Sugarcane is a major industrial crop cultivated in tropical and subtropical regions of the
world. It is the primary source of sugar worldwide, accounting for more than 70% of world …

Advances in sugarcane breeding have contributed significantly to improvements in
agronomic traits and crop yield. However, the growing global demand for sugar and biofuel …

Cultivated potato is a clonally propagated autotetraploid species with a highly
heterogeneous genome. Phased assemblies of six cultivars including two chromosome …

Genomic prediction (GP) is the procedure whereby the genetic merits of untested candidates
are predicted using genome wide marker information. Although numerous examples of GP …

High-dimensional and high-throughput genomic, field performance, and environmental data
are becoming increasingly available to crop breeding programs, and their integration can …

Aquaculture currently accounts for approximately half of all seafood produced and is the
fastest growing farmed food sector globally. Marine bivalve aquaculture, the farming of …

Rubus fruits are high-value crops that are sought after by consumers for their flavor, visual
appeal, and health benefits. To meet this demand, production of red and black raspberries …

Genomic selection approaches have increased the speed of plant breeding, leading to
growing crop yields over the last decade. However, climate change is impacting current and …

Motivation The resemble between relatives computed from pedigree and genomic data is an
important resource for geneticists and ecologists, who are interested in understanding how …

Key message Non-additive genetic effects seem to play a substantial role in the expression
of complex traits in sugarcane. Including non-additive effects in genomic prediction models …