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For these Poisson traits, breeding values were back-transformed using an exponential function.
Due to its significant effects on other traits, breeding has always aimed to exploit the natural variation in HD, in order to create mixtures of varieties that could give high performances throughout the whole year.
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Trends in selection index theory designing multi-trait breeding goals including functional traits on one hand, and developing methods for using customised selection indices on the other hand support breeding work for organic farming systems.
With exception of ICF, single trait breeding values (STBVs) from the national evaluation were available for both 1st parity animals (heifers, suffixed H) and 2nd and 3rd parity animals (cows, suffixed C).
CSSLs selected at the level of the whole genome and multi-trait breeding objectives in areas such as the expansion of multiple targets have been pivotal in improving the properties of plants while leading the way in the ongoing technological innovation of plant breeding.
DNA markers for genes and QTLs for agronomic traits allow breeders to precisely select plants with beneficial traits in breeding programs.
Many potentially novel QTLs were also identified which could be of great value for further elucidating the molecular genetic control of the traits investigated, as well as to provide recombined lines with multiple traits for breeding programs.
Introgression of traits from wild species can provide a natural way to incorporate advantageous traits through breeding to generate higher-producing cotton cultivars and more sustainable production systems.
Before using these traits for breeding, it is necessary to identify genetic variation and to assess the plasticity of each trait in response to the environment.
Results for the two sets of traits (Table S10) showed equivalent trends; thus we will focus our reporting on the 15 highest-priority traits for breeding.
Selecting for these traits, and breeding naturally resilient plants designed for agricultural production, could be the insurance farmers need against erratic weather.
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