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ارزیابی سازگاری و پایداری عملکرد غده کلونهای جدید سیب‌زمینی با استفاده از روش‌های آماری چند متغیره | ||
| نهال و بذر | ||
| دوره 39، شماره 3، مهر 1402، صفحه 411-435 اصل مقاله (1.57 M) | ||
| نوع مقاله: مقاله پژوهشی | ||
| شناسه دیجیتال (DOI): 10.22092/spj.2024.366008.1362 | ||
| نویسندگان | ||
| احمد موسی پور گرجی* 1؛ داود حسن‌پناه2؛ خسرو پرویزی3؛ امیرهوشنگ جلالی4؛ رحیم احمدوند1 | ||
| 1دانشیار، موسسه تحقیقات اصلاح و تهیه نهال و بذر، سازمان تحقیقات، آموزش و ترویج کشاورزی، کرج، ایران. | ||
| 2دانشیار، مرکز تحقیقات و آموزش کشاورزی و منابع طبیعی استان اردبیل، سازمان تحقیقات، آموزش و ترویج کشاورزی، اردبیل، ایران. | ||
| 3دانشیار، مرکز تحقیقات و آموزش کشاورزی و منابع طبیعی استان همدان، سازمان تحقیقات، آموزش و ترویج کشاورزی، همدان، ایران. | ||
| 4استادیار، مرکز تحقیقات کشاورزی و منابع طبیعی استان اصفهان، سازمان تحقیقات، آموزش و ترویج کشاورزی، اصفهان، ایران. | ||
| چکیده | ||
| به منظور بررسی سازگاری و پایداری عملکرد غده کلون های جدید سیب زمینی، 19کلون برتر انتخابی به همراه چهار رقم آگریا، مارفونا، ساوالان و خاوران در قالب طرح بلوکهای کامل تصادفی با سه تکرار در دو سال 1394 و 1395 در پنج منطقه کرج، اردبیل، همدان، مشهد و اصفهان ارزیابی قرار شدند. تجزیة AMMI نشان داد، ژنوتیپها در محیطهای مختلف واکنش متفاوت داشتند و مجموع مربعات اثر متقابل ژنوتیپ× محیط 4/8برابر بزرگتر از مجموع مربعات ژنوتیپها بود. کلونهای,KSG81 ,KSG64 KSG300وKSG107 به همراه شاهد آگریا دارای پایداری عملکرد غده قابل قبولی بودند. تجزیه GGE Bi-plot مبتنی بر محیط نشان داد، مناطق اصفهان، اردبیل و همدان به ترتیب به منطقه ایدهال نزدیکتر بودند و کلونهای ,KSG23 KSG82 ، KSG31 ،KSG64 و KSG300 به ترتیب با میانگین عملکرد 30/71، 29/76، 29/38، 27 و 26/68کیلوگرم در کرت (9 متر مربع) برای کشت در مناطق هدف مناسبتر بودند. ضریب برتری نسبی کلونهای ,KSG23 ,KSG302 KSG81 و KSG107 به ترتیب 2/87، 6/98، 7/81و 12/49بود و از پایداری عملکرد غده خوبی برخوردار بودند. ضریب برتری نسبی کلونهای KSG31 ,KSG82 و KSG64 به ترتیب 18/07، 15/76و 13/67و تقریبا مشابه شاهد آگریا (17/22) بود و از لحاظ عملکرد غده نسبت به شاهد آگریا برتری داشتند. براساس سازگاری و پایداری عملکرد غده، کلونهای KSG302، KSG82 و KSG31 برای کاشت بهاره در مناطق مختلف کشور، کلونهای KSG23 وKSG57 جهت کشت در خراسان، کلونKSG81 جهت کشت در اصفهان و اردبیل و کلونهای KSG64 وKSG48 به ترتیب جهت کشت در همدان و اردبیل مناسب شناسایی شدند. | ||
| کلیدواژه‌ها | ||
| سیب‌زمینی؛ تعداد غده در بوته؛ عملکرد غده کل؛ عملکرد قابل فروش؛ انبارمانی | ||
| عنوان مقاله [English] | ||
| Assessment of Adaptability and Tuber Yield Stability of New Potato Clones Using Multivariate Statistical Methods | ||
| نویسندگان [English] | ||
| A. Mousapour Gorji1؛ D. Hasanpanah2؛ K. Parvizi3؛ A. H. Jalali4؛ R. Ahamadvand1 | ||
| 1Associate Professor, Seed and Plant Improvement Institute, Agricultural Research, Education and Extension Organization, Karaj. Iran. | ||
| 2Associate Professor, Ardabil Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education and Extension Organization, Ardabil, Iran. | ||
| 3Associate Professor, Hamadan Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education and Extension Organization, Hamadan, Iran. | ||
| 4Assistant Professor, Isfahan Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education and Extension Organization, Esfahan, Iran. | ||
| چکیده [English] | ||
| To study the adaptability and yield stability of 19 selected potato clones along with four cultivars, Agria, Marfona, Savalan and Khavaran a field experiment was carried out in randomized complete block design with three replications in five locations; Karaj, Ardabil, Hamadan, Esfahan and Mashhad, in 2015 and 2016. GGE Biplot based on environment scaling showed that Isfahan, Ardabil and Hamadan, respectively, were closer to the ideal location and KSG23, KSG82, KSG31, KSG64 and KSG300 clones with mean tuber yield of 30.71, 29.76, 29.38, 27 and 26.68 kg plot-1 (nine square meters), respectively, were more suitable for being grown in ideal areas. The relative superiority coefficient of KSG23, KSG302, KSG81 and KSG107 clones were 2.87, 6.98, 7.81 and 12.49, respectively, and they had relatively good tuber yield stability. The relative superiority coefficient of KSG31, KSG82 and KSG64 clones were 18.07, 15.76 and 13.67, respectively, and almost similar to the Agria control (17.22) and they were superior to the Agria (control) for tuber yield. AMMI analysis revealed that the genotypes reacted differently in different environments and the sum of squares of the genotype × environment interaction was 4.8 times larger than that of the genotypes. KSG81, KSG64, KSG300 and KSG107 clones, and cv. Agria (control) had reasonable tuber yield stability. Based on the adaptability and tuber yield stability, KSG302, KSG82 and KSG31 clones were identified suitable for spring planting in different regions of Iran, KSG23 and KSG57 for Khorasan, KSG64 and KSG48 for Hamadan and Ardabil, respectively, KSG81 for Isfahan and Ardabil. Keywords: Potato, tuber no. plant-1, total tuber yield, marketable yield, storability. Introduction Evaluation of genotype × environment interaction and selection of genotypes adapted to target environment is very important for plant breeders. Cultivars that have high yield stability and adaptability to different environments are suitable (Gauch and Zobel, 1988). The multivariate statistical methods are necessary to understand the different aspects of genotype × environment interaction (Gauch and Zobel, 1988). To develop potato cultivars with high adaptability and tuber yield stability for different target environment, it is very important to increase the tuber yield stability and consider genotype × environment interaction (Hajibarat, et al., 2023). The aim of this research was to investigate the adaptability and tuber yield stability of new potato clones in different major potato production regions in Iran, and to select the superior clones adapted to the target environments for being released as new commercial potato cultivars. Materials and Methods In this research, 19 selected potato clones along with Agria, Marfona, Savalan and Khavaran commercial cultivars were evaluated in randomized complete block design with three replications in five regions of Karaj, Ardabil, Hamadan, Mashhad and Isfahan in Iran in 2015 and 2016. Each plot consisted of two rows with between row spacing of 75 cm and within row spacing of 25 cm, 75 and 25 cm. Tuber yield and yield components were measured and recorded. The adaptability and tuber yield stability were investigated using multivariable AMMI, GGE Biplot, and the relative superiority coefficient models. Potato genotypes were grouped using cluster analysis. Analyses were performed using SAS and GenStat softwares. Results and Discussion Combined analysis of variance showed that the effects genotype and location on total tuber yield were significant at the 5% level. The effect of year, genotype × location, genotype × year and interaction on tuber total yield were significant at the 1% probably level. Significant effect of genotype and environment and their interactions on tuber yield of potato have been reported by Hajibarat, et al., (2023), Khan, et al., (2011), and Hassanpanah (2011). GGE Biplot analysis based on 10 environments (location and year) scaling showed that the first and second components explained 63.28% of the total variance. Ardabil 1 and 2, Isfahan 1 and 2, Hamadan 1 and Karaj 2 were closer to the ideal region and suitable for positive tuber yield selection. The results of GGE Biplot analysis for total tuber yield based on five environments (locations) scaling showed that the first and second components explained 58.13% of the total variance. Esfahan, Ardabil and Hamadan, respectively, were closer to the ideal region and suitable for positive tuber yield selection. Overall, two mega environments were identified for evaluating potato cultivars and clones. Mashhad 1 and 2 as one mega environment and Karaj 1 and 2, Ardabil 1 and 2, Isfahan 1 and 2 and Hamadan 1 and 2 were identified as another mega environment, which itself includes two smaller environments. The results of the scatter GGE Biplot based on mean tuber yield and coefficient of variation showed that the tuber yield and variance of clones KSG82, KSG23, KSG31, KSG64 and KSG300 were higher than the grand mean with mean tuber yield of 30.71, 29.76, 29.38, 27 and 26.68 kg plot-1 (9 square meters), respectively. The relative superiority coefficient of KSG23, KSG302, KSG81 and KSG107 clones were 2.87, 6.98, 7.81 and 12.49, respectively, and had good tuber yield stability. The relative superiority coefficient of KSG31, KSG82 and KSG64 clones were 18.07, 15.76 and 13.67, respectively, and almost similar to cv. Agria (17.22). The results of AMMI analysis showed that 50.7% of the total sum squares are assigned to environmental effect, 8.5% to genotypic effect, and 40.8% to genotype × environment interaction. The sum squares of the genotype × environment interaction was 4.8 times larger than the sum squares of genotype, which indicates the different genotypic responses in different environments. KSG81, KSG64, KSG300 and KSG107 clones along with cv. Agria (control) had reasonable tuber yield stability. In this research, genotypes with high tuber yield in each environment usually had lower tuber yiled stability. KSG302, KSG82, and KSG31 clones wee identified suitable for spring planting in different potato growing regions in Iran, KSG23 and KSG57 clones for cultivation in Khorasan, KSG64 and KSG48 clones for cultivation in Hamedan and Ardabil, respectively, and KSG81 clone for cultivation in Isfahan and Ardabil regions. Hajibarat, et al., (2023) also identified superior potato clones by using multivariate statistical models. References Gauch, H.G. and Zobel, R.W. 1988. Predictive and postdictive success of statistical analyses of yield trials. Theoretical and Applied Genetics, 76(1), pp.1-10. DOI: 10.1007/BF00288824 Hajibarat, Z., Saidi, A., Mousapour Gorji, A., Ghafari, M.R. and Zeinalabidini, M. 2023. Stability analysis of potato yield using AMMI and GGE biplot under water deficit. Iranian Journal of Horticultural Science and Technology, 24(1), pp.83-94 (in Persian). DOR: 20.1001.1.16807154.1402.24.1.7.2 Hassanpanah, D. 2011. Analysis of G × E interaction by using the additive main effects and multiplicative interaction (AMMI) in potato cultivars. African Journal of Biotechnology, 2(10), pp.154-158. DOI: 10.5897/AJB09.633 Khan, A.A., Jilani, M.S., Khan, M.Q. and Zubair, M. 2011. Effect of seasonal variation on tuber bulking rate of potato. The Journal of Animal and Plant Sciences, 21(1), pp.31-37. | ||
| کلیدواژه‌ها [English] | ||
| potato clone, quantitative and qualitative traits, stability and adaptability | ||
| مراجع | ||
|
Atlin, G.N., Baker, R.J., McRae, K.B. and Lu, X. 2000. Selection response in subdivided target regions. Crop Science, 40(1), pp.7-13. DOI: 10.2135/cropsci2000.4017
Cocks, P. 1995. Genotype × site interactions in seed production, hard seed breakdown and regeneration of annual medics (Medicago spp.) in west Asia. Journal of Agricultural Science-Cambridge, 125(2), pp.199-209. DOI: 10.1017/S002185960008432X
DeLacy, I.H., Cooper, M. and Basford, K.E. 1996. Relationships among analytical methods used to study genotype-by-environment interactions and evaluation of their impact on response to selection. Theoretical and Applied Genetics, 88(5), pp.561-72. DOI: 10.1007/ BF01240919
Ebdon, J.S. and Gauch, H.G. 2002. Additive main effect and multiplicative interaction analysis of national turfgrass performance trials: Interpretation of genotype x environment interaction. Crop Science, 42(2), pp.489-496. DOI: 10.2135/cropsci2002.4890
Gauch, H.G. and Zobel, R.W. 1988. Predictive and postdictive success of statistical analyses of yield trials. Theoretical and Applied Genetics, 76(1), pp.1-10. DOI: 10.1007/BF00288824
Gauch, H.G. and Zobel, R.W. 1996. Optimal replication in selection experiments. Crop Science, 36(4), pp.838-843. DOI: 10.2135/cropsci1996.0011183X003600040002x Hajibarat, Z., Saidi, A., Mousapour Gorji, A., Ghafari, M.R. and Zeinalabidini, M. 2023. Stability analysis of potato yield using AMMI and GGE biplot under water deficit. Iranian Journal of Horticultural Science and Technology, 24(1), pp.83-94 (in Persian). DOR: 20.1001.1.16807154.1402.24.1.7.2
Hasani, F., Moslemkhany, K., Tahernezhad, Z. and Jazayeri, M.R. 2020. Adaptation and yield stability evaluation of new potato genotypes using GGE biplot method. Journal of Crop Breeding, 12(35), pp.91-101 (in Persian). DOI: 10.52547/jcb.12.35.91
Hassanpanah, D. 2011. Analysis of G×E interaction by using the additive main effects and multiplicative interaction (AMMI) in potato cultivars. African Journal of Biotechnology, 2(10), pp.154-158. DOI: 10.5897/AJB09.633
Hassanpanah, D. and Hassanabadi, H. 2013. Investigating the stability of tuber yield, quantitative and qualitative traits of promising potato genotype in Ardabil region. Ecophysiology of Agricultural Plants journal, 22(2), pp.219-234 (in Persian).
Hassanpanah, D. and Hassanabadi, H. 2015. Investigation of quantitative and qualitative traits and interaction effect of genotype × year in 13 advanced potato genotypes using GGE bi-plot and AMMI models. Ecophysiology of Agricultural Plants journal, 30(2), pp.149-168 (in Persian).
Joshi, B.K., Gardner, R.G. and Panthee, D.R. 2011. GGE biplot analysis of tomato F1 hybrids evaluated across years for marketable fruit yield. Journal of Crop Improvement, 25(5), pp.488–496. DOI: 10.1080/15427528.2011.587138
Khan, A.A., Jilani, M.S., Khan, M.Q. and Zubair, M. 2011. Effect of seasonal variation on tuber bulking rate of potato. The Journal of Animal and Plant Sciences, 21(1), pp.31-37.
Lin, C.S. and Thompson, B. 1975. An empirical method of grouping genotypes based on a linear function of the genotype-environment interaction. Heredity, 34(2), pp.255-263. DOI: 10. 1038/hdy.1975.28 Mohammadi, R. and Amiri, A. 2012. Analysis of genotype × environment interaction in rain-fed durum wheat of Iran using GGE-biplot and non-parametric Methods. Canadian Journal of Plant Science, 92(4), pp.757–770. DOI: 10.4141/CJPS2011-133
Pérez, W., Salas, A., Raymundo, R., Huamán, Z., Nelson, R. and Bonierbale, M. 2001. Evaluation of wild potato species for resistance to late blight. Pp.49–62. In: CIP Program Report 1999–2000, Research on Potato, Lima, Peru. International Potato Center.
Perkinz, J.M. 1972. The principal component analysis of genotype environmental interactions and physical measures of the environment. Heredity, 29(1), pp.51-70. DOI: 10.1038/hdy.1972.64
Scavo, A., Mauromicale, G. and Ierna, A. 2023. Genotype × environment interactions of potato tuber quality characteristics by AMMI and GGE biplot analysis. Scientia Horticulturae, 310(6). 111750. DOI: 10.1016/j.scienta.2022.111750
Vada, M.E. 1994. Environmental Stress and its Impact on Potato Yield. Pp. 239-261. In: Bradshaw, J.E. and Mackay, G.R. (eds.) Potato genetics: CAB International. Wallingford, UK.
Yan, W. and Hunt, L.A. 2001. Interpretation of genotype × environment interaction for winter wheat yield in Ontario. Crop Science, 41(1), pp.19-25. DOI: 10.2135/cropsci2001 .41119x Yan, W. and Rajcan, I. 2002. Biplot analysis of test sites and trait relations of soybean in Ontario. Crop Science. 42(1), pp.11-20. DOI: 10.2135/cropsci2002.1100
Yan, W., Hunt, L.A., Sheng, Q. and Szlavnics, Z. 2000. Cultivar evaluation and mega-environment investigation based on the GGE biplot. Crop Science, 40(3), pp.597-605. DOI: 10.2135/cropsci2000.403597x
Yan. W., Kang, M.S., Woods, S., Ma. B. and Cornelius, P.L. 2007. GGE biplot vs. AMMI analysis of genotype-by-environment data. Crop Science, 47(2), pp.643-655. DOI: 10.2135/ cropsci2006.06.0374
Yue, G., Pereng, S.K., Walter, T.L., Wassom, G.E. and Liang, G.H. 1990. Stability analysis of yield in maize, wheat and sorghum and its implications in breeding programs. Plant Breeding, 104(1), pp.72-80. DOI: 10.1111/j.1439-0523.1990.tb00405.x | ||
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