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

Drought stress restricts plant growth and development by altering metabolic activity and
biological functions. However, plants have evolved several cellular and molecular …

Anthropogenic increases in fossil fuel emissions have been a primary driver of increased
concentrations of atmospheric carbon dioxide ([CO 2]) and other greenhouse gases …

The ratio of plant carbon gain to water use, known as water use efficiency (WUE), has long
been recognized as a key constraint on crop production and an important target for crop …

Salinity is a key factor limiting agricultural production worldwide. Recent advances in field
phenoty** have enabled the recording of the environmental history and dynamic …

Genomic prediction tools support crop breeding based on statistical methods, such as the
genomic best linear unbiased prediction (GBLUP). However, these tools are not designed to …

High-throughput phenoty** platforms (HTPPs) provide novel opportunities to more
effectively dissect the genetic basis of drought-adaptive traits. This genome-wide association …

Farmers and breeders aim to improve crop responses to abiotic stresses and secure yield
under adverse environmental conditions. To achieve this goal and select the most resilient …

We explored the capability of fusing high dimensional phenotypic trait (phenomic) data with
a machine learning (ML) approach to provide plant breeders the tools to do both in-season …

Recent advances in omics technologies have not been accompanied by equally efficient,
cost-effective, and accurate phenoty** methods required to dissect the genetic …