M. Sc. Janik Steier
Working area(s)
Individual Tree Crown Delineation in very-high resolution Remote Sensing Imagery, Training Data Validation , Deep Learning for Computer Vision
Contact
janik.steier@tu-...
work +49 6151 16-22572
Work
L5|01 451
Franziska-Braun-Str. 7
64287
Darmstadt
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- Satellite Remote Sensing
- Single Tree Detection and Tree Species Classification
- Forest Vitality and Prediction of Forest Fires
By appointment only
- Digitale Bildverarbeitung
- Remote Sensing II
2025
- Development of a deep learning-based system for automated classification and recognition of biotope and land use types using high-resolution satellite and LiDAR data (MA)
2024
- Mapping of snow surfaces based on hyperspectral remote sensing data (MA)
- Correlation analysis between vegetation indices of urban trees, climatic data and air quality (BA)
- Monitoring forest vegetation health using hyperspectral EnMAP data (BA)
- Comparison of methods for quantifying the consistency of hyperspectral data (BA)
2023
- Classification of peatland sites and vegetation types using hyperspectral EnMAP data (BA)
- Prediction and estimation of drought-induced tree mortality areas using Sentinel-2 time series and bioclimatic predictors (MA)