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Random Forest as a generic framework for predictive modeling of spatial and spatio-temporal variables

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RT @tom_hengl: Random Forest as a generic framework for predictive modeling of spatial and spatio-temporal variables https://t.co/bkqVacp8gG
42 days ago
RT @tom_hengl: Random Forest as a generic framework for predictive modeling of spatial and spatio-temporal variables https://t.co/bkqVacp8gG
43 days ago
Random Forest as a generic framework for predictive modeling of spatial and spatio-temporal variables https://t.co/qhFJGdNDfJ
43 days ago
RT @tom_hengl: Random Forest as a generic framework for predictive modeling of spatial and spatio-temporal variables https://t.co/bkqVacp8gG
RT @tom_hengl: Random Forest as a generic framework for predictive modeling of spatial and spatio-temporal variables https://t.co/bkqVacp8gG
Random Forest as a generic framework for predictive modeling of spatial and spatio-temporal variables https://t.co/bkqVacp8gG
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Supplemental Information

RFsp — Random Forest for spatial data (R tutorial)

DOI: 10.7287/peerj.preprints.26693v1/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.

Data Deposition

The following information was supplied regarding data availability:

https://github.com/thengl/GeoMLA

Funding

The authors received no funding for this work. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.


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