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Dort H, van der Bijl W, Wahlberg N, Nylin S, Wheat CW. Genome-Wide Gene Birth-Death Dynamics Are Associated with Diet Breadth Variation in Lepidoptera. Genome Biol Evol 2024; 16:evae095. [PMID: 38976568 PMCID: PMC11229701 DOI: 10.1093/gbe/evae095] [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] [Accepted: 04/23/2024] [Indexed: 07/10/2024] Open
Abstract
Comparative analyses of gene birth-death dynamics have the potential to reveal gene families that played an important role in the evolution of morphological, behavioral, or physiological variation. Here, we used whole genomes of 30 species of butterflies and moths to identify gene birth-death dynamics among the Lepidoptera that are associated with specialist or generalist feeding strategies. Our work advances this field using a uniform set of annotated proteins for all genomes, investigating associations while correcting for phylogeny, and assessing all gene families rather than a priori subsets. We discovered that the sizes of several important gene families (e.g. those associated with pesticide resistance, xenobiotic detoxification, and/or protein digestion) are significantly correlated with diet breadth. We also found 22 gene families showing significant shifts in gene birth-death dynamics at the butterfly (Papilionoidea) crown node, the most notable of which was a family of pheromone receptors that underwent a contraction potentially linked with a shift to visual-based mate recognition. Our findings highlight the importance of uniform annotations, phylogenetic corrections, and unbiased gene family analyses in generating a list of candidate genes that warrant further exploration.
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Affiliation(s)
- Hanna Dort
- Department of Zoology, Stockholm University, Stockholm, Sweden
| | - Wouter van der Bijl
- Department of Zoology & Biodiversity Research Centre, University of British Columbia, Vancouver, Canada
| | | | - Sören Nylin
- Department of Zoology, Stockholm University, Stockholm, Sweden
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2
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Gao S, Yu W, Tian T, Lu Z, Zhang X, Li Q, Chen Y. A morphological traits dataset of Heteroptera sampled in biodiversity priority areas of Southwest China. Sci Data 2024; 11:694. [PMID: 38926452 PMCID: PMC11208582 DOI: 10.1038/s41597-024-03556-x] [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: 03/11/2024] [Accepted: 06/19/2024] [Indexed: 06/28/2024] Open
Abstract
Functional traits reveal the adaptive strategies of species to their environment, and are relevant to the formation of communities, the function of ecosystems, and the mechanisms underlying biodiversity. However, trait databases have not been established for most biological taxa, especially for insects, which encompass a vast number of species. This study measured the morphological traits of 307 species of Heteroptera insects collected in 2019 from the "Xishuangbanna Priority Conservation Area" in Southwest China using sweep netting and light trapping methods. This study provides a dataset for 307 Heteroptera species, comprising 34 morphometric measurements and 17 morphological traits. The dataset contains information on species sex, abundance, and the average, maximum, and minimum values of traits. This dataset facilitates an enhanced understanding of the functional traits and ecological associations of Heteroptera insects and offers opportunities for exploring a more diverse range of research topics.
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Affiliation(s)
- Shutong Gao
- Institute of Highland Forest Science, Chinese Academy of Forestry, Yunan Kunming, 650224, China
- Key Laboratory of Breeding and Utilization of Resource Insects of National Forestry and Grassland Administration, Yunnan Kunming, 650224, China
| | - Wenbo Yu
- Nanjing Forestry University, Jiangsu Nanjing, 210037, China
| | - Ting Tian
- Southwest Forestry University, Yunan Kunming, 650224, China
| | - Zhixing Lu
- Institute of Highland Forest Science, Chinese Academy of Forestry, Yunan Kunming, 650224, China
- Key Laboratory of Breeding and Utilization of Resource Insects of National Forestry and Grassland Administration, Yunnan Kunming, 650224, China
| | - Xiang Zhang
- Institute of Highland Forest Science, Chinese Academy of Forestry, Yunan Kunming, 650224, China
- Key Laboratory of Breeding and Utilization of Resource Insects of National Forestry and Grassland Administration, Yunnan Kunming, 650224, China
| | - Qiao Li
- Southwest Forestry University, Yunan Kunming, 650224, China
| | - Youqing Chen
- Institute of Highland Forest Science, Chinese Academy of Forestry, Yunan Kunming, 650224, China.
- Key Laboratory of Breeding and Utilization of Resource Insects of National Forestry and Grassland Administration, Yunnan Kunming, 650224, China.
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3
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Neyret M, Le Provost G, Boesing AL, Schneider FD, Baulechner D, Bergmann J, de Vries FT, Fiore-Donno AM, Geisen S, Goldmann K, Merges A, Saifutdinov RA, Simons NK, Tobias JA, Zaitsev AS, Gossner MM, Jung K, Kandeler E, Krauss J, Penone C, Schloter M, Schulz S, Staab M, Wolters V, Apostolakis A, Birkhofer K, Boch S, Boeddinghaus RS, Bolliger R, Bonkowski M, Buscot F, Dumack K, Fischer M, Gan HY, Heinze J, Hölzel N, John K, Klaus VH, Kleinebecker T, Marhan S, Müller J, Renner SC, Rillig MC, Schenk NV, Schöning I, Schrumpf M, Seibold S, Socher SA, Solly EF, Teuscher M, van Kleunen M, Wubet T, Manning P. A slow-fast trait continuum at the whole community level in relation to land-use intensification. Nat Commun 2024; 15:1251. [PMID: 38341437 PMCID: PMC10858939 DOI: 10.1038/s41467-024-45113-5] [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: 07/17/2023] [Accepted: 01/16/2024] [Indexed: 02/12/2024] Open
Abstract
Organismal functional strategies form a continuum from slow- to fast-growing organisms, in response to common drivers such as resource availability and disturbance. However, whether there is synchronisation of these strategies at the entire community level is unclear. Here, we combine trait data for >2800 above- and belowground taxa from 14 trophic guilds spanning a disturbance and resource availability gradient in German grasslands. The results indicate that most guilds consistently respond to these drivers through both direct and trophically mediated effects, resulting in a 'slow-fast' axis at the level of the entire community. Using 15 indicators of carbon and nutrient fluxes, biomass production and decomposition, we also show that fast trait communities are associated with faster rates of ecosystem functioning. These findings demonstrate that 'slow' and 'fast' strategies can be manifested at the level of whole communities, opening new avenues of ecosystem-level functional classification.
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Affiliation(s)
- Margot Neyret
- Senckenberg Biodiversity and Climate Research Centre, Frankfurt, Germany.
- Laboratoire d'Écologie Alpine, Université Grenoble Alpes - CNRS - Université Savoie Mont Blanc, Grenoble, France.
| | | | | | - Florian D Schneider
- Senckenberg Biodiversity and Climate Research Centre, Frankfurt, Germany
- ISOE - Institute for social-ecological research, Frankfurt am Main, Germany
| | - Dennis Baulechner
- Justus Liebig University, Department of Animal Ecology, Giessen, Germany
| | - Joana Bergmann
- Leibniz Center for Agricultural Landscape Research (ZALF), Müncheberg, Germany
| | - Franciska T de Vries
- Institute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Stefan Geisen
- Laboratory of Nematology, Wageningen University and Research, Wageningen, The Netherlands
| | - Kezia Goldmann
- Helmholtz Centre for Environmental Research (UFZ), Soil Ecology Department, Halle/Saale, Germany
| | - Anna Merges
- Senckenberg Biodiversity and Climate Research Centre, Frankfurt, Germany
| | - Ruslan A Saifutdinov
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, Russia
| | - Nadja K Simons
- Ecological Networks, Technical University Darmstadt, Darmstadt, Germany
- Applied Biodiversity Sciences, University of Würzburg, Würzburg, Germany
| | - Joseph A Tobias
- Department of Life Sciences, Imperial College London, Ascot, UK
| | - Andrey S Zaitsev
- Justus Liebig University, Department of Animal Ecology, Giessen, Germany
- A.N. Severtsov Institute of Ecology and Evolution, Russian Academy of Sciences, Moscow, Russia
- Senckenberg Museum for Natural History Görlitz, Görlitz, Germany
| | - Martin M Gossner
- Forest Entomology, Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
- Department of Environmental Systems Science, Institute of Terrestrial Ecosystems, ETH Zürich, Zürich, Switzerland
| | - Kirsten Jung
- Institut of Evolutionary Ecology and Conservation Genomics, Ulm University, Ulm, Germany
| | - Ellen Kandeler
- Department of Soil Biology, Institute of Soil Science and Land Evaluation, University of Hohenheim, Stuttgart, Germany
| | - Jochen Krauss
- Department of Animal Ecology and Tropical Biology, Biocenter, University of Würzburg, Würzburg, Germany
| | - Caterina Penone
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Michael Schloter
- Helmholtz Zentrum Muenchen, Research Unit for Comparative Microbiome Analysis, Oberschleissheim, Germany
- Chair of Environmental Microbiology, Technical University of Munich, Freising, Germany
| | - Stefanie Schulz
- Helmholtz Zentrum Muenchen, Research Unit for Comparative Microbiome Analysis, Oberschleissheim, Germany
| | - Michael Staab
- Ecological Networks, Technical University Darmstadt, Darmstadt, Germany
| | - Volkmar Wolters
- Justus Liebig University, Department of Animal Ecology, Giessen, Germany
| | - Antonios Apostolakis
- Department of Biogeochemical Processes, Max-Planck-Institute for Biogeochemistry, Jena, Germany
- Department of Crop Sciences, University of Göttingen, Göttingen, Germany
| | - Klaus Birkhofer
- Department of Ecology, Brandenburg University of Technology Cottbus-Senftenberg, Cottbus, Germany
| | - Steffen Boch
- Swiss Federal Research Institute WSL, Birmensdorf, Switzerland
| | - Runa S Boeddinghaus
- Department of Soil Biology, Institute of Soil Science and Land Evaluation, University of Hohenheim, Stuttgart, Germany
- Department Plant Production and Production Related Environmental Protection, Center for Agricultural Technology Augustenberg (LTZ), Karlsruhe, Germany
| | - Ralph Bolliger
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Michael Bonkowski
- Terrestrial Ecology, Institute of Zoology, University of Cologne, Köln, Germany
| | - François Buscot
- Helmholtz Centre for Environmental Research (UFZ), Soil Ecology Department, Halle/Saale, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle - Jena-, Leipzig, Germany
| | - Kenneth Dumack
- Terrestrial Ecology, Institute of Zoology, University of Cologne, Köln, Germany
| | - Markus Fischer
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Huei Ying Gan
- Senckenberg Centre for Human Evolution and Palaeoenvironments Tübingen (SHEP), Tübingen, Germany
| | - Johannes Heinze
- Department of Biodiversity, Heinz Sielmann Foundation, Wustermark, Germany
| | - Norbert Hölzel
- Institute of Landscape Ecology, University of Münster, Münster, Germany
| | - Katharina John
- Justus Liebig University, Department of Animal Ecology, Giessen, Germany
| | - Valentin H Klaus
- Institute of Agricultural Sciences, ETH Zürich, Zürich, Switzerland
- Forage Production and Grassland Systems, Agroscope, Zürich, Switzerland
| | - Till Kleinebecker
- Institute for Landscape Ecology and Resources Management (ILR), Research Centre for BioSystems, Land Use and Nutrition (iFZ), Justus Liebig University Giessen, Giessen, Germany
- Centre for International Development and Environmental Research (ZEU), Justus Liebig University Giessen, Giessen, Germany
| | - Sven Marhan
- Department of Soil Biology, Institute of Soil Science and Land Evaluation, University of Hohenheim, Stuttgart, Germany
| | - Jörg Müller
- Department of Nature Conservation, Heinz Sielmann Foundation, Wustermark, Germany
| | - Swen C Renner
- Ornithology, Natural History Museum Vienna, Vienna, Autria, Germany
| | | | - Noëlle V Schenk
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Ingo Schöning
- Department of Biogeochemical Processes, Max-Planck-Institute for Biogeochemistry, Jena, Germany
| | - Marion Schrumpf
- Department of Biogeochemical Processes, Max-Planck-Institute for Biogeochemistry, Jena, Germany
| | - Sebastian Seibold
- Technical University of Munich, TUM School of Life Sciences, Freising, Germany
- TUD Dresden University of Technology, Forest Zoology, Tharandt, Germany
| | - Stephanie A Socher
- Paris Lodron University Salzburg, Department Environment and Biodiversity, Salzburg, Austria
| | - Emily F Solly
- Helmholtz Centre for Environmental Research (UFZ), Computation Hydrosystems Department, Leipzig, Germany
| | - Miriam Teuscher
- University of Göttingen, Centre of Biodiversity and Sustainable Land Use, Göttingen, Germany
| | - Mark van Kleunen
- Zhejiang Provincial Key Laboratory of Plant Evolutionary Ecology and Conservation, Taizhou University, Taizhou, China
- Ecology, Department of Biology, University of Konstanz, Konstanz, Germany
| | - Tesfaye Wubet
- German Centre for Integrative Biodiversity Research (iDiv) Halle - Jena-, Leipzig, Germany
- Helmholtz Centre for Environmental Research (UFZ), Community Ecology Department, Halle/Saale, Germany
| | - Peter Manning
- Senckenberg Biodiversity and Climate Research Centre, Frankfurt, Germany.
- Department of Biological Sciences, University of Bergen, Bergen, Norway.
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4
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Bach A, Raub F, Höfer H, Ottermanns R, Roß-Nickoll M. ARAapp: filling gaps in the ecological knowledge of spiders using an automated and dynamic approach to analyze systematically collected community data. Database (Oxford) 2024; 2024:baae004. [PMID: 38306294 PMCID: PMC10836506 DOI: 10.1093/database/baae004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 12/22/2023] [Accepted: 01/11/2024] [Indexed: 02/04/2024]
Abstract
The ARAMOB data repository compiles meticulously curated spider community datasets from systematical collections, ensuring a high standard of data quality. These datasets are enriched with crucial methodological data that enable the datasets to be aligned in time and space, facilitating data synthesis across studies, respectively, collections. To streamline the analysis of these datasets in a species-specific context, a suite of tailored ecological analysis tools named ARAapp has been developed. By harnessing the capabilities of ARAapp, users can systematically evaluate the spider species data housed within the ARAMOB repository, elucidating intricate relationships with a range of parameters such as vertical stratification, habitat occurrence, ecological niche parameters (moisture and shading) and phenological patterns. Database URL: ARAapp is available at www.aramob.de/en.
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Affiliation(s)
- Alexander Bach
- Institute for Environmental Research, RWTH Aachen University, Worringerweg 1, Aachen 52074, Germany
| | - Florian Raub
- Staatliches Museum für Naturkunde Karlsruhe, Erbprinzenstr. 13, Karlsruhe 76133, Germany
| | - Hubert Höfer
- Staatliches Museum für Naturkunde Karlsruhe, Erbprinzenstr. 13, Karlsruhe 76133, Germany
| | - Richard Ottermanns
- Institute for Environmental Research, RWTH Aachen University, Worringerweg 1, Aachen 52074, Germany
| | - Martina Roß-Nickoll
- Institute for Environmental Research, RWTH Aachen University, Worringerweg 1, Aachen 52074, Germany
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5
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Lazarina M, Michailidou DE, Tsianou M, Kallimanis AS. How Biodiversity, Climate and Landscape Drive Functional Redundancy of British Butterflies. INSECTS 2023; 14:722. [PMID: 37754690 PMCID: PMC10531656 DOI: 10.3390/insects14090722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 08/16/2023] [Accepted: 08/21/2023] [Indexed: 09/28/2023]
Abstract
Biodiversity promotes the functioning of ecosystems, and functional redundancy safeguards this functioning against environmental changes. However, what drives functional redundancy remains unclear. We analyzed taxonomic diversity, functional diversity (richness and β-diversity) and functional redundancy patterns of British butterflies. We explored the effect of temperature and landscape-related variables on richness and redundancy using generalized additive models, and on β-diversity using generalized dissimilarity models. The species richness-functional richness relationship was saturating, indicating functional redundancy in species-rich communities. Assemblages did not deviate from random expectations regarding functional richness. Temperature exerted a significant effect on all diversity aspects and on redundancy, with the latter relationship being unimodal. Landscape-related variables played a role in driving observed patterns. Although taxonomic and functional β-diversity were highly congruent, the model of taxonomic β-diversity explained more deviance than the model of functional β-diversity did. Species-rich butterfly assemblages exhibited functional redundancy. Climate- and landscape-related variables emerged as significant drivers of diversity and redundancy. Τaxonomic β-diversity was more strongly associated with the environmental gradient, while functional β-diversity was driven more strongly by stochasticity. Temperature promoted species richness and β-diversity, but warmer areas exhibited lower levels of functional redundancy. This might be related to the land uses prevailing in warmer areas (e.g., agricultural intensification).
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Affiliation(s)
- Maria Lazarina
- Department of Ecology, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (D.-E.M.); (A.S.K.)
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6
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Riva F, Barbero F, Balletto E, Bonelli S. Combining environmental niche models, multi-grain analyses, and species traits identifies pervasive effects of land use on butterfly biodiversity across Italy. GLOBAL CHANGE BIOLOGY 2023; 29:1715-1728. [PMID: 36695553 DOI: 10.1111/gcb.16615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 12/10/2022] [Accepted: 01/03/2023] [Indexed: 05/28/2023]
Abstract
Understanding how species respond to human activities is paramount to ecology and conservation science, one outstanding question being how large-scale patterns in land use affect biodiversity. To facilitate answering this question, we propose a novel analytical framework that combines environmental niche models, multi-grain analyses, and species traits. We illustrate the framework capitalizing on the most extensive dataset compiled to date for the butterflies of Italy (106,514 observations for 288 species), assessing how agriculture and urbanization have affected biodiversity of these taxa from landscape to regional scales (3-48 km grains) across the country while accounting for its steep climatic gradients. Multiple lines of evidence suggest pervasive and scale-dependent effects of land use on butterflies in Italy. While land use explained patterns in species richness primarily at grains ≤12 km, idiosyncratic responses in species highlighted "winners" and "losers" across human-dominated regions. Detrimental effects of agriculture and urbanization emerged from landscape (3-km grain) to regional (48-km grain) scales, disproportionally affecting small butterflies and butterflies with a short flight curve. Human activities have therefore reorganized the biogeography of Italian butterflies, filtering out species with poor dispersal capacity and narrow niche breadth not only from local assemblages, but also from regional species pools. These results suggest that global conservation efforts neglecting large-scale patterns in land use risk falling short of their goals, even for taxa typically assumed to persist in small natural areas (e.g., invertebrates). Our study also confirms that consideration of spatial scales will be crucial to implementing effective conservation actions in the Post-2020 Global Biodiversity Framework. In this context, applications of the proposed analytical framework have broad potential to identify which mechanisms underlie biodiversity change at different spatial scales.
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Affiliation(s)
- Federico Riva
- Department of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland
| | - Francesca Barbero
- Department of Life Sciences and Systems Biology (DBIOS), University of Turin, Turin, Italy
| | - Emilio Balletto
- Department of Life Sciences and Systems Biology (DBIOS), University of Turin, Turin, Italy
| | - Simona Bonelli
- Department of Life Sciences and Systems Biology (DBIOS), University of Turin, Turin, Italy
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7
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The degree of urbanisation reduces wild bee and butterfly diversity and alters the patterns of flower-visitation in urban dry grasslands. Sci Rep 2023; 13:2702. [PMID: 36792660 PMCID: PMC9932066 DOI: 10.1038/s41598-023-29275-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 02/01/2023] [Indexed: 02/17/2023] Open
Abstract
Insect-provided pollination services are increasingly threatened due to alarming declines in insect pollinator populations. One of the main threats to insect pollinators and consequently pollination is urbanisation. Here, we investigate the effects of local habitat quality (patch size, flowering plant richness, bare soil cover, vegetation structure), degree of urbanisation (impervious surfaces) and 3D connectivity on bee, hoverfly and butterfly flower visitors and plant-flower visitor networks in flower-rich urban dry grasslands. Overall, the degree of urbanisation and the quality of the local habitat influenced the flowering plant and pollinator communities. Although flowering plant abundance increased with urbanisation, bee species richness and butterfly species richness decreased with increasing impervious surfaces. Flowering plant richness and ground nesting resource availability were positively related to bee richness and local vegetation structure boosted hoverfly and butterfly visitation rates. In terms of plant-pollinator interactions, insect pollinators visited a lower proportion of the available flowering plants in more urbanised areas and network modularity and specialisation increased with patch size. Our findings show that urban dry grasslands are valuable habitats for species-rich pollinator communities and further highlight the importance of minimizing the intensity of urbanisation and the potential of local management practices to support insect biodiversity in cities.
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8
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Kasiske T, Dauber J, Harpke A, Klimek S, Kühn E, Settele J, Musche M. Livestock density affects species richness and community composition of butterflies: A nationwide study. ECOLOGICAL INDICATORS 2023; 146:109866. [PMID: 36777177 PMCID: PMC9904221 DOI: 10.1016/j.ecolind.2023.109866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 12/19/2022] [Accepted: 01/02/2023] [Indexed: 06/18/2023]
Abstract
Extensively managed grasslands are globally recognized for their high biodiversity value. Over the past century, a continuous loss and degradation of grassland habitats has been observed across Europe that is mainly attributable to agricultural intensification and land abandonment. Particularly insects have suffered from the loss of grassland habitats due to land-use change and the decrease in habitat quality, either due to an increase in livestock density, higher mowing frequency, and an increase in nitrogen fertilization, or by abandonment. However, only a few studies have used nationwide datasets to analyse the effects of land cover and land-use intensity on insects. It further remains largely unexplored how these effects are modulated by species traits, i.e. habitat specialisation and mobility. Using nationwide butterfly data originating from the German Butterfly Monitoring Scheme, we investigated the effect of three indicators related to land cover and agricultural land-use intensity on species richness as well as trait composition of butterfly communities. Based on agricultural census data at the municipality scale, we calculated the share of permanent grasslands (measure of habitat availability), the total livestock density (proxy for organic fertilization) and the livestock density of domestic herbivores (proxy for management intensity in grasslands) within a 2 km buffer surrounding each butterfly transect. To analyse the relationships between butterflies and indicators of land cover and land-use intensity, we applied generalised linear mixed effect models. We found a negative relationship between butterfly species richness and the livestock density of domestic herbivores. Further, the ratio of butterfly generalist to specialist species shifted towards generalists and the size of butterflies increased with higher herbivore livestock density, indicating a shift in communities towards mobile habitat generalists. Our results are in accordance with previous studies carried out across smaller geographic extents, highlighting the importance of low herbivore livestock densities to halt the loss of pollinating insects and safeguard biodiversity and associated ecosystem services in agricultural landscapes. We here demonstrate that indicators based on livestock distribution data at the municipality scale can provide insights into processes and spatial diversity patterns of butterflies at the national level. Further, we highlight potentials and limitations of using agricultural census data to quantify and assess effects of land cover and land-use intensity on butterflies, and make recommendations for further research needs.
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Affiliation(s)
- Toni Kasiske
- Thünen-Institute of Biodiversity, Braunschweig, Germany
- Biodiversity of Agricultural Landscapes, Institute of Geoecology, Technische Universität Braunschweig, Germany
| | - Jens Dauber
- Thünen-Institute of Biodiversity, Braunschweig, Germany
- Biodiversity of Agricultural Landscapes, Institute of Geoecology, Technische Universität Braunschweig, Germany
| | - Alexander Harpke
- Department of Community Ecology, Helmholtz Centre for Environmental Research - UFZ, Halle, Germany
- Department of Conservation Biology and Social-Ecological Systems, Helmholtz Centre for Environmental Research - UFZ, Halle, Germany
| | | | - Elisabeth Kühn
- Department of Conservation Biology and Social-Ecological Systems, Helmholtz Centre for Environmental Research - UFZ, Halle, Germany
| | - Josef Settele
- Department of Conservation Biology and Social-Ecological Systems, Helmholtz Centre for Environmental Research - UFZ, Halle, Germany
- iDiv - German Centre for Integrative Biodiversity Research, Leipzig, Germany
- Institute of Biological Sciences, University of the Philippines Los Baños, College, Laguna, Philippines
| | - Martin Musche
- Department of Conservation Biology and Social-Ecological Systems, Helmholtz Centre for Environmental Research - UFZ, Halle, Germany
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9
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Shirey V, Larsen E, Doherty A, Kim CA, Al-Sulaiman FT, Hinolan JD, Itliong MGA, Naive MAK, Ku M, Belitz M, Jeschke G, Barve V, Lamas G, Kawahara AY, Guralnick R, Pierce NE, Lohman DJ, Ries L. LepTraits 1.0 A globally comprehensive dataset of butterfly traits. Sci Data 2022; 9:382. [PMID: 35794183 PMCID: PMC9259668 DOI: 10.1038/s41597-022-01473-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 06/13/2022] [Indexed: 12/04/2022] Open
Abstract
Here, we present the largest, global dataset of Lepidopteran traits, focusing initially on butterflies (ca. 12,500 species records). These traits are derived from field guides, taxonomic treatments, and other literature resources. We present traits on wing size, phenology,voltinism, diapause/overwintering stage, hostplant associations, and habitat affinities (canopy, edge, moisture, and disturbance). This dataset will facilitate comparative research on butterfly ecology and evolution and our goal is to inspire future research collaboration and the continued development of this dataset. Measurement(s) | Wingspan • Habitat Affinity • oviposition • voltinism • phenology • hostplant association | Technology Type(s) | natural language processing | Sample Characteristic - Organism | Lepidoptera | Sample Characteristic - Location | Global |
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10
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Colom P, Ninyerola M, Pons X, Traveset A, Stefanescu C. Phenological sensitivity and seasonal variability explain climate-driven trends in Mediterranean butterflies. Proc Biol Sci 2022; 289:20220251. [PMID: 35473386 PMCID: PMC9043697 DOI: 10.1098/rspb.2022.0251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Although climate-driven phenological shifts have been documented for many taxa across the globe, we still lack knowledge of the consequences they have on populations. Here, we used a comprehensive database comprising 553 populations of 51 species of north-western Mediterranean butterflies to investigate the relationship between phenology and population trends in a 26-year period. Phenological trends and sensitivity to climate, along with various species traits, were used to predict abundance trends. Key ecological traits accounted for a general decline of more than half of the species, most of which, surprisingly, did not change their phenology under a climate warming scenario. However, this was related to the regional cooling in a short temporal window that includes late winter and early spring, during which most species concentrate their development. Finally, we demonstrate that phenological sensitivity—but not phenological trends—predicted population trends, and argue that species that best adjust their phenology to inter-annual climate variability are more likely to maintain a synchronization with trophic resources, thereby mitigating possible negative effects of climate change. Our results reflect the importance of assessing not only species' trends over time but also species’ abilities to respond to a changing climate based on their sensitivity to temperature.
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Affiliation(s)
- Pau Colom
- Global Change Research Group, Institut Mediterrani d'Estudis Avançats (IMEDEA-CSIC-UIB), Miquel Marqués 21, 07190 Esporles, Mallorca, Balearic Islands, Spain
| | - Miquel Ninyerola
- Grumets Research Group, Departament de Biologia Animal, Biologia Vegetal i Ecologia. Edifici C. Universitat Autònoma de Barcelona, 08193 (Bellaterra, Barcelona), Catalonia, Spain
| | - Xavier Pons
- Grumets Research Group, Departament de Geografia. Edifici B, Universitat Autònoma de Barcelona, 08193 (Bellaterra, Barcelona), Catalonia, Spain
| | - Anna Traveset
- Global Change Research Group, Institut Mediterrani d'Estudis Avançats (IMEDEA-CSIC-UIB), Miquel Marqués 21, 07190 Esporles, Mallorca, Balearic Islands, Spain
| | - Constantí Stefanescu
- Natural Sciences Museum of Granollers, Francesc Macià 51, 08402 (Granollers, Barcelona), Catalonia, Spain.,Centre de Recerca Ecològica i Aplicacions Forestals (CREAF-CSIC-UAB), Universitat Autònoma de Barcelona, 08193 (Cerdanyola de Vallès, Barcelona), Catalonia, Spain
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11
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Fischer C, Hanslin HM, Hovstad KA, D'Amico M, Kollmann J, Kroeger SB, Bastianelli G, Habel JC, Rygne H, Lennartsson T. The contribution of roadsides to connect grassland habitat patches for butterflies in landscapes of contrasting permeability. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022; 311:114846. [PMID: 35290956 DOI: 10.1016/j.jenvman.2022.114846] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 03/01/2022] [Accepted: 03/04/2022] [Indexed: 06/14/2023]
Abstract
Roadsides, in particular those being species-rich and of conservation value, are considered to improve landscape permeability by providing corridors among habitat patches and by facilitating species' dispersal. However, little is known about the potential connectivity offered by such high-value roadsides. Using circuit theory, we modelled connectivity provided by high-value roadsides in landscapes with low or high permeability in south-central Sweden, with 'permeability' being measured by the area of semi-natural grasslands. We modelled structural connectivity and, for habitat generalists and specialists, potential functional connectivity focusing on butterflies. We further assessed in which landscapes grassland connectivity is best enhanced through measures for expanding the area of high-value roadsides. Structural connectivity provided by high-value roadsides resulted in similar patterns to those of a functional approach, in which we modelled habitat generalists. In landscapes with low permeability, all target species showed higher movements within compared to between grasslands using high-value roadsides. In landscapes with high permeability, grassland generalists and specialists showed the same patterns, whereas for habitat generalists, connectivity provided by high-value roadsides and grasslands was similar. Increasing the ratio of high-value roadsides can thus enhance structural and functional connectivity in landscapes with low permeability. In contrast, in landscapes with high permeability, roadsides only supported movement of specialised species. Continuous segments of high-value roadsides are most efficient to increase connectivity for specialists, whereas generalists can utilize also short segments of high-value roadsides acting as stepping-stones. Thus, land management should focus on the preservation and restoration of existing semi-natural grasslands. Management for enhancing grassland connectivity through high-value roadsides should aim at maintaining and creating high-value roadside vegetation, preferably in long continuous segments, especially in landscapes with low permeability.
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Affiliation(s)
- Christina Fischer
- Faunistics and Wildlife Conservation, Department of Agriculture, Ecotrophology, and Landscape Development, Anhalt University of Applied Sciences, Bernburg, Germany; Evolutionary Zoology, Department of Environment and Biodiversity, University of Salzburg, Salzburg, Austria.
| | - Hans Martin Hanslin
- Department of Urban Greening and Vegetation Ecology, Norwegian Institute of Bioeconomy Research, Aas, Norway.
| | - Knut Anders Hovstad
- Centre of Biodiversity Dynamics, Department of Biology, Norwegian University of Science and Technology, Trondheim, Norway; The Norwegian Biodiversity Information Centre, Trondheim, Norway.
| | - Marcello D'Amico
- CIBIO-InBIO, University of Porto and University of Lisbon, Tapada da Ajuda Campus, Lisbon, Portugal; Department of Conservation Biology, Doñana Biological Station CSIC, Seville, Spain.
| | - Johannes Kollmann
- Department of Urban Greening and Vegetation Ecology, Norwegian Institute of Bioeconomy Research, Aas, Norway; Restoration Ecology, Department of Life Science Systems, Technical University of Munich, Freising, Germany.
| | - Svenja B Kroeger
- Department of Landscape and Biodiversity, The Norwegian Institute of Bioeconomy Research, Trondheim, Norway.
| | - Giulia Bastianelli
- Department of Urban Greening and Vegetation Ecology, Norwegian Institute of Bioeconomy Research, Aas, Norway.
| | - Jan C Habel
- Evolutionary Zoology, Department of Environment and Biodiversity, University of Salzburg, Salzburg, Austria.
| | | | - Tommy Lennartsson
- Swedish Biodiversity Centre, Swedish University of Agricultural Sciences, Uppsala, Sweden.
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12
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Grassland type and presence of management shape butterfly functional diversity in agricultural and forested landscapes. Glob Ecol Conserv 2022. [DOI: 10.1016/j.gecco.2022.e02096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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13
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No pervasive relationship between species size and local abundance trends. Nat Ecol Evol 2021; 6:140-144. [PMID: 34969990 PMCID: PMC8825279 DOI: 10.1038/s41559-021-01624-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 11/12/2021] [Indexed: 11/16/2022]
Abstract
Although there is some evidence that larger species could be more prone to population declines, the potential role of size traits in determining changes in community composition has been underexplored in global-scale analyses. Here, we combine a large cross-taxon assemblage time series database (BioTIME) with multiple trait databases to show that there is no clear correlation within communities between size traits and changes in abundance over time, suggesting that there is no consistent tendency for larger species to be doing proportionally better or worse than smaller species at local scales. Despite expectations that global anthropogenic pressures on species with communities may be size biased, this relationship has not been tested on a large scale. Here the authors use existing databases to show that larger species have not experienced more declines in abundance within their respective communities than small species.
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14
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Piccini I, Di Pietro V, Bonelli S. Zerynthia polyxena Locally Monophagous on Aristolochia pallida in the Susa Valley. ENVIRONMENTAL ENTOMOLOGY 2021; 50:1425-1431. [PMID: 34414424 DOI: 10.1093/ee/nvab082] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Indexed: 06/13/2023]
Abstract
In insect-plant biology, oviposition choices and larval development on different host plants are crucial factors to be investigated. To design conservation strategies for protected Lepidoptera, which are overall oligophagous but locally monophagous, it is important to understand which host plant species is locally preferred. We thus investigated oviposition choices and larval development of the protected butterfly Zerynthia polyxena in controlled laboratory conditions, using three possible host plant species which are present in the Piedmont region: Aristolochia pallida, A. clematitis, and A. rotunda. We found that laboratory conditions are not favorable for Z. polyxena oviposition, even if the fertility of the females was in normal range for Papilionidae. However, we were able to understand the local monophagy of the species on A. pallida in the Susa Valley through larval survival and development stages. Egg hatching was similar among the three host plant species; however, even if larvae eat and grow similarly on the different host plant species until the third larval stage, the only larvae that reached the pupal stage were those fed with A. pallida. In conclusion, whereas Z. polyxena is oligophagous in the rest of Europe for the genus Aristolochia, the species is locally monophagous on A. pallida in the Susa Valley.
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Affiliation(s)
- Irene Piccini
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy
| | - Viviana Di Pietro
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy
- Department of Biology, KU Leuven, Naamsestraat 59, 3000 Leuven, Belgium
| | - Simona Bonelli
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy
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15
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Belitz MW, Barve V, Doby JR, Hantak MM, Larsen EA, Li D, Oswald JA, Sewnath N, Walters M, Barve N, Earl K, Gardner N, Guralnick RP, Stucky BJ. Climate drivers of adult insect activity are conditioned by life history traits. Ecol Lett 2021; 24:2687-2699. [PMID: 34636143 DOI: 10.1111/ele.13889] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 08/27/2021] [Accepted: 08/27/2021] [Indexed: 02/04/2023]
Abstract
Insect phenological lability is key for determining which species will adapt under environmental change. However, little is known about when adult insect activity terminates and overall activity duration. We used community-science and museum specimen data to investigate the effects of climate and urbanisation on timing of adult insect activity for 101 species varying in life history traits. We found detritivores and species with aquatic larval stages extend activity periods most rapidly in response to increasing regional temperature. Conversely, species with subterranean larval stages have relatively constant durations regardless of regional temperature. Species extended their period of adult activity similarly in warmer conditions regardless of voltinism classification. Longer adult durations may represent a general response to warming, but voltinism data in subtropical environments are likely underreported. This effort provides a framework to address the drivers of adult insect phenology at continental scales and a basis for predicting species response to environmental change.
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Affiliation(s)
- Michael W Belitz
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Vijay Barve
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA.,Department of Entomology, Purdue University, West Lafayette, Indiana, USA
| | - Joshua R Doby
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Maggie M Hantak
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Elise A Larsen
- Department of Biology, Georgetown University, Washington, District of Columbia, USA
| | - Daijiang Li
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA.,Department of Biological Sciences, Louisiana State University, Baton Rouge, Louisina, USA.,Center for Computation & Technology, Louisiana State University, Baton Rouge, Louisina, USA
| | - Jessica A Oswald
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA.,Biology Department, University of Nevada Reno, Reno, Nevada, USA
| | - Neeka Sewnath
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Mitchell Walters
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Narayani Barve
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Kamala Earl
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Nicholas Gardner
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Robert P Guralnick
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
| | - Brian J Stucky
- Florida Museum of Natural History, University of Florida, Gainesville, Florida, USA
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16
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Callaghan CT, Bowler DE, Pereira HM. Thermal flexibility and a generalist life history promote urban affinity in butterflies. GLOBAL CHANGE BIOLOGY 2021; 27:3532-3546. [PMID: 34056817 DOI: 10.1111/gcb.15670] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 04/15/2021] [Accepted: 04/26/2021] [Indexed: 06/12/2023]
Abstract
Urban expansion poses a serious threat to biodiversity. Given that the expected area of urban land cover is predicted to increase by 2-3 million km2 by 2050, urban environments are one of the most widespread human-dominated land-uses affecting biodiversity. Responses to urbanization differ greatly among species. Some species are unable to tolerate urban environments (i.e., urban avoiders), others are able to adapt and use areas with moderate levels of urbanization (i.e., urban adapters), and yet others are able to colonize and even thrive in urban environments (i.e., urban exploiters). Quantifying species-specific responses to urbanization remains an important goal, but our current understanding of urban tolerance is heavily biased toward traditionally well-studied taxa (e.g., mammals and birds). We integrated a continuous measure of urbanization-night-time lights-with over 900,000 species' observations from the Global Biodiversity Information Facility to derive a comprehensive analysis of species-specific (N = 158 species) responses of butterflies to urbanization across Europe. The majority of butterfly species included in our analysis avoided urban areas, regardless of whether species' urban affinities were quantified as a mean score of urban affinity across all occurrences (79%) or as a species' response curve to the whole urbanization gradient (55%). We then used species-specific responses to urbanization to assess which life history strategies promote urban affinity in butterflies. These trait-based analyses found strong evidence that the average number of flight months, likely associated with thermal niche breath, and number of adult food types were positively associated with urban affinity, while hostplant specialism was negatively associated with urban affinity. Overall, our results demonstrate that specialist butterflies, both in terms of thermal and diet preferences, are most at risk from increasing urbanization, and should thus be considered in urban planning and prioritized for conservation.
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Affiliation(s)
- Corey T Callaghan
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Institute of Biology, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
| | - Diana E Bowler
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Institute of Biodiversity, Friedrich Schiller University Jena, Jena, Germany
- Helmholtz Center for Environmental Research - UFZ, Department of Ecosystem Services, Leipzig, Germany
| | - Henrique M Pereira
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Institute of Biology, Martin Luther University Halle-Wittenberg, Halle (Saale), Germany
- CIBIO (Research Centre in Biodiversity and Genetic Resources)-InBIO (Research Network in Biodiversity and Evolutionary Biology), Universidade do Porto, Vairão, Portugal
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17
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Climate change drives mountain butterflies towards the summits. Sci Rep 2021; 11:14382. [PMID: 34257364 PMCID: PMC8277792 DOI: 10.1038/s41598-021-93826-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 06/07/2021] [Indexed: 11/09/2022] Open
Abstract
Climate change impacts biodiversity and is driving range shifts of species and populations across the globe. To understand the effects of climate warming on biota, long-term observations of the occurrence of species and detailed knowledge on their ecology and life-history is crucial. Mountain species particularly suffer under climate warming and often respond to environmental changes by altitudinal range shifts. We assessed long-term distribution trends of mountain butterflies across the eastern Alps and calculated species' specific annual range shifts based on field observations and species distribution models, counterbalancing the potential drawbacks of both approaches. We also compiled details on the ecology, behaviour and life-history, and the climate niche of each species assessed. We found that the highest altitudinal maxima were observed recently in the majority of cases, while the lowest altitudes of observations were recorded before 1980. Mobile and generalist species with a broad ecological amplitude tended to move uphill more than specialist and sedentary species. As main drivers we identified climatic conditions and topographic variables, such as insolation and solar irradiation. This study provides important evidence for responses of high mountain taxa to rapid climate change. Our study underlines the advantage of combining historical surveys and museum collection data with cutting-edge analyses.
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18
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Menchetti M, Talavera G, Cini A, Salvati V, Dincă V, Platania L, Bonelli S, Balletto E, Vila R, Dapporto L. Two ways to be endemic. Alps and Apennines are different functional refugia during climatic cycles. Mol Ecol 2021; 30:1297-1310. [PMID: 33421216 DOI: 10.1111/mec.15795] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 12/21/2020] [Accepted: 01/04/2021] [Indexed: 01/03/2023]
Abstract
Endemics co-occur because they evolved in situ and persist regionally or because they evolved ex situ and later dispersed to shared habitats, generating evolutionary or ecological endemicity centres, respectively. We investigate whether different endemicity centres can intertwine in the region ranging from Alps to Sicily, by studying their butterfly fauna. We gathered an extensive occurrence data set for butterflies of the study area (27,123 records, 269 species, in cells of 0.5 × 0.5 degrees of latitude-longitude). We applied molecular-based delimitation methods (GMYC model) to 26,557 cytochrome c oxidase subunit 1 (COI) sequences of Western Palearctic butterflies. We identified entities based on molecular delimitations and/or the checklist of European butterflies and objectively attributed occurrences to their most probable entity. We obtained a zoogeographic regionalisation based on the 69 endemics of the area. Using phylogenetic ANOVA we tested if endemics from different centres differ from each other and from nonendemics for key ecological traits and divergence time. Endemicity showed high incidence in the Alps and Southern Italy. The regionalisation separated the Alps from the Italian Peninsula and Sicily. The endemics of different centres showed a high turnover and differed in phylogenetic distances, phenology and distribution traits. Endemics are on average younger than nonendemics and the Peninsula-Sicily endemics also have lower variance in divergence than those from the Alps. The observed variation identifies Alpine endemics as paleoendemics, now occupying an ecological centre, and the Peninsula-Sicily ones as neoendemics, that diverged in the region since the Pleistocene. The results challenge the common view of the Alpine-Apennine area as a single "Italian refugium".
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Affiliation(s)
- Mattia Menchetti
- ZEN Laboratory, Dipartimento di Biologia, Università degli Studi di Firenze, Sesto Fiorentino, Italy.,Institut de Biologia Evolutiva (CSIC - Universitat Pompeu Fabra), Barcelona, Catalonia, Spain
| | - Gerard Talavera
- Institut Botànic de Barcelona (IBB, CSIC-Ajuntament de Barcelona), Barcelona, Catalonia, Spain
| | - Alessandro Cini
- ZEN Laboratory, Dipartimento di Biologia, Università degli Studi di Firenze, Sesto Fiorentino, Italy.,Centre for Biodiversity & Environment Research, University College London, London, UK
| | - Vania Salvati
- ZEN Laboratory, Dipartimento di Biologia, Università degli Studi di Firenze, Sesto Fiorentino, Italy
| | - Vlad Dincă
- Ecology and Genetics Research Unit, University of Oulu, Oulu, Finland
| | - Leonardo Platania
- Institut de Biologia Evolutiva (CSIC - Universitat Pompeu Fabra), Barcelona, Catalonia, Spain
| | - Simona Bonelli
- ZOOLAB, Dipartimento di Scienze della Vita e Biologia dei Sistemi, Università degli Studi di Torino, Turin, Italy
| | - Emilio Balletto
- ZOOLAB, Dipartimento di Scienze della Vita e Biologia dei Sistemi, Università degli Studi di Torino, Turin, Italy
| | - Roger Vila
- Institut de Biologia Evolutiva (CSIC - Universitat Pompeu Fabra), Barcelona, Catalonia, Spain
| | - Leonardo Dapporto
- ZEN Laboratory, Dipartimento di Biologia, Università degli Studi di Firenze, Sesto Fiorentino, Italy
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