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kvos/README.md

Dr Kilian Vos

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I'm a data scientist/software developer/academic researcher working on projects in remote sensing, machine learning and ocean sciences. My interest is in satellite remote sensing for Earth sciences, development of webGIS applications and machine learning classification/regression problems. I mainly code in Python and use big data cloud computing platforms (like Google Cloud Platform, Google Earth Engine) to extract useful data from publicly available satellite imagery. I also have experience as a data scientist solving regression/classification machine learning problems and Markov decision processes with reinforcement learning (Pytorch/Tensorflow).

More info about my research and projects can be found on my personal website.


Open-source projects

  • Coastsat: global shoreline mapping toolbox from publicly available satellite imagery with Google Earth Engine
  • Coastsat webGIS portal: interactive webGIS portal to explore large-scale coastal change data
  • CoastSat.slope: beach slope estimation from satellite-derived shorelines and tide models
  • SDS_Benchmark: benchmarking platform for satellite-derived shoreline algorithms

Pinned Loading

  1. CoastSat CoastSat Public

    Global shoreline mapping tool from satellite imagery

    Jupyter Notebook 653 245

  2. CoastSat.slope CoastSat.slope Public

    Beach-face slope estimation from satellite-derived shorelines, extension of the CoastSat toolbox.

    Jupyter Notebook 56 17

  3. SatelliteShorelines/SDS_Benchmark SatelliteShorelines/SDS_Benchmark Public

    Benchmarking of satellite-derived shoreline mapping techniques

    Jupyter Notebook 16 10

  4. CoastSat.PlanetScope CoastSat.PlanetScope Public

    Forked from ydoherty/CoastSat.PlanetScope

    Batch shoreline extraction toolkit for PlanetScope Dove satellite imagery

    Python 2