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A digital sensor to measure real-time leaf movements and detect abiotic stress in plants

Plant and plant organ movements are the result of a complex integration of endogenous growth and developmental responses, partially controlled by the circadian clock, and external environmental cues. Monitoring of plant motion is typically done by image-based phenotyping techniques with the aid of c...

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Autores principales: Geldhof, Batist, Pattyn, Jolien, Eyland, David, Carpentier, Sebastien, Van de Poel, Bram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566216/
https://www.ncbi.nlm.nih.gov/pubmed/34618089
http://dx.doi.org/10.1093/plphys/kiab407
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author Geldhof, Batist
Pattyn, Jolien
Eyland, David
Carpentier, Sebastien
Van de Poel, Bram
author_facet Geldhof, Batist
Pattyn, Jolien
Eyland, David
Carpentier, Sebastien
Van de Poel, Bram
author_sort Geldhof, Batist
collection PubMed
description Plant and plant organ movements are the result of a complex integration of endogenous growth and developmental responses, partially controlled by the circadian clock, and external environmental cues. Monitoring of plant motion is typically done by image-based phenotyping techniques with the aid of computer vision algorithms. Here we present a method to measure leaf movements using a digital inertial measurement unit (IMU) sensor. The lightweight sensor is easily attachable to a leaf or plant organ and records angular traits in real-time for two dimensions (pitch and roll) with high resolution (measured sensor oscillations of 0.36 ± 0.53° for pitch and 0.50 ± 0.65° for roll). We were able to record simple movements such as petiole bending, as well as complex lamina motions, in several crops, ranging from tomato to banana. We also assessed growth responses in terms of lettuce rosette expansion and maize seedling stem movements. The IMU sensors are capable of detecting small changes of nutations (i.e. bending movements) in leaves of different ages and in different plant species. In addition, the sensor system can also monitor stress-induced leaf movements. We observed that unfavorable environmental conditions evoke certain leaf movements, such as drastic epinastic responses, as well as subtle fading of the amplitude of nutations. In summary, the presented digital sensor system enables continuous detection of a variety of leaf motions with high precision, and is a low-cost tool in the field of plant phenotyping, with potential applications in early stress detection.
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spelling pubmed-85662162021-11-04 A digital sensor to measure real-time leaf movements and detect abiotic stress in plants Geldhof, Batist Pattyn, Jolien Eyland, David Carpentier, Sebastien Van de Poel, Bram Plant Physiol Focus Issue on Architecture and Plasticity Plant and plant organ movements are the result of a complex integration of endogenous growth and developmental responses, partially controlled by the circadian clock, and external environmental cues. Monitoring of plant motion is typically done by image-based phenotyping techniques with the aid of computer vision algorithms. Here we present a method to measure leaf movements using a digital inertial measurement unit (IMU) sensor. The lightweight sensor is easily attachable to a leaf or plant organ and records angular traits in real-time for two dimensions (pitch and roll) with high resolution (measured sensor oscillations of 0.36 ± 0.53° for pitch and 0.50 ± 0.65° for roll). We were able to record simple movements such as petiole bending, as well as complex lamina motions, in several crops, ranging from tomato to banana. We also assessed growth responses in terms of lettuce rosette expansion and maize seedling stem movements. The IMU sensors are capable of detecting small changes of nutations (i.e. bending movements) in leaves of different ages and in different plant species. In addition, the sensor system can also monitor stress-induced leaf movements. We observed that unfavorable environmental conditions evoke certain leaf movements, such as drastic epinastic responses, as well as subtle fading of the amplitude of nutations. In summary, the presented digital sensor system enables continuous detection of a variety of leaf motions with high precision, and is a low-cost tool in the field of plant phenotyping, with potential applications in early stress detection. Oxford University Press 2021-08-30 /pmc/articles/PMC8566216/ /pubmed/34618089 http://dx.doi.org/10.1093/plphys/kiab407 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of American Society of Plant Biologists. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Focus Issue on Architecture and Plasticity
Geldhof, Batist
Pattyn, Jolien
Eyland, David
Carpentier, Sebastien
Van de Poel, Bram
A digital sensor to measure real-time leaf movements and detect abiotic stress in plants
title A digital sensor to measure real-time leaf movements and detect abiotic stress in plants
title_full A digital sensor to measure real-time leaf movements and detect abiotic stress in plants
title_fullStr A digital sensor to measure real-time leaf movements and detect abiotic stress in plants
title_full_unstemmed A digital sensor to measure real-time leaf movements and detect abiotic stress in plants
title_short A digital sensor to measure real-time leaf movements and detect abiotic stress in plants
title_sort digital sensor to measure real-time leaf movements and detect abiotic stress in plants
topic Focus Issue on Architecture and Plasticity
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566216/
https://www.ncbi.nlm.nih.gov/pubmed/34618089
http://dx.doi.org/10.1093/plphys/kiab407
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