Back to Search Start Over

Think global, cube local: an Earth Observation Data Cube’s contribution to the Digital Earth vision

Authors :
Martin Sudmanns
Hannah Augustin
Brian Killough
Gregory Giuliani
Dirk Tiede
Alex Leith
Fang Yuan
Adam Lewis
Source :
Big Earth Data, Vol 7, Iss 3, Pp 831-859 (2023)
Publication Year :
2023
Publisher :
Taylor & Francis Group, 2023.

Abstract

ABSTRACTThe 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.

Details

Language :
English
ISSN :
20964471 and 25745417
Volume :
7
Issue :
3
Database :
Directory of Open Access Journals
Journal :
Big Earth Data
Publication Type :
Academic Journal
Accession number :
edsdoj.7338f84466f14e028f0d923aba7d9291
Document Type :
article
Full Text :
https://doi.org/10.1080/20964471.2022.2099236