Neural Network-Guided Smart Trap for Selective Monitoring of Nocturnal Pest Insects in Agriculture

Neural Network-Guided Smart Trap for Selective Monitoring of Nocturnal Pest Insects in Agriculture

Insect pests remain a major threat to agricultural productivity, particularly in open-field cropping systems where conventional monitoring methods are labor-intensive and lack scalability. This study presents the design, implementation, and field evaluation of a neural network-guided smart trap spec...

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Bibliographic Details
Main Authors: Joel Hinojosa-Dávalos, Miguel Ángel Robles-García, Melesio Gutiérrez-Lomelí, Ariadna Berenice Flores Jiménez, Cuauhtémoc Acosta Lúa
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Agriculture
Subjects:
automated insect trap
neural networks
pest monitoring
Lepidoptera
Diptera
precision agriculture
Online Access:https://www.mdpi.com/2077-0472/15/14/1562
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https://www.mdpi.com/2077-0472/15/14/1562

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