Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Sudmanns, Martin, Tiede, Dirk, Lang, Stefan, Bergstedt, Helena, Trost, Georg, Augustin, Hannah, Baraldi, Andrea, Blaschke, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2019
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
_version_ 1783575556619501568
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
work_keys_str_mv AT sudmannsmartin bigearthdatadisruptivechangesinearthobservationdatamanagementandanalysis
AT tiededirk bigearthdatadisruptivechangesinearthobservationdatamanagementandanalysis
AT langstefan bigearthdatadisruptivechangesinearthobservationdatamanagementandanalysis
AT bergstedthelena bigearthdatadisruptivechangesinearthobservationdatamanagementandanalysis
AT trostgeorg bigearthdatadisruptivechangesinearthobservationdatamanagementandanalysis
AT augustinhannah bigearthdatadisruptivechangesinearthobservationdatamanagementandanalysis
AT baraldiandrea bigearthdatadisruptivechangesinearthobservationdatamanagementandanalysis
AT blaschkethomas bigearthdatadisruptivechangesinearthobservationdatamanagementandanalysis