Articles | Volume 14, issue 4
Biogeosciences, 14, 921–939, 2017
https://doi.org/10.5194/bg-14-921-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Biogeosciences, 14, 921–939, 2017
https://doi.org/10.5194/bg-14-921-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
28 Feb 2017
Research article
| 28 Feb 2017
Multi-frequency electrical impedance tomography as a non-invasive tool to characterize and monitor crop root systems
Maximilian Weigand and Andreas Kemna
Viewed
Total article views: 3,408 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 23 Aug 2016)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 1,621 | 1,437 | 350 | 3,408 | 562 | 69 | 78 |
- HTML: 1,621
- PDF: 1,437
- XML: 350
- Total: 3,408
- Supplement: 562
- BibTeX: 69
- EndNote: 78
Total article views: 2,683 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 28 Feb 2017)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 1,151 | 1,187 | 345 | 2,683 | 435 | 66 | 76 |
- HTML: 1,151
- PDF: 1,187
- XML: 345
- Total: 2,683
- Supplement: 435
- BibTeX: 66
- EndNote: 76
Total article views: 725 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 23 Aug 2016)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 470 | 250 | 5 | 725 | 127 | 3 | 2 |
- HTML: 470
- PDF: 250
- XML: 5
- Total: 725
- Supplement: 127
- BibTeX: 3
- EndNote: 2
Viewed (geographical distribution)
Total article views: 3,080 (including HTML, PDF, and XML)
Thereof 3,071 with geography defined
and 9 with unknown origin.
Total article views: 2,400 (including HTML, PDF, and XML)
Thereof 2,392 with geography defined
and 8 with unknown origin.
Total article views: 680 (including HTML, PDF, and XML)
Thereof 679 with geography defined
and 1 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
35 citations as recorded by crossref.
- Elevated Atmospheric CO2 Concentration Influences the Rooting Habits of Winter-Wheat (Triticum aestivum L.) Varieties B. Varga et al. 10.3390/su14063304
- Regulation of Arabidopsis thaliana Physiological Responses Through Exogenous Electrical Field Exposures with Common Lab Equipment T. Haire et al. 10.1007/s00344-017-9725-3
- Induced polarization applied to biogeophysics: recent advances and future prospects P. Kessouri et al. 10.1002/nsg.12072
- Imaging of plant current pathways for non-invasive root Phenotyping using a newly developed electrical current source density approach L. Peruzzo et al. 10.1007/s11104-020-04529-w
- High-resolution induced polarization imaging of biogeochemical carbon turnover hotspots in a peatland T. Katona et al. 10.5194/bg-18-4039-2021
- Theoretical Development of Plant Root Diameter Estimation Based on GprMax Data and Neural Network Modelling H. Liang et al. 10.3390/f12050615
- Assessing the extent of citrus trees root apparatus under deficit irrigation via multi-method geo-electrical imaging B. Mary et al. 10.1038/s41598-019-46107-w
- Electrical characterization of the root system: a noninvasive approach to study plant stress responses I. Cseresnyés et al. 10.1007/s11738-019-2959-x
- Sensing the electrical properties of roots: A review S. Ehosioke et al. 10.1002/vzj2.20082
- Moisture–Conductivity Calibration for Electrical Imaging of Horticultural Substrate P. Zhao et al. 10.3390/agriculture11090899
- Field evaluation of broadband spectral electrical imaging for soil and aquifer characterization M. Kelter et al. 10.1016/j.jappgeo.2018.09.029
- Determination of water content and characteristic analysis in substrate root zone by electrical impedance spectroscopy Y. Wang et al. 10.1016/j.compag.2018.11.037
- Potential of geoelectrical methods to monitor root zone processes and structure: A review M. Cimpoiaşu et al. 10.1016/j.geoderma.2020.114232
- Noninvasive Analysis of Tree Stems by Electrical Resistivity Tomography: Unraveling the Effects of Temperature, Water Status, and Electrode Installation A. Ganthaler et al. 10.3389/fpls.2019.01455
- Small-scale characterization of vine plant root water uptake via 3-D electrical resistivity tomography and mise-à-la-masse method B. Mary et al. 10.5194/hess-22-5427-2018
- Root traits of peanut cultivars with different drought resistant under drought stress at flowering and pegging phase K. Zhang et al. 10.1080/09064710.2021.1897663
- Structural Stability of Urban Trees Using Visual and Instrumental Techniques: A Review C. Linhares et al. 10.3390/f12121752
- Optimisation of root traits to provide enhanced ecosystem services in agricultural systems: A focus on cover crops M. Griffiths et al. 10.1111/pce.14247
- Relationship between wheat root properties and its electrical signature using the spectral induced polarization method K. Tsukanov & N. Schwartz 10.1002/vzj2.20014
- Electrical impedance tomography as a tool for phenotyping plant roots D. Corona-Lopez et al. 10.1186/s13007-019-0438-4
- Time-lapse monitoring of root water uptake using electrical resistivity tomography and mise-à-la-masse: a vineyard infiltration experiment B. Mary et al. 10.5194/soil-6-95-2020
- Large‐scale detection and quantification of harmful soil compaction in a post‐mining landscape using multi‐configuration electromagnetic induction J. Schmäck et al. 10.1111/sum.12763
- Measurement of Apparent Electrical Impedance of Soil with Water Flow Inside R. Talapessy et al. 10.3390/w12092328
- Evaluation of spectral induced polarization field measurements in time and frequency domain T. Martin et al. 10.1016/j.jappgeo.2020.104141
- Ground penetrating radar (GPR) detects fine roots of agricultural crops in the field X. Liu et al. 10.1007/s11104-017-3531-3
- Electrical impedance phase angle as an indicator of plant root stress I. Cseresnyés et al. 10.1016/j.biosystemseng.2018.03.004
- Electrical capacitance estimates crop root traits best under dry conditions—a case study in cotton (Gossypium hirsutum L.) H. Gu et al. 10.1007/s11104-021-05094-6
- Modeling Plant Roots Spectral Induced Polarization Signature K. Tsukanov & N. Schwartz 10.1029/2020GL090184
- Field methods to study the spatial root density distribution of individual plants C. Cabal et al. 10.1007/s11104-021-04841-z
- Electrical imaging of plant root zone: A review P. Zhao et al. 10.1016/j.compag.2019.105058
- Toward high‐resolution agronomic soil information and management zones delineated by ground‐based electromagnetic induction and aerial drone data C. Hebel et al. 10.1002/vzj2.20099
- Freezing resistance evaluation of rose stems during frost dehardening using electrical impedance tomography J. Qian et al. 10.1186/s12870-021-02976-w
- Imaging and functional characterization of crop root systems using spectroscopic electrical impedance measurements M. Weigand & A. Kemna 10.1007/s11104-018-3867-3
- Using electrical impedance tomography for rapid determination of starch and soluble sugar contents in Rosa hybrida J. Qian et al. 10.1038/s41598-021-82456-1
- Reconstruction quality of SIP parameters in multi‐frequency complex resistivity imaging M. Weigand et al. 10.3997/1873-0604.2016050
34 citations as recorded by crossref.
- Elevated Atmospheric CO2 Concentration Influences the Rooting Habits of Winter-Wheat (Triticum aestivum L.) Varieties B. Varga et al. 10.3390/su14063304
- Regulation of Arabidopsis thaliana Physiological Responses Through Exogenous Electrical Field Exposures with Common Lab Equipment T. Haire et al. 10.1007/s00344-017-9725-3
- Induced polarization applied to biogeophysics: recent advances and future prospects P. Kessouri et al. 10.1002/nsg.12072
- Imaging of plant current pathways for non-invasive root Phenotyping using a newly developed electrical current source density approach L. Peruzzo et al. 10.1007/s11104-020-04529-w
- High-resolution induced polarization imaging of biogeochemical carbon turnover hotspots in a peatland T. Katona et al. 10.5194/bg-18-4039-2021
- Theoretical Development of Plant Root Diameter Estimation Based on GprMax Data and Neural Network Modelling H. Liang et al. 10.3390/f12050615
- Assessing the extent of citrus trees root apparatus under deficit irrigation via multi-method geo-electrical imaging B. Mary et al. 10.1038/s41598-019-46107-w
- Electrical characterization of the root system: a noninvasive approach to study plant stress responses I. Cseresnyés et al. 10.1007/s11738-019-2959-x
- Sensing the electrical properties of roots: A review S. Ehosioke et al. 10.1002/vzj2.20082
- Moisture–Conductivity Calibration for Electrical Imaging of Horticultural Substrate P. Zhao et al. 10.3390/agriculture11090899
- Field evaluation of broadband spectral electrical imaging for soil and aquifer characterization M. Kelter et al. 10.1016/j.jappgeo.2018.09.029
- Determination of water content and characteristic analysis in substrate root zone by electrical impedance spectroscopy Y. Wang et al. 10.1016/j.compag.2018.11.037
- Potential of geoelectrical methods to monitor root zone processes and structure: A review M. Cimpoiaşu et al. 10.1016/j.geoderma.2020.114232
- Noninvasive Analysis of Tree Stems by Electrical Resistivity Tomography: Unraveling the Effects of Temperature, Water Status, and Electrode Installation A. Ganthaler et al. 10.3389/fpls.2019.01455
- Small-scale characterization of vine plant root water uptake via 3-D electrical resistivity tomography and mise-à-la-masse method B. Mary et al. 10.5194/hess-22-5427-2018
- Root traits of peanut cultivars with different drought resistant under drought stress at flowering and pegging phase K. Zhang et al. 10.1080/09064710.2021.1897663
- Structural Stability of Urban Trees Using Visual and Instrumental Techniques: A Review C. Linhares et al. 10.3390/f12121752
- Optimisation of root traits to provide enhanced ecosystem services in agricultural systems: A focus on cover crops M. Griffiths et al. 10.1111/pce.14247
- Relationship between wheat root properties and its electrical signature using the spectral induced polarization method K. Tsukanov & N. Schwartz 10.1002/vzj2.20014
- Electrical impedance tomography as a tool for phenotyping plant roots D. Corona-Lopez et al. 10.1186/s13007-019-0438-4
- Time-lapse monitoring of root water uptake using electrical resistivity tomography and mise-à-la-masse: a vineyard infiltration experiment B. Mary et al. 10.5194/soil-6-95-2020
- Large‐scale detection and quantification of harmful soil compaction in a post‐mining landscape using multi‐configuration electromagnetic induction J. Schmäck et al. 10.1111/sum.12763
- Measurement of Apparent Electrical Impedance of Soil with Water Flow Inside R. Talapessy et al. 10.3390/w12092328
- Evaluation of spectral induced polarization field measurements in time and frequency domain T. Martin et al. 10.1016/j.jappgeo.2020.104141
- Ground penetrating radar (GPR) detects fine roots of agricultural crops in the field X. Liu et al. 10.1007/s11104-017-3531-3
- Electrical impedance phase angle as an indicator of plant root stress I. Cseresnyés et al. 10.1016/j.biosystemseng.2018.03.004
- Electrical capacitance estimates crop root traits best under dry conditions—a case study in cotton (Gossypium hirsutum L.) H. Gu et al. 10.1007/s11104-021-05094-6
- Modeling Plant Roots Spectral Induced Polarization Signature K. Tsukanov & N. Schwartz 10.1029/2020GL090184
- Field methods to study the spatial root density distribution of individual plants C. Cabal et al. 10.1007/s11104-021-04841-z
- Electrical imaging of plant root zone: A review P. Zhao et al. 10.1016/j.compag.2019.105058
- Toward high‐resolution agronomic soil information and management zones delineated by ground‐based electromagnetic induction and aerial drone data C. Hebel et al. 10.1002/vzj2.20099
- Freezing resistance evaluation of rose stems during frost dehardening using electrical impedance tomography J. Qian et al. 10.1186/s12870-021-02976-w
- Imaging and functional characterization of crop root systems using spectroscopic electrical impedance measurements M. Weigand & A. Kemna 10.1007/s11104-018-3867-3
- Using electrical impedance tomography for rapid determination of starch and soluble sugar contents in Rosa hybrida J. Qian et al. 10.1038/s41598-021-82456-1
1 citations as recorded by crossref.
Latest update: 08 Aug 2022
Short summary
Root systems are essential in nutrient uptake and translocation, but are difficult to characterize non-invasively with existing methods. We propose electrical impedance tomography (EIT) as a new tool for the imaging and monitoring of crop root systems. In a laboratory experiment we demonstrate the capability of the method to capture physiological responses of root systems with high spatial and temporal resolution. We conclude that EIT is a promising functional imaging technique for crop roots.
Root systems are essential in nutrient uptake and translocation, but are difficult to...
Altmetrics
Final-revised paper
Preprint