Concepedia

Harnessing artificial intelligence to fill global shortfalls in biodiversity knowledge

Laura J. Pollock, Justin Kitzes, Sara Beery, Kaitlyn M. Gaynor, Marta A. Jarzyna, Oisin Mac Aodha, Bernd Meyer, David Rolnick, Graham W. Taylor, Devis Tuia,

Nature Reviews Biodiversity · 2025 · 42 citations · 150 references

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150

A working guide to boosted regression trees

Jane Elith, John R. Leathwick, Trevor Hastie · Journal of Animal Ecology · 2008 · 6.5K citations · Full text

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SoilGrids250m: Global gridded soil information based on machine learning

Tomislav Hengl, Jorge Mendes de Jesus, G.B.M. Heuvelink et al. · PLoS ONE · 2017 · 4.7K citations · Full text

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Affordance-Compiled Intelligence: Observable-Only Cognitive Impedance Matching for No-Meta LLM-Integrated Systems

Patrick Lewis, Ethan Perez, Aleksandara Piktus et al. · arXiv (Cornell University) · 2026 · 3K citations · Full text

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How Many Species Are There on Earth and in the Ocean?

Camilo Mora, Derek P. Tittensor, Sina M. Adl et al. · PLoS Biology · 2011 · 3K citations · Full text

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TRY – a global database of plant traits

Jens Kattge, Sandra Lavorel, I. Colin Prentice et al. · Global Change Biology · 2011 · 2.7K citations · Full text

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