Emerging trends in insect sex pheromones and traps for sustainable management of key agricultural pests in Asia: beyond insecticides—a comprehensive review

A Alam, S Abbas, A Abbas, M Abbas, F Hafeez… - International Journal of …, 2023 - Springer
Global crop productivity is reduced by 20–40% annually due to agricultural pests. Mass
trap** with insect sex-pheromones have been the major option for the pest control …

[HTML][HTML] Application of machine learning in automatic image identification of insects-a review

Y Gao, X Xue, G Qin, K Li, J Liu, Y Zhang, X Li - Ecological Informatics, 2024 - Elsevier
Fast and reliable identification of insect species is crucial for pest management, animal
quarantine, and effective utilization of insect resources. Traditional morphological …

Trap colour strongly affects the ability of deep learning models to recognize insect species in images of sticky traps

SQ Ong, TT Høye - Pest Management Science, 2025 - Wiley Online Library
BACKGROUND The use of computer vision and deep learning models to automatically
classify insect species on sticky traps has proven to be a cost‐and time‐efficient approach to …

Improving the generalization capability of YOLOv5 on remote sensed insect trap images with data augmentation

J Suto - Multimedia Tools and Applications, 2024 - Springer
In agricultural pest management, the traditional insect population tracking in the case of
several insect types is based on outsourced sticky paper traps that are checked periodically …

Hardware and Software Support for Insect Pest Management

J Suto - Agriculture, 2023 - mdpi.com
In recent years, the achievements of machine learning (ML) have affected all areas of
industry and it plays an increasingly important role in agriculture as well. However, for …

Psyllid Detector: A Web-Based Application to Automate Insect Detection Utilizing Image Processing and Deep Learning

VAG da Cunha, DA Pullock, M Ali… - Applied Engineering …, 2024 - elibrary.asabe.org
Highlights An AI-enabled web application was developed to classify insects on sticky traps.
The AI models were trained on images exposed to real environmental conditions …

Enhancing Tomato Cultivation for Quality Yield and Demand Fulfillment

WWH Kavinda, RC Imalsha… - … on Advancements in …, 2023 - ieeexplore.ieee.org
Tomato farming is critical to meeting the growing demand for high-quality tomato products.
With a growing population and shifting dietary tastes, there is an increased demand for …

Optimizing Pest Detection And Management In Precision Agriculture Through Deep Learning Approaches.

RVS Praveen, A Shrivastava… - Library of Progress …, 2024 - search.ebscohost.com
This examination researches the streamlining of vermin discovery and the executives in
accuracy horticulture through the utilization of profound learning draws near. Utilizing a …

[PDF][PDF] Intelligent Pest Management Framework

DD Costa - 2023 - estudogeral.uc.pt
Pest detection has become increasingly critical. As the global population grows and the
demand for food rises, farming efficiency is a top priority for researchers in the field. Pests …

[КНИГА][B] Ciência, tecnologia e inovação: tendências e desafios para o desenvolvimento científico e tecnológico–Volume II

HC de Brito - 2024 - books.google.com
O avanço científico e tecnológico é um dos principais motores do desenvolvimento
contemporâneo, impulsionando inovações que transformam tanto as indústrias quanto as …