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Wearable Sensor: An Emerging Data Collection Tool for Plant Phenotyping

The advancement of plant phenomics by using optical imaging-based phenotyping techniques has markedly improved breeding and crop management. However, there remains a challenge in increasing the spatial resolution and accuracy due to their noncontact measurement mode. Wearable sensors, an emerging da...

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Autores principales: Zhang, Cheng, Kong, Jingjing, Wu, Daosheng, Guan, Zhiyong, Ding, Baoqing, Chen, Fadi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AAAS 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10318905/
https://www.ncbi.nlm.nih.gov/pubmed/37408737
http://dx.doi.org/10.34133/plantphenomics.0051
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author Zhang, Cheng
Kong, Jingjing
Wu, Daosheng
Guan, Zhiyong
Ding, Baoqing
Chen, Fadi
author_facet Zhang, Cheng
Kong, Jingjing
Wu, Daosheng
Guan, Zhiyong
Ding, Baoqing
Chen, Fadi
author_sort Zhang, Cheng
collection PubMed
description The advancement of plant phenomics by using optical imaging-based phenotyping techniques has markedly improved breeding and crop management. However, there remains a challenge in increasing the spatial resolution and accuracy due to their noncontact measurement mode. Wearable sensors, an emerging data collection tool, present a promising solution to address these challenges. By using a contact measurement mode, wearable sensors enable in-situ monitoring of plant phenotypes and their surrounding environments. Although a few pioneering works have been reported in monitoring plant growth and microclimate, the utilization of wearable sensors in plant phenotyping has yet reach its full potential. This review aims to systematically examine the progress of wearable sensors in monitoring plant phenotypes and the environment from an interdisciplinary perspective, including materials science, signal communication, manufacturing technology, and plant physiology. Additionally, this review discusses the challenges and future directions of wearable sensors in the field of plant phenotyping.
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spelling pubmed-103189052023-07-05 Wearable Sensor: An Emerging Data Collection Tool for Plant Phenotyping Zhang, Cheng Kong, Jingjing Wu, Daosheng Guan, Zhiyong Ding, Baoqing Chen, Fadi Plant Phenomics Review Article The advancement of plant phenomics by using optical imaging-based phenotyping techniques has markedly improved breeding and crop management. However, there remains a challenge in increasing the spatial resolution and accuracy due to their noncontact measurement mode. Wearable sensors, an emerging data collection tool, present a promising solution to address these challenges. By using a contact measurement mode, wearable sensors enable in-situ monitoring of plant phenotypes and their surrounding environments. Although a few pioneering works have been reported in monitoring plant growth and microclimate, the utilization of wearable sensors in plant phenotyping has yet reach its full potential. This review aims to systematically examine the progress of wearable sensors in monitoring plant phenotypes and the environment from an interdisciplinary perspective, including materials science, signal communication, manufacturing technology, and plant physiology. Additionally, this review discusses the challenges and future directions of wearable sensors in the field of plant phenotyping. AAAS 2023-07-04 /pmc/articles/PMC10318905/ /pubmed/37408737 http://dx.doi.org/10.34133/plantphenomics.0051 Text en Copyright © 2023 Cheng Zhang et al. https://creativecommons.org/licenses/by/4.0/Exclusive licensee Nanjing Agricultural University. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution License 4.0 (CC BY 4.0) (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Review Article
Zhang, Cheng
Kong, Jingjing
Wu, Daosheng
Guan, Zhiyong
Ding, Baoqing
Chen, Fadi
Wearable Sensor: An Emerging Data Collection Tool for Plant Phenotyping
title Wearable Sensor: An Emerging Data Collection Tool for Plant Phenotyping
title_full Wearable Sensor: An Emerging Data Collection Tool for Plant Phenotyping
title_fullStr Wearable Sensor: An Emerging Data Collection Tool for Plant Phenotyping
title_full_unstemmed Wearable Sensor: An Emerging Data Collection Tool for Plant Phenotyping
title_short Wearable Sensor: An Emerging Data Collection Tool for Plant Phenotyping
title_sort wearable sensor: an emerging data collection tool for plant phenotyping
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10318905/
https://www.ncbi.nlm.nih.gov/pubmed/37408737
http://dx.doi.org/10.34133/plantphenomics.0051
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