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期刊论文 3

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2023 1

2018 1

2015 1

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作物表型组学；表型大数据；表型技术及装备；多组学 1

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Imaging technologies for plant high-throughput phenotyping: a review

Yong ZHANG, Naiqian ZHANG

《农业科学与工程前沿（英文）》 2018年 第5卷 第4期   页码 406-419 doi: 10.15302/J-FASE-2018242

摘要：

Phenomics studies a variety of phenotypic plant traits and is the key to understanding genetic functions and environmental effects on plants. With the rapid development of genomics, many plant phenotyping platforms have been developed to study complex traits related to the growth, yield, and adaptation to biotic or abiotic stress, but the ability to acquire high-throughput phenotypic data has become the bottleneck in the study of plant genomics. In recent years, researchers around the world have conducted extensive experiments and research on high-throughput, image-based phenotyping techniques, including visible light imaging, fluorescence imaging, thermal imaging, spectral imaging, stereo imaging, and tomographic imaging. This paper considers imaging technologies developed in recent years for high-throughput phenotyping, reviews applications of these technologies in detecting and measuring plant morphological, physiological, and pathological traits, and compares their advantages and limitations.

关键词： high-throughput phenotyping     imaging technology     morphological traits     pathological traits     physiological traits    

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Advances in crop phenotyping and multi-environment trials

Zhe LIU,Fan ZHANG,Qin MA,Dong AN,Lin LI,Xiaodong ZHANG,Dehai ZHU,Shaoming LI

《农业科学与工程前沿（英文）》 2015年 第2卷 第1期   页码 28-37 doi: 10.15302/J-FASE-2015051

摘要： Efficient evaluation of crop phenotypes is a prerequisite for breeding, cultivar adoption, genomics and phenomics study. Plant genotyping is developing rapidly through the use of high-throughput sequencing techniques, while plant phenotyping has lagged far behind and it has become the rate-limiting factor in genetics, large-scale breeding and development of new cultivars. In this paper, we consider crop phenotyping technology under three categories. The first is high-throughput phenotyping techniques in controlled environments such as greenhouses or specifically designed platforms. The second is a phenotypic strengthening test in semi-controlled environments, especially for traits that are difficult to be tested in multi-environment trials (MET), such as lodging, drought and disease resistance. The third is MET in uncontrolled environments, in which crop plants are managed according to farmer’s cultural practices. Research and application of these phenotyping techniques are reviewed and methods for MET improvement proposed.

关键词： crop breeding     genotyping     phenotyping     genotype-environment interaction     cultivar regional test    

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作物表型组大数据技术及装备发展研究

温维亮,郭新宇 ,张颖,顾生浩,赵春江

《中国工程科学》 2023年 第25卷 第4期   页码 227-238 doi: 10.15302/J-SSCAE-2023.04.015

摘要： Phenotyping: New windows into the plant for breeders [J]‍.Phenotyping: New windows into the plant for breeders [J]‍.Plant phenotyping market [EBOL]‍. 2021-08-01 [ 2023-04-15 ]‍.Translating high-throughput phenotyping into genetic gain [J]‍.Advances in optical phenotyping of cereal crops [J]‍.

关键词： 作物表型组学；表型大数据；表型技术及装备；多组学    

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标题 作者 时间 类型 操作

Imaging technologies for plant high-throughput phenotyping: a review

Yong ZHANG, Naiqian ZHANG

期刊论文

Advances in crop phenotyping and multi-environment trials

Zhe LIU,Fan ZHANG,Qin MA,Dong AN,Lin LI,Xiaodong ZHANG,Dehai ZHU,Shaoming LI

期刊论文

作物表型组大数据技术及装备发展研究

温维亮,郭新宇 ,张颖,顾生浩,赵春江

期刊论文