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Big Earth Data Volume 2, 2018 - Issue 1
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Research Articles

Exploiting big earth data from space – first experiences with the timescan processing chain

T. EschGerman Remote Sensing Data Center (DFD), Earth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany.Correspondence [email protected]
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S. ÜreyenGerman Remote Sensing Data Center (DFD), Earth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany.View further author information
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J. ZeidlerGerman Remote Sensing Data Center (DFD), Earth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany.ORCID Iconhttp://orcid.org/0000-0001-9444-2296View further author information
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A. Metz–MarconciniGerman Remote Sensing Data Center (DFD), Earth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany.View further author information
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A. HirnerGerman Remote Sensing Data Center (DFD), Earth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany.View further author information
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H. AsamerGerman Remote Sensing Data Center (DFD), Earth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany.View further author information
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M. TumGerman Remote Sensing Data Center (DFD), Earth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany.View further author information
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M. BöttcherBrockmann Consult GmbH, Geesthacht, Germany.View further author information
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S. KucharIT4Innovations National Supercomputing Center VSB, Technical University of Ostrava, Poruba, Czech Republic.View further author information
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V. SvatonIT4Innovations National Supercomputing Center VSB, Technical University of Ostrava, Poruba, Czech Republic.View further author information
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M. MarconciniGerman Remote Sensing Data Center (DFD), Earth Observation Center (EOC), German Aerospace Center (DLR), Weßling, Germany.ORCID Iconhttp://orcid.org/0000-0002-5042-5176View further author information
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Pages 36-55 | Received 19 Jan 2018, Accepted 25 Jan 2018, Published online: 23 Feb 2018

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Thomas Esch, Hubert Asamer, Felix Bachofer, Jakub Balhar, Martin Boettcher, Enguerran Boissier, Pablo d' Angelo, Caroline M. Gevaert, Andreas Hirner, Katerina Jupova, Franz Kurz, Andy Yaw Kwarteng, Emmanuel Mathot, Mattia Marconcini, Alessandro Marin, Annekatrin Metz-Marconcini, Fabrizio Pacini, Marc Paganini, Hans Permana, Tomas Soukup, Soner Uereyen, Christopher Small, Vaclav Svaton & Julian Nils Zeidler. (2020) Digital world meets urban planet – new prospects for evidence-based urban studies arising from joint exploitation of big earth data, information technology and shared knowledge. International Journal of Digital Earth 13:1, pages 136-157.
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Tobias Storch, Christoph Reck, Stefanie Holzwarth, Bert Wiegers, Nico Mandery, Ulrich Raape, Christian Strobl, Rouven Volkmann, Martin Böttcher, Andreas Hirner, Johanna Senft, Nicolae Plesia, Thomas Kukuk, Stephan Meissl, Jens-Rainer Felske, Thomas Heege, Vanessa Keuck, Michael Schmidt & Helmut Staudenrausch. (2019) Insights into CODE-DE – Germany’s Copernicus data and exploitation platform. Big Earth Data 3:4, pages 338-361.
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Thomas Esch, Elisabeth Brzoska, Stefan Dech, Benjamin Leutner, Daniela Palacios-Lopez, Annekatrin Metz-Marconcini, Mattia Marconcini, Achim Roth & Julian Zeidler. (2022) World Settlement Footprint 3D - A first three-dimensional survey of the global building stock. Remote Sensing of Environment 270, pages 112877.
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A. D. Gvishiani, M. N. Dobrovolsky, B. V. Dzeranov & B. A. Dzeboev. (2022) Big Data in Geophysics and Other Earth Sciences. Izvestiya, Physics of the Solid Earth 58:1, pages 1-29.
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Richard J. Boothroyd, Richard D. Williams, Trevor B. Hoey, Brian Barrett & Octria A. Prasojo. (2020) Applications of Google Earth Engine in fluvial geomorphology for detecting river channel change. WIREs Water 8:1.
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Wieke Heldens, Cornelia Burmeister, Farah Kanani-Sühring, Björn Maronga, Dirk Pavlik, Matthias Sühring, Julian Zeidler & Thomas Esch. (2020) Geospatial input data for the PALM model system 6.0: model requirements, data sources and processing. Geoscientific Model Development 13:11, pages 5833-5873.
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Angel Hsu, Willie Khoo, Nihit Goyal & Martin Wainstein. (2020) Next-Generation Digital Ecosystem for Climate Data Mining and Knowledge Discovery: A Review of Digital Data Collection Technologies. Frontiers in Big Data 3.
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Marcelle Grenier, Nicholas Lantz, François Soulard & Jennie Wang. (2020) The use of combined Landsat and Radarsat data for urban ecosystem accounting in Canada. Statistical Journal of the IAOS 36:3, pages 823-839.
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Eli P. Fenichel, Ethan T. Addicott, Kristine M. Grimsrud, Glenn-Marie Lange, Ina Porras & Ben Milligan. (2020) Modifying national accounts for sustainable ocean development. Nature Sustainability 3:11, pages 889-895.
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Thomas Esch, Julian Zeidler, Daniela Palacios-Lopez, Mattia Marconcini, Achim Roth, Milena Mönks, Benjamin Leutner, Elisabeth Brzoska, Annekatrin Metz-Marconcini, Felix Bachofer, Sveinung Loekken & Stefan Dech. (2020) Towards a Large-Scale 3D Modeling of the Built Environment—Joint Analysis of TanDEM-X, Sentinel-2 and Open Street Map Data. Remote Sensing 12:15, pages 2391.
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Mattia Marconcini, Annekatrin Metz-Marconcini, Soner Üreyen, Daniela Palacios-Lopez, Wiebke Hanke, Felix Bachofer, Julian Zeidler, Thomas Esch, Noel Gorelick, Ashwin Kakarla, Marc Paganini & Emanuele Strano. (2020) Outlining where humans live, the World Settlement Footprint 2015. Scientific Data 7:1.
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Xinping Deng, Shanxin Guo, Luyi Sun & Jinsong Chen. (2020) Identification of Short-Rotation Eucalyptus Plantation at Large Scale Using Multi-Satellite Imageries and Cloud Computing Platform. Remote Sensing 12:13, pages 2153.
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Soner Uereyen & Claudia Kuenzer. (2019) A Review of Earth Observation-Based Analyses for Major River Basins. Remote Sensing 11:24, pages 2951.
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Jining Yan, Lizhe Wang, Weijing Song, Yunliang Chen, Xiaodao Chen & Ze Deng. (2019) A time-series classification approach based on change detection for rapid land cover mapping. ISPRS Journal of Photogrammetry and Remote Sensing 158, pages 249-262.
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Daniela Palacios-Lopez, Felix Bachofer, Thomas Esch, Wieke Heldens, Andreas Hirner, Mattia Marconcini, Alessandro Sorichetta, Julian Zeidler, Claudia Kuenzer, Stefan Dech, Andrew J. Tatem & Peter Reinartz. (2019) New Perspectives for Mapping Global Population Distribution Using World Settlement Footprint Products. Sustainability 11:21, pages 6056.
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H. Taubenböck, M. Weigand, T. Esch, J. Staab, M. Wurm, J. Mast & S. Dech. (2019) A new ranking of the world's largest cities—Do administrative units obscure morphological realities?. Remote Sensing of Environment 232, pages 111353.
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Johannes Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan & Craig Knoblock. (2018) Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections. ISPRS International Journal of Geo-Information 7:4, pages 148.
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