Field high-throughput phenotyping: the new crop breeding frontier.

By Jose Luis Araus, Jill E. Cairns. Trends in Plant Science, 2014

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Lights, camera, action: high-throughput plant phenotyping is ready for a close-up. (2015, neutral): “[8].”
High Throughput Field Phenotyping of Wheat Plant Height and Growth Rate in Field Plot Trials Using UAV Based Remote Sensing (2016, background): “Current phenotyping techniques particularly the capacity to collect quality repeatable phenotypic data in field representative growing conditions is a bottleneck for further advancements in knowledge and development of crop varieties and yield gains [8].”
Field Phenotyping of Soybean Roots for Drought Stress Tolerance (2014, background): “Moreover, despite intensive efforts, systems that are directly applicable in the field remain largely at the prototype stage [2,3].”
Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed! (2019, methodology): “Here UAVs, tractor-based or stationary platforms are often used [27,28,29 ,30,31].”
Marker-Assisted Plant Breeding: Principles and Practices (2015, background): “In order to be able to estimate genotype environment interactions, a set of environmental factors should be recorded during the experimental period (White et al. 2012; Araus and Cairns 2014).”