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Fourth Study Conference on BALTEX Scala Cinema Gudhjem

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- 138 -<br />

Investigati<strong>on</strong>s of Variati<strong>on</strong>s in Water Level Times-Series at the German<br />

Baltic Sea Coastline<br />

Jürgen Jensen and Christoph Mudersbach<br />

Research Centre for Water and Envir<strong>on</strong>mental Engineering (fwu) at University of Siegen, Paul-B<strong>on</strong>atz-Str. 9-11,<br />

57076 Siegen, Germany, ph<strong>on</strong>e +49-271-7402627, e-Mail: jensen@fb10.uni-siegen.de<br />

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

Changes in the global sea level have far reaching<br />

c<strong>on</strong>sequences for both humans and the natural envir<strong>on</strong>ment.<br />

The whole German North Sea and Baltic Sea coastlines are<br />

protected against storm surges by dykes in order to protect<br />

the partially lower lying hinterland. Particularly in highly<br />

industrialized countries, as, for example, Germany, space<br />

requirements for populati<strong>on</strong> and industry are increasing. The<br />

existing space is used intensively and, in the case of<br />

flooding, high significant m<strong>on</strong>etary and ecological damage<br />

will result. As a result of str<strong>on</strong>gly increasing shipping traffic,<br />

shipping routes have been enlarged and are maintained. This<br />

has a direct influence <strong>on</strong> the storm surges coming into the<br />

estuaries, so that the inland can be affected more str<strong>on</strong>gly by<br />

the c<strong>on</strong>sequences of such a storm surge (e.g. Hamburg<br />

1962).<br />

The populati<strong>on</strong> and the ec<strong>on</strong>omy must be protected against<br />

flooding. To achieve this, knowledge of the l<strong>on</strong>g, medium<br />

and short-term trends of the water levels is important.<br />

The tidal range is about 3m at the North Sea coastline. At<br />

the Baltic Sea no tidal range has to be c<strong>on</strong>sidered.<br />

2. Database<br />

Data pre-processing is a very important and time-c<strong>on</strong>suming<br />

task. Data pre-processing is important because the original<br />

data can c<strong>on</strong>tain discrepancies and mistakes. One must<br />

check, therefore, whether there are obvious mistakes in the<br />

time series, or in cases where the gauge datum has changed.<br />

To make the data pre-processing and storage of data<br />

effective, the development of a relati<strong>on</strong>al database system is<br />

to be recommended. In this database, the data can be<br />

managed in an easy way and simple analysis can be carried<br />

out.<br />

For the present investigati<strong>on</strong>, a database system in MS<br />

Access was developed (Fig. 1). This software was chosen<br />

because it is universally available and special demands are<br />

not made <strong>on</strong> the workstati<strong>on</strong>.<br />

3. Analysis and Results<br />

In the present investigati<strong>on</strong>, a statistical analysis of the time<br />

series was carried out. Basic statistical parameters, such as,<br />

for example, mean values and standard deviati<strong>on</strong>s, were<br />

calculated for all time series. Four gauging stati<strong>on</strong>s at the<br />

German Baltic Sea coastline were combined to so called<br />

synthetic gauges to be able to make more general statements<br />

about the variances in the Baltic Sea. Further analysis, such<br />

as trends or adaptati<strong>on</strong> functi<strong>on</strong>s, were carried out <strong>on</strong>ly for<br />

the synthetic time series.<br />

Figure 1. Initial form of the time series data base.<br />

The statistical analyses of the time series were carried out<br />

using the software package MATLAB (Versi<strong>on</strong> 6.5). With<br />

the aid of different adaptati<strong>on</strong> functi<strong>on</strong>s, statements about<br />

the trends of the mean water levels at the German North<br />

Sea and Baltic Sea coastline can be made up to the year<br />

2020.<br />

First, to all time series linear trends for different spans of<br />

time were calculated. For a more detailed descripti<strong>on</strong> of<br />

the time series the influence of the nodal tide was<br />

c<strong>on</strong>sidered.<br />

From this basis, further n<strong>on</strong>-linear adaptati<strong>on</strong> functi<strong>on</strong>s<br />

were examined which can describe better the given time<br />

series. The advantage of the n<strong>on</strong>linear adaptati<strong>on</strong> functi<strong>on</strong>s<br />

lies in their ability to describe the available time series<br />

more exactly. The disadvantage lies in the fact that they<br />

cannot be used so well for extrapolati<strong>on</strong>. Therefore,<br />

particular care must be taken during the use of n<strong>on</strong>linear<br />

adaptati<strong>on</strong> functi<strong>on</strong>s at the point when they are ”running<br />

away”.<br />

Some results are shown in figure 2, where the time series<br />

of the Mean Sea Level (MSL) of the synthetic Baltic Sea<br />

gauging stati<strong>on</strong> is fitted by several n<strong>on</strong>-linear adaptati<strong>on</strong><br />

functi<strong>on</strong>s.<br />

In the further analysis, the questi<strong>on</strong> is interesting of how<br />

the MSL of the North Sea and the Baltic Sea are related to<br />

each other. Due to the small tidal range in the Baltic Sea,<br />

the Baltic Sea can be c<strong>on</strong>sidered as a damped gauge of the<br />

North Sea. A correlati<strong>on</strong> between the Baltic Sea ∆MMSL<br />

and the ∆MMSL of the synthetic island-gauge North Sea<br />

shows these relati<strong>on</strong>ships (Fig. 3).

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