450 research outputs found
Meta Reinforcement Learning for Sim-to-real Domain Adaptation
- Publication venue
- Publication date
- 16/09/2019
- Field of study
Modern reinforcement learning methods suffer from low sample efficiency and
unsafe exploration, making it infeasible to train robotic policies entirely on
real hardware. In this work, we propose to address the problem of sim-to-real
domain transfer by using meta learning to train a policy that can adapt to a
variety of dynamic conditions, and using a task-specific trajectory generation
model to provide an action space that facilitates quick exploration. We
evaluate the method by performing domain adaptation in simulation and analyzing
the structure of the latent space during adaptation. We then deploy this policy
on a KUKA LBR 4+ robot and evaluate its performance on a task of hitting a
hockey puck to a target. Our method shows more consistent and stable domain
adaptation than the baseline, resulting in better overall performance.Comment: Submitted to ICRA 202
Training and Evaluation of Deep Policies using Reinforcement Learning and Generative Models
- Publication venue
- Publication date
- 18/04/2022
- Field of study
We present a data-efficient framework for solving sequential decision-making
problems which exploits the combination of reinforcement learning (RL) and
latent variable generative models. The framework, called GenRL, trains deep
policies by introducing an action latent variable such that the feed-forward
policy search can be divided into two parts: (i) training a sub-policy that
outputs a distribution over the action latent variable given a state of the
system, and (ii) unsupervised training of a generative model that outputs a
sequence of motor actions conditioned on the latent action variable. GenRL
enables safe exploration and alleviates the data-inefficiency problem as it
exploits prior knowledge about valid sequences of motor actions. Moreover, we
provide a set of measures for evaluation of generative models such that we are
able to predict the performance of the RL policy training prior to the actual
training on a physical robot. We experimentally determine the characteristics
of generative models that have most influence on the performance of the final
policy training on two robotics tasks: shooting a hockey puck and throwing a
basketball. Furthermore, we empirically demonstrate that GenRL is the only
method which can safely and efficiently solve the robotics tasks compared to
two state-of-the-art RL methods.Comment: arXiv admin note: substantial text overlap with arXiv:2007.1313
Global maps of soil temperature
- Author
- Aalto Juha
- Aartsma Peter
- Abdalaze Otar
- Abedi Mehdi
- Aerts Rien
- Ahmadian Negar
- Ahrends Antje
- Alatalo Juha M.
- Alexander Jake M.
- Allonsius Camille Nina
- Altman Jan
- Ammann Christof
- Andres Christian
- Andrews Christopher
- Ardö Jonas
- Arriga Nicola
- Arzac Alberto
- Aschero Valeria
- Ashcroft Michael B.
- Assis Rafael L.
- Assmann Jakob Johann
- Bader Maaike Y.
- Bahalkeh Khadijeh
- Bailey Joseph J.
- Barančok Peter
- Barrio Isabel C.
- Barros Agustina
- Barthel Matti
- Basham Edmund W.
- Bauters Marijn
- Bazzichetto Manuele
- Bell Michael C.
- Benavides Juan C.
- Benito Alonso José Luis
- Berauer Bernd J.
- Bjerke Jarle W.
- Björk Robert G.
- Björkman Mats P.
- Björnsdóttir Katrin
- Blonder Benjamin
- Boeckx Pascal
- Boike Julia
- Bokhorst Stef
- Brink Liesbeth
- Brum Bárbara N. S.
- Brůna Josef
- Buchmann Nina
- Buysse Pauline
- Camargo José Luís
- Campoe Otávio C.
- Candan Onur
- Canessa Rafaella
- Cannone Nicoletta
- Carbognani Michele
- Carnicer Jofre
- Casanova-Katny Angélica
- Cesarz Simone
- Chojnicki Bogdan
- Choler Philippe
- Chown Steven L.
- Cifuentes Edgar F.
- Contador Tamara
- Convey Peter
- Cooper Elisabeth J.
- Cremonese Edoardo
- Crowther Thomas W.
- Curasi Salvatore R.
- Curtis Robin
- Cutini Maurizio
- Dahlberg C. Johan
- Daskalova Gergana N.
- De Frenne Pieter
- de Pablo Miguel Angel
- Della Chiesa Stefano
- Dengler Jürgen
- Deronde Bart
- Descombes Patrice
- Di Cecco Valter
- Di Musciano Michele
- Dick Jan
- Dimarco Romina D.
- Dolezal Jiri
- Dorrepaal Ellen
- Dušek Jiří
- Eisenhauer Nico
- Eklundh Lars
- Erickson Todd E.
- Erschbamer Brigitta
- Eugster Werner
- Ewers Robert M.
- Exton Dan A.
- Fanin Nicolas
- Fazlioglu Fatih
- Feigenwinter Iris
- Fenu Giuseppe
- Ferlian Olga
- Fernández Calzado M. Rosa
- Fernández-Pascual Eduardo
- Finckh Manfred
- Forte T\u27ai G. W.
- Freeman Erika C.
- Frei Esther R.
- Fuentes-Lillo Eduardo
- García María B.
- García Rafael A.
- Gharun Mana
- Ghosn Dany
- Gigauri Khatuna
- Gobin Anne
- Goded Ignacio
- Goeckede Mathias
- Gottschall Felix
- Goulding Keith
- Govaert Sanne
- Graae Bente Jessen
- Greenwood Sarah
- Greiser Caroline
- Grelle Achim
- Guglielmin Mauro
- Guillemot Joannès
- Guénard Benoit
- Géron Charly
- Haase Peter
- Haesen Stef
- Haider Sylvia
- Halbritter Aud H.
- Hamid Maroof
- Hammerle Albin
- Hampe Arndt
- Haugum Siri V.
- Hederová Lucia
- Heinesch Bernard
- Helfter Carole
- Hepenstrick Daniel
- Herberich Maximiliane
- Herbst Mathias
- Hermanutz Luise
- Higgens Rebecca Finger
- Hik David S.
- Hoffrén Raúl
- Homeier Jürgen
- Hoogen Johan
- Hrbacek Filip
- Hylander Kristoffer
- Hörtnagl Lukas
- Høye Toke T.
- Iwata Hiroki
- Jackowicz-Korczynski Marcin Antoni
- Jactel Hervé
- Jastrzębowski Szymon
- Jentsch Anke
- Jiménez Juan J.
- Jucker Tommaso
- Jump Alistair S.
- Juszczak Radoslaw
- Järveoja Järvi
- Jónsdóttir Ingibjörg S.
- Kanka Róbert
- Kazakis George
- Kašpar Vít
- Kelly Julia
- Kemppinen Julia
- Khuroo Anzar A.
- Klemedtsson Leif
- Klinges David H.
- Klisz Marcin
- Kljun Natascha
- Knohl Alexander
- Kobler Johannes
- Kollár Jozef
- Kopecký Martin
- Kotowska Martyna M.
- Kovács Bence
- Kreyling Juergen
- Lamprecht Andrea
- Lang Simone I.
- Larson Christian
- Larson Keith
- Laska Kamil
- Leihy Rachel I.
- Lembrechts Jonas J.
- Lenoir Jonathan
- Lens Luc
- Liljebladh Bengt
- Lohila Annalea
- Lorite Juan
- Loubet Benjamin
- Luoto Miska
- Lynn Joshua
- Macek Martin
- Mackenzie Roy
- Maclean Ilya M. D.
- Magliulo Enzo
- Maier Regine
- Maire Guerric
- Malfasi Francesco
- Man Matěj
- Manca Giovanni
- Manco Antonio
- Manise Tanguy
- Manolaki Paraskevi
- Marchesini Luca Belelli
- Marciniak Felipe
- Matula Radim
- Mazzolari Ana Clara
- Medinets Sergiy
- Medinets Volodymyr
- Meeussen Camille
- Merinero Sonia
- Mesquita Rita de Cássia Guimarães
- Meusburger Katrin
- Meysman Filip J. R.
- Michaletz Sean T.
- Milbau Ann
- Moiseev Dmitry
- Moiseev Pavel
- Mondoni Andrea
- Monfries Ruth
- Montagnani Leonardo
- Moriana-Armendariz Mikel
- Morra di Cella Umberto
- Mosedale Jonathan R.
- Muffler Lena
- Muñoz-Rojas Miriam
- Myers Jonathan A.
- Myers-Smith Isla H.
- Máliš František
- Mörsdorf Martin
- Nagy Laszlo
- Nardino Marianna
- Naujokaitis-Lewis Ilona
- Newling Emily
- Nicklas Lena
- Niedrist Georg
- Niessner Armin
- Niittynen Pekka
- Nijs Ivan
- Nilsson Mats B.
- Normand Signe
- Nosetto Marcelo D.
- Nouvellon Yann
- Nuñez Martin A.
- Ogaya Romà
- Ogée Jérôme
- Okello Joseph
- Olejnik Janusz
- Olesen Jørgen Eivind
- Opedal Øystein H.
- Oppen Jonathan
- Orsenigo Simone
- Palaj Andrej
- Pampuch Timo
- Panov Alexey V.
- Pastor Ada
- Pauchard Aníbal
- Pauli Harald
- Pavelka Marian
- Pearse William D.
- Peichl Matthias
- Pellissier Loïc
- Penczykowski Rachel M.
- Penuelas Josep
- Petit Bon Matteo
- Petraglia Alessandro
- Phartyal Shyam S.
- Phoenix Gareth K.
- Pio Casimiro
- Pitacco Andrea
- Pitteloud Camille
- Plichta Roman
- Porro Francesco
- Portillo-Estrada Miguel
- Poulenard Jérôme
- Poyatos Rafael
- Prokushkin Anatoly S.
- Puchalka Radoslaw
- Pușcaș Mihai
- Pärtel Meelis
- Radujković Dajana
- Randall Krystal
- Ratier Backes Amanda
- Remmele Sabine
- Remmers Wolfram
- Renault David
- Risch Anita C.
- Rixen Christian
- Robinson Sharon A.
- Robroek Bjorn J. M.
- Rocha Adrian V.
- Rossi Christian
- Rossi Graziano
- Roupsard Olivier
- Rubtsov Alexey V.
- Saccone Patrick
- Sagot Clotilde
- Sallo Bravo Jhonatan
- Santos Cinthya C.
- Sarneel Judith M.
- Scharnweber Tobias
- Scheffers Brett R.
- Schmeddes Jonas
- Schmidt Marius
- Scholten Thomas
- Schuchardt Max
- Schwartz Naomi
- Scott Tony
- Seeber Julia
- Segalin de Andrade Ana Cristina
- Seipel Tim
- Semenchuk Philipp
- Senior Rebecca A.
- Serra-Diaz Josep M.
- Sewerniak Piotr
- Shekhar Ankit
- Sidenko Nikita V.
- Siebicke Lukas
- Siegwart Collier Laura
- Simpson Elizabeth
- Siqueira David P.
- Sitková Zuzana
- Six Johan
- Smiljanic Marko
- Smith Stuart W.
- Smith-Tripp Sarah
- Somers Ben
- Souza Dias Arildo
- Souza Bartolomeu Israel
- Souza José João L. L.
- Spasojevic Marko J.
- Speed James D. M.
- Spicher Fabien
- Stanisci Angela
- Steinbauer Klaus
- Steinbrecher Rainer
- Steinwandter Michael
- Stemkovski Michael
- Stephan Jörg G.
- Stiegler Christian
- Stoll Stefan
- Svoboda Miroslav
- Svátek Martin
- Sørensen Mia Vedel
- Tagesson Torbern
- Tanentzap Andrew J.
- Tanneberger Franziska
- Theurillat Jean-Paul
- Thomas Andrew D.
- Thomas Haydn J. D.
- Tielbörger Katja
- Tomaselli Marcello
- Treier Urs Albert
- Trouillier Mario
- Turtureanu Pavel Dan
- Tutton Rosamond
- Tyystjärvi Vilna A.
- Ueyama Masahito
- Ujházy Karol
- Ujházyová Mariana
- Uogintas Domas
- Urban Anastasiya V.
- Urban Josef
- Urbaniak Marek
- Ursu Tudor-Mihai
- Vaccari Francesco Primo
- Van de Vondel Stijn
- Van Geel Maarten
- Van Meerbeek Koenraad
- Vandvik Vigdis
- Vangansbeke Pieter
- Varlagin Andrej
- Veen G. F.
- Veenendaal Elmar
- Venn Susanna E.
- Verbeeck Hans
- Verbrugggen Erik
- Verheijen Frank G. A.
- Villar Luis
- Vitale Luca
- Vittoz Pascal
- Vives-Ingla Maria
- Walz Josefine
- Wang Runxi
- Wang Yifeng
- Way Robert G.
- Wedegärtner Ronja E. M.
- Weigel Robert
- Wild Jan
- Wilkinson Matthew
- Wilmking Martin
- Wingate Lisa
- Winkler Manuela
- Wipf Sonja
- Wohlfahrt Georg
- Xenakis Georgios
- Yang Yan
- Yu Kailiang
- Yu Zicheng
- Zellweger Florian
- Zhang Jian
- Zhang Zhaochen
- Zhao Peng
- Ziemblińska Klaudia
- Zimmermann Reiner
- Zong Shengwei
- Zyryanov Viacheslav I.
- Čiliak Marek
- Publication venue
- John Wiley and Sons
- Publication date
- 11/03/2022
- Field of study
Research in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1-km2 resolution for 0–5 and 5–15 cm soil depth. These maps were created by calculating the difference (i.e. offset) between in situ soil temperature measurements, based on time series from over 1200 1-km2 pixels (summarized from 8519 unique temperature sensors) across all the world\u27s major terrestrial biomes, and coarse-grained air temperature estimates from ERA5-Land (an atmospheric reanalysis by the European Centre for Medium-Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (−0.7 ± 2.3°C). The observed substantial and biome-specific offsets emphasize that the projected impacts of climate and climate change on near-surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil-related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications
Global maps of soil temperature
- Author
- Achim Guenard
- Ada Pauchard
- Adrian
- Agustina Barthel
- Alberto Aschero
- Albin Hampe
- Alessandro Phartyal
- Alexander Kobler
- Alexey
- Alexey
- Alistair S. Juszczak
- Amanda Ratier Remmele
- Ana Cristina Seipel
- Ana Medinets
- Anastasiya
- Anatoly S. Puchalka
- Andrea Lang
- Andrea Monfries
- Andrea Pitteloud
- Andrej Pampuch
- Andrej Veen
- Andrew D. Tielboerger
- Andrew J. Tanneberger
- Angela Steinbauer
- Angelica Cesarz
- Anibal Pauli
- Anita C. Rixen
- Anke Jimenez
- Ankit Sidenko
- Ann Moiseev
- Annalea Lorite
- Anne Goded
- Antje Alatalo
- Antonio Manise
- Anzar A. Klemedtsson
- Arildo Souza Spasojevic
- Armin Nilsson
- Arndt Haugum
- Aud H. Hamid
- Barbara N. S. Bruna
- Bart Descombes
- Bartolomeu Israel Dias
- Ben Sorensen
- Bence Kreyling
- Bengt Lohila
- Benjamin Boeckx
- Benjamin Lynn
- Benoit Guglielmin
- Bente Jessen Greenwood
- Bernard Helfter
- Bernd J. Bjerke
- Bjorn J. M. Rocha
- Bogdan Choler
- Brett R. Van Meerbeek
- Brigitta Eugster
- C. Johan Daskalova
- Camille Merinero
- Camille Nina Altman
- Camille Plichta
- Carole Hepenstrick
- Caroline Grelle
- Casimiro Pitacco
- Charly Gharun
- Christian Andrews
- Christian Larson
- Christian Robinson
- Christian Rossi
- Christian Stoll
- Christof Andres
- Christopher Ardo
- Cinthya C. Sarneel
- Clotilde Sallo Bravo
- Dajana Randall
- Dan A. Fanin
- Daniel Herberich
- Dany Gigauri
- David H. Niittynen
- David P. Sitkova
- David Risch
- David S. Hoffren
- Dmitry Moiseev
- Domas Urban
- Edgar F. Ciliak
- Edmund W. Bauters
- Edoardo Curasi
- Eduardo Finckh
- Eduardo Garcia
- Elisabeth J. Cremonese
- Elizabeth Siqueira
- Ellen Dusek
- Elmar Venn
- Emily Nicklas
- Enzo Maier
- Erik Verheijen
- Erika C. Frei
- Esther R. Fuentes-Lillo
- Fabien Stanisci
- Fatih Feigenwinter
- Felipe Matula
- Felix Goulding
- Filip Hylander
- Filip J. R. Michaletz
- Florian Zhang
- Francesco Malis
- Francesco Portillo-Estrada
- Francesco Primo Van de Vondel
- Frank G. A. Villar
- Frantisek Man
- Franziska Theurillat
- G. F. Veenendaal
- Gareth K. Pio
- Georg Niessner
- Georg Xenakis
- George Kelly
- Georgios Yang
- Gergana N. Angel de Pablo
- Giovanni Manco
- Giuseppe Ferlian
- Graziano Roupsard
- Guerric Ie Leihy
- Hans Verbrugggen
- Harald Pavelka
- Haydn J. D. Thomas
- Herve Jarveoja
- Hiroki Jackowicz-Korczynski
- I Larson
- I Lens
- I Nijs
- Ignacio Goeckede
- Ilona Newling
- Ilya M. D. Crowther
- Ingibjorg S. Jucker
- Iris Fenu
- Isabel C. Barros
- Isla H. Nagy
- Ivan Lenoir
- Jake M. Allonsius
- Jakob Johann Bader
- James D. M. Spicher
- Jan Ammann
- Jan Dimarco
- Jan Wilkinson
- Janusz Olesen
- Jarle W. Bjork
- Jarvi Jastrzebowski
- Jean-Paul Thomas
- Jerome Okello
- Jerome Poyatos
- Jhonatan Santos
- Jian Zhang
- Jiri Dorrepaal
- Jiri Eisenhauer
- Joannes Haase
- Jofre Casanova-Katny
- Johan Aalto
- Johan Smiljanic
- Johannes Kollar
- Jonas Arriga
- Jonas J. van den Hoogen
- Jonas Schmidt
- Jonathan
- Jonathan A. Myers-Smith
- Jonathan R. Muffler
- Jonathan Walz
- Jorg G. Stiegler
- Jorgen Eivind Opedal
- Jose Joao L. L. Souza
- Jose Luis Berauer
- Jose Luis Campoe
- Josef Buchmann
- Josef Urbaniak
- Josefine Wang
- Josep Bon
- Josep M. Sewerniak
- Joseph J. Haesen
- Joseph Olejnik
- Joshua Macek
- Jozef Kotowska
- Juan C. Benito Alonso
- Juan J. Jonsdottir
- Juan Loubet
- Judith M. Scharnweber
- Juergen Deronde
- Juergen Hortnagl
- Juergen Lamprecht
- Juha Ashcroft
- Juha M. Alexander
- Julia Bokhorst
- Julia Khuroo
- Julia Kopecky
- Julia Segalin de Andrade
- Kailiang Zellweger
- Kamil Maire
- Karol Ujhazyova
- Katja Tomaselli
- Katrin Blonder
- Katrin Meysman
- Keith Govaert
- Keith Laska
- Khadijeh Barancok
- Khatuna Gobin
- Klaudia Zimmermann
- Klaus Steinbrecher
- Koenraad Aartsma
- Kristoffer Iwata
- Krystal Backes
- Lars Erickson
- Laszlo Nardino
- Laura Siegwart Simpson
- Leif Klisz
- Lembrechts
- Lena Munoz-Rojas
- Lena Niedrist
- Leonardo Moriana-Armendariz
- Liesbeth Van Geel
- Lisa Winkler
- Loic Penczykowski
- Luc Liljebladh
- Luca Belelli Bell
- Luca Vittoz
- Lucia Heinesch
- Luis Vitale
- Luise Hik
- Lukas Collier
- Lukas Hoye
- M. Rosa Fernandez-Pascual
- Maaike Y. Bahalkeh
- Maarten Vandvik
- Mana Ghosn
- Manfred Higgens
- Manuela Wipf
- Manuele Marchesini
- Marcello Treier
- Marcelo D. Nouvellon
- Marcin Antoni Jactel
- Marcin Kljun
- Marek Contador
- Marek Ursu
- Maria B. Geron
- Maria von Oppen
- Marian Pearse
- Mariana Uogintas
- Marianna Naujokaitis-Lewis
- Marijn Bazzichetto
- Mario Turtureanu
- Marius Scholten
- Marko J. Speed
- Marko Smith
- Maroof Hammerle
- Martin A. Ogaya
- Martin Luoto
- Martin Mackenzie
- Martin Mosedale
- Martin Svoboda
- Martin Wingate
- Martyna M. Kovacs
- Masahito Ujhazy
- Matej Manca
- Mathias Gottschall
- Mathias Hermanutz
- Mats B. Normand
- Mats P. Bjornsdottir
- Matteo Petit Petraglia
- Matthew Wilmking
- Matthias Pellissier
- Matti Basham
- Maurizio Dahlberg
- Mauro Guillemot
- Max Schwartz
- Maximiliane Herbst
- Meelis Pastor
- Mehdi Aerts
- Mia Vedel Souza
- Michael B. De Frenne
- Michael C. Benavides
- Michael Stemkovski
- Michael Stephan
- Michele Carnicer
- Michele Dick
- Miguel Della Chiesa
- Miguel Poulenard
- Mihai Radujkovic
- Mikel di Cella
- Miriam Myers
- Miroslav Tagesson
- Miska Maclean
- Naomi Scott
- Natascha Knohl
- Negar Ahrends
- Nico Eklundh
- Nicola Arzac
- Nicolas Fazlioglu
- Nicoletta Carbognani
- Nikita
- Nina Buysse
- Olga Fernandez Calzado
- Olivier Rubtsov
- Onur Canessa
- Otar Abedi
- Otavio C. Candan
- Oystein H. Orsenigo
- Paraskevi Marciniak
- Pascal Boike
- Pascal Vives-Ingla
- Patrice Di Cecco
- Patrick Sagot
- Pauline Camargo
- Pavel Dan Tutton
- Pavel Mondoni
- Pekka Scheffers
- Peng Ziemblinska
- Peter Abdalaze
- Peter Barrio
- Peter Cooper
- Peter Haider
- Philipp Senior
- Philippe Chown
- Pieter Kemppinen
- Pieter Varlagin
- Piotr Shekhar
- Rachel
- Rachel M. Penuelas
- Radim Clara Mazzolari
- Radoslaw Kanka
- Radoslaw Puscas
- Rafael A. Garcia
- Rafael L. Assmann
- Rafael Prokushkin
- Rafaella Cannone
- Rainer Steinwandter
- Raul Homeier
- Rebecca A. Serra-Diaz
- Rebecca Finger Forte
- Regine Malfasi
- Reiner Zong
- Rien Ahmadian
- Rita de Cassia Meusburger
- Robert G. Bjorkman
- Robert G. Wedegartner
- Robert Kaspar
- Robert M. Exton
- Robert Wild
- Robin Cutini
- Roma Ogee
- Roman Porro
- Romina D. Dolezal
- Ronja E. M. Weigel
- Rosamond Tyystjarvi
- Roy Magliulo
- Runxi Wang
- Ruth Montagnani
- Sabine Remmers
- Salvatore R. Curtis
- Sanne Graae
- Sarah Greiser
- Sarah Somers
- Sean T. Milbau
- Sergiy Medinets
- Sharon A. Robroek
- Shengwei Zyryanov
- Shyam S. Phoenix
- Signe Nosetto
- Simone
- Simone Chojnicki
- Simone Palaj
- Siri
- Sonia Guimaraes Mesquita
- Sonja Wohlfahrt
- Stef Brum
- Stef Klinges
- Stefan Svatek
- Stefano Dengler
- Steven L. Cifuentes
- Stijn van den Brink
- Stuart W. Smith-Tripp
- Susanna E. Verbeeck
- Sylvia Halbritter
- Szymon Jentsch
- T'ai G. W. Freeman
- Tamara Convey
- Tanguy Manolaki
- Thomas Schuchardt
- Thomas W. Bailey
- Tim Semenchuk
- Timo Panov
- Tobias Schmeddes
- Todd E. Erschbamer
- Toke T. Hrbacek
- Tommaso Jump
- Tony Seeber
- Torbern Tanentzap
- Tudor-Mihai Vaccari
- Umberto Morra Moersdorf
- Urs Albert Trouillier
- V Hederova
- V Partel
- V Rossi
- V Saccone
- V Siebicke
- V Urban
- Valeria Assis
- Valter Di Musciano
- Viacheslav
- Vigdis Vangansbeke
- Vilna A. Ueyama
- Vit Kazakis
- Volodymyr Meeussen
- Werner Ewers
- William D. Peichl
- Wolfram Renault
- Yan Yu
- Yann Nunez
- Yifeng Way
- Zhaochen Zhao
- Zicheng Yu
- Zuzana Six
- Publication venue
- Publication date
- 29/12/2021
- Field of study
Research in global change ecology relies heavily on global climatic grids derived from estimates of air temperature in open areas at around 2 m above the ground. These climatic grids do not reflect conditions below vegetation canopies and near the ground surface, where critical ecosystem functions occur and most terrestrial species reside. Here, we provide global maps of soil temperature and bioclimatic variables at a 1-km² resolution for 0–5 and 5–15 cm soil depth. These maps were created by calculating the difference (i.e., offset) between in-situ soil temperature measurements, based on time series from over 1200 1-km² pixels (summarized from 8500 unique temperature sensors) across all the world’s major terrestrial biomes, and coarse-grained air temperature estimates from ERA5-Land (an atmospheric reanalysis by the European Centre for Medium-Range Weather Forecasts). We show that mean annual soil temperature differs markedly from the corresponding gridded air temperature, by up to 10°C (mean = 3.0 ± 2.1°C), with substantial variation across biomes and seasons. Over the year, soils in cold and/or dry biomes are substantially warmer (+3.6 ± 2.3°C) than gridded air temperature, whereas soils in warm and humid environments are on average slightly cooler (-0.7 ± 2.3°C). The observed substantial and biome-specific offsets emphasize that the projected impacts of climate and climate change on near-surface biodiversity and ecosystem functioning are inaccurately assessed when air rather than soil temperature is used, especially in cold environments. The global soil-related bioclimatic variables provided here are an important step forward for any application in ecology and related disciplines. Nevertheless, we highlight the need to fill remaining geographic gaps by collecting more in-situ measurements of microclimate conditions to further enhance the spatiotemporal resolution of global soil temperature products for ecological applications
Multiple novel prostate cancer susceptibility signals identified by fine-mapping of known risk loci among Europeans
- Author
- Abbasi Z
- Abdul-Hamid M Akhlil
- Abel Paul D
- Abrams Paul H
- Adab Fawzi A
- Adamson Andrew
- Adeyoju A
- Adolfson Jan
- Afzal Naveed
- Ahiaku Ernest K N
- Ahmed Munir
- Al Sudani Mohammed L
- Al-Samarraie Amir S M
- Al-Samerraie [Unknown]
- Al-Singary Waleed
- Al-Sudani [Unknown]
- Alcock Christopher
- Alexander Kimberly
- Ali Zulfiqar
- Almond David J
- Alonzi Roberto
- Aly Markus
- Amin Al Olama Ali
- Anderson John
- Andrews Henry
- Andrews Steven
- Anjum Iqbal
- Anson Ken
- Anyamene Nicola A
- Apakama Ike
- Aparcia F
- Archbold J A A
- Arndt Volker
- Ash D
- Ashford Richard F U
- Auvinen Anssi
- Azzabi A
- Badenoch David
- Bahl Amit
- Bailey Karen
- Bailey M J
- Ball Andrew J
- Banerjee G
- Barber Jim
- Barber N
- Baria [Unknown]
- Barnes Douglas G
- Barros-Silva Joao
- Barwell Julian
- Bashir J
- Basu Pradip
- Bates Christopher A
- Batra Jyotsna
- Bax N A
- Baxter-Smith D
- Bdesha Amar
- Beacock Christopher J M
- Beaney Ronald P
- Beard Ralph
- Beatty John D
- Beck Rupert
- Beese Gail
- Beesley Sharon
- Bell C Richard W
- Bellringer James
- Benlloch Garcia Sara
- Benson Richard
- Beresford [Unknown]
- Bevis Christopher R A
- Bhana Rajanee
- Bhanot S
- Bhatnagar A
- Bhatt R I
- Birch Brian
- Birtle Alison
- Bishop M
- Biyani C Shekhar
- Blacklock A R E
- Blades Rosemary
- Bliss Peter
- Bloomfield David J
- Boddy S
- Bollina Prasad
- Bonnington Sue
- Booth C M
- Bose Pradeep
- Bott Michael C
- Bottomley David
- Boucher Nigel R
- Bowen J
- Bower Mark
- Bowsher W G
- Boyd P J R
- Bradshaw Lynne
- Bramble F James
- Brenner Hermann
- Brewster Simon F
- Briggs Tim
- Brock Cathryn
- Brock Sue
- Bromage Stephen
- Broms Michael
- Brough Richard
- Brown Andrew A
- Brown Paul
- Brown Paul M
- Brown Richard
- Brown Stephen
- Browning Tony J
- Bryan N
- Burgess Neil A
- Burns-Cox Nicholas
- Butterbach Katja
- Butterworth Paul C
- Cahill D
- Callaghan P S
- Calleary John
- Calleja M
- Calman Frances
- Camilleri Philip
- Campbell Alister
- Cannon Andrea
- Cannon-Albright Lisa
- Carnell Dawn M
- Carr T W
- Carter Adam C
- Carter Charles J M
- Carter Simon
- Castle Bruce M
- Catto James
- Cavalli-Bjoerkman Carin
- Chadwick David
- Chahal Rohit
- Chakraborti P
- Chappell [Unknown]
- Charig C
- Chetiyawardana Anula D
- Chilton Christopher
- Chinegwundoh F I
- Chong Irene
- Choudhury Ananya
- Chow Wai-Man
- Christmas Timothy J
- Christova Svetlana
- Churn Mark J
- Cieza-Borrella Clara
- Clarke Noel W
- Clavijo-Eisele Jorge
- Clements Judith A
- Coe M
- Coetzee Gerhard A
- Cohen N P
- Coker C
- Cole David J
- Cole O
- Cole Trevor
- Collins Angus
- Collins Gerald
- Collinson Matthew
- Conn I
- Connell C
- Conti David V
- Cook Audrey
- Cook Margaret
- Cooke Peter
- Cooksey Graeme
- Coombs L
- Cooper Debbie
- Copland Robert F
- Cornaby Andrew J
- Cornford P A
- Corolis [Unknown]
- Corr John
- Costello C B
- Coull Mrs N
- Cowan Richard
- Cox Angela
- Cox Robert
- Coyle C
- Crew Jeremy
- Crisp John C
- Cross W
- Cruger Dorthe
- Crundwell Malcolm
- Cummings [Unknown]
- Cybulski Cezary
- Dadaev Tokhir
- Dahar Nazeer
- Daniel Francis N
- Darrad J
- Daruwala Pallon
- Das Gautam
- Datta Shibendra
- Davidson S
- Davies Joseph
- Davis Michael
- Davison Owen W
- Dawkins Guy
- Dawson Chris
- De Bolla Alan R
- Dearnaley David
- Desai Ken M
- Deutsch George P
- Dick John
- Dickinson Andrew J
- Dickson Jeanette
- Dikov Tihomir
- Dinneen Michael
- Dixit Sanjay
- Dobbs H Jane
- Doble A
- Doble Andrew
- Dodds David
- Doherty Alan
- Donaldson P
- Donovan Jenny L
- Dooldeniya M
- Douglas S Fiona
- Down Liz
- Drake [Unknown]
- Duchesne Gill M
- Duffy Peter
- Dunn Michael
- Dunsmuir W D
- Durkan Garrett
- Durrani Sajid K
- Easton Douglas
- Eaton Alan C
- Eccles Diane
- Eckert Allison
- Eddy B
- Eden C D
- Edwards J
- Eeles Rosalind A
- El-Modir A
- Elkabir Jeremy
- Elliott Emma
- Elliott P Tony
- Ellis B W
- Ellis R
- Elves Andrew W S
- Elwell Christine
- Emberton Mark
- Emmerson Louise
- England Roland C D
- Errington R D
- Evans D Gareth
- Falconer Alison
- Fawcett Derek
- Featherston C
- Featherstone Carolyn J
- Feggetter Jeremy
- Ferguson C
- Fermont D
- Ferro Michael
- Fisher Cyril
- Fitzgerald Liesel
- Fitzgerlad Liesel M
- Fletcher Matthew
- Folkes A
- Ford Trevor F
- Foster Paul W
- Franks Kevin N
- Freedman Mathew
- Frim Olivera
- Gale Joanna
- Gallegos Christopher
- Gelister James S
- George Anne
- Ghana [Unknown]
- Gibbs Stephanie
- Gilbert Hugh
- Giles Graham G
- Gillatt David
- Glaholm John
- Glass Jonathan M
- Glenister James
- Goode Thomas D
- Gordon E M
- Govindasami Koveela
- Gower Richard L
- Graham John
- Green Damian
- Greenland Jonathan
- Grieve Robert
- Griffiths Thomas R L
- Gronberg Henrik
- Gujral Sandy
- Gupta Nishi
- Gurun Riza Murat
- Gustafsson Sven
- Guy Michelle
- Guy Peter J
- Haiman Christopher A
- Haldar Neil
- Halder N
- Haley James
- Hamdy F C
- Hamdy Freddie
- Hamilton C
- Hammonds John
- Hampson S J
- Hanbury Damien C
- Hardman P D John
- Harland Stephen J
- Harney John M
- Harper Peter
- Harris D
- Harris Sarah
- Harrison G S M
- Harriss D R
- Harvey-Hills N
- Hawkyard Simon
- Hazel Steve
- Hazelett Dennis J
- Heath Catherine M
- Heathcote Peter
- Hehir Michael
- Hellawell Giles O
- Henderson Brian E
- Hendry David
- Henley Mike
- Henrique Rui
- Henry Ann
- Herbert Pippa
- Herkommer Kathleen
- Hetherington John
- Hickish Tamas
- Hicks James A
- Hilman Serena
- Hindley Richard
- Hindmarsh John R
- Hines John
- Hingorani M
- Ho Edwin T S
- Hodgson Shirley
- Hoffman U
- Holden David
- Holding Peter
- Hollingdale A
- Hollins Graham W
- Holmes Simon A V
- Holt Sarah
- Hopper John L
- Horan Gail
- Horwich Alan
- Hoskin Peter
- Howell Graham P
- Howson Joanne
- Hrouda D
- Huddart Robert
- Hudson Liz
- Hughes Michael
- Hughes Owen
- Hughes Rob
- Humber Caroline
- Iacovou John W
- Ibrahim A
- Inglis John A
- Irving Stuart
- Irwin C
- Iversen Peter
- Izatt Louise
- Izegbu Victor
- Jameel Basharat
- James Michael J
- James N
- James R Lester
- Javle Pradip
- Jenkins P
- Jhavar Sameer
- Johansson Jan-Erik
- Jones Chris R
- Jones David A
- Jones Gareth
- Jones Mandy
- Joseph J
- Joss Shelagh
- Jugurnauth-Little Sara
- Kachakova Darina
- Kaisary Amir
- Kaliski Alexandre L
- Kaneva Radka
- Kapur G
- Karim O
- Karlsson Ami
- Karp Stephen J
- Kedda Mary-Anne
- Keeley F X
- Kelkar Anand R
- Kelleher J P
- Kelly John
- Kenwrick Sue
- Kerr Kris
- Key Tim J
- Khan F
- Khaw Kay-Tee
- Khoo Vincent
- Kibel Adam S
- Kierzek Andrzej
- Kimber Rachel M
- Kinder R
- Kirby Roger S
- Kirk David
- Kirkbride Peter
- Kirollos Magdi M
- Klarskov Peter
- Kluzniak Wojciech
- Kockelbergh Roger
- Koenig Philip C W C
- Kooiman Gordon G
- Koreich O
- Kote-Jarai Zsofia
- Koupparis Anthony
- Kourah Mohamed
- Kraus Sigurd
- Kujala Paula
- Kujawa Magda L
- Kulkarni Ravi
- Kumar M
- Kumar Rajeev
- Kunkler Ian H
- Kynaston H
- Kynaston Howard
- Lachlan Katherine L
- Laing Robert
- Lalloo Fiona
- Lancashire M
- Lane Athene
- Langley Stephen E M
- Laniado Marc
- Larner T R
- Lau Maurice W
- Lawrence W T
- Lawson Anne
- Le Roux Pieter J
- Leader Mary
- Lee A
- Lee J O
- Lee L
- Lemburger R John
- Lennon Teresa
- Leone Priscilla
- Leongamornlert Daniel
- Lester Jason
- Leung Hing
- Lewis D Christopher
- Lewis J
- Li Qiuyan
- Lim Hui-Yi
- Lin Hui-Yi
- Liston Thomas
- Livni Naomi
- Livsey Jacqueline
- Lloyd S
- Locke Imogen
- Lodge Richard
- Logue John
- Longmuir Mark
- Lophatananon Artitaya
- Lophatonanon Artitaya
- Lubinski Jan
- Lucas Malcolm G
- Luedeke Manuel
- Luscombe C J
- Lydon Anna
- Lynch Michael
- Lynn Naing N K
- Lyons Norma
- MacDermott James P A
- Macdonagh Ruaraidh P
- Macdonald [Unknown]
- Madaan Sanjeev
- Madhava Kudingila R
- Maeaettaenen Liisa
- Maguire Joseph
- Maher E R
- Mahmood Rana
- Maia Sofia
- Maier Christiane
- Mair Graeme H M
- Malone Greg
- Malone Peter R
- Mangar Stephen A
- Mantle Mark
- Mark I
- Marsden Gemma
- Mason M D
- Mason Malcolm
- Mason Robert
- Matanhelia [Unknown]
- Matenhelia Shyam
- Matthews Philip N
- McAleese J
- McBride Donna
- Mcdonnell Shannon K
- McDonnell Shannon K
- McFarlane Jonathan
- McGrath [Unknown]
- McIlhenny Craig
- McInerney Paul
- McIntosh Gregor
- McKinna F
- McLaren Duncan
- McLarty Esther
- McMenemin Rhona
- McNeill Alan
- McNicholas T A
- Meddings Robert N
- Mee A David
- Melcher Lucinda
- Memon [Unknown]
- Menzes Pravin
- Michael Agnieszka
- Miller Marek
- Mills Robert
- Mitchell S
- Mitev Vanio
- Mithal Natasha
- Mitkova Atanaska
- Mitra Anita
- Mobb Gillian E
- Moffat Leslie E F
- Mokete [Unknown]
- Money-Kyrle Julian
- Montgomery Bruce
- Moody Hilary
- Moody Martin P
- Morgan Angela
- Morley Roland
- Morris Sean B
- Morrison Patrick
- Mort Diana
- Mostafid Amir H
- Motiwala Hanif
- Mufti Gulzar
- Muir Gordon
- Muir Kenneth
- Mumtaz Faiz
- Murphy Michael
- Murray Alexandra
- Murray Keith W
- Murrell Shirley
- Murtola Teemu
- Muthukumar D
- Naerger Harry
- Namasivayam Siva
- Nargund Vinod
- Nawrocki [Unknown]
- Neal David E
- Neilson Donald
- Nethersell A
- Newby Jacqueline C
- Newman Hugh
- Newton R
- Nielsen Sune F
- Nordestgaard Børge G
- O'Boyle P J
- O'Brien J
- O'Brien Tim S
- O'Donnell H
- O'Donoghue E
- O'Donoghue Neil
- O'Reilly P
- O'Rourke J S
- O'Sullivan Joe
- O'Sullivan Patricia
- Oakley Neil
- Ogden Chris
- Ohja Hemant
- Oliver Tim
- Omara Tracy
- Ong Eng K
- Osborn David
- Ostler Peter
- Owen J
- Palfrey Edward
- Panades Miguel
- Panakis Niki
- Pancharatnam M
- Pandha Hardev
- Pantelides Michalakis L
- Panwar U
- Parikh Omi
- Park Hyun
- Park Jong Y
- Parker Chris
- Parker Christopher H
- Parys Bohdan T
- Pascoe Sarah
- Pashayan Nora
- Patel Anup
- Paterson Joan
- Pathack S
- Pati Jhumur
- Patterson Helen
- Pattu [Unknown]
- Paul A
- Paul Alan
- Paulo Paula
- Payne Heather
- Peake David
- Pedersen John
- Pedley I
- Pengelly A
- Peracha Amjad M
- Perry Matthew
- Persad Raj
- Peters John
- Pharoah Paul
- Philp N H
- Philp T
- Pickering Lisa M
- Pigott Katharine
- Pinto Pedro
- Plail R
- Plowman P Nicholas
- Pocock Richard D
- Pope A J
- Popert Rick
- Popov Elenko
- Porter Tim
- Potter John M
- Pow-Sang Julio
- Powell Christopher
- Powell Philip
- Powles Thomas B
- Prasad Krishna
- Prasad Seshadri Sri
- Prejbisz J W
- Prescott Stephen
- Protheroe Andrew
- Qureshi Khaver N
- Raby Nigel
- Radlein Selina
- Ragavan Narasimhan
- Raju Palaniappa G S
- Ramachandra Prakash B
- Raman R
- Rane Abhay
- Rankin Julia
- Rao Y
- Ratan Hari L
- Ravi Ramachandran
- Ravishankar K
- Read [Unknown]
- Reddy Paul J
- Rimington Peter R
- Rinckleb Antje
- Rincon Maria
- Riska Shaun
- Ritchie Peter A
- Roberts J Trevor
- Robertson Andrew
- Robinson Angus
- Robinson Anne C
- Robinson Lee Q
- Rochester Mark A
- Roder Andreas
- Rogers P B
- Rosario Derek
- Rosenbaum Tomas P
- Rothwell Neil
- Rowbotham Carl
- Rowe [Unknown]
- Rowley Kathryn
- Ruddy Deborah
- Rundle John
- Russell John M
- Ryan P G
- Sabharwal A
- Saggar Anand K
- Samanci Ali
- Sangar Vijay K
- Santos Joana
- Saunders Edward J
- Saunders Pamela
- Sawyer Emma J
- Saxby M F
- Schaid Daniel J
- Schleutker Johanna
- Schumacher Fredrick
- Schwaibold Hartwig
- Scoble John E
- Scrase Christopher
- Selim [Unknown]
- Sellers Thomas
- Sells Henry
- Sethia Krishna K
- Severi Gianluca
- Shackley David C
- Shaffer [Unknown]
- Shah Nihil
- Shakespeare D
- Shanley Sue
- Sharma Neerah K
- Sheehan Denise J
- Sherwin Elizabeth
- Shum Poh Lin
- Side Lucy
- Sidek Norma
- Signorello Lisa B
- Sikora Karol
- Simcock R
- Sinclair Andrew M
- Singh Pravin
- Siva M
- Slavov Chavdar
- Smith James
- Smith Michael F
- Sokal Michael
- Sole Graham M
- Southey Melissa C
- Speakman Mark J
- Spiers Alexander
- Spurdle Amanda
- Sreenivasan Thiagarajan
- Srihari Narayanan N
- Srinivasan [Unknown]
- Sriram Rajagopalan
- Staffurth John N
- Stanford Janet L
- Stattin Paer
- Stegmaier Christa
- Stephens Sarah
- Stewart D
- Stockdale Andrew
- Stott Mark A
- Stower M J
- Strachan John R
- Stuart Nicholas S A
- Sugden Elaine
- Summerton Duncan
- Sundar Santhanam
- Sundaram S K
- Suresh Gokarakonda
- Susnerwala Shabbir
- Swami Kuchibhotla S
- Symons Stephanie J
- Syndikus Isabel
- Taari Kimmo
- Tahir Saad
- Tammela Teuvo L
- Tammela Teuvo L J
- Tanquay J
- Taylor J W
- Taylor John W
- Teixeira Manuel R
- Terry T
- Thibodeau Stephen N
- Thomas Robert J
- Thomas Stephen A
- Thompson Alan
- Thompson Pauline
- Thomson Alastair H
- Thurston A
- Tidball Sarah
- Tillmans Lori
- Tilsley Owen
- Tindall Stuart F
- Tipples K
- Tong [Unknown]
- Toussi Hamid
- Toy Elizabeth W
- Travis Ruth C
- Trembath Richard C
- Tulloch David N
- Turner Kevin J
- Turner Megan
- Tweedle James
- Tymrakiewicz Malgorzata
- Tyrell C J
- Umez-Eronini N
- Urwin Graeme H
- Vale Justin A
- Van As [Unknown]
- Van As Nicholas
- Vasanthan Subramaniam
- Vesey Sean
- Vilarino-Varela Maria
- Violet John
- Virdi Jaspal
- Viñuela Ana
- Vlahova Aleksandrina
- Vogel Walther
- Wade Robert
- Wahlfors Tiina
- Waite Katherine
- Walker E M
- Walker Roger
- Wallace David M A
- Wallinder Hans
- Wang Liang
- Watkin Nicholas A
- Watson M E
- Waxman J H
- Waymont Brian
- Weaver Andrew
- Webb Ralph J
- Wedderburn Andrew
- Weischer Maren
- Wells Paula
- Wemyss-Holden G D
- Weston P M T
- Wheatley Duncan
- Whelan P
- Whillis D
- Whitmore Ian
- Wiklund Fredrik
- Wilde Adam D
- Wiles Vicki
- Wilkins Marie
- Wilkinson Rosemary
- Williams John H
- Williams Simon
- Willis Michael
- Wills Michael I
- Wilson J R
- Wilson Richard
- Winkler Mathias H
- Wise Marcus
- Wokozorczyk Dominika
- Wokołorczyk Dominika
- Wood Glenn
- Woodhams Simon
- Woodhouse C
- Woodward Cathryn
- Woolf [Unknown]
- Woolfenden K A
- Worlding Jane
- Wright Mark
- Wu Huihai
- WYLIE [Unknown]
- Wylie James P
- Wynne Chris
- Yeadon Trina
- Zachariah Babu
- Zang Angelika
- Zarkar A
- Zheng Wei
- Publication venue
- 'Oxford University Press (OUP)'
- Publication date
- 01/01/2015
- Field of study
Genome-wide association studies (GWAS) have identified numerous common prostate cancer (PrCa) susceptibility loci. We have
fine-mapped 64 GWAS regions known at the conclusion of the iCOGS study using large-scale genotyping and imputation in
25 723 PrCa cases and 26 274 controls of European ancestry. We detected evidence for multiple independent signals at 16
regions, 12 of which contained additional newly identified significant associations. A single signal comprising a spectrum of
correlated variation was observed at 39 regions; 35 of which are now described by a novel more significantly associated lead SNP,
while the originally reported variant remained as the lead SNP only in 4 regions. We also confirmed two association signals in
Europeans that had been previously reported only in East-Asian GWAS. Based on statistical evidence and linkage disequilibrium
(LD) structure, we have curated and narrowed down the list of the most likely candidate causal variants for each region.
Functional annotation using data from ENCODE filtered for PrCa cell lines and eQTL analysis demonstrated significant
enrichment for overlap with bio-features within this set. By incorporating the novel risk variants identified here alongside the
refined data for existing association signals, we estimate that these loci now explain ∼38.9% of the familial relative risk of PrCa,
an 8.9% improvement over the previously reported GWAS tag SNPs. This suggests that a significant fraction of the heritability of
PrCa may have been hidden during the discovery phase of GWAS, in particular due to the presence of multiple independent
signals within the same regio
Measurement of t(t)over-bar normalised multi-differential cross sections in pp collisions at root s=13 TeV, and simultaneous determination of the strong coupling strength, top quark pole mass, and parton distribution functions
- Author
- Aarrestad Thea Klaeboe
- Abbaneo Duccio
- Abbiendi Giovanni
- Abbrescia Marcello
- Abdalla Hassan
- Abdullin Salavat
- Abercrombie Daniel
- Acharya Himal
- Acosta Darin
- Acosta John Gabriel
- Adam Wolfgang
- Adams Mark Raymond
- Adams Todd
- Adzic Petar
- Afanasiev Serguei
- Agapitos Antonis
- Aggleton Robin
- Agram Jean-Laurent
- Ahmad Ashfaq
- Ahmad Muhammad
- Ahmad Muhammad
- Ahuja Sudha
- Akbiyik Melike
- Akchurin Nural
- Akgun Bora
- Al-bataineh Ayman
- Albajar Carmen
- Albergo Sebastiano
- Albert Andreas
- Albrow Michael
- Alcaraz Maestre Juan
- Aldaya Martin Maria
- Aleksandrov Aleksandar
- Alexander James
- Alhusseini Mohammad
- Alimena Juliette
- Allen Brandon
- Almond John
- Alverson George
- Alves Fábio Lúcio
- Alves Gilvan
- Alyari Maral
- Amapane Nicola
- Ambrogi Federico
- Amendola Chiara
- Amin Nick
- Amsler Claude
- Anagnostou Georgios
- Anderson Dustin
- Andrea Jeremy
- Andreev Vladimir
- Andreev Yuri
- Andrews Michael Benjamin
- Androsov Konstantin
- Antonelli Louis
- Antunovic Zeljko
- Apanasevich Leonard
- Apollinari Giorgio
- Apresyan Artur
- Apyan Aram
- Araujo Mariana
- Arcaro Daniel
- Arcidiacono Roberta
- Arenton Michael Wayne
- Argiro Stefano
- Arndt Till
- Arneodo Michele
- Asavapibhop Burin
- Asawatangtrakuldee Chayanit
- Asghar Muhammad Irfan
- Asilar Ece
- Askew Andrew
- Atakisi Ismail Okan
- Ather Mohsan Waseem
- Attikis Alexandros
- Auffray Etiennette
- Aushev Tagir
- Autermann Christian
- Auzinger Georg
- Avdeeva Ekaterina
- Avery Paul
- Avila Carlos
- Ayala Edy
- Azarkin Maksim
- Azhgirey Igor
- Aziz Tariq
- Azzi Patrizia
- Azzolini Virginia
- Azzurri Paolo
- Baarmand Marc M
- Babaev Anton
- Babounikau Illia
- Bacchetta Nicola
- Bachiller Irene
- Bachtis Michail
- Backhaus Malte
- Baden Drew
- Bagliesi Giuseppe
- Bahinipati Seema
- Baidali Sergei
- Baillon Paul
- Bainbridge Robert
- Bakas Georgios
- Bakhshiansohi Hamed
- Ball Austin
- Ball Fionn
- Ban Yong
- Band Reyer
- Banerjee Sudeshna
- Banerjee Sunanda
- Bansal Sunil
- Barbagli Giuseppe
- Barberis Emanuela
- Bargassa Pedrame
- Baringer Philip
- Barker Anthony
- Barnes Virgil E
- Barney David
- Barnyakov Alexander
- Baron Owen
- Barone Luciano
- Barria Patrizia
- Barrio Luna Mar
- Bartek Rachel
- Barth Christian
- Bartosik Nazar
- Bartók Márton
- Baselga Marta
- Baskakov Alexey
- Bat Ayse
- Battilana Carlo
- Baty Austin
- Bauerdick Lothar AT
- Baur Sebastian
- Bayshev Igor
- Bean Alice
- Beauceron Stephanie
- Beaudette Florian
- Beernaert Kelly
- Beghin Diego
- Behera Prafulla Kumar
- Behnke Olaf
- Behrens Ulf
- Bein Samuel
- Beirão Da Cruz E Silva Cristóvão
- Belchior Batista Das Chagas Ewerton
- Belforte Stefano
- Bell Ken W
- Bellan Riccardo
- Belloni Alberto
- Belyaev Alexander
- Belyaev Andrey
- Benaglia Andrea
- Benato Lisa
- Bencze Gyorgy
- Bendavid Joshua
- Benecke Anna
- Benelli Gabriele
- Beni Noemi
- Benitez Jose F
- Benussi Luigi
- Benvenuti Alberto
- Beretvas Andrew
- Bergauer Thomas
- Berger Pirmin
- Berger Thomas
- Beri Suman Bala
- Bermúdez Martínez Armando
- Bernardes Cesar Augusto
- Bernet Colin
- Berry Douglas
- Berryhill Jeffrey
- Bertsche David
- Besancon Marc
- Beschi Andrea
- Betts Russell Richard
- Bhandari Rohan
- Bhardwaj Ashutosh
- Bhardwaj Rishika
- Bharti Monika
- Bhat Muzamil Ahmad
- Bhat Pushpalatha C
- Bhatnagar Vipin
- Bhattacharya Rajarshi
- Bhattacharya Saptaparna
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- Smith Geoffrey
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- Smith Vincent J
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- Sobol Andrei
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- Spalding William J
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- Tonelli Manganote Edmilson José
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- Wickramage Nadeesha
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- Zou David
- Zucchetta Alberto
- Zumerle Gianni
- Zuo Xunwu
- Zuolo Davide
- Álvarez Fernández Adrian
- Özçelik Özlem
- Publication venue
- Publication date
- 01/01/2019
- Field of study
Peer reviewe
An embedding technique to determine ττ backgrounds in proton-proton collision data
- Author
- Aarrestad Thea Klaeboe
- Abbaneo Duccio
- Abbiendi Giovanni
- Abbrescia Marcello
- Abdullin Salavat
- Abdulsalam Abdulla
- Abercrombie Daniel
- Acharya Himal
- Ackert Andrew
- Acosta Darin
- Acosta John Gabriel
- Adam Wolfgang
- Adams Mark Raymond
- Adams Todd
- Adzic Petar
- Afanasiev Serguei
- Agapitos Antonis
- Agaras Merve Nazlim
- Aggleton Robin
- Agram Jean-Laurent
- Ahmad Ashfaq
- Ahmad Muhammad, 1
- Ahmad Muhammad, 2
- Ahuja Sudha
- Akbiyik Melike
- Akchurin Nural
- Akgun Bora
- Al-bataineh Ayman
- Albajar Carmen
- Albergo Sebastiano
- Albert Andreas
- Albrow Michael
- Alcaraz Maestre Juan
- Aldaya Martin Maria
- Aleksandrov Aleksandar
- Alexander James
- Alhusseini Mohammad
- Alimena Juliette
- Allen Brandon
- Almond John
- Alverson George
- Alves Fábio Lúcio
- Alves Gilvan
- Alyari Maral
- Amapane Nicola
- Ambrogi Federico
- Amendola Chiara
- Amin Nick
- Amsler Claude
- Anagnostou Georgios
- Anderson Dustin
- Andrea Jeremy
- Andreev Vladimir
- Andreev Yuri
- Andrews Michael Benjamin
- Androsov Konstantin
- Antonelli Louis
- Antropov Iurii
- Antunovic Zeljko
- Apanasevich Leonard
- Apollinari Giorgio
- Apresyan Artur
- Apyan Aram
- Araujo Mariana
- Arcaro Daniel
- Arcidiacono Roberta
- Arenton Michael Wayne
- Argiro Stefano
- Arndt Till
- Arneodo Michele
- Asavapibhop Burin
- Asawatangtrakuldee Chayanit
- Asghar Muhammad Irfan
- Asilar Ece
- Askew Andrew
- Atakisi Ismail Okan
- Ather Mohsan Waseem
- Attikis Alexandros
- Auffray Etiennette
- Aushev Tagir
- Autermann Christian
- Auzinger Georg
- Avdeeva Ekaterina
- Avery Paul
- Avila Carlos
- Ayala Edy
- Azarkin Maksim
- Azhgirey Igor
- Aziz Tariq
- Azzi Patrizia
- Azzolini Virginia
- Azzurri Paolo
- Baarmand Marc M
- Babaev Anton
- Babounikau Illia
- Bacchetta Nicola
- Bachiller Irene
- Bachtis Michail
- Backhaus Malte
- Baden Drew
- Bagliesi Giuseppe
- Bahinipati Seema
- Baidali Sergei
- Baillon Paul
- Bainbridge Robert
- Bakas Georgios
- Bakhshiansohi Hamed
- Bakirci Mustafa Numan
- Ball Austin
- Ball Fionn
- Ban Yong
- Band Reyer
- Banerjee Sudeshna
- Banerjee Sunanda
- Bansal Sunil
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- Barker Anthony
- Barnes Virgil E
- Barney David
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- Belchior Batista Das Chagas Ewerton
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- Ji Weifeng
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- Jindariani Sergo
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- Josa Maria Isabel
- Joshi Bhargav Madhusudan
- Joshi Umesh
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- Kaadze Ketino
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- Kennedy Elizabeth
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- Khristenko Viktor
- Khukhunaishvili Aleko
- Khurana Raman
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- Sirunyan Albert M
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- Smith Caleb
- Smith Dominic
- Smith Geoffrey
- Smith Nicholas
- Smith Vincent J
- Smith Wesley H
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- Snyder Christina
- Sobol Andrei
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- Spalding William J
- Spanier Stefan
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- Tonelli Manganote Edmilson José
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- Tonwar Suresh C
- Topakli Huseyin
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- Wang Quan
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- Wang Sean-Jiun
- Wang Sicheng
- Wang Ta-Wei
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- Wang Yanchu
- Wang Yi
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- Wang Zhixing
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- Yates Brent
- Yazgan Efe
- Yetkin Elif Asli
- Yohay Rachel
- Yoo Hwi Dong
- Yoo Jaehyeok
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- Yu Shin-Shan
- Yuan Li
- Yumiceva Francisco
- Yusli Mohd Nizam
- Zabi Alexandre
- Zaganidis Nicolas
- Zahid Sema
- Zaleski Shawn
- Zalewski Piotr
- Zanetti Anna
- Zanetti Marco
- Zarubin Anatoli
- Zarucki Mateusz
- Zeinali Maryam
- Zenaiev Oleksandr
- Zenz Seth Conrad
- Zeuner Wolfram Dietrich
- Zevi Della Porta Giovanni
- Zeyrek Mehmet
- Zghiche Amina
- Zhang Aobo
- Zhang Fengwangdong
- Zhang Huaqiao
- Zhang Jingyu
- Zhang Sijing
- Zhang Zhicai
- Zhao Jingzhou
- Zhokin Alexander
- Zhu De Hua
- Zhu Ren-Yuan
- Zientek Margaret
- Zobec Joze
- Zoi Irene
- Zolkapli Zukhaimira
- Zorbakir Ibrahim Soner
- Zorbilmez Caglar
- Zotto Pierluigi
- Zou David
- Zucchetta Alberto
- Zumerle Gianni
- Zuo Xunwu
- Zuolo Davide
- Álvarez Fernández Adrian
- Özçelik Özlem
- Publication venue
- Publication date
- 01/01/2019
- Field of study
An embedding technique is presented to estimate standard model tau tau backgrounds from data with minimal simulation input. In the data, the muons are removed from reconstructed mu mu events and replaced with simulated tau leptons with the same kinematic properties. In this way, a set of hybrid events is obtained that does not rely on simulation except for the decay of the tau leptons. The challenges in describing the underlying event or the production of associated jets in the simulation are avoided. The technique described in this paper was developed for CMS. Its validation and the inherent uncertainties are also discussed. The demonstration of the performance of the technique is based on a sample of proton-proton collisions collected by CMS in 2017 at root s = 13 TeV corresponding to an integrated luminosity of 41.5 fb(-1).Peer reviewe
Measurement of the Splitting Function in &ITpp &ITand Pb-Pb Collisions at root&ITsNN&IT=5.02 TeV
- Author
- Aarrestad Thea Klaeboe
- Abbaneo Duccio
- Abbiendi Giovanni
- Abbrescia Marcello
- Abdelalim Ahmed Ali
- Abdullin Salavat
- Abdulsalam Abdulla
- Abercrombie Daniel
- Abu Zeid Shimaa
- Ackert Andrew
- Acosta Darin
- Acosta John Gabriel
- Adair Antony
- Adam Wolfgang
- Adams Mark Raymond
- Adams Todd
- Adzic Petar
- Afanasiev Serguei
- Agapitos Antonis
- Aggleton Robin
- Agram Jean-Laurent
- Ahmad Ashfaq
- Ahmad Muhammad
- Ahmad Muhammad
- Ahmed Ijaz
- Ahuja Sudha
- Akbiyik Melike
- Akchurin Nural
- Akgun Bora
- Al-bataineh Ayman
- Albergo Sebastiano
- Albert Andreas
- Albrow Michael
- Alcaraz Maestre Juan
- Aldaya Martin Maria
- Aldá Júnior Walter Luiz
- Aleksandrov Aleksandar
- Alexander James
- Alimena Juliette
- Allen Brandon
- Almond John
- Alunni Solestizi Luisa
- Alverson George
- Alves Fábio Lúcio
- Alves Gilvan
- Alyari Maral
- Amapane Nicola
- Ambrogi Federico
- Amendola Chiara
- Amin Nick
- Amsler Claude
- Anagnostou Georgios
- Anderson Dustin
- Andrea Jeremy
- Andreev Vladimir
- Andreev Yuri
- Andrews Michael Benjamin
- Androsov Konstantin
- Anelli Christopher
- Antonelli Louis
- Antropov Iurii
- Antunovic Zeljko
- Apanasevich Leonard
- Apollinari Giorgio
- Apresyan Artur
- Apyan Aram
- Arcaro Daniel
- Arcidiacono Roberta
- Arenton Michael Wayne
- Argiro Stefano
- Arndt Till
- Arneodo Michele
- Asavapibhop Burin
- Asawatangtrakuldee Chayanit
- Asilar Ece
- Askew Andrew
- Atay Serhat
- Ather Mohsan Waseem
- Attikis Alexandros
- Auffray Etiennette
- Aushev Tagir
- Autermann Christian
- Auzinger Georg
- Avdeeva Ekaterina
- Avery Paul
- Avetisyan Aram
- Avila Carlos
- Azarkin Maksim
- Azhgirey Igor
- Aziz Tariq
- Azzi Patrizia
- Azzolini Virginia
- Azzurri Paolo
- Baarmand Marc M
- Bacchetta Nicola
- Bachtis Michail
- Backhaus Malte
- Baden Drew
- Baffioni Stephanie
- Bagliesi Giuseppe
- Bahinipati Seema
- Baillon Paul
- Bainbridge Robert
- Bakhshiansohi Hamed
- Ball Austin
- Ball Fionn
- Ban Yong
- Band Reyer
- Banerjee Sudeshna
- Banerjee Sunanda
- Bansal Sunil
- Barbagli Giuseppe
- Barberis Emanuela
- Barbieri Richard
- Bargassa Pedrame
- Baringer Philip
- Barker Anthony
- Barnes Virgil E
- Barney David
- Baron Owen
- Barone Luciano
- Barria Patrizia
- Barrio Luna Mar
- Bartek Rachel
- Barth Christian
- Bartosik Nazar
- Bartók Márton
- Baskakov Alexey
- Battilana Carlo
- Baty Austin
- Bauerdick Lothar AT
- Baur Sebastian
- Bayshev Igor
- Bean Alice
- Beauceron Stephanie
- Beaudette Florian
- Beck Lana
- Beernaert Kelly
- Beghin Diego
- Behera Prafulla Kumar
- Behnke Olaf
- Behrens Ulf
- Bein Samuel
- Beirão Da Cruz E Silva Cristóvão
- Belchior Batista Das Chagas Ewerton
- Belforte Stefano
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- Belyaev Andrey
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- Benato Lisa
- Bencze Gyorgy
- Bendavid Joshua
- Benelli Gabriele
- Beni Noemi
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- Benvenuti Alberto
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- Bergauer Thomas
- Berger Pirmin
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- Bernardes Cesar Augusto
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- Berryhill Jeffrey
- Bertl Willi
- Besancon Marc
- Betts Russell Richard
- Bhandari Rohan
- Bhardwaj Ashutosh
- Bhardwaj Rishika
- Bhat Pushpalatha C
- Bhatnagar Vipin
- Bhattacharya Rajarshi
- Bhattacharya Saptaparna
- Bhattacharya Satyaki
- Bhattacharya Soham
- Bhawandeep Bhawandeep
- Bhopatkar Vallary
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- Bi Ran
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- Bose Tulika
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- Bouhali Othmane
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- Bowen James
- Bradmiller-Feld John
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- Brainerd Christopher
- Brandstetter Johannes
- Brandt Stephanie
- Branson James G
- Bravo Cameron
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- Brivio Francesco
- Brochero Cifuentes Javier Andres
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- Brodski Michael
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- Brun Hugues
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- Buttignol Michael
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- Chierici Roberto
- Chinellato Jose
- Chlebana Frank
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- Choi Minkyoo
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- Chou John Paul
- Choudhary Brajesh C
- Choudhury Somnath
- Chu Jennifer
- Chudasama Ruchi
- Chwalek Thorsten
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- Citron Matthew
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- Ciulli Vitaliano
- Civinini Carlo
- Claes Daniel R
- Clare Robert
- Clarida Warren
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- de Barbaro Pawel
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- De Lentdecker Gilles
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- De Moraes Gregores Eduardo
- De Palma Mauro
- De Roeck Albert
- de Trocóniz Jorge F
- De Visscher Simon
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- Deelen Nikkie
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- Delannoy Hugo
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- Delgado Andrea
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- Dev Nabarun
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- Güth Andreas
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- Zeyrek Mehmet
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- Zhu Ren-Yuan
- Zhukov Valery
- Zientek Margaret
- Zobec Joze
- Zolkapli Zukhaimira
- Zorbakir Ibrahim Soner
- Zorbilmez Caglar
- Zotto Pierluigi
- Zou David
- Zsigmond Anna Julia
- Zucchetta Alberto
- Zumerle Gianni
- Álvarez Fernández Adrian
- Publication venue
- Publication date
- 01/01/2017
- Field of study
Data from heavy ion collisions suggest that the evolution of a parton shower is modified by interactions with the color charges in the dense partonic medium created in these collisions, but it is not known where in the shower evolution the modifications occur. The momentum ratio of the two leading partons, resolved as subjets, provides information about the parton shower evolution. This substructure observable, known as the splitting function, reflects the process of a parton splitting into two other partons and has been measured for jets with transverse momentum between 140 and 500 GeV, in pp and PbPb collisions at a center-of-mass energy of 5.02 TeV per nucleon pair. In central PbPb collisions, the splitting function indicates a more unbalanced momentum ratio, compared to peripheral PbPb and pp collisions.. The measurements are compared to various predictions from event generators and analytical calculations.Peer reviewe
Electroweak production of two jets in association with a Z boson in proton-proton collisions root s =13 TeV
- Author
- Aarrestad Thea Klaeboe
- Abbaneo Duccio
- Abbiendi Giovanni
- Abbrescia Marcello
- Abdullin Salavat
- Abdulsalam Abdulla
- Abercrombie Daniel
- Abu Zeid Shimaa
- Ackert Andrew
- Acosta Darin
- Acosta John Gabriel
- Adam Wolfgang
- Adams Mark Raymond
- Adams Todd
- Adzic Petar
- Afanasiev Serguei
- Agapitos Antonis
- Aggleton Robin
- Agram Jean-Laurent
- Ahmad Ashfaq
- Ahmad Muhammad
- Ahmad Muhammad
- Ahmed Ijaz
- Ahuja Sudha
- Akbiyik Melike
- Akchurin Nural
- Akgun Bora
- Al-bataineh Ayman
- Albajar Carmen
- Albergo Sebastiano
- Albert Andreas
- Albrow Michael
- Alcaraz Maestre Juan
- Aldaya Martin Maria
- Aldá Júnior Walter Luiz
- Aleksandrov Aleksandar
- Alexander James
- Alimena Juliette
- Allen Brandon
- Almond John
- Alunni Solestizi Luisa
- Alverson George
- Alves Fábio Lúcio
- Alves Gilvan
- Alyari Maral
- Amapane Nicola
- Ambrogi Federico
- Amendola Chiara
- Amin Nick
- Amsler Claude
- Anagnostou Georgios
- Anderson Dustin
- Andrea Jeremy
- Andreev Vladimir
- Andreev Yuri
- Andrews Michael Benjamin
- Androsov Konstantin
- Antonelli Louis
- Antropov Iurii
- Antunovic Zeljko
- Apanasevich Leonard
- Apollinari Giorgio
- Apresyan Artur
- Apyan Aram
- Arcaro Daniel
- Arcidiacono Roberta
- Arenton Michael Wayne
- Argiro Stefano
- Arndt Till
- Arneodo Michele
- Asavapibhop Burin
- Asawatangtrakuldee Chayanit
- Asilar Ece
- Askew Andrew
- Atay Serhat
- Ather Mohsan Waseem
- Attikis Alexandros
- Auffray Etiennette
- Aushev Tagir
- Autermann Christian
- Auzinger Georg
- Avdeeva Ekaterina
- Avery Paul
- Avetisyan Aram
- Avila Carlos
- Azarkin Maksim
- Azhgirey Igor
- Aziz Tariq
- Azzi Patrizia
- Azzolini Virginia
- Azzurri Paolo
- Baarmand Marc M
- Babaev Anton
- Bacchetta Nicola
- Bachiller Irene
- Bachtis Michail
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- De Palma Mauro
- De Roeck Albert
- de Trocóniz Jorge F
- De Visscher Simon
- De Wit Adinda
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- Yilmaz Yetkin
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- Zaganidis Nicolas
- Zahid Sema
- Zaleski Shawn
- Zalewski Piotr
- Zanetti Anna
- Zanetti Marco
- Zarubin Anatoli
- Zarucki Mateusz
- Zeinali Maryam
- Zenaiev Oleksandr
- Zenoni Florian
- Zenz Seth Conrad
- Zeuner Wolfram Dietrich
- Zevi Della Porta Giovanni
- Zeyrek Mehmet
- Zghiche Amina
- Zhang Aobo
- Zhang Fengwangdong
- Zhang Huaqiao
- Zhang Jingyu
- Zhang Sijing
- Zhang Zhicai
- Zhao Jingzhou
- Zhaozhong Shi
- Zhokin Alexander
- Zhu De Hua
- Zhu Ren-Yuan
- Zhukov Valery
- Zientek Margaret
- Zito Giuseppe
- Zobec Joze
- Zolkapli Zukhaimira
- Zorbakir Ibrahim Soner
- Zorbilmez Caglar
- Zotto Pierluigi
- Zou David
- Zucchetta Alberto
- Zumerle Gianni
- Álvarez Fernández Adrian
- Publication venue
- Publication date
- 01/01/2017
- Field of study
A measurement of the electroweak (EW) production of two jets in association with a Z boson in proton-proton collisions at root s = 13 TeV is presented, based on data recorded in 2016 by the CMS experiment at the LHC corresponding to an integrated luminosity of 35.9 fb(-1). The measurement is performed in the lljj final state with l including electrons and muons, and the jets j corresponding to the quarks produced in the hard interaction. The measured cross section in a kinematic region defined by invariant masses m(ll) > 50 GeV, m(jj) > 120 GeV, and transverse momenta P-Tj > 25 GeV is sigma(EW) (lljj) = 534 +/- 20 (stat) fb (syst) fb, in agreement with leading-order standard model predictions. The final state is also used to perform a search for anomalous trilinear gauge couplings. No evidence is found and limits on anomalous trilinear gauge couplings associated with dimension-six operators are given in the framework of an effective field theory. The corresponding 95% confidence level intervals are -2.6 <cwww/Lambda(2) <2.6 TeV-2 and -8.4 <cw/Lambda(2) <10.1 TeV-2. The additional jet activity of events in a signal-enriched region is also studied, and the measurements are in agreement with predictions.Peer reviewe
Measurement of nuclear modification factors of gamma(1S)), gamma(2S), and gamma(3S) mesons in PbPb collisions at root s(NN)=5.02 TeV
- Author
- Aarrestad Thea Klaeboe
- Abbaneo Duccio
- Abbiendi Giovanni
- Abbrescia Marcello
- Abdullin Salavat
- Abdulsalam Abdulla
- Abercrombie Daniel
- Abu Zeid Shimaa
- Ackert Andrew
- Acosta Darin
- Acosta John Gabriel
- Adam Wolfgang
- Adams Mark Raymond
- Adams Todd
- Adzic Petar
- Agapitos Antonis
- Agaras Merve Nazlim
- Aggleton Robin
- Agram Jean-Laurent
- Ahmad Ashfaq
- Ahmad Muhammad
- Ahmad Muhammad
- Ahmed Ijaz
- Ahuja Sudha
- Akbiyik Melike
- Akchurin Nural
- Akgun Bora
- Al-bataineh Ayman
- Albajar Carmen
- Albergo Sebastiano
- Albert Andreas
- Albrow Michael
- Alcaraz Maestre Juan
- Aldaya Martin Maria
- Aldá Júnior Walter Luiz
- Aleksandrov Aleksandar
- Alexander James
- Alimena Juliette
- Allen Brandon
- Almond John
- Alunni Solestizi Luisa
- Alverson George
- Alves Fábio Lúcio
- Alves Gilvan
- Alyari Maral
- Amapane Nicola
- Ambrogi Federico
- Amendola Chiara
- Amin Nick
- Amsler Claude
- Anagnostou Georgios
- Anderson Dustin
- Andrea Jeremy
- Andreev Vladimir
- Andreev Yuri
- Andrews Michael Benjamin
- Androsov Konstantin
- Antonelli Louis
- Antropov Iurii
- Antunovic Zeljko
- Apanasevich Leonard
- Apollinari Giorgio
- Apresyan Artur
- Apyan Aram
- Arcaro Daniel
- Arcidiacono Roberta
- Arenton Michael Wayne
- Argiro Stefano
- Arndt Till
- Arneodo Michele
- Asavapibhop Burin
- Asawatangtrakuldee Chayanit
- Asilar Ece
- Askew Andrew
- Atay Serhat
- Ather Mohsan Waseem
- Attikis Alexandros
- Auffray Etiennette
- Aushev Tagir
- Autermann Christian
- Auzinger Georg
- Avdeeva Ekaterina
- Avery Paul
- Avetisyan Aram
- Avila Carlos
- Azarkin Maksim
- Azhgirey Igor
- Aziz Tariq
- Azzi Patrizia
- Azzolini Virginia
- Azzurri Paolo
- Baarmand Marc M
- Babaev Anton
- Bacchetta Nicola
- Bachiller Irene
- Bachtis Michail
- Backhaus Malte
- Baden Drew
- Baffioni Stephanie
- Baginyan Andrey
- Bagliesi Giuseppe
- Bahinipati Seema
- Baillon Paul
- Bainbridge Robert
- Bakhshiansohi Hamed
- Bakirci Mustafa Numan
- Ball Austin
- Ball Fionn
- Ban Yong
- Band Reyer
- Banerjee Sudeshna
- Banerjee Sunanda
- Bansal Sunil
- Barbagli Giuseppe
- Barberis Emanuela
- Barbieri Richard
- Bargassa Pedrame
- Baringer Philip
- Barker Anthony
- Barnes Virgil E
- Barney David
- Baron Owen
- Barone Luciano
- Barria Patrizia
- Barrio Luna Mar
- Bartek Rachel
- Barth Christian
- Bartosik Nazar
- Bartók Márton
- Baselga Marta
- Baskakov Alexey
- Bat Ayse
- Battilana Carlo
- Baty Austin
- Bauer Gerry
- Bauerdick Lothar AT
- Baur Sebastian
- Bayshev Igor
- Bean Alice
- Beauceron Stephanie
- Beaudette Florian
- Beck Lana
- Beernaert Kelly
- Beghin Diego
- Behera Prafulla Kumar
- Behnke Olaf
- Behrens Ulf
- Bein Samuel
- Beirão Da Cruz E Silva Cristóvão
- Belchior Batista Das Chagas Ewerton
- Belforte Stefano
- Bellan Riccardo
- Belloni Alberto
- Belyaev Alexander
- Belyaev Andrey
- Benaglia Andrea
- Benato Lisa
- Bencze Gyorgy
- Bendavid Joshua
- Benelli Gabriele
- Beni Noemi
- Benussi Luigi
- Benvenuti Alberto
- Beretvas Andrew
- Bergauer Thomas
- Berger Pirmin
- Beri Suman Bala
- Bermúdez Martínez Armando
- Bernardes Cesar Augusto
- Bernet Colin
- Berry Douglas
- Berryhill Jeffrey
- Bertl Willi
- Besancon Marc
- Beschi Andrea
- Betts Russell Richard
- Bhandari Rohan
- Bhardwaj Ashutosh
- Bhardwaj Rishika
- Bhat Pushpalatha C
- Bhatnagar Vipin
- Bhattacharya Rajarshi
- Bhattacharya Saptaparna
- Bhattacharya Satyaki
- Bhattacharya Soham
- Bhawandeep Bhawandeep
- Bheesette Srinidhi
- Bhopatkar Vallary
- Bhowmik Debabrata
- Bhowmik Sandeep
- Bi Ran
- Bialkowska Helena
- Bian Jian-Guo
- Bianchini Lorenzo
- Bianco Michele
- Bianco Stefano
- Biasini Maurizio
- Biino Cristina
- Bilei Gian Mario
- Bilin Bugra
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- Bin Anuar Afiq Aizuddin
- Bisello Dario
- Bitioukov Sergei
- Blekman Freya
- Blinov Vladimir
- Blobel Volker
- Bloch Daniel
- Bloch Philippe
- Bloom Kenneth
- Bluj Michal
- Blumenfeld Barry
- Boccali Tommaso
- Bocci Andrea
- Bodek Arie
- Boimska Bozena
- Boletti Alessio
- Bolla Gino
- Bonacorsi Daniele
- Bondu Olivier
- Boos Edouard
- Boran Fatma
- Boren Samuel
- Borg Johan
- Borgonovi Lisa
- Bornheim Adolf
- Borras Kerstin
- Borrello Laura
- Bortignon Pierluigi
- Borzou Ahmad
- Bose Tulika
- Botta Cristina
- Botta Valeria
- Boudoul Gaelle
- Bouhali Othmane
- Bourilkov Dimitri
- Bouvier Elvire
- Bowen James
- Bradmiller-Feld John
- Braghieri Alessandro
- Braibant-Giacomelli Sylvie
- Brainerd Christopher
- Brandstetter Johannes
- Brandt Stephanie
- Branson James G
- Bravo Cameron
- Breedon Richard
- Breeze Shane
- Brew Christopher
- Brianza Luca
- Brigljevic Vuko
- Brinkerhoff Andrew
- Brito Lucas
- Brivio Francesco
- Brochero Cifuentes Javier Andres
- Brochet Sébastien
- Brodski Michael
- Brom Jean-Marie
- Brondolin Erica
- Brooke James John
- Brown Robert M
- Brun Hugues
- Bruno Giacomo
- Bucci Rachael
- Buccilli Andrew
- Buchanan James
- Buchmuller Oliver
- Bundock Aaron
- Bunkowski Karol
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- Burkett Kevin
- Burns Douglas
- Burns Dustin
- Burt Kira
- Busson Philippe
- Busza Wit
- Butler Joel Nathan
- Butler Philip H
- Buttignol Michael
- Butz Erik
- Bylinkin Alexander
- Bylsma Ben
- Byszuk Adrian
- Bäni Lukas
- Cabrera Andrés
- Cabrillo Iban Jose
- Cadamuro Luca
- Caillol Cécile
- Cakir Altan
- Calabria Cesare
- Calderon De La Barca Sanchez Manuel
- Calderon Alicia
- Cali Ivan Amos
- Call Kenneth
- Calligaris Luigi
- Calvelli Valerio
- Caminada Lea
- Campagnari Claudio
- Campanini Renato
- Campbell Alan
- Camporesi Tiziano
- Candelise Vieri
- Canelli Maria Florencia
- Canepa Anadi
- Cankocak Kerem
- Capiluppi Paolo
- Caputo Claudio
- Carlsmith Duncan
- Carnes Andrew
- Carrera Jarrin Edgar
- Carrillo Montoya Camilo Andres
- Carrillo Moreno Salvador
- Cartiglia Nicolo
- Carvalho Antunes De Oliveira Alexandra
- Carvalho Wagner
- Carver Matthew
- Casal Bruno
- Casarsa Massimo
- Casasso Stefano
- Caspart René
- Castaldi Rino
- Castaneda Hernandez Alfredo
- Castello Roberto
- Castilla-Valdez Heriberto
- Castle James
- Castro Andrea
- Caudron Adrien
- Cavallari Francesca
- Cavallo Francesca Romana
- Cavallo Nicola
- Cavanaugh Richard
- Cecchi Claudia
- Celik Ali
- Cenna Francesca
- Centis Vignali Matteo
- Cepeda Maria
- Cerati Giuseppe Benedetto
- Cerci Salim
- Cerminara Gianluca
- Cerrada Marcos
- Chabert Eric Christian
- Chadeeva Marina
- Chang Paoti
- Chang Yu-Hsiang
- Chanon Nicolas
- Chao Yuan
- Chaparro Sierra Luisa Fernanda
- Chapon Emilien
- Charaf Otman
- Charlot Claude
- Chatterjee Kalyanmoy
- Chatterjee Rajdeep Mohan
- Chatterjee Suman
- Chauhan Shubhanshu
- Chauhan Sushil
- Chaves Jorge
- Chawla Ridhi
- Chazin Quero Barbara
- Chekhovsky Vladimir
- Chen Geng
- Chen Guo-Ming
- Chen He-Sheng
- Chen Kai-Feng
- Chen Mingshui
- Chen Po-Hsun
- Chen Xuan
- Chen Ye
- Chen Yi
- Chen Zhenyu
- Chenarani Shirin
- Cheng Kai-yu
- Cheng Tongguang
- Cheng Yangyang
- Chertok Maxwell
- Cheung Harry
- Chhibra Simranjit Singh
- Chierici Roberto
- Chinellato Jose
- Chlebana Frank
- Cho Sungwoong
- Choi Suyong
- Choi Young-Il
- Chou John Paul
- Choudhary Brajesh C
- Choudhury Somnath
- Chu Jennifer
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- Yi Kai
- Yilmaz Yetkin
- Yohay Rachel
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- Yu David
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- Yuan Li
- Yuldashev Bekhzod S
- Yumiceva Francisco
- Yusli Mohd Nizam
- Zabel James
- Zabi Alexandre
- Zaganidis Nicolas
- Zahid Sema
- Zaleski Shawn
- Zalewski Piotr
- Zanetti Anna
- Zanetti Marco
- Zarubin Anatoli
- Zarucki Mateusz
- Zeinali Maryam
- Zenaiev Oleksandr
- Zenoni Florian
- Zenz Seth Conrad
- Zeuner Wolfram Dietrich
- Zevi Della Porta Giovanni
- Zeyrek Mehmet
- Zghiche Amina
- Zhang Aobo
- Zhang Fengwangdong
- Zhang Huaqiao
- Zhang Jingyu
- Zhang Sijing
- Zhang Zhicai
- Zhao Jingzhou
- Zhokin Alexander
- Zhu De Hua
- Zhu Ren-Yuan
- Zhukov Valery
- Zientek Margaret
- Zito Giuseppe
- Zobec Joze
- Zolkapli Zukhaimira
- Zorbakir Ibrahim Soner
- Zorbilmez Caglar
- Zotto Pierluigi
- Zou David
- Zucchetta Alberto
- Zumerle Gianni
- Álvarez Fernández Adrian
- Publication venue
- Publication date
- 01/01/2018
- Field of study
The cross sections for ϒ(1S), ϒ(2S), and ϒ(3S) production in lead-lead (PbPb) and proton-proton (pp) collisions at √sNN = 5.02 TeV have been measured using the CMS detector at the LHC. The nuclear modification factors, RAA, derived from the PbPb-to-pp ratio of yields for each state, are studied as functions of meson rapidity and transverse momentum, as well as PbPb collision centrality. The yields of all three states are found to be significantly suppressed, and compatible with a sequential ordering of the suppression, RAA(ϒ(1S)) > RAA(ϒ(2S)) > RAA(ϒ(3S)). The suppression of ϒ(1S) is larger than that seen at √sNN = 2.76 TeV, although the two are compatible within uncertainties. The upper limit on the RAA of ϒ(3S) integrated over pT, rapidity and centrality is 0.096 at 95% confidence level, which is the strongest suppression observed for a quarkonium state in heavy ion collisions to date. © 2019 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). Funded by SCOAP3.Peer reviewe
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