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      Electrical impedance spectroscopy (EIS) in plant roots research: a review

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          Abstract

          Nondestructive testing of plant roots is a hot topic in recent years. The traditional measurement process is time-consuming and laborious, and it is impossible to analyze the state of plant roots without destroying the sample. Recent studies have shown that as an excellent nondestructive measurement method, although electrical impedance spectroscopy (EIS) has made great achievements in many botanical research fields such as plant morphology and stress resistance, there are still limitations. This review summarizes the application of EIS in plant root measurement. The experiment scheme, instrument and electrode, excitation frequency range, root electrical characteristics, equivalent circuit, and combination of EIS and artificial intelligence (AI) are discussed. Furthermore, the review suggests that future research should focus on miniaturization of measurement equipment, standardization of planting environment and intelligentization of root diagnosis, so as to better apply EIS technology to in situ root nondestructive measurement.

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          Most cited references133

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          Regulation of plant root system architecture: implications for crop advancement.

          Root system architecture (RSA) plays a major role in plant fitness, crop performance, and grain yield yet only recently has this role been appreciated. RSA describes the spatial arrangement of root tissue within the soil and is therefore crucial to nutrient and water uptake. Recent studies have identified many of the genetic and environmental factors influencing root growth that contribute to RSA. Some of the identified genes have the potential to limit crop loss caused by environmental extremes and are currently being used to confer drought tolerance. It is hypothesized that manipulating these and other genes that influence RSA will be pivotal for future crop advancements worldwide.
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            Transport barriers made of cutin, suberin and associated waxes.

            Cutinized leaf epidermal cells and suberized root cell walls form important lipophilic interfaces between the plant and its environment, significantly contributing to the regulation of water uptake and the transport of solutes in and out of the plant. A wealth of new molecular information on the genes and enzymes contributing to cutin, suberin and wax biosynthesis have become available within the past few years, which is examined in the context of the functional properties of these barriers in terms of transport and permeability. Recent progress made in measuring transport properties of cutinized and suberized barriers in plants is reviewed, and promising approaches obtained with Arabidopsis and potato that might link the molecular information with transport properties are suggested. Copyright © 2010 Elsevier Ltd. All rights reserved.
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              Shaping 3D Root System Architecture

              Plants are sessile organisms rooted in one place. The soil resources that plants require are often distributed in a highly heterogeneous pattern. To aid foraging, plants have evolved roots whose growth and development are highly responsive to soil signals. As a result, 3D root architecture is shaped by myriad environmental signals to ensure resource capture is optimised and unfavourable environments are avoided. The first signals sensed by newly germinating seeds - gravity and light - direct root growth into the soil to aid seedling establishment. Heterogeneous soil resources, such as water, nitrogen and phosphate, also act as signals that shape 3D root growth to optimise uptake. Root architecture is also modified through biotic interactions that include soil fungi and neighbouring plants. This developmental plasticity results in a 'custom-made' 3D root system that is best adapted to forage for resources in each soil environment that a plant colonises.
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                Author and article information

                Contributors
                renzh68@163.com
                Journal
                Plant Methods
                Plant Methods
                Plant Methods
                BioMed Central (London )
                1746-4811
                13 November 2021
                13 November 2021
                2021
                : 17
                : 118
                Affiliations
                [1 ]GRID grid.274504.0, ISNI 0000 0001 2291 4530, College of Mechanical and Electrical Engineering, , Hebei Agricultural University, ; Baoding, 071001 People’s Republic of China
                [2 ]Department of Computer Application Engineering, Hebei Software Institute, Baoding, 071000 China
                [3 ]GRID grid.274504.0, ISNI 0000 0001 2291 4530, College of Horticulture, , Hebei Agricultural University, ; Baoding, 071001 China
                Author information
                http://orcid.org/0000-0003-3946-2168
                Article
                817
                10.1186/s13007-021-00817-3
                8590265
                34774075
                ff967d39-10df-4549-9245-5b8c0b8b75f8
                © The Author(s) 2021

                Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

                History
                : 7 May 2021
                : 1 November 2021
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/501100005064, Hebei Province Science and Technology Support Program;
                Award ID: 19227211D
                Award Recipient :
                Funded by: FundRef http://dx.doi.org/10.13039/501100003482, Department of Education of Hebei Province;
                Award ID: QN2018232
                Award Recipient :
                Categories
                Review
                Custom metadata
                © The Author(s) 2021

                Plant science & Botany
                electrical impedance spectroscopy (eis),plant root,root electrical characteristics,equivalent circuit

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