基于概率分布的潘塔纳尔环境臭氧变化

IF 2.1 4区环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL

Ozone: Science & Engineering Pub Date : 2022-03-03 DOI:10.1080/01919512.2022.2041392

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

摘要

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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Variation of Ozone in the Pantanal Environment Based on Probability Distributions

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.

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来源期刊

Ozone: Science & Engineering 环境科学-工程：环境

CiteScore

5.90

自引率

11.10%

发文量

审稿时长

2 months

期刊介绍： The only journal in the world that focuses on the technologies of ozone and related oxidation technologies, Ozone: Science and Engineering brings you quality original research, review papers, research notes, and case histories in each issue. Get the most up-to date results of basic, applied, and engineered research including: -Ozone generation and contacting- Treatment of drinking water- Analysis of ozone in gases and liquids- Treatment of wastewater and hazardous waste- Advanced oxidation processes- Treatment of emerging contaminants- Agri-Food applications- Process control of ozone systems- New applications for ozone (e.g. laundry applications, semiconductor applications)- Chemical synthesis. All submitted manuscripts are subject to initial appraisal by the Editor, and, if found suitable for further consideration, to peer review by independent, anonymous expert referees.