elbe

Measurements and geographical information about daily average river discharges in (m^3/s) at 13 measurement stations from the Elbe river network from 31.12.1988 to 30.12.2010
for the train data and from 01.01.2010 to 31.12.2020 for the test data.

Dimension reduction for multivariate data of extreme events with a PCA like procedure as described in Reinbott, Janßen, (2024), <doi:10.48550/arXiv.2408.10650>. Tools for necessary transformations of the data are provided.

Felix Reinbott

maxstablePCA

Apply a PCA Like Procedure Suited for Multivariate Extreme Value
Distributions

elbe function

A named list containing differnent data files<dl>
<dt>train</dt>
<dd>A list containing the date of the measurement and measurements of the raw discharge data as <code>data.frame</code> at the 13 stations,
and a <code>data.frame</code> containing the maximal discharge between the date "from" and "to".
The blockmax dataset only considers the maximal value for the summer months June to September to reduce seasonal trends and temporal dependence.</dd><dt>test</dt>
<dd>Same structure as the two train data.frame objects, but only contains data from 01.01.2011 to 31.12.2020.</dd><dt>info</dt>
<dd>A data.frame object containing the station name, approximate latitude and longitude of the measurement station, the river measured and the next downstream station</dd>
</dl>

Format

A dataset about daily average river discharges (in m^3 / s) for the Elbe river network at different measurement stations in Germany — elbe

A named list containing differnent data files<dl>
<dt>train</dt>
<dd>A list containing the date of the measurement and measurements of the raw discharge data as <code>data.frame</code> at the 13 stations,
and a <code>data.frame</code> containing the maximal discharge between the date "from" and "to".
The blockmax dataset only considers the maximal value for the summer months June to September to reduce seasonal trends and temporal dependence.</dd>

<dt>test</dt>
<dd>Same structure as the two train data.frame objects, but only contains data from 01.01.2011 to 31.12.2020.</dd>

<dt>info</dt>
<dd>A data.frame object containing the station name, approximate latitude and longitude of the measurement station, the river measured and the next downstream station</dd>


</dl>

elbe: A dataset about daily average river discharges (in m^3 / s) for the Elbe river network at different measurement stations in Germany

Description

Usage

Arguments

Format