Integration of wing pattern morphology and deep learning to support Plusiinae (Lepidoptera: Noctuidae) pest identification

Integration of wing pattern morphology and deep learning to support Plusiinae (Lepidoptera: Noctuidae) pest identification

Soybean looper (SBL), Chrysodeixis includens (Walker) (Lepidoptera: Noctuidae: Plusiinae), a major pest native to the Americas, poses considerable management challenges. Sex pheromone trapping in IPM programs represents a tool to detect initial infestations and promote timely management decisions. H...

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Bibliographic Details
Main Authors: Karina M. Torres, Chenjiao Tan, Kayla A. Mollet, Allan H. Smith-Pardo, Rui Xu, Changying Li, Silvana V. Paula-Moraes
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Agronomy
Subjects:
soybean looper
convolutional neural network
computer vision
pest detection
image classification
pheromone trapping
Online Access:https://www.frontiersin.org/articles/10.3389/fagro.2025.1602164/full
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