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Journal article
Integrating machine learning, remote sensing and citizen science to create an early warning system for biodiversity.
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Journal article
Global Plant Extinction Risk Assessment Inform Novel Biodiversity Hotspots [PREPRINT].
Curbing biodiversity loss and its impact on ecosystem services, resilience and Nature’s Contributions to People is one of the main challenges of our generation (IPBES, 2019b, 2019a; Secretariat of the United Nations Convention on Biological Diversity, 2020). A global baseline assessment of the threat status of all of biodiversity is... -
Journal article
Improving biodiversity protection through artificial intelligence.
Over a million species face extinction, highlighting the urgent need for conservation policies that maximize the protection of biodiversity to sustain its manifold contributions to people’s lives. Here we present a novel framework for spatial conservation prioritization based on reinforcement learning that consistently outperforms available state-of-the-art software using simulated and... -