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  1. Sentinel2_Land-use-classification Sentinel2_Land-use-classification Public

    Sentinel-2 land-use classification over a German mining region - comparing classical ML classifiers (Random Forest, SVM, KNN) and CNNs trained on EuroSAT.

    Jupyter Notebook

  2. Berlin-Railway-Network Berlin-Railway-Network Public

    Mapping and analyzing Berlin's railway network by transit type using OpenStreetMap data in QGIS

  3. Monitoring-Amazonas-Deforestation-NDVI Monitoring-Amazonas-Deforestation-NDVI Public

    The Scenario Green-Plant Management GmbH is a vegetation management specialist currently monitoring deforestation in the Amazonas region for a government project. They require a repeatable, automat…

    Jupyter Notebook

  4. Weigersdorf_Water-body-changes Weigersdorf_Water-body-changes Public

    Georeferencing a 1930 topographic map to track pond/lake change near Weigersdorf, Saxony using QGIS.

  5. 2017-s-USA-monster-hurricanes 2017-s-USA-monster-hurricanes Public

    Mapping the track and wind speed of 2017's major Atlantic hurricanes (Harvey, Irma, Jose, Maria) using GeoPandas.

    Jupyter Notebook

  6. Berlin-population-density-2025 Berlin-population-density-2025 Public

    Choropleth map of population density across Berlin's 97 Ortsteile, built in QGIS using official boundary and population data.