TY - JOUR
T1 - A review of imaging techniques for plant phenotyping
AU - Li, Lei
AU - Zhang, Qin
AU - Huang, Danfeng
N1 - Publisher Copyright:
© 2014 by the authors; licensee MDPI, Basel, Switzerland.
PY - 2014/10/24
Y1 - 2014/10/24
N2 - 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.
AB - 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.
KW - Fluorescence imaging
KW - Imaging spectroscopy
KW - Phenotyping phenotype
KW - Thermal infrared imaging
KW - Three dimensional imaging
KW - Visible light imaging
UR - https://www.scopus.com/pages/publications/84908530182
U2 - 10.3390/s141120078
DO - 10.3390/s141120078
M3 - 文献综述
C2 - 25347588
AN - SCOPUS:84908530182
SN - 1424-8220
VL - 14
SP - 20078
EP - 20111
JO - Sensors
JF - Sensors
IS - 11
ER -