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Ecoinformatics for conservation biology

Harnessing big data and machine learning provides an assessment of the extinction risks of palm species worldwide, and illustrates an integrative conservation planning approach that incorporates evolutionary and ecological distinctiveness as well as human use.

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Fig. 1: Harvesting sap.


  1. Bellot, S. et al. Nat. Ecol. Evol. (2022).

    Article  PubMed  Google Scholar 

  2. Eiserhardt, W. L. et al. Ann. Bot. 108, 1391–1416 (2011).

    Article  PubMed  PubMed Central  Google Scholar 

  3. Muscarella, R. et al. Glob. Ecol. Biogeogr. 29, 1495–1514 (2020).

    Article  Google Scholar 

  4. Cámara-Leret, R. et al. Nat. Plants 3, 16220 (2017).

    Article  PubMed  Google Scholar 

  5. The IUCN Red List of Threatened Species (IUCN, 2018).

  6. BGCI ThreatSearch Online Database (BGCI, 2018).

  7. Carlos-Júnior, L. A. et al. Divers. Distrib. 25, 743–757 (2019).

    Article  Google Scholar 

  8. Pollock, L. J., Thuiller, W. & Jetz, W. Nature 546, 141–144 (2017).

    Article  PubMed  CAS  Google Scholar 

  9. Rice, J. et al. The IPBES Regional Assessment Report on Biodiversity and Ecosystem Services for the Americas (IPBES, 2018).

  10. Coelho de Souza, F. et al. Nat. Ecol. Evol. 3, 1754–1761 (2019).

    Article  PubMed  Google Scholar 

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Correspondence to Danilo M. Neves.

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Neves, D.M. Ecoinformatics for conservation biology. Nat Ecol Evol 6, 1595–1596 (2022).

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