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Carvalho APS, Owens HL, St Laurent RA, Earl C, Dexter KM, Messcher RL, Willmott KR, Aduse-Poku K, Collins SC, Homziak NT, Hoshizaki S, Hsu YF, Kizhakke AG, Kunte K, Martins DJ, Mega NO, Morinaka S, Peggie D, Romanowski HP, Sáfián S, Vila R, Wang H, Braby MF, Espeland M, Breinholt JW, Pierce NE, Kawahara AY, Lohman DJ. Comprehensive phylogeny of Pieridae butterflies reveals strong correlation between diversification and temperature. iScience 2024; 27:109336. [PMID: 38500827 PMCID: PMC10945170 DOI: 10.1016/j.isci.2024.109336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/28/2023] [Accepted: 02/21/2024] [Indexed: 03/20/2024] Open
Abstract
Temperature is thought to be a key factor influencing global species richness patterns. We investigate the link between temperature and diversification in the butterfly family Pieridae by combining next generation DNA sequences and published molecular data with fine-grained distribution data. We sampled nearly 600 pierid butterfly species to infer the most comprehensive molecular phylogeny of the family and curated a distribution dataset of more than 800,000 occurrences. We found strong evidence that species in environments with more stable daily temperatures or cooler maximum temperatures in the warm seasons have higher speciation rates. Furthermore, speciation and extinction rates decreased in tandem with global temperatures through geological time, resulting in a constant net diversification.
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Affiliation(s)
- Ana Paula S. Carvalho
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, Gainesville, FL, USA
| | - Hannah L. Owens
- Center for Global Mountain Biodiversity, Globe Institute, University of Copenhagen, Copenhagen, Denmark
- Center for Macroecology, Evolution, and Climate, Globe Institute, University of Copenhagen, Copenhagen, Denmark
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Ryan A. St Laurent
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, Gainesville, FL, USA
- Department of Entomology, Smithsonian Institution, National Museum of Natural History, Washington, DC, USA
| | - Chandra Earl
- Department of Natural Sciences, Bernice Pauahi Bishop Museum, Honolulu, HI, USA
| | - Kelly M. Dexter
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, Gainesville, FL, USA
| | - Rebeccah L. Messcher
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, Gainesville, FL, USA
| | - Keith R. Willmott
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, Gainesville, FL, USA
| | | | | | - Nicholas T. Homziak
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, Gainesville, FL, USA
- Department of Entomology and Nematology, University of Florida, Gainesville, FL, USA
| | - Sugihiko Hoshizaki
- Department of Agricultural and Environmental Biology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Bunkyo-ku, Tokyo, Japan
| | - Yu-Feng Hsu
- Department of Life Science, National Taiwan Normal University, Taipei, Taiwan, R.O.C
| | - Athulya G. Kizhakke
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, GKVK Campus, Bengaluru, India
| | - Krushnamegh Kunte
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, GKVK Campus, Bengaluru, India
| | - Dino J. Martins
- Turkana Basin Institute, Stony Brook University, Stony Brook, NY, USA
- Insect Committee of Nature Kenya, The East Africa Natural History Society, Nairobi, Kenya
| | - Nicolás O. Mega
- Programa de Pós-Graduação em Biologia Animal, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Sadaharu Morinaka
- Saitama Study Center, The Open University of Japan, Omiya-ku, Saitama City, Japan
| | - Djunijanti Peggie
- Museum Zoologi Bogor, Research Center for Biosystematics and Evolution, Research Organization for Life Sciences and Environment, National Research and Innovation Agency, Cibinong, Bogor, Indonesia
| | - Helena P. Romanowski
- Laboratório de Ecologia de Insetos, Departamento de Zoologia, Instituto de Biociências, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Szabolcs Sáfián
- African Butterfly Research Institute, Karen, Nairobi, Kenya
- Institute of Silviculture and Forest Protection, University of Sopron, Sopron, Hungary
| | - Roger Vila
- Institut de Biologia Evolutiva (CSIC-Univ. Pompeu Fabra), Barcelona, Spain
| | - Houshuai Wang
- Department of Entomology, College of Plant Protection, South China Agricultural University, Guangzhou, China
| | - Michael F. Braby
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Acton, ACT, Australia
- Australian National Insect Collection, National Research Collections Australia, Canberra, ACT, Australia
| | - Marianne Espeland
- Leibniz Institute for the Analysis of Biodiversity Change, Museum Koenig, Bonn, Germany
| | - Jesse W. Breinholt
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, Gainesville, FL, USA
- Intermountain Healthcare, Intermountain Precision Genomics, St. George, UT, USA
| | - Naomi E. Pierce
- Department of Organismic and Evolutionary Biology, Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
| | - Akito Y. Kawahara
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, Gainesville, FL, USA
- Department of Entomology and Nematology, University of Florida, Gainesville, FL, USA
- Department of Biology, University of Florida, Gainesville, FL, USA
| | - David J. Lohman
- Department of Biology, City University of New York, New York, NY, USA
- PhD Program in Biology, Graduate Center, City University of New York, New York, NY, USA
- Entomology Section, National Museum of Natural History, Manila, Philippines
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Li X, Breinholt JW, Martinez JI, Keegan K, Ellis EA, Homziak NT, Zwick A, Storer CG, McKenna D, Kawahara AY. Large-scale genomic data reveal the phylogeny and evolution of owlet moths (Noctuoidea). Cladistics 2024; 40:21-33. [PMID: 37787424 DOI: 10.1111/cla.12559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 08/24/2023] [Accepted: 08/28/2023] [Indexed: 10/04/2023] Open
Abstract
The owlet moths (Noctuoidea; ~43-45K described species) are one of the most ecologically diverse and speciose superfamilies of animals. Moreover, they comprise some of the world's most notorious pests of agriculture and forestry. Despite their contributions to terrestrial biodiversity and impacts on ecosystems and economies, the evolutionary history of Noctuoidea remains unclear because the superfamily lacks a statistically robust phylogenetic and temporal framework. We reconstructed the phylogeny of Noctuoidea using data from 1234 genes (946.4 kb nucleotides) obtained from the genome and transcriptome sequences of 76 species. The relationships among the six families of Noctuoidea were well resolved and consistently recovered based on both concatenation and gene coalescence approaches, supporting the following relationships: Oenosandridae + (Notodontidae + (Erebidae + (Nolidae + (Euteliidae + Noctuidae)))). A Yule tree prior with three unlinked molecular clocks was identified as the preferred BEAST analysis using marginal-likelihood estimations. The crown age of Noctuoidea was estimated at 74.5 Ma, with most families originating before the end of the Paleogene (23 Ma). Our study provides the first statistically robust phylogenetic and temporal framework for Noctuoidea, including all families of owlet moths, based on large-scale genomic data.
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Affiliation(s)
- Xuankun Li
- Department of Entomology, College of Plant Protection, China Agricultural University, Beijing, 100193, China
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, 32611, USA
- Department of Biological Sciences, University of Memphis, Memphis, TN, 38152, USA
- Center for Biodiversity Research, University of Memphis, Memphis, TN, 38152, USA
| | - Jesse W Breinholt
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, 32611, USA
- Precision Genomics, Intermountain Healthcare, St George, UT, 84790, USA
| | - Jose I Martinez
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, 32611, USA
- Entomology and Nematology Department, University of Florida, Gainesville, FL, 32608, USA
| | - Kevin Keegan
- Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT, 06268, USA
- Section of Invertebrate Zoology, Carnegie Museum of Natural History, 4400 Forbes Ave, Pittsburgh, PA, 15213-4080, USA
| | - Emily A Ellis
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, 32611, USA
| | - Nicholas T Homziak
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, 32611, USA
| | - Andreas Zwick
- Australian National Insect Collection, CSIRO National Research Collections Australia, Canberra, ACT, 2601, Australia
| | - Caroline G Storer
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, 32611, USA
| | - Duane McKenna
- Department of Biological Sciences, University of Memphis, Memphis, TN, 38152, USA
- Center for Biodiversity Research, University of Memphis, Memphis, TN, 38152, USA
| | - Akito Y Kawahara
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, 32611, USA
- Entomology and Nematology Department, University of Florida, Gainesville, FL, 32608, USA
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Kawahara AY, Storer C, Carvalho APS, Plotkin DM, Condamine FL, Braga MP, Ellis EA, St Laurent RA, Li X, Barve V, Cai L, Earl C, Frandsen PB, Owens HL, Valencia-Montoya WA, Aduse-Poku K, Toussaint EFA, Dexter KM, Doleck T, Markee A, Messcher R, Nguyen YL, Badon JAT, Benítez HA, Braby MF, Buenavente PAC, Chan WP, Collins SC, Rabideau Childers RA, Dankowicz E, Eastwood R, Fric ZF, Gott RJ, Hall JPW, Hallwachs W, Hardy NB, Sipe RLH, Heath A, Hinolan JD, Homziak NT, Hsu YF, Inayoshi Y, Itliong MGA, Janzen DH, Kitching IJ, Kunte K, Lamas G, Landis MJ, Larsen EA, Larsen TB, Leong JV, Lukhtanov V, Maier CA, Martinez JI, Martins DJ, Maruyama K, Maunsell SC, Mega NO, Monastyrskii A, Morais ABB, Müller CJ, Naive MAK, Nielsen G, Padrón PS, Peggie D, Romanowski HP, Sáfián S, Saito M, Schröder S, Shirey V, Soltis D, Soltis P, Sourakov A, Talavera G, Vila R, Vlasanek P, Wang H, Warren AD, Willmott KR, Yago M, Jetz W, Jarzyna MA, Breinholt JW, Espeland M, Ries L, Guralnick RP, Pierce NE, Lohman DJ. A global phylogeny of butterflies reveals their evolutionary history, ancestral hosts and biogeographic origins. Nat Ecol Evol 2023; 7:903-913. [PMID: 37188966 PMCID: PMC10250192 DOI: 10.1038/s41559-023-02041-9] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 03/16/2023] [Indexed: 05/17/2023]
Abstract
Butterflies are a diverse and charismatic insect group that are thought to have evolved with plants and dispersed throughout the world in response to key geological events. However, these hypotheses have not been extensively tested because a comprehensive phylogenetic framework and datasets for butterfly larval hosts and global distributions are lacking. We sequenced 391 genes from nearly 2,300 butterfly species, sampled from 90 countries and 28 specimen collections, to reconstruct a new phylogenomic tree of butterflies representing 92% of all genera. Our phylogeny has strong support for nearly all nodes and demonstrates that at least 36 butterfly tribes require reclassification. Divergence time analyses imply an origin ~100 million years ago for butterflies and indicate that all but one family were present before the K/Pg extinction event. We aggregated larval host datasets and global distribution records and found that butterflies are likely to have first fed on Fabaceae and originated in what is now the Americas. Soon after the Cretaceous Thermal Maximum, butterflies crossed Beringia and diversified in the Palaeotropics. Our results also reveal that most butterfly species are specialists that feed on only one larval host plant family. However, generalist butterflies that consume two or more plant families usually feed on closely related plants.
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Affiliation(s)
- Akito Y Kawahara
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA.
- Entomology and Nematology Department, University of Florida, Gainesville, FL, USA.
- Department of Biology, University of Florida, Gainesville, FL, USA.
| | - Caroline Storer
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Ana Paula S Carvalho
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - David M Plotkin
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Entomology and Nematology Department, University of Florida, Gainesville, FL, USA
| | - Fabien L Condamine
- CNRS, Institut des Sciences de l'Evolution de Montpellier (Université de Montpellier), Montpellier, France
| | - Mariana P Braga
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala, Sweden
- Department of Biology, Washington University in St. Louis, St. Louis, MO, USA
| | - Emily A Ellis
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Ryan A St Laurent
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Department of Entomology, National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
| | - Xuankun Li
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Center for Biodiversity Research, Department of Biological Sciences, University of Memphis, Memphis, TN, USA
| | - Vijay Barve
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Liming Cai
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
- Department of Botany and Plant Sciences, University of California, Riverside, Riverside, CA, USA
| | - Chandra Earl
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Paul B Frandsen
- Department of Plant and Wildlife Sciences, Brigham Young University, Provo, UT, USA
| | - Hannah L Owens
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Center for Global Mountain Biodiversity, Globe Institute, University of Copenhagen, Copenhagen, Denmark
- Center for Macroecology, Evolution, and Climate, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Wendy A Valencia-Montoya
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
| | - Kwaku Aduse-Poku
- Biology Department, City College of New York, City University of New York, New York, NY, USA
- Department of Life and Earth Sciences, Perimeter College, Georgia State University, Decatur, GA, USA
| | - Emmanuel F A Toussaint
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Department of Entomology, Natural History Museum of Geneva, Geneva, Switzerland
| | - Kelly M Dexter
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Tenzing Doleck
- Biology Department, City College of New York, City University of New York, New York, NY, USA
- PhD Program in Biology, Graduate Center, City University of New York, New York, NY, USA
| | - Amanda Markee
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Rebeccah Messcher
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Y-Lan Nguyen
- Biology Department, City College of New York, City University of New York, New York, NY, USA
| | - Jade Aster T Badon
- Animal Biology Division, Institute of Biological Sciences, University of the Philippines Los Baños, Laguna, Philippines
| | - Hugo A Benítez
- Laboratorio de Ecología y Morfometría Evolutiva, Centro de Investigación de Estudios Avanzados del Maule, Universidad Católica del Maule, Talca, Chile
- Millennium Institute Biodiversity of Antarctic and Subantarctic Ecosystems (BASE), Santiago, Chile
| | - Michael F Braby
- Division of Ecology and Evolution, Research School of Biology, The Australian National University, Acton, Canberra, Australian Capital Territory, Australia
- Australian National Insect Collection, Canberra, Australian Capital Territory, Australia
| | | | - Wei-Ping Chan
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
| | | | - Richard A Rabideau Childers
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
| | - Even Dankowicz
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
| | - Rod Eastwood
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
| | - Zdenek F Fric
- Biology Centre CAS, České Budějovice, Czech Republic
| | - Riley J Gott
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Entomology and Nematology Department, University of Florida, Gainesville, FL, USA
| | - Jason P W Hall
- Department of Entomology, National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
| | - Winnie Hallwachs
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Nate B Hardy
- Department of Entomology and Plant Pathology, Auburn University, Auburn, AL, USA
| | - Rachel L Hawkins Sipe
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
| | - Alan Heath
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
- Iziko South African Museum, Cape Town, South Africa
| | - Jomar D Hinolan
- Botany and National Herbarium Division, National Museum of the Philippines, Manila, Philippines
| | - Nicholas T Homziak
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Entomology and Nematology Department, University of Florida, Gainesville, FL, USA
| | - Yu-Feng Hsu
- College of Life Science, National Taiwan Normal University, Taipei, Taiwan
| | | | - Micael G A Itliong
- Biology Department, City College of New York, City University of New York, New York, NY, USA
| | - Daniel H Janzen
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Krushnamegh Kunte
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bengaluru, India
| | - Gerardo Lamas
- Museo de Historia Natural, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Michael J Landis
- Department of Biology, Washington University in St. Louis, St. Louis, MO, USA
| | - Elise A Larsen
- Department of Biology, Georgetown University, Washington, DC, USA
| | | | - Jing V Leong
- Biology Department, City College of New York, City University of New York, New York, NY, USA
- Biology Centre CAS, České Budějovice, Czech Republic
- Faculty of Science, Department of Zoology, University of South Bohemia, České Budějovice, Czech Republic
| | - Vladimir Lukhtanov
- Department of Karyosystematics, Zoological Institute of Russian Academy of Sciences, St. Petersburg, Russia
| | - Crystal A Maier
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
| | - Jose I Martinez
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Entomology and Nematology Department, University of Florida, Gainesville, FL, USA
| | - Dino J Martins
- Turkana Basin Institute, Stony Brook University, Stony Brook, NY, USA
| | | | - Sarah C Maunsell
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
| | - Nicolás Oliveira Mega
- Departamento de Zoologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Alexander Monastyrskii
- Vietnam Programme, Fauna & Flora International, Hanoi, Vietnam
- Vietnam National Museum of Nature, Vietnam Academy of Science and Technology, Hanoi, Vietnam
| | - Ana B B Morais
- Centro de Ciências Naturais e Exatas, Pós-Graduação em Biodiversidade Animal, Universidade Federal de Santa Maria, Santa Maria, Brazil
| | | | - Mark Arcebal K Naive
- Center for Integrative Conservation, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Mengla, China
- University of Chinese Academy of Sciences, Beijing, China
- College of Arts and Sciences, Jose Rizal Memorial State University, Tampilisan, Philippines
| | | | - Pablo Sebastián Padrón
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- Entomology Laboratory, Museo de Zoología, Universidad del Azuay, Cuenca, Ecuador
| | - Djunijanti Peggie
- Research Center for Biosystematics and Evolution, National Research and Innovation Agency (BRIN), Cibinong-Bogor, Indonesia
| | | | - Szabolcs Sáfián
- Institute of Silviculture and Forest Protection, University of West Hungary, Sopron, Hungary
| | - Motoki Saito
- The Research Institute of Evolutionary Biology (Insect Study Division), Setagaya, Japan
| | | | - Vaughn Shirey
- Department of Biology, Georgetown University, Washington, DC, USA
| | - Doug Soltis
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Pamela Soltis
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Andrei Sourakov
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Gerard Talavera
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA
- Institut Botànic de Barcelona (IBB, CSIC-Ajuntament de Barcelona), Barcelona, Spain
| | - Roger Vila
- Institut de Biologia Evolutiva (CSIC-Univ. Pompeu Fabra), Barcelona, Spain
| | - Petr Vlasanek
- T.G. Masaryk Water Research Institute, Prague, Czech Republic
| | - Houshuai Wang
- Department of Entomology, College of Plant Protection, South China Agricultural University, Guangzhou, China
| | - Andrew D Warren
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Keith R Willmott
- McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Masaya Yago
- The University Museum, The University of Tokyo, Tokyo, Japan
| | - Walter Jetz
- Department of Ecology & Evolutionary Biology, Yale University, New Haven, CT, USA
- Center for Biodiversity and Global Change, Yale University, New Haven, CT, USA
| | - Marta A Jarzyna
- Department of Ecology & Evolutionary Biology, Yale University, New Haven, CT, USA
- Translational Data Analytics Institute, The Ohio State University, Columbus, OH, USA
- Department of Evolution, Ecology and Organismal Biology, The Ohio State University, Columbus, OH, USA
| | - Jesse W Breinholt
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
- RAPiD Genomics, Gainesville, FL, USA
| | - Marianne Espeland
- Leibniz Institute for the Analysis of Biodiversity Change, Zoological Research Museum Alexander Koenig, Bonn, Germany
| | - Leslie Ries
- Department of Biology, Georgetown University, Washington, DC, USA
| | - Robert P Guralnick
- Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
| | - Naomi E Pierce
- Department of Organismic and Evolutionary Biology and Museum of Comparative Zoology, Harvard University, Cambridge, MA, USA.
| | - David J Lohman
- Biology Department, City College of New York, City University of New York, New York, NY, USA.
- PhD Program in Biology, Graduate Center, City University of New York, New York, NY, USA.
- Entomology Section, National Museum of Natural History, Manila, Philippines.
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