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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Blender GIS introduction

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social bouldering event

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Master Defense: Discovering Hydrographic Parameters of HydroSHEDS and TanDEM-X Digital Elevation Model through Exploratory Data Analysis” at 12:00 seminar room 3, John-Skilton-Str. 4a.

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On October 29, 2024 Subarno Shankar will present his master thesis " Discovering Hydrographic Parameters of HydroSHEDS and TanDEM-X Digital Elevation Model through Exploratory Data Analysis" at 12:00 seminar room 3, John-Skilton-Str. 4a. From the abstract: Climate...

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Welcome of new EAGLEs

Welcome of new EAGLEs

The EAGLEs from the last generation welcomed our new earth observation students to the EAGLE M.Sc. program and gave them a glimpse of their last 12 months - from coding to socialising, pub crawls to joint hikes and also a lot of best wishes from all the other EAGLEs...

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Summer School of Alpine Research

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Last week, Laura, an 8th gen EAGLE Student, participated in the Summer School of Alpine Research, conducted by the University of Innsbruck, in the beautiful location of the Austrian Oetztal in Obergurgl. The focus of the Summer School was on Close Range Sensing...

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