Overview

This is going to be a continuously updated collection of sources to obtain various kinds of information on different SDM techniques.

The content of these pages is the result of student’s work during earlier courses. Note that each link opens a new tab because the embedded documents are the HTML output of individual student’s markdown files.


Profile methods

Domain

Gabriel Valentin Behnke

Go to tutorial

Bioclim I

William J. Gabriel

Go to tutorial

Bioclim II

Mona Hallenberger

Go to tutorial


Classical regression methods

Generalized Linear Models

Volker Dickhardt

Go to tutorial

Generalized Additive Models

Jens Meyer

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Machine learning methods

MaxEnt I (Java)

Alexander Klug

Go to tutorial

MaxEnt II (R)

Daniel Bothe

Go to tutorial

Boosted Regression Trees

Lukas Hilberg

Go to tutorial

Support Vector Machines

Julian Nuhn

Go to tutorial

Random Forest I

Mandy Gimpel

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Random Forest II

Leander Heyer

Go to tutorial

XGboost

Jan-Niklas Tripp

Go to tutorial