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dc.contributor.authorHUSSAIN, ISHTIAQ-
dc.contributor.authorSULATAN, ASIMA-
dc.contributor.authorSHINWARI, ZABTA KHAN-
dc.contributor.authorRAZA, GHULAM-
dc.contributor.authorAHMED, KHALIL-
dc.date.accessioned2022-12-09T06:02:06Z-
dc.date.available2022-12-09T06:02:06Z-
dc.date.issued2016-05-01-
dc.identifier.citationHussain, 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.issn2070-3368-
dc.identifier.urihttp://142.54.178.187:9060/xmlui/handle/123456789/14879-
dc.description.abstractWalnut 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.isoenen_US
dc.publisherKarachi: Pakistan Journal of Botany , Botanical garden , University of Karachien_US
dc.subjectGenetic diversityen_US
dc.subjectLandracesen_US
dc.subjectwalnuen_US
dc.subjectGilgit-Baltistanen_US
dc.subjectMorphologyen_US
dc.subjectPCAen_US
dc.titleGENETIC DIVERSITY BASED ON MORPHOLOGICAL TRAITS IN WALNUT (JUGLANS REGIA L.) LANDRACES FROM KARAKORAM REGION-Ien_US
dc.typeArticleen_US
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