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1.
J Environ Radioact ; 166(Pt 2): 403-411, 2017 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-27477915

RESUMO

The most dominant source of indoor radon is the underlying soil, so the enhanced levels of radon are usually expected in mountain regions and geology units with high radium and uranium content in surface soils. Laboratory for radioactivity and dose measurement, Faculty of Sciences, University of Novi Sad has rich databases of natural radionuclides concentrations in Vojvodina soil and also of indoor radon concentrations for the region of Vojvodina, Northern Province of Serbia. In this paper we present the results of correlative and multivariate analysis of these results and soil characteristics in order to estimate the geogenic radon potential. The correlative and multivariate analysis were done using Toolkit for Multivariate Analysis software package TMVA package, within ROOT analysis framework, which uses several comparable multivariate methods for our analysis. The evaluation ranking results based on the best signal efficiency and purity, show that the Boosted Decision Trees (BDT) and Multi Layer Preceptor (MLP), based on Artificial Neural Network (ANN), are multivariate methods which give the best results in the analysis. The BDTG multivariate method shows that variables with the highest importance are radio-nuclides activity on 30 cm depth. Moreover, the multivariate regression methods give a good approximation of indoor radon activity using full set of input variables. On several locations in the city of Novi Sad the results of indoor radon concentrations, radon emanation from soil, gamma spectrometry measurements of underlying soil and geology characteristics of soil were analyzed in detail in order to verify previously obtained correlations for Vojvodina soil.


Assuntos
Poluição do Ar em Ambientes Fechados/estatística & dados numéricos , Monitoramento de Radiação , Poluentes Radioativos do Solo/análise , Poluentes Radioativos do Ar/análise , Poluição do Ar em Ambientes Fechados/análise , Contaminação Radioativa do Ar , Radioisótopos/análise , Sérvia , Solo/química
2.
Radiat Prot Dosimetry ; 160(1-3): 62-4, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24707001

RESUMO

Radon time-series analysis, based on the short-term indoor radon measurements performed worldwide, shows two main periodicity: daily and seasonal. The information obtained from time series of the measured radon values is the results of the complex radon dynamics that arises from the influence of the large number of different parameters (the state of the indoor atmosphere (temperature, pressure and relative humidity, aerosol concentration), the exchange rate between indoor and outdoor air and so on). In this paper we considered daily radon variability in the underground low-background laboratory in Belgrade, Serbia. The results are originated from the radon time-series analysis based on the 3 y of the continuous short-term indoor radon measurements. At the same time, we obtained the time series of the temperature, pressure and relative humidity in the laboratory. We also tried to find the correlation between different time series.


Assuntos
Radiação de Fundo , Monitoramento de Radiação , Poluentes Radioativos/análise , Radônio/análise , Estações do Ano , Humanos , Laboratórios , Medição de Risco , Sérvia , Fatores de Tempo
3.
Radiat Prot Dosimetry ; 145(2-3): 155-8, 2011 May.
Artigo em Inglês | MEDLINE | ID: mdl-21459878

RESUMO

Measurements of radon concentration in the underground low-level laboratory in Belgrade, Serbia with a discrete sampling (T=2 h) have been performed. From July 2008 to July 2010, the time-series analysis was carried out. Also, the simultaneous measurements of meteorological parameters (temperature, atmospheric pressure and relative humidity) in the laboratory were done. The simultaneous monitoring of these parameters shows the correlation between temporal variations of radon concentration and meteorological parameters. Also, the radon time-series analysis has been used to study the possible correlation between the anomalous behaviour of the radon concentration and the local seismicity.


Assuntos
Poluentes Radioativos do Ar/análise , Monitoramento de Radiação , Radônio/análise , Humanos , Laboratórios , Sérvia , Fatores de Tempo
4.
Appl Radiat Isot ; 67(5): 719-22, 2009 May.
Artigo em Inglês | MEDLINE | ID: mdl-19231223

RESUMO

A simulation programme based on the Geant4 toolkit has been developed to simulate the coincident responses of a plastic scintillator and an HPGe detector to the cosmic-ray muons. The detectors are situated in a low-level underground laboratory (25 m.w.e). Primary positions, momentum directions and energies of the muons are sampled from the angular and energy distributions of the cosmic-ray muons at the shallow underground level. Obtained coincident spectra of both detectors are presented and discussed.


Assuntos
Método de Monte Carlo , Espectrometria gama/métodos , Simulação por Computador , Mésons , Contagem de Cintilação
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