Assessing natural and anthropogenic impact on soil chemistry using principal component analysis for compositional data (CROSBI ID 612771)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Ivanišević, Danijel ; Halamić, Josip ; Peh, Zoran
engleski
Assessing natural and anthropogenic impact on soil chemistry using principal component analysis for compositional data
For the purpose of this study, two surface soil samples (0-5 and 5-10 cm) were collected on each of the 36 regular grid locations around the fertiliser plant in Kutina, Croatia. Samples were analysed on chemical composition and statistically processed using principal component analysis. Concentrations of chemical elements are a typical example of compositional data. Such data form simplex space which has different properties than Euclidean space. Accordingly, data have to be properly transformed so that standard statistical methods can be safely applied. In this paper, efficiency of log and isometric log- ratio transformation in principal component analysis was tested. It was shown how compositional data methodology can improve the results of analysis and provide new possibilities in interpretation and determination of the associations of chemical elements and observations.
compositional data ; principal component analysis ; soil ; geochemistry ; fertilizer plant Petrokemija
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Podaci o prilogu
45-52.
2014.
objavljeno
Podaci o matičnoj publikaciji
Geomathematics - from theory to practice
Cvetković, Marko ; Novak Zelenika, Kristina ; Geiger, János
Zagreb: Hrvatsko geološko društvo
978-953-95130-8-3
Podaci o skupu
6th Croatian-Hungarian and 17th Hungarian geomathematical congress
predavanje
21.05.2014-23.05.2014
Opatija, Hrvatska