Cell to whole-plant phenotyping: the best is yet to come

被引:233
作者
Dhondt, Stijn [1 ,2 ]
Wuyts, Nathalie [1 ,2 ]
Inze, Dirk [1 ,2 ]
机构
[1] Univ Ghent VIB, Dept Plant Syst Biol, B-9052 Ghent, Belgium
[2] Univ Ghent, Dept Plant Biotechnol & Bioinformat, B-9052 Ghent, Belgium
关键词
plant phenomics; non-invasive sensor; image processing; plant growth; physiology; IMAGE-ANALYSIS TOOL; ARABIDOPSIS-THALIANA; LEAF GROWTH; QUANTITATIVE-ANALYSIS; ROOT ARCHITECTURE; GENE-EXPRESSION; AUTOMATIC QUANTIFICATION; CHLOROPHYLL FLUORESCENCE; CANOPY TEMPERATURE; VENATION PATTERNS;
D O I
10.1016/j.tplants.2013.04.008
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Imaging and image processing have revolutionized plant phenotyping and are now a major tool for phenotypic trait measurement. Here we review plant phenotyping systems by examining three important characteristics: throughput, dimensionality, and resolution. First, whole-plant phenotyping systems are highlighted together with advances in automation that enable significant throughput increases. Organ and cellular level phenotyping and its tools, often operating at a lower throughput, are then discussed as a means to obtain high-dimensional phenotypic data at elevated spatial and temporal resolution. The significance of recent developments in sensor technologies that give access to plant morphology and physiology-related traits is shown. Overall, attention is focused on spatial and temporal resolution because these are crucial aspects of imaging procedures in plant phenotyping systems.
引用
收藏
页码:433 / 444
页数:12
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