Big Data Technologies in DataBio
Year of publication
2021
Authors
Södergård, Caj; Mildorf, Tomas; Berre, Arne J.; Tsalgatidou, Aphrodite; Charvát, Karel
Abstract
In this introductory chapter, we present the technological background needed for understanding the work in DataBio. We start with basic concepts of Big Data including the main characteristics volume, velocity and variety. Thereafter, we discuss data pipelines and the Big Data Value (BDV) Reference Model that is referred to repeatedly in the book. The layered reference model ranges from data acquisition from sensors up to visualization and user interaction. We then discuss the differences between open and closed data. These differences are important for farmers, foresters and fishermen to understand, when they are considering sharing their professional data. Data sharing is significantly easier, if the data management conforms to the FAIR principles. We end the chapter by describing our DataBio platform that is a software development platform. It is an environment in which a piece of software is developed and improved in an iterative process providing a toolset for services in agriculture, forestry and fishery. The DataBio assets are gathered on the DataBio Hub that links to content both on the DataBio website and to Docker software repositories on clouds.
Show moreOrganizations and authors
Publication type
Publication format
Article
Parent publication type
Compilation
Article type
Other article
Audience
ScientificPeer-reviewed
Peer-ReviewedMINEDU's publication type classification code
A3 Book section, Chapters in research booksPublication channel information
Parent publication name
Big Data in Bioeconomy: Results from the European DataBio Project
Publisher
Pages
3-15
ISBN
Publication forum
Publication forum level
2
Open access
Open access in the publisher’s service
Yes
License of the publisher’s version
CC BY
Self-archived
No
Other information
Fields of science
Electronic, automation and communications engineering, electronics
Keywords
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Language
English
International co-publication
Yes
Co-publication with a company
Yes
DOI
10.1007/978-3-030-71069-9_1
The publication is included in the Ministry of Education and Culture’s Publication data collection
Yes