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
Software
Techniques
Content
General Course News and Updates
EireR R package: unified gateway to Irish geospatial data
Anyone who's tried to do geospatial work across the whole island of Ireland knows the headache. Ireland is one island geographically, but it's split across two jurisdictions, the Republic and Northern Ireland, and each one runs its own data infrastructure. Different...
Impact of agrophotovoltaic facilities – an R package
There's a new R package on the block, and it's solving a problem that sounds simple until you actually try to do it: how do you tell whether putting solar panels over a farm field is good or bad for the soil and the crops around them? Marlene, one of our EAGLE...
Successful MSc Defense by Anna Bischof
We congratulate Anna Bischof on the successful defense of her MSc thesis, "Feasibility of Unoccupied Aerial System-Based Active Fire Monitoring in African Savannas." Anna's research addressed one of the key challenges in fire ecology and remote sensing: understanding...
EAGLE Internship Presentation: Fire and drought research in savanna ecosystems – Kruger National Park
On June 16, 2026, Sebastian Rothaug and Clemens Schömig will present their internship results on " Fire and drought research in savanna ecosystems – Kruger National Park" at 12:00 PM in seminar room 3, John-Skilton-Str. 4a. From the abstract: Climate change is...
EAGLE MSc Defense: Feasibility of Unoccupied Aerial System-Based Active Fire Monitoring in African Savannas
On June 09, 2026, Anna Bischof will present her Master Thesis on " Feasibility of Unoccupied Aerial System-Based Active Fire Monitoring in African Savannas" at 12:00 in seminar room 3, John-Skilton-Str. 4a. From the abstract: Fire is a fundamental Earth system process...
EAGLE Innolab Presentation: Temporal Analysis of Lava Dome Morphology and Crevasse Development at Great Sitkin Volcano
On June 02, 2026, Daniel Voellner will present his Innolab results on " Temporal Analysis of Lava Dome Morphology and Crevasse Development at Great Sitkin Volcano" at 12:00 in seminar room 3, John-Skilton-Str. 4a. title of presentation: From the abstract: Volcanic...
Successful MSc Defense by Laura Obrecht
At the recent EAGLE MSc defenses, Laura Obrecht presented her thesis on the detection of grassland mowing events using Sentinel-1 InSAR coherence and deep learning approaches. Her work, titled “Detektion von Grünlandmahd mit Sentinel-1 InSAR Coherence und einem Deep...
First-semester EAGLE students deliver an impressive suite of R packages
One of the most encouraging signs of a strong Earth Observation curriculum is when students move beyond learning existing tools and start building their own. In their very first semester of the EAGLE MSc program, our students did exactly that: developing a diverse and...
EAGLE MSc Defense: Evaluating the Potential of a Deep Learning Framework for Detecting Mowing Events in German Grasslands with Sentinel-1 InSAR Coherence
On May 22, 2026, Laura Obrecht will present her Master Thesis on " Evaluating the Potential of a Deep Learning Framework for Detecting Mowing Events in German Grasslands with Sentinel-1 InSAR Coherence" at 11:00 a.m. in room 01.B.03 (EORC meeting room 1st floor). From...
From Kruger to Potchefstroom: Reconnecting with South African EAGLE
After completing their internship in Kruger National Park, EAGLE students Sebastian and Clemens were not quite ready to leave South Africa behind. Instead of heading straight home, they reunited with their South African EAGLE friend, Charl Strydom, for a road trip...









