Academic Projects

2026

Global canopy height model

Further research on the operating mechanisms of predictive CNN, analysisng the influence of texture.
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2025

Master Thesis

Canopy height mapping from optical remote sensing data: reassessing deep learning methods
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2024

R-Package Development

Creation and development of the R package dandelion, focused on spatial ecological workflows in R.
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Student Project

Detecting meadow orchards in Germany using convolutional neural networks and aerial imagery

2022

Bachelor Thesis