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GeoMultiSens: Scalable Multi-Sensor Analysis Platform for Remote Sensing Data

Cite as:

Sips, Mike; Dransch, Doris; Eggert, Daniel; Freytag, Johann-Christoph; Hollstein, Andre; Hostert, Patrick; Peters, Mathias; Pflugmacher, Dirk; Rabe, Andreas; Reinefeld, Alexander; Scheffler, Daniel; Schintke, Florian; Segl, Karl; Seibert, Felix; Taeschner, Jochen (2018): GeoMultiSens: Scalable Multi-Sensor Analysis Platform for Remote Sensing Data. V. 1.0.0. GFZ Data Services. http://doi.org/10.5880/GFZ.1.5.2018.005

Status

I   N       R   E   V   I   E   W : Sips, Mike; Dransch, Doris; Eggert, Daniel; Freytag, Johann-Christoph; Hollstein, Andre; Hostert, Patrick; Peters, Mathias; Pflugmacher, Dirk; Rabe, Andreas; Reinefeld, Alexander; Scheffler, Daniel; Schintke, Florian; Segl, Karl; Seibert, Felix; Taeschner, Jochen (2018): GeoMultiSens: Scalable Multi-Sensor Analysis Platform for Remote Sensing Data. V. 1.0.0. GFZ Data Services. http://doi.org/10.5880/GFZ.1.5.2018.005

Abstract

GeoMultiSens developed an integrated processing pipeline to support the analysis of homogenized data from various remote sensing archives. The processing pipeline has five main components: (1) visual assessment of remote sensing Earth observations, (2) homogenization of selected Earth observation, (3) efficient data management with XtreemFS, (4) Python-based parallel processing and analysis algorithms implemented in a Flink cloud environment, and (5) visual exploration of the results. GeoMultiSens currently supports the classification of land-cover for Europe.

Dataset Contact

  • Sips, Mike; GFZ German Research Centre for Geosciences, Potsdam, Germany;

Keywords

remote sensing, satellite data, visualilsation

GCMD Science Keywords

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        • Dataset_Title: GeoMultiSens: Scalable Multi-Sensor Analysis Platform for Remote Sensing Data
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        • Dataset_Publisher: GFZ Data Services
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      • Keyword: remote sensing
      • Keyword: satellite data
      • Keyword: visualilsation
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      • Summary
        • Abstract: GeoMultiSens developed an integrated processing pipeline to support the analysis of homogenized data from various remote sensing archives. The processing pipeline has five main components: (1) visual assessment of remote sensing Earth observations, (2) homogenization of selected Earth observation, (3) efficient data management with XtreemFS, (4) Python-based parallel processing and analysis algorithms implemented in a Flink cloud environment, and (5) visual exploration of the results. GeoMultiSens currently supports the classification of land-cover for Europe.
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        • givenName: Patrick
        • familyName: Hostert
        • nameIdentifier (nameIdentifierScheme=ORCID): 0000-0002-5730-5484
        • affiliation: Humbold-Universität zu Berlin, Deutschland
      • creator
        • creatorName: Peters, Mathias
        • givenName: Mathias
        • familyName: Peters
        • affiliation: Humbold-Universität zu Berlin, Deutschland
      • creator
        • creatorName: Pflugmacher, Dirk
        • givenName: Dirk
        • familyName: Pflugmacher
        • nameIdentifier (nameIdentifierScheme=ORCID): 0000-0002-2226-4029
        • affiliation: Humbold-Universität zu Berlin, Deutschland
      • creator
        • creatorName: Rabe, Andreas
        • givenName: Andreas
        • familyName: Rabe
        • affiliation: Humbold-Universität zu Berlin, Deutschland
      • creator
        • creatorName: Reinefeld, Alexander
        • givenName: Alexander
        • familyName: Reinefeld
        • affiliation: Konrad-Zuse-Zentrum-für Informationstechnik Berlin, Deutschland
      • creator
        • creatorName: Scheffler, Daniel
        • givenName: Daniel
        • familyName: Scheffler
        • nameIdentifier (nameIdentifierScheme=ORCID): 0000-0003-4106-8928
        • affiliation: GFZ German Research Centre for Geosciences, Potsdam, Germany
      • creator
        • creatorName: Schintke, Florian
        • givenName: Florian
        • familyName: Schintke
        • affiliation: Konrad-Zuse-Zentrum-für Informationstechnik Berlin, Deutschland
      • creator
        • creatorName: Segl, Karl
        • givenName: Karl
        • familyName: Segl
        • affiliation: GFZ German Research Centre for Geosciences, Potsdam, Germany
      • creator
        • creatorName: Seibert, Felix
        • givenName: Felix
        • familyName: Seibert
        • affiliation: Konrad-Zuse-Zentrum-für Informationstechnik Berlin, Deutschland
      • creator
        • creatorName: Taeschner, Jochen
        • givenName: Jochen
        • familyName: Taeschner
        • affiliation: Humbold-Universität zu Berlin, Deutschland

Files

License: GNU General Public License, Version 3, 29 June 2007, Copyright Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences

Software Description

Supplement to