Resources for image-based high-throughput phenotyping in crops and data sharing challenges.

ABSTRACT: High-throughput phenotyping (HTP) platforms are capable of monitoring the phenotypic variation of plants through multiple types of sensors, such as red green and blue (RGB) cameras, hyperspectral sensors, and computed tomography, which can be associated with environmental and genotypic data. Because of the wide range of information provided, HTP datasets represent a valuable asset to characterize crop phenotypes. As HTP becomes widely employed with more tools and data being released, it is important that researchers are aware of these resources and how they can be applied to accelerate crop improvement. Researchers may exploit these datasets either for phenotype comparison or employ them as a benchmark to assess tool performance and to support the development of tools that are better at ge

SUBMITTER: Danilevicz MF 

PROVIDER: S-EPMC8561249 | biostudies-literature | 2021 Oct

REPOSITORIES: biostudies-literature