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

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EAGLE students train scientific presentations

Within our scientific presentation course within the EAGLE Msc our students also have to learn how deliver good scientific presentation within a large lecture room and for a larger crowd of scientists. Therefore we expose them to the large number of bsc students...

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EAGLEs high up in the mountains

EAGLEs high up in the mountains

Some of our EAGLEs went up to the research station on the highest mountain of Germany to explore the research activities conducted in this area and discuss what remote sensing can contribute. The met ecologists, botanists and other disciplines and learned what Earth...

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Article published by our EAGLE Laura Obrecht

Article published by our EAGLE Laura Obrecht

Just before the end of last year Lauras manuscript about fractional cover analysis in Namibia got published! Her research is titled "Mapping Changes in Fractional Vegetation Cover on the Namib Gravel Plains with Satellite-Retrieved Land Surface Emissivity Data"....

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EAGLE Xmas party

EAGLE Xmas party

After a bit more than 2 months of intense Earth Observation courses and lots of studying of radar, cloud computing, r and python programming and much more the EAGLEs are celebrating the end of the year and two weeks break before the second part of the winter terms...

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EAGLEs at DLR DFD LAX

EAGLEs at DLR DFD LAX

As part of the lecture by Claudia Künzer all EAGLEs of her course also visit the Earth Observation Center of DLR in Oberfpaffenhofen and listen to various talks by remote sensing scientists working in Oberpfaffenhofen: Patrick Sogno, an EAGLE alumni and also PhD...

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