Alizadeh B, Rezaizad A, Yazdandoost Hamedani M, Shiresmaeili G, Nasserghadimi F, Khademhamzeh HR and Gholizadeh A. 2021. Analysis of genotype × environment interaction for seed yield in winter rapeseed cultivars and lines using multivariate method of additive main effects and multiplicative interaction. Journal of Crop Production and Processing, 11(1): 95-108. (In Persian). DOI: 10.47176/jcpp.11.1.36131.
Alizadeh B, Rezaizad A, Yazdandoost Hamedani M, Shiresmaeili G, Nasserghadimi F, Khademhamzeh HR and Gholizadeh A. 2022. Genotype × environment interactions and simultaneous selection for high seed yield and stability in winter rapeseed (Brassica napus) multi-environment trials. Agricultural Research, 11(2): 185-196. DOI: 10.1007/s40003-021-00565-9.
Alizadeh B, Yazdandust Hamedani M, Rezaei Zad A, Azizinia S, Khiyavi M, Shirani Rad AH, Javidfar F, Pasban Eslam B, Mostafavi Rad M, Shariati F, Rahmanpour Ozan S, Alem Khumaram MH, Majd Nasiri B, Amiri Oghan A and Zareei Siahbidi A. 2019. Nima, new winter oilseed rape variety for cultivation in the cold and moderately cold regions of Iran. Research Achievements for Field and Horticulture Crops, 8:61-76. (In Persian). DOI: 10.22092/rafhc.2019.114653.1102.
Amiri Oghan H, Rameeh V, Faraji A, Fanaei H.R, Kazerani NK and Rahmanpour S. 2020. Evaluation of seed yield stability of spring rapeseed genotypes using GGE biplot analysis. Seed and Plant Journal, 36: 207-222. (In Persian). DOI:
10.22092/sppi.2020.123205.
Da Cruz DP, de Amaral Gravina G, Vivas M, Entringer G.C, Rocha RS, da Costa Jaeggi MEP, Gravina LM, Pereira IM, do Amaral Junior AT, and de Moraes R. 2020. Analysis of the phenotypic adaptability and stability of strains of cowpea through the GGE Biplot approach. Euphytica, 216: 1-11. DOI: 10.1007/s10681-020-02693-9.
Dallo SC, Zdziarski AD, Woyann LG, Milioli AS, Zanella R, Conte J and Benin G. 201). Across year and year-by-year GGE biplot analysis to evaluate soybean performance and stability in multi-environment trials. Euphytica, 215: 1-12. DOI: 10.1007/s10681-019-2438-x.
Dehghani MR, Majidi MM, Mirlohi A and Saeidi G. 2016. Integrating parametric and non-parametric measures to investigate genotype× environment interactions in tall fescue. Euphytica, 208: 583-596. DOI: 10.1007/s10681-015-1611-0.
Dezfouli PM, Sedghi M, Shariatpanahi ME, Niazian Mand Alizadeh B. 2019. Assessment of general and specific combining abilities in doubled haploid lines of rapeseed (Brassica napus L.). Industrial Crops and Products, 141: 111754. DOI: 10.1016/j.indcrop.2019.111754.
Gerrish BJ, Ibrahim AM, Rudd JC, Neely C and Subramanian NK. 2019. Identifying mega-environments for hard red winter wheat (Triticum aestivum L.) production in Texas. Euphytica, 215: 1-9. DOI: 10.1007/s10681-019-2448-8.
Ghaffari M, Gholizadeh A, Andarkhor SA, Zareei Siahbidi A, Kalantar Ahmadi SA, Shariati F and Rezaeizad A. 2021. Stability and genotype × environment analysis of oil yield of sunflower single cross hybrids in diverse environments of Iran. Euphytica, 217(10): 187. DOI: 10.1007/s10681-021-02921-w.
Ghazvini H, Bagherikia S, Pour-Aboughadareh A, Sharifalhossaini M, Razavi SA, Mohammadi S, GhasemiKalkhoran M, Fathihafshejani A and Khakizade G. 2022. GGE biplot analysis of promising barley lines in the cold regions of Iran. Journal of Crop Improvement, 36(4): 461-472. DOI:
10.1080/15427528.2021.1977448.
Gholizadeh A and Khodadadi M. 2023. Graphic analysis of genotype, environment and genotype × environment interaction for oil yield in coriander. Environmental Stresses in Crop Sciences, 16(2): 277-289. (In Persian) DOI:
10.22077/escs.2022.4491.2029.
Gholizadeh A, Khodadadi M and Sharifi-Zagheh A. 2022. Evaluation of genotype × environment interaction for essential oil yield of coriander genotypes under different irrigation conditions using GGE biplot method. Environmental Stresses in Crop Sciences, 15(1): 43-52. (In Persian) DOI:
10.22077/escs.2020.3574.1878.
Hamidou M, Souleymane O, Ba MN, Danquah EY, Kapran I, Gracen V and Ofori K. 2019. Identification of stable genotypes and genotype by environment interaction for grain yield in sorghum (Sorghum bicolor L. Moench). Plant Genetic Resources, 17: 81-86. DOI: 10.1017/S1479262118000382.
Hemmati I, Pourdad SS and Choukan R. 2018. Studying the genotype × environment interaction under different conditions of moisture stress using graphical GGE biplot analysis in synthetic varieties of sunflower (Helianthus annuus L.). Environmental Stresses in Crop Sciences, 11: 471-480. (In Persian) DOI: 10.22077/escs.2017.633.1124.
Jafari T and Farshadfar E. 2018. Stability analysis of bread wheat genotypes (Triticum aestivum L.) by GGE biplot. Cereal Research, 8: 199-208. (In Persian) DOI: 10.22124/c.2018.6232.1243.
Jia C, Wang F, Yuan J, Zhang Y, Zhao Z, Abulizi B, Wen X, Kang M and Tang F. 2020. Screening and comprehensive evaluation of rice (Oryza sativa L. subsp. japonica Kato) germplasm resources for nitrogen efficiency in Xinjiang, China. Plant Genetic Resources, 18: 179-189. DOI: 10.1017/S1479262120000118.
Mahdavi AM, Babaeian Jelodar N, Farshadfar E and Bagheri N. 2022. Study of grain yield stability of bread wheat genotypes using non-parametric method and GGE biplot. Environmental Stresses in Crop Sciences, 15(2): 287-298. (In Persian) DOI:
10.22077/escs.2020.3527.1871.
Majidian P, Masoudi B, Hezarjeribi E, Razmi N, Peyghamzadeh K and Gholizadeh A. 2024. Deciphering genotype-by-environment interaction in new soybean lines based on multiple traits using different adaptability and stability methods. Food Science and Nutrition, 12(5): 3295-3308. DOI: 10.1002/fsn3.3996.
Nowosad K, Liersch A, Popławska W and Bocianowski J. 2016. Genotype by environment interaction for seed yield in rapeseed (Brassica napus L.) using additive main effects and multiplicative interaction model. Euphytica, 208: 187-194. DOI: 10.1007/s10681-015-1620-z.
Pourdad SS and Jamshidi Mohjadam M. 2013. Study on genotype × environment interaction through GGE biplot for seed yield in spring rapeseed (Brassica Napus L.) in rain-fed condition. Journal of Crop Breeding, 5: 1-13. (In Persian) DOI: 20.1001.1.22286128.1392.5.12.1.1.
Roodi D, Ghodrati G, Kazerani N and Masoudi B. 2022. Investigation the yield stability of brassica genotypes (Brassica spp.) under drought dtress by using statistical parameters and GGE biplot graphical methods. Journal of Crop Breeding, 14(42): 138-147. (In Persian) DOI: 10.52547/jcb.14.42.138.
SAS Institute Inc. 2011. SAS/STAT user’s guide, second edition. SAS institute Inc, cary, Nc.
SPSS Inc. 2010. SPSS 20. Users Guied. Chicago, USA.
Sserumaga JP, Oikeh SO, Mugo S, Asea G, Otim M, Beyene Y, Abalo G and Kikafunda J. 2016. Genotype by environment interactions and agronomic performance of doubled haploids testcross maize (Zea mays L.) hybrids. Euphytica, 207: 353-365. DOI: 10.1007/s10681-015-1549-2.
Taleghani D and Saremirad A. 2022. Investigation of genotype-environment interaction effect on sugar yield and determination of stability of sugar beet (
Beta vulgaris L.) hybrids. Journal of Crop Breeding, 14(44): 103-118. (In Persian) DOI:
10.52547/jcb.14.44.103.
Temesgen M, Alamerew S and Eticha F. 2015. GGE biplot analysis of genotype by environment interaction and grain yield stability of bread wheat genotypes in south east Ethiopia. World Journal of Agricultural Sciences, 11: 183-190. DOI: 197680673.
Vaezi B, Pour-Aboughadareh A, Mohammadi R, Armion M, Mehraban A, Hossein-Pour T and Dorii M. 2017. GGE biplot and AMMI analysis of barley yield performance in Iran. Cereal Research Communications, 45: 500-511. DOI: 10.1556/0806.45.2017.019.
Yan W, Hunt L, Sheng Q and Szlavnics Z. 2000. Cultivar evaluation and mega-environment investigation based on the GGE biplot. Crop Science, 40: 597-605. DOI: 10.2135/cropsci2000.403597x.
Yan W and Kang MS. 2003. GGE biplot analysis: A graphical tool for breeders, geneticists and agronomists. CRC Press, Boca Raton, FL, USA. DOI: 9780367454791.