Precision Detection and Assessment of Ash Death and Decline Caused by the Emerald Ash Borer Using Drones and Deep Learning

Precision Detection and Assessment of Ash Death and Decline Caused by the Emerald Ash Borer Using Drones and Deep Learning

Emerald ash borer (<i>Agrilus planipennis</i>) is an invasive pest that has killed millions of ash trees (<i>Fraxinus</i> spp.) in the USA since its first detection in 2002. Although the current methods for trapping emerald ash borers (e.g., sticky traps and trap trees) and v...

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Bibliographic Details
Main Authors: Sruthi Keerthi Valicharla, Xin Li, Jennifer Greenleaf, Richard Turcotte, Christopher Hayes, Yong-Lak Park
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Plants
Subjects:
average precision
deep learning
drone
emerald ash borer
instance segmentation
invasive species
Online Access:https://www.mdpi.com/2223-7747/12/4/798

Internet

https://www.mdpi.com/2223-7747/12/4/798

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