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Big Earth data: disruptive changes in Earth observation data management and analysis?
Turning Earth observation (EO) data consistently and systematically into valuable global information layers is an ongoing challenge for the EO community. Recently, the term ‘big Earth data’ emerged to describe massive EO datasets that confronts analysts and their traditional workflows with a range o...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7455055/ https://www.ncbi.nlm.nih.gov/pubmed/32939223 http://dx.doi.org/10.1080/17538947.2019.1585976 |
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author | Sudmanns, Martin Tiede, Dirk Lang, Stefan Bergstedt, Helena Trost, Georg Augustin, Hannah Baraldi, Andrea Blaschke, Thomas |
author_facet | Sudmanns, Martin Tiede, Dirk Lang, Stefan Bergstedt, Helena Trost, Georg Augustin, Hannah Baraldi, Andrea Blaschke, Thomas |
author_sort | Sudmanns, Martin |
collection | PubMed |
description | Turning Earth observation (EO) data consistently and systematically into valuable global information layers is an ongoing challenge for the EO community. Recently, the term ‘big Earth data’ emerged to describe massive EO datasets that confronts analysts and their traditional workflows with a range of challenges. We argue that the altered circumstances must be actively intercepted by an evolution of EO to revolutionise their application in various domains. The disruptive element is that analysts and end-users increasingly rely on Web-based workflows. In this contribution we study selected systems and portals, put them in the context of challenges and opportunities and highlight selected shortcomings and possible future developments that we consider relevant for the imminent uptake of big Earth data. |
format | Online Article Text |
id | pubmed-7455055 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-74550552020-09-14 Big Earth data: disruptive changes in Earth observation data management and analysis? Sudmanns, Martin Tiede, Dirk Lang, Stefan Bergstedt, Helena Trost, Georg Augustin, Hannah Baraldi, Andrea Blaschke, Thomas Int J Digit Earth Review Article Turning Earth observation (EO) data consistently and systematically into valuable global information layers is an ongoing challenge for the EO community. Recently, the term ‘big Earth data’ emerged to describe massive EO datasets that confronts analysts and their traditional workflows with a range of challenges. We argue that the altered circumstances must be actively intercepted by an evolution of EO to revolutionise their application in various domains. The disruptive element is that analysts and end-users increasingly rely on Web-based workflows. In this contribution we study selected systems and portals, put them in the context of challenges and opportunities and highlight selected shortcomings and possible future developments that we consider relevant for the imminent uptake of big Earth data. Taylor & Francis 2019-03-14 /pmc/articles/PMC7455055/ /pubmed/32939223 http://dx.doi.org/10.1080/17538947.2019.1585976 Text en © 2019 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Review Article Sudmanns, Martin Tiede, Dirk Lang, Stefan Bergstedt, Helena Trost, Georg Augustin, Hannah Baraldi, Andrea Blaschke, Thomas Big Earth data: disruptive changes in Earth observation data management and analysis? |
title | Big Earth data: disruptive changes in Earth observation data management and analysis? |
title_full | Big Earth data: disruptive changes in Earth observation data management and analysis? |
title_fullStr | Big Earth data: disruptive changes in Earth observation data management and analysis? |
title_full_unstemmed | Big Earth data: disruptive changes in Earth observation data management and analysis? |
title_short | Big Earth data: disruptive changes in Earth observation data management and analysis? |
title_sort | big earth data: disruptive changes in earth observation data management and analysis? |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7455055/ https://www.ncbi.nlm.nih.gov/pubmed/32939223 http://dx.doi.org/10.1080/17538947.2019.1585976 |
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