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CEBA: A Data Lake for Data Sharing and Environmental Monitoring

This article presents a platform for environmental data named “Environmental Cloud for the Benefit of Agriculture” (CEBA). The CEBA should fill the gap of a regional institutional platform to share, search, store and visualize heterogeneous scientific data related to the environment and agricultural...

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Detalles Bibliográficos
Autores principales: Sarramia, David, Claude, Alexandre, Ogereau, Francis, Mezhoud, Jérémy, Mailhot, Gilles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9003009/
https://www.ncbi.nlm.nih.gov/pubmed/35408347
http://dx.doi.org/10.3390/s22072733
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author Sarramia, David
Claude, Alexandre
Ogereau, Francis
Mezhoud, Jérémy
Mailhot, Gilles
author_facet Sarramia, David
Claude, Alexandre
Ogereau, Francis
Mezhoud, Jérémy
Mailhot, Gilles
author_sort Sarramia, David
collection PubMed
description This article presents a platform for environmental data named “Environmental Cloud for the Benefit of Agriculture” (CEBA). The CEBA should fill the gap of a regional institutional platform to share, search, store and visualize heterogeneous scientific data related to the environment and agricultural researches. One of the main features of this tool is its ease of use and the accessibility of all types of data. To answer the question of data description, a scientific consensus has been established around the qualification of data with at least the information “when” (time), “where” (geographical coordinates) and “what” (metadata). The development of an on-premise solution using the data lake concept to provide a cloud service for end-users with institutional authentication and for open data access has been completed. Compared to other platforms, CEBA fully supports the management of geographic coordinates at every stage of data management. A comprehensive JavaScript Objet Notation (JSON) architecture has been designed, among other things, to facilitate multi-stage data enrichment. Data from the wireless network are queried and accessed in near real-time, using a distributed JSON-based search engine.
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spelling pubmed-90030092022-04-13 CEBA: A Data Lake for Data Sharing and Environmental Monitoring Sarramia, David Claude, Alexandre Ogereau, Francis Mezhoud, Jérémy Mailhot, Gilles Sensors (Basel) Article This article presents a platform for environmental data named “Environmental Cloud for the Benefit of Agriculture” (CEBA). The CEBA should fill the gap of a regional institutional platform to share, search, store and visualize heterogeneous scientific data related to the environment and agricultural researches. One of the main features of this tool is its ease of use and the accessibility of all types of data. To answer the question of data description, a scientific consensus has been established around the qualification of data with at least the information “when” (time), “where” (geographical coordinates) and “what” (metadata). The development of an on-premise solution using the data lake concept to provide a cloud service for end-users with institutional authentication and for open data access has been completed. Compared to other platforms, CEBA fully supports the management of geographic coordinates at every stage of data management. A comprehensive JavaScript Objet Notation (JSON) architecture has been designed, among other things, to facilitate multi-stage data enrichment. Data from the wireless network are queried and accessed in near real-time, using a distributed JSON-based search engine. MDPI 2022-04-02 /pmc/articles/PMC9003009/ /pubmed/35408347 http://dx.doi.org/10.3390/s22072733 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Sarramia, David
Claude, Alexandre
Ogereau, Francis
Mezhoud, Jérémy
Mailhot, Gilles
CEBA: A Data Lake for Data Sharing and Environmental Monitoring
title CEBA: A Data Lake for Data Sharing and Environmental Monitoring
title_full CEBA: A Data Lake for Data Sharing and Environmental Monitoring
title_fullStr CEBA: A Data Lake for Data Sharing and Environmental Monitoring
title_full_unstemmed CEBA: A Data Lake for Data Sharing and Environmental Monitoring
title_short CEBA: A Data Lake for Data Sharing and Environmental Monitoring
title_sort ceba: a data lake for data sharing and environmental monitoring
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9003009/
https://www.ncbi.nlm.nih.gov/pubmed/35408347
http://dx.doi.org/10.3390/s22072733
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