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
w

Content

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

General Course News and Updates

courses on permafrost earth observation

courses on permafrost earth observation

What is the relevance of permafrost? What effects does the degradation of permafrost have on Arctic environments? How can satellite earth observation be utilized to monitor and quantify these effects? Addressing these questions was the focus of a recent hackathon week...

read more
EAGLE applications and student statistics

EAGLE applications and student statistics

We get constantly increasing number of applications and of course we are interested who is applying and who is actually starting our international Earth Observation MSc. program.   The percentage of women in our study program did rise to around 80% while men...

read more
Animal Movement and Remote Sensing course

Animal Movement and Remote Sensing course

  How do animals move through the environment they live in? Which behavioural patterns can be observed when tracking an animals' movements for weeks, months or even years? Which spaces do they utilize and why? And how can remote sensing be used to predict the...

read more
Internship Presentations

Internship Presentations

On Tuesday, March 28th at 13:00 p.m. Wilmer Fabián Montién Tique will present on his internship "Topographic and hydrographic factors for flood susceptibility analysis. By using WhiteboxTools geospatial data in Nigeria" at DLR via Zoom.  On Tuesday, March 28th at...

read more
Msc Defense by Reagan Okoth

Msc Defense by Reagan Okoth

On Monday, March 27th at 10:00 a.m. Ronald Reagan Okoth will present his M.Sc. theses “Fusing Remote Sensing Data: Application in Soil Temperature Prediction” in room 1.005 (Zentrales Hörsaal- und Seminargebäude). From the abstract: Understanding soil temperature (ST)...

read more
Msc Proposal Presentation

Msc Proposal Presentation

On February 28th at 12:00 pm (room 1.005 Bib. Geb.) Rutendo Tadiwa Mukaratirwa will present her Msc proposal "Modelling the Spatio-temporal suitability of urban environments for Aedes Aegypti mosquitoes based on their bio-ecological characteristics in Rio de Janeiro"...

read more
Internship Presentation

Internship Presentation

On February 28th at 13:00 (room 1.005 Bib. Geb.) Jyoti Biswas will present on her internship at the DLR: "Urbanization"     Supervisor: Prof. Dr. Hannes Taubenböck      

read more
Internship Presentations

Internship Presentations

On February 24th at 10 a.m. (room 1.003 Z6 ) Ina Schulz, Caroline Göhner, and Svenja Dobelmann will present on their internship at the Kruger National Park/South Africa. Supervisors: Dr. Mirjana Bevanda and Dr. Martin Wegmann      

read more
MSc defense by Kemeng Liu

MSc defense by Kemeng Liu

On Tuesday March 21st at 10 a.m.  (room 1.003 Z6 ) Kemeng will present her M.Sc. thesis "Mapping Spatial-Temporal Development of Coastal Aquaculture Ponds using Landsat Archive". From the abstract: Aquaculture has become the global principal supply source of fish,...

read more
Internship and Inno Lab Presentations

Internship and Inno Lab Presentations

On Tuesday, 31st of January at 13 p.m. we will have the following presentations: Moritz Roesch: Spectral compositing for mapping bare soil areas and soil organic carbon estimation in Germany - Internship at RSS GmbH Lallu Nikerthil Prathapan: Landuse/ building type...

read more
Share This