Zastosowanie analizy danych złożonych (CDA) w geologii

• Autorzy: Labus K. , Labus M.

Warianty tytułu

EN

Implementation of compositional data analysis into geology

• Języki publikacji: PL

Abstrakty

PL

W artykule przedstawiono podstawowe założenia metody danych złożonych - Compositional Data Analysis. Metoda ta pozwala na statystyczną interpretację danych, w których wartości zmiennych sumują się do pewnej całości. Pokazano przykłady zastosowania metody CDA dla danych hydrogeologicznych oraz petrologicznych - w tym interpretację tych danych i ich wizualizację za pomocą diagramów trójkątnych. Specyfiką metody jest możliwość stosowania szeregu procedur przekształceń, np. amalgamacji danych, perturbacji, uwalniania i centrowania.

EN

The paper presents the principles of Compositional Data Analysis. This statistical method enables interpreting the data, being proportions of some whole. The two examples of implementation of this method were presented, with use of hydrogeological and petrographical data. The visaulisation by means of ternary diagrams is helpful for interpreting the results. The method is particularly featured by the possibility of appllication of a range of helpful manipulations, such as: amalgamation, perturbation, unconstraining and centering of data.

Słowa kluczowe

PL

analiza danych złożonych; chemizm wód podziemnych; porowatość skał

EN

Compositional Data Analysis; groudwater chemical composition; rock porosity

• Wydawca: Instytut Gospodarki Surowcami Mineralnymi i Energią PAN ; Komitet Zrównoważonej Gospodarki Surowcami Mineralnymi PAN
• Czasopismo: Gospodarka Surowcami Mineralnymi
• Rocznik: 2006
• Tom: T. 22, z. 2
• Strony: 39--52
• Opis fizyczny: Bibliogr. 22 poz., rys., wykr.

Twórcy

autor

Labus K.

autor

Labus M.

• Politechnika Śląska, Wydział Górnictwa i Geologii, Instytut Geologii Stosowanej, Gliwice

Bibliografia

• [1] Aitchison J., 1986 - The Statistical Analysis of Compositional Data, Monographs on Statistics and Applied Probability, Chapman and Hall, London.
• [2] Aitchison J., 2003a - A Concise Guide to Compositional Data Analysis. CDA Workshop, Girona.
• [3] Aitchison J., 2003b - The Statistical Analysis of Compositional Data, The Blackburn Press, New Jersey
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• [5] Aitchison J., Greenacre M., 2002 - Biplots of Compositional Data. Appl. Statist., 51, pp. 375-382.
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• [22] Tolosana-Delgado R., Palomera-Roman R., Gimeno-Torrente D., Pawlowsky-Glahn V., Thió-HenestrosaS., 2002 - A First Approach to Classification of Basalts Using Trace Elements, Terra Nostra, Schriften der Alfred-Wegener-Stiftung 04/2002, 8th Annual Conference of IAMG, pp. 435-440.