Model Parameterization: The Timing of Flowering in Soybean Accessions
- Authors: Novikova L.Y.1,2, Seferova I.V.2, Kozlov K.N.1
-
Affiliations:
- Peter the Great St. Petersburg Polytechnic University
- Vavilov All-Russian Institute of Plant Genetic Resources Federal Research Center
- Issue: Vol 63, No 6 (2018)
- Pages: 956-958
- Section: Complex Systems Biophysics
- URL: https://journals.rcsi.science/0006-3509/article/view/152813
- DOI: https://doi.org/10.1134/S0006350918060210
- ID: 152813
Cite item
Abstract
We developed regression and simulation models capable of forecasting the timing of flowering in nine early maturing soybean accessions. The genotype–environment interactions accounted for 6.3 and 15.9% of the variability of the planting–emergence and emergence–flowering periods, respectively. A simulation model for the development of phenophases under low temperature conditions showed the differences in the response of the soybean yield to temperature change. The approximation error was less than 10%, which is acceptable, indicating that the model is valid and can be used for crop yield forecasting.
About the authors
L. Yu. Novikova
Peter the Great St. Petersburg Polytechnic University; Vavilov All-Russian Institute of Plant Genetic Resources Federal Research Center
Author for correspondence.
Email: l.novikova@vir.nw.ru
Russian Federation, St. Petersburg, 195251; St. Petersburg, 190000
I. V. Seferova
Vavilov All-Russian Institute of Plant Genetic Resources Federal Research Center
Email: l.novikova@vir.nw.ru
Russian Federation, St. Petersburg, 190000
K. N. Kozlov
Peter the Great St. Petersburg Polytechnic University
Email: l.novikova@vir.nw.ru
Russian Federation, St. Petersburg, 195251
Supplementary files
