Variation of Ozone in the Pantanal Environment Based on Probability Distributions

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Amaury de Souza, José Francisco Júnior, M. Abreu, F. Aristone, W. A. Fernandes, Raquel Soares Casaes Nunes, G. Cavazzana, Cícero Manoel dos Santos, Carlos José Reis, U. Dumka
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引用次数: 0

Abstract

ABSTRACT The tropospheric ozone column (O3) plays a fundamental role in terrestrial life, particularly in climate variability, and protects the terrestrial biosphere from ultraviolet (UV) radiation. The study investigates the variation of the O3 concentration column in the Pantanal based on probability distributions. The adequacy of the Log Normal (LN), GUM (Gumbel) and GEV (Generalized Extreme Values) distributions were tested using the Kolmogorov-Smirnov (KS), D (Anderson-Darling), AIC (Akaike Information Criterion), BIC (Bayesian Information Criterion), R2(coefficient of determination) and RMSE (root mean square error) tests in the period from 2005 to 2020. In most months investigated, the Pantanal follows the GUM and GEV probability distributions. In addition, monthly means of O3 and standard deviations were calculated. It is worth mentioning the variability of O3 and the impact on climate change.
基于概率分布的潘塔纳尔环境臭氧变化
对流层臭氧柱(O3)在地球生命,特别是气候变率中起着至关重要的作用,并保护地球生物圈免受紫外线(UV)辐射。本研究基于概率分布研究了潘塔纳尔河O3浓度柱的变化。采用Kolmogorov-Smirnov (KS)、D (Anderson-Darling)、AIC (Akaike信息准则)、BIC (Bayesian信息准则)、R2(决定系数)和RMSE(均方根误差)检验2005 - 2020年期间的对数正态分布(LN)、GUM (Gumbel)和GEV(广义极值)分布的充分性。在大多数月份的调查中,潘塔纳尔遵循GUM和GEV的概率分布。此外,还计算了O3的月均值和标准差。值得一提的是O3的变率及其对气候变化的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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