Method for estimation of pre-sowing soil moisture of winter wheat and suitable planting dates

Authors

  • Alexander Sadovski Bulgarian Science Center of the IEAS, Sofia, Bulgaria Author
  • Maria Ivanova ISSATT „N. Poushkarov“, Sofia, Bulgaria Author

Keywords:

winter wheat, soil moisture, climate data, homoclime, planting dates, fuzzy sets

Abstract

The pre-sowing soil moisture is a determining factor at the beginning of the growing season for winter wheat. The publication describes a method for its estimation based on meteorological and soil-physical information. The application of the method is illustrated with data from different locations and soils in the country. Also are investigated planting dates of winter wheat grown on the territory of selected USA states, which have similar homoclimates with Bulgaria. A simple solution approach was applied for the determination of suitable planting dates by solving a general fuzzy system of linear equations with mixed fuzzy crisp explanatory variables and fuzzy unknown variable vectors.

References

Diamond, P. (1988). Fuzzy least squares. Information Sciences, 46, 141-157.

Dilkova, R. (2014). Structure, Physical Properties аnd Aeration of Bulgarian Soils. Publish SciSet-Eco (Bg).

Elnesr, M. N., & Alazba, A. A. (2016). An integral model to calculate the growing degree-days and heat units, a spreadsheet application. Computers and Electronics in Agriculture, 124, 37-45.

Large, E. C. (1954). Growth stages in cereals. Plant Pathol. 3,128-129.

Mathesius K., & Lundy, M. (2020). Top dressing wheat: Growing degree models help optimize nitrogen application timing. ANR Blogs, UC Agriculture and Natural Resources.

MATLAB (2005). Function Reference. LU matrix factorization, The MathWorks, Inc.. http://matlab.izmiran.ru/help/techdoc/ref/lu.html

Meier, U. (ed). (2001). Growth stages of mono- and dicotyledonous plants. BBCH. Monograph, 2nd edition. Federal Biological Research Centre of Agriculture, Germany.

Miller, P., Lanier, W., & Brandt, S. (2018). Using Growing Degree Days to Predict Plant Stages. MT200103AG Reprinted 7/18, MSU Extension Service.

Mosleh, M., Abbasbandy, S. & Otadi, M. (2011). A method for solving fully fuzzy linear system. Mathematics Scientific Journal, 7(2), 2011, 59-70.

Nuttonson, M. Y. (1955). Wheat-climate relationships and the use of phenology in ascertaining the thermal and photo-thermal requirements of wheat. American Institute of Crop Ecology, Washington.

Prescot, J. A. (1938). The climate of tropical Australia in relation to possible agricultural occupation. Trans. Roy. Soc. S. Australia, 67, 312-318.

Sabeva, M., Stefanov, St., Hershkovich, E., Dilkov, D., Zhechev, P., & Markov, G. (1968). The nature of droughts and the changing irrigation regime of crops. Ed. BAS. Sofia (Bg).

Sacks, W. J., Deryng, D., Foley, J. A., & Ramankutty, N. (2010). Crop planting dates: an analysis of global patterns. Global ecology and biogeography, 19(5), 607-620.

Sadovski, A. (2019a). Solving Fuzzy Linear Regression with ST Decomposition. J. of Multidisciplinary Eng. Sci. and Technology, 6(3), 9615-9618. JMESTN 42352851

Sadovski, A. (2019). Detection of similar Homoclimates by Numerical Analysis. Bulgarian Journal of Soil Science, 4(1), 69-75.

Samodova, A. (2020). Influence of the period of sowing and the period of fertilizing on the elements of yield of durum wheat in the region of Pazardzhik. Rastenievadni nauki, 57(5) 3-7 (Bg).

Shahbandeh, M. (2020). Wheat - Statistics & Facts. https://www.statista.com/topics/1668/wheat/

USDA (2010). Field Crops Usual Planting and Harvesting Dates. Agricultural Handbook Number 628, p. 51.

World Bank (2020). Bulgaria 1991-2016. Climate change knowledge portal. https://climateknowledgeportal.worldbank.org/download-data (last accessed at 10.07.2020).

Zadeh, L .A. (1965). Fuzzy sets. Inf. Control, 8, 338–353.

Zimmermann, H. J. (1991). Fuzzy Set Theory and its Application. Kluwer Academic Press, Dordrecht, p. 407.

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Published

30-06-2021

How to Cite

Method for estimation of pre-sowing soil moisture of winter wheat and suitable planting dates. (2021). Bulgarian Journal of Soil Science, Agrochemistry and Ecology, 55(2), 47-59. https://agriacad.eu/ojs/index.php/bjssae/article/view/1618