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  • Deutsches Klimarechenzentrum
  • Hamburg, Germany
  • X @crlna20

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@DKRZ-AIM
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crlna16/README.md

Hi there 👋 I'm Caroline Arnold

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  • 🔭 I’m currently working as a Helmholtz AI Consultant for Earth and Environment at the German Climate Computing Center in Hamburg, Germany
  • 🌱 I’m developing machine learning algorithms and data science workflows for researchers
  • 👯 Our group publishes tools and courses at https://github.com/DKRZ-AIM
  • 💬 I'm interested in teaching (scientific) software development, data science, and machine learning
  • 📫 How to reach me: arnold@dkrz.de

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  1. ai4eo-challenge-slovenia ai4eo-challenge-slovenia Public

    AI4EO challenge: Use Sentinel-2 satellite images to classify cultivated land in Slovenia with increased spatial resolution. Team: EagleEyes

    Jupyter Notebook 1

  2. ai4eo-hyperview ai4eo-hyperview Public

    Jupyter Notebook

  3. ai4foodsecurity ai4foodsecurity Public

    AI4FoodSecurity Challenge: Identify crops within season and in the next season, using Planet, Sentinel-1, and Sentinel-2 satellite imagery.

    Jupyter Notebook 2

  4. d4g-tutorial d4g-tutorial Public

    Machine learning tutorial for remote sensing scientists. We follow the lifecycle of a machine learning project with the example of predicting wind speed from CyGNSS data. Developed for the D4G Remo…

    Jupyter Notebook 1 1

  5. ocean-boundaries ocean-boundaries Public

    A repository containing various tools to analyze and process ocean data, including Jupyter Notebooks

    Jupyter Notebook 2

  6. ai4eo-enhanced-sentinel-agriculture-permanent ai4eo-enhanced-sentinel-agriculture-permanent Public

    AI4EO permanent challenge - enhanced Sentinel agriculture in Slovenia

    Python 1