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18 pages, 2573 KiB  
Article
In Silico Analysis of Potential Off-Target Effects of a Next-Generation dsRNA Acaricide for Varroa Mites (Varroa destructor) and Lack of Effect on a Bee-Associated Arthropod
by Mariana Bulgarella, Aiden Reason, James W. Baty, Rose A. McGruddy, Eric R. L. Gordon, Upendra K. Devisetty and Philip J. Lester
Insects 2025, 16(3), 317; https://doi.org/10.3390/insects16030317 - 19 Mar 2025
Viewed by 1081
Abstract
Double-stranded RNA (dsRNA) biopesticides offer the potential for highly targeted pest control with minimal off-target impacts. Varroa mites (Varroa destructor) are an important pest of honey bees (Apis mellifera) that are primarily managed by synthetic pesticides. A next-generation treatment [...] Read more.
Double-stranded RNA (dsRNA) biopesticides offer the potential for highly targeted pest control with minimal off-target impacts. Varroa mites (Varroa destructor) are an important pest of honey bees (Apis mellifera) that are primarily managed by synthetic pesticides. A next-generation treatment using a varroa-active dsRNA, vadescana, has been developed to target calmodulin expression in varroa. We evaluated the potential exposure of non-target species to vadescana. First, we assessed potential gene silencing effects on 39 arthropods with known genomes via bioinformatics. Three mite species, monarch butterflies (Danaus plexippus), fruit flies (Drosophila melanogaster), and European earwigs (Forficula auricularia) showed theoretical potential for off-target effects. These in silico results could be used to help inform risk assessments. Second, we conducted vadescana feeding trials on the greater wax moth (Galleria mellonella), a common beehive associate. There were no significant differences in wax moth reproduction, survival, or adult F2 wing length between vadescana-fed and control groups. Male F2 body weight was slightly but significantly lower in wax moths exposed to the highest vadescana dose, with no such effect observed in female moths. Calmodulin gene expression was unaffected in wax moths. Our hazard assessment of vadescana’s lethal and sublethal effects on wax moths indicates minimal impact following continuous dietary exposure far greater than any exposure that might be expected in the field, in line with the bioinformatics findings. This biopesticide appears highly varroa-specific and likely has fewer non-target effects than many current varroa control methods. Full article
(This article belongs to the Section Insect Pest and Vector Management)
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27 pages, 6317 KiB  
Article
Research on the Flight Performance of Biomimetic Moth Based on Flapping Function Control
by Yaxin Liu, Wenda Wang, Ruiqing Han, Qili Sun and Ming Zhong
Appl. Sci. 2025, 15(3), 1606; https://doi.org/10.3390/app15031606 - 5 Feb 2025
Viewed by 764
Abstract
Flapping flight is an important mode of insect flight, and its unique flapping motion pattern enables it to fly efficiently in complex environments. This paper takes a biomimetic moth flapping-wing aircraft as the research object and proposes a periodic function composed of two [...] Read more.
Flapping flight is an important mode of insect flight, and its unique flapping motion pattern enables it to fly efficiently in complex environments. This paper takes a biomimetic moth flapping-wing aircraft as the research object and proposes a periodic function composed of two sine functions with different frequencies as the flapping function. This paper explores the effect of this flapping function on the flight performance of flapping-wing aircraft and verifies whether it can be applied to the flight control of flapping-wing aircraft. Firstly, through the study of biomimetic mechanisms, the basic structure of the flapping-wing aircraft is roughly designed; then, the flapping motion is simplified, a rigid wing flapping motion model is established, and the key parameters affecting the average lift are determined. Next, a virtual wind tunnel simulation platform is built, and the key parameters of the flapping function that affect lift generation are simulated and calculated. Finally, an experimental prototype of a biomimetic moth flapping-wing aircraft is designed and manufactured. Through flight experiments, the effects of flapping amplitude, flapping frequency, and mid-position angle in the flapping function on the flight performance of the biomimetic flapping-wing aircraft are verified. The key control parameters are clarified, the control strategy of the flapping-wing aircraft is optimized, and the maneuverability and controllability of the aircraft are improved, providing a theoretical basis and practical support for the development of control methods for biomimetic flapping-wing aircraft. Full article
(This article belongs to the Special Issue Control and Application for Biorobotics)
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14 pages, 4345 KiB  
Article
Morphological and Transcriptome Analysis of the Near-Threatened Orchid Habenaria radiata with Petals Shaped Like a Flying White Bird
by Seiji Takeda, Yuki Nishikawa, Tsutomu Tachibana, Takumi Higaki, Tomoaki Sakamoto and Seisuke Kimura
Plants 2025, 14(3), 393; https://doi.org/10.3390/plants14030393 - 28 Jan 2025
Viewed by 1305
Abstract
Orchids have evolved flowers with unique morphologies through coevolution with pollinators, such as insects. Among the floral organs, the lip (labellum), one of the three petals, exhibits a distinctive shape and plays a crucial role in attracting pollinators and facilitating pollination in many [...] Read more.
Orchids have evolved flowers with unique morphologies through coevolution with pollinators, such as insects. Among the floral organs, the lip (labellum), one of the three petals, exhibits a distinctive shape and plays a crucial role in attracting pollinators and facilitating pollination in many orchids. The lip of the terrestrial orchid Habenaria radiata is shaped like a flying white bird and is believed to attract and provide a platform for nectar-feeding pollinators, such as hawk moths. To elucidate the mechanism of lip morphogenesis, we conducted time-lapse imaging of blooming flowers to observe the extension process of the lip and analyzed the cellular morphology during the generation of serrations. We found that the wing part of the lip folds inward in the bud and fully expands in two hours after blooming. The serrations of the lip were initially formed through cell division and later deepened through polar cell elongation. Transcriptome analysis of floral buds revealed the expression of genes involved in floral organ development, cell division, and meiosis. Additionally, genes involved in serration formation are also expressed in floral buds. This study provides insights into the mechanism underlying the formation of the unique lip morphology in Habenaria radiata. Full article
(This article belongs to the Section Plant Development and Morphogenesis)
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16 pages, 5701 KiB  
Article
Functional Characterization of Abdominal-A in the Pine Caterpillar Moth, Dendrolimus punctatus
by Huihui Liu, Lin Chen, Qinghua Ma, Xinghong Wang, Sufang Zhang and Xuguo Zhou
Forests 2024, 15(7), 1157; https://doi.org/10.3390/f15071157 - 3 Jul 2024
Viewed by 1433
Abstract
Hox genes, specifically the bithorax complex (ubx, abdominal-a, and abdominal-b), play a crucial role in specifying posterior abdominal development and serve as key regulators of germline gene development in insects. However, the function of the bithorax complex in the [...] Read more.
Hox genes, specifically the bithorax complex (ubx, abdominal-a, and abdominal-b), play a crucial role in specifying posterior abdominal development and serve as key regulators of germline gene development in insects. However, the function of the bithorax complex in the pine caterpillar moth, Dendrolimus punctatus, a major pine tree defoliator in China, remains largely unknown. Specifically, Abdominal-A (Abd-a) controls regional variation in abdominal segmentation in model insects such as Drosophila and Tribolium; however, its role in D. Punctatus remains unexplored. In this study, CRISPR/Cas9 was used to functionally characterize Abd-a in D. punctatus. Two target sites were selected, and the genotypes and phenotypes of the G0 and G1 generations were evaluated. Our findings indicate that knocking out Abd-a led to an abnormality in the posterior segments A2–A7, as well as the loss of appendages, mainly prolegs, and affected the thoracic T3 segmentation as well as wing development. Moreover, mutation in Abd-a also impacted anal and reproductive development. Taken together, these results demonstrate that DpAbd-a is essential for embryonic and reproductive development in D. punctatus and could be a promising target for genetic control of this devastating conifer defoliator. Full article
(This article belongs to the Special Issue Advances in Biological Control of Forest Diseases and Pests)
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2 pages, 132 KiB  
Abstract
Microstructure and Hydrophobicity of the Wing Surface of Some Moths
by Tingxiu Meng, Fuqiang Chen, Mingxia Sun and Aiping Liang
Proceedings 2024, 107(1), 48; https://doi.org/10.3390/proceedings2024107048 - 15 May 2024
Viewed by 341
Abstract
Aquatic moths of Lepidoptera, Crambidae, and Acentropinae inhabit moist environments [...] Full article
(This article belongs to the Proceedings of The 1st International Online Conference on Biomimetics)
17 pages, 4627 KiB  
Article
Molecular Characterization of Three Chemosensory Proteins from Carposina sasakii
by Liu Liu, Guisheng Qiu, Huaijiang Zhang, Qiang Yue, Wentao Yan and Lina Sun
Agriculture 2023, 13(11), 2066; https://doi.org/10.3390/agriculture13112066 - 27 Oct 2023
Viewed by 1528
Abstract
The peach fruit moth, Carposina sasakii, is part of the Carposinidae, and is harmful to the families Rosaceae and Rhamnaceae. C. sasakii lays eggs on the hairy surface of the fruit’s stalk cavity and calyx end. After hatching, the moth can bore [...] Read more.
The peach fruit moth, Carposina sasakii, is part of the Carposinidae, and is harmful to the families Rosaceae and Rhamnaceae. C. sasakii lays eggs on the hairy surface of the fruit’s stalk cavity and calyx end. After hatching, the moth can bore into the fruits and feed on the flesh inside. Chemosensory proteins (CSPs) are a class of low-molecular-weight soluble carrier proteins that are highly evolutionarily conserved. To enhance our understanding of the recognition of host plant volatiles by CSPs of C. sasakii, the expression patterns and binding characteristics of CsasCSP7, CsasCSP9 and CsasCSP11 in C. sasakii were investigated. In our study, the results of real-time quantitative polymerase chain reaction (qPCR) assays demonstrate that CsasCSP7 and CsasCSP9 transcripts were abundantly expressed in the antennae of males, and CsasCSP11 was highly expressed in the wings of females. Fluorescence competitive binding assays with 38 candidate ligands showed that CsasCSP7 could bind to benzaldehyde and dodecanal, whereas CsasCSP9 bound to butyl octanoate, decanal and (-)-beta-pinene. CsasCSP11 could also bind to1-hexanol, beta-ocimene and 6-methyl-5-hepten-2-one. Our results suggest that CsasCSP7, CsasCSP9 and CsasCSP11 may play a crucial role in locating the host plant of C. sasakii. Full article
(This article belongs to the Special Issue Advances in Integrated Pest Management Strategies)
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13 pages, 3318 KiB  
Article
Wing Shape Variation between Terrestrial and Coastal Populations of the Invasive Box Tree Moth, Cydalima perspectalis, in Croatia
by Darija Lemic, Helena Viric Gasparic, Patricija Majcenic, Ivana Pajač Živković, Mario Bjeliš, Manuel J. Suazo, Margarita Correa, Jordan Hernández and Hugo A. Benítez
Animals 2023, 13(19), 3044; https://doi.org/10.3390/ani13193044 - 28 Sep 2023
Cited by 4 | Viewed by 2493
Abstract
The box tree moth (Cydalima perspectalis Walker, 1859; Lepidoptera: Crambidae) is an invasive species naturally distributed in Asia. The caterpillars in all developmental stages cause damage through defoliation of plants, and ultimately the death of the plant itself may occur. It is [...] Read more.
The box tree moth (Cydalima perspectalis Walker, 1859; Lepidoptera: Crambidae) is an invasive species naturally distributed in Asia. The caterpillars in all developmental stages cause damage through defoliation of plants, and ultimately the death of the plant itself may occur. It is possible to recognize this species by its silk barriers and threads, and in the case of an intense attack, the entire plant will be covered with them. In Europe, this species’ presence was first recorded in 2007 in Germany and the Netherlands, and it is now widely distributed. In Croatia, its existence was first recorded in 2012, in Istria, while substantial damages were recorded in 2013. This work aimed to determine the morphological variability of C. perspectalis from Croatia and assess its invasive character, the possibility of flight, and the risk of further spread. The methods of geometric morphometrics were used as the analysis of wing shape. A total of 269 moths from different locations in Croatia were collected, the upper wings of males and females were analyzed using 14 landmarks. Significant differences in wing shapes between terrestrial and coastal populations were found, as well as subtle wing shape sexual dimorphism. The implications of this variability in species invasiveness and capacity of spread are discussed in this paper. We also extrapolate the usefulness of our results and suggest strategies for predicting and managing invasive species. Full article
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19 pages, 14420 KiB  
Article
The Genus Heterogynis Rambur, 1866 (Heterogynidae, Lepidoptera): Congruence of Molecular, Morphological and Morphometric Evidence Reveal New Species in Serbia
by Dejan V. Stojanović, Vladislava Galović, Tomislav Terzin, Jelena Ačanski, Marija Vidović and Saša Orlović
Insects 2023, 14(5), 455; https://doi.org/10.3390/insects14050455 - 11 May 2023
Cited by 1 | Viewed by 4145
Abstract
The Heterogynidae are a small family of moths consisting of a single genus Heterogynis and sixteen described species distributed in the Mediterranean region. A species new to science, Heterogynis serbica sp. nov., is described from the locality of Srebrenac, Mt. Kopaonik, Republic of [...] Read more.
The Heterogynidae are a small family of moths consisting of a single genus Heterogynis and sixteen described species distributed in the Mediterranean region. A species new to science, Heterogynis serbica sp. nov., is described from the locality of Srebrenac, Mt. Kopaonik, Republic of Serbia, Balkan Peninsula, by applying an integrative taxonomic approach using morpho-anatomical characteristics, wing morphometics and DNA barcoding. Male genitalia, scanning electron micrographs of adult male head anatomy, abdominal tergites/sternites, cocoons and habitats of the closely related species H. serbica sp. nov. and H. zikici are discussed and illustrated. Photographs of adult males and females, cocoons, plants in which the cocoons were found and habitats are shown. Importantly, marked differences in genital structure and other morphological characters were noted. These differences were confirmed with forewing morphometrics and COI-based DNA barcoding results. Additionally, DNA barcodes for H. serbica sp. nov. and H. zikici were compared against previously available data for the genus to evaluate the phylogenetic relationships. We conclude that deep, previously unknown and unexpected intrageneric morphological diversity exists in the genus Heterogynis. Full article
(This article belongs to the Special Issue Systematics, Ecology and Evolution of Lepidoptera)
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13 pages, 2109 KiB  
Article
Urban Areas as Potential Sinks for Tropical Swallowtail Moth Lyssa zampa
by Anuj Jain, Lin Yu Ng and N Sivasothi
Land 2023, 12(3), 589; https://doi.org/10.3390/land12030589 - 1 Mar 2023
Viewed by 10417
Abstract
(1) The tropical swallowtail moth Lyssa zampa received much public attention during its years of mass emergence in Singapore and Southeast Asia. However, despite its prominence, little is known about its population demographics and spatial ecology. This study aims to establish the annual [...] Read more.
(1) The tropical swallowtail moth Lyssa zampa received much public attention during its years of mass emergence in Singapore and Southeast Asia. However, despite its prominence, little is known about its population demographics and spatial ecology. This study aims to establish the annual abundance of L. zampa, determine its spatial patterns of occurrence, and examine morphological variation demonstrated by L. zampa with an emphasis on comparing urban vs. forest areas in Singapore. (2) Various sources (field surveys across 18 sites, citizen science datasets and expert knowledge) were used to catalogue L. zampa records from 2011 to 2020 and analyse its seasonal abundance. (3) We confirmed the seasonal peak of L. zampa emergence to be between May and July, with an unusually high mass emergence in 2014. The intensity of emergence was associated with the intensity of a dry spell in February of that year. The total number of L. zampa sighted in urban areas was higher despite the moth’s host plant being a tree that is restricted to mature forests and is absent from urban areas. This suggests that the occurrence of L. zampa in urban areas is likely due to the moth’s attraction to bright city lights. Our morphometric measurements further show that L. zampa individuals in urban areas have greater wing length and lighter body weights (smaller body widths) than their forest counterparts. (4) This implies that urban areas are not only drawing moths that are unable to find the host plants and, therefore, cannot produce offspring but are also attracting larger and better flyers out of forest areas. This situation is only likely to worsen as climate change intensifies and dry spells become longer and more intense. Full article
(This article belongs to the Special Issue Ecology of the Landscape Capital and Urban Capital)
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17 pages, 351 KiB  
Article
Modeling and Analysis of a Simple Flexible Wing—Thorax System in Flapping-Wing Insects
by Braden Cote, Samuel Weston and Mark Jankauski
Biomimetics 2022, 7(4), 207; https://doi.org/10.3390/biomimetics7040207 - 21 Nov 2022
Cited by 9 | Viewed by 2781
Abstract
Small-scale flapping-wing micro air vehicles (FWMAVs) are an emerging robotic technology with many applications in areas including infrastructure monitoring and remote sensing. However, challenges such as inefficient energetics and decreased payload capacity preclude the useful implementation of FWMAVs. Insects serve as inspiration to [...] Read more.
Small-scale flapping-wing micro air vehicles (FWMAVs) are an emerging robotic technology with many applications in areas including infrastructure monitoring and remote sensing. However, challenges such as inefficient energetics and decreased payload capacity preclude the useful implementation of FWMAVs. Insects serve as inspiration to FWMAV design owing to their energy efficiency, maneuverability, and capacity to hover. Still, the biomechanics of insects remain challenging to model, thereby limiting the translational design insights we can gather from their flight. In particular, it is not well-understood how wing flexibility impacts the energy requirements of flapping flight. In this work, we developed a simple model of an insect drive train consisting of a compliant thorax coupled to a flexible wing flapping with single-degree-of-freedom rotation in a fluid environment. We applied this model to quantify the energy required to actuate a flapping wing system with parameters based off a hawkmoth Manduca sexta. Despite its simplifications, the model predicts thorax displacement, wingtip deflection and peak aerodynamic force in proximity to what has been measured experimentally in flying moths. We found a flapping system with flexible wings requires 20% less energy than a flapping system with rigid wings while maintaining similar aerodynamic performance. Passive wing deformation increases the effective angle of rotation of the flexible wing, thereby reducing the maximum rotation angle at the base of the wing. We investigated the sensitivity of these results to parameter deviations and found that the energetic savings conferred by the flexible wing are robust over a wide range of parameters. Full article
(This article belongs to the Special Issue Bio-Inspired Flight Systems and Bionic Aerodynamics)
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9 pages, 2385 KiB  
Communication
Flightless Females in the Neotropical Moth Genus Cataspilates Warren (Lepidoptera: Geometridae)
by Héctor A. Vargas
Insects 2022, 13(11), 1003; https://doi.org/10.3390/insects13111003 - 31 Oct 2022
Cited by 1 | Viewed by 1703
Abstract
Although adults are winged and able to fly in most Lepidoptera species, they are apterous or brachypterous and unable to fly in others, such as the flightless females of some geometrid moths. Records of flightless females in the highly diverse and widespread tribe [...] Read more.
Although adults are winged and able to fly in most Lepidoptera species, they are apterous or brachypterous and unable to fly in others, such as the flightless females of some geometrid moths. Records of flightless females in the highly diverse and widespread tribe Boarmiini (Geometridae: Ennominae) are mainly restricted to some Nearctic and Palearctic genera. The aim of this study is to provide the first record of flightless females for Cataspilates Warren, 1897, a Boarmiini genus endemic to the Neotropical Region, through the description of Cataspilates marceloi sp. nov. from the arid highlands of the western slopes of the Andes of northern Chile. DNA barcodes confirmed the conspecificity of brachypterous females and winged males reared from larvae collected on the native shrub Adesmia spinosissima (Fabaceae). This contribution represents the first female description for Cataspilates and provides a new opportunity to improve the understanding of the evolution of flightlessness in geometrid moths. Full article
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12 pages, 7819 KiB  
Article
Study on the Performance of Ag-Cu Bimetal SERS Substrate
by Xiaolong Song, Xiaoya Yan, Na Li, Lin Shen and Mingli Wang
Coatings 2022, 12(10), 1457; https://doi.org/10.3390/coatings12101457 - 2 Oct 2022
Cited by 4 | Viewed by 2289
Abstract
SERS has become a powerful trace detection technology, but its practical application is often limited by the fixed optical properties of cast metals (Au, Ag and Cu). In this paper, the bimetallic nanostructures prepared by changing the metal content ratio can regulate the [...] Read more.
SERS has become a powerful trace detection technology, but its practical application is often limited by the fixed optical properties of cast metals (Au, Ag and Cu). In this paper, the bimetallic nanostructures prepared by changing the metal content ratio can regulate the different optical responses of the substrate. In addition, it was found that the scale of moth wings (MW) with 3D grating-like uniform nanoarrays using bioscaffold can provide a consistently high-density ‘hot spot’ for the as-prepared plasmonic substrate. Here, two different methods (i) co-sputtered with different times and (ii) sputtered with sequentially alternating to form a stratified structure on the MW were employed for the fabrication of SERS-active substrates, and they were named AgCu@MW and Ag@Cu@MW, respectively. The comparison SERS measurement results of the above two substrates by using probe molecules R6G and MB show that the stratified structure of the Ag@Cu@MW-3 substrate has higher SERS performance. This strategy can not only prepare plasma substrates with on-demand optical responses but also provide new ideas for the preparation of conventional biomimetic nanomaterials. Full article
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14 pages, 1410 KiB  
Article
Automated Surveillance of Lepidopteran Pests with Smart Optoelectronic Sensor Traps
by Taylor J. Welsh, Daniel Bentall, Connor Kwon and Flore Mas
Sustainability 2022, 14(15), 9577; https://doi.org/10.3390/su14159577 - 4 Aug 2022
Cited by 8 | Viewed by 2591
Abstract
Several lepidopterans are pests in horticulture and pose biosecurity risks to trading countries worldwide. Efficient species-specific semiochemical lures are available for some of these pests, facilitating the implementation of surveillance programmes via trapping networks. These networks have a long history of success in [...] Read more.
Several lepidopterans are pests in horticulture and pose biosecurity risks to trading countries worldwide. Efficient species-specific semiochemical lures are available for some of these pests, facilitating the implementation of surveillance programmes via trapping networks. These networks have a long history of success in detecting incursions of invasive species; however, their reliance on manual trap inspections makes these surveillance programmes expensive to run. Novel smart traps integrating sensor technology are being developed to detect insects automatically but are so far limited to expensive camera-based sensors or optoelectronic sensors for fast-moving insects. Here, we present the development of an optoelectronic sensor adapted to a delta-type trap to record the low wing-beat frequencies of Lepidoptera, and remotely send real-time digital detection via wireless communication. These new smart traps, combined with machine-learning algorithms, can further facilitate diagnostics via species identification through biometrics. Our laboratory and field trials have shown that moths flying in/out of the trap can be detected automatically before visual trap catch, thus improving early detection. The deployment of smart sensor traps for biosecurity will significantly reduce the cost of labour by directing trap visits to the locations of insect detection, thereby supporting a sustainable and low-carbon surveillance system. Full article
(This article belongs to the Special Issue Sustainable Horticulture: New Tools for Biosecurity)
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15 pages, 6865 KiB  
Article
Association of the Female Flight Ability of Asian Spongy Moths (Lymantria dispar asiatica) with Locality, Age and Mating: A Case Study from China
by Muhammad Akram, Umer Hayat, Juan Shi and Shoaib Ahmad Anees
Forests 2022, 13(8), 1158; https://doi.org/10.3390/f13081158 - 22 Jul 2022
Cited by 20 | Viewed by 2420
Abstract
The spongy moth (formerly known as a gypsy moth), Lymantria dispar L. (Lepidoptera: Erebidae), is a polyphagous pest that defoliates various species of trees in the genera Populus, Salix, Quercus, Acer and Pinus. Egg masses of Asian spongy [...] Read more.
The spongy moth (formerly known as a gypsy moth), Lymantria dispar L. (Lepidoptera: Erebidae), is a polyphagous pest that defoliates various species of trees in the genera Populus, Salix, Quercus, Acer and Pinus. Egg masses of Asian spongy moths (Lymantria dispar asiatica) were obtained from five geographically distinct locations in China (Chengdu, Xifeng, Heilongjiang, Kuduer and Longhua regions) and were carried to the lab for incubation and rearing larvae up to adult emergence. The aim was to see how locality, age and mating status influenced the flying activity of female Asian spongy moths. The findings demonstrate that age significantly affects L. dispar asiatica flying activity, with flight period and distance decreasing dramatically as age increases. Locality also significantly impacts flight ability, and mating status does not affect the L. dispar asiatica female flight ability (p > 0.05). The maximum speed was observed for females from Xifeng (7.19 ± 0.34 km/h). The females from Heilongjiang were recorded as having the maximum average speed (2.35 ± 0.08 km/h). Females from Xifeng exhibited the maximum flight duration and distance (0.94 ± 0.04 h and 1.87 ± 0.18 km). Morphological features, i.e., thorax width (cm) and wing loading, significantly influenced the L. dispar asiatica flight ability (R2 = 0.93 and R2 = −0.98). The overall pattern observed for female L. dispar asiatica flight duration was Xifeng > Kuder > Chengdu > Heilongjiang > Longhua, and for flight distance, it was Xifeng > Longhua > Heilongjiang > Kuder > Chengdu. This research offers detailed information on the dispersion rate of Spongy moths in a known or newly introduced habitat, which can help us limit the spread of this polyphagous pest. Full article
(This article belongs to the Special Issue Diversity and Distribution of Forest Insects)
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17 pages, 5561 KiB  
Article
Algorithm for Extracting the 3D Pose Information of Hyphantria cunea (Drury) with Monocular Vision
by Meixiang Chen, Ruirui Zhang, Meng Han, Tongchuan Yi, Gang Xu, Lili Ren and Liping Chen
Agriculture 2022, 12(4), 507; https://doi.org/10.3390/agriculture12040507 - 2 Apr 2022
Viewed by 2452
Abstract
Currently, the robustness of pest recognition algorithms based on sample augmentation with two-dimensional images is negatively affected by moth pests with different postures. Obtaining three-dimensional (3D) posture information of pests can provide information for 3D model deformation and generate training samples for deep [...] Read more.
Currently, the robustness of pest recognition algorithms based on sample augmentation with two-dimensional images is negatively affected by moth pests with different postures. Obtaining three-dimensional (3D) posture information of pests can provide information for 3D model deformation and generate training samples for deep learning models. In this study, an algorithm of the 3D posture information extraction method for Hyphantria cunea (Drury) based on monocular vision is proposed. Four images of every collected sample of H. cunea were taken at 90° intervals. The 3D pose information of the wings was extracted using boundary tracking, edge fitting, precise positioning and matching, and calculation. The 3D posture information of the torso was obtained by edge extraction and curve fitting. Finally, the 3D posture information of the wings and abdomen obtained by this method was compared with that obtained by Metrology-grade 3D scanner measurement. The results showed that the relative error of the wing angle was between 0.32% and 3.03%, the root mean square error was 1.9363, and the average relative error of the torso was 2.77%. The 3D posture information of H. cunea can provide important data support for sample augmentation and species identification of moth pests. Full article
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