Horizon 1 1 17 ACLN : Articles dans des revues avec comité de lecture non répertoriées par l'AERES Biodiversity Information Science and Standards e135729 [5 ] 2024 fdi:010095715 ENG Biodiversity Information Science and Standards 2535-0897 10.3897/biss.8.135729 https://www.documentation.ird.fr/hor/fdi:010095715 https://horizon.documentation.ird.fr/exl-doc/pleins_textes/2025-12/010095715.pdf 8 Horizon (IRD) The METAPLANTCODE project is dedicated to advancing and optimizing pan-European case studies on metabarcoding. The project's objectives include providing best practice recommendations, optimizing analysis pipelines for species identification, and creating user-friendly reference databases. To accomplish these objectives, METAPLANTCODE will identify and address gaps in current methodologies, publish best practice documents on FAIR (Findable, Accessible, Interoperable, Reusable) data publishing for plant metabarcode data to GBIF (Global Biodiversity Information Facility) and the INSDC (International Nucleotide Sequence Database Collaboration), and implement ELIXIR- compatible multimodal deep learning (DL) models in novel tools for standalone metabarcoding analyses using various data sources. 122 ; 076 ; 021