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. https://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. https://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.

Authors

Sips, Mike;GFZ German Research Centre for Geosciences, Potsdam, Germany
Dransch, Doris;GFZ German Research Centre for Geosciences, Potsdam, Germany
Eggert, Daniel;GFZ German Research Centre for Geosciences, Potsdam, Germany
Freytag, Johann-Christoph;Humbold-Universität zu Berlin, Deutschland
Hollstein, Andre;GFZ German Research Centre for Geosciences, Potsdam, Germany
Hostert, Patrick;Humbold-Universität zu Berlin, Deutschland
Peters, Mathias;Humbold-Universität zu Berlin, Deutschland
Pflugmacher, Dirk;Humbold-Universität zu Berlin, Deutschland
Rabe, Andreas;Humbold-Universität zu Berlin, Deutschland
Reinefeld, Alexander;Konrad-Zuse-Zentrum-für Informationstechnik Berlin, Deutschland
Scheffler, Daniel;GFZ German Research Centre for Geosciences, Potsdam, Germany
Schintke, Florian;Konrad-Zuse-Zentrum-für Informationstechnik Berlin, Deutschland
Segl, Karl;GFZ German Research Centre for Geosciences, Potsdam, Germany
Seibert, Felix;Konrad-Zuse-Zentrum-für Informationstechnik Berlin, Deutschland
Taeschner, Jochen;Humbold-Universität zu Berlin, Deutschland