CLIMATE TRENDS IN THE MUNICIPALITY OF PELOTAS, STATE OF RIO GRANDE DO SUL, BRAZIL

被引:4
|
作者
Kruel, Izabele B. [1 ]
Meschiatti, Monica C. [1 ]
Blain, Gabriel C. [1 ]
De Avila, Ana M. H. [2 ]
机构
[1] Inst Agron IAC, Ctr Ecofisiol & Biofis, Campinas, SP, Brazil
[2] Univ Estadual Campinas, UNICAMP, CEPAGRI, Ctr Pesquisas Meteorol & Climat Aplicadas Agr, Campinas, SP, Brazil
来源
ENGENHARIA AGRICOLA | 2015年 / 35卷 / 04期
关键词
general extreme value distribution; time dependent model; extreme weather events; EXTREME DAILY RAINFALL; MINIMUM TEMPERATURES; SAO-PAULO; PRECIPITATION; VARIABILITY; MAXIMUM; RS;
D O I
10.1590/1809-4430-Eng.Agric.v35n4p769-777/2015
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Changes in the frequency of occurrence of extreme weather events have been pointed out as a likely impact of global warming. In this context, this study aimed to detect climate change in series of extreme minimum and maximum air temperature of Pelotas, State of Rio Grande do Sul, (1896 - 2011) and its influence on the probability of occurrence of these variables. We used the general extreme value distribution (GEV) in its stationary and non-stationary forms. In the latter case, GEV parameters are variable over time. On the basis of goodness-of-fit tests and of the maximum likelihood method, the GEV model in which the location parameter increases over time presents the best fit of the daily minimum air temperature series. Such result describes a significant increase in the mean values of this variable, which indicates a potential reduction in the frequency of frosts. The daily maximum air temperature series is also described by a non-stationary model, whose location parameter decreases over time, and the scale parameter related to sample variance rises between the beginning and end of the series. This result indicates a drop in the mean of daily maximum air temperature values and increased dispersion of the sample data.
引用
收藏
页码:769 / 777
页数:9
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