Literature DB >> 16793182

Classification of soil samples according to their geographic origin using gamma-ray spectrometry and principal component analysis.

Snezana Dragović1, Antonije Onjia.   

Abstract

A principal component analysis (PCA) was used for classification of soil samples from different locations in Serbia and Montenegro. Based on activities of radionuclides ((226)Ra, (238)U, (235)U, (40)K, (134)Cs, (137)Cs, (232)Th and (7)Be) detected by gamma-ray spectrometry, the classification of soils according to their geographical origin was performed. Application of PCA to our experimental data resulted in satisfactory classification rate (86.0% correctly classified samples). The obtained results indicate that gamma-ray spectrometry in conjunction with PCA is a viable tool for soil classification.

Mesh：

Substances：

Year:  2006        PMID： 16793182     DOI： 10.1016/j.jenvrad.2006.05.002

Source DB:  PubMed          Journal:  J Environ Radioact        ISSN： 0265-931X            Impact factor:   2.674


  9 in total

1.  Exploratory data analysis in the study of 7Be present in atmospheric aerosols.

Authors:  F Piñero García; M A Ferro García; J Drożdżak; C Ruiz-Samblás
Journal:  Environ Sci Pollut Res Int       Date:  2012-03-13       Impact factor: 4.223

2.  Effective dose estimation and lifetime cancer mortality risk assessment from exposure to Chernobyl 137Cs on the territory of Belgrade City and the region of Vojvodina, Serbia.

Authors:  Vesna Spasić-Jokić; Ljubica Zupunski; Ljiljana Janković; Vojin Gordanić
Journal:  Environ Sci Pollut Res Int       Date:  2011-04-05       Impact factor: 4.223

3.  Radioactivity levels and heavy metals in the urban soil of Central Serbia.

Authors:  B Milenkovic; J M Stajic; Lj Gulan; T Zeremski; D Nikezic
Journal:  Environ Sci Pollut Res Int       Date:  2015-06-20       Impact factor: 4.223

4.  Tools based on multivariate statistical analysis for classification of soil and groundwater in Apulian agricultural sites.

Authors:  Pierina Ielpo; Riccardo Leardi; Giuseppe Pappagallo; Vito Felice Uricchio
Journal:  Environ Sci Pollut Res Int       Date:  2016-10-29       Impact factor: 4.223

5.  Cancer risk assessment after exposure from natural radionuclides in soil using Monte Carlo techniques.

Authors:  Ljubica Zupunski; Vesna Spasić-Jokić; Mirjana Trobok; Vojin Gordanić
Journal:  Environ Sci Pollut Res Int       Date:  2010-05-25       Impact factor: 4.223

6.  Radionuclides in the soil around the largest coal-fired power plant in Serbia: radiological hazard, relationship with soil characteristics and spatial distribution.

Authors:  Mirjana Ćujić; Snežana Dragović; Milan Đorđević; Ranko Dragović; Boško Gajić; Šćepan Miljanić
Journal:  Environ Sci Pollut Res Int       Date:  2015-02-26       Impact factor: 4.223

7.  Time-dependent multivariate and spectroscopic characterisation of oil residue in Niger Delta soil.

Authors:  Nnamdi David Menkiti; Chukwuemeka Isanbor; Olusegun Ayejuyo; Louis Korbla Doamekpor; Emmanuel Osei Twum
Journal:  RSC Adv       Date:  2022-04-22       Impact factor: 4.036

8.  Geochemical and radionuclide profile of Tuzla geothermal field, Turkey.

Authors:  Alper Baba; Ozan Deniz; Hasan Ozcan; Serap F Erees; S Ziya Cetiner
Journal:  Environ Monit Assess       Date:  2007-11-17       Impact factor: 2.513

9.  Soil type recognition as improved by genetic algorithm-based variable selection using near infrared spectroscopy and partial least squares discriminant analysis.

Authors:  Hongtu Xie; Jinsong Zhao; Qiubing Wang; Yueyu Sui; Jingkuan Wang; Xueming Yang; Xudong Zhang; Chao Liang
Journal:  Sci Rep       Date:  2015-06-18       Impact factor: 4.379
  9 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.