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Proc. Assoc. Advmt. Anim. Breed. Genet. 22:6972 A WEBBASED APPLICATION TO ASSIST SELECTION FOR HEAT TOLERANCE IN COMBINATION WITH THE BALANCED PERFORMANCE INDEX IN AUSTRALIAN DAIRY CATTLE T.T.T. Nguyen1,
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How to fill out genomic selection for tolerance

01
Step 1: Collect and analyze genetic and phenotypic data of the population under consideration.
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Step 2: Identify the traits or characteristics related to tolerance that you want to select for.
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Step 3: Develop a statistical model or algorithm to estimate the genomic value of individuals for the selected traits.
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Step 4: Use molecular markers or genetic tests to obtain genomic information of the individuals in the population.
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Step 5: Apply the statistical model to predict the genomic values of the individuals for tolerance traits.
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Step 6: Select the individuals with the highest predicted genomic values as potential candidates for breeding programs focused on tolerance.
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Step 7: Validate the performance of the selected individuals through field trials and other performance evaluations.
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Step 8: Continuously monitor and update the genomic prediction model with new data to improve its accuracy over time.

Who needs genomic selection for tolerance?

01
Farmers and breeders interested in improving the tolerance of crops or livestock species.
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Researchers studying the genetic basis of tolerance and seeking to accelerate the breeding progress.
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Seed companies and agricultural biotechnology firms aiming to develop improved varieties with enhanced tolerance.
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Government agencies and organizations involved in agricultural and environmental management, as they can benefit from more tolerant crops or livestock in combating environmental stresses or climate change.
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Ultimately, anyone who aims to enhance the productivity, resilience, or adaptability of agricultural crops or livestock through targeted breeding for tolerance.

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Genomic selection for tolerance is a method of breeding that uses genomic information to predict an individual's tolerance to specific traits or conditions.
Any breeding organization or individual who is using genomic selection for tolerance in their breeding program is required to file the necessary documentation.
To fill out genomic selection for tolerance, one needs to provide information on the specific traits or conditions being targeted, as well as the genomic data used for prediction.
The purpose of genomic selection for tolerance is to improve breeding programs by selecting individuals with a higher likelihood of tolerance to specific traits or conditions, leading to more resilient and productive populations.
The information that must be reported on genomic selection for tolerance includes the traits or conditions being targeted, the genomic data used for prediction, and any additional relevant information such as breeding objectives or selection criteria.
The deadline to file genomic selection for tolerance in 2023 will be determined by the relevant governing body or organization. Please refer to their guidelines or regulations for specific dates.
The penalty for the late filing of genomic selection for tolerance will also be determined by the governing body or organization. It is advisable to comply with the filing deadlines to avoid any potential penalties or consequences.
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