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Artificial Intelligence Amplifies Paleontology's Reproducibility Problem
AI can make uncertain paleontological data look clean and authoritative, so AI-ready data must also be verifiable back to evidence and interpretation.
Brooke Long-Fox ↗
BMD workflow engine: FAIR workflows, RO-Crate and FAIR Signposting for a European biodiversity data space
Packaging containerised workflows and their runs as RO-Crates with FAIR Signposting lets non-technical users run models remotely and get machine-actionable, citable results.
Lena Perzlmaier ↗
Bridging Biodiversity Data Standards and Predictive Ecology: Operationalizing Interoperable Workflows for Species Distribution Modeling in West Africa
Standards change what enters a modelling pipeline, but workflow design determines whether that difference survives and validation design determines what claims can be made.
Peter Ugege ↗
Literature usage in IPBES - Past, Present and Future with Libroscope
Open, scripted literature search via OpenAlex transformed IPBES practice, and the Libroscope could close remaining gaps by making paper contents and grey literature searchable.
Rainer M Krug ↗
Old habits and new visions: Exploring the RECODE data model, future integration and data enhancement
Normalising decades of flat CMS data into relational entities and workflow-driven processes gives NHM a foundation for integrations and AI, but it needs institutional governance.
Steen Dupont ↗