First use of unmanned aerial vehicles to monitor Halyomorpha halys and recognize it using Artificial Intelligence.

Daniele GiannettiNiccolò PatelliLorenzo PalazzettiFrancesco Betti SorbelliCristina M PinottiLara Maistrello

Published in: Pest management science (2024)

The first application of this novel monitoring system has demonstrated the potential of drones and artificial intelligence to detect and quantify the presence of H. halys. The ability to capture high-altitude, high-resolution images makes this method potentially suitable for a range of crops and pests.

Keyphrases

artificial intelligence
deep learning
high resolution
machine learning
big data
convolutional neural network
mass spectrometry
optical coherence tomography
tandem mass spectrometry
high speed