonstrate that the standard equilibrium models typically used to characterise P transport in soil are not representative of the experimental system on the time scales considered. Instead, an Absorption-Diffusion model, where a single sink term accounts for all the processes removing P from the soil solution was required to correctly characterise experimental observations. Our study provides the basis for a model which could be adapted to predict within-season fertilisation scenarios in different soil conditions, and provides a conceptual description of plant/crop yield response to P fertilisation.
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Accepted/In Press date: 26 March 2024
e-pub ahead of print date: 5 April 2024
Published date: July 2024
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© 2024 The Authors
Keywords:
Image-based modelling, Microdialysis, Phosphorus, X-ray Computed Tomography, precision agriculture, Precision agriculture, X-ray computed tomography
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Local EPrints ID: 489022
URI: http://eprints.soton.ac.uk/id/eprint/489022
ISSN: 0038-0717
PURE UUID: c9494217-535d-4cab-a37d-a75f1da76f42
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Date deposited: 11 Apr 2024 16:36
Last modified: 12 Jul 2024 02:06
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Author:
C. Petroselli
Author:
K.A. Williams
Author:
D. Mckay Fletcher
Corporate Author: et al.
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