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

High‐throughput crop phenotyping, particularly under field conditions, is nowadays
perceived as a key factor limiting crop genetic advance. Phenotyping not only facilitates …

In the past decade, large investments have been made for plant phenotyping in terms of
funding, research hours, and high-tech installations in Europe, Australia, North America and …

Automated phenotyping technologies are capable of providing continuous and precise
measurements of traits that are key to today's crop research, breeding and agronomic …

The word phenotyping can nowadays invoke visions of a drone or phenocart moving swiftly
across research plots collecting high-resolution data sets on a wide array of traits. This has …

A plant develops the dynamic phenotypes from the interaction of the plant with the
environment. Understanding these processes that span plant's lifetime in a permanently …

Plant breeding is based on phenotyping, not only because of tradition but also because of
essence. A plant phenotype is the result of the interactions between the genome of a …

Highlights•Phenotyping technology can increase the throughput of plant screening in the
field.•Early season detection of plant diseases is key to reducing crop yield losses.•Disease …

The achievements made in genomic technology in recent decades are yet to be matched by
fast and accurate crop phenotyping methods. Such crop phenotyping methods are required …

Key message Safeguarding crop yields in a changing climate requires bioinformatics
advances in harnessing data from vast phenomics and genomics datasets to translate …