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Research Articles

The challenges of a Big Data Earth

Pages 1-7 | Received 02 Oct 2017, Accepted 22 Oct 2017, Published online: 16 Jan 2018

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Martin Sudmanns, Dirk Tiede, Stefan Lang, Helena Bergstedt, Georg Trost, Hannah Augustin, Andrea Baraldi & Thomas Blaschke. (2020) Big Earth data: disruptive changes in Earth observation data management and analysis?. International Journal of Digital Earth 13:7, pages 832-850.
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Jinlong Ai, Shuyuan Xiao, Hui Feng, Huan Wang, Gensuo Jia & Yonghong Hu. (2020) A global terrestrial ecosystem respiration dataset (2001-2010) estimated with MODIS land surface temperature and vegetation indices. Big Earth Data 4:2, pages 142-152.
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Gregory Giuliani, Bruno Chatenoux, Antonio Benvenuti, Pierre Lacroix, Mattia Santoro & Paolo Mazzetti. (2020) Monitoring land degradation at national level using satellite Earth Observation time-series data to support SDG15 – exploring the potential of data cube. Big Earth Data 4:1, pages 3-22.
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Jie Song, Yan Ma, Zhixin Zhang & Peng Liu. (2023) An In-Memory Data-Cube Aware Distributed Data Discovery Across Clouds for Remote Sensing Big Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 4529-4548.
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Luciano J.S. Anjos, Everaldo Barreiros de Souza, Calil Torres Amaral, Tassio Koiti Igawa & Peter Mann de Toledo. (2021) Future projections for terrestrial biomes indicate widespread warming and moisture reduction in forests up to 2100 in South America. Global Ecology and Conservation 25, pages e01441.
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Qinke Yang, Mengyang Zhu, Chunmei Wang, Xiaoping Zhang, Baoyuan Liu, Xin Wei, Guowei Pang, Chaozhen Du & Lihua Yang. (2020) Study on a soil erosion sampling survey in the Pan-Third Pole region based on higher-resolution images. International Soil and Water Conservation Research 8:4, pages 440-451.
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Gregory Giuliani, Elvire Egger, Julie Italiano, Charlotte Poussin, Jean-Philippe Richard & Bruno Chatenoux. (2020) Essential Variables for Environmental Monitoring: What Are the Possible Contributions of Earth Observation Data Cubes?. Data 5:4, pages 100.
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Yinyi Cheng, Kefa Zhou, Jinlin Wang & Jining Yan. (2020) Big Earth Observation Data Integration in Remote Sensing Based on a Distributed Spatial Framework. Remote Sensing 12:6, pages 972.
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Gregory Giuliani, Gilberto Camara, Brian Killough & Stuart Minchin. (2019) Earth Observation Open Science: Enhancing Reproducible Science Using Data Cubes. Data 4:4, pages 147.
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Gregory Giuliani, Joan Masó, Paolo Mazzetti, Stefano Nativi & Alaitz Zabala. (2019) Paving the Way to Increased Interoperability of Earth Observations Data Cubes. Data 4:3, pages 113.
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Angela Lausch, Erik Borg, Jan Bumberger, Peter Dietrich, Marco Heurich, Andreas Huth, András Jung, Reinhard Klenke, Sonja Knapp, Hannes Mollenhauer, Hendrik Paasche, Heiko Paulheim, Marion Pause, Christian Schweitzer, Christiane Schmulius, Josef Settele, Andrew Skidmore, Martin Wegmann, Steffen Zacharias, Toralf Kirsten & Michael Schaepman. (2018) Understanding Forest Health with Remote Sensing, Part III: Requirements for a Scalable Multi-Source Forest Health Monitoring Network Based on Data Science Approaches. Remote Sensing 10:7, pages 1120.
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