Projekte pro Jahr
Abstract
The technological landscape for managing big Earth observation (EO) data ranges from global solutions on large cloud infrastructures with web-based access to self-hosted implementations. EO data cubes are a leading technology for facilitating big EO data analysis and can be deployed on different spatial scales: local, national, regional, or global. Several EO data cubes with a geographic focus ("local EO data cubes") have been implemented. However, their alignment with the Digital Earth (DE) vision and the benefits and trade-offs in creating and maintaining them ought to be further examined. We investigate local EO data cubes from five perspectives (science, business and industry, government and policy, education, communities and citizens) and illustrate four examples covering three continents at different geographic scales (Swiss Data Cube, semantic EO data cube for Austria, DE Africa, Virginia Data Cube). A local EO data cube can benefit many stakeholders and players but requires several technical developments. These developments include enabling local EO data cubes based on public, global, and cloud-native EO data streaming and interoperability between local EO data cubes. We argue that blurring the dichotomy between global and local aligns with the DE vision to access the world's knowledge and explore information about the planet.
Originalsprache | Englisch |
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Seiten (von - bis) | 831-859 |
Fachzeitschrift | Big Earth Data |
Jahrgang | 7 |
Ausgabenummer | 3 |
DOIs | |
Publikationsstatus | Veröffentlicht - 3 Juli 2023 |
Bibliographische Notiz
Funding Information:The research on the Austrian Sen2Cube.at semantic EO data cube was funded by the Austrian Research Promotion Agency (FFG) under the Austrian Space Application Programme (ASAP) within the projects Sen2Cube.at (project no.:866016), SemantiX (project no.: 878939) and SIMS (project no.: 885365).
Funding Information:
Initially funded by the Australian Government and the Helmsley Charitable Trust, DE Africa aims to develop a self-sustaining program with all operations and management hosted in Africa. As of early 2022, the DE Africa platform has been operational in AWS Africa (Cape Town) region for over a year, hosting over 3 petabytes of ARD and continental-wide services, providing insights on surface water (Halabisky et al., ), cropland extent (Burton et al., ) and vegetation cover. A program management office, hosted at the South African National Space Agency, is being set up. Similar regional-scale data management solutions are also being planned for the Pacific Island Countries and Territories and the Americas in the future. Though these are examples of regional data systems, they are also agile and interoperable with smaller-scale data solutions at the local level.
Publisher Copyright:
© 2022 The Author(s). Published by Taylor & Francis Group and Science Press on behalf of the International Society for Digital Earth, supported by the International Research Center of Big Data for Sustainable Development Goals, and CASEarth Strategic Priority Research Programme.
Systematik der Wissenschaftszweige 2012
- 211 Andere Technische Wissenschaften
- 107 Andere Naturwissenschaften
Projekte
- 3 Abgeschlossen
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SIMS: Soil sealing identification and monitoring system
Tiede, D. (Projektleitung), Sudmanns, M. (Projektmitarbeiter/in), Augustin, H. L. (Projektmitarbeiter/in) & Strasser, T. (Projektmitarbeiter/in)
1/09/21 → 31/05/23
Projekt: Forschung
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SemantiX: A cross-sensor semantic EO data cube to open and leverage essential climate variables with scientists and the public
Tiede, D. (Projektleitung), Sudmanns, M. (Projektmitarbeiter/in) & Augustin, H. L. (Projektmitarbeiter/in)
1/08/20 → 31/12/22
Projekt: Forschung
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Sen2Cube.at: Sentinel-2 Semantic Data Cube Austria
Tiede, D. (Projektleitung) & Sudmanns, M. (Projektmitarbeiter/in)
2/07/18 → 31/07/20
Projekt: Forschung