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SYSTEM AND METHOD FOR PREDICTING GENOTYPE PERFORMANCE
SYSTEM AND METHOD FOR PREDICTING GENOTYPE PERFORMANCE
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机译：预测基因型性能的系统和方法
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摘要
An automated system is described for predicting performance of a crop genotype under particular environmental conditions. The system 1 is operable in a training phase, during which crop performance information 5' and corresponding environmental data 2' are used to train a predictor model 10 using a RR-BLUP regression algorithm 9. Predictor variables 8 for the regression algorithm are generated from the environment data 2' using a standard crop model 3. In an operation mode of the system, the trained model is used to generate predicted value(s) 7 of the performance parameters 5 of a particular genotype on the basis of environmental limiting factors 8 derived using the same crop model 3 from specified environmental conditions 2. A training method, a prediction method and a computer program product are also described.
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