Uneingeschränkter Zugang

Principal component analysis for functional data on grain yield of winter wheat cultivars


Zitieren

Abramowitz M., Stegun I.A. (1965): Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables. Dover Publications.10.1063/1.3047921Search in Google Scholar

Allard R.W., Bradshaw A.D. (1964): Implications of genotype-environmental in­teractions in applied plant breeding. Crop Sci. 4: 503-508.10.2135/cropsci1964.0011183X000400050021xSearch in Google Scholar

Anderson W.K. (2010): Closing the gap between actual and potential yield of rainfed wheat. The impacts of environment, management and cultivar. Field Crops Research 116: 14-22.10.1016/j.fcr.2009.11.016Search in Google Scholar

Annicchiarico P. (2002a): Defining adaptation strategies and yield stability tar­gets in breeding programmes. In: Kang M.S. (Ed.). Quantitative genetics, genomics and plant breeding. CABI, Wallingford, UK: 165-183.10.1079/9780851996011.0365Search in Google Scholar

Annicchiarico P. (2002b): Genotype-environment interactions: challenges and op­portunities for plant breeding and cultivar recommendations. FAO Plant Pro­duction and Protection Paper No. 174. Food and Agriculture Organization, Rome.Search in Google Scholar

Annicchiarico P., Bellah F., Chiari T. (2006a): Repeatable genotype-location in­teraction and its exploitation by conventional and GIS-based cultivar recom­mendation for durum wheat in Algeria. Eur. J. Agron. 24: 70-81.10.1016/j.eja.2005.05.003Search in Google Scholar

Annicchiarico P., Russi L., Piano E., Veronesi F. (2006b): Cultivar adaptation across Italian locations in four turfgrass species. Crop Sci. 46: 264-272.10.2135/cropsci2005.0047Search in Google Scholar

Annicchiarico P., Iannucci A. (2008): Adaptation strategy, germplasm type and adaptive traits for field pea improvement in Italy based on variety responses across climatically contrasting environments. Field Crops Res. 108: 133-142.10.1016/j.fcr.2008.04.004Search in Google Scholar

Annicchiarico P., Chiapparino E., Perenzin M. (2010): Response of common wheat varieties to organic and conventional production systems across Italian loca­tions, and implications for selection. Field Crops Res. 116: 230-238.10.1016/j.fcr.2009.12.012Search in Google Scholar

Basford K.E., Cooper M. (1998): Genotype x environment interactions and some considerations of their implications for wheat breeding in Australia. Austr. J. Agric. Res. 49: 153-174.Search in Google Scholar

Braun H.J., Rajaram S., van Ginkel M. (1996): CIMMYT’s approach to breeding for wide adaptation. Euphytica 92: 175-183. 10.1007/BF00022843Search in Google Scholar

de la Vega A.J., Chapman S.C. (2006): Defining sunflower selection strategies for a highly heterogeneous target population of environments. Crop Sci. 46: 136-144.10.2135/cropsci2005.0170Search in Google Scholar

Dencic S., Mladenov N., Kobiljski B. (2011): Effects of genotype and environment on breadmaking quality in wheat. Int. J. Plant Prod. 5: 71-82.Search in Google Scholar

Gauch H.G. (1992): Statistical analysis of regional yield trials. AMMI analysis of factorial designs. Elsevier Science, New York.Search in Google Scholar

Gauch H.G. (2006): Statistical analysis of yield trials by AMMI and GGE. Crop Sci. 46: 1488-1500.10.2135/cropsci2005.07-0193Search in Google Scholar

Gauch H.G., Piepho H.P., Annicchiarico P. (2008): Statistical analysis of yield trials by AMMI and GGE: Further considerations. Crop Sci. 48: 866-889.10.2135/cropsci2007.09.0513Search in Google Scholar

Gauch H.G., Zobel R.W. (1997): Identifying mega-environments and targeting genotypes. Crop Sci. 37: 311-326.10.2135/cropsci1997.0011183X003700020002xSearch in Google Scholar

Ghaderi A., Adams M.W., Saettler A.W. (1982): Environmental response patterns in commercial classes of common bean (Phaseolus vulgaris L.). Theor. Appl. Genet. 63: 17-22.Search in Google Scholar

Górecki T., Krzysko M. (2012): A kernel version of functional principal compo­nents analysis, Statistics in Transition, 13(3): 559-568.Search in Google Scholar

Karonski M. (1973): On a definition of cluster and pseudocluster for multivariate normal populations. In: Proceedings of the 39th Session of the International Statistical Institute. Vienna: 523-528.Search in Google Scholar

Kozak M. (2010a): Use of parallel coordinate plots in multi-response selection of interesting genotypes. Commun. Biometry Crop Sci. 5: 83-95.Search in Google Scholar

Kozak M. (2010b): Comparison of three types of G x E performance plot for showing and interpreting genotypes’ stability and adaptability. Int. J. Plant Prod. 5: 71-82.Search in Google Scholar

Kruskal J.B. (1956): On the shortest spanning subtree of a graph and the traveling salesman problem. In: Proceedings of American Mathematical Society 7: 48­50.10.1090/S0002-9939-1956-0078686-7Search in Google Scholar

Lillemo M., van Ginkel M., Trethowan R.M., Hernandez E., Crossa J. (2005): Differential adaptation of CIMMYT bread wheat to global high temperature environments. Crop Sci. 45: 2443-2453.10.2135/cropsci2004.0663Search in Google Scholar

Prim R.C. (1957) Shortest connection networks and some generalizations. Bell System Technical Journal 36: 1389-1401.10.1002/j.1538-7305.1957.tb01515.xSearch in Google Scholar

R Core Team (2013): R: A language and environment for statistical comput­ing. R Foundation for Statistical Computing, Vienna, Austria. http://www. <http://www.R-project.org>R-project.org <http://www.R-project.org>.Search in Google Scholar

Ramsay J.O., Wickham H., Graves S., Hooker G. (2012): fda: Functional Data Analysis. R package version 2.3.2. http://CRAN.R-project.org/package= <http://CRAN.R-project.org/package=fda>fda <http://CRAN.R-project.org/package=fda>.Search in Google Scholar

Ramsay J.O., Silverman B.W. (2005): Functional Data Analysis, Second Edition, Springer.10.1007/b98888Search in Google Scholar

Rane J., Pannu R.K., Sohu V.S., Saini R.S., Mishra B., Shoran J., Crossa J., Vargas M., Joshi A.K. (2007): Performance of yield and stability of advanced wheat genotypes under heat stress environments of the Indo-Gangetic Plains. Crop Sci. 47: 1561-1573.10.2135/cropsci2006.07.0479Search in Google Scholar

Rodriguez M., Rau D., Papa R., Attene G. (2008): Genotype by environment interactions in barley (Hordeum vulgare L.): different responses of lan- draces, recombinant inbred lines and varieties to Mediterranean environment. Euphytica 163: 231-247.10.1007/s10681-007-9635-8Search in Google Scholar

Singh R.P., Huerta-Espino J., Sharma R., Joshi A.K.,Trethowan R. (2007): High yielding spring bread wheat germplasm for global irrigated and rainfed pro­duction systems. Euphytica 157: 351-363.10.1007/s10681-006-9346-6Search in Google Scholar

Sivapalan S., O’Brien L., Ortiz-Ferrera G., Hollamby G.J., Barclay I., Martin P.J. (2000): An adaptation analysis of Australian and CIMMYT/ICARDA wheat germplasm in Australian production environments. Aust. J. Agric. Res. 51: 903-915.Search in Google Scholar

Trethowan R., Crossa J. (2007): Lessons learnt from forty years of international spring bread wheat trials. Euphytica 157: 385-390.10.1007/s10681-006-9330-1Search in Google Scholar

Trethowan R.M., van Ginkel M., Rajaram S. (2002): Progress in breeding wheat for yield and adaptation in global drought affected environments. Crop Sci. 42: 1441-1446.10.2135/cropsci2002.1441Search in Google Scholar

Ulukan H. 2008. Agronomic adaptation of some field crops: a general approach. J. Agron. Crop Sci. 194: 169-179.10.1111/j.1439-037X.2008.00306.xSearch in Google Scholar

Yan W., Hunt L.A. (1998): Genotype by environment interaction and crop yield. Plant Breed. Rev. 16: 135-179.Search in Google Scholar

Yan W., Kang M.S., Ma B., Woods S., Cornelius P.L. (2007): GGE biplot vs. AMMI analysis of genotype-by-environment data. Crop Sci. 47: 643-655.10.2135/cropsci2006.06.0374Search in Google Scholar

Yang R.C., Crossa J., Cornelius P.L., Burgueno J. (2009): Biplot analysis of genotype x environment interaction: Proceed with caution. Crop Sci. 49: 1564-1576.10.2135/cropsci2008.11.0665Search in Google Scholar

Zhang Y., He Z., Zhang A., van Ginkel M., Ye G. (2006): Pattern analysis on grain yield of Chinese and CIMMYT spring wheat cultivars grown in China and CIMMYT. Euphytica 147: 409-420. 10.1007/s10681-005-9038-7Search in Google Scholar

ISSN:
1896-3811
Sprache:
Englisch
Zeitrahmen der Veröffentlichung:
2 Hefte pro Jahr
Fachgebiete der Zeitschrift:
Biologie, Bioinformatik, andere, Mathematik, Wahrscheinlichkeitstheorie und Statistik, Angewandte Mathematik