weatherAUT2021

This data is a subset of the GeoSphere Austria monthly weather data of 2021
averaged using the median. Stations with missing values are removed.

datasets

Estimation of the Spatially Smoothed Minimum Regularized Determinant (ssMRCD) estimator and its usage in an ssMRCD-based outlier detection method as described in Puchhammer and Filzmoser (2023) <doi:10.1080/10618600.2023.2277875> and for sparse robust PCA for multi-source data described in Puchhammer, Wilms and Filzmoser (2024) <doi:10.48550/arXiv.2407.16299>. Included are also complementary visualization and parameter tuning tools.

Patricia Puchhammer

ssMRCD

Spatially Smoothed MRCD Estimator

Peter Filzmoser

weatherAUT2021 function

A data frame with 183 rows and 10 columns:<dl>
 <dt>name</dt>
<dd>Unique name of the weather station in German.</dd> <dt>lon, lat</dt>
<dd>Longitude and latitude of the weather station.</dd> <dt>alt</dt>
<dd>Altitude of the weather station (meter).</dd> <dt>p</dt>
<dd>Average air pressure (hPa).</dd> <dt>s</dt>
<dd>Monthly sum of sunshine duration (hours).</dd> <dt>vv</dt>
<dd>Wind velocity (meter/second).</dd> <dt>t</dt>
<dd>Air temperature in 2 meters above the ground in (°C).</dd> <dt>rsum</dt>
<dd>Average daily sum of precipitation (mm).</dd> <dt>rel</dt>
<dd>Relative air humidity (percent).</dd>
</dl>

Format

Austrian Weather Data 2021 — weatherAUT2021

A data frame with 183 rows and 10 columns:<dl>
 <dt>name</dt>
<dd>Unique name of the weather station in German.</dd>

 <dt>lon, lat</dt>
<dd>Longitude and latitude of the weather station.</dd>

 <dt>alt</dt>
<dd>Altitude of the weather station (meter).</dd>

 <dt>p</dt>
<dd>Average air pressure (hPa).</dd>

 <dt>s</dt>
<dd>Monthly sum of sunshine duration (hours).</dd>

 <dt>vv</dt>
<dd>Wind velocity (meter/second).</dd>

 <dt>t</dt>
<dd>Air temperature in 2 meters above the ground in (°C).</dd>

 <dt>rsum</dt>
<dd>Average daily sum of precipitation (mm).</dd>

 <dt>rel</dt>
<dd>Relative air humidity (percent).</dd>


</dl>

weatherAUT2021: Austrian Weather Data 2021

Description

Usage

Arguments

Format

References

Examples