Spatial Modeling and Prediction

04-GEO-MET1

Lecturer

Martin Wegmann

ECTS

5 ECTS  

Aim:

Within this course different methods to analyse point pattern statistically and conduct a spatial prediction are covered. Students will learn how to design such analysis, how to avoid caveats, troubleshoot errors and interpret the results.

 

Content

Different statistical methods will be applied for analysing spatial point patterns, such as vegetation samples or biodiversity related information. These results will be statistically predicted using methods such as GLM, GAM, Random Forest or MaxEnt. Implications of spatial point patterns as well as chosen environmental parameters will be discussed. All methods will be practically applied during the course using the programming language R. The needed pre-requisites are covered in the course “Applied Programming for Remote Sensing and GIS“.

 

Coding

Coding examples and individual project work

Software

Various software programs will be used, but mainly OpenSource software such as R and GRASS.

Techniques

Different techniques will be introduced and practically applied such as randomForest, GAM or MaxEnt
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Content

The theory and practice of spatial modeling with a focus on ecology and conservation

General Course News and Updates

publication by our EAGLE Ben Lee

publication by our EAGLE Ben Lee

Our EAGLE Ben conducted an internship during his EAGLE studies which led to a new publication on "Predicting resilience of migratory birds to environmental change" jointly with the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Section Polar...

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EAGLE MSc. graduation

EAGLE MSc. graduation

We are very happy to celebrate again the graduation of some of our EAGLE M.Sc. students. The candidates already handed in their M.Sc. thesis a while ago but just recently we had our EAGLE graduation party and enjoyed to celebrate this important milestone with all...

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EAGLE workshop on Earth Observation application

EAGLE workshop on Earth Observation application

Our first EAGLE workshop on Earth Observation applications covered various topics. After a heartily welcome by Tobias Ullmann did more than 50 participants listen to the following talks:     Ása Aðalsteinsdóttir: “SAR Monitoring in Iceland”     Katrin Wernicke:...

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DGPF award for our EAGLE MSc Luisa Wagner

DGPF award for our EAGLE MSc Luisa Wagner

We are very happy to congratulate our former EAGLE student Luisa Wagner for the 2nd prize of the Karl‐Kraus‐Nachwuchsförderpreis 2024. Luisa received this award for her M.Sc. thesis which she handed in early last year on "Analysis of ice shelf front dynamics in Pine...

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