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Supplemental Information

RFsp — Random Forest for spatial data (R tutorial)

DOI: 10.7287/peerj.preprints.26693v3/supp-1

Additional Information

Competing Interests

Tomislav Hengl is employed by the Envirometrix Ltd., Wageningen, Gelderland, Netherlands (http://envirometrix.net; from 1st of February 2018). Marvin N. Wright is employed by the Leibniz Institute for Prevention Research and Epidemiology – BIPS, Bremen (https://www.bips-institut.de/en/the-institute/departments/biometry-and-data-management/statistical-methods-in-genetics-and-life-course-epidemiology.html).

Author Contributions

Tomislav Hengl conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.

Madlene Nussbaum conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, prepared figures and/or tables, authored or reviewed drafts of the paper, approved the final draft.

Marvin N Wright performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, prepared figures and/or tables, approved the final draft.

Gerard B.M. Heuvelink analyzed the data, authored or reviewed drafts of the paper, approved the final draft, mathematical syntax checking.

Benedikt Gräler analyzed the data, prepared figures and/or tables, approved the final draft, fitted spacetime models using kriging.

Data Deposition

The following information was supplied regarding data availability:

All code and data sets used in the paper are also available at: https://github.com/thengl/GeoMLA

Ranger package for R is available under the GPL at: https://github.com/imbs-hl/ranger

Funding

The contributions by Benedikt Gräler have been funded by the German Federal Ministry for Economic Affairs and Energy under grant agreement number 50EE1715C. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.


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