Early warning of trends in commercial wildlife trade through novel machine-learning analysis of patent filing

Unsustainable wildlife trade imperils thousands of species, but efforts to identify and reduce these threats are hampered by rapidly evolving commercial markets. Businesses trading wildlife-derived products innovate to remain competitive, and the patents they file to protect their innovations also p...

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Bibliographic Details
Main Authors: Hinsley, AE, Challender, D, Masters, S, Macdonald, D, Milner-Gulland, EJ, Fraser, J, Wright, J
Format: Journal article
Language:English
Published: Springer Nature 2024