Eurasian Journal of Soil Science
Volume 2, Issue 2, Oct 2013, Pages 82 - 89
Copyright © 2013 The authors and Federation of Eurasian Soil Science Societies
Probabilistic models of spatial fluctuations of edaphic properties in native soils in steppe zone of Western Siberia
Abstract
Fluctuations of properties in an individuum (pedon) of a chestnut soil under different use (virgin soil, unirrigated arable soil, and irrigated arable soil) were quantitatively evaluated. It was shown that these fluctuations make up to 20-40% of the property changeability in an elementary soil area. Probability distribution functions (pdf) with high p-values were considered as probabilistic models of soil properties. Analysis of pdf regularities gives clear and stable information about difference of soil properties in the soil volumes in space in soil horizons under agricultural impacts. Information divergences quantify these regularities. Analysis of entropy value highlighted the main tendency of agricultural impact – the tendency of outstanding decreasing quantity of various microconditions of soil, which is important change of edaphic factor.
Keywords
Soil, properties, fluctuation, pdf, information divergence, and statistical entropy
References
<p>All-Union Guidelines for Soil Survey and Compilation of Large-Scale Maps of Land Tenure, 1973. Moscow, Russia: Kolos.</p>
<p>Dmitriyev Ye. A., 2000. Mathematical Statistics in Soil Science. Moscow, Russia: Publishing Moscow University.</p>
<p>Gubarev, V.V., 1992. Probability models .Part 2. Novosibirsk, Russia: Publishing Novosibirsk State Technical University.</p>
<p>Lemeshko, B.Yu., 2005. Statistical Analysis of Univariant Observations of a Random Variable: a Program System. Novosibirsk, Russia: Publishing Novosibirsk State Technical University.</p>
<p>Mikheeva, I.V., 2001. Statistical Probability Models of Soil Properties (with Chestnut Soils of the Kulunda Steppe as an Example). Novosibirsk, Russia: Publishing Rossiyskoy Akademii Nauk</p>
<p>Mikheeva, I.V., 2004. Statistical Entropy as a Criterion for Estimation Evolution and Dynamics of Top Soil. Sibirskii Ekologicheskii Zhurnal 3, 445-454</p>
<p>Mikheeva, I.V., 2005. Statistical Probability evaluation of sustainability and variability of nature objects under modern processes (with Chestnut Soils of the Kulunda Steppe as an Example). Novosibirsk, Russia: Publishing Rossiyskoy Akademii Nauk.</p>
<p>Mikheeva, I.V., 2005. Spatial Fluctuations and Statistical Probability Distributions of Chestnut Soil Properties in the Kulunda Steppe. Eurasian Soil Science 38 (3), 278-288.</p>
<p>Mikheeva, I.V., 2009. Divergence of Probability Distributions of the Soil Properties as a Quantitative Characteristic of the Soil Cover Transformation. Contemporary Problems of Ecology 2(6), 667-670.</p>
Abstract
Fluctuations of properties in an individuum (pedon) of a chestnut soil under different use (virgin soil, unirrigated arable soil, and irrigated arable soil) were quantitatively evaluated. It was shown that these fluctuations make up to 20-40% of the property changeability in an elementary soil area. Probability distribution functions (pdf) with high p-values were considered as probabilistic models of soil properties. Analysis of pdf regularities gives clear and stable information about difference of soil properties in the soil volumes in space in soil horizons under agricultural impacts. Information divergences quantify these regularities. Analysis of entropy value highlighted the main tendency of agricultural impact – the tendency of outstanding decreasing quantity of various microconditions of soil, which is important change of edaphic factor.
Keywords: Soil, properties, fluctuation, pdf, information divergence, and statistical entropy
References
All-Union Guidelines for Soil Survey and Compilation of Large-Scale Maps of Land Tenure, 1973. Moscow, Russia: Kolos.
Dmitriyev Ye. A., 2000. Mathematical Statistics in Soil Science. Moscow, Russia: Publishing Moscow University.
Gubarev, V.V., 1992. Probability models .Part 2. Novosibirsk, Russia: Publishing Novosibirsk State Technical University.
Lemeshko, B.Yu., 2005. Statistical Analysis of Univariant Observations of a Random Variable: a Program System. Novosibirsk, Russia: Publishing Novosibirsk State Technical University.
Mikheeva, I.V., 2001. Statistical Probability Models of Soil Properties (with Chestnut Soils of the Kulunda Steppe as an Example). Novosibirsk, Russia: Publishing Rossiyskoy Akademii Nauk
Mikheeva, I.V., 2004. Statistical Entropy as a Criterion for Estimation Evolution and Dynamics of Top Soil. Sibirskii Ekologicheskii Zhurnal 3, 445-454
Mikheeva, I.V., 2005. Statistical Probability evaluation of sustainability and variability of nature objects under modern processes (with Chestnut Soils of the Kulunda Steppe as an Example). Novosibirsk, Russia: Publishing Rossiyskoy Akademii Nauk.
Mikheeva, I.V., 2005. Spatial Fluctuations and Statistical Probability Distributions of Chestnut Soil Properties in the Kulunda Steppe. Eurasian Soil Science 38 (3), 278-288.
Mikheeva, I.V., 2009. Divergence of Probability Distributions of the Soil Properties as a Quantitative Characteristic of the Soil Cover Transformation. Contemporary Problems of Ecology 2(6), 667-670.
How to cite
Mikheeva, I., 2013. Probabilistic models of spatial fluctuations of edaphic properties in native soils in steppe zone of Western Siberia. Eurasian J. Soil Sci. 2(2): 82 - 89.
Citation Styles
CLASSICAL
Mikheeva, I., 2013. Probabilistic models of spatial fluctuations of edaphic properties in native soils in steppe zone of Western Siberia. Eurasian J. Soil Sci. 2(2): 82 - 89.
APA
Mikheeva, I. (2013). Probabilistic models of spatial fluctuations of edaphic properties in native soils in steppe zone of Western Siberia Eurasian Journal of Soil Science, 2(2): 82 - 89.
MLA
Mikheeva, I. "Probabilistic models of spatial fluctuations of edaphic properties in native soils in steppe zone of Western Siberia" Eurasian Journal of Soil Science, 2.2 (2013)
TURABIAN
Mikheeva, I. "Probabilistic models of spatial fluctuations of edaphic properties in native soils in steppe zone of Western Siberia" Eurasian Journal of Soil Science, 2(Oct 2013):82 - 89
IEEE
I. Mikheeva. "Probabilistic models of spatial fluctuations of edaphic properties in native soils in steppe zone of Western Siberia" Eurasian J. Soil Sci., vol. 2, no. 2, pp. 82 - 89 (Oct 2013)
ISO690
MIKHEEVA, Irina Probabilistic models of spatial fluctuations of edaphic properties in native soils in steppe zone of Western Siberia. Eurasian Journal of Soil Science, (2013), 2.2:82 - 89
Export Citation
Plain Text · BibTeX · EndNote · RefMan
Author Information
Publication Information
- Issue published online: 15 Ekim 2013
- Article first published online: 21 Nisan 2013
- Manuscript Accepted: 10 Nisan 2013
- Manuscript Received: 13 Şubat 2013


