The field datasets acquired and analyzed in the current study are available at https://zenodo.org/record/3750199#.XpS-bVwzY2x , https://doi.org/10.5281/zenodo.3750199
Open resource ↗zenodo · 10.5281/zenodo.3750199 · lines:218-250Unverified paper record
Imaging plant responses to water deficit using electrical resistivity tomography
Plant and Soil · 1 Aug 2020 · 10.1007/s11104-020-04653-7
Abstract
Abstract Background and aims Monitoring root water uptake dynamics under water deficit (WD) conditions in fields are crucial to assess plant drought tolerance. In this study, we investigate the ability of Electrical Resistivity Tomography (ERT) to capture specific soil water depletion induced by root water uptake. Methods A combination of surface and depth electrodes with a high spatial resolution (10 cm) was used to map 2-D changes of bulk soil electrical conductivity (EC) in an agronomic trial with different herbaceous species. A synthetic experiment was performed with a mechanistic model to assess the ability of the electrode configuration to discriminate abstraction patterns due to roots. The impact of root segments was incorporated in the forward electrical model using the power-law mixing model. Results The time-lapse analysis of the synthetic ERT experiment shows that different root water uptake patterns can be delineated for measurements collected under WD conditions but not under wet conditions. Three indices were found (depletion amount, maximum depth, and spread), which allow capturing plant-specific water signatures based moisture profile changes derived from EC profiles. When root electrical properties were incorporated in the synthetic experiments, it led to the wrong estimation of the amount of water depletion, but a correct ranking of plants depletion depth. When applied to the filed data, our indices showed that Cocksfoot and Ryegrass had shallower soil water depletion zones than white clover and white clover combined with Ryegrass. However, in terms of water depletion amount, Cocksfoot consumed the largest amount of water, followed by White Clover, Ryegrass+White Clover mixture, and Ryegrass. Conclusion ERT is a well-suited method for phenotyping root water uptake ability in field trials under WD conditions.
Plant phenotyping relevance
ERTによる根の吸水動態・耐乾性の表現型取得法を、合成実験と圃場データで検証・適用しており、フェノタイピング手法が中心である。
abstractA synthetic experiment was performed with a mechanistic model to assess the ability of the electrode configuration to discriminate abstraction patterns due to roots.
abstractThree indices were found (depletion amount, maximum depth, and spread), which allow capturing plant-specific water signatures based moisture profile changes derived from EC profiles.
abstractConclusion ERT is a well-suited method for phenotyping root water uptake ability in field trials under WD conditions.
Code and data availability
The paper's Data availability statement explicitly deposits the field datasets acquired and analyzed (ERT/TDR soil water depletion measurements used for plant phenotyping) on Zenodo, with a public URL matching an allowed entry.
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