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A novel methodological approach based on a Bayesian framework and Monte Carlo Markov Chain (MCMC) simulation is developed to rank and select suppliers using specific selection objectives.
Our results indicate that using cryopreserved semen to redirect selection will have an impact on negatively selected traits only if it is combined with major changes in selection objectives or practices.
Improvement in multiple traits can be optimized via the use of selection indices, making the best use of all phenotypic information available to achieve specific selection objectives.
The knowledge of this diversity may be extremely useful in identifying interesting parents to be included in a breeding programme as a response to new selection objectives, such as the improvement of the chemical quality of the almond kernel.
Our results suggest that SDMs are perceived as best-suited to dealing with traditional reserve selection objectives and accounting for uncertainties such as future climate change or mapping accuracy.
In general, our results suggest that vertical root pulling resistance and pod harvest index are important selection objectives for improving seed yield in common beans under non-stress and stress conditions, and particularly useful for drought and BSM tolerance evaluation.
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The selection objective for a best Gabor filter is based on the Maxmin principle that maximizes the minimum energy ratio of any two distinct textures in question.
The selection objective included three traits: conformation and gaits (CG, weighted 20%), competition jumping (CJ, weighted 60%) and a third trait (TT, weighted 20%) such as sperm quality or orthopaedic status.
In terms of the average score selection (objective c), this would imply highest benefits for erosion protection and structural enrichment but at the cost of declining annuity differences by 65€ ha−1 a−1.
The selection objective can be adjusted via differential weighting of some or all traits.
The accuracies of optimised selection coefficients were, as expected, always highest when information on all nine traits was incorporated into the index I, whatever the selection objective (H).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com