3
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Salazar G, Paoli L, Alberti A, Huerta-Cepas J, Ruscheweyh HJ, Cuenca M, Field CM, Coelho LP, Cruaud C, Engelen S, Gregory AC, Labadie K, Marec C, Pelletier E, Royo-Llonch M, Roux S, Sánchez P, Uehara H, Zayed AA, Zeller G, Carmichael M, Dimier C, Ferland J, Kandels S, Picheral M, Pisarev S, Poulain J, Acinas SG, Babin M, Bork P, Bowler C, de Vargas C, Guidi L, Hingamp P, Iudicone D, Karp-Boss L, Karsenti E, Ogata H, Pesant S, Speich S, Sullivan MB, Wincker P, Sunagawa S. Gene Expression Changes and Community Turnover Differentially Shape the Global Ocean Metatranscriptome. Cell 2020; 179:1068-1083.e21. [PMID: 31730850 PMCID: PMC6912165 DOI: 10.1016/j.cell.2019.10.014] [Citation(s) in RCA: 148] [Impact Index Per Article: 37.0] [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: 03/09/2019] [Revised: 07/26/2019] [Accepted: 10/11/2019] [Indexed: 12/02/2022]
Abstract
Ocean microbial communities strongly influence the biogeochemistry, food webs, and climate of our planet. Despite recent advances in understanding their taxonomic and genomic compositions, little is known about how their transcriptomes vary globally. Here, we present a dataset of 187 metatranscriptomes and 370 metagenomes from 126 globally distributed sampling stations and establish a resource of 47 million genes to study community-level transcriptomes across depth layers from pole-to-pole. We examine gene expression changes and community turnover as the underlying mechanisms shaping community transcriptomes along these axes of environmental variation and show how their individual contributions differ for multiple biogeochemically relevant processes. Furthermore, we find the relative contribution of gene expression changes to be significantly lower in polar than in non-polar waters and hypothesize that in polar regions, alterations in community activity in response to ocean warming will be driven more strongly by changes in organismal composition than by gene regulatory mechanisms. Video Abstract
A catalog of 47 million genes was generated from 370 globally distributed metagenomes Meta-omics data integration disentangled the mechanisms of changes in transcript pools Transcript pool changes of metabolic marker genes show distinct mechanistic patterns Community turnover as a response to ocean warming may be strongest in polar regions
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Affiliation(s)
- Guillem Salazar
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Zürich 8093, Switzerland
| | - Lucas Paoli
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Zürich 8093, Switzerland
| | - Adriana Alberti
- Génomique Métabolique, Genoscope, Institut de biologie François Jacob, Commissariat à l'Energie Atomique (CEA), CNRS, Université Evry, Université Paris-Saclay, Evry, France; Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France
| | - Jaime Huerta-Cepas
- Centro de Biotecnología y Genómica de Plantas, Universidad Politécnica de Madrid (UPM) and Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Madrid 28223, Spain; Structural and Computational Biology, European Molecular Biology Laboratory, Heidelberg 69117, Germany
| | - Hans-Joachim Ruscheweyh
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Zürich 8093, Switzerland
| | - Miguelangel Cuenca
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Zürich 8093, Switzerland
| | - Christopher M Field
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Zürich 8093, Switzerland
| | - Luis Pedro Coelho
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai 200433, China; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, Shanghai, China; Structural and Computational Biology, European Molecular Biology Laboratory, Heidelberg 69117, Germany
| | - Corinne Cruaud
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France; Genoscope, Institut de biologie François-Jacob, Commissariat à l'Energie Atomique (CEA), Université Paris-Saclay, Evry, France
| | - Stefan Engelen
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France; Genoscope, Institut de biologie François-Jacob, Commissariat à l'Energie Atomique (CEA), Université Paris-Saclay, Evry, France
| | - Ann C Gregory
- Department of Microbiology, the Ohio State University, Columbus, OH 43210, USA
| | - Karine Labadie
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France; Genoscope, Institut de biologie François-Jacob, Commissariat à l'Energie Atomique (CEA), Université Paris-Saclay, Evry, France
| | - Claudie Marec
- Département de biologie, Université Laval, QC G1V 0A6, Canada; Laboratoire d'Oceanographie Physique et Spatiale, UMR 6523, CNRS-IFREMER-IRD-UBO, Plouzané, France
| | - Eric Pelletier
- Génomique Métabolique, Genoscope, Institut de biologie François Jacob, Commissariat à l'Energie Atomique (CEA), CNRS, Université Evry, Université Paris-Saclay, Evry, France; Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France
| | - Marta Royo-Llonch
- Department of Marine Biology and Oceanography, Institute of Marine Sciences (ICM)-CSIC, Barcelona 08003, Spain
| | - Simon Roux
- Department of Microbiology, the Ohio State University, Columbus, OH 43210, USA
| | - Pablo Sánchez
- Department of Marine Biology and Oceanography, Institute of Marine Sciences (ICM)-CSIC, Barcelona 08003, Spain
| | - Hideya Uehara
- Institute for Chemical Research, Kyoto Univerisity, Gokasho, Uji 611-0011, Japan; Hewlett-Packard Japan, 2-2-1, Ojima, Koto-ku, Tokyo 136-8711, Japan
| | - Ahmed A Zayed
- Department of Microbiology, the Ohio State University, Columbus, OH 43210, USA
| | - Georg Zeller
- Structural and Computational Biology, European Molecular Biology Laboratory, Heidelberg 69117, Germany
| | - Margaux Carmichael
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France; Sorbonne Université & CNRS, UMR 7144 (AD2M), ECOMAP, Station Biologique de Roscoff, Place Georges Teissier, Roscoff 29680, France
| | - Céline Dimier
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France; Sorbonne Université, CNRS, Laboratoire d'Océanographie de Villefanche, LOV, Villefranche-sur-mer 06230, France; Institut de Biologie de l'ENS (IBENS), Département de biologie, École normale supérieure, CNRS, INSERM, Université PSL, Paris 75005, France
| | - Joannie Ferland
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France; Takuvik Joint International Laboratory, CNRS-Université Laval, QC G1V 0A6, Canada
| | - Stefanie Kandels
- Structural and Computational Biology, European Molecular Biology Laboratory, Heidelberg 69117, Germany
| | - Marc Picheral
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France; Sorbonne Université, CNRS, Laboratoire d'Océanographie de Villefanche, LOV, Villefranche-sur-mer 06230, France
| | - Sergey Pisarev
- Shirshov Institute of Oceanology, Russian Academy of Sciences, Moscow 117997, Russia
| | - Julie Poulain
- Génomique Métabolique, Genoscope, Institut de biologie François Jacob, Commissariat à l'Energie Atomique (CEA), CNRS, Université Evry, Université Paris-Saclay, Evry, France; Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France
| | | | - Silvia G Acinas
- Department of Marine Biology and Oceanography, Institute of Marine Sciences (ICM)-CSIC, Barcelona 08003, Spain
| | - Marcel Babin
- Takuvik Joint International Laboratory, CNRS-Université Laval, QC G1V 0A6, Canada
| | - Peer Bork
- Structural and Computational Biology, European Molecular Biology Laboratory, Heidelberg 69117, Germany; Max Delbrück Centre for Molecular Medicine, Berlin 13125, Germany; Department of Bioinformatics, Biocenter, University of Würzburg, Würzburg 97074, Germany
| | - Chris Bowler
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France; Institut de Biologie de l'ENS (IBENS), Département de biologie, École normale supérieure, CNRS, INSERM, Université PSL, Paris 75005, France
| | - Colomban de Vargas
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France; Sorbonne Université & CNRS, UMR 7144 (AD2M), ECOMAP, Station Biologique de Roscoff, Place Georges Teissier, Roscoff 29680, France
| | - Lionel Guidi
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France; Sorbonne Université & CNRS, UMR 7144 (AD2M), ECOMAP, Station Biologique de Roscoff, Place Georges Teissier, Roscoff 29680, France; Department of Oceanography, University of Hawaii, Honolulu, HI 96822, USA
| | - Pascal Hingamp
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France; Aix Marseille Univ, Université de Toulon, CNRS, IRD, MIO, Marseille, France
| | | | - Lee Karp-Boss
- School of Marine Sciences, University of Maine, Orono, ME 04469, USA
| | - Eric Karsenti
- Institut de Biologie de l'ENS (IBENS), Département de biologie, École normale supérieure, CNRS, INSERM, Université PSL, Paris 75005, France; Directors' Research European Molecular Biology Laboratory, Heidelberg 69117, Germany
| | - Hiroyuki Ogata
- Institute for Chemical Research, Kyoto Univerisity, Gokasho, Uji 611-0011, Japan
| | - Stephane Pesant
- MARUM, Center for Marine Environmental Sciences, University of Bremen, Bremen, Germany; PANGAEA, Data Publisher for Earth and Environmental Science, University of Bremen, Bremen, Germany
| | | | - Matthew B Sullivan
- Department of Microbiology, the Ohio State University, Columbus, OH 43210, USA; Department of Civil, Environmental and Geodetic Engineering, the Ohio State University, Columbus, OH 43214, USA; Center for RNA Biology, the Ohio State University, Columbus, OH 43214, USA
| | - Patrick Wincker
- Génomique Métabolique, Genoscope, Institut de biologie François Jacob, Commissariat à l'Energie Atomique (CEA), CNRS, Université Evry, Université Paris-Saclay, Evry, France; Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/GOSEE, 3 Rue Michel-Ange, Paris 75016, France
| | - Shinichi Sunagawa
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Zürich 8093, Switzerland.
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4
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Ibarbalz FM, Henry N, Brandão MC, Martini S, Busseni G, Byrne H, Coelho LP, Endo H, Gasol JM, Gregory AC, Mahé F, Rigonato J, Royo-Llonch M, Salazar G, Sanz-Sáez I, Scalco E, Soviadan D, Zayed AA, Zingone A, Labadie K, Ferland J, Marec C, Kandels S, Picheral M, Dimier C, Poulain J, Pisarev S, Carmichael M, Pesant S, Babin M, Boss E, Iudicone D, Jaillon O, Acinas SG, Ogata H, Pelletier E, Stemmann L, Sullivan MB, Sunagawa S, Bopp L, de Vargas C, Karp-Boss L, Wincker P, Lombard F, Bowler C, Zinger L. Global Trends in Marine Plankton Diversity across Kingdoms of Life. Cell 2020; 179:1084-1097.e21. [PMID: 31730851 PMCID: PMC6912166 DOI: 10.1016/j.cell.2019.10.008] [Citation(s) in RCA: 148] [Impact Index Per Article: 37.0] [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: 02/28/2019] [Revised: 07/22/2019] [Accepted: 10/07/2019] [Indexed: 12/31/2022]
Abstract
The ocean is home to myriad small planktonic organisms that underpin the functioning of marine ecosystems. However, their spatial patterns of diversity and the underlying drivers remain poorly known, precluding projections of their responses to global changes. Here we investigate the latitudinal gradients and global predictors of plankton diversity across archaea, bacteria, eukaryotes, and major virus clades using both molecular and imaging data from Tara Oceans. We show a decline of diversity for most planktonic groups toward the poles, mainly driven by decreasing ocean temperatures. Projections into the future suggest that severe warming of the surface ocean by the end of the 21st century could lead to tropicalization of the diversity of most planktonic groups in temperate and polar regions. These changes may have multiple consequences for marine ecosystem functioning and services and are expected to be particularly significant in key areas for carbon sequestration, fisheries, and marine conservation. Video Abstract
Most epipelagic planktonic groups exhibit a poleward decline of diversity No latitudinal diversity gradient was observed below the photic zone Temperature emerges as the best predictor of epipelagic plankton diversity Global warming may increase plankton diversity, particularly at high latitudes
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Affiliation(s)
- Federico M Ibarbalz
- Institut de Biologie de l'École Normale Supérieure (IBENS), École Normale Supérieure, CNRS, INSERM, PSL Université Paris, 75005 Paris, France
| | - Nicolas Henry
- Sorbonne Université, CNRS, Station Biologique de Roscoff, AD2M, UMR 7144, 29680 Roscoff, France; Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France
| | - Manoela C Brandão
- Sorbonne Université, CNRS, UMR 7093, Institut de la Mer de Villefranche-sur-Mer, Laboratoire d'Océanographie de Villefranche, 06230 Villefranche-sur-Mer, France
| | - Séverine Martini
- Sorbonne Université, CNRS, UMR 7093, Institut de la Mer de Villefranche-sur-Mer, Laboratoire d'Océanographie de Villefranche, 06230 Villefranche-sur-Mer, France
| | - Greta Busseni
- Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy
| | - Hannah Byrne
- Department of Earth and Planetary Sciences, Harvard University, 20 Oxford St., Cambridge, MA 02138, USA
| | - Luis Pedro Coelho
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China
| | - Hisashi Endo
- Institute for Chemical Research, Kyoto University, Gokasho, Uji, Kyoto, 611-0011, Japan
| | - Josep M Gasol
- Department of Marine Biology and Oceanography, Institute of Marine Sciences (ICM)-CSIC, Pg. Marítim de la Barceloneta, 37-49 Barcelona E08003, Spain; Centre for Marine Ecosystems Research, Edith Cowan University, Joondalup, WA, Australia
| | - Ann C Gregory
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
| | - Frédéric Mahé
- CIRAD, UMR BGPI, 34398, Montpellier, France; BGPI, Université Montpellier, CIRAD, IRD, Montpellier SupAgro, Montpellier, France
| | - Janaina Rigonato
- Génomique Métabolique, Genoscope, Institut de Biologie François Jacob, Commissariat à l'Énergie Atomique (CEA), CNRS, Université Évry, Université Paris-Saclay, Évry, France
| | - Marta Royo-Llonch
- Department of Marine Biology and Oceanography, Institute of Marine Sciences (ICM)-CSIC, Pg. Marítim de la Barceloneta, 37-49 Barcelona E08003, Spain
| | - Guillem Salazar
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Vladimir-Prelog-Weg 4, 8093 Zürich, Switzerland
| | - Isabel Sanz-Sáez
- Department of Marine Biology and Oceanography, Institute of Marine Sciences (ICM)-CSIC, Pg. Marítim de la Barceloneta, 37-49 Barcelona E08003, Spain
| | - Eleonora Scalco
- Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy
| | - Dodji Soviadan
- Sorbonne Université, CNRS, UMR 7093, Institut de la Mer de Villefranche-sur-Mer, Laboratoire d'Océanographie de Villefranche, 06230 Villefranche-sur-Mer, France
| | - Ahmed A Zayed
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA
| | - Adriana Zingone
- Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy
| | - Karine Labadie
- Genoscope, Institut de Biologie François-Jacob, Commissariat à l'Énergie Atomique (CEA), Université Paris-Saclay, Évry, France
| | - Joannie Ferland
- Takuvik Joint International Laboratory (UMI3376), Université Laval (Canada) - CNRS (France), Université Laval, Québec, QC G1V 0A6, Canada
| | - Claudie Marec
- Takuvik Joint International Laboratory (UMI3376), Université Laval (Canada) - CNRS (France), Université Laval, Québec, QC G1V 0A6, Canada
| | - Stefanie Kandels
- Structural and Computational Biology, European Molecular Biology Laboratory, Meyerhofstr. 1, 69117 Heidelberg, Germany; Directors' Research European Molecular Biology Laboratory, Meyerhofstr. 1, 69117 Heidelberg, Germany
| | - Marc Picheral
- Sorbonne Université, CNRS, UMR 7093, Institut de la Mer de Villefranche-sur-Mer, Laboratoire d'Océanographie de Villefranche, 06230 Villefranche-sur-Mer, France
| | - Céline Dimier
- Institut de Biologie de l'École Normale Supérieure (IBENS), École Normale Supérieure, CNRS, INSERM, PSL Université Paris, 75005 Paris, France; Sorbonne Université, CNRS, UMR 7093, Institut de la Mer de Villefranche-sur-Mer, Laboratoire d'Océanographie de Villefranche, 06230 Villefranche-sur-Mer, France
| | - Julie Poulain
- Génomique Métabolique, Genoscope, Institut de Biologie François Jacob, Commissariat à l'Énergie Atomique (CEA), CNRS, Université Évry, Université Paris-Saclay, Évry, France
| | - Sergey Pisarev
- Shirshov Institute of Oceanology of the Russian Academy of Sciences, 36 Nakhimovsky Prosp., 117997 Moscow, Russia
| | - Margaux Carmichael
- Sorbonne Université, CNRS, Station Biologique de Roscoff, AD2M, UMR 7144, 29680 Roscoff, France
| | - Stéphane Pesant
- MARUM, Center for Marine Environmental Sciences, University of Bremen, Bremen, Germany; PANGAEA, Data Publisher for Earth and Environmental Science, University of Bremen, Bremen, Germany
| | | | - Marcel Babin
- Takuvik Joint International Laboratory (UMI3376), Université Laval (Canada) - CNRS (France), Université Laval, Québec, QC G1V 0A6, Canada
| | - Emmanuel Boss
- School of Marine Sciences, University of Maine, Orono, ME, USA
| | - Daniele Iudicone
- Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy
| | - Olivier Jaillon
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France; Génomique Métabolique, Genoscope, Institut de Biologie François Jacob, Commissariat à l'Énergie Atomique (CEA), CNRS, Université Évry, Université Paris-Saclay, Évry, France
| | - Silvia G Acinas
- Department of Marine Biology and Oceanography, Institute of Marine Sciences (ICM)-CSIC, Pg. Marítim de la Barceloneta, 37-49 Barcelona E08003, Spain
| | - Hiroyuki Ogata
- Institute for Chemical Research, Kyoto University, Gokasho, Uji, Kyoto, 611-0011, Japan
| | - Eric Pelletier
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France; Génomique Métabolique, Genoscope, Institut de Biologie François Jacob, Commissariat à l'Énergie Atomique (CEA), CNRS, Université Évry, Université Paris-Saclay, Évry, France
| | - Lars Stemmann
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France; Sorbonne Université, CNRS, UMR 7093, Institut de la Mer de Villefranche-sur-Mer, Laboratoire d'Océanographie de Villefranche, 06230 Villefranche-sur-Mer, France
| | - Matthew B Sullivan
- Department of Microbiology, Ohio State University, Columbus, OH 43210, USA; Department of Civil, Environmental and Geodetic Engineering, Ohio State University, Columbus, OH 43210, USA; Byrd Polar and Climate Research Center, Ohio State University, Columbus, OH, USA
| | - Shinichi Sunagawa
- Department of Biology, Institute of Microbiology and Swiss Institute of Bioinformatics, ETH Zürich, Vladimir-Prelog-Weg 4, 8093 Zürich, Switzerland
| | - Laurent Bopp
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France; LMD/IPSL, ENS, PSL Research University, École Polytechnique, Sorbonne Université, CNRS, Paris, France
| | - Colomban de Vargas
- Sorbonne Université, CNRS, Station Biologique de Roscoff, AD2M, UMR 7144, 29680 Roscoff, France; Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France
| | - Lee Karp-Boss
- School of Marine Sciences, University of Maine, Orono, ME, USA
| | - Patrick Wincker
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France; Génomique Métabolique, Genoscope, Institut de Biologie François Jacob, Commissariat à l'Énergie Atomique (CEA), CNRS, Université Évry, Université Paris-Saclay, Évry, France
| | - Fabien Lombard
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France; Sorbonne Université, CNRS, UMR 7093, Institut de la Mer de Villefranche-sur-Mer, Laboratoire d'Océanographie de Villefranche, 06230 Villefranche-sur-Mer, France
| | - Chris Bowler
- Institut de Biologie de l'École Normale Supérieure (IBENS), École Normale Supérieure, CNRS, INSERM, PSL Université Paris, 75005 Paris, France; Research Federation for the Study of Global Ocean Systems Ecology and Evolution, FR2022/Tara Oceans GOSEE, 3 rue Michel-Ange, 75016 Paris, France.
| | - Lucie Zinger
- Institut de Biologie de l'École Normale Supérieure (IBENS), École Normale Supérieure, CNRS, INSERM, PSL Université Paris, 75005 Paris, France.
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7
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Aad G, Abbott B, Abdallah J, Abdelalim AA, Abdesselam A, Abdinov O, Abi B, Abolins M, Abramowicz H, Abreu H, Acerbi E, Acharya BS, Adams DL, Addy TN, Adelman J, Aderholz M, Adomeit S, Adragna P, Adye T, Aefsky S, Aguilar-Saavedra JA, Aharrouche M, Ahlen SP, Ahles F, Ahmad A, Ahsan M, Aielli G, Akdogan T, Akesson TPA, Akimoto G, Akimov AV, Akiyama A, Alam MS, Alam MA, Albert J, Albrand S, Aleksa M, Aleksandrov IN, Alessandria F, Alexa C, Alexander G, Alexandre G, Alexopoulos T, Alhroob M, Aliev M, Alimonti G, Alison J, Aliyev M, Allport PP, Allwood-Spiers SE, Almond J, Aloisio A, Alon R, Alonso A, Alvarez Gonzalez B, Alviggi MG, Amako K, Amaral P, Amelung C, Ammosov VV, Amorim A, Amorós G, Amram N, Anastopoulos C, Ancu LS, Andari N, Andeen T, Anders CF, Anders G, Anderson KJ, Andreazza A, Andrei V, Andrieux ML, Anduaga XS, Angerami A, Anghinolfi F, Anjos N, Annovi A, Antonaki A, Antonelli M, Antonov A, Antos J, Anulli F, Aoun S, Aperio Bella L, Apolle R, Arabidze G, Aracena I, Arai Y, Arce ATH, Archambault JP, Arfaoui S, Arguin JF, Arik E, Arik M, Armbruster AJ, Arnaez O, Artamonov A, Artoni G, Arutinov D, Asai S, Asfandiyarov R, Ask S, Asman B, Asquith L, Assamagan K, Astbury A, Astvatsatourov A, Atoian G, Aubert B, Auge E, Augsten K, Aurousseau M, Avolio G, Avramidou R, Axen D, Ay C, Azuelos G, Azuma Y, Baak MA, Baccaglioni G, Bacci C, Bach AM, Bachacou H, Bachas K, Bachy G, Backes M, Backhaus M, Badescu E, Bagnaia P, Bahinipati S, Bai Y, Bailey DC, Bain T, Baines JT, Baker OK, Baker MD, Baker S, Banas E, Banerjee P, Banerjee S, Banfi D, Bangert A, Bansal V, Bansil HS, Barak L, Baranov SP, Barashkou A, Barbaro Galtieri A, Barber T, Barberio EL, Barberis D, Barbero M, Bardin DY, Barillari T, Barisonzi M, Barklow T, Barlow N, Barnett BM, Barnett RM, Baroncelli A, Barone G, Barr AJ, Barreiro F, Barreiro Guimarães da Costa J, Bartoldus R, Barton AE, Bartsch V, Bates RL, Batkova L, Batley JR, Battaglia A, Battistin M, Battistoni G, Bauer F, Bawa HS, Beare B, Beau T, Beauchemin PH, Beccherle R, Bechtle P, Beck HP, Becker S, Beckingham M, Becks KH, Beddall AJ, Beddall A, Bedikian S, Bednyakov VA, Bee CP, Begel M, Behar Harpaz S, Behera PK, Beimforde M, Belanger-Champagne C, Bell PJ, Bell WH, Bella G, Bellagamba L, Bellina F, Bellomo M, Belloni A, Beloborodova O, Belotskiy K, Beltramello O, Ben Ami S, Benary O, Benchekroun D, Benchouk C, Bendel M, Benekos N, Benhammou Y, Benjamin DP, Benoit M, Bensinger JR, Benslama K, Bentvelsen S, Berge D, Bergeaas Kuutmann E, Berger N, Berghaus F, Berglund E, Beringer J, Bernat P, Bernhard R, Bernius C, Berry T, Bertin A, Bertinelli F, Bertolucci F, Besana MI, Besson N, Bethke S, Bhimji W, Bianchi RM, Bianco M, Biebel O, Bieniek SP, Bierwagen K, Biesiada J, Biglietti M, Bilokon H, Bindi M, Binet S, Bingul A, Bini C, Biscarat C, Bitenc U, Black KM, Blair RE, Blanchard JB, Blanchot G, Blazek T, Blocker C, Blocki J, Blondel A, Blum W, Blumenschein U, Bobbink GJ, Bobrovnikov VB, Bocchetta SS, Bocci A, Boddy CR, Boehler M, Boek J, Boelaert N, Böser S, Bogaerts JA, Bogdanchikov A, Bogouch A, Bohm C, Boisvert V, Bold T, Boldea V, Bolnet NM, Bona M, Bondarenko VG, Bondioli M, Boonekamp M, Boorman G, Booth CN, Bordoni S, Borer C, Borisov A, Borissov G, Borjanovic I, Borroni S, Bos K, Boscherini D, Bosman M, Boterenbrood H, Botterill D, Bouchami J, Boudreau J, Bouhova-Thacker EV, Bourdarios C, Bousson N, Boveia A, Boyd J, Boyko IR, Bozhko NI, Bozovic-Jelisavcic I, Bracinik J, Braem A, Branchini P, Brandenburg GW, Brandt A, Brandt G, Brandt O, Bratzler U, Brau B, Brau JE, Braun HM, Brelier B, Bremer J, Brenner R, Bressler S, Breton D, Britton D, Brochu FM, Brock I, Brock R, Brodbeck TJ, Brodet E, Broggi F, Bromberg C, Brooijmans G, Brooks WK, Brown G, Brown H, Bruckman de Renstrom PA, Bruncko D, Bruneliere R, Brunet S, Bruni A, Bruni G, Bruschi M, Buanes T, Bucci F, Buchanan J, Buchanan NJ, Buchholz P, Buckingham RM, Buckley AG, Buda SI, Budagov IA, Budick B, Büscher V, Bugge L, Buira-Clark D, Bulekov O, Bunse M, Buran T, Burckhart H, Burdin S, Burgess T, Burke S, Busato E, Bussey P, Buszello CP, Butin F, Butler B, Butler JM, Buttar CM, Butterworth JM, Buttinger W, Cabrera Urbán S, Caforio D, Cakir O, Calafiura P, Calderini G, Calfayan P, Calkins R, Caloba LP, Caloi R, Calvet D, Calvet S, Camacho Toro R, Camarri P, Cambiaghi M, Cameron D, Caminada LM, Campana S, Campanelli M, Canale V, Canelli F, Canepa A, Cantero J, Capasso L, Capeans Garrido MDM, Caprini I, Caprini M, Capriotti D, Capua M, Caputo R, Cardarelli R, Carli T, Carlino G, Carminati L, Caron B, Caron S, Carrillo Montoya GD, Carter AA, Carter JR, Carvalho J, Casadei D, Casado MP, Cascella M, Caso C, Castaneda Hernandez AM, Castaneda-Miranda E, Castillo Gimenez V, Castro NF, Cataldi G, Cataneo F, Catinaccio A, Catmore JR, Cattai A, Cattani G, Caughron S, Cauz D, Cavalleri P, Cavalli D, Cavalli-Sforza M, Cavasinni V, Ceradini F, Cerqueira AS, Cerri A, Cerrito L, Cerutti F, Cetin SA, Cevenini F, Chafaq A, Chakraborty D, Chan K, Chapleau B, Chapman JD, Chapman JW, Chareyre E, Charlton DG, Chavda V, Chavez Barajas CA, Cheatham S, Chekanov S, Chekulaev SV, Chelkov GA, Chelstowska MA, Chen C, Chen H, Chen S, Chen T, Chen X, Cheng S, Cheplakov A, Chepurnov VF, Cherkaoui El Moursli R, Chernyatin V, Cheu E, Cheung SL, Chevalier L, Chiefari G, Chikovani L, Childers JT, Chilingarov A, Chiodini G, Chizhov MV, Choudalakis G, Chouridou S, Christidi IA, Christov A, Chromek-Burckhart D, Chu ML, Chudoba J, Ciapetti G, Ciba K, Ciftci AK, Ciftci R, Cinca D, Cindro V, Ciobotaru MD, Ciocca C, Ciocio A, Cirilli M, Ciubancan M, Clark A, Clark PJ, Cleland W, Clemens JC, Clement B, Clement C, Clifft RW, Coadou Y, Cobal M, Coccaro A, Cochran J, Coe P, Cogan JG, Coggeshall J, Cogneras E, Cojocaru CD, Colas J, Colijn AP, Collard C, Collins NJ, Collins-Tooth C, Collot J, Colon G, Conde Muiño P, Coniavitis E, Conidi MC, Consonni M, Consorti V, Constantinescu S, Conta C, Conventi F, Cook J, Cooke M, Cooper BD, Cooper-Sarkar AM, Copic K, Cornelissen T, Corradi M, Corriveau F, Cortes-Gonzalez A, Cortiana G, Costa G, Costa MJ, Costanzo D, Costin T, Côté D, Courneyea L, Cowan G, Cowden C, Cox BE, Cranmer K, Crescioli F, Cristinziani M, Crosetti G, Crupi R, Crépé-Renaudin S, Cuciuc CM, Cuenca Almenar C, Cuhadar Donszelmann T, Curatolo M, Curtis CJ, Cwetanski P, Czirr H, Czyczula Z, D'Auria S, D'Onofrio M, D'Orazio A, Da Silva PVM, Da Via C, Dabrowski W, Dai T, Dallapiccola C, Dam M, Dameri M, Damiani DS, Danielsson HO, Dannheim D, Dao V, Darbo G, Darlea GL, Daum C, Davidek T, Davidson N, Davidson R, Davies E, Davies M, Davison AR, Davygora Y, Dawe E, Dawson I, Dawson JW, Daya RK, De K, de Asmundis R, De Castro S, De Castro Faria Salgado PE, De Cecco S, de Graat J, De Groot N, de Jong P, De La Taille C, De la Torre H, De Lotto B, De Mora L, De Nooij L, De Pedis D, De Salvo A, De Sanctis U, De Santo A, De Vivie De Regie JB, Dean S, Debbe R, Debenedetti C, Dedovich DV, Degenhardt J, Dehchar M, Del Papa C, Del Peso J, Del Prete T, Delemontex T, Deliyergiyev M, Dell'acqua A, Dell'Asta L, Della Pietra M, della Volpe D, Delmastro M, Delruelle N, Delsart PA, Deluca C, Demers S, Demichev M, Demirkoz B, Deng J, Denisov SP, Derendarz D, Derkaoui JE, Derue F, Dervan P, Desch K, Devetak E, Deviveiros PO, Dewhurst A, Dewilde B, Dhaliwal S, Dhullipudi R, Di Ciaccio A, Di Ciaccio L, Di Girolamo A, Di Girolamo B, Di Luise S, Di Mattia A, Di Micco B, Di Nardo R, Di Simone A, Di Sipio R, Diaz MA, Diblen F, Diehl EB, Dietrich J, Dietzsch TA, Dindar Yagci K, Dingfelder J, Dionisi C, Dita P, Dita S, Dittus F, Djama F, Djobava T, do Vale MAB, Do Valle Wemans A, Doan TKO, Dobbs M, Dobinson R, Dobos D, Dobson E, Dobson M, Dodd J, Doglioni C, Doherty T, Doi Y, Dolejsi J, Dolenc I, Dolezal Z, Dolgoshein BA, Dohmae T, Donadelli M, Donega M, Donini J, Dopke J, Doria A, Dos Anjos A, Dosil M, Dotti A, Dova MT, Dowell JD, Doxiadis AD, Doyle AT, Drasal Z, Drees J, Dressnandt N, Drevermann H, Driouichi C, Dris M, Dubbert J, Dube S, Duchovni E, Duckeck G, Dudarev A, Dudziak F, Dührssen M, Duerdoth IP, Duflot L, Dufour MA, Dunford M, Duran Yildiz H, Duxfield R, Dwuznik M, Dydak F, Düren M, Ebenstein WL, Ebke J, Eckweiler S, Edmonds K, Edwards CA, Edwards NC, Ehrenfeld W, Ehrich T, Eifert T, Eigen G, Einsweiler K, Eisenhandler E, Ekelof T, El Kacimi M, Ellert M, Elles S, Ellinghaus F, Ellis K, Ellis N, Elmsheuser J, Elsing M, Emeliyanov D, Engelmann R, Engl A, Epp B, Eppig A, Erdmann J, Ereditato A, Eriksson D, Ernst J, Ernst M, Ernwein J, Errede D, Errede S, Ertel E, Escalier M, Escobar C, Espinal Curull X, Esposito B, Etienne F, Etienvre AI, Etzion E, Evangelakou D, Evans H, Fabbri L, Fabre C, Fakhrutdinov RM, Falciano S, Fang Y, Fanti M, Farbin A, Farilla A, Farley J, Farooque T, Farrington SM, Farthouat P, Fassnacht P, Fassouliotis D, Fatholahzadeh B, Favareto A, Fayard L, Fazio S, Febbraro R, Federic P, Fedin OL, Fedorko W, Fehling-Kaschek M, Feligioni L, Feng C, Feng EJ, Fenyuk AB, Ferencei J, Ferland J, Fernando W, Ferrag S, Ferrando J, Ferrara V, Ferrari A, Ferrari P, Ferrari R, Ferrer A, Ferrer ML, Ferrere D, Ferretti C, Ferretto Parodi A, Fiascaris M, Fiedler F, Filipčič A, Filippas A, Filthaut F, Fincke-Keeler M, Fiolhais MCN, Fiorini L, Firan A, Fischer G, Fischer P, Fisher MJ, Flechl M, Fleck I, Fleckner J, Fleischmann P, Fleischmann S, Flick T, Flores Castillo LR, Flowerdew MJ, Fokitis M, Fonseca Martin T, Forbush DA, Formica A, Forti A, Fortin D, Foster JM, Fournier D, Foussat A, Fowler AJ, Fowler K, Fox H, Francavilla P, Franchino S, Francis D, Frank T, Franklin M, Franz S, Fraternali M, Fratina S, French ST, Friedrich F, Froeschl R, Froidevaux D, Frost JA, Fukunaga C, Fullana Torregrosa E, Fuster J, Gabaldon C, Gabizon O, Gadfort T, Gadomski S, Gagliardi G, Gagnon P, Galea C, Gallas EJ, Gallo V, Gallop BJ, Gallus P, Gan KK, Gao YS, Gapienko VA, Gaponenko A, Garberson F, Garcia-Sciveres M, García C, García Navarro JE, Gardner RW, Garelli N, Garitaonandia H, Garonne V, Garvey J, Gatti C, Gaudio G, Gaumer O, Gaur B, Gauthier L, Gavrilenko IL, Gay C, Gaycken G, Gayde JC, Gazis EN, Ge P, Gee CNP, Geerts DAA, Geich-Gimbel C, Gellerstedt K, Gemme C, Gemmell A, Genest MH, Gentile S, George M, George S, Gerlach P, Gershon A, Geweniger C, Ghazlane H, Ghez P, Ghodbane N, Giacobbe B, Giagu S, Giakoumopoulou V, Giangiobbe V, Gianotti F, Gibbard B, Gibson A, Gibson SM, Gilbert LM, Gilewsky V, Gillberg D, Gillman AR, Gingrich DM, Ginzburg J, Giokaris N, Giordani MP, Giordano R, Giorgi FM, Giovannini P, Giraud PF, Giugni D, Giunta M, Giusti P, Gjelsten BK, Gladilin LK, Glasman C, Glatzer J, Glazov A, Glitza KW, Glonti GL, Godfrey J, Godlewski J, Goebel M, Göpfert T, Goeringer C, Gössling C, Göttfert T, Goldfarb S, Golling T, Golovnia SN, Gomes A, Gomez Fajardo LS, Gonçalo R, Goncalves Pinto Firmino Da Costa J, Gonella L, Gonidec A, Gonzalez S, González de la Hoz S, Gonzalez Parra G, Gonzalez Silva ML, Gonzalez-Sevilla S, Goodson JJ, Goossens L, Gorbounov PA, Gordon HA, Gorelov I, Gorfine G, Gorini B, Gorini E, Gorišek A, Gornicki E, Gorokhov SA, Goryachev VN, Gosdzik B, Gosselink M, Gostkin MI, Gough Eschrich I, Gouighri M, Goujdami D, Goulette MP, Goussiou AG, Goy C, Gozpinar S, Grabowska-Bold I, Grafström P, Grahn KJ, Grancagnolo F, Grancagnolo S, Grassi V, Gratchev V, Grau N, Gray HM, Gray JA, Graziani E, Grebenyuk OG, Greenshaw T, Greenwood ZD, Gregersen K, Gregor IM, Grenier P, Griffiths J, Grigalashvili N, Grillo AA, Grinstein S, Grishkevich YV, Grivaz JF, Groh M, Gross E, Grosse-Knetter J, Groth-Jensen J, Grybel K, Guarino VJ, Guest D, Guicheney C, Guida A, Guillemin T, Guindon S, Guler H, Gunther J, Guo B, Guo J, Gupta A, Gusakov Y, Gushchin VN, Gutierrez A, Gutierrez P, Guttman N, Gutzwiller O, Guyot C, Gwenlan C, Gwilliam CB, Haas A, Haas S, Haber C, Hackenburg R, Hadavand HK, Hadley DR, Haefner P, Hahn F, Haider S, Hajduk Z, Hakobyan H, Haller J, Hamacher K, Hamal P, Hamer M, Hamilton A, Hamilton S, Han H, Han L, Hanagaki K, Hanawa K, Hance M, Handel C, Hanke P, Hansen JR, Hansen JB, Hansen JD, Hansen PH, Hansson P, Hara K, Hare GA, Harenberg T, Harkusha S, Harper D, Harrington RD, Harris OM, Harrison K, Hartert J, Hartjes F, Haruyama T, Harvey A, Hasegawa S, Hasegawa Y, Hassani S, Hatch M, Hauff D, Haug S, Hauschild M, Hauser R, Havranek M, Hawes BM, Hawkes CM, Hawkings RJ, Hawkins D, Hayakawa T, Hayashi T, Hayden D, Hayward HS, Haywood SJ, Hazen E, He M, Head SJ, Hedberg V, Heelan L, Heim S, Heinemann B, Heisterkamp S, Helary L, Hellman S, Hellmich D, Helsens C, Henderson RCW, Henke M, Henrichs A, Henriques Correia AM, Henrot-Versille S, Henry-Couannier F, Hensel C, Henß T, Hernandez CM, Hernández Jiménez Y, Herrberg R, Hershenhorn AD, Herten G, Hertenberger R, Hervas L, Hessey NP, Higón-Rodriguez E, Hill D, Hill JC, Hill N, Hiller KH, Hillert S, Hillier SJ, Hinchliffe I, Hines E, Hirose M, Hirsch F, Hirschbuehl D, Hobbs J, Hod N, Hodgkinson MC, Hodgson P, Hoecker A, Hoeferkamp MR, Hoffman J, Hoffmann D, Hohlfeld M, Holder M, Holmgren SO, Holy T, Holzbauer JL, Homma Y, Hong TM, Hooft van Huysduynen L, Horazdovsky T, Horn C, Horner S, Horton K, Hostachy JY, Hou S, Houlden MA, Hoummada A, Howarth J, Howell DF, Hristova I, Hrivnac J, Hruska I, Hryn'ova T, Hsu PJ, Hsu SC, Huang GS, Hubacek Z, Hubaut F, Huegging F, Huffman TB, Hughes EW, Hughes G, Hughes-Jones RE, Huhtinen M, Hurst P, Hurwitz M, Husemann U, Huseynov N, Huston J, Huth J, Iacobucci G, Iakovidis G, Ibbotson M, Ibragimov I, Ichimiya R, Iconomidou-Fayard L, Idarraga J, Iengo P, Igonkina O, Ikegami Y, Ikeno M, Ilchenko Y, Iliadis D, Imbault D, Imori M, Ince T, Inigo-Golfin J, Ioannou P, Iodice M, Irles Quiles A, Isaksson C, Ishikawa A, Ishino M, Ishmukhametov R, Issever C, Istin S, Ivashin AV, Iwanski W, Iwasaki H, Izen JM, Izzo V, Jackson B, Jackson JN, Jackson P, Jaekel MR, Jain V, Jakobs K, Jakobsen S, Jakubek J, Jana DK, Jankowski E, Jansen E, Jantsch A, Janus M, Jarlskog G, Jeanty L, Jelen K, Jen-La Plante I, Jenni P, Jeremie A, Jež P, Jézéquel S, Jha MK, Ji H, Ji W, Jia J, Jiang Y, Jimenez Belenguer M, Jin G, Jin S, Jinnouchi O, Joergensen MD, Joffe D, Johansen LG, Johansen M, Johansson KE, Johansson P, Johnert S, Johns KA, Jon-And K, Jones G, Jones RWL, Jones TW, Jones TJ, Jonsson O, Joram C, Jorge PM, Joseph J, Jovin T, Ju X, Jung CA, Juranek V, Jussel P, Juste Rozas A, Kabachenko VV, Kabana S, Kaci M, Kaczmarska A, Kadlecik P, Kado M, Kagan H, Kagan M, Kaiser S, Kajomovitz E, Kalinin S, Kalinovskaya LV, Kama S, Kanaya N, Kaneda M, Kanno T, Kantserov VA, Kanzaki J, Kaplan B, Kapliy A, Kaplon J, Kar D, Karagoz M, Karnevskiy M, Karr K, Kartvelishvili V, Karyukhin AN, Kashif L, Kasieczka G, Kasmi A, Kass RD, Kastanas A, Kataoka M, Kataoka Y, Katsoufis E, Katzy J, Kaushik V, Kawagoe K, Kawamoto T, Kawamura G, Kayl MS, Kazanin VA, Kazarinov MY, Keates JR, Keeler R, Kehoe R, Keil M, Kekelidze GD, Kennedy J, Kenney CJ, Kenyon M, Kepka O, Kerschen N, Kerševan BP, Kersten S, Kessoku K, Keung J, Khakzad M, Khalil-Zada F, Khandanyan H, Khanov A, Kharchenko D, Khodinov A, Kholodenko AG, Khomich A, Khoo TJ, Khoriauli G, Khoroshilov A, Khovanskiy N, Khovanskiy V, Khramov E, Khubua J, Kim H, Kim MS, Kim PC, Kim SH, Kimura N, Kind O, King BT, King M, King RSB, Kirk J, Kirsch LE, Kiryunin AE, Kishimoto T, Kisielewska D, Kittelmann T, Kiver AM, Kladiva E, Klaiber-Lodewigs J, Klein M, Klein U, Kleinknecht K, Klemetti M, Klier A, Klimentov A, Klingenberg R, Klinkby EB, Klioutchnikova T, Klok PF, Klous S, Kluge EE, Kluge T, Kluit P, Kluth S, Knecht NS, Kneringer E, Knobloch J, Knoops EBFG, Knue A, Ko BR, Kobayashi T, Kobel M, Kocian M, Kodys P, Köneke K, König AC, Koenig S, Köpke L, Koetsveld F, Koevesarki P, Koffas T, Koffeman E, Kohn F, Kohout Z, Kohriki T, Koi T, Kokott T, Kolachev GM, Kolanoski H, Kolesnikov V, Koletsou I, Koll J, Kollar D, Kollefrath M, Kolya SD, Komar AA, Komori Y, Kondo T, Kono T, Kononov AI, Konoplich R, Konstantinidis N, Kootz A, Koperny S, Kopikov SV, Korcyl K, Kordas K, Koreshev V, Korn A, Korol A, Korolkov I, Korolkova EV, Korotkov VA, Kortner O, Kortner S, Kostyukhin VV, Kotamäki MJ, Kotov S, Kotov VM, Kotwal A, Kourkoumelis C, Kouskoura V, Koutsman A, Kowalewski R, Kowalski TZ, Kozanecki W, Kozhin AS, Kral V, Kramarenko VA, Kramberger G, Krasny MW, Krasznahorkay A, Kraus J, Kraus JK, Kreisel A, Krejci F, Kretzschmar J, Krieger N, Krieger P, Kroeninger K, Kroha H, Kroll J, Kroseberg J, Krstic J, Kruchonak U, Krüger H, Kruker T, Krumshteyn ZV, Kruth A, Kubota T, Kuehn S, Kugel A, Kuhl T, Kuhn D, Kukhtin V, Kulchitsky Y, Kuleshov S, Kummer C, Kuna M, Kundu N, Kunkle J, Kupco A, Kurashige H, Kurata M, Kurochkin YA, Kus V, Kuze M, Kvita J, Kwee R, La Rosa A, La Rotonda L, Labarga L, Labbe J, Lablak S, Lacasta C, Lacava F, Lacker H, Lacour D, Lacuesta VR, Ladygin E, Lafaye R, Laforge B, Lagouri T, Lai S, Laisne E, Lamanna M, Lampen CL, Lampl W, Lancon E, Landgraf U, Landon MPJ, Landsman H, Lane JL, Lange C, Lankford AJ, Lanni F, Lantzsch K, Laplace S, Lapoire C, Laporte JF, Lari T, Larionov AV, Larner A, Lasseur C, Lassnig M, Laurelli P, Lavrijsen W, Laycock P, Lazarev AB, Le Dortz O, Le Guirriec E, Le Maner C, Le Menedeu E, Lebel C, Lecompte T, Ledroit-Guillon F, Lee H, Lee JSH, Lee SC, Lee L, Lefebvre M, Legendre M, Leger A, Legeyt BC, Legger F, Leggett C, Lehmacher M, Lehmann Miotto G, Lei X, Leite MAL, Leitner R, Lellouch D, Leltchouk M, Lemmer B, Lendermann V, Leney KJC, Lenz T, Lenzen G, Lenzi B, Leonhardt K, Leontsinis S, Leroy C, Lessard JR, Lesser J, Lester CG, Leung Fook Cheong A, Levêque J, Levin D, Levinson LJ, Levitski MS, Lewis A, Lewis GH, Leyko AM, Leyton M, Li B, Li H, Li S, Li X, Liang Z, Liang Z, Liao H, Liberti B, Lichard P, Lichtnecker M, Lie K, Liebig W, Lifshitz R, Lilley JN, Limbach C, Limosani A, Limper M, Lin SC, Linde F, Linnemann JT, Lipeles E, Lipinsky L, Lipniacka A, Liss TM, Lissauer D, Lister A, Litke AM, Liu C, Liu D, Liu H, Liu JB, Liu M, Liu S, Liu Y, Livan M, Livermore SSA, Lleres A, Llorente Merino J, Lloyd SL, Lobodzinska E, Loch P, Lockman WS, Loddenkoetter T, Loebinger FK, Loginov A, Loh CW, Lohse T, Lohwasser K, Lokajicek M, Loken J, Lombardo VP, Long RE, Lopes L, Lopez Mateos D, Losada M, Loscutoff P, Lo Sterzo F, Losty MJ, Lou X, Lounis A, Loureiro KF, Love J, Love PA, Lowe AJ, Lu F, Lubatti HJ, Luci C, Lucotte A, Ludwig A, Ludwig D, Ludwig I, Ludwig J, Luehring F, Luijckx G, Lumb D, Luminari L, Lund E, Lund-Jensen B, Lundberg B, Lundberg J, Lundquist J, Lungwitz M, Lutz G, Lynn D, Lys J, Lytken E, Ma H, Ma LL, Macana Goia JA, Maccarrone G, Macchiolo A, Maček B, Machado Miguens J, Mackeprang R, Madaras RJ, Mader WF, Maenner R, Maeno T, Mättig P, Mättig S, Magnoni L, Magradze E, Mahalalel Y, Mahboubi K, Mahout G, Maiani C, Maidantchik C, Maio A, Majewski S, Makida Y, Makovec N, Mal P, Malecki P, Malecki P, Maleev VP, Malek F, Mallik U, Malon D, Malone C, Maltezos S, Malyshev V, Malyukov S, Mameghani R, Mamuzic J, Manabe A, Mandelli L, Mandić I, Mandrysch R, Maneira J, Mangeard PS, Manjavidze ID, Mann A, Manning PM, Manousakis-Katsikakis A, Mansoulie B, Manz A, Mapelli A, Mapelli L, March L, Marchand JF, Marchese F, Marchiori G, Marcisovsky M, Marin A, Marino CP, Marroquim F, Marshall R, Marshall Z, Martens FK, Marti-Garcia S, Martin AJ, Martin B, Martin B, Martin FF, Martin JP, Martin P, Martin TA, Martin VJ, Martin Dit Latour B, Martin-Haugh S, Martinez M, Martinez Outschoorn V, Martyniuk AC, Marx M, Marzano F, Marzin A, Masetti L, Mashimo T, Mashinistov R, Masik J, Maslennikov AL, Massa I, Massaro G, Massol N, Mastrandrea P, Mastroberardino A, Masubuchi T, Mathes M, Matsumoto H, Matsunaga H, Matsushita T, Mattravers C, Maugain JM, Maurer J, Maxfield SJ, Maximov DA, May EN, Mayne A, Mazini R, Mazur M, Mazzanti M, Mazzoni E, Mc Kee SP, McCarn A, McCarthy RL, McCarthy TG, McCubbin NA, McFarlane KW, McFayden JA, McGlone H, McHedlidze G, McLaren RA, McLaughlan T, McMahon SJ, McPherson RA, Meade A, Mechnich J, Mechtel M, Medinnis M, Meera-Lebbai R, Meguro T, Mehdiyev R, Mehlhase S, Mehta A, Meier K, Meirose B, Melachrinos C, Mellado Garcia BR, Mendoza Navas L, Meng Z, Mengarelli A, Menke S, Menot C, Meoni E, Mercurio KM, Mermod P, Merola L, Meroni C, Merritt FS, Messina A, Metcalfe J, Mete AS, Meyer C, Meyer C, Meyer JP, Meyer J, Meyer J, Meyer TC, Meyer WT, Miao J, Michal S, Micu L, Middleton RP, Miele P, Migas S, Mijović L, Mikenberg G, Mikestikova M, Mikuž M, Miller DW, Miller RJ, Mills WJ, Mills C, Milov A, Milstead DA, Milstein D, Minaenko AA, Miñano M, Minashvili IA, Mincer AI, Mindur B, Mineev M, Ming Y, Mir LM, Mirabelli G, Miralles Verge L, Misiejuk A, Mitrevski J, Mitrofanov GY, Mitsou VA, Mitsui S, Miyagawa PS, Miyazaki K, Mjörnmark JU, Moa T, Mockett P, Moed S, Moeller V, Mönig K, Möser N, Mohapatra S, Mohr W, Mohrdieck-Möck S, Moisseev AM, Moles-Valls R, Molina-Perez J, Monk J, Monnier E, Montesano S, Monticelli F, Monzani S, Moore RW, Moorhead GF, Mora Herrera C, Moraes A, Morange N, Morel J, Morello G, Moreno D, Moreno Llácer M, Morettini P, Morii M, Morin J, Morley AK, Mornacchi G, Morozov SV, Morris JD, Morvaj L, Moser HG, Mosidze M, Moss J, Mount R, Mountricha E, Mouraviev SV, Moyse EJW, Mudrinic M, Mueller F, Mueller J, Mueller K, Müller TA, Muenstermann D, Muir A, Munwes Y, Murray WJ, Mussche I, Musto E, Myagkov AG, Myska M, Nadal J, Nagai K, Nagano K, Nagasaka Y, Nairz AM, Nakahama Y, Nakamura K, Nakamura T, Nakano I, Nanava G, Napier A, Nash M, Nation NR, Nattermann T, Naumann T, Navarro G, Neal HA, Nebot E, Nechaeva PY, Negri A, Negri G, Nektarijevic S, Nelson A, Nelson S, Nelson TK, Nemecek S, Nemethy P, Nepomuceno AA, Nessi M, Neubauer MS, Neusiedl A, Neves RM, Nevski P, Newman PR, Nguyen Thi Hong V, Nickerson RB, Nicolaidou R, Nicolas L, Nicquevert B, Niedercorn F, Nielsen J, Niinikoski T, Nikiforou N, Nikiforov A, Nikolaenko V, Nikolaev K, Nikolic-Audit I, Nikolics K, Nikolopoulos K, Nilsen H, Nilsson P, Ninomiya Y, Nisati A, Nishiyama T, Nisius R, Nodulman L, Nomachi M, Nomidis I, Nordberg M, Nordkvist B, Norton PR, Novakova J, Nozaki M, Nozka L, Nugent IM, Nuncio-Quiroz AE, Nunes Hanninger G, Nunnemann T, Nurse E, Nyman T, O'Brien BJ, O'Neale SW, O'Neil DC, O'Shea V, Oakham FG, Oberlack H, Ocariz J, Ochi A, Oda S, Odaka S, Odier J, Ogren H, Oh A, Oh SH, Ohm CC, Ohshima T, Ohshita H, Ohsugi T, Okada S, Okawa H, Okumura Y, Okuyama T, Olariu A, Olcese M, Olchevski AG, Oliveira M, Oliveira Damazio D, Oliver Garcia E, Olivito D, Olszewski A, Olszowska J, Omachi C, Onofre A, Onyisi PUE, Oram CJ, Oreglia MJ, Oren Y, Orestano D, Orlov I, Oropeza Barrera C, Orr RS, Osculati B, Ospanov R, Osuna C, Otero Y Garzon G, Ottersbach JP, Ouchrif M, Ould-Saada F, Ouraou A, Ouyang Q, Owen M, Owen S, Ozcan VE, Ozturk N, Pacheco Pages A, Padilla Aranda C, Pagan Griso S, Paganis E, Paige F, Pais P, Pajchel K, Palacino G, Paleari CP, Palestini S, Pallin D, Palma A, Palmer JD, Pan YB, Panagiotopoulou E, Panes B, Panikashvili N, Panitkin S, Pantea D, Panuskova M, Paolone V, Papadelis A, Papadopoulou TD, Paramonov A, Park W, Parker MA, Parodi F, Parsons JA, Parzefall U, Pasqualucci E, Passeri A, Pastore F, Pastore F, Pásztor G, Pataraia S, Patel N, Pater JR, Patricelli S, Pauly T, Pecsy M, Pedraza Morales MI, Peleganchuk SV, Peng H, Pengo R, Penson A, Penwell J, Perantoni M, Perez K, Perez Cavalcanti T, Perez Codina E, Pérez García-Estañ MT, Perez Reale V, Perini L, Pernegger H, Perrino R, Perrodo P, Persembe S, Peshekhonov VD, Petersen BA, Petersen J, Petersen TC, Petit E, Petridis A, Petridou C, Petrolo E, Petrucci F, Petschull D, Petteni M, Pezoa R, Phan A, Phillips AW, Phillips PW, Piacquadio G, Piccaro E, Piccinini M, Piec SM, Piegaia R, Pilcher JE, Pilkington AD, Pina J, Pinamonti M, Pinder A, Pinfold JL, Ping J, Pinto B, Pirotte O, Pizio C, Placakyte R, Plamondon M, Pleier MA, Pleskach AV, Poblaguev A, Poddar S, Podlyski F, Poggioli L, Poghosyan T, Pohl M, Polci F, Polesello G, Policicchio A, Polini A, Poll J, Polychronakos V, Pomarede DM, Pomeroy D, Pommès K, Pontecorvo L, Pope BG, Popeneciu GA, Popovic DS, Poppleton A, Portell Bueso X, Posch C, Pospelov GE, Pospisil S, Potrap IN, Potter CJ, Potter CT, Poulard G, Poveda J, Prabhu R, Pralavorio P, Prasad S, Pravahan R, Prell S, Pretzl K, Pribyl L, Price D, Price LE, Price MJ, Prieur D, Primavera M, Prokofiev K, Prokoshin F, Protopopescu S, Proudfoot J, Prudent X, Przysiezniak H, Psoroulas S, Ptacek E, Pueschel E, Purdham J, Purohit M, Puzo P, Pylypchenko Y, Qian J, Qian Z, Qin Z, Quadt A, Quarrie DR, Quayle WB, Quinonez F, Raas M, Radescu V, Radics B, Rador T, Ragusa F, Rahal G, Rahimi AM, Rahm D, Rajagopalan S, Rammensee M, Rammes M, Ramstedt M, Randle-Conde AS, Randrianarivony K, Ratoff PN, Rauscher F, Raymond M, Read AL, Rebuzzi DM, Redelbach A, Redlinger G, Reece R, Reeves K, Reichold A, Reinherz-Aronis E, Reinsch A, Reisinger I, Reljic D, Rembser C, Ren ZL, Renaud A, Renkel P, Rescigno M, Resconi S, Resende B, Reznicek P, Rezvani R, Richards A, Richter R, Richter-Was E, Ridel M, Rijpstra M, Rijssenbeek M, Rimoldi A, Rinaldi L, Rios RR, Riu I, Rivoltella G, Rizatdinova F, Rizvi E, Robertson SH, Robichaud-Veronneau A, Robinson D, Robinson JEM, Robinson M, Robson A, Rocha de Lima JG, Roda C, Roda Dos Santos D, Rodier S, Rodriguez D, Roe A, Roe S, Røhne O, Rojo V, Rolli S, Romaniouk A, Romano M, Romanov VM, Romeo G, Roos L, Ros E, Rosati S, Rosbach K, Rose A, Rose M, Rosenbaum GA, Rosenberg EI, Rosendahl PL, Rosenthal O, Rosselet L, Rossetti V, Rossi E, Rossi LP, Rotaru M, Roth I, Rothberg J, Rousseau D, Royon CR, Rozanov A, Rozen Y, Ruan X, Rubinskiy I, Ruckert B, Ruckstuhl N, Rud VI, Rudolph C, Rudolph G, Rühr F, Ruggieri F, Ruiz-Martinez A, Rumiantsev V, Rumyantsev L, Runge K, Runolfsson O, Rurikova Z, Rusakovich NA, Rust DR, Rutherfoord JP, Ruwiedel C, Ruzicka P, Ryabov YF, Ryadovikov V, Ryan P, Rybar M, Rybkin G, Ryder NC, Rzaeva S, Saavedra AF, Sadeh I, Sadrozinski HFW, Sadykov R, Safai Tehrani F, Sakamoto H, Salamanna G, Salamon A, Saleem M, Salihagic D, Salnikov A, Salt J, Salvachua Ferrando BM, Salvatore D, Salvatore F, Salvucci A, Salzburger A, Sampsonidis D, Samset BH, Sanchez A, Sandaker H, Sander HG, Sanders MP, Sandhoff M, Sandoval T, Sandoval C, Sandstroem R, Sandvoss S, Sankey DPC, Sansoni A, Santamarina Rios C, Santoni C, Santonico R, Santos H, Saraiva JG, Sarangi T, Sarkisyan-Grinbaum E, Sarri F, Sartisohn G, Sasaki O, Sasaki T, Sasao N, Satsounkevitch I, Sauvage G, Sauvan E, Sauvan JB, Savard P, Savinov V, Savu DO, Sawyer L, Saxon DH, Says LP, Sbarra C, Sbrizzi A, Scallon O, Scannicchio DA, Schaarschmidt J, Schacht P, Schäfer U, Schaepe S, Schaetzel S, Schaffer AC, Schaile D, Schamberger RD, Schamov AG, Scharf V, Schegelsky VA, Scheirich D, Schernau M, Scherzer MI, Schiavi C, Schieck J, Schioppa M, Schlenker S, Schlereth JL, Schmidt E, Schmieden K, Schmitt C, Schmitt S, Schmitz M, Schöning A, Schott M, Schouten D, Schovancova J, Schram M, Schroeder C, Schroer N, Schuh S, Schuler G, Schultes J, Schultz-Coulon HC, Schulz H, Schumacher JW, Schumacher M, Schumm BA, Schune P, Schwanenberger C, Schwartzman A, Schwemling P, Schwienhorst R, Schwierz R, Schwindling J, Schwindt T, Scott WG, Searcy J, Sedov G, Sedykh E, Segura E, Seidel SC, Seiden A, Seifert F, Seixas JM, Sekhniaidze G, Seliverstov DM, Sellden B, Sellers G, Seman M, Semprini-Cesari N, Serfon C, Serin L, Seuster R, Severini H, Sevior ME, Sfyrla A, Shabalina E, Shamim M, Shan LY, Shank JT, Shao QT, Shapiro M, Shatalov PB, Shaver L, Shaw K, Sherman D, Sherwood P, Shibata A, Shichi H, Shimizu S, Shimojima M, Shin T, Shiyakova M, Shmeleva A, Shochet MJ, Short D, Shupe MA, Sicho P, Sidoti A, Siebel A, Siegert F, Sijacki D, Silbert O, Silva J, Silver Y, Silverstein D, Silverstein SB, Simak V, Simard O, Simic L, Simion S, Simmons B, Simonyan M, Sinervo P, Sinev NB, Sipica V, Siragusa G, Sircar A, Sisakyan AN, Sivoklokov SY, Sjölin J, Sjursen TB, Skinnari LA, Skottowe HP, Skovpen K, Skubic P, Skvorodnev N, Slater M, Slavicek T, Sliwa K, Sloper J, Smakhtin V, Smirnov SY, Smirnova LN, Smirnova O, Smith BC, Smith D, Smith KM, Smizanska M, Smolek K, Snesarev AA, Snow SW, Snow J, Snuverink J, Snyder S, Soares M, Sobie R, Sodomka J, Soffer A, Solans CA, Solar M, Solc J, Soldatov E, Soldevila U, Solfaroli Camillocci E, Solodkov AA, Solovyanov OV, Sondericker J, Soni N, Sopko V, Sopko B, Sosebee M, Soualah R, Soukharev A, Spagnolo S, Spanò F, Spighi R, Spigo G, Spila F, Spiwoks R, Spousta M, Spreitzer T, Spurlock B, St Denis RD, Stahl T, Stahlman J, Stamen R, Stanecka E, Stanek RW, Stanescu C, Stapnes S, Starchenko EA, Stark J, Staroba P, Starovoitov P, Staude A, Stavina P, Stavropoulos G, Steele G, Steinbach P, Steinberg P, Stekl I, Stelzer B, Stelzer HJ, Stelzer-Chilton O, Stenzel H, Stevenson K, Stewart GA, Stillings JA, Stockton MC, Stoerig K, Stoicea G, Stonjek S, Strachota P, Stradling AR, Straessner A, Strandberg J, Strandberg S, Strandlie A, Strang M, Strauss E, Strauss M, Strizenec P, Ströhmer R, Strom DM, Strong JA, Stroynowski R, Strube J, Stugu B, Stumer I, Stupak J, Sturm P, Soh DA, Su D, Subramania H, Succurro A, Sugaya Y, Sugimoto T, Suhr C, Suita K, Suk M, Sulin VV, Sultansoy S, Sumida T, Sun X, Sundermann JE, Suruliz K, Sushkov S, Susinno G, Sutton MR, Suzuki Y, Suzuki Y, Svatos M, Sviridov YM, Swedish S, Sykora I, Sykora T, Szeless B, Sánchez J, Ta D, Tackmann K, Taffard A, Tafirout R, Taiblum N, Takahashi Y, Takai H, Takashima R, Takeda H, Takeshita T, Talby M, Talyshev A, Tamsett MC, Tanaka J, Tanaka R, Tanaka S, Tanaka S, Tanaka Y, Tani K, Tannoury N, Tappern GP, Tapprogge S, Tardif D, Tarem S, Tarrade F, Tartarelli GF, Tas P, Tasevsky M, Tassi E, Tatarkhanov M, Tayalati Y, Taylor C, Taylor FE, Taylor GN, Taylor W, Teinturier M, Teixeira Dias Castanheira M, Teixeira-Dias P, Temming KK, Ten Kate H, Teng PK, Terada S, Terashi K, Terron J, Terwort M, Testa M, Teuscher RJ, Thadome J, Therhaag J, Theveneaux-Pelzer T, Thioye M, Thoma S, Thomas JP, Thompson EN, Thompson PD, Thompson PD, Thompson AS, Thomson E, Thomson M, Thun RP, Tian F, Tic T, Tikhomirov VO, Tikhonov YA, Tipton P, Tique Aires Viegas FJ, Tisserant S, Tobias J, Toczek B, Todorov T, Todorova-Nova S, Toggerson B, Tojo J, Tokár S, Tokunaga K, Tokushuku K, Tollefson K, Tomoto M, Tompkins L, Toms K, Tong G, Tonoyan A, Topfel C, Topilin ND, Torchiani I, Torrence E, Torres H, Torró Pastor E, Toth J, Touchard F, Tovey DR, Traynor D, Trefzger T, Tremblet L, Tricoli A, Trigger IM, Trincaz-Duvoid S, Trinh TN, Tripiana MF, Trischuk W, Trivedi A, Trocmé B, Troncon C, Trottier-McDonald M, Trzebinski M, Trzupek A, Tsarouchas C, Tseng JCL, Tsiakiris M, Tsiareshka PV, Tsionou D, Tsipolitis G, Tsiskaridze V, Tskhadadze EG, Tsukerman II, Tsulaia V, Tsung JW, Tsuno S, Tsybychev D, Tua A, Tudorache A, Tudorache V, Tuggle JM, Turala M, Turecek D, Turk Cakir I, Turlay E, Turra R, Tuts PM, Tykhonov A, Tylmad M, Tyndel M, Tyrvainen H, Tzanakos G, Uchida K, Ueda I, Ueno R, Ugland M, Uhlenbrock M, Uhrmacher M, Ukegawa F, Unal G, Underwood DG, Undrus A, Unel G, Unno Y, Urbaniec D, Urkovsky E, Usai G, Uslenghi M, Vacavant L, Vacek V, Vachon B, Vahsen S, Valenta J, Valente P, Valentinetti S, Valkar S, Valladolid Gallego E, Vallecorsa S, Valls Ferrer JA, van der Graaf H, van der Kraaij E, Van Der Leeuw R, van der Poel E, van der Ster D, van Eldik N, van Gemmeren P, van Kesteren Z, van Vulpen I, Vanadia M, Vandelli W, Vandoni G, Vaniachine A, Vankov P, Vannucci F, Varela Rodriguez F, Vari R, Varouchas D, Vartapetian A, Varvell KE, Vassilakopoulos VI, Vazeille F, Vegni G, Veillet JJ, Vellidis C, Veloso F, Veness R, Veneziano S, Ventura A, Ventura D, Venturi M, Venturi N, Vercesi V, Verducci M, Verkerke W, Vermeulen JC, Vest A, Vetterli MC, Vichou I, Vickey T, Vickey Boeriu OE, Viehhauser GHA, Viel S, Villa M, Villaplana Perez M, Vilucchi E, Vincter MG, Vinek E, Vinogradov VB, Virchaux M, Virzi J, Vitells O, Viti M, Vivarelli I, Vives Vaque F, Vlachos S, Vladoiu D, Vlasak M, Vlasov N, Vogel A, Vokac P, Volpi G, Volpi M, Volpini G, von der Schmitt H, von Loeben J, von Radziewski H, von Toerne E, Vorobel V, Vorobiev AP, Vorwerk V, Vos M, Voss R, Voss TT, Vossebeld JH, Vranjes N, Vranjes Milosavljevic M, Vrba V, Vreeswijk M, Vu Anh T, Vuillermet R, Vukotic I, Wagner W, Wagner P, Wahlen H, Wakabayashi J, Walbersloh J, Walch S, Walder J, Walker R, Walkowiak W, Wall R, Waller P, Wang C, Wang H, Wang H, Wang J, Wang J, Wang JC, Wang R, Wang SM, Warburton A, Ward CP, Warsinsky M, Watkins PM, Watson AT, Watson MF, Watts G, Watts S, Waugh AT, Waugh BM, Weber J, Weber M, Weber MS, Weber P, Weidberg AR, Weigell P, Weingarten J, Weiser C, Wellenstein H, Wells PS, Wen M, Wenaus T, Wendler S, Weng Z, Wengler T, Wenig S, Wermes N, Werner M, Werner P, Werth M, Wessels M, Weydert C, Whalen K, Wheeler-Ellis SJ, Whitaker SP, White A, White MJ, Whitehead SR, Whiteson D, Whittington D, Wicke D, Wickens FJ, Wiedenmann W, Wielers M, Wienemann P, Wiglesworth C, Wiik LAM, Wijeratne PA, Wildauer A, Wildt MA, Wilhelm I, Wilkens HG, Will JZ, Williams E, Williams HH, Willis W, Willocq S, Wilson JA, Wilson MG, Wilson A, Wingerter-Seez I, Winkelmann S, Winklmeier F, Wittgen M, Wolter MW, Wolters H, Wong WC, Wooden G, Wosiek BK, Wotschack J, Woudstra MJ, Wraight K, Wright C, Wright M, Wrona B, Wu SL, Wu X, Wu Y, Wulf E, Wunstorf R, Wynne BM, Xella S, Xiao M, Xie S, Xie Y, Xu C, Xu D, Xu G, Yabsley B, Yacoob S, Yamada M, Yamaguchi H, Yamamoto A, Yamamoto K, Yamamoto S, Yamamura T, Yamanaka T, Yamaoka J, Yamazaki T, Yamazaki Y, Yan Z, Yang H, Yang UK, Yang Y, Yang Y, Yang Z, Yanush S, Yasu Y, Ybeles Smit GV, Ye J, Ye S, Yilmaz M, Yoosoofmiya R, Yorita K, Yoshida R, Young C, Youssef S, Yu D, Yu J, Yu J, Yuan L, Yurkewicz A, Zaets VG, Zaidan R, Zaitsev AM, Zajacova Z, Zalite YK, Zanello L, Zarzhitsky P, Zaytsev A, Zeitnitz C, Zeller M, Zeman M, Zemla A, Zendler C, Zenin O, Zeniš T, Zenonos Z, Zenz S, Zerwas D, Zevi Della Porta G, Zhan Z, Zhang D, Zhang H, Zhang J, Zhang X, Zhang Z, Zhao L, Zhao T, Zhao Z, Zhemchugov A, Zheng S, Zhong J, Zhou B, Zhou N, Zhou Y, Zhu CG, Zhu H, Zhu J, Zhu Y, Zhuang X, Zhuravlov V, Zieminska D, Zimmermann R, Zimmermann S, Zimmermann S, Ziolkowski M, Zitoun R, Zivković L, Zmouchko VV, Zobernig G, Zoccoli A, Zolnierowski Y, Zsenei A, Zur Nedden M, Zutshi V, Zwalinski L. Measurement of the ZZ production cross section and limits on anomalous neutral triple gauge couplings in proton-proton collisions at sqrt[s] = 7 TeV with the ATLAS detector. Phys Rev Lett 2012; 108:041804. [PMID: 22400826 DOI: 10.1103/physrevlett.108.041804] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2011] [Indexed: 05/31/2023]
Abstract
A measurement of the ZZ production cross section in proton-proton collisions at sqrt[s] = 7 TeV using data corresponding to an integrated luminosity of 1.02 fb(-1) recorded by the ATLAS experiment at the LHC is presented. Twelve events containing two Z boson candidates decaying to electrons and/or muons are observed, with an expected background of 0.3 ± 0.3(stat)(-0.3)(+0.4)(syst) events. The cross section measured in a phase-space region with good detector acceptance and for dilepton masses within the range 66 to 116 GeV is σ(ZZ → ℓ+ ℓ- ℓ+ ℓ-)(fid) = 19.4(-5.2)(+6.3)(stat)(-0.7)(+0.9)(syst) ± 0.7(lumi) fb. The resulting total cross section for on-shell ZZ production, σ(ZZ)(tot) = 8.5(-2.3)(+2.7)(stat)(-0.3)(+0.4)(syst) ± 0.3(lumi) pb, is consistent with the standard model expectation of 6.5(-0.2)(+0.3) pb calculated at the next-to-leading order in QCD. Limits on anomalous neutral triple gauge boson couplings are derived.
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Affiliation(s)
- G Aad
- Fakultät für Mathematik und Physik, Albert-Ludwigs-Universität, Freiburg i.Br., Germany
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