Cargando…

A Review of Imaging Techniques for Plant Phenotyping

Given the rapid development of plant genomic technologies, a lack of access to plant phenotyping capabilities limits our ability to dissect the genetics of quantitative traits. Effective, high-throughput phenotyping platforms have recently been developed to solve this problem. In high-throughput phe...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Lei, Zhang, Qin, Huang, Danfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4279472/
https://www.ncbi.nlm.nih.gov/pubmed/25347588
http://dx.doi.org/10.3390/s141120078
_version_ 1782350695048937472
author Li, Lei
Zhang, Qin
Huang, Danfeng
author_facet Li, Lei
Zhang, Qin
Huang, Danfeng
author_sort Li, Lei
collection PubMed
description Given the rapid development of plant genomic technologies, a lack of access to plant phenotyping capabilities limits our ability to dissect the genetics of quantitative traits. Effective, high-throughput phenotyping platforms have recently been developed to solve this problem. In high-throughput phenotyping platforms, a variety of imaging methodologies are being used to collect data for quantitative studies of complex traits related to the growth, yield and adaptation to biotic or abiotic stress (disease, insects, drought and salinity). These imaging techniques include visible imaging (machine vision), imaging spectroscopy (multispectral and hyperspectral remote sensing), thermal infrared imaging, fluorescence imaging, 3D imaging and tomographic imaging (MRT, PET and CT). This paper presents a brief review on these imaging techniques and their applications in plant phenotyping. The features used to apply these imaging techniques to plant phenotyping are described and discussed in this review.
format Online
Article
Text
id pubmed-4279472
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-42794722015-01-15 A Review of Imaging Techniques for Plant Phenotyping Li, Lei Zhang, Qin Huang, Danfeng Sensors (Basel) Review Given the rapid development of plant genomic technologies, a lack of access to plant phenotyping capabilities limits our ability to dissect the genetics of quantitative traits. Effective, high-throughput phenotyping platforms have recently been developed to solve this problem. In high-throughput phenotyping platforms, a variety of imaging methodologies are being used to collect data for quantitative studies of complex traits related to the growth, yield and adaptation to biotic or abiotic stress (disease, insects, drought and salinity). These imaging techniques include visible imaging (machine vision), imaging spectroscopy (multispectral and hyperspectral remote sensing), thermal infrared imaging, fluorescence imaging, 3D imaging and tomographic imaging (MRT, PET and CT). This paper presents a brief review on these imaging techniques and their applications in plant phenotyping. The features used to apply these imaging techniques to plant phenotyping are described and discussed in this review. MDPI 2014-10-24 /pmc/articles/PMC4279472/ /pubmed/25347588 http://dx.doi.org/10.3390/s141120078 Text en © 2014 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Review
Li, Lei
Zhang, Qin
Huang, Danfeng
A Review of Imaging Techniques for Plant Phenotyping
title A Review of Imaging Techniques for Plant Phenotyping
title_full A Review of Imaging Techniques for Plant Phenotyping
title_fullStr A Review of Imaging Techniques for Plant Phenotyping
title_full_unstemmed A Review of Imaging Techniques for Plant Phenotyping
title_short A Review of Imaging Techniques for Plant Phenotyping
title_sort review of imaging techniques for plant phenotyping
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4279472/
https://www.ncbi.nlm.nih.gov/pubmed/25347588
http://dx.doi.org/10.3390/s141120078
work_keys_str_mv AT lilei areviewofimagingtechniquesforplantphenotyping
AT zhangqin areviewofimagingtechniquesforplantphenotyping
AT huangdanfeng areviewofimagingtechniquesforplantphenotyping
AT lilei reviewofimagingtechniquesforplantphenotyping
AT zhangqin reviewofimagingtechniquesforplantphenotyping
AT huangdanfeng reviewofimagingtechniquesforplantphenotyping