heilbrunn, karl; heilbrunn friedrich (fritz); heilbrunn julius; osterode harz Portraits Family

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heilbrunn-goldschmict family collection; mother or grandmother of johanna heilbrunn Portraits Women

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left to right:johanna heilbrunnl marcus heilbrunn, karl heilbrunn; osterade / harz Portraits Family

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Prediction of breeding values for average fruit weight in mango using a multivariate individual mixed model

Mango is an important horticultural fruit crop and breeding is a key strategy to improve ongoing sustainability. Knowledge of breeding values of potential parents is important for maximising progress from breeding. This study successfully employed a mixed linear model methods incorporating a pedigree to predict breeding values for average fruit weight from highly unbalanced data for genotypes planted over three field trials and assessed over several harvest seasons. Average fruit weight was found to be under strong additive genetic control. There was high correlation between hybrids propagated as seedlings and hybrids propagated as scions grafted onto rootstocks. Estimates of additive genetic correlation among trials ranged from 0.69 to 0.88 with correlations among harvest seasons within trials greater than 0.96. These results suggest that progress from selection for broad adaptation can be achieved, particularly as no repeatable environmental factor that could be used to predict G x E could be identified. Predicted breeding values for 35 known cultivars are presented for use in ongoing breeding programs.

heilbrunn, karl; heibunn julius; heibrunn fritz Portraits Family

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heilbrunn, karl; heilbrunn , fritz; cousin max Portraits Family

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heilbrunn fritz; heilbrunn julius; unidentified friend; obertal i. harz Portraits Family

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heilbrunn, karl; lieutenant; auant hede ( sister of johanna ); uncke icken; wife of icken ?; heilbrunn, johanna { motherof fritz, julius and karl heilbrunn Portraits Family

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heilbrunn-goldschmidt family collection' ;4 unidentified men; 6 unidentified women; fashion show; osterode Portraits Groups

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goldschmidt, anna; goldschmidt fritz Portraits Family

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goldschmidt anna; goldschmidt fritz; stolzenau Portraits Family

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goldschmidt, max; goldschmidt lotte; goldschmidt fritz; goldschmidt frieda; heilbrunn lotte; goldscmidt anna; simon moses Portraits Family

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goldschmidt frieda; goldschmidt max karl; goldschmidt lotte; stolzenau Portraits Family

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goldschmidt frieda; goldschmidt lloyd Portraits Family

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