The potential to add significant value to the rapid advances in plant breeding technologies
associated with statistical whole-genome prediction methods is a new frontier for crop …

Continued increases in genetic gain demonstrate the success of established public and
private plant breeding programs. Nevertheless, in the last two decades, a growing body of …

New types of phenotyping tools generate large amounts of data on many aspects of plant
physiology and morphology with high spatial and temporal resolution. These new …

Wheat is a globally important crop and one of the “big three” US field crops. But unlike the
other two (maize and soybean), in the United States its development is commercially …

Abstract Key Message Multi-trait genomic prediction models are useful to allocate available
resources in breeding programs by targeted phenotyping of correlated traits when predicting …

Envirotyping is an essential technique used to unfold the nongenetic drivers associated with
the phenotypic adaptation of living organisms. Here, we introduce the EnvRtype R package …

Genomic selection and high-throughput phenotyping (HTP) are promising tools to
accelerate breeding gains for high-yielding and climate-resilient wheat varieties. Hence, our …

Genomic prediction provides an efficient alternative to conventional phenotypic selection for
developing improved cultivars with desirable characteristics. New and improved methods to …

The development of crop varieties with stable performance in future environmental
conditions represents a critical challenge in the context of climate change. Environmental …

Crop growth models (CGM) can predict the performance of a cultivar in untested
environments by sampling genotype-specific parameters. As they cannot predict the …