Inability to efficiently implement high-throughput field phenotyping is increasingly perceived
as a key component that limits genetic gain in breeding programs. Field phenotyping must …

Abstract At the 4th International Plant Phenotyping Symposium meeting of the International
Plant Phenotyping Network (IPPN) in 2016 at CIMMYT in Mexico, a workshop was convened …

Plant phenomics (PP) has been recognized as a bottleneck in studying the interactions of
genomics and environment on plants, limiting the progress of smart breeding and precise …

With the commercialization and increasing availability of Unmanned Aerial Vehicles (UAVs)
multiple rotor copters have expanded rapidly in plant phenotyping studies with their ability to …

Highlights•Affordable approaches are available for all aspects of the phenotyping
pipeline.•Affordable and precise high-throughput phenotyping is not incompatible.•RGB …

Maize crop production is constrained worldwide by nitrogen (N) availability and particularly
in poor tropical and subtropical soils. The development of affordable high-throughput crop …

Low soil fertility is one of the factors most limiting agricultural production, with phosphorus
deficiency being among the main factors, particularly in developing countries. To deal with …

The persistence and productivity of forage grasses, important sources for feed production,
are threatened by climate change-induced drought. Breeding programs are in search of new …

The pattern of photosynthetic area of the canopy throughout the crop cycle is an important
factor for determining grain yield in wheat. This work proposes the use of zenithal RGB …

With advances in plant genomics, plant phenotyping has become a new bottleneck in plant
breeding and the need for reliable high-throughput plant phenotyping techniques has …