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JosephDoun/README.md

Hi there 👋

I'm Joseph! A Data Scientist and ML Engineer with an academic education in Spatial Development Engineering and an extensive knowledge of GIS technologies.

About me 💡

I started my career working with image data containing geographic information and I am highly aware of sensor geometries and the impact they have on spatial accuracy.

Lately, I am interested in designing and developing solutions utilizing all kinds of data sources in other domains, and I'm experienced in encoding all sorts of information for model consumption.

  • 🔭 I’m currently working on msi2slstr, a prototype data-fusion python package for satellite images of the Copernicus programme.

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  1. msi2slstr msi2slstr Public

    AI assisted data fusion software for Sentinel-2 MSI and Sentinel-3 SLSTR Level 1 and 2 products

    Python 3

  2. msi2slstr-training-lightning-implementation msi2slstr-training-lightning-implementation Public

    Public training environment for the msi2slstr model.

    Python 1

  3. msi2slstr-datagen msi2slstr-datagen Public

    Scripts to generate a msi2slstr training dataset for desired dates. It pairs and aligns Sentinel-2 L1C and Sentinel-3 RBT/LST pairs for the task of data fusion.

    Shell 1

  4. mappov-view-angle-changer mappov-view-angle-changer Public

    Changes the point-of-view angle of a land cover map using a digital surface model. Can provide information on building wall exposure during Land Surface Temperature acquisitions.

    C++ 1

  5. earthpulse/eotdl earthpulse/eotdl Public

    Earth Observation Training Datasets

    Jupyter Notebook 18 6

  6. Marine_traffic_monitoring_app Marine_traffic_monitoring_app Public

    A marine traffic monitoring application utilizing data from VesselFinder.com, from the perspective of land. It is aimed to assist port workers by providing accessible information of interest.

    Java 3