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A deep learning pipeline for time-lapse camera monitoring of insects and their floral environments
Published 2024-12-01“…Arthropods, including insects, represent the most diverse group and contribute significantly to animal biomass. …”
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Comparison of Two Different DNA Isolation Methods (Quick & Dirty vs. Commercial Kit) in Small Insects
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Development and evaluation of an automated classification and counting system for rice planthoppers captured on survey boards
Published 2025-07-01“…Abstract Rice planthoppers are the most economically important insect pests of rice in Asia. …”
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Are Insect-Based Foods Healthy? An Evaluation of the Products Sold in European E-Commerce
Published 2025-04-01“…The predominant market was based in Western Europe (55.8%), and 24 insect species were sold. Notably, four species were the most representative: <i>Tenebrio molitor</i> (182 products), followed by <i>Acheta domesticus</i> (140), <i>Alphitobius diaperinus</i> (54), and <i>Locusta migratoria</i> (34). …”
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Information about nutritional aspects of edible insects: Perspectives across different European geographies
Published 2024-09-01“…The results further highlighted that the participants were better informed about the high protein content of EIs, while not being well informed about their possible anti-nutritive effects. Tree classification revealed that the most important discriminating variable was country, with Lithuanian participants being better informed than those from Portugal or Croatia.…”
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Classification of Biological Scatters Using Polarimetric Weather Radar
Published 2024-01-01“…Next, point features and spatial texture features were extracted from the radar images in the dataset for training a classifier using a supervised learning approach, resulting in a classification accuracy of 93.56%. Furthermore, the importance of the features was analyzed, uncovering that the most influential attribute was the reflectivity factor at 33.83%, surpassing the cumulative influence of other dual-polarization moments. …”
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Effects of species and sex on the gut microbiome of four laboratory-reared fruit fly lines (Diptera: Tephritidae) using full-length 16S rRNA PacBio Kinnex sequencing
Published 2025-07-01“…The use of near full-length 16S rRNA sequencing did not have a marked improvement in beta-diversity interpretation over V4 subunit, with most detected taxa matching those described from other tephritids, but did allow for improved taxonomic classification at the genus level. …”
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Machine learning for automated electrical penetration graph analysis of aphid feeding behavior: Accelerating research on insect-plant interactions.
Published 2025-01-01“…The electrical penetration graph (EPG) is a well-known technique that provides insights into the feeding behavior of insects with piercing-sucking mouthparts, mostly hemipterans. …”
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Automatic Paddy Planthopper Detection and Counting Using Faster R-CNN
Published 2024-09-01“…It utilises annotated datasets obtained from sticky light traps, comprising 1654 images across four distinct classes of planthoppers and one class of benign insects. The datasets were subjected to data augmentation and utilised to train four convolutional object detection models based on transfer learning. …”
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Virulence and genome analysis of baculovirus isolates from different Lymantria dispar populations
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Insight into the Phylogenetic Relationships of Phasmatodea and Selection Pressure Analysis of <i>Phraortes liaoningensis</i> Chen & He, 1991 (Phasmatodea: Lonchodidae) Using Mitoge...
Published 2024-11-01“…Stick and leaf insects are a group among the Insecta that are famous for their extraordinary mimicry ability. …”
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Molecular Phylogeny of the Subfamily Notodontinae (Lepidoptera: Noctuoidea: Notodontidae)
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Precise Crop Pest Detection Based on Co-Ordinate-Attention-Based Feature Pyramid Module
Published 2025-01-01“…Therefore, to overcome these limitations, we first designed a co-ordinate-attention-based feature pyramid network, termed CAFPN, to extract the salient visual features that distinguish small insects from each other. Subsequently, in the network training stage, a dynamic sample selection strategy using positive and negative weight functions, which considers both high classification scores and precise localization, was introduced. …”
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New Mitogenomes from the Genus <i>Ablabesmyia</i> (Diptera: Chironomidae, Tanypodiinae): Characterization and Phylogenetic Implications
Published 2025-02-01“…(1) Background: The insect mitogenome encodes essential genetic components and serves as an effective marker for molecular identification and phylogenetic analysis in insects due to its small size, maternal inheritance, and rapid evolution. …”
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Implementation of an Intelligent Trap for Effective Monitoring and Control of the <i>Aedes aegypti</i> Mosquito
Published 2024-10-01“…This article proposes the development of a smart trap for selective control of winged insects, combining IoT devices, high-resolution cameras, and advanced ML algorithms for insect detection and classification. …”
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