Seasonality, Interannual Variability, and Linear Tendency of Wind Speeds in the Northeast Brazil from 1986 to 2011
Wind speed analyses are currently being employed in several fields, especially in wind power generation. In this study, we used wind speed data from records of Universal Fuess anemographs at an altitude of 10 m from 47 weather stations of the National Institute of Meteorology (Instituto Nacional de...
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Online Access: | http://dx.doi.org/10.1155/2013/490857 |
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doaj-dd836e7833ec4b12a3d3c60a20687bcc2020-11-25T01:21:53ZengHindawi LimitedThe Scientific World Journal1537-744X2013-01-01201310.1155/2013/490857490857Seasonality, Interannual Variability, and Linear Tendency of Wind Speeds in the Northeast Brazil from 1986 to 2011Alexandre Torres Silva dos Santos0Cláudio Moisés Santos e Silva1Program Post-Graduate in Climate Sciences, Center of Exact Sciences, Federal University of Rio Grande do Norte, Campus Universitário, s/n, 59072-970 Natal, RN, BrazilDepartment of Theoretical and Experimental Physics (DFTE), Federal University of Rio Grande do Norte (UFRN), Campus Universitário, s/n, 59072-970 Natal, RN, BrazilWind speed analyses are currently being employed in several fields, especially in wind power generation. In this study, we used wind speed data from records of Universal Fuess anemographs at an altitude of 10 m from 47 weather stations of the National Institute of Meteorology (Instituto Nacional de Meteorologia-INMET) from January 1986 to December 2011. The objective of the study was to investigate climatological aspects and wind speed trends. To this end, the following methods were used: filling of missing data, descriptive statistical calculations, boxplots, cluster analysis, and trend analysis using the Mann-Kendall statistical method. The seasonal variability of the average wind speeds of each group presented higher values for winter and spring and lower values in the summer and fall. The groups G1, G2, and G5 showed higher annual averages in the interannual variability of wind speeds. These observed peaks were attributed to the El Niño and La Niña events, which change the behavior of global wind circulation and influence wind speeds over the region. Trend analysis showed more significant negative values for the G3, G4, and G5 groups for all seasons of the year and in the annual average for the period under study.http://dx.doi.org/10.1155/2013/490857 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Alexandre Torres Silva dos Santos Cláudio Moisés Santos e Silva |
spellingShingle |
Alexandre Torres Silva dos Santos Cláudio Moisés Santos e Silva Seasonality, Interannual Variability, and Linear Tendency of Wind Speeds in the Northeast Brazil from 1986 to 2011 The Scientific World Journal |
author_facet |
Alexandre Torres Silva dos Santos Cláudio Moisés Santos e Silva |
author_sort |
Alexandre Torres Silva dos Santos |
title |
Seasonality, Interannual Variability, and Linear Tendency of Wind Speeds in the Northeast Brazil from 1986 to 2011 |
title_short |
Seasonality, Interannual Variability, and Linear Tendency of Wind Speeds in the Northeast Brazil from 1986 to 2011 |
title_full |
Seasonality, Interannual Variability, and Linear Tendency of Wind Speeds in the Northeast Brazil from 1986 to 2011 |
title_fullStr |
Seasonality, Interannual Variability, and Linear Tendency of Wind Speeds in the Northeast Brazil from 1986 to 2011 |
title_full_unstemmed |
Seasonality, Interannual Variability, and Linear Tendency of Wind Speeds in the Northeast Brazil from 1986 to 2011 |
title_sort |
seasonality, interannual variability, and linear tendency of wind speeds in the northeast brazil from 1986 to 2011 |
publisher |
Hindawi Limited |
series |
The Scientific World Journal |
issn |
1537-744X |
publishDate |
2013-01-01 |
description |
Wind speed analyses are currently being employed in several fields, especially in wind power generation. In this study, we used wind speed data from records of Universal Fuess anemographs at an altitude of 10 m from 47 weather stations of the National Institute of Meteorology (Instituto Nacional de Meteorologia-INMET) from January 1986 to December 2011. The objective of the study was to investigate climatological aspects and wind speed trends. To this end, the following methods were used: filling of missing data, descriptive statistical calculations, boxplots, cluster analysis, and trend analysis using the Mann-Kendall statistical method. The seasonal variability of the average wind speeds of each group presented higher values for winter and spring and lower values in the summer and fall. The groups G1, G2, and G5 showed higher annual averages in the interannual variability of wind speeds. These observed peaks were attributed to the El Niño and La Niña events, which change the behavior of global wind circulation and influence wind speeds over the region. Trend analysis showed more significant negative values for the G3, G4, and G5 groups for all seasons of the year and in the annual average for the period under study. |
url |
http://dx.doi.org/10.1155/2013/490857 |
work_keys_str_mv |
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