ESRI IP Student of the Year Award!

Big thanks to Professors Josef Strobl, Stefan Lang, Dirk Tiede, Barbara Hofer and the whole Board of Professors at ZGIS for granting me the “Outstanding Student of the Year” Award by ESRIs Innovation Program.

Crop Yield Prediction – AGIT2021 Presentation

For the EO4GEO Summer School, a project on predicting maize crop yield in Kenya using time series data and a random forest was completed. Our work was presented at the AGIT2021 conference.

3D-Model of Strubklamm Dam

Using a UAV, a dam is photographed and surveyed via GCPs. Metashape then creates point clouds, a mesh as well as a DSM.

Predicting Hurricane Movements using ML – End of Term Assignment

The dataset that is worked with consists of roughly individual 40.000 data points of hurricanes. The aim of my workflow is to predict the future speed and bearing of the individual hurricanes using a Neural Network and a Random Forest Regressor. The data will be cleaned, features created and the prediction will be assessed for it’s accuracy as well as the two methods compared.

Routing on a Spatial Database – End of Term Assignment

Using pgRouting, a navigation functionality is implemented based on a spatial database of a fun fair, where the user can input his or her position and be routed to a nearest Point of Interest. A Python DB connector dynamically creates the SQL queries and visualizes the results.

Software Development – End of Term Assignment

Within the end of term assignment for the Practice of Software Development course, a KML file is created visualizing both the result of an OGC Web Map Service request as well as the parsed information from a CSV file containing tweets and their locations.
Additionally, the tweets are analysed regarding possible profanity and
visualized accordingly.