Big Earth data: disruptive changes in Earth observation data management and analysis?

151Citations
Citations of this article
248Readers
Mendeley users who have this article in their library.

This article is free to access.

Abstract

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.

References Powered by Scopus

Google Earth Engine: Planetary-scale geospatial analysis for everyone

8846Citations
N/AReaders
Get full text

High-resolution global maps of 21st-century forest cover change

8240Citations
N/AReaders
Get full text

High-resolution mapping of global surface water and its long-term changes

3478Citations
N/AReaders
Get full text

Cited by Powered by Scopus

Remote sensing image segmentation advances: A meta-analysis

196Citations
N/AReaders
Get full text

LiCSAR: An automatic InSAR tool for measuring and monitoring tectonic and volcanic activity

175Citations
N/AReaders
Get full text

Remote Sensing Big Data for Water Environment Monitoring: Current Status, Challenges, and Future Prospects

120Citations
N/AReaders
Get full text

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Cite

CITATION STYLE

APA

Sudmanns, M., Tiede, D., Lang, S., Bergstedt, H., Trost, G., Augustin, H., … Blaschke, T. (2020, July 2). Big Earth data: disruptive changes in Earth observation data management and analysis? International Journal of Digital Earth. Taylor and Francis Ltd. https://doi.org/10.1080/17538947.2019.1585976

Readers over time

‘19‘20‘21‘22‘23‘24‘25020406080

Readers' Seniority

Tooltip

PhD / Post grad / Masters / Doc 96

65%

Researcher 30

20%

Professor / Associate Prof. 15

10%

Lecturer / Post doc 6

4%

Readers' Discipline

Tooltip

Earth and Planetary Sciences 34

29%

Environmental Science 33

28%

Computer Science 31

26%

Engineering 21

18%

Article Metrics

Tooltip
Mentions
News Mentions: 3

Save time finding and organizing research with Mendeley

Sign up for free
0