Preview

Proceedings of the National Academy of Sciences of Belarus. Agrarian Series

Advanced search

Mathematical model of agricultural crop yield

https://doi.org/10.29235/1817-7204-2021-59-3-304-318

Abstract

Theoretical basis for presenting research results in agricultural science is mathematical statistics and probability theory using empirical forms of generalization of experimental data. To improve the methods of planning field experiment and processing its data using digital technologies, we proposed to use mathematical modeling based on physical principle of balance of cause-and-effect interactions in a closed physical system as a priority option. When analyzing impact of environmental factors on crop yields, the initial provisions, the mathematical modeling of the crop yield is based, on are not associated with characteristics of crops and natural conditions, therefore, the model options are universal in application and are valid for any agricultural crop, regardless of the region of cultivation. To ensure statistically correct digital information, based on the established forms of mathematical model, the field experiment layout aimed at establishing the dependence of the crop yield on yield-forming factors should include at least 4 options for nutritional levels (NPK) with a research duration of at least 4 years. To check the accuracy of the developed crop yield model, the data of independent field experiments of Professor N.N. Semenenko with barley and winter triticale has been used. It has been determined that, in Belarus, yield-forming factors, as a result of their impact on the grain yield, are arranged in the following decreasing sequence: total dose of applied NPK º the amount of precipitation during the active phases of growing season → air temperature for the same period. Calculations have shown that decrease in the number of yield-forming factors taken into account in the mathematical model from three (food, moisture and heat) to two (food and moisture) reduces the accuracy of calculating the grain crop yield insignificantly.

About the Author

A. P. Likhatsevich
The Institute of Land Reclamation, the National Academy of Sciences of Belarus
Belarus

Anatoly P. Likhatsevich - Corresponding Member, D.Sc. (Engineering), Professor

153 M. Bogdanovicha Str., 220040 Minsk



References

1. Krasovskii G. I., Filaretov G.F. Planning an experiment. Minsk, Publishing house of the Belarusian State University, 1982. 302 p. (in Russian).

2. Aver’yanov S. F., Shabanov V.V. Some mathematical models of the plant-environment system. Fizicheskoe i matematicheskoe modelirovanie v melioratsii [Physical and mathematical modeling in land reclamation]. Moscow, 1973, pp. 293- 295 (in Russian).

3. Balakai G.T. Scientific bases of soybean cultivation on irrigated lands of the North Caucasus. Abstract of Ph.D. diss. acad. Novocherkassk, 2000. 51 p. (in Russian).

4. Tkacheva O.A. Differentiated irrigation regimes and fertilization rates for cabbage on ordinary chernozems of the Rostov region. Abstract of Ph.D. diss. Novocherkassk, 2001. 24 p. (in Russian).

5. Tsekoeva F.K. Rationalization of water use in the irrigation systems of North Ossetia in the conditions of limited resources. Abstract of Ph.D. diss. Novocherkassk, 2001. 24 p. (in Russian).

6. Gribanova M.G. Technology of apple irrigation in the conditions of limited resources. Abstract of Ph.D. diss. Novocherkassk, 2001. 26 p. (in Russian).

7. Matiev A.K. Differentiated regimes of irrigation and mineral nutrition of corn on ordinary chernozems of the foothill zone of the Republic of Ingushetia. Abstract of Ph.D. diss. Novocherkassk, 2006. 24 p. (in Russian).

8. Sukharev V.I. Water balance and nature conservation substantiation of reclamation measures in agricultural landscapes of the Central Black Earth region. Abstract of Ph.D. diss. Kursk, 2006. 45 p. (in Russian).

9. Zhikharev A.G. Irrigation regime and fertilization of soybeans in the conditions of the Volga-Don interfluve of the Volgograd region. Abstract of Ph.D. diss. Volgograd, 2009. 25 p. (in Russian).

10. Zueva I.N. Agrobiological features of rice cultivation with sprinkling in the south of the Amur region. Abstract of Ph.D. diss. Volgograd, 2009. 20 p. (in Russian).

11. Davydov I.A. Differentiated regime of irrigation and water consumption of eggplant in the conditions of the VolgaDon interfluve. Abstract of Ph.D. diss. Volgograd, 2009. 23 p. (in Russian).

12. Makovkina L.N. Irrigation regimes and fertilization doses to obtain the planned yield of onions on light chestnut soils of the Volga-Don interfluve. Abstract of Ph.D. diss. Volgograd, 2009. 23 p. (in Russian).

13. Donguzova Yu. V. Buckwheat irrigation regime in stubble crops on light chestnut soils of the Volga-Don interfluve. Abstract of Ph.D. diss. Volgograd, 2009. 23 p. (in Russian).

14. Masharova O.V. Regime of irrigation and fertilization of eggplants during sprinkler irrigation on light chestnut soils of the Volga-Don interfluve. Abstract of Ph.D. diss. Volgograd, 2011. 23 p. (in Russian).

15. Shentseva E.V. Improvement of agricultural technology for growing eggplant with drip irrigation using tunnel shelters for early production. Abstract of Ph.D. diss. Saratov, 2012. 22 p. (in Russian).

16. Bogdanenko M.P. Technology of cultivation of seedling onions with drip irrigation in the Lower Volga region. Abstract of Ph.D. diss. Saratov, 2012. 23 p. (in Russian).

17. Valge A. M., Papushin E. A., Perekopskiy A.N. Mathematical modeling of cropping power in perennial grasses. Vestnik Rossiiskoi akademii sel’skokhozyaistvennykh nauk [Bulletin of the Russian Academy of Agricultural Sciences], 2013, no. 5, pp. 8-10 (in Russian).

18. Proshkin V.A. Simulation of the efficiency of mineral fertilizers on the basis of agrochemical soil properties. Agrokhimiya [Agrochemistry], 2012, no. 7, pp. 16-27 (in Russian).

19. Semenenko N.N. Peat-bog soils of Polesie: transformation and ways of effective use. Minsk, Belaruskaya navuka Publ., 2015. 282 p. (in Russian).

20. Stepuro M.F. Application of methods of mathematical modelling in estimation of fertilizer systems and optimization of mineral nutrition of table beet. Ovoshchevodstvo: sbornik nauchnykh trudov = Vegetable growing: collection of scientific papers. Minsk, 2012, vol. 20, pp. 245-254 (in Russian).

21. Stepuro M.F. Use of mathematical simulation methods for optimization of carrots fertilizing system. Kartofel’ i ovoshchi = Potato and Vegetables, 2013, no. 1, pp. 19-21 (in Russian).

22. Topazh A. G., Lekomtsev P. V., Pasynkov A. V., Pukhovskiy A.V. Abnormal forms of the response “fertilizer - productivity”: field experiments and simulation analysis. Izvestiya Timiryazevskoi sel’skokhozyaistvennoi akademii = Izvestiya of Timiryazev Agricultural Academy, 2015, iss. 2, pp. 15-28 (in Russian).

23. Ushakova E.V. Technological methods of cultivation of various varieties of soybeans with drip irrigation in arid conditions of the Lower Volga region. Abstract of Ph.D. diss. Saratov, 2015. 23 p. (in Russian).

24. Shapovalov N. K., Soldat I.E. Mathematical modeling of the process on produtsionnym sugar beet. Dostizheniya nauki i tekhniki APK = Achievements of Science and Technology of AIC, 2013, no. 2, pp. 29-31 (in Russian).

25. Akulinina M.A. Drip irrigation of cucumber in the dry steppe zone of light chestnut soils of the Lower Volga region. Abstract of Ph.D. diss. Volgograd, 2010. 23 p. (in Russian).

26. Martynova A.A. Improvement of agrotechnical methods of carrot cultivation on light chestnut soils of the Lower Volga region. Abstract of Ph.D. diss. Volgograd, 2010. 19 p. (in Russian).

27. Vakhonin N.K. Conceptual bases of yield modeling in the decision–making system concerning water regime regulation. Melioratsiya [Land Reclamation], 2014, no. 2 (72), pp. 7-15 (in Russian).

28. Vakhonin N.K. Yield modeling in the system of precision farming. Melioratsiya [Land Reclamation], 2015, no. 1 (73), pp. 131-136 (in Russian).

29. Dmitrenko V.P. Assessment of the influence of air temperature and precipitation on yield formation of the main grain crops. Leningrad, Gidrometeoizdat Publ., 1976. 49 p. (in Russian).

30. Likhatsevich A.P. Mathematical simulation for improvement of reliability of evaluation of the field agronomic experiment results. Vestsі Natsyyanal’nai akademіі navuk Belarusi. Seryya agrarnykh navuk = Proceedings of the National Academy of Sciences of Belarus. Agrarian series, 2018, vol. 56, no. 3, pp. 321-334 (in Russian). https://doi.org/10.29235/1817-7204-2018-56-3-321-334

31. Likhatsevich A.P. Modeling the effect of controlled environmental factors on crop yield. Vestsі Natsyyanal’nai akademіі navuk Belarusi. Seryya agrarnykh navuk = Proceedings of the National Academy of Sciences of Belarus. Agrarian series, 2016, no. 4, pp. 65-78 (in Russian).


Review

Views: 863


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 1817-7204 (Print)
ISSN 1817-7239 (Online)