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Automating pollinator identification using artificial intelligence and participatory science
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DOI：10.1016/j.cois.2026.101564.png)
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Abstract
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• AI can contribute to pollinator identification to support large scale monitoring • Participatory science and AI systems can mutually benefit each other • AI should augment, not replace, human expertise • AI is shifting from an ID tool to core monitoring infrastructure
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