Recent trends in internet-of-things-enabled sensor technologies for smart agriculture

FK Shaikh, S Karim, S Zeadally… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Smart agriculture integrates key information communication technologies with sensing
technologies to provide effective and cost-efficient agricultural services. Smart agriculture …

[HTML][HTML] Codling moth monitoring with camera-equipped automated traps: A review

J Suto - Agriculture, 2022 - mdpi.com
The codling moth (Cydia pomonella) is probably the most harmful pest in apple and pear
orchards. The crop loss due to the high harmfulness of the insect can be extremely …

EfficientDet-4 deep neural network-based remote monitoring of codling moth population for early damage detection in apple orchard

D Čirjak, I Aleksi, D Lemic, I Pajač Živković - Agriculture, 2023 - mdpi.com
Deep neural networks (DNNs) have recently been applied in many areas of agriculture,
including pest monitoring. The codling moth is the most damaging apple pest, and the …

Impacts of climate change on fruit physiology and quality

M Ameen, A Mahmood, M Ahmad… - … -resilient agriculture, vol …, 2023 - Springer
The world is currently experiencing a faster rate of warming than ever before, resulting in
climate change that affects natural vegetation and ecosystems. Changing phenological …

Automatic detection of moths (Lepidoptera) with a funnel trap prototype

N Flórián, JK Jósvai, Z Tóth, V Gergócs, L Sipőcz… - Insects, 2023 - mdpi.com
Simple Summary Modern pest control is based on correct timing protection and the
avoidance of unnecessary insecticide use. Therefore, we must know the exact time of pest …

Monitoring System for Leucoptera malifoliella (O. Costa, 1836) and Its Damage Based on Artificial Neural Networks

D Čirjak, I Aleksi, I Miklečić, AM Antolković, R Vrtodušić… - Agriculture, 2022 - mdpi.com
The pear leaf blister moth is a significant pest in apple orchards. It causes damage to apple
leaves by forming circular mines. Its control depends on monitoring two events: the flight of …

[HTML][HTML] The Brown Marmorated Stink Bug (Hemiptera: Pentatomidae)—A Major Challenge for Global Plant Production

M Pajač Beus, D Lemić, S Skendžić, D Čirjak… - Agriculture, 2024 - mdpi.com
The brown marmorated stink bug Halyomorpha halys (Stål, 1855), native to East Asia, is an
extremely polyphagous pest that infests more than 300 plant species from 49 families. In …

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 …

[HTML][HTML] A deep learning-based decision support tool for plant-parasitic nematode management

TB Pun, A Neupane, R Koech - Journal of Imaging, 2023 - mdpi.com
Plant-parasitic nematodes (PPN), especially sedentary endoparasitic nematodes like root-
knot nematodes (RKN), pose a significant threat to major crops and vegetables. They are …

[HTML][HTML] Using data augmentation to improve the generalization capability of an object detector on remote-sensed insect trap images

J Suto - Sensors, 2024 - mdpi.com
Traditionally, monitoring insect populations involved the use of externally placed sticky
paper traps, which were periodically inspected by a human operator. To automate this …