Integrative Multi-Trait Analysis of Potatoes (Solanum tuberosum L.) Somaclones in a Tropical Highland Environment
References
- Ahmadikhah, A., Nasrollanejad, S., Alishah, O., 2008. Quantitative studies for investigating variation and its effect on heterosis of rice. International Journal of Plant Production 2(4), 297–307.
- Alam, Z., Akter, S., Khan, M. A. H., Amin, M. N., Karim, M. R., Rahman, M. H. S., Rashid, M. H., Rahman, M. A., Mokarroma, N., Sabuz, A. A., Alam, M. J., Roy, T. K., Rahaman, E. H. M. S., Ali, M. A., Chanda, D., Sarker, U., 2024. Multivariate analysis of yield and quality traits in sweet potato genotypes (Ipomoea batatas L.). Scientia Horticulturae 328, 112901. Doi: 10.1016/j.scienta.2024.112901
- Camire, M. E., Kubow, S., Donnelly, D. J., 2021. Potatoes and human health. Critical Reviews in Food Science and Nutrition 61(10), 1642–1662. DOI: 10.1080/10408390903041996
- Chang, D. C., Jin, Y. I., Nam, J. H., Cheon, C. G., Cho, J. H., Kim, S. J., Yu, H. S., 2018. Early drought effect on canopy development and tuber growth of potato cultivars with different maturities. Field Crops Research 215, 156–162. DOI: 10.1016/j.fcr.2017.10.008
- Devaux, A., Haverkort, A. J., 2008. The effects of shifting planting dates and mulching on late blight (Phytophthora infestans) and drought stress of potato crops grown under tropical highland conditions. Experimental Agriculture 23(3), 325–333. DOI: 10.1017/S001447970001721X
- Ebem, E. C., Afuape, S. O., Chukwu, S. C., Ubi, B. E., 2021. Genotype × environment interaction and stability analysis for root yield in sweet potato [Ipomoea batatas (L.) Lam]. Frontiers in Agronomy 3, 665564. DOI: 10.3389/fagro.2021.665564
- Gowda, K. H., Amarananjundeswara, H., Fakrudin, B., Vasudeva, K. R., Kattegoudar, J., Doddabasappa, B., 2025. Genetic variability, heritability and divergence analysis for growth, yield and nutritional quality parameters in potato (Solanum tuberosum L.). International Journal of Advanced Biochemistry Research 9(2), 633–647. DOI: 10.33545/26174693.2025.v9.i2i.3854
- Gervais, T. G., Creelman, A., Li, X.-Q., Bizimungu, B., De Koeyer, D., Dahal, K., 2021. Potato response to drought stress: Physiological and growth basis. Frontiers in Plant Science 12, 698060. DOI: 10.3389/fpls.2021.698060
- Haverkort, A. J., Struik, P. C., 2015. Yield levels of potato crops: Recent achievements and future prospects. Field Crops Research 182, 76–85. DOI: 10.1016/j.fcr.2015.06.002
- Joshi, L. P., Sharma, S., Poudel, A., Kandel, B. P., 2020. Varietal evaluation and genetic variability in rice (Oryza sativa L.) genotypes of the Mid-hill region of Nepal. Vietnam Journal of Agricultural Sciences 3(2), 580–592. DOI:10.31817/VJAS.2020.3.2.02
- Khan, M. M. H., Rafii, M. Y., Ramlee, S. I., Jusoh, M., Al-Mamun, M., 2021. Genetic analysis and selection of Bambara groundnut (Vigna subterranea [L.] Verdc.) landraces for high yield revealed by qualitative and quantitative traits. Scientific Reports 11(1), 7597. DOI: 10.1038/s41598-021-87039-8
- Lee, S., Kim, J., Park, H., 2023. Stability analysis of crop yield across multiple environments using statistical indicators. Agriculture 13(2), 256. DOI: 10.3390/agriculture13020256
- Maulana, H., Maxiselly, Y., Yuwariah, Y., Ruswandi, D., 2023. Heritability and selection using GGE biplots and the sustainability index (SI) of maize genotypes under different cropping systems in upland. Sustainability 15(8), 6824. DOI: 10.3390/su15086824
- Maulana, H., Nafi’ah, H. H., Solihin, E., Ruswandi, D., Arifin, M., Amien, S., Karuniawan, A., 2022. Combined stability analysis to select stable and high yielding sweet potato genotypes in multi-environmental trials in West Java, Indonesia. Agriculture and Natural Resources 56(4), 761–772. DOI: 10.34044/J.ANRES.2022.56.4.10
- Maulana, H., Widaningsih, N.A., Kusmana, Jaenudin, U., Utami, D. W., Akhdiya, A., Handayani, T., Karjadi, A.K., Maharijaya, A., Sobir, Roostika, I., 2024. Selection of superior potato (Solanum tuberosum L.) by combined stability analysis for future breeding strategies. Agriculture 70 (2), 72–86. DOI: 10.2478/agri-2024-0006
- Molahlehi, L., Steyn, J. M., Haverkort, A. J., 2013. Potato crop response to genotype and environment in a subtropical highland agro-ecology. Potato Research 56(3), 237–258. DOI: 10.1007/s11540-013-9241-1
- Mølmann, J. A. B., Johansen, T. J., 2025. Influence of growth temperature on development and yield in potato cultivars. Potato Research 68, 2939–2950. DOI: 10.1007/s11540-025-09854-0
- Nafi’ah, H.H., Fajarfika, R., Fatimah, R., Maulana, H., Yoel, A., 2025. Comparison of soil microbial composition and fertility in rhizosphere of healthy and Fusarium wilt-affected sweet potato plants. Biodiversitas 26(2), 941–950. DOI: 10.13057/biodiv/d260243
- Nasution, K. Y., Melati, P., Dewi, A. K., Maryono, M. Y., Dwimahyani, I., Solim, M. H., Yuliasti, Harsanti, L., Widiarsih, S., Sitaresmi, T., Maulana, H., Suwarno, W. B., Sobrizal, 2025. Yield stability and multitrait selection of advanced mutant rice genotypes across diverse environments in Indonesia. Advances in Agriculture 2025, 9092588. DOI: 10.1155/aia/9092588
- Olivoto, T., Lúcio, A.D., 2020. metan: An R package for multi-environment trial analysis. Methods in Ecology and Evolution 11(6), 783–789. DOI: 10.1111/2041-210X.13384
- Olivoto, T., Nardino, M., 2021. MGIDI: toward an effective multivariate selection in biological experiments. Bioinformatics 37(10), 1383–1389. DOI: 10.1093/bioinformatics/btaa981
- Olivoto, T., Nardino, M., 2022. MGIDI: a powerful tool to analyze plant multivariate data. Plant Methods 18, 121. DOI: 10.1186/s13007-022-00952-5
- Pallavi, M., Maruthi Prasad, B. P., Shanthi, P., Reddy, V. L. N., Nirmal Kumar, A. R., 2024. Multi trait genotype–ideotype distance index (MGIDI) for early seedling vigour and yield related traits to identify elite lines in rice (Oryza sativa L.). Electronic Journal of Plant Breeding 15(1), 120–131. DOI: 10.37992/2024.1501.020
- Pour-Aboughadareh, A., Poczai, P., 2021. A dataset on multi-trait selection approaches for screening desirable wild relatives of wheat. Data in Brief 39, 107541. DOI: 10.1016/j.dib.2021.107541
- Putri, R.A., Maulana, H., Roostika, I., Nafi’ah, H.H. Yoel, A., Kusmana, Handayani, T., Karjadi, A.K., Nurdiana, D., 2026. Selection of promising potato (Solanum tuberosum L.) Genotypes using the multi-traits genotype-ideotype distance index (MGIDI). SABRAO Journal of Breeding and Genetics 58 (2), 676–687. DOI: 10.54910/sabrao2026.58.2.18
- Tokatlidis, I. S., Koutis, K., Tamoutsidis, E., 2023. Coefficient of variation and its use in plant breeding and agronomic experiments. Agronomy 13(1), 176. DOI: 10.3390/agronomy13010176
- Uddin, M. S., Billah, M., Afroz, R., Rahman, S., Jahan, N., Hossain, M.G., Bagum, S. A., Uddin, M. S., Khaldun, A. B. M., Azam, M. G., Hossain, N., Akanda, M. A. L., Alhomrani, M., Gaber, A., Hossain, A., 2021. Evaluation of 130 eggplant (Solanum melongena L.) genotypes for future breeding program based on qualitative and quantitative traits, and various genetic parameters. Horticulturae 7(10), 376. DOI: 10.3390/horticulturae7100376
- Yadav, L. P., Gangadhara, K., Singh, A. K., Yadav, V., Apparao, V. V., Pawar, A., Kumar, S., Janani, P., Sahil, A., Kumar, P., Khapte, P. S., Meena, N. K., Jinger, D., Rane, J., 2025. Genetic variability, morphological diversity, and antioxidant potential in gynoecious Coccinia accessions: Implications for breeding and biofortification. BMC Plant Biology 25, 844. DOI: 10.1186/s12870-025-06335-x
- Yue, H., Wei, J., Xie, J., Chen, S., Peng, H., Cao, H., Bu, J., Jiang, X., 2022. A study on genotype-by-environment interaction analysis for agronomic traits of maize genotypes across Huang-huai-hai region in China. Phyton-International Journal of Experimental Botany 91(1), 57–81. DOI: 10.32604/phyton.2022.017308
DOI: https://doi.org/10.2478/boku-2026-0004 | Journal eISSN: 2719-5430 (formerly 0006-5471) | Journal ISSN: 0006-5471
Language: English, German
Page range: 42 - 52
Submitted on: May 7, 2026
Accepted on: Jul 2, 2026
Published on: Sep 21, 2026
Published by: Universität für Bodenkultur Wien
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open
Keywords:
Related subjects:
© 2026 Muhammad Ridwan Fauzi, Haris Maulana, Hanny Hidayati Nafi'ah, Andrew Yoel, Ika Roostika, Dwinita Wikan Utami, Kusmana, Tri Handayani, Asih Kartasih Karjadi, Alina Akhdiya, Rina C. Hutabarat, published by Universität für Bodenkultur Wien
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.