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GENETIC DIVERSITY BASED ON MORPHOLOGICAL TRAITS IN WALNUT (JUGLANS REGIA L.) LANDRACES FROM KARAKORAM REGION-I

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dc.contributor.author HUSSAIN, ISHTIAQ
dc.contributor.author SULATAN, ASIMA
dc.contributor.author SHINWARI, ZABTA KHAN
dc.contributor.author RAZA, GHULAM
dc.contributor.author AHMED, KHALIL
dc.date.accessioned 2022-12-09T06:02:06Z
dc.date.available 2022-12-09T06:02:06Z
dc.date.issued 2016-05-01
dc.identifier.citation Hussain, I. S. H. T. I. A. Q., Sulatan, A. S. I. M. A., Shinwari, Z. K., Raza, G. H. U. L. A. M., & Ahmed, K. (2016). Genetic diversity based on morphological traits in walnut (Juglans regia L.) landraces from Karakoram Region-I. Pak. J. Bot, 48(2), 653-659. en_US
dc.identifier.issn 2070-3368
dc.identifier.uri http://142.54.178.187:9060/xmlui/handle/123456789/14879
dc.description.abstract Walnut is one of the most important nutritive nut crops and widely grown in Gilgit-Baltistan region of Pakistan. In the present study 19 local landraces were analyzed for morphological traits to investigate genetic diversity and identify promising landraces for cultivar development. Multivariate analyses showed high variation for morphological traits and nut and kernel characteristics. Cluster analyses depicted diversity among the local land races which separated them into 2 major clusters groups, showing more association to morphological differences. PCA revealed that the 1st four principal components (PC’s) possessed Eigen value >1.0, where PC1 and PC2 contributed total variance of 41.65% and 23.42% respectively with total variance (65.05%) showing maximum factor loadings by kernel ratio, shell%, kernel yield and nut width by the first two PC’s. Pearson correlation coefficient among walnut landraces revealed positively significant correlation between shell yield and nut weight(r=0.96), kernel yield and nut width(r=0.85), whereas negative correlation were observed (r = -0.89 and r = -0.76) between kernel ratio with shell yield and nut weight respectively. A wide range of diversity was observed among the local landraces from Karakoram regions and the landrace HKK and GNAG were reported as promising one with highest kernel ratio. These landraces are potential for future breeding of nut crops with distinct morphological traits. en_US
dc.language.iso en en_US
dc.publisher Karachi: Pakistan Journal of Botany , Botanical garden , University of Karachi en_US
dc.subject Genetic diversity en_US
dc.subject Landraces en_US
dc.subject walnu en_US
dc.subject Gilgit-Baltistan en_US
dc.subject Morphology en_US
dc.subject PCA en_US
dc.title GENETIC DIVERSITY BASED ON MORPHOLOGICAL TRAITS IN WALNUT (JUGLANS REGIA L.) LANDRACES FROM KARAKORAM REGION-I en_US
dc.type Article en_US


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