First use of unmanned aerial vehicles to monitor Halyomorpha halys and recognize it using artificial intelligence.

Daniele Giannetti Niccolò Patelli Lorenzo Palazzetti Francesco Betti Sorbelli Cristina M Pinotti Lara Maistrello

Published in: Pest management science (2024)

The first application of this novel monitoring system demonstrated the potential of drones and AI to detect and quantify the presence of H. halys. The ability to capture high-altitude, high-resolution images makes this method potentially suitable for use with a range of crops and pests. © 2024 Society of Chemical Industry.

Keyphrases

artificial intelligence
deep learning
high resolution
big data
machine learning
convolutional neural network
mass spectrometry
optical coherence tomography
tandem mass spectrometry
human health
high speed
risk assessment
liquid chromatography