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Pregled bibliografske jedinice broj: 905682

IMPACTO DE FATORES METEOROLÓGICOS SOBRE AS CONCENTRAÇÕES DE OZÔNIO MODELADOS POR ANÁLISE DE SÉRIES TEMPORAIS E MÉTODOS ESTATÍSTICOS MULTIVARIADOS


de Souza, A.; Santos, D.A.S.; Aristone, F.; Kovač-Andrić, E.; Matasović, B.; Pires, J.C.
IMPACTO DE FATORES METEOROLÓGICOS SOBRE AS CONCENTRAÇÕES DE OZÔNIO MODELADOS POR ANÁLISE DE SÉRIES TEMPORAIS E MÉTODOS ESTATÍSTICOS MULTIVARIADOS // HOLOS, 5 (2017), 1; 2-16c doi:10.15628/holos.2017.5033 (podatak o recenziji nije dostupan, članak, ostalo)


Naslov
IMPACTO DE FATORES METEOROLÓGICOS SOBRE AS CONCENTRAÇÕES DE OZÔNIO MODELADOS POR ANÁLISE DE SÉRIES TEMPORAIS E MÉTODOS ESTATÍSTICOS MULTIVARIADOS
(METEOROLOGICAL IMPACT FACTORS ON THE MODELING OF OZONE CONCENTRATIONS USING ANALYSIS OF TEMPORAL SERIES AND MULTIVARIATE STATISTIC METHODS)

Autori
De Souza, A. ; Santos, D.A.S. ; Aristone, F. ; Kovač-Andrić, E. ; Matasović, B. ; Pires, J.C.

Izvornik
HOLOS (1518-1634) 5 (2017), 1; 2-16c

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, ostalo

Ključne riječi
Ozônio urbano, Campo Grande, parâmetros meteorológicos
(Urban ozone, Campo Grande, meteorological parameters)

Sažetak
The objective is to develop a model to predict ozone concentrations due to climatic variables. The ozone concentration measurements were carried out at the Federal University of South Mato Grosso, using data from January to December 2014. The predictive variables for the climate (relative humidity, wind speed, rain, aerosols, clearness index, solar radiation and air temperature) were provided by CEMTEC-MS. Principal component analysis (PCA) and analysis of multiple linear regression (MLR) have been carried out. The relationship observed in these analyzes were used to obtain a regression equation that links the daytime ozone concentrations with climate parameters. The model is able to explain 99% of the variability in surface ozone concentrations with a 0.2% error.

Izvorni jezik
Ostalo

Znanstvena područja
Kemija



POVEZANOST RADA


Ustanove
Sveučilište u Osijeku - Odjel za kemiju

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Emerging Sources Citation Index (ESCI)


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