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  <title>Geosoft II 2020/21 - An openEO back-end driver for geospatial data science using the Pangeo software stack</title>
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        <h1>An openEO back-end driver for geospatial data science using the Pangeo software stack</h1>
        <h2>Open Source code from Geosoft II seminar at ifgi, winter semester 2019/20</h2>
        <p><a href="index.html">Organisation page</a></p>
      </header>
      <section id="project" class="clearfix">
        <h2>About the course</h2>
        <p>During the winter semester 2020/21 the bachelor students at the
          <a href="http://ifgi.uni-muenster.de/">Institute for Geoinformatics (ifgi)</a> 
            were challenged to develop an openEO back-end driver using latest Python-based numerical processing libraries.
            The <a href="https://openeo.org/">openEO</a> project developed an API for exposing the power of big Earth observation cloud infrastructures in a standardised way based on the data cube paradigm.
            The openEO API allows users to easily switch between service and infrastructure providers and use the most suitable or cost-effective solution.  
            In the "story" of the seminar, a startup wants to provide a new implementation of the openEO API based on the Pangeo software stack (xarray, Dask) to its customers and the students are hired to do just that.
            The group achieved quite impressive results, including a complex CI test setup, nicely demonstrated in a number of Jupyter Notebooks.
            <br/><br/>
            You can download the <a href="files/GeoSoft_2_WS2021.pdf">full project requirements document</a> for details.
        </p>
          <br />The course was taught by <a href="http://knoth.staff.ifgi.de/" class="user-mention">Christian Knoth</a>, <a href="https://nuest.staff.ifgi.de/">Daniel Nüst</a> and
          <a href="http://pebesma.staff.ifgi.de/">Edzer Pebesma</a>.<//p>
        <p>
          <a href="https://studium.uni-muenster.de/qisserver/rds?state=verpublish&status=init&vmfile=no&publishid=324127&moduleCall=webInfo&publishConfFile=webInfo&publishSubDir=veranstaltung">LSF
            Nr.: 142952</a>&nbsp;&mdash;&nbsp;
          <a href="https://xsso.uni-muenster.de/LearnWeb/learnweb2/course/view.php?id=47675">Learnweb</a>
        </p>
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        <h2>Demos</h2>
        <p><a href="https://github.com/Geosoft2/Demos">https://github.com/Geosoft2/Demos/</a></p>

        <h2>API project with ready-to-use docker-compose configuration</h2>
        <p>
          <a href="https://github.com/Geosoft2/GeoSoftII_Projekt">https://github.com/Geosoft2/GeoSoftII_Projekt</a>
        </p>
        <p>
          <img alt="Job JSON screenshot" src="images/job.jpg" width="100%" />
        </p>

        <h2>Microservices for processes and management</h2>
        <p>
          <a href="https://github.com/Geosoft2/GeoSoftII_SST_Process">https://github.com/Geosoft2/GeoSoftII_SST_Process</a> <br />
          <a href="https://github.com/Geosoft2/GeoSoftII_DataServer">https://github.com/Geosoft2/GeoSoftII_DataServer</a> <br />
          <a href="https://github.com/Geosoft2/GeoSoftII_JobManagement">https://github.com/Geosoft2/GeoSoftII_JobManagement</a> <br />
          <a href="https://github.com/Geosoft2/GeoSoftII_Frontend">https://github.com/Geosoft2/GeoSoftII_Frontend</a> <br />
          <a href="https://github.com/Geosoft2/GeoSoftII_NDVI_Process">https://github.com/Geosoft2/GeoSoftII_NDVI_Process</a>
        </p>
        
        <p>
          <img alt="SST" src="images/sst.jpg" width="100%" />
        </p>

        <h2>Test repository using GitHub actions</h2>
        <p>
          <a href="https://github.com/Geosoft2/TestRepo">https://github.com/Geosoft2/TestRepo</a>
        </p>
        <p>
          <img alt="Screenshot" src="images/ci-tests.jpg" width="100%" />
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