Integrating the biodiversity genomics continuum: harmonising data from barcodes to reference genomes

Biodiversity genomics is converging from historically separate approaches — DNA barcoding and reference genome sequencing — into an integrated digital ecosystem driven by shared data stewardship principles: transparent provenance, persistent identifiers and interoperable repositories. We demonstrate how these workflows can operate within a unified informatics architecture spanning data generation, validation, publication and reuse. We describe coordinated infrastructure, including the European BOLD mirror, ERGA Genome Tracking Console and metadata platforms COPO and PlutoF. These systems employ harmonised validation pipelines, shared metadata standards that bridge the Darwin Core and Genomic Standards Consortium vocabularies and automated data exchange amongst ENA, UNITE and GBIF. Workflows in Galaxy, Nextflow and Snakemake are registered in WorkflowHub as Research Object Crates (RO-Crates), ensuring reproducibility and complete provenance. Key outcomes include comprehensive data flow documentation, automated quality control using BUSCO and ERGA Assembly Reports and robust specimen-to-data linkage. We identify challenges in metadata harmonisation, distributed tracking, collaborative attribution and infrastructure sustainability and provide recommendations for addressing them through existing platforms and emerging RO-Crate standards. This work establishes practical foundations for treating biodiversity molecular data as a continuum, demonstrating how FAIR principles can scale to continental initiatives.

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Publication Details

Journal
Research Ideas and Outcomes
Published
2026-03-17
DOI
https://doi.org/10.3897/rio.12.e187033
Primary Topic
Research Data Management Practices
Type
article
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0.00
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article

Integrating the biodiversity genomics continuum: harmonising data from barcodes to reference genomes

Felix Shaw, C Raymond Goble, Edmund Chadwick, Seanna McTaggart et al.
Research Ideas and Outcomes
Research Data Management Practices
article

Integrating the biodiversity genomics continuum: harmonising data from barcodes to reference genomes

Felix Shaw, C Raymond Goble, Edmund Chadwick, Seanna McTaggart, Katharina F. Heil, Joana Paupério, Laura Alejandra Nájera-cortazar, Nick Juty Nick Juty, Tomasz Rewicz, Ivo Gut, Christian de Guttry, Rutger Vos, Tyler Alioto, Marta Gut, Physilia Chua, Peter Woollard, Robert Waterhouse, Diego De Panis, Astrid Böhne, Stian Soiland-Reyes, Tom Brown
article en

Abstract

Biodiversity genomics is converging from historically separate approaches — DNA barcoding and reference genome sequencing — into an integrated digital ecosystem driven by shared data stewardship principles: transparent provenance, persistent identifiers and interoperable repositories. We demonstrate how these workflows can operate within a unified informatics architecture spanning data generation, validation, publication and reuse. We describe coordinated infrastructure, including the European BOLD mirror, ERGA Genome Tracking Console and metadata platforms COPO and PlutoF. These systems employ harmonised validation pipelines, shared metadata standards that bridge the Darwin Core and Genomic Standards Consortium vocabularies and automated data exchange amongst ENA, UNITE and GBIF. Workflows in Galaxy, Nextflow and Snakemake are registered in WorkflowHub as Research Object Crates (RO-Crates), ensuring reproducibility and complete provenance. Key outcomes include comprehensive data flow documentation, automated quality control using BUSCO and ERGA Assembly Reports and robust specimen-to-data linkage. We identify challenges in metadata harmonisation, distributed tracking, collaborative attribution and infrastructure sustainability and provide recommendations for addressing them through existing platforms and emerging RO-Crate standards. This work establishes practical foundations for treating biodiversity molecular data as a continuum, demonstrating how FAIR principles can scale to continental initiatives.

Research Ideas and OutcomesVol. 12
SIB Swiss Institute of Bioinformatics (CH), Naturalis Biodiversity Center (NL), European Bioinformatics Institute (GB), University of Manchester (GB), University of Łódź (PL), ProterixBio (United States) (US), Zoological Research Museum Alexander Koenig (DE), Earlham Institute (GB), Berlin Center for Genomics in Biodiversity Research (DE), Centro Nacional de Análisis Genómico (ES), Leibniz Institute for Zoo and Wildlife Research (DE), Leibniz Institute for the Analysis of Biodiversity Change (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 20%
Research Data Management Practices
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