Dataversifying Natural Sciences: Pioneering a Data Lake Architecture for Curated Data-Centric Experiments in Life & Earth Sciences - Archive ouverte HAL Accéder directement au contenu
Communication Dans Un Congrès Année : 2024

Dataversifying Natural Sciences: Pioneering a Data Lake Architecture for Curated Data-Centric Experiments in Life & Earth Sciences

Résumé

This vision paper introduces a pioneering data lake architecture designed to meet Life & Earth sciences' burgeoning data management needs. As the data landscape evolves, the imperative to navigate and maximize scientific opportunities has never been greater. Our vision paper outlines a strategic approach to unify and integrate diverse datasets, aiming to cultivate a collaborative space conducive to scientific discovery. The core of the design and construction of a data lake is the development of formal and semi-automatic tools, enabling the meticulous curation of quantitative and qualitative data from experiments. Our unique "research-in-the-loop" methodology ensures that scientists across various disciplines are integrally involved in the curation process, combining automated, mathematical, and manual tasks to address complex problems, from seismic detection to biodiversity studies. By fostering reproducibility and applicability of research, our approach enhances the integrity and impact of scientific experiments. This initiative is set to improve data management practices, strengthening the capacity of Life & Earth sciences to solve some of our time's most critical environmental and biological challenges.
Fichier principal
Vignette du fichier
sample-2col.pdf (2.22 Mo) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-04524773 , version 1 (28-03-2024)

Licence

Paternité

Identifiants

  • HAL Id : hal-04524773 , version 1

Citer

Genoveva Vargas-Solar, Jérôme Darmont, Alejandro Adorjan, Javier A. Espinosa-Oviedo, Carmem Hara, et al.. Dataversifying Natural Sciences: Pioneering a Data Lake Architecture for Curated Data-Centric Experiments in Life & Earth Sciences. 8th International workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP@EDBT/ICDT 2024), Mar 2024, Paestum, Italy. ⟨hal-04524773⟩
1 Consultations
0 Téléchargements

Partager

Gmail Facebook X LinkedIn More