TY  - JOUR
AU  - Mrvić, Vesna
AU  - Kostić Kravljanac, Ljiljana
AU  - Cakmak, Dragan
AU  - Sikiric, Biljana
AU  - Brebanović, Branka
AU  - Perović, Veljko
AU  - Nikoloski, Mile
PY  - 2011
UR  - http://rimsi.imsi.bg.ac.rs/handle/123456789/490
AB  - Main soil properties, contents, distribution and background limits of hot acid extractable forms of trace elements: Cd, Cr, Cu, Ni, Hg, Pb, Zn have been analysed in Branicevo Province in Eastern Serbia. Contents of selected trace elements are relatively low and exploratory data analyses (EDA graphs) show that elements have asymmetrical distribution and great dispersion. This primarily applies to Cu, Cd, Hg, which at same time, have similar distribution patterns. Branicevo Province comprises 8 smaller districts, and is characterized by highly heterogenic natural conditions, which additionally complicate assessment of background limits. Different methods (classical [Mean+2Sdev], [Median+2MAD], box-plot and CDF) have been used for the evaluation of background limits, and for some methods besides natural, logtransformed values have also been used (Sdev - standard deviation, MAD - median of the absolute deviations from the data's median, CDF cumulative probability plot). Values from [Median+2MAD] procedure have the lowest background limit, followed by the box-plot, while the classical method produces the highest background limits. Results for CDF, (where the background limits for all elements are approximately at cumulative 95%) are similar to those from logtransformed data of box-plot method (except for Cd and Ni). Thus, percentage of outliers in classical methods ranges from 1.1 to 4.2% for natural data (and 0.5-3.75 for logtransformed data), for box-plots method ranges from 0.8 to 11.0% (and 0.6-9.6%), and for [Median+2MAD] ranges from 3.4 to 22.0% (and from 1.4 to 15.8%). The smallest outliers percentage is for Cd, followed by Hg, than Cr and Ni, and it is higher for other elements. Outliers of Ni and Cr are most frequent in western disticts in Fluvisols of the Velika Morava River, Hg and Cd outliers are the commonest in the eastern district, while outliers of other elements are more evenly distributed. Since there is a statistically significant difference in distribution of trace elements per district, data have been arranged by homogeneous units, and then new, more realistic background limits have been determined.
PB  - Elsevier, Amsterdam
T2  - Journal of Geochemical Exploration
T1  - Pedogeochemical mapping and background limit of trace elements in soils of Branicevo Province (Serbia)
EP  - 25
IS  - 1-3
SP  - 18
VL  - 109
DO  - 10.1016/j.gexplo.2010.09.005
ER  - 

@article{
author = "Mrvić, Vesna and Kostić Kravljanac, Ljiljana and Cakmak, Dragan and Sikiric, Biljana and Brebanović, Branka and Perović, Veljko and Nikoloski, Mile",
year = "2011",
abstract = "Main soil properties, contents, distribution and background limits of hot acid extractable forms of trace elements: Cd, Cr, Cu, Ni, Hg, Pb, Zn have been analysed in Branicevo Province in Eastern Serbia. Contents of selected trace elements are relatively low and exploratory data analyses (EDA graphs) show that elements have asymmetrical distribution and great dispersion. This primarily applies to Cu, Cd, Hg, which at same time, have similar distribution patterns. Branicevo Province comprises 8 smaller districts, and is characterized by highly heterogenic natural conditions, which additionally complicate assessment of background limits. Different methods (classical [Mean+2Sdev], [Median+2MAD], box-plot and CDF) have been used for the evaluation of background limits, and for some methods besides natural, logtransformed values have also been used (Sdev - standard deviation, MAD - median of the absolute deviations from the data's median, CDF cumulative probability plot). Values from [Median+2MAD] procedure have the lowest background limit, followed by the box-plot, while the classical method produces the highest background limits. Results for CDF, (where the background limits for all elements are approximately at cumulative 95%) are similar to those from logtransformed data of box-plot method (except for Cd and Ni). Thus, percentage of outliers in classical methods ranges from 1.1 to 4.2% for natural data (and 0.5-3.75 for logtransformed data), for box-plots method ranges from 0.8 to 11.0% (and 0.6-9.6%), and for [Median+2MAD] ranges from 3.4 to 22.0% (and from 1.4 to 15.8%). The smallest outliers percentage is for Cd, followed by Hg, than Cr and Ni, and it is higher for other elements. Outliers of Ni and Cr are most frequent in western disticts in Fluvisols of the Velika Morava River, Hg and Cd outliers are the commonest in the eastern district, while outliers of other elements are more evenly distributed. Since there is a statistically significant difference in distribution of trace elements per district, data have been arranged by homogeneous units, and then new, more realistic background limits have been determined.",
publisher = "Elsevier, Amsterdam",
journal = "Journal of Geochemical Exploration",
title = "Pedogeochemical mapping and background limit of trace elements in soils of Branicevo Province (Serbia)",
pages = "25-18",
number = "1-3",
volume = "109",
doi = "10.1016/j.gexplo.2010.09.005"
}

Mrvić, V., Kostić Kravljanac, L., Cakmak, D., Sikiric, B., Brebanović, B., Perović, V.,& Nikoloski, M.. (2011). Pedogeochemical mapping and background limit of trace elements in soils of Branicevo Province (Serbia). in Journal of Geochemical Exploration
Elsevier, Amsterdam., 109(1-3), 18-25.
https://doi.org/10.1016/j.gexplo.2010.09.005

Mrvić V, Kostić Kravljanac L, Cakmak D, Sikiric B, Brebanović B, Perović V, Nikoloski M. Pedogeochemical mapping and background limit of trace elements in soils of Branicevo Province (Serbia). in Journal of Geochemical Exploration. 2011;109(1-3):18-25.
doi:10.1016/j.gexplo.2010.09.005 .

Mrvić, Vesna, Kostić Kravljanac, Ljiljana, Cakmak, Dragan, Sikiric, Biljana, Brebanović, Branka, Perović, Veljko, Nikoloski, Mile, "Pedogeochemical mapping and background limit of trace elements in soils of Branicevo Province (Serbia)" in Journal of Geochemical Exploration, 109, no. 1-3 (2011):18-25,
https://doi.org/10.1016/j.gexplo.2010.09.005 . .