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

Welcome of the 2019 EAGLEs

Welcome of the 2019 EAGLEs

On Monday, 14th of October, at 4 p.m., we will again welcome a new generation of EAGLEs (Z6, 01.002). After the official welcome and some introductory presentations, we will also introduce the lecturer and provide first details about the upcoming semester(s)....

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M.Sc. presentation by Johni Miah

M.Sc. presentation by Johni Miah

Johni Miah will present his M.Sc. thesis " Detecting and Assessing Ground Subsidence of Dhaka City, Bangladesh, Using Synthetic Aperture Radar Data of Sentinel-1" on September 30th at 2pm in OKW 86. From the abstract: " The identification and measurement of ground...

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M.Sc. defense by Louis Freytag Loringhoven

M.Sc. defense by Louis Freytag Loringhoven

On Tuesday, 24th at 2pm Louis Freytag-Loringhoven will present his M.Sc. thesis "Remote sensing of water quality using Sentinel-2 towards a potential separation of Cyanobacteria blooms from other Algae." from the abstract: Globally, the over-enrichment of nutrients...

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M.Sc. thesis presentation by Karsten Wiertz

M.Sc. thesis presentation by Karsten Wiertz

Karsten Wiertz will present his M.Sc. thesis on Wednesday 14th at 11am in room 0.004 KW 86 with the title "Development of a semi-automatic remote sensing approach for change- detection of forest structures in Bialowieza Forest." From the abstract: The diversity of...

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M.Sc. thesis defense by Sebastian Roersch

M.Sc. thesis defense by Sebastian Roersch

Sebastian Roersch will defend his thesis "Development of a semi-automated method to measure solar potential" next Wednesday (14th) at 10 am in 0.004 OKW 86. From his abstract: "In the second half of the 21st century, it will be decided how big the impact of climate...

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M.Sc. presentation by Marina Reiter

M.Sc. presentation by Marina Reiter

Marina Reiter will present her M.Sc. thesis "Comparing Urban Green Spaces in German Cities Using Remote Sensing Data" on Thursday 8th of August at 11am in OKW 86, 0.004. Looking forward to a great presentation and lively discussion afterwards. From her abstract: "The...

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