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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Yasin Bakış

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Open access Sep 2026

Bridging the Raunkiæran Shortfall through specimen-anchored, AI-derived trait infrastructure

Biodiversity informatics has substantially improved access to taxonomic names and species occurrences, yet functional trait knowledge remains severely constrained by the Raunkiæran shortfall: traits are sparse, weakly standardized, rarely specimen-anchored, and poorly suited for inference under rapid global change. We...

Yasin Bakış · 2 citations

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