breeding; high-throughput; phenotype; LiDAR; unmanned aerial vehicle
Phenotyping is an important linkage for studying the interaction mechanism of "genotype-phenotype-environment". The development of crop phenotyping with independent intellectual property rights is of great significance for accelerating the breeding process and assisting the monitoring in precision agriculture. Taking rice, maize, and other major food crops as the research objects, Crop 3D phenotyping system has realized multi-scale and multi-temporal crop growth dynamic monitoring, which provide an important tool support for breeding. This article first reviewed the research progress of phenotyping platforms, then introduced the main research progress of Crop 3D platform, and finally summarized the future phenotyping research direction.
Bulletin of Chinese Academy of Sciences
薛勇彪, 种康, 韩斌, 等.开启中国设计育种新篇章——"分子模块设计育种创新体系"战略性先导科技专项进展.中国科学院院刊, 2015, 30(3):393-402.
Furbank R T, Tester M. Phenomics-technologies to relieve the phenotyping bottleneck. Trends in Plant Science, 2011, 16:635-644.
Kumar J, Pratap A, Kumar S. Phenomics in crop plants: trends, options and limitations. India: Springer, 2015.
Li L, Zhang Q, Huang D F. A review of imaging techniques for plant phenotyping. Sensors, 2014, 14:20078-20111.
Yang W N, Guo Z L, Huang C L, et al. Combining high-throughput phenotyping and genome-wide association studies to reveal natural genetic variation in rice. Nature Communications, 2014, 5:5087.
郭庆华, 吴芳芳, 庞树鑫, 等. Crop 3D——基于激光雷达技术的作物高通量三维表型测量平台.中国科学:生命科学, 2016, 46(10):1210-1221.
Tardieu F, Cabrera-Bosquet L, Pridmore T, et al. Plant phenomics, from sensors to knowledge. Current Biology, 2017, 27(15):R770-R783.
Qinghua, GUO; Weicai, YANG; Fangfang, WU; Shuxin, PANG; Shichao, JIN; Fan, CHEN; and Xiujie, WANG
"High-throughput Crop Phenotyping: Accelerators for Development of Breeding and Precision Agriculture,"
Bulletin of Chinese Academy of Sciences (Chinese Version): Vol. 33
, Article 7.
Available at: https://bulletinofcas.researchcommons.org/journal/vol33/iss9/7