Use of vegetation indices in wheat and millet breeding
https://doi.org/10.26897/0021-342X-2023-5-18-34
Abstract
The article presents an approach to data processing that extends critical indices of plant structural analysis by new characteristics of vegetation indices. The ability to detect differences in plant genotype usingvegetation indices was confirmed using common millet (Panicum miliaceum) as an example. The use of cluster analysis to group the tested breeding lines into clusters with optimal variety characteristics for further breeding work was demonstrated. In 2021…2023, practical results were obtained in the form of transferred new varieties of winter soft wheat (Triticum aestivum L.), standing out or having greater productivity in clusters with optimal parameters: Aist Orlovskiy, Zusha, Pamyati Katkova and Akvamarin. The conclusion is drawn on the promising use in the breeding process of groups with reduced tillering based on the variety sample Timiryazevskaya Odnostebel’naya. Promising breeding lines with highly productive ear based on the variety Ferruginum and new forms of Ferruginum and Milturum with high values of vegetative indices in combination with a complex of indicators characterizing yield and grain quality were revealed.
About the Authors
S. D. VilyunovRussian Federation
Sergey D. Vilyunov, Senior Research Associate, Head of the Laboratory “Digital Monitoring in Breeding and Seed Production”
10, b.1, Molodezhnaya Str., twp. Streletskiy, Oryol Region, 302502
V. S. Sidorenko
Russian Federation
Vladimir S. Sidorenko, CSc (Ag), Deputy Director for Breeding Work, Head of the Laboratory of Cereal Crops Breeding
10, b.1, Molodezhnaya Str., twp. Streletskiy, Oryol Region, 302502
N. A. Stepanova
Russian Federation
Natal’ya A. Stepanova, Senior Research Associate, Laboratory of Cereal Crops Breeding
10, b.1, Molodezhnaya Str., twp. Streletskiy, Oryol Region, 302502
M. A. Shaporova
Russian Federation
Matina A. Shaporova, post-graduate student, Senior Assistant, Laboratory of Cereal Crops Breeding
10, b.1, Molodezhnaya Str., twp. Streletskiy, Oryol Region, 302502
References
1. Kocherina, N.V. Introduction to the theory of ecological and genetic organization of quantitative traits of plants and the theory of selection indices / N.V.Kocherina, V.A.Dragavtsev ; Russian Academy of Agricultural Sciences, Agrophysical Research Institute. - Saint-Petersburg : NOU NPO Salesian Center "Don Bosco", 2008. - 87 с.
2. Filipchenko, Yu.A., Lepin, T.K. Genetics of soft wheat. - Moscow: Selkhozgiz. 1934 - 262 с.
3. Pylnev V.V. Laws of evolution of winter wheat as a result of selection: dissertation for the degree of Doctor of Biological Sciences: 06.01.05 - Breeding and seed production. / М., 1998. - 364 с.
4. Stepanova, N.A., Sidorenko, V.S., Starikova, J.V., Kostromicheva, V.A. Determination of productivity of spring soft wheat on the basis of selection indices / / / Cereals and cereals. - 2021. - № 3(39). - С. 91-96. - DOI 10.24412/2309-348X-2021-3-91-96.
5. Kurbanov, R.K. Justification of flight task parameters of an unmanned aircraft for multispectral aerial photography / R.K. Kurbanov, N.I. Zakharova // Agricultural machines and technologies. - 2022. - Т. 16, № 3. - С. 33-39. - DOI 10.22314/2073-7599-2022-16-3-33-39.
6. Kurbanov, R., Zakharova, N., Sidorenko, V., Vilyunov, S. (2022). The Use of Vegetation Indices in Comparison to Traditional Methods for Assessing Overwintering of Grain Crops in the Breeding Process. In: Hu, Z., Wang, B., Petoukhov, S., He, M. (eds) Advances in Artificial Systems for Power Engineering II. AIPE 2021. Lecture Notes on Data Engineering and Communications Technologies, vol 119. Springer, Cham. DOI 10.1007/978-3-030-97064-2_6
7. Rubets, V.S., Voronchikhina, I.N., Pylnev, V.V., Voronchikhin, V.V., Marenkova, A.G. Influence of meteorological conditions on the quality of spring wheat (Triticum L.) grain // Izvestia Timiryazevskaya agricultural academy. - 2021. - № 5. - С. 89-108. - DOI 10.26897/0021-342X-2021-5-89-108.
8. Vilyunov, S.D., Zotikov, V.I., Sidorenko, V.S., Starikova, J.V., Maltsev, A.A. Application of vegetation indices in selection of winter soft wheat. Grain legumes and cereals. 2022; 3(43):73-83.DOI: 10.24412/2309-348X-2022-3-73-83.
9.
Review
For citations:
Vilyunov S.D., Sidorenko V.S., Stepanova N.A., Shaporova M.A. Use of vegetation indices in wheat and millet breeding. IZVESTIYA OF TIMIRYAZEV AGRICULTURAL ACADEMY. 2023;(5):18-34. (In Russ.) https://doi.org/10.26897/0021-342X-2023-5-18-34