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Geometrical Traits in Almond Fruit as Affected by Genotypic and Environmental Variations in Northern Morocco

Geometrische Eigenschaften der Mandelfrucht in Nord-Marokko in Abhängigkeit vom Genom und von Umweltbedingungen

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Abstract

We investigated geometrical traits of almond nuts and its kernels in five major commercial almond cultivars: ’Ferraduel’, ’Ferragnès’, ’Fournat de Brézenaud’, ’Marcona’, and ’Tuono’ at initial moisture content. Three different environments of northern Morocco, namely Aknoul, Bni Hadifa, and Tahar Souk, were considered for sampling. Geometrical determinations were performed both in nuts and kernels, and consisted of the nine following parameters: length (L), width (W), thickness (T), arithmetic mean diameter (Da), geometric mean diameter (Dg), sphericity (Φ), volume (V), surface area (Sa) and projected area (Pa). ANOVA analyses showed that site, cultivar, and their interaction affected significantly all the parameters studied. L and Φ were genetically controlled, while T was environment-dependent for both nuts and kernels as well as Dg, V, Sa, Pa only for nuts. The rest of traits were equally determined by genotypic and environmental effects. Principal component analysis (PCA) explained about 97% and 89% of total variability in almond nuts and kernels, respectively and allowed a good discrimination among sites and cultivars. Among sites, Bni Hadifa favored a better expression of almost investigated traits while for cultivars; ’Marcona`’ exhibited the highest scores for the majority of studied traits. Multiple regression models were developed for Da, Dg, Φ, V, Sa, Pa as function of the three axial dimensions (L, W, T). For almond nuts, Dg, V, and Sa depended mainly on W. Moreover, Φ determined equally by L and T, while Da and Pa were mostly dependent on L. As regards of almond kernels, L was the most consistent trait that determined variation in Da, Dg, Φ, V, Sa, and Pa.

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Acknowledgements

The authors are thankful to almond growers for allowing access to their orchards and harvesting.

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Correspondence to Yahia Rharrabti.

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E.H. Sakar, M. El Yamani and Y. Rharrabti declare that they have no competing interests.

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Fig. 345 and 6 corrresponding to PCA plots were created by STATGRAPHICS program. Fig. 1 was created by using Microsoft Office Powerpoint. Fig. 2 was copied and modified from the article by Zheng and Fielke (2014) after permission.

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Sakar, E.H., El Yamani, M. & Rharrabti, Y. Geometrical Traits in Almond Fruit as Affected by Genotypic and Environmental Variations in Northern Morocco. Erwerbs-Obstbau 61, 103–112 (2019). https://doi.org/10.1007/s10341-018-0401-y

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  • DOI: https://doi.org/10.1007/s10341-018-0401-y

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