References
-
Zhao, D. & Li, Y. R. Climate change and sugarcane production: potential impact and mitigation strategies. Int J. Agron 547386 (2015).
-
Upreti, P. & Singh, A. An economic analysis of sugarcane cultivation and its productivity in major sugar producing States of Uttar Pradesh and Maharashtra. Eco Affair. 62 (4), 711–718 (2017).
-
Doehlert, D. C., McMullen, M. S. & Hammond, J. J. Genotypic and environmental effects on grain yield and quality of oat grown in North Dakota. Crop Sci. 41, 1066–1072 (2001).
-
Hassani, M., Mahmoudi, S. B., Saremirad, A. & Taleghani, D. Genotype by environment and genotype by yield* trait interactions in sugar beet: analyzing yield stability and determining key traits association. Sci. Rep. 13 (1), 23111 (2023).
-
Meena, M. R. et al. Unraveling the stability of sugarcane clones using multivariate stability models for cane yield and quality under subtropical climates. Sugar Tech 1–12 (2024).
-
Mohammadi, R., Abdulahi, A. & Haghparast, A. M. Interpreting genotype- environment interactions for durum wheat grain yields using non-parametric methods. Euphytica 157, 239–251 (2007).
-
Mattos, P. H. C., Oliveira, R. A. J. 1, Filho, C. B., Daros, E. & Veríssimo, M. A.A. Evaluation of sugarcane genotypes and production environments in Paraná by GGE biplot and AMMI analysis. Crop Breed. Appl. Biotechnol. 13, 83–90 (2013).
-
Regis, J. A. V. B. et al. Adaptability and phenotypic stability of sugarcane clones. Pesquisa Agropecuária Brasileira. 53 (1), 42–52 (2018).
-
Pinthus, M. J. Estimate of genotypic value: a proposed method. Euphytica 22, 121–123 (1973).
-
Francis, T. R. & Kannenberg, L. W. Yield stability studies in short-season maize. A descriptive method for grouping genotypes. Canad J. Plant. Sci. 58, 1029–1034 (1978).
-
Roemer, J. Sinde die ertagdreichen sorten ertagissicherer? Mitt DLG. 32, 87–89 (1917).
-
Eberhart, S. A. & Russel, W. A. Stability parameters for com paring varieties. Crop Sci. 6, 36–40 (1966).
-
Perkins, J. M. & Jinks, J. L. Environmental and genotype-environmental components of variability: III. Multiple lines and crosses. Heredity 23, 339–356 (1968).
-
Myint, K. A. et al. Genetic diversity and selection criteria of MPOB-Senegal oil palm (Elaeis guineensis Jacq.) germplasm by quantitative traits. Indus Crop Prod. 139, 111558 (2019).
-
Hashim, N. et al. Integrating multivariate and univariate statistical models to investigate genotype–environment interaction of advanced fragrant rice genotypes under rainfed condition. Sustainability 13 (8), 4555 (2021).
-
Tanin, M. J. et al. Ascertaining yield and grain protein content stability in wheat genotypes having the Gpc-B1 gene using univariate, multivariate, and correlation analysis. Front. Genet. 13, 1001904 (2022).
-
Gauch, H. G. Model selection and validation for yield trials with interaction. Biometrics 44 (3), 705–715 (1988).
-
Gauch, H. G. & Zobel, R. W. in AMMI Analysis of Yield trials. In; Genotype by Environment Interaction. 85–122 (eds Kang, H. S. & Gauch, H. G.) (CRC, 1996).
-
Gauch, H. G. & Zobel, R. W. Identifying mega-environments and targeting genotypes. Crop Sci. 37, 311–326 (1997).
-
Yan, W., Hunt, L., Sheng, Q. & Szlavnics, Z. Cultivar evaluation and mega-environment investigation based on the GGE-biplot. Crop Sci. 40, 597–605 (2000).
-
Gauch, H. G., Piepho, H. P. & Annicchiarico, P. Statistical analysis of yield trials by AMMI and GGE: further considerations. Crop Sci. 48, 866–889 (2008).
-
Chuni Lal, Ajay, B. C., Chikani, B. M. & Gor, H. K. AMMI and GGE biplot analysis to evaluate the phenotypic stability of Recombinant inbred lines (RILs) of peanut under mid-season water stress conditions. Indian J. Genet. 79, 420–426 (2019).
-
Ajay, B. C., Aravind, J. & Fiyaz, R. A. Ammistability: additive main effects and multiplicative interaction model stability parameters. Indian J. Genet. 79, 460–466 (2019).
-
Copt, S. & Heritier, S. Robust alternatives to the F-Test in mixed linear models based on MM-estimates. Biometrics 63, 1045–1052 (2007).
-
Lourenco, V. M., Pires, A. M. & Kirst, M. Robust linear regression methods in association studies. Bioinformatics 27, 815–821 (2011).
-
Rodrigues, P. C., Monteiro, A. & Lourenco, V. M. A robust AMMI model for the analysis of genotype-by-environment data. Bioinformatics 32, 58–66 (2016).
-
Ajay, B. C. et al. R-AMMI-LM: Linear-fit Robust-AMMI model to analyze genotype-by environment interactions. Indian J. Genet. 81 (1), 87–92 (2021).
-
Purchase, J. L., Hatting, H. & van Deventer, C. S. Genotype × environment interaction of winter wheat (Triticum aestivum L.) in South africa: II. Stability analysis of yield performance. South. Afr. J. Plant. Soil. 17, 101–107 (2000).
-
Zali, H., Farshadfar, E., Sabaghpour, S. H. & Karimizadeh, R. Evaluation of genotype × environment interaction in Chickpea using measures of stability from AMMI model. Ann. Biol. Res. 3, 3126–3136 (2012).
-
Sneller, C. H., Kilgore-Norquest, L. & Dombek, D. Repeatability of yield stability statistics in soybean. Crop Sci. 37, 383–390 (1997).
-
Alarmelu, S., Balakrishnan, R. & Hemaprabha, G. G. × E interaction studies in Multi-location trials of sugarcane using GGE biplot and ANOM analysis. J. Sugarcane Res. 5, 12–23 (2015).
-
Otieno, O. V. & Owuor, N. O. Multivariate genotype and genotype by environment interaction biplot analysis of sugarcane breeding data using R. Int. J. Stat. Distrib. Appl. 5, 22–31 (2019).
-
Rao, A. R. & Prabhakaran, V. T. Use of AMMI in simultaneous selection of genotypes for yield and stability. J. Ind. Soc. Agric. Stat. 59, 76–82 (2005).
-
Farshadfar, E., Mahmodi, N. & Yaghotipoorr, A. AMMI stability value and simultaneous Estimation of yield and yield stability in bread wheat (Triticum aestivum L). Aust J. Crop Sci. 5, 1837–1844 (2011).
-
Olivoto, T. et al. Metan: an R package for multi-environment trial analysis. Method Ecol. Evol. 11 (6), 783–789 (2020).
-
Gabriel, K. R. Analysis of meteorological data by means of canonical decomposition and biplots. J. App Met. Climat. 11 (7), 1071–1077 (1978).
-
Ajay, B. C. et al. Modified AMMI stability index (MASI) for stability analysis. Groundn. Newsl. 18, 4–5 (2018).
-
da Silveira, L. C. I. et al. Adaptability and phenotypic stability of sugarcane genotypes in the state of Minas. Gerais Cienc. Rural. 42, 587–594 (2012).
-
Guilly, S., Dumont, T., Thong-Chane, A., Barau, L. & Hoarau, J. Y. Analysis of multi-environment trials (MET) in the sugarcane breeding program of Réunion Island. Euphytica 213 https://doi.org/10.1007/s10681-017-1994-1 (2017).
-
Dehghani, H., Ebadi, A. & Yousefi, A. Biplot analysis of genotype by environment interaction for barley yield in Iran. Agron. J. 98, 388–393. https://doi.org/10.2134/agronj2004.0310 (2006).
-
Birhanu, M., Tesfay, M., Nigus, C. & Wolday, K. Stability analysis of finger millet genotypes in moisture stressed areas of Northern Ethiopia. J. Nat. Sci. Res. 6, 2016 (2016).
-
Lakew, T., Dessie, A., Tariku, S. & Abebe, D. Evaluation of performance and yield stability analysis based on AMMI and GGE models in introduced upland rice genotypes tested across Northwest Ethiopia. Int. J. Res. Stud. Agric. Sci. 3, 17–24 (2017).
-
Seyoum, A., Semahegn, Z., Nega, A. & Gebreyohannes, A. AMMI and GGE analysis of G × E and yield stability of finger millet [Eleusine Coracana (L.) Gaertn] genotypes in Ethiopia. Int. J. Trend Res. 6, 379–386 (2019).
-
Tolessa, T. T., Keneni, G., Sefera, T., Jarso, M. & Bekele, Y. Genotype × environment interaction and performance stability for grain yield in field pea (Pisum sativum L.) genotypes. Int. J. Plant. Breed. 7, 116–123 (2013).
-
Singamsetti, A. et al. Genotype × environment interaction and selection of maize (Zea Mays L.) hybrids across moisture regimes. Field Crops Res. 270, 108224 (2021).
-
Rehman, S., Khan, G. S. & Khan, I. Coordinated uniform National varietal trial on sugarcane. Pak J. Agri Res. 13, 136–140 (1992).
-
Javed, M. A. et al. Comparative performance of elite sugarcane clones for yield and quality characteristics. Pak Sugar J. 17, 71–75 (2001).
-
Khan, M. A. et al. Evaluation of new sugarcane genotypes developed through fuzz. Correlation of cane yield and yield components. Pak J. Appl. Sci. 3 (4), 270–273 (2003).
-
Khan, N. U., Kabiraj, R. C., Alam, K. S. & Rahman, M. H. Ratooning potential of BSRI released latest sugarcane varieties in old Himalayan Piedmont plain soils. Bangladesh J. Sugarcane. 29, 115–119 (2007).
-
Hawkins, Douglas, M., Li, L. & Stanley, Y. S. Robust Singular Value Decomposition, National Institute of Statistical Sciences, Technical Report Number 122 (2001).
-
Bissessur, D., Chongm, L. C., Ramnawaz, C. & Ramdoyal, K. Analysing G x E interaction in sugar cane using the additive main effects and multiplicative interaction (AMMI) Model. Proceedings of the International Society of Sugar Cane Technologists 24, 506 – 11 (2001).
-
Kilic, H. Additive main effects and multiplicative interactions (AMMI) analysis of grain yield in barley genotypes across environments. J. Agric. Sci. 20 (4), 337–344 (2014).
-
Mohammadi, R. & Amri, A. Comparison of parametric and non-parametric methods for selecting stable and adapted durum wheat genotypes in variable environments. Euphytica 159, 419–432 (2008).
-
Ajay, B. C. et al. Evaluation of genotype × environment interaction and yield stability analysis in peanut under phosphorus stress condition using stability parameters of AMMI model. Agric. Res. 9, 477–486 (2020).
-
Farshadfar, E. Incorporation of AMMI stability value and grain yield in a single non-parametric index (GSI) in bread wheat. Pak J. Biol. Sci. 11, 1791 (2008).
-
Rea, R., Sousa-Vieira, D., Briceno, R., Diaz, A. & George, J. Simultaneous selection indices for yield and stability in sugarcane. Rev. Cienc. Agrícol. 37, 67–77 (2020).
-
Szareski, V. J. et al. Adaptability and stability of wheat genotypes according to the phenotypic index of seed Vigor. Pesq Agropec Bras. 53, 727–735 (2018).
-
Rosado, R. D. S. et al. Genetic parameters and simultaneous selection for adaptability and stability of Macaw palm. Sci. Hortic. 248, 291–296 (2019).
-
Alves, R. S. et al. Selection of Jatropha Curcas families based on Temporal stability and adaptability of genetic values. Ind. Crops Prod. 119, 290–293 (2018).
-
Anna Durai, C., Gopinath, K. & Mahadevaiah & Identification of early and mid-late maturing sugarcane varieties for Western region of Tamil Nadu. J. Sugarcane Res. 10, 32–42 (2020).
