Instruct: Identify the main category of Biorxiv papers based on the titles and abstracts
Query: Optimising biodiversity protection through artificial intelligence Over a million species face extinction, carrying with them untold options for food, medicine, fibre, shelter, ecological resilience, aesthetic and cultural values. There is therefore an urgent need to design conservation policies that maximise the protection of biodiversity and its contributions to people, within the constraints of limited budgets. Here we present a novel framework for spatial conservation prioritisation that combines simulation models, reinforcement learning and ground validation to identify optimal policies. Our methodology, CAPTAIN (Conservation Area Prioritisation Through Artificial Intelligence Networks), quantifies the trade-off between the costs and benefits of area and biodiversity protection, allowing the exploration of multiple biodiversity metrics. Under a fixed budget, our model protects substantially more species from extinction than the random or naively targeted protection of areas. CAPTAIN also outperforms the most widely used software for spatial conservation prioritisation (Marxan) in 97% of cases and reduces species loss by an average of 40% under simulations, besides yielding prioritisation maps at substantially higher spatial resolution using empirical data. We find that regular biodiversity monitoring, even if simple and with a degree of inaccuracy - characteristic of citizen science surveys - substantially improves biodiversity outcomes. Given the complexity of people-nature interactions and wealth of associated data, artificial intelligence holds great promise for improving the conservation of biological and ecosystem values in a rapidly changing and resource-limited world.
20
The categories of this paper are: pharmacology
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The categories of this paper are: epidemiology
9
The categories of this paper are: synthetic
24
The categories of this paper are: cancer
4
The categories of this paper are: neuroscience
31
The categories of this paper are: paleontology
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The categories of this paper are: systems
13
The categories of this paper are: animal
8
The categories of this paper are: genomics
26
The categories of this paper are: biochemistry
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The categories of this paper are: microbiology
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The categories of this paper are: genetics
29
The categories of this paper are: education
25
The categories of this paper are: bioengineering
3
The categories of this paper are: evolutionary
21
The categories of this paper are: toxicology