Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone

Tadele Tadesse; Gashaw Sefera; Belay Asmare; Amanuel Teklaign

doi:doi:10.11648/j.cbe.20180303.11

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Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone

Tadele Tadesse, Gashaw Sefera, Belay Asmare, Amanuel Teklaign

Published in Chemical and Biomolecular Engineering (Volume 3, Issue 3)

Received: 3 September 2018 Accepted: 14 September 2018 Published: 15 October 2018

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Abstract

Genotypes–environment interaction was studied for grain yield of seventeen large speckled bean genotypes at Goro, Ginnir and Dellomena in the midlands of Bale zone for two consecutive years 2016 to 2017 main cropping season. Randomized complete block design with four replications was used for this study. Plot size of 6.4m2 (4 rows at 40cm spacing and 4m long) was used at all the tested locations. Yield stability is one of the setbacks facing plant breeders in developing widely adapted varieties with superior yield. The present study was carried out to investigate theeffect of genotype by environment (GxE) on the yield stability of speckled common bean using seventeen genotypes in six environments (Locations x years combination). The combined analysis of variance for mean grain yield revealed that highly significant variation for year, environment, genotypes, and Genotype by environment interaction. It revealed that 34.16% of the total variation was attributed to environment effect followed by genotypes 11.84%, and genotypes by environment interaction 2.97%. On the other hand the AMMI analysis for the grain yield revealed that 69.75% of the variation was due to environment effect followed by Genotypes (24.18) and GE (6.07%). AMMI 1 component explained 61.64% of the total interaction sum squares whereas AMMI 2 accounted for 38.36% of the variation. Of the tested genotypes G5 and G11 showed consistent stability across the testing environments showing slop value close to unity and deviation from regression near to zero with high mean grain yield. Therefore, these two genotypes were identified as candidate varieties to be verified in the coming cropping season for the possible releases in the midlands of bale zone and similar agro-ecologies.

Published in	Chemical and Biomolecular Engineering (Volume 3, Issue 3)
DOI	10.11648/j.cbe.20180303.11
Page(s)	17-21
Creative Commons	This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited.
Copyright	Copyright © The Author(s), 2024. Published by Science Publishing Group

Keywords

AMMI, Common Bean, GSI, Stability

References

[1]	Annicchiarico P. 2002. Genotype x environment interactions: challenges and opportunities for plant breeding and cultivar recommendations. FAO Plant Production and Protection Paper 174, FAO, Rome.
[2]	Arke A, Zeleke F, and Amsalu B. 2016. AMMI and GGE Models Analysis of Stability and GEI of Common Bean (Phaseolus vulgaris L.)Lines in Ethiopia. Journal of Biology, Agriculture and Healthcare. 6(9): 127-135
[3]	Asfaw A, T. Assefa, B. Amsalu, K. Negash, F. Alemayehu, and F. Grum. 2008. Adaptation and Yield Stability of small Red Bean Elite Lines in Ethiopia. International J. of Plant Breed. and Genet., 2(2): 51-63.
[4]	Babarmanzoor A, Tariq MS, Ghulam A and Muhammad A. 2009. Genotype × environment interaction for seed yield in Kabuli Chickpea (CicerarietinumL.) genotypes developed through mutation breeding. Pak J Bot 41(4): 1883-1890
[5]	Bajpai PK and Prabhakaran VT. 2000 A new procedure of simultaneous selection for high yielding and stable crop genotypes. Indian J Genet 60: 141-146
[6]	Basford KE, Cooper M. 1998. Genotype x environment interactions and some considerations of their implications for wheat breeding in Australia. Australian Journal of Agricultural Research 49:153-174.
[7]	Carbonell SAM, AzevedoFilho JA, Dias LAS, Garcia AAF. 2004. Common bean cultivars and lines interactions with environments. Sci. Agric. 61: 169-177.
[8]	Central Statistical Agency (CSA). 2014. Agricultural sample survey. Report on area and production of crop (private peasant holdings, meher season). vol. 1, CSA, Addis Abeba.
[9]	Chandra S, Sohoo MS, and Singh KP. 1974 Genotype-environment interaction for yield in ram. J Res 8: 165-168 Crossa J (1990) Statistical analysis of multi-location trials.
[10]	Coimbra JLM, Carvalho FIF, Hemp S and Silva SA. 1999. Adaptability and phenotypic stability of collor bean genotypes (Phaseolus vulgaris L.) in three different environments. Cienc. Rural 29: 441-448.
[11]	Crossa J, Fox PN, Pfeiffer WH, Rajaram S, and Gauch HG. 1991. AMMI adjustment for statistical analysis of an international wheat yield trial. Theor. Appl. Genet 81:27-37.
[12]	Dashiell KE, Ariyo OJ and Bello L. 1994 Genotype x environment interaction and simultaneous selection for high yield and stability in soybeans (Glycine max (L.) Men:). Ann ApplBiol 124: 133-139
[13]	Eskridge KM. 1990. Selection of stable cultivars using a safety-first rule. Crop Sci 30: 369-374
[14]	Ebdon, JS, Gauch HG. 2002. Additive main effect and multiplicative interaction analysis of national turfgrass performance trials: I. Interpretation of genotype x environment interaction. Crop Sci. 42: 489-496. Gauch, H. G., 2006. Statistical analysis of yield trials by AMMI and GGE. Crop Sci. 46: 1488-1500
[15]	Farshadfar E, Mahmodi N, and Yaghotipoor A. 2011. AMMI stability value and simultaneous estimation of yield and yield stability in bread wheat (Triticumaestivum L.). AJCS 5(13):1837-1844
[16]	Farshadfar E. 2008. Incorporation of AMMI stability value and grain yield in a single non-parametric index (GSI) in bread wheat. Pak J BiolSci 11(14): 1791-1796
[17]	Farshadfar E and Sutka J. 2006. Biplot analysis of genotype-environment interaction in durum wheat using the AMMI model. ActaAgron Hung 54(4): 459–467
[18]	Farshadfar E, Sutka J. 2003. Locating QTLs controlling adaptation in wheat using AMMI model. Cereal Res. Commun. 31:249-254.
[19]	Gauch HG. 2006. Statistical analysis of yield trials by AMMI and GGE. Crop Sci. 46:1488-1500.
[20]	GauchHG, and Zobel RW. 1988. Predictive and postdictive success of statistical analyses of yield trials. Theor. Applied Genet. 76: 1-10.
[21]	Gauch HG and ZobelRW. 1996. AMMI Analysis of Yield Trials. In: Kang MS, Gauch HG eds) Genotype by environment Ineraction. CRC Press. Boca Raton, FL.
[22]	Gauch HG, Piepho PH, and Annicchiarico P. 2008. Statistical analysis of yield trials by AMMI and GGE: further considerations. Crop Sci. 48: 866-889.
[23]	Kang MS. 1993. Simultaneous selection for yield and stability in crop performance trials: Consequences for growers. Agron J 85: 754-757
[24]	Mekbib F. 2003. Yield stability in common bean (Phaseolus vulgaris L.) genotypes. Euph. 130: 147-153.
[25]	Mohammadi R, Abdulahi A, Haghparast R and Armion M. 2007. Interpreting genotype- environment interactions for durum wheat grain yields using non-parametric methods. Euphytica 157: 239–251
[26]	MohammadiR, and Amri A. 2008. Comparison of parametric and non-parametric methods for selecting stable and adapted durum wheat genotypes in variable environments. Euphytica 159: 419–432
[27]	Namaratu H, Miranda GV, Souza LV, Oliveira LR, and Delima RO. 2009. Comparing biplot multivariate analysis with Eberhart and Rusell method for genotype x environmentinteraction. Crop Breeding and Applied Biotechnology, 9: 299-307.
[28]	Pham HN and Kang MS. 1988. Interrelationships among repeatability of several stability statistics estimated from international maize trials. Crop sci., 28, 925-928
[29]	Pereira HS, Melo LC, Faria LC, Peloso MJD. 2009. Adaptability and stability of common bean genotypes with carioca grain type for central Brazil. PesquisaAgropecu. Bras. 44: 29-37.
[30]	]Pereira HS, Melo LC, Peloso MJD, and Faria LC. 2011. Complex interaction between genotypes and sowing seasons of carioca common bean in Goiás/Distrito Federal. Crop Breed. Appl. Biotechnol. 11: 207-215. Pham, H. N. and Kang, M. S. 1988. Interrelationships among and repeatability ofseveral stability statistics estimated from international maize trials. Crop Science 28: 925-928.
[31]	Purchase JL, Hatting H. 2000. Genotype x environment interaction of winter wheat (Triticumaestivum L.) in South Africa: I. AMMI analysis of yield performance. S. Afr. 1. Plant Soil, 17(3):95-100.
[32]	RaoAR, and Prabhakaran VT. (2005. Use of AMMI in simultaneous selection of genotypes for yield and stability. IndSocAgril Statist 59(1): 76-82
[33]	Ribeiro N., Souza JF, Antunes IF and Poersch NL. 2009. Yield stability of common bean cultivars of different commercial groups in Rio Grande do Sul State. Bragantia68: 339-346.
[34]	Samonte S, Wilson LT, McClung AM, and Medley JC. 2005. Targeting cultivars onto rice growing environments using AMMI and SREG GGE biplot analysis. Crop Sci. 45: 2414-2424.
[35]	TameneT, and Tadesse S. 2014. Sites Regression GGE Biplot Analysis of Haricot Bean (Phaseolus vulgaris L.) Genotypes in three Contrasting Environments. World Journal of Agricultural Research, Vol. 2( 5), 228-236
[36]	Torga PP, Melo PGS, Pereira HS, Faria LC. 2013. Interaction of common beans cultivars of the black group with years, locations and sowing seasons. Euphytica 189: 239-248
[37]	Yan W, and Hunt LA. 2001. Interpretation of genotype x environment interaction for winter wheat yield in Ontario. Crop Sci 41: 19-25
[38]	Yan, W, Kang MS, and Woods MB. 2007. GGE biplot vs. AMMI analysis of genotype-by-environment data. Crop Sci. 47: 643-653.

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APA Style

Tadele Tadesse, Gashaw Sefera, Belay Asmare, Amanuel Teklaign. (2018). Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone. Chemical and Biomolecular Engineering, 3(3), 17-21. https://doi.org/10.11648/j.cbe.20180303.11

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ACS Style

Tadele Tadesse; Gashaw Sefera; Belay Asmare; Amanuel Teklaign. Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone. Chem. Biomol. Eng. 2018, 3(3), 17-21. doi: 10.11648/j.cbe.20180303.11

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AMA Style

Tadele Tadesse, Gashaw Sefera, Belay Asmare, Amanuel Teklaign. Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone. Chem Biomol Eng. 2018;3(3):17-21. doi: 10.11648/j.cbe.20180303.11

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@article{10.11648/j.cbe.20180303.11,
  author = {Tadele Tadesse and Gashaw Sefera and Belay Asmare and Amanuel Teklaign},
  title = {Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone},
  journal = {Chemical and Biomolecular Engineering},
  volume = {3},
  number = {3},
  pages = {17-21},
  doi = {10.11648/j.cbe.20180303.11},
  url = {https://doi.org/10.11648/j.cbe.20180303.11},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.cbe.20180303.11},
  abstract = {Genotypes–environment interaction was studied for grain yield of seventeen large speckled bean genotypes at Goro, Ginnir and Dellomena in the midlands of Bale zone for two consecutive years 2016 to 2017 main cropping season. Randomized complete block design with four replications was used for this study. Plot size of 6.4m2 (4 rows at 40cm spacing and 4m long) was used at all the tested locations. Yield stability is one of the setbacks facing plant breeders in developing widely adapted varieties with superior yield. The present study was carried out to investigate theeffect of genotype by environment (GxE) on the yield stability of speckled common bean using seventeen genotypes in six environments (Locations x years combination). The combined analysis of variance for mean grain yield revealed that highly significant variation for year, environment, genotypes, and Genotype by environment interaction. It revealed that 34.16% of the total variation was attributed to environment effect followed by genotypes 11.84%, and genotypes by environment interaction 2.97%. On the other hand the AMMI analysis for the grain yield revealed that 69.75% of the variation was due to environment effect followed by Genotypes (24.18) and GE (6.07%). AMMI 1 component explained 61.64% of the total interaction sum squares whereas AMMI 2 accounted for 38.36% of the variation. Of the tested genotypes G5 and G11 showed consistent stability across the testing environments showing slop value close to unity and deviation from regression near to zero with high mean grain yield. Therefore, these two genotypes were identified as candidate varieties to be verified in the coming cropping season for the possible releases in the midlands of bale zone and similar agro-ecologies.},
 year = {2018}
}

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TY  - JOUR
T1  - Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone
AU  - Tadele Tadesse
AU  - Gashaw Sefera
AU  - Belay Asmare
AU  - Amanuel Teklaign
Y1  - 2018/10/15
PY  - 2018
N1  - https://doi.org/10.11648/j.cbe.20180303.11
DO  - 10.11648/j.cbe.20180303.11
T2  - Chemical and Biomolecular Engineering
JF  - Chemical and Biomolecular Engineering
JO  - Chemical and Biomolecular Engineering
SP  - 17
EP  - 21
PB  - Science Publishing Group
SN  - 2578-8884
UR  - https://doi.org/10.11648/j.cbe.20180303.11
AB  - Genotypes–environment interaction was studied for grain yield of seventeen large speckled bean genotypes at Goro, Ginnir and Dellomena in the midlands of Bale zone for two consecutive years 2016 to 2017 main cropping season. Randomized complete block design with four replications was used for this study. Plot size of 6.4m2 (4 rows at 40cm spacing and 4m long) was used at all the tested locations. Yield stability is one of the setbacks facing plant breeders in developing widely adapted varieties with superior yield. The present study was carried out to investigate theeffect of genotype by environment (GxE) on the yield stability of speckled common bean using seventeen genotypes in six environments (Locations x years combination). The combined analysis of variance for mean grain yield revealed that highly significant variation for year, environment, genotypes, and Genotype by environment interaction. It revealed that 34.16% of the total variation was attributed to environment effect followed by genotypes 11.84%, and genotypes by environment interaction 2.97%. On the other hand the AMMI analysis for the grain yield revealed that 69.75% of the variation was due to environment effect followed by Genotypes (24.18) and GE (6.07%). AMMI 1 component explained 61.64% of the total interaction sum squares whereas AMMI 2 accounted for 38.36% of the variation. Of the tested genotypes G5 and G11 showed consistent stability across the testing environments showing slop value close to unity and deviation from regression near to zero with high mean grain yield. Therefore, these two genotypes were identified as candidate varieties to be verified in the coming cropping season for the possible releases in the midlands of bale zone and similar agro-ecologies.
VL  - 3
IS  - 3
ER  -

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Author Information

Tadele Tadesse

Oromia Agriculture Research Institute, Sinana Agriculture Research Center, Bale-Robe, Ethiopia
Gashaw Sefera

Oromia Agriculture Research Institute, Sinana Agriculture Research Center, Bale-Robe, Ethiopia
Belay Asmare

Oromia Agriculture Research Institute, Sinana Agriculture Research Center, Bale-Robe, Ethiopia
Amanuel Teklaign

Oromia Agriculture Research Institute, Sinana Agriculture Research Center, Bale-Robe, Ethiopia

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APA Style

Tadele Tadesse, Gashaw Sefera, Belay Asmare, Amanuel Teklaign. (2018). Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone. Chemical and Biomolecular Engineering, 3(3), 17-21. https://doi.org/10.11648/j.cbe.20180303.11

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ACS Style

Tadele Tadesse; Gashaw Sefera; Belay Asmare; Amanuel Teklaign. Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone. Chem. Biomol. Eng. 2018, 3(3), 17-21. doi: 10.11648/j.cbe.20180303.11

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AMA Style

Tadele Tadesse, Gashaw Sefera, Belay Asmare, Amanuel Teklaign. Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone. Chem Biomol Eng. 2018;3(3):17-21. doi: 10.11648/j.cbe.20180303.11

Copy | Download

@article{10.11648/j.cbe.20180303.11,
  author = {Tadele Tadesse and Gashaw Sefera and Belay Asmare and Amanuel Teklaign},
  title = {Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone},
  journal = {Chemical and Biomolecular Engineering},
  volume = {3},
  number = {3},
  pages = {17-21},
  doi = {10.11648/j.cbe.20180303.11},
  url = {https://doi.org/10.11648/j.cbe.20180303.11},
  eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.cbe.20180303.11},
  abstract = {Genotypes–environment interaction was studied for grain yield of seventeen large speckled bean genotypes at Goro, Ginnir and Dellomena in the midlands of Bale zone for two consecutive years 2016 to 2017 main cropping season. Randomized complete block design with four replications was used for this study. Plot size of 6.4m2 (4 rows at 40cm spacing and 4m long) was used at all the tested locations. Yield stability is one of the setbacks facing plant breeders in developing widely adapted varieties with superior yield. The present study was carried out to investigate theeffect of genotype by environment (GxE) on the yield stability of speckled common bean using seventeen genotypes in six environments (Locations x years combination). The combined analysis of variance for mean grain yield revealed that highly significant variation for year, environment, genotypes, and Genotype by environment interaction. It revealed that 34.16% of the total variation was attributed to environment effect followed by genotypes 11.84%, and genotypes by environment interaction 2.97%. On the other hand the AMMI analysis for the grain yield revealed that 69.75% of the variation was due to environment effect followed by Genotypes (24.18) and GE (6.07%). AMMI 1 component explained 61.64% of the total interaction sum squares whereas AMMI 2 accounted for 38.36% of the variation. Of the tested genotypes G5 and G11 showed consistent stability across the testing environments showing slop value close to unity and deviation from regression near to zero with high mean grain yield. Therefore, these two genotypes were identified as candidate varieties to be verified in the coming cropping season for the possible releases in the midlands of bale zone and similar agro-ecologies.},
 year = {2018}
}

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TY  - JOUR
T1  - Application of AMMI for Grain Yield Stability Analysis in Large Speckled Bean Genotypes Grown in Midlands of Bale Zone
AU  - Tadele Tadesse
AU  - Gashaw Sefera
AU  - Belay Asmare
AU  - Amanuel Teklaign
Y1  - 2018/10/15
PY  - 2018
N1  - https://doi.org/10.11648/j.cbe.20180303.11
DO  - 10.11648/j.cbe.20180303.11
T2  - Chemical and Biomolecular Engineering
JF  - Chemical and Biomolecular Engineering
JO  - Chemical and Biomolecular Engineering
SP  - 17
EP  - 21
PB  - Science Publishing Group
SN  - 2578-8884
UR  - https://doi.org/10.11648/j.cbe.20180303.11
AB  - Genotypes–environment interaction was studied for grain yield of seventeen large speckled bean genotypes at Goro, Ginnir and Dellomena in the midlands of Bale zone for two consecutive years 2016 to 2017 main cropping season. Randomized complete block design with four replications was used for this study. Plot size of 6.4m2 (4 rows at 40cm spacing and 4m long) was used at all the tested locations. Yield stability is one of the setbacks facing plant breeders in developing widely adapted varieties with superior yield. The present study was carried out to investigate theeffect of genotype by environment (GxE) on the yield stability of speckled common bean using seventeen genotypes in six environments (Locations x years combination). The combined analysis of variance for mean grain yield revealed that highly significant variation for year, environment, genotypes, and Genotype by environment interaction. It revealed that 34.16% of the total variation was attributed to environment effect followed by genotypes 11.84%, and genotypes by environment interaction 2.97%. On the other hand the AMMI analysis for the grain yield revealed that 69.75% of the variation was due to environment effect followed by Genotypes (24.18) and GE (6.07%). AMMI 1 component explained 61.64% of the total interaction sum squares whereas AMMI 2 accounted for 38.36% of the variation. Of the tested genotypes G5 and G11 showed consistent stability across the testing environments showing slop value close to unity and deviation from regression near to zero with high mean grain yield. Therefore, these two genotypes were identified as candidate varieties to be verified in the coming cropping season for the possible releases in the midlands of bale zone and similar agro-ecologies.
VL  - 3
IS  - 3
ER  -

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