07.02.2013 Views

Fourth Study Conference on BALTEX Scala Cinema Gudhjem

Fourth Study Conference on BALTEX Scala Cinema Gudhjem

Fourth Study Conference on BALTEX Scala Cinema Gudhjem

SHOW MORE
SHOW LESS

Create successful ePaper yourself

Turn your PDF publications into a flip-book with our unique Google optimized e-Paper software.

- 129 -<br />

Trends in Wind Speed over the Gulf of Finland 1961-2000<br />

Sirje Keevallik 1 and Tarmo Soomere 2<br />

1 Est<strong>on</strong>ian Maritime Academy, Luise 1/3, 10142 Tallinn, Est<strong>on</strong>ia, sirje.keevallik@emara.ee<br />

2 Marine Systems Institute at Tallinn Technical University, Akadeemia tee 21, 12618 Tallinn, Est<strong>on</strong>ia<br />

1. Introducti<strong>on</strong><br />

During the recent years, much attenti<strong>on</strong> has been paid to<br />

the analysis of wind properties. This attenti<strong>on</strong> is mostly<br />

c<strong>on</strong>nected with the outlooks of the usage of wind energy.<br />

On the other hand, wind is <strong>on</strong>e of the most important<br />

indicators of the climate change. Thus, trends in the<br />

wind speed and/or directi<strong>on</strong> may give particularly<br />

valuable informati<strong>on</strong> <strong>on</strong> the processes going <strong>on</strong> in the<br />

atmosphere.<br />

Orviku et al. (2003) have shown that storm frequency in<br />

Est<strong>on</strong>ia has increased, especially during the 1980s and<br />

1990s. They relate this finding to intensified westerlies<br />

due to warming during the cold period. On the other<br />

hand, investigati<strong>on</strong>s of the circulati<strong>on</strong> patterns over<br />

Est<strong>on</strong>ia show that most serious changes in the air flow in<br />

the free atmosphere during the sec<strong>on</strong>d half of the 20 th<br />

century have taken place in late winter and spring.<br />

Jaagus (2003) has shown that Westerly circulati<strong>on</strong><br />

increased in February and Northerly circulati<strong>on</strong><br />

decreased in March. Keevallik (2003) has shown that<br />

wind speed <strong>on</strong> the 850 and 500 hPa isobaric levels<br />

increased and the wind vectors turned from WNW or<br />

NW to SW or WSW.<br />

The purpose of the present paper is to find out if these<br />

changes in the large scale circulati<strong>on</strong> influence also the<br />

wind speed at the surface.<br />

2. Data<br />

The analysis is mostly based <strong>on</strong> data from routine<br />

meteorological measurements at eight weather stati<strong>on</strong>s.<br />

Utö, Hanko, and Kotka measurement sites are located at<br />

the northern coast of the Gulf of Finland and Pakri and<br />

Kunda at the southern coast. Am<strong>on</strong>g the sites, Utö is<br />

located virtually in the Baltic Proper. Together with<br />

Vilsandi it serves as a reference for wind properties in<br />

the Baltic Proper. Kalbådagrund is situated in the centre<br />

part of the Gulf of Finland.<br />

The wind speed has been filed eight times per day at all<br />

sites as an average over a 2-10 minutes at every three<br />

hours with the resoluti<strong>on</strong> of 1 m/s.<br />

An important change in the measurement routine at<br />

Est<strong>on</strong>ian stati<strong>on</strong>s was an extensi<strong>on</strong> of the measurement<br />

interval from 2 minutes to 10 minutes. Namely, at the<br />

end of the 1970s the traditi<strong>on</strong>al weather vanes were<br />

replaced by anemorhumbometers. The older versi<strong>on</strong> of<br />

the routine caused a certain overestimati<strong>on</strong> of the<br />

maximum wind speed in the older part of the time series,<br />

the relatively large dispersi<strong>on</strong> of wind speed in general<br />

and a certain roughness of the distributi<strong>on</strong> of wind<br />

speed. However, no systematic overestimati<strong>on</strong> of the<br />

wind speed occurred and time series of e.g. m<strong>on</strong>thly<br />

mean wind parameters can be assumed as homogeneous.<br />

By these reas<strong>on</strong>s, we do not distinguish the older part of<br />

the time series.<br />

The total length of the analysed times series is 40 years<br />

at Utö, Hanko, Inkoo, Kotka (1961-2000) and 35 years<br />

at Pakri and Kunda (1966-2000) that generally is<br />

c<strong>on</strong>sidered l<strong>on</strong>g enough to make climatological<br />

c<strong>on</strong>clusi<strong>on</strong>s. The length of the recordings is 30 years<br />

(1969-1999) at Vilsandi and 20 years (1981-2000) at<br />

Kalbådagrund.<br />

3. M<strong>on</strong>thly trends of the mean wind speed<br />

Table 1 shows the calculated trend slopes at all eight<br />

stati<strong>on</strong>s. We must c<strong>on</strong>fess that mostly the trends are not<br />

statistically significant. However, they give an intriguing<br />

view <strong>on</strong> the possible changes in the wind speed.<br />

The first thing to be noticed is that wind speed seems to<br />

have opposite trends <strong>on</strong> the northern and southern coasts<br />

of the Gulf of Finland. It increases at the Finnish coast<br />

and decreases at the Est<strong>on</strong>ian coast. Of course, this<br />

discrepancy can reflect certain systematic error due to<br />

the changes in the measurement method at the Est<strong>on</strong>ian<br />

meteorological stati<strong>on</strong>s. But the Kalbådagrund data also<br />

show negative trends. At least, the wind speed decrease<br />

from August to January at this site does not coincide<br />

with the wind speed tendencies at the northern coast.<br />

One may also suppose that there must be a systematic<br />

error in Pakri data that show the largest decrease during<br />

35 years round the year. We have scrutinised the<br />

situati<strong>on</strong> at this stati<strong>on</strong> but we did not detect any evident<br />

source that could produce err<strong>on</strong>eous trends. Therefore,<br />

this questi<strong>on</strong> remains open.<br />

Another important c<strong>on</strong>clusi<strong>on</strong> from Table 1 is that the<br />

positive trend in the wind speed at the Finnish coast is<br />

str<strong>on</strong>ger in the east (Kotka) than in the west (Utö).<br />

The most interesting analysis can be carried out <strong>on</strong> the<br />

basis of Kalbådagrund data. It seems that during the cold<br />

half-year (more precisely from August to January) the<br />

wind speed decreased and from February to July<br />

increased. To check this, an additi<strong>on</strong>al analysis was<br />

carried out.<br />

Niros et al. (2002) have shown that average wind speed<br />

at Kalbådagrund is at minimum in summer and increases<br />

rapidly from August to October. We combined the data<br />

of October, November and December when the winds<br />

are the str<strong>on</strong>gest. The time series of three-m<strong>on</strong>th<br />

averages shows a trend slope of –0.06 that is statistically<br />

significant at least at the 0.1 level.

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!