2
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Miralles A, Bruy T, Wolcott K, Scherz MD, Begerow D, Beszteri B, Bonkowski M, Felden J, Gemeinholzer B, Glaw F, Glöckner FO, Hawlitschek O, Kostadinov I, Nattkemper TW, Printzen C, Renz J, Rybalka N, Stadler M, Weibulat T, Wilke T, Renner SS, Vences M. Repositories for Taxonomic Data: Where We Are and What is Missing. Syst Biol 2020; 69:1231-1253. [PMID: 32298457 PMCID: PMC7584136 DOI: 10.1093/sysbio/syaa026] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 02/20/2020] [Accepted: 03/24/2020] [Indexed: 12/05/2022] Open
Abstract
Natural history collections are leading successful large-scale projects of specimen digitization (images, metadata, DNA barcodes), thereby transforming taxonomy into a big data science. Yet, little effort has been directed towards safeguarding and subsequently mobilizing the considerable amount of original data generated during the process of naming 15,000-20,000 species every year. From the perspective of alpha-taxonomists, we provide a review of the properties and diversity of taxonomic data, assess their volume and use, and establish criteria for optimizing data repositories. We surveyed 4113 alpha-taxonomic studies in representative journals for 2002, 2010, and 2018, and found an increasing yet comparatively limited use of molecular data in species diagnosis and description. In 2018, of the 2661 papers published in specialized taxonomic journals, molecular data were widely used in mycology (94%), regularly in vertebrates (53%), but rarely in botany (15%) and entomology (10%). Images play an important role in taxonomic research on all taxa, with photographs used in >80% and drawings in 58% of the surveyed papers. The use of omics (high-throughput) approaches or 3D documentation is still rare. Improved archiving strategies for metabarcoding consensus reads, genome and transcriptome assemblies, and chemical and metabolomic data could help to mobilize the wealth of high-throughput data for alpha-taxonomy. Because long-term-ideally perpetual-data storage is of particular importance for taxonomy, energy footprint reduction via less storage-demanding formats is a priority if their information content suffices for the purpose of taxonomic studies. Whereas taxonomic assignments are quasifacts for most biological disciplines, they remain hypotheses pertaining to evolutionary relatedness of individuals for alpha-taxonomy. For this reason, an improved reuse of taxonomic data, including machine-learning-based species identification and delimitation pipelines, requires a cyberspecimen approach-linking data via unique specimen identifiers, and thereby making them findable, accessible, interoperable, and reusable for taxonomic research. This poses both qualitative challenges to adapt the existing infrastructure of data centers to a specimen-centered concept and quantitative challenges to host and connect an estimated $ \le $2 million images produced per year by alpha-taxonomic studies, plus many millions of images from digitization campaigns. Of the 30,000-40,000 taxonomists globally, many are thought to be nonprofessionals, and capturing the data for online storage and reuse therefore requires low-complexity submission workflows and cost-free repository use. Expert taxonomists are the main stakeholders able to identify and formalize the needs of the discipline; their expertise is needed to implement the envisioned virtual collections of cyberspecimens. [Big data; cyberspecimen; new species; omics; repositories; specimen identifier; taxonomy; taxonomic data.].
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Affiliation(s)
- Aurélien Miralles
- Departement Origins and Evolution, Institut Systématique, Evolution, Biodiversité (ISYEB), Muséum national d’Histoire naturelle, CNRS, Sorbonne Université, EPHE, 57 rue Cuvier, CP50, 75005 Paris, France
- Systematic Botany and Mycology, University of Munich (LMU), Menzingerstraße 67, 80638 Munich, Germany
| | - Teddy Bruy
- Departement Origins and Evolution, Institut Systématique, Evolution, Biodiversité (ISYEB), Muséum national d’Histoire naturelle, CNRS, Sorbonne Université, EPHE, 57 rue Cuvier, CP50, 75005 Paris, France
- Systematic Botany and Mycology, University of Munich (LMU), Menzingerstraße 67, 80638 Munich, Germany
| | - Katherine Wolcott
- Systematic Botany and Mycology, University of Munich (LMU), Menzingerstraße 67, 80638 Munich, Germany
- National Museum of Natural History, Smithsonian Institution, Washington, DC, USA
| | - Mark D Scherz
- Department of Herpetology, Zoologische Staatssammlung München (ZSM-SNSB), Münchhausenstraße 21, 81247 München, Germany
- Department of Biology, Universität Konstanz, Universitätstraße 10, 78464 Konstanz, Germany
| | - Dominik Begerow
- Department of Geobotany, Ruhr-University Bochum, Universitätsstraße 150, 44780 Bochum, Germany
| | - Bank Beszteri
- Department of Phycology, Faculty of Biology, University of Duisburg-Essen, Universitätsstraße 2, 45141 Essen, Germany
| | - Michael Bonkowski
- Department of Terrestrial Ecology, Center of Excellence in Plant Sciences (CEPLAS), Terrestrial Ecology, Institute of Zoology, University of Cologne, 50674 Köln, Germany
| | - Janine Felden
- MARUM - Center for Marine Environmental Sciences, University of Bremen, Leobenerstraße 8, 28359 Bremen, Germany
- Alfred Wegener Institute - Helmholtz Center for Polar- and Marine Research, Am Handelshafen 12, 27570 Bremerhaven, Germany
| | - Birgit Gemeinholzer
- Department of Systematic Botany, Justus Liebig University Gießen, Heinrich-Buff Ring 38, 35392 Giessen, Germany
| | - Frank Glaw
- Department of Herpetology, Zoologische Staatssammlung München (ZSM-SNSB), Münchhausenstraße 21, 81247 München, Germany
| | - Frank Oliver Glöckner
- Alfred Wegener Institute - Helmholtz Center for Polar- and Marine Research, Am Handelshafen 12, 27570 Bremerhaven, Germany
| | - Oliver Hawlitschek
- Department of Herpetology, Zoologische Staatssammlung München (ZSM-SNSB), Münchhausenstraße 21, 81247 München, Germany
- Department of Scientific Infrastructure, Centrum für Naturkunde (CeNak), Universität Hamburg, Martin-Luther-King-Platz 3, 20146 Hamburg, Germany
| | - Ivaylo Kostadinov
- GFBio - Gesellschaft für Biologische Daten e.V., c/o Research II, Campus Ring 1, 28759 Bremen, Germany
| | - Tim W Nattkemper
- Biodata Mining Group, Center of Biotechnology (CeBiTec), Bielefeld University, PO Box 100131, 33501 Bielefeld, Germany
| | - Christian Printzen
- Department of Botany and Molecular Evolution, Senckenberg Research Institute and Natural History Museum Frankfurt, Senckenberganlage 25, 60325 Frankfurt/Main, Germany
| | - Jasmin Renz
- Zooplankton Research Group, DZMB – Senckenberg am Meer, Martin-Luther-King Platz 3, 20146 Hamburg, Germany
| | - Nataliya Rybalka
- Department of Experimental Phycology and Culture Collection of Algae, University Göttingen, Nikolausberger-Weg 18, 37073 Göttingen, Germany
| | - Marc Stadler
- Department Microbial Drugs, Helmholtz Centre for Infection Research (HZI), and German Centre for Infection Research (DZIF), Partner Site Hannover-Braunschweig, Inhoffenstrasse 7, 38124 Braunschweig, Germany
| | - Tanja Weibulat
- GFBio - Gesellschaft für Biologische Daten e.V., c/o Research II, Campus Ring 1, 28759 Bremen, Germany
| | - Thomas Wilke
- Department of Animal Ecology and Systematics, Justus Liebig University Gießen, Heinrich-Buff Ring 26, 35392 Giessen, Germany
| | - Susanne S Renner
- Systematic Botany and Mycology, University of Munich (LMU), Menzingerstraße 67, 80638 Munich, Germany
| | - Miguel Vences
- Department of Evolutionary Biology, Zoological Institute, Technische Universität Braunschweig, Mendelssohnstraße 4, 38106 Braunschweig, Germany
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4
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Droege G, Barker K, Seberg O, Coddington J, Benson E, Berendsohn WG, Bunk B, Butler C, Cawsey EM, Deck J, Döring M, Flemons P, Gemeinholzer B, Güntsch A, Hollowell T, Kelbert P, Kostadinov I, Kottmann R, Lawlor RT, Lyal C, Mackenzie-Dodds J, Meyer C, Mulcahy D, Nussbeck SY, O'Tuama É, Orrell T, Petersen G, Robertson T, Söhngen C, Whitacre J, Wieczorek J, Yilmaz P, Zetzsche H, Zhang Y, Zhou X. The Global Genome Biodiversity Network (GGBN) Data Standard specification. Database (Oxford) 2016; 2016:baw125. [PMID: 27694206 PMCID: PMC5045859 DOI: 10.1093/database/baw125] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Accepted: 08/09/2016] [Indexed: 11/24/2022]
Abstract
Genomic samples of non-model organisms are becoming increasingly important in a broad range of studies from developmental biology, biodiversity analyses, to conservation. Genomic sample definition, description, quality, voucher information and metadata all need to be digitized and disseminated across scientific communities. This information needs to be concise and consistent in today’s ever-increasing bioinformatic era, for complementary data aggregators to easily map databases to one another. In order to facilitate exchange of information on genomic samples and their derived data, the Global Genome Biodiversity Network (GGBN) Data Standard is intended to provide a platform based on a documented agreement to promote the efficient sharing and usage of genomic sample material and associated specimen information in a consistent way. The new data standard presented here build upon existing standards commonly used within the community extending them with the capability to exchange data on tissue, environmental and DNA sample as well as sequences. The GGBN Data Standard will reveal and democratize the hidden contents of biodiversity biobanks, for the convenience of everyone in the wider biobanking community. Technical tools exist for data providers to easily map their databases to the standard. Database URL:http://terms.tdwg.org/wiki/GGBN_Data_Standard
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Affiliation(s)
- G Droege
- Botanic Garden and Botanical Museum Berlin-Dahlem, Freie Universität Berlin, Königin-Luise-Str. 6-8, Berlin 14195, Germany
| | - K Barker
- National Museum of Natural History, Smithsonian Institution, Washington, DC 20560, USA
| | - O Seberg
- Natural History Museum of Denmark, University of Copenhagen, Sølvgade 83, opg. S, Copenhagen DK-1307, Denmark
| | - J Coddington
- National Museum of Natural History, Smithsonian Institution, Washington, DC 20560, USA
| | - E Benson
- Damar Research Scientists, Damar, Drum Road, Cuparmuir, Fife KY15 5RJ, UK
| | - W G Berendsohn
- Botanic Garden and Botanical Museum Berlin-Dahlem, Freie Universität Berlin, Königin-Luise-Str. 6-8, Berlin 14195, Germany
| | - B Bunk
- Leibniz Institute DSMZ - German Collection of Microorganisms and Cell Cultures, Inhoffenstr. 7B, Braunschweig 38124, Germany
| | - C Butler
- National Museum of Natural History, Smithsonian Institution, Washington, DC 20560, USA
| | - E M Cawsey
- Australian National Wildlife Collection, CSIRO National Research Collections Australia, Canberra, Australia
| | - J Deck
- Berkeley Natural History Museums, University of California at Berkeley, Berkeley, CA 94720, USA
| | - M Döring
- Global Biodiversity Information Facility Secretariat, Universitetsparken 15, Copenhagen DK-2100, Denmark
| | - P Flemons
- Australian Museum, Sydney 2010, NSW, Australia
| | - B Gemeinholzer
- Systematic Botany, Justus Liebig University, Giessen 35392, Germany
| | - A Güntsch
- Botanic Garden and Botanical Museum Berlin-Dahlem, Freie Universität Berlin, Königin-Luise-Str. 6-8, Berlin 14195, Germany
| | - T Hollowell
- National Museum of Natural History, Smithsonian Institution, Washington, DC 20560, USA
| | - P Kelbert
- Botanic Garden and Botanical Museum Berlin-Dahlem, Freie Universität Berlin, Königin-Luise-Str. 6-8, Berlin 14195, Germany
| | - I Kostadinov
- Department of Life Sciences & Chemistry, Jacobs University Bremen gGmbH, Campus Ring 1, Bremen 28759, Germany
| | - R Kottmann
- Microbial Genomics and Bioinformatics Research Group, Max Planck Institute for Marine Microbiology, Celsiusstrasse 1, Bremen 28359, Germany
| | - R T Lawlor
- ARC-Net Applied Research on Cancer Centre, Department of Pathology and Diagnostics, University of Verona, Verona 37134, Italy
| | - C Lyal
- Natural History Museum, Cromwell Road, London SW7 5BD, UK
| | | | - C Meyer
- National Museum of Natural History, Smithsonian Institution, Washington, DC 20560, USA
| | - D Mulcahy
- National Museum of Natural History, Smithsonian Institution, Washington, DC 20560, USA
| | - S Y Nussbeck
- Department of Medical Informatics and UMG Biobank, University Medical Center Göttingen, Robert-Koch-Str. 40, Göttingen 37075, Germany
| | - É O'Tuama
- Global Biodiversity Information Facility Secretariat, Universitetsparken 15, Copenhagen DK-2100, Denmark
| | - T Orrell
- National Museum of Natural History, Smithsonian Institution, Washington, DC 20560, USA
| | - G Petersen
- Natural History Museum of Denmark, University of Copenhagen, Sølvgade 83, opg. S, Copenhagen DK-1307, Denmark
| | - T Robertson
- Global Biodiversity Information Facility Secretariat, Universitetsparken 15, Copenhagen DK-2100, Denmark
| | - C Söhngen
- Leibniz Institute DSMZ - German Collection of Microorganisms and Cell Cultures, Inhoffenstr. 7B, Braunschweig 38124, Germany
| | - J Whitacre
- National Museum of Natural History, Smithsonian Institution, Washington, DC 20560, USA
| | - J Wieczorek
- Museum of Vertebrate Zoology, University of California at Berkeley, Berkeley, CA 94720, USA
| | - P Yilmaz
- Microbial Genomics and Bioinformatics Research Group, Max Planck Institute for Marine Microbiology, Celsiusstrasse 1, Bremen 28359, Germany
| | - H Zetzsche
- Julius Kuehn-Institute (JKI), Federal Research Centre for Cultivated Plants, Institute for Resistance Research and Stress Tolerance, Erwin-Baur-Str. 27, Quedlinburg 06484, Germany
| | - Y Zhang
- China National GeneBank, BGI-Shenzhen, Shenzhen, Guangdong 518083, China
| | - X Zhou
- China National GeneBank, BGI-Shenzhen, Shenzhen, Guangdong 518083, China
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5
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Kopf A, Bicak M, Kottmann R, Schnetzer J, Kostadinov I, Lehmann K, Fernandez-Guerra A, Jeanthon C, Rahav E, Ullrich M, Wichels A, Gerdts G, Polymenakou P, Kotoulas G, Siam R, Abdallah RZ, Sonnenschein EC, Cariou T, O'Gara F, Jackson S, Orlic S, Steinke M, Busch J, Duarte B, Caçador I, Canning-Clode J, Bobrova O, Marteinsson V, Reynisson E, Loureiro CM, Luna GM, Quero GM, Löscher CR, Kremp A, DeLorenzo ME, Øvreås L, Tolman J, LaRoche J, Penna A, Frischer M, Davis T, Katherine B, Meyer CP, Ramos S, Magalhães C, Jude-Lemeilleur F, Aguirre-Macedo ML, Wang S, Poulton N, Jones S, Collin R, Fuhrman JA, Conan P, Alonso C, Stambler N, Goodwin K, Yakimov MM, Baltar F, Bodrossy L, Van De Kamp J, Frampton DM, Ostrowski M, Van Ruth P, Malthouse P, Claus S, Deneudt K, Mortelmans J, Pitois S, Wallom D, Salter I, Costa R, Schroeder DC, Kandil MM, Amaral V, Biancalana F, Santana R, Pedrotti ML, Yoshida T, Ogata H, Ingleton T, Munnik K, Rodriguez-Ezpeleta N, Berteaux-Lecellier V, Wecker P, Cancio I, Vaulot D, Bienhold C, Ghazal H, Chaouni B, Essayeh S, Ettamimi S, Zaid EH, Boukhatem N, Bouali A, Chahboune R, Barrijal S, Timinouni M, El Otmani F, Bennani M, Mea M, Todorova N, Karamfilov V, Ten Hoopen P, Cochrane G, L'Haridon S, Bizsel KC, Vezzi A, Lauro FM, Martin P, Jensen RM, Hinks J, Gebbels S, Rosselli R, De Pascale F, Schiavon R, Dos Santos A, Villar E, Pesant S, Cataletto B, Malfatti F, Edirisinghe R, Silveira JAH, Barbier M, Turk V, Tinta T, Fuller WJ, Salihoglu I, Serakinci N, Ergoren MC, Bresnan E, Iriberri J, Nyhus PAF, Bente E, Karlsen HE, Golyshin PN, Gasol JM, Moncheva S, Dzhembekova N, Johnson Z, Sinigalliano CD, Gidley ML, Zingone A, Danovaro R, Tsiamis G, Clark MS, Costa AC, El Bour M, Martins AM, Collins RE, Ducluzeau AL, Martinez J, Costello MJ, Amaral-Zettler LA, Gilbert JA, Davies N, Field D, Glöckner FO. The ocean sampling day consortium. Gigascience 2015; 4:27. [PMID: 26097697 PMCID: PMC4473829 DOI: 10.1186/s13742-015-0066-5] [Citation(s) in RCA: 135] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Accepted: 05/06/2015] [Indexed: 11/26/2022] Open
Abstract
Ocean Sampling Day was initiated by the EU-funded Micro B3 (Marine Microbial Biodiversity, Bioinformatics, Biotechnology) project to obtain a snapshot of the marine microbial biodiversity and function of the world’s oceans. It is a simultaneous global mega-sequencing campaign aiming to generate the largest standardized microbial data set in a single day. This will be achievable only through the coordinated efforts of an Ocean Sampling Day Consortium, supportive partnerships and networks between sites. This commentary outlines the establishment, function and aims of the Consortium and describes our vision for a sustainable study of marine microbial communities and their embedded functional traits.
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Affiliation(s)
- Anna Kopf
- Max Planck Institute for Marine Microbiology, Celsiusstrasse 1, D-28359 Bremen, Germany ; Jacobs University Bremen gGmbH, Campus Ring 1, D-28759 Bremen, Germany
| | - Mesude Bicak
- University of Oxford, 7 Keble Road, OX1 3QG Oxford, Oxfordshire UK
| | - Renzo Kottmann
- Max Planck Institute for Marine Microbiology, Celsiusstrasse 1, D-28359 Bremen, Germany
| | - Julia Schnetzer
- Max Planck Institute for Marine Microbiology, Celsiusstrasse 1, D-28359 Bremen, Germany ; Jacobs University Bremen gGmbH, Campus Ring 1, D-28759 Bremen, Germany
| | - Ivaylo Kostadinov
- Jacobs University Bremen gGmbH, Campus Ring 1, D-28759 Bremen, Germany
| | - Katja Lehmann
- Centre for Ecology & Hydrology, MacLean Building, Benson Lane, Crowmarsh Gifford, OX10 8BB Wallingford, Oxfordshire UK
| | - Antonio Fernandez-Guerra
- Max Planck Institute for Marine Microbiology, Celsiusstrasse 1, D-28359 Bremen, Germany ; University of Oxford, 7 Keble Road, OX1 3QG Oxford, Oxfordshire UK
| | - Christian Jeanthon
- CNRS & Sorbonne Universités, UPMC Univ Paris 06, Station Biologique, Place Georges Teissier, F-29680 Roscoff, France
| | - Eyal Rahav
- Israel Oceanographic and Limnological Research, National Institute of Oceanography, Tel- Shikmona, POB 8030, 31080 Haifa, Israel
| | - Matthias Ullrich
- Jacobs University Bremen gGmbH, Campus Ring 1, D-28759 Bremen, Germany
| | - Antje Wichels
- Alfred Wegener Institute, Biologische Anstalt Helgoland, Kurpromenade 201, 27498 Helgoland, Germany
| | - Gunnar Gerdts
- Alfred Wegener Institute, Biologische Anstalt Helgoland, Kurpromenade 201, 27498 Helgoland, Germany
| | - Paraskevi Polymenakou
- Hellenic Centre for Marine Research, Institute of Marine Biology, Biotechnology and Aquaculture, Gournes Pediados, 71500 Heraklion, Crete Greece
| | - Giorgos Kotoulas
- Hellenic Centre for Marine Research, Institute of Marine Biology, Biotechnology and Aquaculture, Gournes Pediados, 71500 Heraklion, Crete Greece
| | - Rania Siam
- Biology Department and YJ-Science and Technology Research Center, American University in Cairo, New Cairo, 11835 Cairo Governorate Egypt
| | - Rehab Z Abdallah
- Biology Department and YJ-Science and Technology Research Center, American University in Cairo, New Cairo, 11835 Cairo Governorate Egypt
| | - Eva C Sonnenschein
- Department of Systems Biology, Technical University of Denmark, Matematiktorvet 301, 2800 Kgs., Lyngby, Denmark
| | - Thierry Cariou
- CNRS & Sorbonne Universités, UPMC Univ Paris 06, Station Biologique, Place Georges Teissier, F-29680 Roscoff, France
| | - Fergal O'Gara
- National University of Ireland-University College Cork, Cork, Ireland ; Curtin University, Biomedical Sciences, Perth, Western Australia Australia
| | - Stephen Jackson
- Department of Systems Biology, Technical University of Denmark, Matematiktorvet 301, 2800 Kgs., Lyngby, Denmark
| | - Sandi Orlic
- Ruđer Bošković Institute, Bijenička cesta 54, 10 000, Zagreb, Croatia
| | - Michael Steinke
- School of Biological Sciences, University of Essex, CO4 3SQ Colchester, Essex UK
| | - Julia Busch
- Institute for Chemistry and Biology of the Marine Environment (ICBM), Carl von Ossietzky University Oldenburg, Schleusenstrasse 1, 26383 Wilhemshaven, Germany
| | - Bernardo Duarte
- Marine and Environmental Sciences Centre, Faculty of Sciences of the University of Lisbon, Campo Grande 1749-016, Lisbon, Portugal
| | - Isabel Caçador
- Marine and Environmental Sciences Centre, Faculty of Sciences of the University of Lisbon, Campo Grande 1749-016, Lisbon, Portugal
| | - João Canning-Clode
- Marine and Environmental Sciences Centre, Faculty of Sciences of the University of Lisbon, Campo Grande 1749-016, Lisbon, Portugal ; Smithsonian Environmental Research Center, 21037 Edgewater, Maryland USA
| | - Oleksandra Bobrova
- Department of Microbiology, Virology and Biotechnology, Odessa National II Mechnikov University, Dvoryanskaya str.2, 65082 Odessa, Ukraine
| | | | | | - Clara Magalhães Loureiro
- InBio/CIBIO, Departamento de Biologia da Universidade dos Açores, 9501-801 Ponta Delgada, Portugal
| | - Gian Marco Luna
- National Research Council, Institute of Marine Sciences (CNR-ISMAR), Castello 2737/f, Arsenale Tesa 104, 30122 Venezia, Italy
| | - Grazia Marina Quero
- National Research Council, Institute of Marine Sciences (CNR-ISMAR), Castello 2737/f, Arsenale Tesa 104, 30122 Venezia, Italy
| | - Carolin R Löscher
- Institute of Microbiology/ GEOMAR, Am Botanischen Garten 1-9, 24118 Kiel, Germany
| | - Anke Kremp
- Marine Research Centre, Finnish Environment Institute, Erik Palmenin aukio 1, 00560 Helsinki, Finland
| | - Marie E DeLorenzo
- NOAA/National Ocean Service/NCCOS/Center for Coastal Environmental Health & Biomolecular Research Charleston, 29412 South Carolina, USA
| | - Lise Øvreås
- Department of Biology, University of Bergen, Thormøhlensgate 53B, 5020 Bergen, Norway
| | - Jennifer Tolman
- LaRoche Research Group, Department of Biology, Dalhousie University, B3H 4R2 Halifax, Nova Scotia Canada
| | - Julie LaRoche
- LaRoche Research Group, Department of Biology, Dalhousie University, B3H 4R2 Halifax, Nova Scotia Canada
| | - Antonella Penna
- Department of Biomolecular Sciences, University of Urbino, Viale Trieste 296, 61121 Pesaro, Italy
| | - Marc Frischer
- University of Georgia's Skidaway Institute of Oceanography, 10 Ocean Science Circle, 31411 Savannah, Georgia USA
| | - Timothy Davis
- NOAA-Great Lakes Environmental Research Laboratory, 4840 S State Road, 48108 Ann Arbor, Michigan USA
| | - Barker Katherine
- National Museum of Natural History, Smithsonian Institution, 10th and Constitution Avenue NW, 20013 Washington, DC USA
| | - Christopher P Meyer
- National Museum of Natural History, Smithsonian Institution, 10th and Constitution Avenue NW, 20013 Washington, DC USA
| | - Sandra Ramos
- CIIMAR, Interdisciplinary Center of Environmental and Marine Research, University of Porto, Rua dos Bragas 289, 4050-123 Porto, Portugal
| | - Catarina Magalhães
- CIIMAR, Interdisciplinary Center of Environmental and Marine Research, University of Porto, Rua dos Bragas 289, 4050-123 Porto, Portugal
| | - Florence Jude-Lemeilleur
- Station Marine d'Arcachon, CNRS & Univ Bordeaux, 2 rue Professeur Jolyet, F-33120 Arcachon, France
| | - Ma Leopoldina Aguirre-Macedo
- Centro de Investigación y de Estudios Avanzados (CINVESTAV), Unidad Mérida, Carretera Antigua a Progreso Km 6 Cordemex, C.P., 97310 Yucatan, Mexico
| | - Shiao Wang
- Department of Biological Sciences, University of Southern Mississippi, 39406 Hattiesburg, Mississippi USA
| | - Nicole Poulton
- Bigelow Laboratory for Ocean Sciences, 60 Bigelow Drive, 04544 East Boothbay, Maine USA
| | - Scott Jones
- Smithsonian Marine Station, 701 Seaway Drive, 34949 Fort Pierce, Florida USA
| | - Rachel Collin
- Smithsonian Tropical Research Institute, Apartado Postal 0843-03092, Balboa Ancon, Panama
| | - Jed A Fuhrman
- Wrigley Institute for Environmental Studies and Department of Biological Sciences, University of Southern California, 90089-0371 Los Angeles, California USA
| | - Pascal Conan
- Sorbonne Universités, UPMC Univ Paris 06, CNRS, UMR7621, Laboratoire d'Océanographie Microbienne, Observatoire Océanologique, F-66651 Banyuls sur Mer, France
| | - Cecilia Alonso
- Microbial Ecology of Aquatic Transitional Systems Research Group, Centro Universitario de la Región Este, Universidad de la República, Ruta 15, km 28.500, Rocha, Uruguay
| | - Noga Stambler
- The Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, 5290002 Ramat-Gan, Israel ; Interuniversity Institute for Marine Sciences in Eilat, 88103 Eilat, Israel
| | - Kelly Goodwin
- NOAA Atlantic Oceanographic and Meteorological Laboratory, Ocean Chemistry and Ecosystems Division, 4301 Rickenbacker Causeway, 33149 Miami, Florida USA
| | - Michael M Yakimov
- Institute for Coastal Marine Environment, IAMC-CNR, Spianata S Raineri, 86 - 98122, Messina, Sicily Italy
| | - Federico Baltar
- Department of Marine Science, University of Otago, PO Box 56, 9054 Dunedin, New Zealand
| | - Levente Bodrossy
- CSIRO Oceans and Atmosphere Flagship, 7000 Hobart, Tasmania Australia
| | - Jodie Van De Kamp
- CSIRO Oceans and Atmosphere Flagship, 7000 Hobart, Tasmania Australia
| | - Dion Mf Frampton
- CSIRO Oceans and Atmosphere Flagship, 7000 Hobart, Tasmania Australia
| | - Martin Ostrowski
- Department of Chemistry and Biomolecular Science, Macquarie University, 2109 Sydney, Australia
| | - Paul Van Ruth
- South Australian Research and Development Institute (SARDI) - Aquatic Sciences, PO Box 120, 5022 Henley Beach, South Australia Australia
| | - Paul Malthouse
- South Australian Research and Development Institute (SARDI) - Aquatic Sciences, PO Box 120, 5022 Henley Beach, South Australia Australia
| | - Simon Claus
- Flanders Marine Institute, InnovOcean site, Wandelaarkaai 7, 8400 Oostende, Belgium
| | - Klaas Deneudt
- Flanders Marine Institute, InnovOcean site, Wandelaarkaai 7, 8400 Oostende, Belgium
| | - Jonas Mortelmans
- Flanders Marine Institute, InnovOcean site, Wandelaarkaai 7, 8400 Oostende, Belgium
| | - Sophie Pitois
- Centre for Environment, Fisheries and Aquaculture Science (CEFAS), Pakefield Road, NR33 0HT Lowestoft, Suffolk UK
| | - David Wallom
- University of Oxford, 7 Keble Road, OX1 3QG Oxford, Oxfordshire UK
| | - Ian Salter
- Sorbonne Universités, UPMC Univ Paris 06, CNRS, UMR7621, Laboratoire d'Océanographie Microbienne, Observatoire Océanologique, F-66651 Banyuls sur Mer, France ; Alfred-Wegener-Institut-Helmholtz-Zentrum für Polar-und Meeresforschung, Am Handelshafen 12, 27570 Bremerhaven, Germany
| | - Rodrigo Costa
- Microbial Ecology and Evolution Research Group, Centre of Marine Sciences, Algarve University, Gambelas Campus, Building 7, Room 2.77, 8005-139 Faro, Portugal
| | - Declan C Schroeder
- Marine Biological Association of the UK, Citadel Hill, PL1 2PB Plymouth, Devon UK
| | - Mahrous M Kandil
- Soil and Water Science Department, Faculty of Agriculture, Alexandria University, El-Shatbi, 21545 Alexandria, Egypt
| | - Valentina Amaral
- Microbial Ecology of Aquatic Transitional Systems Research Group, Centro Universitario de la Región Este, Universidad de la República, Ruta 15, km 28.500, Rocha, Uruguay
| | - Florencia Biancalana
- Marine Biogeochemistry - Argentine Institute of Oceanography, Camino La Carrindanga Km 7,5, 8000 Florida, Bahia Blanca Argentina
| | - Rafael Santana
- Microbial Ecology of Aquatic Transitional Systems Research Group, Centro Universitario de la Región Este, Universidad de la República, Ruta 15, km 28.500, Rocha, Uruguay
| | - Maria Luiza Pedrotti
- Sorbonne Universités, UPMC Univ Paris 06, CNRS, UMR 7093, LOV, Observatoire océanologique, F-Villefranche-sur-Mer, Paris, France
| | - Takashi Yoshida
- Graduate School of Agriculture, Kyoto University, 606-8502 Sakyo-ku, Kyoto Japan
| | - Hiroyuki Ogata
- Graduate School of Agriculture, Kyoto University, 606-8502 Sakyo-ku, Kyoto Japan
| | - Tim Ingleton
- Waters, Wetlands and Coasts, New South Wales Office of Environment and Heritage, Sydney South 1232, 59-61 Goulburn Street, 2001 PO Box A290, Sydney, New South Wales Australia ; Antarctic and Southern Ocean Studies, University of Tasmania, 7004 Hobart, Tasmania Australia
| | - Kate Munnik
- Lwandle Technologies, Black River Park, Fir Road, 7925 Observatory, Cape Town South Africa
| | | | | | - Patricia Wecker
- CRIOBE, USR3278 CNRS-EPHE-UPVD, LabEx Corail, BP 1013-98729 Papetoai Moorea, French Polynesia
| | - Ibon Cancio
- University of the Basque Country, PO Box 644, E-48080 Bilbao, Basque Country Spain
| | - Daniel Vaulot
- CNRS & Sorbonne Universités, UPMC Univ Paris 06, Station Biologique, Place Georges Teissier, F-29680 Roscoff, France
| | - Christina Bienhold
- Max Planck Institute for Marine Microbiology, Celsiusstrasse 1, D-28359 Bremen, Germany ; Alfred-Wegener-Institut-Helmholtz-Zentrum für Polar-und Meeresforschung, Am Handelshafen 12, 27570 Bremerhaven, Germany
| | - Hassan Ghazal
- Polydisciplinary Faculty of Nador, University Mohammed Premier, Selouane, Nador Morocco ; Laboratory of Genetics and Biotechnology, University Mohammed Premier, Oujda, Morocco
| | - Bouchra Chaouni
- Laboratory of Genetics and Biotechnology, University Mohammed Premier, Oujda, Morocco ; Faculty of Sciences of Rabat, University Mohammed Fifth Rabat, Rabat, Morocco
| | - Soumya Essayeh
- Polydisciplinary Faculty of Nador, University Mohammed Premier, Selouane, Nador Morocco
| | - Sara Ettamimi
- Laboratory of Genetics and Biotechnology, University Mohammed Premier, Oujda, Morocco ; Polydisciplinary Faculty of Taza, University Sidi Mohammed Ben Abdallah, Fes, Morocco
| | - El Houcine Zaid
- Faculty of Sciences of Rabat, University Mohammed Fifth Rabat, Rabat, Morocco
| | - Noureddine Boukhatem
- Laboratory of Genetics and Biotechnology, University Mohammed Premier, Oujda, Morocco
| | - Abderrahim Bouali
- Laboratory of Genetics and Biotechnology, University Mohammed Premier, Oujda, Morocco
| | - Rajaa Chahboune
- Polydisciplinary Faculty of Nador, University Mohammed Premier, Selouane, Nador Morocco ; Faculté des Sciences et Techniques de Tanger, Université Abdelmalek Essaâdi, Tanger, Morocco
| | - Said Barrijal
- Faculté des Sciences et Techniques de Tanger, Université Abdelmalek Essaâdi, Tanger, Morocco
| | - Mohammed Timinouni
- Pasteur Institute of Morocco, 1 Place Louis Pasteur, 20100 Casablanca, Morocco
| | - Fatima El Otmani
- Microbiology, Health and Environment Team, Department of Biology, Faculty of Sciences, Chouaib Doukkali University, Rte Ben Maachou, BP 20 Avenue des Facultés, El Jadida, Morocco
| | - Mohamed Bennani
- Pasteur Institute of Morocco, 1 Place Louis Pasteur, 20100 Casablanca, Morocco
| | - Marianna Mea
- Jacobs University Bremen gGmbH, Campus Ring 1, D-28759 Bremen, Germany
| | - Nadezhda Todorova
- Institute of Biodiversity and Ecosystem Research (IBER), Bulgarian Academy of Sciences, 2 Gagarin Street, 1113 Sofia, Bulgaria
| | - Ventzislav Karamfilov
- Institute of Biodiversity and Ecosystem Research (IBER), Bulgarian Academy of Sciences, 2 Gagarin Street, 1113 Sofia, Bulgaria
| | - Petra Ten Hoopen
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, CB10 1SD Cambridge, Cambridgeshire UK
| | - Guy Cochrane
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, CB10 1SD Cambridge, Cambridgeshire UK
| | - Stephane L'Haridon
- Université de Bretagne Occidentale (UBO, UEB), Institut Universitaire Européen de la Mer (IUEM), Place Nicolas Copernic, F-29280 Plouzané, France
| | - Kemal Can Bizsel
- Dokuz Eylul University (DEU), Institute of Marine Sciences and Technology (IMST), Baku Bulvard, No: 100, Inciralti, 35340 Izmir, Balcova Turkey
| | - Alessandro Vezzi
- Department of Biology, University of Padova, Via Ugo Bassi 58/B, 35121 Padova, Italy
| | - Federico M Lauro
- Singapore Centre for Environmental Life Sciences Engineering, 60 Nanyang Drive, SBS 01N-27, 637551 Singapore, Singapore
| | - Patrick Martin
- Earth Observatory of Singapore, Nanyang Technological University, 50 Nanyang Avenue, 639798 Singapore, Singapore
| | - Rachelle M Jensen
- Indigo V Expeditions, ONE°15 Marina, #01-01, 11 Cove Drive, Sentosa Cove, 098497 Singapore, Singapore
| | - Jamie Hinks
- Singapore Centre for Environmental Life Sciences Engineering, 60 Nanyang Drive, SBS 01N-27, 637551 Singapore, Singapore
| | - Susan Gebbels
- School of Marine Science and Technology, Newcastle University, Dove Marine Laboratory, Cullercoats, NE30 4PZ Tyne and Wear UK
| | - Riccardo Rosselli
- Department of Biology, University of Padova, Via Ugo Bassi 58/B, 35121 Padova, Italy
| | - Fabio De Pascale
- Department of Biology, University of Padova, Via Ugo Bassi 58/B, 35121 Padova, Italy
| | - Riccardo Schiavon
- Department of Biology, University of Padova, Via Ugo Bassi 58/B, 35121 Padova, Italy
| | - Antonina Dos Santos
- IPMA, Department of Sea and Marine Resources, Avenida de Brasília, s/n, 1449-006 Lisboa, Portugal
| | - Emilie Villar
- Aix Marseille Université, CNRS, IGS UMR 7256, 163 Avenue de Luminy, 13288 Marseille, France
| | - Stéphane Pesant
- PANGAEA - Data Publisher for Earth & Environmental Science, MARUM Center for Marine Environmental Sciences, University Bremen, Hochschulring 18, 28359 Bremen, Germany
| | - Bruno Cataletto
- OGS, National Institute of Oceanography and Experimental Geophysics, Via Auguste Piccard, 54, 34151, Santa Croce, Trieste, Italy
| | - Francesca Malfatti
- OGS, National Institute of Oceanography and Experimental Geophysics, Via Auguste Piccard, 54, 34151, Santa Croce, Trieste, Italy
| | - Ranjith Edirisinghe
- Department of Physical Sciences, Faculty of Applied Sciences, Rajarata University of Sri Lanka, Mihintale, Sri Lanka
| | - Jorge A Herrera Silveira
- Department of Biological Sciences, University of Southern Mississippi, 39406 Hattiesburg, Mississippi USA
| | - Michele Barbier
- Mediterranean Science Commission, 16 Bd de Suisse, 98 000 Monaco, Monaco
| | - Valentina Turk
- Marine Biology Station, National Institute of Biology, Fornače 41, 6330 Piran, Slovenia
| | - Tinkara Tinta
- Marine Biology Station, National Institute of Biology, Fornače 41, 6330 Piran, Slovenia
| | - Wayne J Fuller
- Near East University, TRNC Mersin 10, 99138 Nicosia, Northern Cyprus
| | - Ilkay Salihoglu
- Near East University, TRNC Mersin 10, 99138 Nicosia, Northern Cyprus
| | - Nedime Serakinci
- Near East University, TRNC Mersin 10, 99138 Nicosia, Northern Cyprus
| | | | - Eileen Bresnan
- Phytoplankton Ecology, Marine Scotland Marine Laboratory, 375 Victoria Road, AB11 9DB Aberdeen, Aberdeenshire UK
| | - Juan Iriberri
- University of the Basque Country, PO Box 644, E-48080 Bilbao, Basque Country Spain
| | | | - Edvardsen Bente
- Section for Aquatic Biology and Toxicology, Department of Biosciences, University of Oslo, PO Box 1066, 0316 Blindern, Oslo Norway
| | - Hans Erik Karlsen
- Drøbak Field Station, Marine Biology Research station, Biologiveien 2, 1440 Drøbak, Norway
| | - Peter N Golyshin
- School of Biological Sciences, College of Natural Sciences, Bangor University, LL57 2UW Gwynedd, Bangor UK
| | - Josep M Gasol
- Departament de Biologia Marina i Oceanografia, Institut de Ciències del Mar-CSIC, Pg Marítim de la Barceloneta 37-49, E08003 Barcelona, Catalunya Spain
| | - Snejana Moncheva
- Fridtjof Nansen Institute of Oceanology, First May Street 40, 9000 Varna, Bulgaria
| | - Nina Dzhembekova
- Fridtjof Nansen Institute of Oceanology, First May Street 40, 9000 Varna, Bulgaria
| | - Zackary Johnson
- Nicholas School of the Environment and Biology Department, Duke University, 135 Marine Lab Road, 28516 Beaufort, North Carolina USA
| | - Christopher David Sinigalliano
- NOAA Atlantic Oceanographic and Meteorological Laboratory, Ocean Chemistry and Ecosystems Division, 4301 Rickenbacker Causeway, 33149 Miami, Florida USA
| | - Maribeth Louise Gidley
- NOAA Atlantic Oceanographic and Meteorological Laboratory, Ocean Chemistry and Ecosystems Division, 4301 Rickenbacker Causeway, 33149 Miami, Florida USA ; Cooperative Institute of Marine and Atmospheric Sciences, Rosenstiel School of Marine & Atmospheric Science, University of Miami, 4600 Rickenbacker Causeway, 33149 Miami, Florida USA
| | - Adriana Zingone
- Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Napoli, Italy
| | - Roberto Danovaro
- Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Napoli, Italy ; Department of Life and Environmental Sciences, Polytechnic University of Marche, Via Brecce Bianche, 60131 Ancona, Italy
| | - George Tsiamis
- Department of Environmental and Natural Resources Management, University of Patras, 2 Seferi Street, 301 00 Agrinio, Greece
| | - Melody S Clark
- British Antarctic Survey, Natural Environment Research Council, High Cross, Madingley Road, CB3 0ET Cambridge, Cambridgeshire UK
| | - Ana Cristina Costa
- InBio/CIBIO, Departamento de Biologia da Universidade dos Açores, 9501-801 Ponta Delgada, Portugal
| | - Monia El Bour
- Institut National des Sciences et Technologies de la Mer (INSTM), 28 rue du 2 mars 1934, 2025 Salammbô, Tunisia
| | - Ana M Martins
- InBio/CIBIO, Departamento de Biologia da Universidade dos Açores, 9501-801 Ponta Delgada, Portugal ; Department of Oceanography and Fisheries, University of the Azores, PT-9901-862 Horta, Portugal
| | - R Eric Collins
- University of Alaska Fairbanks, Box 757220, 99775 Fairbanks, Alaska USA
| | | | - Jonathan Martinez
- University of Hawaii at Manoa, Kewalo Marine Laboratory, 41 Ahui St., Honolulu, 96813 Hawaii, USA
| | - Mark J Costello
- Institute of Marine Science, University of Auckland, Private Bag 92019, Auckland, 1142 New Zealand
| | - Linda A Amaral-Zettler
- Marine Biological Laboratory, 7 MBL Street, Woods Hole, 02543 Massachusetts, USA ; Department of Earth, Environmental, and Planetary Sciences, Brown University, 02912 Providence, Rhode Island USA
| | - Jack A Gilbert
- College of Environmental and Resource Sciences, Zhejiang University, 310058 Hangzhou, China ; Institute for Genomic and Systems Biology, Bioscience Division, Argonne National Laboratory, 9700 South Cass Avenue, 60439 Argonne, Illinois USA ; University of Chicago, 1101 E 57th Street, 60637 Chicago, Illinois USA ; Marine Biological Laboratory, 7 MBL Street, Woods Hole, 02543 Massachusetts, USA
| | - Neil Davies
- Jacobs University Bremen gGmbH, Campus Ring 1, D-28759 Bremen, Germany ; Gump South Pacific Research Station, University of California Berkeley, BP 244 98728 Moorea, French Polynesia
| | - Dawn Field
- Jacobs University Bremen gGmbH, Campus Ring 1, D-28759 Bremen, Germany ; University of Oxford, 7 Keble Road, OX1 3QG Oxford, Oxfordshire UK
| | - Frank Oliver Glöckner
- Max Planck Institute for Marine Microbiology, Celsiusstrasse 1, D-28359 Bremen, Germany ; Jacobs University Bremen gGmbH, Campus Ring 1, D-28759 Bremen, Germany
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