sic1997

Daily rainfall dataset from Switzerland used in the Spatial Interpolation Comparison 1997.

datasets

Functions and tools for spatial interpolation and/or prediction of environmental variables (points to grids)
based on using Ensemble Machine Learning with geographical distances. Package also provides access to Global
Environmental Layers (<https://www.OpenLandMap.org>) produced by the OpenGeoHub.org foundation and collaborators. Some functions have been migrated and adopted from the
Global Soil Information Facilities package.

Tomislav Hengl

landmap

Automated Spatial Prediction using Ensemble Machine Learning

sic1997 function

The <code>sic1997</code> data set contains two objects --- stations (points) and covariates (1 km grids). The <code>daily.rainfall</code> contains the following columns:<dl class="dl-horizontal">
 <dt><code>rainfall</code></dt><dd>numeric; daily rainfall measurements at 467 meteo stations on the 8th of May 1986</dd>
 <dt><code>X</code></dt><dd>numeric; easting in the local coordinate system</dd>
 <dt><code>Y</code></dt><dd>numeric; northing in the local coordinate system</dd>
</dl>Object <code>swiss1km</code> contains the following columns:<dl class="dl-horizontal">
 <dt><code>CHELSA_rainfall</code></dt><dd>numeric; monthly rainfall based on the CHELSA climate grids</dd>
 <dt><code>DEM</code></dt><dd>numeric; digital elevation based on the SRTM DEM</dd>
 <dt><code>border</code></dt><dd>character; country border mask</dd>
</dl>

Format

The SIC 1997 Data Set — sic1997

The <code>sic1997</code> data set contains two objects --- stations (points) and covariates (1 km grids). The <code>daily.rainfall</code> contains the following columns:<dl class='dl-horizontal'>
 <dt><code>rainfall</code></dt><dd>numeric; daily rainfall measurements at 467 meteo stations on the 8th of May 1986</dd>
 <dt><code>X</code></dt><dd>numeric; easting in the local coordinate system</dd>
 <dt><code>Y</code></dt><dd>numeric; northing in the local coordinate system</dd>
</dl>Object <code>swiss1km</code> contains the following columns:<dl class='dl-horizontal'>
 <dt><code>CHELSA_rainfall</code></dt><dd>numeric; monthly rainfall based on the CHELSA climate grids</dd>
 <dt><code>DEM</code></dt><dd>numeric; digital elevation based on the SRTM DEM</dd>
 <dt><code>border</code></dt><dd>character; country border mask</dd>
</dl>

sic1997: The SIC 1997 Data Set

Description

Usage

Arguments

Format

Details

References

Examples