Computational bioacoustics with deep learning: a review and roadmap

D Stowell - PeerJ, 2022 - peerj.com
Animal vocalisations and natural soundscapes are fascinating objects of study, and contain
valuable evidence about animal behaviours, populations and ecosystems. They are studied …

Taxonomy, Biology, Symbionts, Omics, and Management of Rhynchophorus Palm Weevils (Coleoptera: Curculionidae: Dryophthorinae)

MS Hoddle, B Antony, HAF El-Shafie… - Annual Review of …, 2024 - annualreviews.org
Palm weevils, Rhynchophorus spp., are destructive pests of native, ornamental, and
agricultural palm species. Of the 10 recognized species, two of the most injurious species …

Early detection of red palm weevil infestations using deep learning classification of acoustic signals

W Boulila, A Alzahem, A Koubaa, B Benjdira… - … and Electronics in …, 2023 - Elsevier
Abstract The Red Palm Weevil (RPW), also known as the palm weevil, is considered among
the world's most damaging insect pests of palms. Current detection techniques include the …

[HTML][HTML] Smart IoT-based system for detecting RPW larvae in date palms using mixed depthwise convolutional networks

ME Karar, AH Abdel-Aty, F Algarni, MF Hassan… - Alexandria Engineering …, 2022 - Elsevier
Smart agriculture and Internet of Things (IoT) technologies have become the key points for
many intelligent decision-making applications to support agricultural experts and farmers …

Automated applications of acoustics for stored product insect detection, monitoring, and management

R Mankin, D Hagstrum, M Guo, P Eliopoulos… - Insects, 2021 - mdpi.com
Simple Summary A variety of different acoustic devices has been commercialized for
detection of hidden insect infestations in stored products, trees, and soil, including a recently …

Optical identification of fruitfly species based on their wingbeats using convolutional neural networks

I Kalfas, B De Ketelaere, T Beliën… - Frontiers in Plant Science, 2022 - frontiersin.org
The spotted wing Drosophila (SWD), Drosophila suzukii, is a significant invasive pest of
berries and soft-skinned fruits that causes major economic losses in fruit production …

Acoustic Denoising Using Artificial Intelligence for Wood-Boring Pests Semanotus bifasciatus Larvae Early Monitoring

X Liu, H Zhang, Q Jiang, L Ren, Z Chen, Y Luo, J Li - Sensors, 2022 - mdpi.com
Acoustic detection technology is a new method for early monitoring of wood-boring pests,
and the effective denoising methods are the premise of acoustic detection in forests. This …

[PDF][PDF] Intelligent IoT-aided early sound detection of red palm weevils

ME Karar, O Reyad, AH Abdel-Aty… - Cmc-Comput. Mater …, 2021 - cdn.techscience.cn
Smart precision agriculture utilizes modern information and wireless communication
technologies to achieve challenging agricultural processes. Therefore, Internet of Things …

Mobile Acoustic Net: A novel early detection model for wood-boring pests

W Min, M Zhai, S Chen, L Huang, F Wang… - … and Electronics in …, 2025 - Elsevier
Wood-boring pests (WBPs) are among the most destructive pests to trees, yet their presence
is difficult to detect due to their concealed lifestyles. Audio signals generated through the …

Enhancement of Boring Vibrations Based on Cascaded Dual-Domain Features Extraction for Insect Pest Agrilus planipennis Monitoring

H Shi, Z Chen, H Zhang, J Li, X Liu, L Ren, Y Luo - Forests, 2023 - mdpi.com
Wood-boring beetles are among the most destructive forest pests. The larvae of some
species live in the trunks and are covered by bark, rendering them difficult to detect. Early …