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Abstract

Described herein are systems and methods for audio-based insect activity monitoring and prediction. According to an aspect, a method includes receiving, by an insect activity prediction system, audio data associated with at least one microphone in contact with a surface of a plant. The insect activity prediction system inputs the audio data into an insect activity model to generate an insect activity prediction. The insect activity prediction system uses the insect activity model to generate an insect activity prediction of a presence of insects and at least one species of the insects based at least in part on the audio data. The insect activity prediction can be output to a user interface.

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