new M.Sc. thesis “animal movement prediction using environmental data”

new M.Sc. thesis “animal movement prediction using environmental data”

April 27, 2018

Jakob Schwalb-Willmann just started his M.Sc. thesis titled “A deep learning movement prediction model using environmental data to identify movement anomalies”. He will combine animal movement and remote sensing data in order to develop a generic, data-driven DL-based model that predicts movements from movement history alongside environmental covariates in order to detect movement anomalies. He will establish simulated, controlled environments that allow precise adjustments of the model inputs to test the model’s feedbacks and its variability. It can be considered as a precursor study for the model’s deployment on real data and to only experimentally apply it on such due to the given constraints (time and content) of his M.Sc. thesis.

follow us and share it on:

you may also like:

From Kruger to Potchefstroom: Reconnecting with South African EAGLE

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...

The 6 Species of Remote Sensing Researchers

The 6 Species of Remote Sensing Researchers

A fun field guide of earth observation scientists at our EORC, a typology of 6 Species of Remote Sensing Researchers (we could not think of more yet ...) There’s a magical moment in every remote sensing get-together when six completely different personalities somehow...

EORC’s River Research at EGU General Assembly 2026

EORC’s River Research at EGU General Assembly 2026

The European Geosciences Union General Assembly is one of the major annual meetings for the Earth, planetary, and space sciences, bringing together more than 20.000 scientists from around the world to discuss the latest findings in their fields. EGU26 in Vienna...

Polar 6 on Svalbard

Polar 6 on Svalbard

The EORC team, particularly Dr. Jakob Schwalb-Willmann and Dr. Mirjana Bevanda, had the chance to catch up with our former Msc student Luisa Wagner in Longyearbyen, Svalbard. Luisa is pursuing her PhD at the Alfred-Wegener-Institute (AWI), where her research focuses...

EOCap4Africa closing meeting

EOCap4Africa closing meeting

The EOCap4Africa project officially concluded with an online closing meeting bringing together our project partners, lecturers, researchers, and institutional representatives from across Africa and Europe. The meeting was attended by our African partners from...

NetCDA at EGU26

NetCDA at EGU26

At the EGU General Assembly 2026 in Vienna, the NetCDA framework organized the session “ITS4.33/CLO.19: Strengthening African-European Partnerships for Global Change Research: From Scientific Capacity to Practical Solutions” on 4 May 2026. The session was convened by...

Share This