Genetic diversity analysis of mango genotypes using morphological and quality traits via D² statistics
Diversity Analysis of Mango Genotypes
Downloads
Published
DOI:
https://doi.org/10.58993/ijh/2026.83.1.2Keywords:
Mango genotypes, genetic diversity, mahalanobis D2, morphological traits, breedingIssue
Section
License
Copyright (c) 2026 Amit Kumar, Arvind Kumar, Satya Prakash, Vibhu Pandey

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
The present investigation was carried out during two consecutive years (2021-22 and 2022-23) on twelve mango (Mangifera indica L.) genotypes from an 8–10-year-old orchard to evaluate morphological and quality traits and assess genetic diversity. Fruits were harvested based on maturity indices such as skin color, flesh color and aroma, with undamaged fruits selected for evaluation. A total of 192 fruits representing 48 treatments were analyzed under a Randomized Block Design (RBD). The genotypes studied included Ambika, Pusa Arunima, Dashehari-51, Kesar, Pusa Surya, Mallika, Amrapali, Burma Surakha, Neelum Chausa, Mithua Malda, Rataul and Saurav. Multivariate analysis through Mahalanobis D² statistics and Tocher’s method was employed to classify genotypes into distinct clusters. Pooled data over two years revealed four clusters, with Cluster IV recording the highest mean fruit yield per tree (338.31 fruits), followed by Cluster II (268.15) and Cluster III (234.85). The maximum inter-cluster distance was observed between Cluster IV and Cluster II (D=9.789), indicating substantial genetic divergence, while intra-cluster distance ranged from 0.01 (Cluster IV) to 3.114 (Cluster I). Cluster I, comprising six genotypes, exhibited the highest intra-cluster diversity. Based on inter-cluster distances, hybridization between Cluster IV (Amrapali) and Cluster II (Kesar, Burma Surakha and Rataul) is suggested to exploit heterosis and develop superior recombinants. The findings highlight significant genetic diversity among mango genotypes, providing useful information for selecting promising parents in breeding programs aimed at enhancing yield and quality attributes.Abstract
How to Cite
Downloads
1. Anonymous, (2023-24). Indian Horticulture Database. Ministry of Agriculture & Farmers Welfare, Government of India. www.agricoop.nic.in 2. Bally, I. S., & Dillon, N. L. (2018). Mango (Mangifera indica L.) breeding. Advances in Plant Breeding Strategies: Fruits: Volume 3, 811-896. 3. Crossa, J., & Franco, J. (2004). Statistical methods for classifying genotypes. Euphytica, 137, 19-37. 4. Das, S. S., Kishore, K., Lenka, D., Dash, D. K., Samal, K. C., Samant, D., ... & Dash, S. N. (2021). Assessment of Genetic Diversity in Morphological Traits of Mango Genotypes Using D2 Statistics. International Journal of Plant & Soil Science, 33(17), 31-42. 5. Kar, R. K., Mishra, T. K., Pradhan, B., Behera, D., Das, S., Swain, D. K., ... & Hossain, A. (2024). Assessment of the recurrent mutagenesis efficacy of sesame crosses followed by isolation and evaluation of promising genetic resources for use in future breeding programs. Open Agriculture, 9(1), 20220311. 6. Kumar, A., Kumar, A., Prakash, S., Singh, S., Pandey, V., Raghav, D. K., & Pal, D. (2023). Assessment of different elite mango varieties suitable for North western plain zones of Uttar Pradesh. Environment Conservation Journal, 24(4), 214-220. 7. Kumar, A., Kumar, A., Prakash, S., Kumar, V., Singh, A., Singh, M. K., ... & Singh, S. (2024a). Evaluation on Morphological and Quality Attributes of Mango Cultivars in Western Uttar Pradesh. Journal of Advances in Biology & Biotechnology, 27(9), 485-497 8. Kumar, A., Gupta, A. K., Kanth, N., Marboh, E. S., & Yadav, S. K. (2024b). Assessment of variability and genetic divergence of longan genotypes (Dimocarpus longan Lour.) based on qualitative and quantitative traits. Euphytica, 220(5), 72. 9. Lal, N., Pandey, S. K., Pandey, S. D., & Nath, V. (2023). Genetic diversity and grouping of litchi genotypes based on 83 qualitative and quantitative traits. Erwerbs-Obstbau, 65(4), 1003-1012. 10. Ma, X., Wu, H., Liu, B., Wang, S., Zhang, Y., Su, M., ... & Luo, X. (2024). Genomic diversity, population structure, and genome-wide association reveal genetic differentiation and trait improvements in mango. Horticulture Research, 11(7). 11. Mahalanobis PC (1936). On the generalized distance in statistics. Proc. Nat. Inst. Sci. (India) 49–5 12. Mukherjee, S. K. (1948). The varieties of mango (Mangifera indica L.) and their classification. Bull. hot. Soc. 2 (2): 33-19 13. Plathia, M., Bakshi, P., Sharma, N., Jamwal, M., & Jasrotia (2022) Character association and divergence studies in seedling population of Jamun (Syzygium cumini L.). International Journal of Advanced Biochemistry Research,8(2): 595-600 14. Rajpoot, M., Sharma, T. R., & Sharma, R. M. (2024). Genetic Variability in Mango Clones of Langra cv. for Physical-bio Chemical Parameters at Kymore Plateau and Satpura Hills of Madhya Pradesh, India. International Journal of Plant & Soil Science, 36(8), 364-373. 15. Rao, C.R. 1952. Advanced Statistical Methods in Biometrical Research, Wiley, New York 16. Sankaran, M., Dinesh, M. R., Gowda, D. C. S., & Venugopalan, R. (2020). Genetic Analysis in mango (Mangifera indica L.) based on fruit characteristics of 400 genotypes. Journal of Horticultural Sciences, 15(2), 161-172. 17. Sheidai, M., Noormohammadi, Z., & Vazifeshenas, M. R. (2024). A new look at genetic variability in pomegranate: Landscape genetics and structural equation modeling (SEM). Scientia Horticulturae, 334, 113323. 18. Singh, R.K. and Chaudhary, B.D. 1977. Biometrical methods in quantitative genetic analysis. New Delhi. Kalyani Publication: 318 p 19. Umesh Kanna, S., Parthiban, K. T., Senthilraja, K., Venkatesan, S., Udhaya Nandhini, D., Mohan Kumar, S., & Geethalakshmi, V. (2024). Genetic Diversity and Structure of Terminalia bellerica (Gaertn. Roxb.) Population in India as Revealed by Genetic Analysis. Plants, 13(4), 470. 20. Vincent, L., & Anushma, P. L. (2024). Mango 14. Fruit and Nut Crops, 393.
References
Similar Articles
- Kaluram ., Jai Prakash, S. K. Singh, A. K. Goswami, Preeti Singh, Zakir Hussain, A. K. Singh, Genetic diversity in qualitative and quantitative traits of papaya , Indian Journal of Horticulture: Vol. 75 No. 02 (2018): Indian Journal of Horticulture
- Lokendra Kumar, A.K. Choudhary, B.P. Bhatt, K.P. Singh, Genetic divergence in makhana (Euryale ferox Salisb.) , Indian Journal of Horticulture: Vol. 72 No. 03 (2015): Indian Journal of Horticulture
- D.S. Mishra, Sanjay Singh, A.K. Singh, Vikas Yadav, V.V. Appa Rao, P.L. Saroj, Assessment of genetic diversity in guava , Indian Journal of Horticulture: Vol. 75 No. 03 (2018): Indian Journal of Horticulture
- Jagveer Singh, H.S. Dhaliwal, Anirudh Thakur, P. Chhuneja, G.S. Sidhu, Rohtas Singh, Morphological and genetic diversity in citrus genotypes to substantiate rootstock breeding for root rot resistance , Indian Journal of Horticulture: Vol. 74 No. 03 (2017): Indian Journal of Horticulture
- T.K Hazarika, Rody Ngurthankhumi, Genetic variability of star gooseberry in north east India , Indian Journal of Horticulture: Vol. 78 No. 03 (2021): Indian Journal of Horticulture
- Nusrat Perveen, M. R. Dinesh, M. Sankaran, R. Venugopalan, Mutagenic-sensitivity and variability in the putative mutants of polyembryonic mango genotypes , Indian Journal of Horticulture: Vol. 80 No. 1 (2023): Indian Journal of Horticulture
- M.S. Dhaliwal, Genetic diversity analysis of indigenous and exotic chilli genotypes , Indian Journal of Horticulture: Vol. 73 No. 1 (2016): Indian Journal of Horticulture
- R. Lalmuanpuii, S. R. Singh, L. Wangchu, N. Devachandra, Ps. M. Anal, A. K. Singh, Brijesh Kumar Singh, Genetic diversity of carambola in North East India , Indian Journal of Horticulture: Vol. 76 No. 04 (2019): Indian Journal of Horticulture
- Shrawan Singh, Selvakumar R, Manisha Mangal, Pritam Kalia, Breeding and genomic investigations for quality and nutraceutical traits in vegetable crops-a review , Indian Journal of Horticulture: Vol. 77 No. 01 (2020): Indian Journal of Horticulture
- Rahul Kumar, R.K. Yadav, Rakesh Bhardwaj, V.K. Baranwal, H. Chaudhary, Studies on genetic variability of nutritional traits among YVMV tolerant okra germplasm , Indian Journal of Horticulture: Vol. 73 No. 02 (2016): Indian Journal of Horticulture
<< < 1 2 3 4 5 6 7 8 9 10 > >>
You may also start an advanced similarity search for this article.
Most read articles by the same author(s)
- J. K Soni, Vishambhar Dayal, S. K Sunani, Lalramhlimi Bawitlung, Amit Kumar, Ingudam Shakuntala, Sunil Doley, Improvement of ginger for yield and quality traits under the hill ecosystem of Mizoram , Indian Journal of Horticulture: Vol. 80 No. 03 (2023): Indian Journal of Horticulture
- Amit Kumar, Vishal Magotra, M. K. Sharma, A. S. Sundouri, Angrej Ali, Performance of olive cultivars under mid hill region of Jammu and Kashmir , Indian Journal of Horticulture: Vol. 77 No. 04 (2020): Indian Journal of Horticulture
- Amit Kumar, Gepu Nyorak, Angrej Ali, Mahendra Kumar Sharma, Bhagyashree Dhekale, Growth, flowering and fruiting behaviour of different exotic apple cultivars under high density planting system , Indian Journal of Horticulture: Vol. 82 No. 03 (2025): Indian Journal of Horticulture
- Sharbat Hussain, Rifat Bhat, Amit Kumar, Khalid Rasool Dar, Mohd Tauseef Ali, Chemical thinning improves the fruit size and quality in Silver King nectarine , Indian Journal of Horticulture: Vol. 77 No. 02 (2020): Indian Journal of Horticulture
- Amit Kumar, Rohitashw Kumar, Ishtiyaq Ahad, Angrej Ali, Influence of different growth conditions on earliness, yield and quality of strawberry production in South Kashmir , Indian Journal of Horticulture: Vol. 73 No. 03 (2016): Indian Journal of Horticulture
- Satya Prakash, Virendra Kumar, P.L. Saroj, S.C. Sirohi, Response of yield and quality of winter guava to severity of summer pruning , Indian Journal of Horticulture: Vol. 69 No. 02 (2012): Indian Journal of Horticulture
- Vijay Kumar, Amit Kumar, Rajshree Gayen, Estimation of genetic parameters in okra for quantitative traits , Indian Journal of Horticulture: Vol. 68 No. 03 (2011): Indian Journal of Horticulture
- Amit Kumar, Jagdeesh P Rathore, M K Sharma, Anil Sharma, Angrej Ali, A S Sundouri, Stionic interaction on leaf parameters and survival of grafted pear saplings , Indian Journal of Horticulture: Vol. 80 No. 2 (2023): Indian Journal of Horticulture
- P.R. Meghwal, Arvind Kumar, Suresh Kumar, Performance of cactus pear at two geographical locations in Indian arid zone , Indian Journal of Horticulture: Vol. 75 No. 01 (2018): Indian Journal of Horticulture
- Manmohan Lal, M.M. Mir, Umar Iqbal, Amit Kumar, Response of prohexadione calcium and paclobutrazol on growth and physio-chemical characteristics of pear cv. Clapp’s Favorite , Indian Journal of Horticulture: Vol. 75 No. 02 (2018): Indian Journal of Horticulture
