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Białkowski J, Rossa R, Ziemiakowicz A, Gohli J, Dymek J, Goczał J. Evolution, types, and distribution of flight control devices on wings and elytra in bark beetles. Sci Rep 2024; 14:6999. [PMID: 38523182 PMCID: PMC10961309 DOI: 10.1038/s41598-024-57658-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 03/20/2024] [Indexed: 03/26/2024] Open
Abstract
Gaining the ability to fly actively was a ground-breaking moment in insect evolution, providing an unprecedented advantage over other arthropods. Nevertheless, active flight was a costly innovation, requiring the development of wings and flight muscles, the provision of sufficient energetic resources, and a complex flight control system. Although wings, flight muscles, and the energetic budget of insects have been intensively studied in the last decades, almost nothing is known regarding the flight-control devices of many crucial insect groups, especially beetles (Coleoptera). Here, we conducted a phylogenetic-informed analysis of flight-related mechanosensors in 28 species of bark beetles (Curculionidae: Scolytinae, Platypodinae), an economically and ecologically important group of insects characterized by striking differences in dispersal abilities. The results indicated that beetle flight apparatus is equipped with different functional types of mechanosensors, including strain- and flow-encoding sensilla. We found a strong effect of allometry on the number of mechanosensors, while no effect of relative wing size (a proxy of flight investment) was identified. Our study constitutes the first step to understanding the drivers and constraints of the evolution of flight-control devices in Coleoptera, including bark beetles. More research, including a quantitative neuroanatomical analysis of beetle wings, should be conducted in the future.
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Affiliation(s)
- Jakub Białkowski
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, 29 Listopada 54, 31-425, Kraków, Poland
| | - Robert Rossa
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, 29 Listopada 54, 31-425, Kraków, Poland
| | - Anna Ziemiakowicz
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, 29 Listopada 54, 31-425, Kraków, Poland
| | - Jostein Gohli
- Division of Biotechnology and Plant Health, Norwegian Institute of Bioeconomy Research, Ås, Norway
| | - Jakub Dymek
- Department of Biology and Cell Imaging, Faculty of Biology, Institute of Zoology and Biomedical Research, Jagiellonian University, Kraków, Poland
| | - Jakub Goczał
- Department of Forest Ecosystems Protection, University of Agriculture in Krakow, 29 Listopada 54, 31-425, Kraków, Poland.
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Yang Y, Liu X, Li W, Li C, Ma G, Yang G, Ren J, Ge S. Detection of Hindwing Landmarks Using Transfer Learning and High-Resolution Networks. BIOLOGY 2023; 12:1006. [PMID: 37508435 PMCID: PMC10376506 DOI: 10.3390/biology12071006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 06/25/2023] [Accepted: 07/11/2023] [Indexed: 07/30/2023]
Abstract
Hindwing venation is one of the most important morphological features for the functional and evolutionary analysis of beetles, as it is one of the key features used for the analysis of beetle flight performance and the design of beetle-like flapping wing micro aerial vehicles. However, manual landmark annotation for hindwing morphological analysis is a time-consuming process hindering the development of wing morphology research. In this paper, we present a novel approach for the detection of landmarks on the hindwings of leaf beetles (Coleoptera, Chrysomelidae) using a limited number of samples. The proposed method entails the transfer of a pre-existing model, trained on a large natural image dataset, to the specific domain of leaf beetle hindwings. This is achieved by using a deep high-resolution network as the backbone. The low-stage network parameters are frozen, while the high-stage parameters are re-trained to construct a leaf beetle hindwing landmark detection model. A leaf beetle hindwing landmark dataset was constructed, and the network was trained on varying numbers of randomly selected hindwing samples. The results demonstrate that the average detection normalized mean error for specific landmarks of leaf beetle hindwings (100 samples) remains below 0.02 and only reached 0.045 when using a mere three samples for training. Comparative analyses reveal that the proposed approach out-performs a prevalently used method (i.e., a deep residual network). This study showcases the practicability of employing natural images-specifically, those in ImageNet-for the purpose of pre-training leaf beetle hindwing landmark detection models in particular, providing a promising approach for insect wing venation digitization.
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Affiliation(s)
- Yi Yang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaokun Liu
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Wenjie Li
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Congqiao Li
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Ge Ma
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Guangqin Yang
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jing Ren
- State Key Laboratory of Plant Genomics, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China
| | - Siqin Ge
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
- University of Chinese Academy of Sciences, Beijing 100049, China
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deCastro‐Arrazola I, Andrew NR, Berg MP, Curtsdotter A, Lumaret J, Menéndez R, Moretti M, Nervo B, Nichols ES, Sánchez‐Piñero F, Santos AMC, Sheldon KS, Slade EM, Hortal J. A trait-based framework for dung beetle functional ecology. J Anim Ecol 2023; 92:44-65. [PMID: 36443916 PMCID: PMC10099951 DOI: 10.1111/1365-2656.13829] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 09/27/2022] [Indexed: 11/30/2022]
Abstract
Traits are key for understanding the environmental responses and ecological roles of organisms. Trait approaches to functional ecology are well established for plants, whereas consistent frameworks for animal groups are less developed. Here we suggest a framework for the study of the functional ecology of animals from a trait-based response-effect approach, using dung beetles as model system. Dung beetles are a key group of decomposers that are important for many ecosystem processes. The lack of a trait-based framework tailored to this group has limited the use of traits in dung beetle functional ecology. We review which dung beetle traits respond to the environment and affect ecosystem processes, covering the wide range of spatial, temporal and biological scales at which they are involved. Dung beetles show trait-based responses to variation in temperature, water, soil properties, trophic resources, light, vegetation structure, competition, predation and parasitism. Dung beetles' influence on ecosystem processes includes trait-mediated effects on nutrient cycling, bioturbation, plant growth, seed dispersal, other dung-based organisms and parasite transmission, as well as some cases of pollination and predation. We identify 66 dung beetle traits that are either response or effect traits, or both, pertaining to six main categories: morphology, feeding, reproduction, physiology, activity and movement. Several traits pertain to more than one category, in particular dung relocation behaviour during nesting or feeding. We also identify 136 trait-response and 77 trait-effect relationships in dung beetles. No response to environmental stressors nor effect over ecological processes were related with traits of a single category. This highlights the interrelationship between the traits shaping body-plans, the multi-functionality of traits, and their role linking responses to the environment and effects on the ecosystem. Despite current developments in dung beetle functional ecology, many knowledge gaps remain, and there are biases towards certain traits, functions, taxonomic groups and regions. Our framework provides the foundations for the thorough development of trait-based dung beetle ecology. It also serves as an example framework for other taxa.
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Affiliation(s)
- Indradatta deCastro‐Arrazola
- Germans Cabot Franciscans 48BunyolaSpain
- Departamento de Zoología, Facultad de CienciasUniversidad de GranadaGranadaSpain
| | - Nigel R. Andrew
- Insect Ecology Lab, Natural History MuseumUniversity of New EnglandArmidaleNew South WalesAustralia
| | - Matty P. Berg
- Department of Ecological ScienceVrije Universiteit AmsterdamAmsterdamThe Netherlands
- Groningen Institute for Evolutionary Life SciencesUniversity of GroningenGroningenThe Netherlands
| | - Alva Curtsdotter
- Insect Ecology Lab, Natural History MuseumUniversity of New EnglandArmidaleNew South WalesAustralia
| | | | - Rosa Menéndez
- Lancaster Environment CentreLancaster UniversityLancasterUK
| | - Marco Moretti
- Biodiversity and Conservation BiologySwiss Federal Research Institute WSLBirmensdorfSwitzerland
| | - Beatrice Nervo
- Department of Life Sciences and Systems BiologyUniversity of TorinoTorinoItaly
| | | | | | - Ana M. C. Santos
- Terrestrial Ecology Group (TEG‐UAM), Departamento de EcologíaUniversidad Autónoma de MadridMadridSpain
- Centro de Investigación en Biodiversidad y Cambio Global (CIBC‐UAM)Universidad Autónoma de MadridMadridSpain
| | - Kimberly S. Sheldon
- Department of Ecology & Evolutionary BiologyUniversity of TennesseeKnoxvilleTennesseeUnited States
| | - Eleanor M. Slade
- Asian School of the Environment, Nanyang Technological UniversitySingaporeSingapore
| | - Joaquín Hortal
- Department of Biogeography and Global ChangeMuseo Nacional de Ciencias Naturales (MNCN‐CSIC)MadridSpain
- Departamento de Ecologia, Instituto de Ciências BiológicasUniversidade Federal de GoiásGoiâniaBrazil
- cE3c – Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências da Universidade de LisboaLisbonPortugal
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Fish scale shape follows predictable patterns of variation based on water column position, body size, and phylogeny. Evol Ecol 2022. [DOI: 10.1007/s10682-021-10142-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Schwarz R, Stark G, Antonopolous A, Itescu Y, Pafilis P, Chapple DG, Meiri S. Specialist versus Generalist at the Intraspecific Level: Functional Morphology and Substrate Preference of Mediodactylus kotschyi Geckos. Integr Comp Biol 2021; 61:62-75. [PMID: 34010416 DOI: 10.1093/icb/icab066] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Populations of the same species occupying different microhabitats can either exhibit generalized traits across them or display intraspecific variability, adapting to each microhabitat in order to maximize performance. Intraspecific variability contributes to the generation of diversity, following selection and adaptation, and understanding such variability is important for comprehending how individuals choose their microhabitats. Compared with interspecific variability, however, intraspecific variability in functional morphology and its relationship with microhabitat preference and use have been relatively little studied. Here we examined whether populations of the gecko Mediodactylus kotschyi that differ in the substrates they occupy display habitat-specific behaviors and differing morphologies associated with functional adaptation to their microhabitats. We collected 207 geckos from under or on rocks or on trees from seven populations in Greece. On large islands individuals occupy both substrates; whereas small islets are devoid of trees and the geckos are restricted to rocks, while on the mainland they are only found on trees. We determined gecko substrate preferences in the laboratory, together with their clinging abilities to the different substrates. We measured their limbs, digits, and claws and assessed how these measurements relate to clinging ability. Geckos from all populations preferred the tree made available to them, but this preference was not statistically significant. Geckos from both large and small islands clung better to the tree than to the rock in the laboratory, while those from the mainland clung similarly to both substrates. Geckos collected from trees had longer manual digits and hind limbs. Geckos collected from large and small islands had taller (longer on the dorso-ventral axis; henceforth "deeper") claws. Longer digits and deeper but shorter claws were associated with a better ability to cling to rocks. Our findings suggest that while M. kotschyi is potentially preferentially arboreal, due to the great variation and plasticity it possesses, it can successfully also exploit the habitats available on the smallest, treeless islets in the Aegean Sea. Our study suggests that the dichotomous use of generalist versus specialist in describing species' habitat use is oversimplified, and we suggest the use of a generalist-specialist gradient instead.
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Affiliation(s)
- Rachel Schwarz
- School of Zoology, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Gavin Stark
- School of Zoology, Tel Aviv University, Tel Aviv 6997801, Israel
| | - Antonis Antonopolous
- Department of Biology, National and Kapodistrian University of Athens, Athens 157 72, Greece
| | - Yuval Itescu
- Leibniz-Institute of Freshwater Ecology and Inland Fisheries (IGB), Berlin 12587, Germany.,Institute of Biology, Freie Universität Berlin, Berlin 14195, Germany
| | - Panayiotis Pafilis
- Department of Biology, National and Kapodistrian University of Athens, Athens 157 72, Greece
| | - David G Chapple
- School of Biological Sciences, Monash University, Clayton, VIC 3800, Australia
| | - Shai Meiri
- School of Zoology, Tel Aviv University, Tel Aviv 6997801, Israel.,The Steinhardt Museum of Natural History, Tel Aviv University, Tel Aviv 6997801, Israel
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Khaldy L, Tocco C, Byrne M, Baird E, Dacke M. Straight-line orientation in the woodland-living beetle Sisyphus fasciculatus. J Comp Physiol A Neuroethol Sens Neural Behav Physiol 2019; 206:327-335. [PMID: 30955076 PMCID: PMC7192865 DOI: 10.1007/s00359-019-01331-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 02/06/2019] [Accepted: 03/21/2019] [Indexed: 11/28/2022]
Abstract
To transport their balls of dung along a constant bearing, diurnal savannah-living dung beetles rely primarily on the sun for compass information. However, in more cluttered environments, such as woodlands, this solitary compass cue is frequently hidden from view by surrounding vegetation. In these types of habitats, insects can, instead, rely on surrounding landmarks, the canopy pattern, or wide-field celestial cues, such as polarised skylight, for directional information. Here, we investigate the compass orientation strategy behind straight-line orientation in the diurnal woodland-living beetle Sisyphus fasciculatus. We found that, when manipulating the direction of polarised skylight, Si. fasciculatus responded to this change with a similar change in bearing. However, when the apparent position of the sun was moved, the woodland-living beetle did not change its direction of travel. In contrast, the savannah-living beetle Scarabaeus lamarcki responded to the manipulation of the solar position with a corresponding change in bearing. These results suggest that the dominant compass cue used for straight-line orientation in dung beetles may be determined by the celestial cue that is most prominent in their preferred habitat.
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Affiliation(s)
- Lana Khaldy
- Department of Biology, Lund Vision Group, Lund University, Sölvegatan 35, 223 62, Lund, Sweden.
| | - Claudia Tocco
- School of Animal, Plant and Environmental Science, University of the Witwatersrand, Johannesburg, South Africa
| | - Marcus Byrne
- School of Animal, Plant and Environmental Science, University of the Witwatersrand, Johannesburg, South Africa
| | - Emily Baird
- Department of Biology, Lund Vision Group, Lund University, Sölvegatan 35, 223 62, Lund, Sweden.,Department of Zoology, Functional Morphology, Stockholm University, Stockholm, Sweden
| | - Marie Dacke
- Department of Biology, Lund Vision Group, Lund University, Sölvegatan 35, 223 62, Lund, Sweden.,School of Animal, Plant and Environmental Science, University of the Witwatersrand, Johannesburg, South Africa
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Tocco C, Dacke M, Byrne M. Eye and wing structure closely reflects the visual ecology of dung beetles. J Comp Physiol A Neuroethol Sens Neural Behav Physiol 2019; 205:211-221. [PMID: 30830308 DOI: 10.1007/s00359-019-01324-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Revised: 02/21/2019] [Accepted: 02/25/2019] [Indexed: 11/25/2022]
Abstract
An important resource partitioning strategy allowing dung beetles to coexist in the same habitat, while utilising the same food, is species' separation of activity times. After establishing the diel activity period of three closely related, co-occurring dung beetles, we examined their eye and wing morphology. Absolute and relative eye size, and facet size were greater in the nocturnal Escarabaeus satyrus, followed by the crepuscular Scarabaeus zambesianus and then the diurnal Kheper lamarcki. The diurnal K. lamarcki had the highest wing aspect ratio (long, narrow wings), followed by the crepuscular S. zambesianus and the nocturnal E. satyrus (short, broad wings), suggesting that dim-light active species fly slower than diurnal species. In addition, the two species active in dim light had a lower wing loading than the diurnal species, indicating the need for greater manoeuvrability in the dark. Analyses of wing shape revealed that the diurnal K. lamarcki wing had a proportionally larger jugal and anal region than both dim light species. Our results show that different species of dung beetles have a combination of optical and morphological wing adaptations to support their foraging activities in diverse light conditions.
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Affiliation(s)
- Claudia Tocco
- School of Animal, Plant and Environmental Sciences, University of the Witwatersrand, Johannesburg, 2050, South Africa.
| | - Marie Dacke
- School of Animal, Plant and Environmental Sciences, University of the Witwatersrand, Johannesburg, 2050, South Africa.,Lund Vision Group, Department of Biology, Lund University, 223 62, Lund, Sweden
| | - Marcus Byrne
- School of Animal, Plant and Environmental Sciences, University of the Witwatersrand, Johannesburg, 2050, South Africa
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