9 research outputs found
ANÁLISE DA DEPRESSÃO EM IDOSOS DE SÃO CAETANO DO SUL E OS FATORES ASSOCIADOS AVALIADOS PELA GDS-15
- Author
- Publication venue
- RECIMA21 - Revista Cientifica Multidisciplinar
- Publication date
- 14/05/2023
- Field of study
Depression is the most common psychiatric disorder in all age groups, being, in elderly, associated with more unusual signs and symptoms than in other ages, such as irritability, reduced functionality and slowed thinking. Questionnaires and scales can be used to screen symptoms in elderly, such as the Reduced Geriatric Depression Scale-15 (GDS-15), by Yesavage. This is an observational, cross-sectional, study, carried out using the GDS-15 scale and applied to elderly residents in São Caetano do Sul-SP, Brazil, and registered at UBS Amélia Locatelli and at the University Ambulatorial Center of the University of São Caetano do Sul. The objective is to analyze the prevalence of depression in elderly people from that city and its associated factors, according to the GDS-15. The conclusion was that 41 (73.21%) of 56 participants had a normal psychological condition, 13 had mild depression and 2 had severe depression. The total prevalence of depression was 26.78%, being higher in elderly women than in men (Ratio=1,34). The most selected question (29 times) was “Have you dropped many of your interests and activities?”, followed by “Would you rather stay home than go out and do new things?”, selected 25 times. Thus, isolation and loneliness, indirectly assessed in questions 2 and 9, are factors that influence depression, selected in 12 of the 15 scales applied with positive results for depressive conditions, reinforcing the correlation between quarantine, imposed by the COVID-19, and the rise of depression in the elderly population, as suggested by other studies.La depresión es el trastorno psiquiátrico más frecuente entre todas las edades, asociándose, en el caso de los ancianos, a señales y síntomas inusuales en otras edades, como la irritabilidad y lentitud del pensamiento. La Geriatric Depression Scale-15 (GDS-15), de Yesavage es una escala para detectar estos síntomas en ancianos. Se trata de un estudio observacional, transversal, realizada mediante la Escala GDS-15, aplicada a ancianos residentes en São Caetano do Sul-SP, Brasil, (UBS Amélia Locatelli y Centro Universitario Ambulatorio de la Universidad de São Caetano do Sul). Buscamos analizar la prevalencia de depresión en ancianos de São Caetano do Sul y los factores asociados, evaluados por la GDS-15. Como resultado, 41 de los 56 participantes tenían un cuadro psicológico normal, 13 tenían depresión leve y 2 depresión severa. La prevalencia total de depresión fue del 26,78%, siendo mayor en mujeres ancianas que en hombres (R=1,34). La pregunta con la puntuación más alta ("¿Ha abandonado muchos de sus intereses y actividades?") fue seleccionada 29 veces, seguida de "¿Preferiría quedarse en casa que salir y hacer cosas nuevas?" puntuada 25 veces. Por lo tanto, fue posible concluir que el aislamiento y la soledad, evaluados indirectamente en las preguntas 2 y 9, son factores que influyen en la depresión, seleccionados en 12 de las 15 escalas aplicadas con resultados positivos para estados depresivos, reforzando la relación entre la cuarentena del COVID-19 y el aumento de la depresión en la población, como sugieren otros estudios.A depressão é o distúrbio psiquiátrico mais comum em todas as faixas etárias, sendo, no idoso, associada a sinais e sintomas mais incomuns que em outras idades, como irritabilidade, perda da funcionalidade e lentificação do raciocínio. Questionários e escalas podem ser utilizados para rastreio dos sintomas em idosos, como a Escala de Depressão Geriátrica reduzida (GDS-15), de Yesavage. Trata-se de uma pesquisa observacional, de caráter transversal, realizada através da Escala GDS-15 e aplicada em idosos residentes em São Caetano do Sul-SP, Brasil, e cadastrados na UBS Amélia Locatelli e no Centro Ambulatorial Universitário da Universidade de São Caetano do Sul. Buscou-se analisar a prevalência de depressão nesses idosos e os fatores associados, avaliados pela GDS-15. Como resultado, 41 (73,21%) dos 56 participantes apresentaram quadro psicológico normal, 13, quadro depressivo leve e 2, depressão severa. A prevalência total de depressão foi 26,78%, sendo maior nas idosas que nos homens (Relação=1,34). A pergunta mais pontuada (“Você deixou de lado muitos de seus interesses e atividades?”) foi selecionada 31 vezes, seguida de “Você prefere ficar em casa a sair e fazer coisas novas?”, pontuada 25 vezes. Concluiu-se que o isolamento e a solidão, indiretamente avaliados nas perguntas 2 e 9, são fatores que influenciam a depressão, selecionados em 12 das 15 escalas aplicadas com resultados positivos para quadros depressivos, reforçando a relação entre a quarentena, imposta pela pandemia da COVID-19, e o aumento da depressão na população idosa, como sugerido em outros estudos.A depressão é o distúrbio psiquiátrico mais comum em todas as faixas etárias, sendo, no idoso, associada a sinais e sintomas mais incomuns que em outras idades, como irritabilidade, perda da funcionalidade e lentificação do raciocínio. Questionários e escalas podem ser utilizados para rastreio dos sintomas em idosos, como a Escala de Depressão Geriátrica reduzida (GDS-15), de Yesavage. Trata-se de uma pesquisa observacional, de caráter transversal, realizada através da Escala GDS-15 e aplicada em idosos residentes em São Caetano do Sul-SP, Brasil, e cadastrados na UBS Amélia Locatelli e no Centro Ambulatorial Universitário da Universidade de São Caetano do Sul. Buscou-se analisar a prevalência de depressão nesses idosos e os fatores associados, avaliados pela GDS-15. Como resultado, 41 (73,21%) dos 56 participantes apresentaram quadro psicológico normal, 13, quadro depressivo leve e 2, depressão severa. A prevalência total de depressão foi 26,78%, sendo maior nas idosas que nos homens (Relação=1,34). A pergunta mais pontuada (“Você deixou de lado muitos de seus interesses e atividades?”) foi selecionada 31 vezes, seguida de “Você prefere ficar em casa a sair e fazer coisas novas?”, pontuada 25 vezes. Concluiu-se que o isolamento e a solidão, indiretamente avaliados nas perguntas 2 e 9, são fatores que influenciam a depressão, selecionados em 12 das 15 escalas aplicadas com resultados positivos para quadros depressivos, reforçando a relação entre a quarentena, imposta pela pandemia da COVID-19, e o aumento da depressão na população idosa, como sugerido em outros estudos
Pervasive gaps in Amazonian ecological research
- Author
- Aguiar Daniel Praia Portela de
- Aguiar Hilton Jeferson Alves Cardoso de
- Albernaz Ana Luisa
- Albuquerque Bianca Weiss
- Aleixo Alexandre
- Alencar Luana
- Almeida Daniely da Frota
- Almeida Marllus Rafael Negreiros
- Almeida Morgana
- Almeida Rony Peterson Santos
- Almeida Wanessa Rejane de
- Alvarado Swanni T.
- Alverga Paula Palhares de Polari
- Alves da Rosa Clarissa
- Alves-Martins Fernanda
- Alves-Martins Fernanda
- Amado Lílian Lund
- Amaral Dário Dantas do
- Anacléto Maria José Pinheiro
- Andrade Ana Luiza
- Andrade Rafael Barreto de
- Andrade-Silva Joudellys
- Andresen Ellen
- Andretti Christian Borges
- Andriolo Aline
- André Thiago
- Anjos Diego V.
- Aragão Luiz
- Aragão Luiz
- Arantes Caroline C.
- Arenas Edith Rosario Clemente
- Arrolho Solange
- Arruda Filipe Viegas de
- Assis Rafael Leandro de
- Azara Ludson
- Azevêdo Carlos Augusto Silva de
- Baccaro Fabricio B.
- Baccaro Fabricio B.
- Baider Cláudia
- Baker Timothy R.
- Barbosa Edelcilio Marques
- Barbosa Julianna Freires
- Barbosa Reinaldo Imbrozio
- Barbosa Thiago Augusto Pedroso
- Barlow Jos
- Barlow Jos
- Barni Paulo Eduardo
- Barros Gabriel Gazzana
- Barroso Jorcely G.
- Barthem Ronaldo
- Bastos Douglas
- Bastos Rafael Costa
- Batista Anderson Pedro Bernadina
- Begot Tiago Octavio
- Beiroz Wallace
- Benetti Cesar João
- Benone Naraiana Loureiro
- Bentos Tony Vizcarra
- Berenguer Erika
- Berenguer Erika
- Bispo Pitágoras C.
- Boldrini Rafael
- Bonates Luiz Carlos de Matos
- Borba Gabriel Costa
- Borges Augusto
- Borges Luiz Henrique Medeiros
- Borges Sérgio Henrique
- Braga Danielle de Lima
- Braga Rafael Benzi
- Brando Paulo
- Brasil Leandro Schlemmer
- Brejão Gabriel Lourenço
- Brito Maiara Tábatha da Silva
- Brito Thaline de Freitas
- Brocardo Carlos Rodrigo
- Brown Irving Foster
- Brulinger Luciane Ferreira Barbosa
- Bueno Anderson S.
- Cabeceira Fernando Gonçalves
- Cabette Helena Soares Ramos
- Cabral Guilherme Sampaio
- Cajaiba Reinaldo Lucas
- Callisto Marcos
- Calor Adolfo Ricardo
- Calvão Lenize Batista
- Camargo José Luís
- Camargo Plínio Barbosa de
- Campana Débora Rodrigues de Souza
- Campos Nubia
- Campos-Filho Eduardo Malta
- Cardoso Maira Rodrigues
- Carim Marcelo de Jesus Veiga
- Carmo Guilherme Henrique Pompiano do
- Carniello Maria Antonia
- Carpanedo Rainiellen de Sá
- Carreiras João
- Carvalho Fernanda Antunes
- Carvalho Fernando Geraldo
- Carvalho Fernando Rogério de
- Carvalho Karine Santana
- Carvalho Lidiany Camila da Silva
- Carvalho Lucélia Nobre
- Carvalho Raquel L.
- Carvalho Raquel L.
- Casadei-Ferreira Alexandre
- Casatti Lílian
- Castello Leandro
- Castello Leandro
- Castilho Carolina
- Castro Arlison Bezerra
- Castro Flávio Siqueira de
- Castro Wendeson
- Catarino Michel
- Cavalheiro Larissa
- Cerqueira Silva Július César
- Cerqueira Pablo Vieira
- Cintra Bruno B.L.
- Cochrane Mark A.
- Coelho de Souza Fernanda
- Coelho Luiz de Souza
- Coletti Fabrício
- Cordeiro Carlos Leandro
- Cornelius Cintia
- Correa Anne Sthephane A.S.
- Costa Batista Michela
- Costa Daniel da Silva
- Costa Flavia R.C.
- Costa Flavia R.C.
- Costa Janaina Barbosa Pedrosa
- Costa Jessica Gomes
- Costa Maria Katiane Sousa
- Costa Marília Maria Silva da
- Couceiro Sheyla Regina Marques
- Cravo Jessica Soares
- Crema Luciana Carvalho
- Cruz Paulo Vilela
- Cruz Wesley Jonatar Alves da
- Cunha Erlane José Rodrigues da
- da Rocha Maíra
- da Silva Guimarães José Renan
- da Silva Menger Juliana
- da Silva Elidiomar R.
- da Silva Gustavo Cardoso
- da Silva Júlia Santana
- da Silva Karina Dias
- da Silva Letícia Fernandes
- da Silva Márcio Joaquim
- da Silva Pedro Giovâni
- da Silva Rogério Rosa
- Daly Douglas
- Damasco Gabriel
- Davis Bradley
- de Abreu Jadson Coelho
- de Albuquerque Emília Zoppas
- de Brito Janaina Gomes
- de Faria Falcão Jéssica Caroline
- de Lima Alves Adriana
- de Matos Liliane Stedile
- de Oliveira Melo Lia
- de Resende Bethânia Oliveira
- de Sousa Gorayeb Inocêncio
- de Toledo José Julio
- Delabie Jacques Hubert Charles
- Demarchi Layon Oreste
- Desidério Gleison Robson
- Deus Claudia Pereira de
- Dias Murilo S.
- do Vale Julio Daniel
- Domingues Tomas F.
- Doria Carolina Rodrigues da Costa
- dos Anjos Marcelo Rodrigues
- Douglas Danyhelton
- Duarte Ritter Camila
- Dumas Leandro Lourenço
- Durgante Flavia
- Dutra Dhâmyla Bruna de Souza
- Dutra Silvia Leitão
- Dáttilo Wesley
- d’Horta Fernando Mendonça
- e Gomes Jerrian Oliveira
- e Pérez Raúl Enriqu Pirela
- Edwards David P.
- Elias Fernando
- Elias Fernando
- Emilio Thaise
- Esposito Maria Cristina
- Espírito Santo Nádia Barbosa
- Espírito-Santo Helder M.V.
- Fadini Rodrigo Ferreira
- Fares Ana Luisa
- Faria Ana Paula Justino
- Farias Emanuelle de Sousa
- Feitosa Rodrigo Machado
- Feitosa Yuri
- Feldpausch Ted R.
- Fernandes Itanna Oliveira
- Fernandes Izaias
- Ferreira Aurélia Bentes
- Ferreira Joice
- Ferreira Joice
- Ferreira Leandro Valle
- Ferreira Nelson
- Ferreira-Ferreira Jefferson
- Firmino Viviane
- Flores Bernardo M.
- Florêncio Fernando Prado
- Fontenele Luane
- França Filipe
- França Filipe M.
- Freitas Carlos
- Freitas Madson Antonio Benjamin
- Freitas Marina Guimarães
- Félix Nathalia Silva
- Galuch André V.
- Gama Neto Jaime de Liege
- Gastauer Markus
- Geber Filho Adem Nagibe dos Santos
- Ghidini André Ricardo
- Giacomin Leandro
- Giarrizzo Tommaso
- Giehl Nubia França da Silva
- Godoy Bruno Spacek
- Gomes Vitor Hugo Freitas
- Gontijo Alexandre
- Gonçalves Inês Correa
- Graça Paulo Mauricio de Alencastro
- Griffiths Hannah
- Gris Darlene
- Gualberto Cláudia G.
- Guedes Marcelino Carneiro
- Guedes Matheus L.
- Guedes Matheus L.
- Guerrero Jesús Enrique Burgos
- Guilherme Edson
- Guimaraes Aretha Franklin
- Guimarães David Pedroza
- Görgens Eric Bastos
- Hamada Neusa
- Haugaasen Torbjørn
- Hawes Joseph E.
- Hercos Alexandre
- Hilário Renato Richard
- Holanda de Andrade André Luiz Ramos
- Holmgren Milena
- Householder Ethan
- Irume Mariana Victória
- Isaac Victoria
- Isaac Victoria
- Ivanauskas Natalia Macedo
- Izzo Thiago Junqueira
- Jakovac Catarina C.
- Jardim Gabriela Abrantes
- Juen Leandro
- Juen Leandro
- Junqueira André Braga
- Korasaki Vanesca
- Koroiva Ricardo
- Krolow Tiago Kütter
- Kunz Sustanis Horn
- Landeiro Victor Lemes
- Lanna João
- Laranjeiras Thiago Orsi
- Lasky Jesse R.
- Lasmar Chaim
- Laurance Susan
- Laurance William
- Leal Cecilia G.
- Leal Cecilia G.
- Lees Alexander C.
- Lees Alexander C.
- Leitão Rafael Pereira
- Levis Carolina
- Leão Híngara
- Ligeiro Raphael
- Lima Gisiane Rodrigues
- Lima Jônatas
- Lima Ysadhora Gomes de
- Lobato Cleonice Maria Cardoso
- Lopes Aline
- Lopes Maria Aparecida
- Lourenço Luzia da Silva
- Louzada Julio
- Luize Bruno Garcia
- Luther David
- Machado Tatiana Lemos da Silva
- Maciel Rafaella
- Maciel Rafaella
- Magalhães José Leonardo Lima
- Magnusson William E.
- Mahood Simon
- Maia Laís Ferreira
- Maldaner Maria Eduarda
- Malhi Yadvinder
- Manzatto Angelo Gilberto
- Maracahipes Leandro
- Maracahipes-Santos Leonardo
- Mariano Rodolfo
- Marimon Beatriz S.
- Marimon-Junior Ben Hur
- Marques Elineide E.
- Marsh Charles J.
- Martins Maria Pires
- Martins Mila Ferraz de Oliveira
- Martins Renato Tavares
- Massam Mike R.
- Matavelli Rodrigo
- Maximiano Marina Franco de Almeida
- Mazzei Lucas
- Medeiros Herison
- Medeiros Marcelo Brilhante de
- Medeiros Natália
- Melgaço Karina
- Melinski Ramiro Dário
- Melo Lima Diego Viana
- Melo Antonio Willian Flores de
- Melo Bruna Santos Bitencourt de
- Melo Gracilene da Costa de
- Mendes Aguiar Jonas José
- Mendes Keila Rêgo
- Mendes Raimundo N.G.
- Mendes Thiago Pereira
- Mendonça Fernando P.
- Menezes Andressa Silvana Oliveira de
- Mestre Luiz A.M.
- Metcalf Oliver Charles
- Michelan Thaisa Sala
- Miguel Thiago Barros
- Milheiras Sérgio
- Milliken William
- Miranda Ires Paula de Andrade
- Miranda Patrícia Nakayama
- Montag Luciano Fogaça de Assis
- Monteiro Jr. Cláudio da Silva
- Monteiro Marcília Gabriella Tavares
- Morandi Paulo S.
- Morato Elder Ferreira
- Moreira Felipe F.F.
- Mormul Roger Paulo
- Mortati Amanda Frederico
- Moser Pamela
- Moura Mario R.
- Moura Mario R.
- Muelbert Adriane Esquivel
- Muñoz Gutiérrez Jhonatan Andrés
- Naka Luciano Nicolas
- Nascimento Henrique Eduardo Mendonça
- Nascimento Marcelo Trindade
- Nascimento Rodrigo O.
- Nascimento Rodrigo O.
- Navarro Paolucci Lucas
- Nelson Bruce
- Nessimian Jorge Luiz
- Neto Francisco Valente-
- Nichols Elizabeth
- Nienow Samuel
- Nogueira Denis Silva
- Nonato Flávia Alessandra da Silva
- Noriega Jorge Ari
- Noronha Janaína Costa
- Novo Evlyn Márcia Moraes de Leão
- Nunes Cassio A.
- Nunes Cassio A.
- Nunes Luis Gabriel de Oliveira
- o Santos Marcos Pérsi Dantas
- Obermuller Flávio Amorim
- Oliveira Pes Ana Maria
- Oliveira Alexandre Adalardo de
- Oliveira Amanda Batista da Silva de
- Oliveira Cinthia Pereira de
- Oliveira Edmar Almeida de
- Oliveira Fabiana Ferreira de
- Oliveira José Max B.
- Oliveira Marco Antonio de
- Oliveira Marcus Vinicio Neves D.
- Oliveira Rodrigo Leonardo Costa de
- Oliveira Sérgio Augusto Vidal de
- Oliveira Victor Hugo Fonseca
- Oliveira Vívian Campos de
- Oliveira Washington Luis de
- Olivo Neto Antonio Miguel
- Pansonato Marcelo Petratti
- Passos Maria Inês S.
- Paula William Sousa de
- Pauletto Daniela
- Pedroza Diego
- Peixoto Ualerson
- Penagos Cristian Camilo Mendoza
- Perdiz Ricardo de Oliveira
- Pereira Jorge Luiz da Silva
- Peres Carlos A.
- Peruquetti Patricia Santos Ferreira
- Phillips Oliver L.
- Phillips Oliver L.
- Piedade Alexandra Rocha da
- Piedade Maria Teresa Fernandez
- Pombo Maihyra Marina
- Pompeu Paulo dos Santos
- Pontes-Lopes Aline
- Pozzobom Ully Mattilde
- Prado Livia Pires do
- Prance Ghillean T.
- Pringle Elizabeth G.
- Prist Paula
- Prudente Bruno da Silveira
- Puker Anderson
- Pérez-Mayorga María Angélica
- Quaresma Adriano
- Queiroz Antonio C.M.
- Queiroz Helder Lima de
- r Costa Neto Salustiano Vila da
- Raseira Marcelo Bassols
- Rechetelo Juliana
- Reis Fagno
- Reis Leonardo Pequeno
- Resende Angelica F.
- Resende Angelica F.
- Revilla Juan David Cardenas
- Ribas Carla Rodrigues
- Ribeiro José Moacir Ferreira
- Ribeiro Rodrigo Arison Barbosa
- Ribeiro Sabina Cerruto
- Ribeiro Sérvio Pontes
- Ribeiro Vanessa Soares
- Rodrigues Domingos de Jesus
- Rodrigues Silvia Barbosa
- Rodrigues Taís Helena Araujo
- Roque Fabio de Oliveira
- Rosa Dian Carlos Pinheiro
- Rosalino L. M.
- Rousseau Guillaume Xavier
- Ruschel Ademir
- Rutt Cameron L.
- s de Lima Robson Borge
- Salcedo Ana Karina Moreyra
- Sales Francisco Matheus da Silva
- Salles Frederico Falcão
- Salomão Rafael P.
- Salomão Renato Portela
- Santana Edrielly Carolinne Carvalho de
- Santana Flávia Delgado
- Santiago Wagner Tadeu Vieira
- Santos Ferreira Victor Rennan
- Santos Neto Cláudio Rabelo dos
- Santos Allan Paulo Moreira dos
- Santos Bruno Borges
- Santos Cleverson Rannieri Meira dos
- Santos Cássia Anicá dos
- Santos Deane Cabral dos
- Santos Ednaira Alencar dos
- Santos Isis Caroline Siqueira
- Santos Jean Carlos
- Santos Talitha Ferreira dos
- Sarmento Priscila S. de M.
- Schietti Juliana
- Schietti Juliana
- Schmidt Fernando Augusto
- Schmidt Fernando Augusto
- Schwartz Gustavo
- Schöngart Jochen
- Scudeller Veridiana Vizoni
- Shimabukuro Yosio Edemir
- Shimano Yulie
- Shutt Jack
- Shutt Jack
- Silva Brito Joás
- Silva Camila V.J.
- Silva Celice Alexandre
- Silva Dennis Rodrigues da
- Silva Diego Armando Silva da
- Silva Fernando Augusto Barbosa
- Silva José Orlando de Almeida
- Silva Otávio Guilherme Morais da
- Silva Ricardo José da
- Silva Richarlly da Costa
- Silva Robson dos Santos Alves da
- Silva Sonaira Souza da
- Silva Thiago Sanna Freire
- Silva Victória de Nazaré Gama
- Silva Wegliane Campelo da
- Silva Wheriton Fernando Moreira da
- Silvano Renato Azevedo Matias
- Silveira Juliana M.
- Silveira Juliana M.
- Silveira Luis Fábio
- Silveira Marcos
- Silveira Maria Aurea Pinheiro de Almeida
- Silvério Divino V.
- Simon Marcelo Fragomeni
- Siqueira Emely Laiara Silva de
- Solar Ricardo
- Sousa Sidney Araújo de
- Sousa Thaiane
- Souto Paula
- Souza Flávia Kelly Siqueira de
- Souza Jorge Luiz Pereira de
- Souza Mateus Fernando de
- Souza Márcia Regina de
- Souza Priscila
- Stegmann Lis
- Stegmann Lis
- Storck-Tonon Danielle
- Stropp Juliana
- Targhetta Natalia
- ter Steege Hans
- ter Steege Hans
- Todeschini Felipe
- Triana Stefania Pinzón
- Uehara-Prado Marcio
- van den Berg Eduardo
- Vasconcelos Heraldo L.
- Vaz-de-Mello Fernando
- Vaz-de-Mello Fernando
- Vedovato Laura Barbosa
- Venticinque Eduardo M.
- Venticinque Eduardo M.
- Veras Daniel Silas
- Vicente Ricardo Eduardo
- Vicentini Alberto
- Vidal Edson
- Vieira Daniel Luis Mascia
- Vieira Ima Célia Guimarães
- Vieira Ima Célia Guimarães
- Vieira Lisandro
- Vieira Simone Aparecida
- Villa Boris
- Vital Marcos José Salgado
- Vulinec Kevina
- Wilker Icaro
- Williamson Bruce
- Wittmann Florian
- Wolfe Jared
- Yamamoto Kedma Cristine
- Zanetti Ronald
- Zanzini Antonio Carlos da Silva
- Zanzini Lucas Pereira
- Zuanon Jansen
- Zuanon Jansen
- Publication venue
- Cell Press
- Publication date
- 01/08/2023
- Field of study
Biodiversity loss is one of the main challenges of our time,1,2 and attempts to address it require a clear un derstanding of how ecological communities respond to environmental change across time and space.3,4
While the increasing availability of global databases on ecological communities has advanced our knowledge
of biodiversity sensitivity to environmental changes,5–7 vast areas of the tropics remain understudied.8–11 In
the American tropics, Amazonia stands out as the world’s most diverse rainforest and the primary source of
Neotropical biodiversity,12 but it remains among the least known forests in America and is often underrepre sented in biodiversity databases.13–15 To worsen this situation, human-induced modifications16,17 may elim inate pieces of the Amazon’s biodiversity puzzle before we can use them to understand how ecological com munities are responding. To increase generalization and applicability of biodiversity knowledge,18,19 it is thus
crucial to reduce biases in ecological research, particularly in regions projected to face the most pronounced
environmental changes. We integrate ecological community metadata of 7,694 sampling sites for multiple or ganism groups in a machine learning model framework to map the research probability across the Brazilian
Amazonia, while identifying the region’s vulnerability to environmental change. 15%–18% of the most ne glected areas in ecological research are expected to experience severe climate or land use changes by
2050. This means that unless we take immediate action, we will not be able to establish their current status,
much less monitor how it is changing and what is being lostinfo:eu-repo/semantics/publishedVersio
Pervasive gaps in Amazonian ecological research
- Author
- Aguiar Daniel Praia Portela de
- Aguiar Hilton Jeferson Alves Cardoso de
- Albernaz Ana Luisa
- Albuquerque Bianca Weiss
- Aleixo Alexandre
- Alencar Luana
- Almeida Daniely da Frota
- Almeida Marllus Rafael Negreiros
- Almeida Morgana
- Almeida Rony Peterson Santos
- Almeida Wanessa Rejane de
- Alvarado Swanni T.
- Alverga Paula Palhares de Polari
- Alves da Rosa Clarissa
- Alves-Martins Fernanda
- Alves-Martins Fernanda
- Amado Lílian Lund
- Amaral Dário Dantas do
- Anacléto Maria José Pinheiro
- Andrade Ana Luiza
- Andrade Rafael Barreto de
- Andrade-Silva Joudellys
- Andresen Ellen
- Andretti Christian Borges
- Andriolo Aline
- André Thiago
- Anjos Diego V.
- Aragão Luiz
- Aragão Luiz
- Arantes Caroline C.
- Arenas Edith Rosario Clemente
- Arrolho Solange
- Arruda Filipe Viegas de
- Assis Rafael Leandro de
- Azara Ludson
- Azevêdo Carlos Augusto Silva de
- Baccaro Fabricio B.
- Baccaro Fabricio B.
- Baider Cláudia
- Baker Timothy R.
- Barbosa Edelcilio Marques
- Barbosa Julianna Freires
- Barbosa Reinaldo Imbrozio
- Barbosa Thiago Augusto Pedroso
- Barlow Jos
- Barlow Jos
- Barni Paulo Eduardo
- Barros Gabriel Gazzana
- Barroso Jorcely G.
- Barthem Ronaldo
- Bastos Douglas
- Bastos Rafael Costa
- Batista Anderson Pedro Bernadina
- Begot Tiago Octavio
- Beiroz Wallace
- Benetti Cesar João
- Benone Naraiana Loureiro
- Bentos Tony Vizcarra
- Berenguer Erika
- Berenguer Erika
- Bispo Pitágoras C.
- Boldrini Rafael
- Bonates Luiz Carlos de Matos
- Borba Gabriel Costa
- Borges Augusto
- Borges Luiz Henrique Medeiros
- Borges Sérgio Henrique
- Braga Danielle de Lima
- Braga Rafael Benzi
- Brando Paulo
- Brasil Leandro Schlemmer
- Brejão Gabriel Lourenço
- Brito Maiara Tábatha da Silva
- Brito Thaline de Freitas
- Brocardo Carlos Rodrigo
- Brown Irving Foster
- Brulinger Luciane Ferreira Barbosa
- Bueno Anderson S.
- Cabeceira Fernando Gonçalves
- Cabette Helena Soares Ramos
- Cabral Guilherme Sampaio
- Cajaiba Reinaldo Lucas
- Callisto Marcos
- Calor Adolfo Ricardo
- Calvão Lenize Batista
- Camargo José Luís
- Camargo Plínio Barbosa de
- Campana Débora Rodrigues de Souza
- Campos Nubia
- Campos-Filho Eduardo Malta
- Cardoso Maira Rodrigues
- Carim Marcelo de Jesus Veiga
- Carmo Guilherme Henrique Pompiano do
- Carniello Maria Antonia
- Carpanedo Rainiellen de Sá
- Carreiras João
- Carvalho Fernanda Antunes
- Carvalho Fernando Geraldo
- Carvalho Fernando Rogério de
- Carvalho Karine Santana
- Carvalho Lidiany Camila da Silva
- Carvalho Lucélia Nobre
- Carvalho Raquel L.
- Carvalho Raquel L.
- Casadei-Ferreira Alexandre
- Casatti Lílian
- Castello Leandro
- Castello Leandro
- Castilho Carolina
- Castro Arlison Bezerra
- Castro Flávio Siqueira de
- Castro Wendeson
- Catarino Michel
- Cavalheiro Larissa
- Cerqueira Silva Július César
- Cerqueira Pablo Vieira
- Cintra Bruno B. L.
- Cochrane Mark A.
- Coelho de Souza Fernanda
- Coelho Luiz de Souza
- Coletti Fabrício
- Cordeiro Carlos Leandro
- Cornelius Cintia
- Correa Anne Sthephane A. S.
- Costa Batista Michela
- Costa Daniel da Silva
- Costa Flavia R. C.
- Costa Flavia R. C.
- Costa Janaina Barbosa Pedrosa
- Costa Jessica Gomes
- Costa Maria Katiane Sousa
- Costa Marília Maria Silva da
- Couceiro Sheyla Regina Marques
- Cravo Jessica Soares
- Crema Luciana Carvalho
- Cruz Paulo Vilela
- Cruz Wesley Jonatar Alves da
- Cunha Erlane José Rodrigues da
- da Rocha Maíra
- da Silva Guimarães José Renan
- da Silva Menger Juliana
- da Silva Elidiomar R.
- da Silva Gustavo Cardoso
- da Silva Júlia Santana
- da Silva Karina Dias
- da Silva Letícia Fernandes
- da Silva Márcio Joaquim
- da Silva Pedro Giovâni
- Daly Douglas
- Damasco Gabriel
- Davis Bradley
- de Abreu Jadson Coelho
- de Albuquerque Emília Zoppas
- de Brito Janaina Gomes
- de Faria Falcão Jéssica Caroline
- de Lima Alves Adriana
- de Matos Liliane Stedile
- de Oliveira Melo Lia
- de Resende Bethânia Oliveira
- de Sousa Gorayeb Inocêncio
- de Toledo José Julio
- Delabie Jacques Hubert Charles
- Demarchi Layon Oreste
- Desidério Gleison Robson
- Deus Claudia Pereira de
- Dias Murilo S.
- do Vale Julio Daniel
- Domingues Tomas F.
- Doria Carolina Rodrigues da Costa
- dos Anjos Marcelo Rodrigues
- Douglas Danyhelton
- Duarte Ritter Camila
- Dumas Leandro Lourenço
- Durgante Flavia
- Dutra Dhâmyla Bruna de Souza
- Dutra Silvia Leitão
- Dáttilo Wesley
- d’Horta Fernando Mendonça
- e Gomes Jerrian Oliveira
- e Pérez Raúl Enriqu Pirela
- Edwards David P.
- Elias Fernando
- Elias Fernando
- Emilio Thaise
- Esposito Maria Cristina
- Espírito Santo Nádia Barbosa
- Espírito-Santo Helder M. V.
- Fares Ana Luisa
- Faria Ana Paula Justino
- Farias Emanuelle de Sousa
- Feitosa Yuri
- Feldpausch Ted R.
- Fernandes Itanna Oliveira
- Fernandes Izaias
- Ferreira Aurélia Bentes
- Ferreira Joice
- Ferreira Joice
- Ferreira Leandro Valle
- Ferreira Nelson, Jr.
- Ferreira-Ferreira Jefferson
- Firmino Viviane
- Flores Bernardo M.
- Florêncio Fernando Prado
- Fontenele Luane
- França Filipe
- França Filipe M.
- Freitas Carlos
- Freitas Madson Antonio Benjamin
- Freitas Marina Guimarães
- Félix Nathalia Silva
- Galuch André V.
- Gama Neto Jaime de Liege
- Gastauer Markus
- Geber Filho Adem Nagibe dos Santos
- Ghidini André Ricardo
- Giacomin Leandro
- Giarrizzo Tommaso
- Giehl Nubia França da Silva
- Godoy Bruno Spacek
- Gomes Vitor Hugo Freitas
- Gontijo Alexandre
- Gonçalves Inês Correa
- Graça Paulo Mauricio de Alencastro
- Griffiths Hannah
- Gris Darlene
- Gualberto Cláudia G.
- Guedes Marcelino Carneiro
- Guedes Matheus L.
- Guedes Matheus L.
- Guerrero Jesús Enrique Burgos
- Guilherme Edson
- Guimaraes Aretha Franklin
- Guimarães David Pedroza
- Görgens Eric Bastos
- Hamada Neusa
- Haugaasen Torbjørn
- Hawes Joseph E.
- Hercos Alexandre
- Hilário Renato Richard
- Holanda de Andrade André Luiz Ramos
- Holmgren Milena
- Householder Ethan
- Irume Mariana Victória
- Isaac Victoria
- Isaac Victoria
- Ivanauskas Natalia Macedo
- Izzo Thiago Junqueira
- Jakovac Catarina C.
- Jardim Gabriela Abrantes
- Juen Leandro
- Juen Leandro
- Junqueira André Braga
- Korasaki Vanesca
- Krolow Tiago Kütter
- Kunz Sustanis Horn
- Landeiro Victor Lemes
- Lanna João
- Laranjeiras Thiago Orsi
- Lasky Jesse R.
- Lasmar Chaim
- Laurance Susan
- Laurance William
- Leal Cecilia G.
- Leal Cecilia G.
- Lees Alexander C.
- Lees Alexander C.
- Leitão Rafael Pereira
- Levis Carolina
- Leão Híngara
- Ligeiro Raphael
- Lima Gisiane Rodrigues
- Lima Jônatas
- Lima Ysadhora Gomes de
- Lobato Cleonice Maria Cardoso
- Lopes Aline
- Lopes Maria Aparecida
- Lourenço Luzia da Silva
- Louzada Julio
- Luize Bruno Garcia
- Luther David
- Machado Tatiana Lemos da Silva
- Maciel Rafaella
- Maciel Rafaella
- Magalhães José Leonardo Lima
- Magnusson William E.
- Mahood Simon
- Maia Laís Ferreira
- Maldaner Maria Eduarda
- Malhi Yadvinder
- Manzatto Angelo Gilberto
- Maracahipes Leandro
- Maracahipes-Santos Leonardo
- Marimon Beatriz S.
- Marimon-Junior Ben Hur
- Marques Elineide E.
- Marsh Charles J.
- Martins Maria Pires
- Martins Mila Ferraz de Oliveira
- Massam Mike R.
- Maximiano Marina Franco de Almeida
- Mazzei Lucas
- Medeiros Herison
- Medeiros Marcelo Brilhante de
- Medeiros Natália
- Melgaço Karina
- Melinski Ramiro Dário
- Melo Lima Diego Viana
- Melo Antonio Willian Flores de
- Melo Bruna Santos Bitencourt de
- Melo Gracilene da Costa de
- Mendes Aguiar Jonas José
- Mendes Keila Rêgo
- Mendes Raimundo N. G., Jr.
- Mendes Thiago Pereira
- Mendonça Fernando P.
- Menezes Andressa Silvana Oliveira de
- Mestre Luiz A. M.
- Metcalf Oliver Charles
- Michelan Thaisa Sala
- Miguel Thiago Barros
- Milheiras Sérgio
- Milliken William
- Miranda Ires Paula de Andrade
- Miranda Patrícia Nakayama
- Montag Luciano Fogaça de Assis
- Monteiro Jr. Cláudio da Silva
- Monteiro Marcília Gabriella Tavares
- Morandi Paulo S.
- Morato Elder Ferreira
- Moreira Felipe F. F.
- Mortati Amanda Frederico
- Moser Pamela
- Moura Mario R.
- Moura Mario R.
- Muelbert Adriane Esquivel
- Muñoz Gutiérrez Jhonatan Andrés
- Naka Luciano Nicolas
- Nascimento Henrique Eduardo Mendonça
- Nascimento Marcelo Trindade
- Nascimento Rodrigo O.
- Nascimento Rodrigo O.
- Navarro Paolucci Lucas
- Nelson Bruce
- Nessimian Jorge Luiz
- Neto Francisco Valente-
- Nichols Elizabeth
- Nienow Samuel
- Nogueira Denis Silva
- Nonato Flávia Alessandra da Silva
- Noriega Jorge Ari
- Noronha Janaína Costa
- Novo Evlyn Márcia Moraes de Leão
- Nunes Cassio A.
- Nunes Cassio A.
- Nunes Luis Gabriel de Oliveira
- o Santos Marcos Pérsi Dantas
- Obermuller Flávio Amorim
- Oliveira Pes Ana Maria
- Oliveira Alexandre Adalardo de
- Oliveira Amanda Batista da Silva de
- Oliveira Cinthia Pereira de
- Oliveira Edmar Almeida de
- Oliveira Fabiana Ferreira de
- Oliveira José Max B., Jr.
- Oliveira Marco Antonio de
- Oliveira Marcus Vinicio Neves D.
- Oliveira Sérgio Augusto Vidal de
- Oliveira Victor Hugo Fonseca
- Oliveira Vívian Campos de
- Oliveira Washington Luis de
- Olivo Neto Antonio Miguel
- Pansonato Marcelo Petratti
- Passos Maria Inês S.
- Paula William Sousa de
- Pauletto Daniela
- Pedroza Diego
- Peixoto Ualerson
- Penagos Cristian Camilo Mendoza
- Pereira Jorge Luiz da Silva
- Peres Carlos A.
- Peruquetti Patricia Santos Ferreira
- Phillips Oliver L.
- Phillips Oliver L.
- Piedade Alexandra Rocha da
- Piedade Maria Teresa Fernandez
- Pombo Maihyra Marina
- Pompeu Paulo dos Santos
- Pontes-Lopes Aline
- Pozzobom Ully Mattilde
- Prado Livia Pires do
- Prance Ghillean T.
- Pringle Elizabeth G.
- Prist Paula
- Prudente Bruno da Silveira
- Puker Anderson
- Pérez-Mayorga María Angélica
- Quaresma Adriano
- Queiroz Antonio C. M.
- Queiroz Helder Lima de
- r Costa Neto Salustiano Vila da
- Raseira Marcelo Bassols
- Rechetelo Juliana
- Reis Fagno
- Reis Leonardo Pequeno
- Resende Angelica F.
- Resende Angelica F.
- Revilla Juan David Cardenas
- Ribas Carla Rodrigues
- Ribeiro José Moacir Ferreira
- Ribeiro Sabina Cerruto
- Ribeiro Sérvio Pontes
- Ribeiro Vanessa Soares
- Rodrigues Domingos de Jesus
- Rodrigues Silvia Barbosa
- Rodrigues Taís Helena Araujo
- Roque Fabio de Oliveira
- Rosa Dian Carlos Pinheiro
- Rosalino Luís Miguel do Carmo
- Rousseau Guillaume Xavier
- Ruschel Ademir
- Rutt Cameron L.
- Salcedo Ana Karina Moreyra
- Sales Francisco Matheus da Silva
- Salles Frederico Falcão
- Salomão Rafael P.
- Salomão Renato Portela
- Santana Edrielly Carolinne Carvalho de
- Santana Flávia Delgado
- Santiago Wagner Tadeu Vieira
- Santos Ferreira Victor Rennan
- Santos Neto Cláudio Rabelo dos
- Santos Allan Paulo Moreira dos
- Santos Bruno Borges
- Santos Cleverson Rannieri Meira dos
- Santos Cássia Anicá dos
- Santos Deane Cabral dos
- Santos Ednaira Alencar dos
- Santos Isis Caroline Siqueira
- Santos Jean Carlos
- Santos Talitha Ferreira dos
- Sarmento Priscila S. de M.
- Schietti Juliana
- Schietti Juliana
- Schmidt Fernando Augusto
- Schmidt Fernando Augusto
- Schwartz Gustavo
- Schöngart Jochen
- Scudeller Veridiana Vizoni
- Shimabukuro Yosio Edemir
- Shimano Yulie
- Shutt Jack
- Shutt Jack
- Silva Brito Joás
- Silva Camila V. J.
- Silva Celice Alexandre
- Silva Dennis Rodrigues da
- Silva Diego Armando Silva da
- Silva Fernando Augusto Barbosa
- Silva José Orlando de Almeida
- Silva Otávio Guilherme Morais da
- Silva Sonaira Souza da
- Silva Thiago Sanna Freire
- Silva Victória de Nazaré Gama
- Silva Wegliane Campelo da
- Silva Wheriton Fernando Moreira da
- Silvano Renato Azevedo Matias
- Silveira Juliana M.
- Silveira Juliana M.
- Silveira Luis Fábio
- Silveira Marcos
- Silveira Maria Aurea Pinheiro de Almeida
- Silvério Divino V.
- Simon Marcelo Fragomeni
- Siqueira Emely Laiara Silva de
- Sousa Sidney Araújo de
- Sousa Thaiane
- Souto Paula
- Souza Flávia Kelly Siqueira de
- Souza Jorge Luiz Pereira de
- Souza Mateus Fernando de
- Souza Márcia Regina de
- Souza Priscila
- Stegmann Lis
- Stegmann Lis
- Storck-Tonon Danielle
- Stropp Juliana
- Targhetta Natalia
- ter Steege Hans
- ter Steege Hans
- Todeschini Felipe
- Triana Stefania Pinzón
- Uehara-Prado Marcio
- van den Berg Eduardo
- Vasconcelos Heraldo L.
- Vaz-de-Mello Fernando
- Vaz-de-Mello Fernando
- Vedovato Laura Barbosa
- Venticinque Eduardo M.
- Venticinque Eduardo M.
- Veras Daniel Silas
- Vicentini Alberto
- Vidal Edson
- Vieira Daniel Luis Mascia
- Vieira Ima Célia Guimarães
- Vieira Ima Célia Guimarães
- Vieira Lisandro
- Vieira Simone Aparecida
- Villa Boris
- Vital Marcos José Salgado
- Vulinec Kevina
- Wilker Icaro
- Williamson Bruce
- Wittmann Florian
- Wolfe Jared
- Yamamoto Kedma Cristine
- Zanetti Ronald
- Zanzini Antonio Carlos da Silva
- Zanzini Lucas Pereira
- Zuanon Jansen
- Zuanon Jansen
- Publication venue
- Elsevier
- Publication date
- 08/11/2023
- Field of study
Pervasive gaps in Amazonian ecological research
- Author
- Aguiar Daniel Praia Portela de
- Aguiar Hilton Jeferson Alves Cardoso de
- Albernaz Ana Luisa
- Albuquerque Bianca Weiss
- Aleixo Alexandre
- Alencar Luana
- Almeida Daniely da Frota
- Almeida Marllus Rafael Negreiros
- Almeida Morgana
- Almeida Rony Peterson Santos
- Almeida Wanessa Rejane de
- Alvarado Swanni T
- Alverga Paula Palhares de Polari
- Alves da Rosa Clarissa
- Alves-Martins Fernanda
- Alves-Martins Fernanda
- Amado Lílian Lund
- Amaral Dário Dantas do
- Anacléto Maria José Pinheiro
- Andrade Ana Luiza
- Andrade Rafael Barreto de
- Andrade-Silva Joudellys
- Andresen Ellen
- Andretti Christian Borges
- Andriolo Aline
- André Thiago
- Anjos Diego V
- Aragão Luiz
- Aragão Luiz
- Arantes Caroline C
- Arenas Edith Rosario Clemente
- Arrolho Solange
- Arruda Filipe Viegas de
- Assis Rafael Leandro de
- Azara Ludson
- Azevêdo Carlos Augusto Silva de
- Baccaro Fabricio B
- Baccaro Fabricio B
- Baider Cláudia
- Baker Timothy R
- Barbosa Edelcilio Marques
- Barbosa Julianna Freires
- Barbosa Reinaldo Imbrozio
- Barbosa Thiago Augusto Pedroso
- Barlow Jos
- Barlow Jos
- Barni Paulo Eduardo
- Barros Gabriel Gazzana
- Barroso Jorcely G
- Barthem Ronaldo
- Bastos Douglas
- Bastos Rafael Costa
- Batista Anderson Pedro Bernadina
- Begot Tiago Octavio
- Beiroz Wallace
- Benetti Cesar João
- Benone Naraiana Loureiro
- Bentos Tony Vizcarra
- Berenguer Erika
- Berenguer Erika
- Bispo Pitágoras C
- Boldrini Rafael
- Bonates Luiz Carlos de Matos
- Borba Gabriel Costa
- Borges Augusto
- Borges Luiz Henrique Medeiros
- Borges Sérgio Henrique
- Braga Danielle de Lima
- Braga Rafael Benzi
- Brando Paulo
- Brasil Leandro Schlemmer
- Brejão Gabriel Lourenço
- Brito Maiara Tábatha da Silva
- Brito Thaline de Freitas
- Brocardo Carlos Rodrigo
- Brown Irving Foster
- Brulinger Luciane Ferreira Barbosa
- Bueno Anderson S
- Cabeceira Fernando Gonçalves
- Cabette Helena Soares Ramos
- Cabral Guilherme Sampaio
- Cajaiba Reinaldo Lucas
- Callisto Marcos
- Calor Adolfo Ricardo
- Calvão Lenize Batista
- Camargo José Luís
- Camargo Plínio Barbosa de
- Campana Débora Rodrigues de Souza
- Campos Nubia
- Campos-Filho Eduardo Malta
- Cardoso Maira Rodrigues
- Carim Marcelo de Jesus Veiga
- Carmo Guilherme Henrique Pompiano do
- Carniello Maria Antonia
- Carpanedo Rainiellen de Sá
- Carreiras João
- Carvalho Fernanda Antunes
- Carvalho Fernando Geraldo
- Carvalho Fernando Rogério de
- Carvalho Karine Santana
- Carvalho Lidiany Camila da Silva
- Carvalho Lucélia Nobre
- Carvalho Raquel L
- Carvalho Raquel L
- Casadei-Ferreira Alexandre
- Casatti Lílian
- Castello Leandro
- Castello Leandro
- Castilho Carolina
- Castro Arlison Bezerra
- Castro Flávio Siqueira de
- Castro Wendeson
- Catarino Michel
- Cavalheiro Larissa
- Cerqueira Silva Július César
- Cerqueira Pablo Vieira
- Cintra Bruno BL
- Cochrane Mark A
- Coelho de Souza Fernanda
- Coelho Luiz de Souza
- Coletti Fabrício
- Cordeiro Carlos Leandro
- Cornelius Cintia
- Correa Anne Sthephane AS
- Costa Batista Michela
- Costa Daniel da Silva
- Costa Flavia RC
- Costa Flavia RC
- Costa Janaina Barbosa Pedrosa
- Costa Jessica Gomes
- Costa Maria Katiane Sousa
- Costa Marília Maria Silva da
- Couceiro Sheyla Regina Marques
- Cravo Jessica Soares
- Crema Luciana Carvalho
- Cruz Paulo Vilela
- Cruz Wesley Jonatar Alves da
- Cunha Erlane José Rodrigues da
- da Rocha Maíra
- da Silva Guimarães José Renan
- da Silva Menger Juliana
- da Silva Elidiomar R
- da Silva Gustavo Cardoso
- da Silva Júlia Santana
- da Silva Karina Dias
- da Silva Letícia Fernandes
- da Silva Márcio Joaquim
- da Silva Rogério Rosa
- Daly Douglas
- Damasco Gabriel
- Davis Bradley
- de Abreu Jadson Coelho
- de Albuquerque Emília Zoppas
- de Brito Janaina Gomes
- de Faria Falcão Jéssica Caroline
- de Lima Alves Adriana
- de Matos Liliane Stedile
- de Oliveira Melo Lia
- de Resende Bethânia Oliveira
- de Sousa Gorayeb Inocêncio
- de Toledo José Julio
- Delabie Jacques Hubert Charles
- Demarchi Layon Oreste
- Desidério Gleison Robson
- Deus Claudia Pereira de
- Dias Murilo S
- do Vale Julio Daniel
- Domingues Tomas F
- Doria Carolina Rodrigues da Costa
- dos Anjos Marcelo Rodrigues
- Douglas Danyhelton
- Duarte Ritter Camila
- Dumas Leandro Lourenço
- Durgante Flavia
- Dutra Dhâmyla Bruna de Souza
- Dutra Silvia Leitão
- Dáttilo Wesley
- d’Horta Fernando Mendonça
- e Gomes Jerrian Oliveira
- e Pérez Raúl Enriqu Pirela
- Edwards David P
- Elias Fernando
- Elias Fernando
- Emilio Thaise
- Esposito Maria Cristina
- Espírito Santo Nádia Barbosa
- Espírito-Santo Helder MV
- Fadini Rodrigo Ferreira
- Fares Ana Luisa
- Faria Ana Paula Justino
- Farias Emanuelle de Sousa
- Feitosa Rodrigo Machado
- Feitosa Yuri
- Feldpausch Ted R
- Fernandes Itanna Oliveira
- Fernandes Izaias
- Ferreira Aurélia Bentes
- Ferreira Joice
- Ferreira Joice
- Ferreira Leandro Valle
- Ferreira Nelson
- Ferreira-Ferreira Jefferson
- Firmino Viviane
- Flores Bernardo M
- Florêncio Fernando Prado
- Fontenele Luane
- França Filipe
- França Filipe M
- Freitas Carlos
- Freitas Madson Antonio Benjamin
- Freitas Marina Guimarães
- Félix Nathalia Silva
- Galuch André V
- Gama Neto Jaime de Liege
- Gastauer Markus
- Geber Filho Adem Nagibe dos Santos
- Ghidini André Ricardo
- Giacomin Leandro
- Giarrizzo Tommaso
- Giehl Nubia França da Silva
- Godoy Bruno Spacek
- Gomes Vitor Hugo Freitas
- Gontijo Alexandre
- Gonçalves Inês Correa
- Graça Paulo Mauricio de Alencastro
- Griffiths Hannah
- Gris Darlene
- Gualberto Cláudia G
- Guedes Marcelino Carneiro
- Guedes Matheus L
- Guedes Matheus L
- Guerrero Jesús Enrique Burgos
- Guilherme Edson
- Guimaraes Aretha Franklin
- Guimarães David Pedroza
- Görgens Eric Bastos
- Hamada Neusa
- Haugaasen Torbjørn
- Hawes Joseph E
- Hercos Alexandre
- Hilário Renato Richard
- Holanda de Andrade André Luiz Ramos
- Holmgren Milena
- Householder Ethan
- i Silva Pedro Giovân da
- Irume Mariana Victória
- Isaac Victoria
- Isaac Victoria
- Ivanauskas Natalia Macedo
- Izzo Thiago Junqueira
- Jakovac Catarina C
- Jardim Gabriela Abrantes
- Juen Leandro
- Juen Leandro
- Junqueira André Braga
- Korasaki Vanesca
- Koroiva Ricardo
- Krolow Tiago Kütter
- Kunz Sustanis Horn
- Landeiro Victor Lemes
- Lanna João
- Laranjeiras Thiago Orsi
- Lasky Jesse R
- Lasmar Chaim
- Laurance Susan
- Laurance William
- Leal Cecilia G
- Leal Cecilia G
- Lees Alexander C
- Lees Alexander C
- Leitão Rafael Pereira
- Levis Carolina
- Leão Híngara
- Ligeiro Raphael
- Lima Gisiane Rodrigues
- Lima Jônatas
- Lima Ysadhora Gomes de
- Lobato Cleonice Maria Cardoso
- Lopes Aline
- Lopes Maria Aparecida
- Lourenço Luzia da Silva
- Louzada Julio
- Luize Bruno Garcia
- Luther David
- Machado Tatiana Lemos da Silva
- Maciel Rafaella
- Maciel Rafaella
- Magalhães José Leonardo Lima
- Magnusson William E
- Mahood Simon
- Maia Laís Ferreira
- Maldaner Maria Eduarda
- Malhi Yadvinder
- Manzatto Angelo Gilberto
- Maracahipes Leandro
- Maracahipes-Santos Leonardo
- Mariano Rodolfo
- Marimon Beatriz S
- Marimon-Junior Ben Hur
- Marques Elineide E
- Marsh Charles J
- Martins Maria Pires
- Martins Mila Ferraz de Oliveira
- Martins Renato Tavares
- Massam Mike R
- Matavelli Rodrigo
- Maximiano Marina Franco de Almeida
- Mazzei Lucas
- Medeiros Herison
- Medeiros Marcelo Brilhante de
- Medeiros Natália
- Melgaço Karina
- Melinski Ramiro Dário
- Melo Lima Diego Viana
- Melo Antonio Willian Flores de
- Melo Bruna Santos Bitencourt de
- Melo Gracilene da Costa de
- Mendes Aguiar Jonas José
- Mendes Keila Rêgo
- Mendes Raimundo NG
- Mendes Thiago Pereira
- Mendonça Fernando P
- Menezes Andressa Silvana Oliveira de
- Mestre Luiz AM
- Metcalf Oliver Charles
- Michelan Thaisa Sala
- Miguel Thiago Barros
- Milheiras Sérgio
- Milliken William
- Miranda Ires Paula de Andrade
- Miranda Patrícia Nakayama
- Montag Luciano Fogaça de Assis
- Monteiro Jr. Cláudio da Silva
- Monteiro Marcília Gabriella Tavares
- Morandi Paulo S
- Morato Elder Ferreira
- Moreira Felipe FF
- Mormul Roger Paulo
- Mortati Amanda Frederico
- Moser Pamela
- Moura Mario R
- Moura Mario R
- Muelbert Adriane Esquivel
- Muñoz Gutiérrez Jhonatan Andrés
- Naka Luciano Nicolas
- Nascimento Henrique Eduardo Mendonça
- Nascimento Marcelo Trindade
- Nascimento Rodrigo O
- Nascimento Rodrigo O
- Navarro Paolucci Lucas
- Nelson Bruce
- Nessimian Jorge Luiz
- Neto Francisco Valente-
- Nichols Elizabeth
- Nienow Samuel
- Nogueira Denis Silva
- Nonato Flávia Alessandra da Silva
- Noriega Jorge Ari
- Noronha Janaína Costa
- Novo Evlyn Márcia Moraes de Leão
- Nunes Cassio A
- Nunes Cassio A
- Nunes Luis Gabriel de Oliveira
- o Santos Marcos Pérsi Dantas
- Obermuller Flávio Amorim
- Oliveira Pes Ana Maria
- Oliveira Alexandre Adalardo de
- Oliveira Amanda Batista da Silva de
- Oliveira Cinthia Pereira de
- Oliveira Edmar Almeida de
- Oliveira Fabiana Ferreira de
- Oliveira José Max B
- Oliveira Marco Antonio de
- Oliveira Marcus Vinicio Neves D
- Oliveira Rodrigo Leonardo Costa de
- Oliveira Sérgio Augusto Vidal de
- Oliveira Victor Hugo Fonseca
- Oliveira Vívian Campos de
- Oliveira Washington Luis de
- Olivo Neto Antonio Miguel
- Pansonato Marcelo Petratti
- Passos Maria Inês S
- Paula William Sousa de
- Pauletto Daniela
- Pedroza Diego
- Peixoto Ualerson
- Penagos Cristian Camilo Mendoza
- Perdiz Ricardo de Oliveira
- Pereira Jorge Luiz da Silva
- Peres Carlos A
- Peruquetti Patricia Santos Ferreira
- Phillips Oliver L
- Phillips Oliver L
- Piedade Alexandra Rocha da
- Piedade Maria Teresa Fernandez
- Pombo Maihyra Marina
- Pompeu Paulo dos Santos
- Pontes-Lopes Aline
- Pozzobom Ully Mattilde
- Prado Livia Pires do
- Prance Ghillean T
- Pringle Elizabeth G
- Prist Paula
- Prudente Bruno da Silveira
- Puker Anderson
- Pérez-Mayorga María Angélica
- Quaresma Adriano
- Queiroz Antonio CM
- Queiroz Helder Lima de
- r Costa Neto Salustiano Vila da
- Raseira Marcelo Bassols
- Rechetelo Juliana
- Reis Fagno
- Reis Leonardo Pequeno
- Resende Angelica F
- Resende Angelica F
- Revilla Juan David Cardenas
- Ribas Carla Rodrigues
- Ribeiro José Moacir Ferreira
- Ribeiro Rodrigo Arison Barbosa
- Ribeiro Sabina Cerruto
- Ribeiro Sérvio Pontes
- Ribeiro Vanessa Soares
- Rodrigues Domingos de Jesus
- Rodrigues Silvia Barbosa
- Rodrigues Taís Helena Araujo
- Roque Fabio de Oliveira
- Rosa Dian Carlos Pinheiro
- Rosalino Luís Miguel do Carmo
- Rousseau Guillaume Xavier
- Ruschel Ademir
- Rutt Cameron L
- s de Lima Robson Borge
- Salcedo Ana Karina Moreyra
- Sales Francisco Matheus da Silva
- Salles Frederico Falcão
- Salomão Rafael P
- Salomão Renato Portela
- Santana Edrielly Carolinne Carvalho de
- Santana Flávia Delgado
- Santiago Wagner Tadeu Vieira
- Santos Ferreira Victor Rennan
- Santos Neto Cláudio Rabelo dos
- Santos Allan Paulo Moreira dos
- Santos Bruno Borges
- Santos Cleverson Rannieri Meira dos
- Santos Cássia Anicá dos
- Santos Deane Cabral dos
- Santos Ednaira Alencar dos
- Santos Isis Caroline Siqueira
- Santos Jean Carlos
- Santos Talitha Ferreira dos
- Sarmento Priscila S de M
- Schietti Juliana
- Schietti Juliana
- Schmidt Fernando Augusto
- Schmidt Fernando Augusto
- Schwartz Gustavo
- Schöngart Jochen
- Scudeller Veridiana Vizoni
- Shimabukuro Yosio Edemir
- Shimano Yulie
- Shutt Jack
- Shutt Jack
- Silva Brito Joás
- Silva Camila VJ
- Silva Celice Alexandre
- Silva Dennis Rodrigues da
- Silva Diego Armando Silva da
- Silva Fernando Augusto Barbosa
- Silva José Orlando de Almeida
- Silva Otávio Guilherme Morais da
- Silva Ricardo José da
- Silva Richarlly da Costa
- Silva Robson dos Santos Alves da
- Silva Sonaira Souza da
- Silva Thiago Sanna Freire
- Silva Victória de Nazaré Gama
- Silva Wegliane Campelo da
- Silva Wheriton Fernando Moreira da
- Silvano Renato Azevedo Matias
- Silveira Juliana M
- Silveira Juliana M
- Silveira Luis Fábio
- Silveira Marcos
- Silveira Maria Aurea Pinheiro de Almeida
- Silvério Divino V
- Simon Marcelo Fragomeni
- Siqueira Emely Laiara Silva de
- Solar Ricardo
- Sousa Sidney Araújo de
- Sousa Thaiane
- Souto Paula
- Souza Flávia Kelly Siqueira de
- Souza Jorge Luiz Pereira de
- Souza Mateus Fernando de
- Souza Márcia Regina de
- Souza Priscila
- Stegmann Lis
- Stegmann Lis
- Storck-Tonon Danielle
- Stropp Juliana
- Targhetta Natalia
- ter Steege Hans
- ter Steege Hans
- Todeschini Felipe
- Triana Stefania Pinzón
- Uehara-Prado Marcio
- van den Berg Eduardo
- Vasconcelos Heraldo L
- Vaz-de-Mello Fernando
- Vaz-de-Mello Fernando
- Vedovato Laura Barbosa
- Venticinque Eduardo M
- Venticinque Eduardo M
- Veras Daniel Silas
- Vicente Ricardo Eduardo
- Vicentini Alberto
- Vidal Edson
- Vieira Daniel Luis Mascia
- Vieira Ima Célia Guimarães
- Vieira Ima Célia Guimarães
- Vieira Lisandro
- Vieira Simone Aparecida
- Villa Boris
- Vital Marcos José Salgado
- Vulinec Kevina
- Wilker Icaro
- Williamson Bruce
- Wittmann Florian
- Wolfe Jared
- Yamamoto Kedma Cristine
- Zanetti Ronald
- Zanzini Antonio Carlos da Silva
- Zanzini Lucas Pereira
- Zuanon Jansen
- Zuanon Jansen
- Publication venue
- Elsevier (Cell Press)
- Publication date
- 19/07/2023
- Field of study
Biodiversity loss is one of the main challenges of our time,1,2 and attempts to address it require a clear understanding of how ecological communities respond to environmental change across time and space.3,4 While the increasing availability of global databases on ecological communities has advanced our knowledge of biodiversity sensitivity to environmental changes,5,6,7 vast areas of the tropics remain understudied.8,9,10,11 In the American tropics, Amazonia stands out as the world's most diverse rainforest and the primary source of Neotropical biodiversity,12 but it remains among the least known forests in America and is often underrepresented in biodiversity databases.13,14,15 To worsen this situation, human-induced modifications16,17 may eliminate pieces of the Amazon's biodiversity puzzle before we can use them to understand how ecological communities are responding. To increase generalization and applicability of biodiversity knowledge,18,19 it is thus crucial to reduce biases in ecological research, particularly in regions projected to face the most pronounced environmental changes. We integrate ecological community metadata of 7,694 sampling sites for multiple organism groups in a machine learning model framework to map the research probability across the Brazilian Amazonia, while identifying the region's vulnerability to environmental change. 15%–18% of the most neglected areas in ecological research are expected to experience severe climate or land use changes by 2050. This means that unless we take immediate action, we will not be able to establish their current status, much less monitor how it is changing and what is being lost
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Ali-Mohammadzadeh Behnam
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- Ayalatorres M.
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Bazo J.L.
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Batista das Chagas Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Anibal
- Bezerra Thiago
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
- Bordoni Stefania
- Borkum Aran
- Bostan Nilay
- Bour Petr
- Boyden Daniel
- Bracinik Juraj
- Braga Davide
- Brailsford Dominic
- Branca Antonio
- Brandt Andrew
- Bremer Johan
- Brew Christopher
- Brice Stephen
- Brizzolari Claudia
- Bromberg Carl
- Brooke Jim
- Bross Alan
- Brunetti Giulia
- Brunetti Maria
- Buchanan Norman
- Budd Howard
- Butorov Ilia
- Cagnoli Irene
- Cai Tejin
- Caiulo Davide
- Calabrese Roberto
- Calafiura Paolo
- Calcutt Jacob
- Calin Marius
- Calvez Steven
- Calvo Enrique
- Caminata Alessio
- Campos Benitez Axel
- Caratelli David
- Carber Daniel
- Carceller Juan Miguel
- Carini Gabriella
- Carlus Bruno
- Carneiro Mateus
- Carniti Paolo
- Caro Terrazas Ivan
- Carranza Hector
- Carroll Thomas
- Castaño Forero Javier
- Castillo Andrés
- Castromonte Cesar
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chavarry Neyra Michael Steve
- Chen Hucheng
- Chen Mu-Chun
- Chen Yifan
- Chen Zheyang
- Chen-Wishart Zachary
- Cheon Yoolim
- Cherdack Daniel
- Chi Cheng-Yi
- Childress Sam
- Chirco Robert
- Chiriacescu Ana
- Cho Kihyeon
- Choate Sarah
- Chokheli David
- Chong Pooi
- Christensen Anne
- Christian David
- Christodoulou Georgios
- Chukanov Artem
- Chung Moses
- Church Eric
- Cicero Valentina
- Clarke Peter
- Cline Gordon
- Coan Thomas
- Cocco Alfredo
- Coelho Joao
- Collot Johann
- Colton Nicole
- Conley Erin
- Conley Robert
- Conrad Janet M.
- Convery Mark
- Copello Simone
- Cova Paolo
- Cremaldi Lucien
- Cremonesi Linda
- Crespo-Anadón José
- Crisler Michael
- Cristaldo Esteban
- Crnkovic Jason
- Cross Ryan
- Cudd Andrew
- Cuesta Clara
- Cui Yanou
- Cussans David
- da Motta Helio
- da Silva Peres Leonardo
- Dai Joel
- Dalager Olivia
- David Claire
- David Quentin
- Davies Gavin
- Davini Stefano
- Dawson Jaime
- de Bonis Isabelle
- de Gouvea Andre
- de Holanda Pedro
- de Icaza Astiz Iker
- de Jong Paul
- de Leo Veronica
- de Lurgio Patrick
- de Mello Neto Joao
- de Roeck Albert
- de Romeri Valentina
- de Souza Greg
- De I.
- De Kaushik
- De P.
- De P.C.
- De Shruti
- De V.
- Debbins Paul
- Decowski M. Patrick
- Deisting Alexander
- Delbart Alain
- Delepine David
- Delgado Maritza
- Dell'Acqua Andrea
- Delmonte Nicola
- Demuth David
- Dennis Steve
- Densham Chris
- Deptuch Grzegorz
- Devi Ritu
- Dharmapalan Ranjan
- Di Capua Francesco
- Di Domenico Antonio
- Di Domizio Sergio
- Di Giulio Letizia
- Di Noto Lea
- Di A.
- Dias Marco
- Diaz Jorge S.
- Ding Pengfei
- Dirkx Glenn
- Distefano Carla
- Diurba Richard
- Diwan Milind
- Djurcic Zelimir
- Doering Dionisio
- Dolan Stephen
- Dolek Furkan
- Dolinski Michelle J.
- Domine Laura
- Donon Yann
- Douglas Daniel
- Dragone Angelo
- Drake Gary
- Drielsma Francois
- Duarte Laura Cristina
- Duchesneau Dominique
- Duffy Kirsty
- Dunne Patrick
- Dutta Bhaskar
- Duyang Hongyue
- Dvornikov Olexiy
- Dwyer Daniel A.
- Dyshkant Alexandre S.
- Díaz Felix
- Eads Michael
- Earle Antony
- Edmunds Daniel
- Eisch Jonathan
- Emberger Lorenz
- Emery Sandrine
- Englezos Panagiotis
- Ereditato Antonio
- Erjavec Tyler
- Escobar Carlos O.
- Escudero Sanchez Lorena
- Eurin Guillaume
- Evans Justin
- Ewart Erin
- Ezeribe Anthony
- Fahey Kevin
- Fajardo L.S. Gomez
- Falcone Andrea
- Fani Mattia
- Farnese Christian
- Farzan Yasaman
- Fedoseev Dmitry
- Felix Julian
- Feng Yue
- Fernandez Menendez Pablo
- Fernandez-Martinez Enrique
- Ferraro Federico
- Fields Laura
- Filip Peter
- Filthaut Frank
- Fine Robert
- Fiorillo Giuliana
- Fiorini Massimiliano
- Fischer Vincent
- Fitzpatrick Rory
- Flanagan Will
- Fleming Bonnie
- Flight Robert
- Fogarty Sam
- Foreman Will
- Fowler Jack
- Fox Walt
- Franc Jiri
- Francis Kurt
- Franco Domenico
- Freeman John
- Freestone Julian
- Fried Jack
- Friedland Alex
- Fuess Stu
- Furic Ivan
- Furman Krzysztof
- Furmanski Andrew
- Gabrielli Alessandro
- Gago A.M.
- Gallagher Hugh
- Gallas Alexandre
- Gallego-Ros Ana
- Gallegoros A.
- Gallice Niccolo
- Galymov Vyacheslav
- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
- Ganguly Sudeshna
- Gao Fan
- Gao Shanshan
- Garcia-Gamez Diego
- García- M.A.
- García-Peris Miguel
- Gardiner Steven
- Gastler Dan
- Gauvreau Jean-Luc
- Gauzzi Paolo
- Ge Guanqun
- Geffroy Nicolas
- Gelli Bruno
- Gendotti Adamo
- Gent Stephen
- Ghorbani-Moghaddam Zahra
- Giammaria Paola
- Giammaria Tommaso
- Giangiacomi Nico
- Gibin Daniele
- Gil-Botella Ines
- Gilligan Sean
- Girerd Claude
- Giri Anjan Kumar
- Gnani Dario
- Gogota Olga
- Gold Michael
- Gollapinni Sowjanya
- Gollwitzer Keith
- Gomes Ricardo
- Gomez Bermeo Laura Vanessa
- Gomez L.
- Gonnella Francesco
- Gonzalez-Diaz Diego
- Gonzalez-Lopez Manuel
- González Caamaño David
- González D.
- Goodman Maury
- Goodwin Owen
- Goswami Srubabati
- Gotti Claudio
- Goudzovski Evgueni
- Grace Carl
- Gran Rik
- Granados Everardo
- Granger Pierre
- Grant Christopher
- Gratieri Diego
- Green Patrick
- Green Steven
- Greenberg Stephen
- Greenler Leland
- Greer Joel
- Grenard Jean-Louis
- Griffith Clark
- Groh Micah
- Grudzinski James
- Grzelak Katarzyna
- Gu Wenqiang
- Guardincerri Elena
- Guarino Victor
- Guarise Marco
- Guenette Roxanne
- Guerard Eric
- Guerzoni Marco
- Guffanti Daniele
- Guglielmi Alberto
- Guo Bing
- Gupta Aseem
- Gupta Vikas
- Guthikonda K.K.
- Guzowski Pawel
- Guzzo Marcelo
- Gwon Sunwoo
- Ha Chang Hyon
- Haaf Kevin
- Habig Alec
- Hadavand Haleh
- Haenni Roger
- Hahn Alan
- Haiston James
- Hamacher-Baumann Philip
- Hamacherbaumann P.
- Hamernik Thomas
- Hamilton Philip
- Han Jiyeon
- Harris Deborah
- Hartnell Jeffrey
- Hartnett Trevor
- Harton John
- Hasegawa Takyua
- Hasnip Ciaran
- Hatcher Robert
- Hatfield Kaleb
- Hatzikoutelis Athanasios
- Hayes Christopher
- Hayrapetyan Karen
- Hays Jonathan
- Hazen Eric
- He Muyuan
- Heavey Anne
- Heeger Karsten
- Heise Jaret
- Henry Sarah
- Hernandez Morquecho Miguel Angel
- Herner Kenneth
- Hewes Jeremy
- Hilgenberg Christopher
- Hill Tony
- Hillier Stephen
- Himmel Alexander
- Hinkle Elise
- Hirsch Luciana
- Ho Johnny
- Hoff James
- Holin Anna
- Hoppe Eric
- Horton-Smith Glenn
- Hostert Matheus
- Hourlier Adrien
- Howard Bruce
- Howell Ryan
- Hristova Ivana
- Hronek Maxine
- Huang Junying
- Hulcher Zachary
- Iles Gregory
- Ilic Nikolina
- Iliescu Antoniu
- Illingworth Robert
- Ingratta Gianfranco
- Ioannisian Ara
- Irwin Burke
- Isenhower Larry
- Itay Ran
- Jackson Christopher
- Jain Vivek
- James Eric
- Jang Wooyoung
- Jargowsky Benjamin
- Jediny Filip
- Jena Deepika
- Jeong Yu Seon
- Jesús-Valls César
- Ji Xiangpan
- Jiang Junjie
- Jiang Libo
- Jiménez Sergio
- Jipa Alexandru
- Joaquim Filipe
- Johnson Walker
- Johnston Nicholas
- Jones Benjamin
- Judah Matthew
- Jung Chang Kee
- Junk Thomas
- Jwa Yeon-Jae
- Kabirnezhad Monireh
- Kaboth Asher
- Kadenko Igor
- Kakorin Igor
- Kalitkina Anastasia
- Kalra Daisy
- Kamiya Felipe
- Kaplan Daniel
- Karagiorgi Georgia
- Karaman Gurkan
- Karcher Armin
- Karolak Mark
- Karyotakis Yannis
- Kasai Seiji
- Kasetti Siva
- Kashur Lane
- Kazaryan Narine
- Kearns Edward
- Keener Paul
- Kelly Kevin
- Kemp Ernesto
- Kemularia Otari
- Ketchum Wes
- Kettell Steve
- Khabibullin Marat
- Khotjantsev Alexei
- Khvedelidze Arsen
- Kim Doojin
- King Bonnie
- Kirby Brian
- Kirby Mike
- Klein Joshua
- Klustova Anezka
- Kobilarcik Thomas
- Koehler Kevin
- Koerner Lisa
- Koh D.H.
- Kohn Sam
- Koller Patrick
- Kolupaeva Liudmila
- Korablev Denis
- Kordosky Mike
- Kosc Thomas
- Kose Umut
- Kostelecky V. Alan
- Kothekar Kunal
- Kralik Robert
- Kreczko Luke
- Krennrich Frank
- Kreslo Igor
- Kropp William
- Kroupova Tereza
- Kubota Shion
- Kudenko Yury
- Kudryavtsev Vitaly
- Kuhlmann Stephen
- Kulagin Sergey
- Kumar Jason
- Kumar Praveen
- Kunze Pablo
- Kuravi Ramachandra
- Kurita Nadine
- Kuruppu Chatura
- Kus Vaclav
- Kutter Thomas
- Kvasnicka Jiri
- Kwak Donghyun
- Lambert Andrew
- Land Benjamin
- Lane Charles
- Lang Karol
- Langford Thomas
- Langstaff Mark
- Larkin Jacob
- Lasorak Pierre
- Last David
- Laundrie Andy
- Laurenti Giuliano
- Lawrence Andrew
- Lazanu Ionel
- Lazur Ryan
- Lazzaroni Massimo
- Le Trung
- Leardini Sara
- Learned John
- Lebrun Patrice
- Lecompte Thomas
- Lee Claire
- Lee Soo Yeon
- Lehmann Miotto Giovanna
- Lehnert Ralf
- Leigui de Oliveira M.A.
- Leitner Matthaeus
- Lepin Luis
- Li Shirley W.
- Li Yichen
- Liao Heng-Ye
- Lin Cheng-Ju Stephen
- Lin Qing
- Lin Shih-Kai
- Lineros Roberto
- Ling Jiajie
- Lister Adam
- Littlejohn Bryce
- Liu Junze
- Liu Yinrui
- Lockwitz Sarah
- Loew Timothy
- Lokajicek Milos
- Lomidze Irakli
- Long Ken
- Lord Tom
- Losecco John M.
- Louis William
- Lu Xianguo
- Luk Kam-Biu
- Lunday Benjamin
- Luo Xiao
- Luppi Eleonora
- Lux Thorsten
- Luzio Vitor
- Maalmi Jihane
- Macfarlane David
- Machado Ana Amelia
- Machado Pedro
- Macias Christopher Thomas
- Macier Jolie R.
- Maddalena Antonello
- Madera Alfonso
- Madigan Peter
- Magill Steve
- Mahn Kendall
- Maio Amélia
- Major Adryanna
- Maloney James
- Mandrioli Gianni
- Mandujano Roberto
- Maneira José
- Manenti Laura
- Manly Steve
- Mann Anthony
- Manolopoulos Konstantinos
- Manrique Plata Maria
- Manyam Venkata
- Marchan Miquel
- Marchionni Alberto
- Marciano William
- Marfatia Danny
- Mariani Camillo
- Maricic Jelena
- Marie Rodolphe
- Marinho Franciole
- Marino Alysia
- Markiewicz Thomas
- Marsden David
- Marshak Marvin
- Marshall Chris
- Marshall John
- Marteau Jacques
- Martinez Caicedo David
- Martinez Norman
- Martynenko Sergey
- Martín-Albo Justo
- Martínez Miravé Pablo
- Mascagna Valerio
- Mason Katie
- Mastbaum Andrew
- Matichard Fabrice
- Matsuno Shigenobu
- Matthews James
- Mauger Christopher
- Mauri Nicoletta
- Mavrokoridis Konstantinos
- Mawby Isobel
- Mazza Roberto
- Mazzacane Anna
- Mazzucato Edoardo
- Mcaskill Tracy
- Mccluskey Elaine
- Mcconkey Nicola
- Mcfarland Kevin
- Mcgrew Clark
- Mcnab Andrew
- Mefodiev Alexander
- Mehta Poonam
- Melas Pantelis
- Mena Olga
- Mendez Hector
- Mendez Patricia
- Menegolli A.
- Meng Guang
- Messier Mark
- Metcalf William
- Mewes Matthew
- Meyer Holger
- Miao Ting
- Michna Gregory
- Mikola Veera
- Milincic Radovan
- Miller Graham
- Miller William
- Mills Joshua
- Mineev Oleg
- Minotti Alessandro
- Miranda Omar
- Miryala Sandeep
- Mishra C. Shekhar
- Mishra Sanjib R.
- Mislivec Aaron
- Mitchell Mote
- Mladenov Dimitar
- Mocioiu Irina
- Moffat Kristian
- Moggi Niccolo
- Mohanta Rukmani
- Mohayai Tanaz
- Mokhov Nikolai
- Molina Bueno Laura
- Molina Jorge
- Montagna Elisabetta
- Montanari Alessandro
- Montanari Claudio
- Montanari David
- Montanino Daniele
- Montaño Zetina Luis
- Moon Seok Ho
- Mooney Michael
- Moor Alexandra
- Moreno Deywis
- Moretti Davide
- Morris Casandra
- Mossey Chris
- Mote Mitchell
- Motuk Erdem
- Moura Célio
- Mousseau Joel
- Mouster Gwenn
- Mu Wei
- Mualem Leon
- Mueller Justin
- Muether Mathew
- Mufson Stuart
- Muheim Franz
- Muir Alan
- Mulhearn Mike
- Munford Donnie
- Muramatsu Hajime
- Murphy Matt
- Murphy Sebastien
- Musser Jim
- Méndez Diana
- Nachtman Jane
- Nagai Yoshikazu
- Nagu Srishti
- Nalbandyan Mikayel
- Nandakumar Raja
- Naples Donna
- Narita Shinya
- Nath Atanu
- Navrer-Agasson Anyssa
- Nayak Nitish
- Nebot-Guinot Miquel
- Negishi Kentaro
- Nelson Jeff
- Nesbit Jake
- Nessi Marzio
- Newbold David
- Newcomer Mitch
- Newton Hannah
- Nichol Ryan
- Nicolas-Arnaldos Francisco
- Nikolica Adrian
- Niner Evan
- Nishimura Kurtis
- Norman Andrew
- Norrick Anne
- Northrop Rich
- Novella Pau
- Nowak Jaroslaw
- Oberling Michael
- Ochoa-Ricoux Juan Pedro
- Olivier Andrew
- Olshevskiy Alexander
- Onel Yasar
- Onishchuk Yuriy
- Ott Jordan
- Pagani Luca
- Palacio Guillermo
- Palamara Ornella
- Palestini Sandro
- Paley Jonathan
- Pallavicini Marco
- Palomares Carmen
- Panduro Vazquez William
- Pantic Emilija
- Paolone Vittorio
- Papadimitriou Vaia
- Papaleo Riccardo
- Papanestis Antonis
- Paramesvaran Sudarshan
- Parke Stephen
- Parozzi Elisabetta
- Parsa Zohreh
- Parvu Mihaela
- Pascoli Silvia
- Pasqualini Laura
- Pasternak Jaroslaw
- Pater Joleen
- Patrick Cheryl
- Patrizii Laura
- Patterson Ryan
- Patton Simon John
- Patzak Thomas
- Paudel Ajib
- Paulos Bob
- Paulucci Laura
- Pavlovic Zarko
- Pawloski Greg
- Payne David
- Pec Viktor
- Peeters Simon
- Pena Perez Aldo
- Pennacchio Elisabetta
- Penzo Aldo
- Peres Orlando
- Perry James
- Pershey Daniel
- Pessina Gianluigi
- Petrillo Gianluca
- Petta Catia
- Petti Roberto
- Pia Valerio
- Piastra Francesco
- Pickering Luke
- Pietropaolo Francesco
- Pimentel Vinicius
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- Weber Michele
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- Whitehead Leigh
- Whittington Denver
- Wilking Michael
- Wilkinson Alexander
- Wilkinson Callum
- Williams Zachary
- Wilson Fergus
- Wilson Robert
- Wisniewski William
- Wolcott Jeremy
- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wresilo Karolina
- Wret Clarence
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 18/07/2022
- Field of study
International audienceThe Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. ProtoDUNE-SP, located at CERN, is exposed to a charged-particle test beam. This paper gives an overview of the Pandora reconstruction algorithms and how they have been tailored for use at ProtoDUNE-SP. In complex events with numerous cosmic-ray and beam background particles, the simulated reconstruction and identification efficiency for triggered test-beam particles is above 80% for the majority of particle type and beam momentum combinations. Specifically, simulated 1 GeV/c charged pions and protons are correctly reconstructed and identified with efficiencies of 86.1±0.6% and 84.1±0.6%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Ali-Mohammadzadeh Behnam
- Allison Kyle
- Alonso Monsalve Saul
- AlRashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- AyalaTorres M.
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Bazo J.L.
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Batista das Chagas Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
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- Bertolucci Sergio
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- Bian Jianming
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- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
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- Bolton Timothy
- Bomben Luca
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- de Souza Greg
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- Di Capua Francesco
- Di Domenico Antonio
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- Diaz Jorge S.
- Ding Pengfei
- Dirkx Glenn
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- Dolinski Michelle J.
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- Escobar Carlos O.
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- Evans Justin
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- Fahey Kevin
- Fajardo L.S. Gomez
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- Farnese Christian
- Farzan Yasaman
- Fedoseev Dmitry
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- Ferraro Federico
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- Gallas Alexandre
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- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
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- Gao Fan
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- Garcia-Gamez Diego
- García- M.A.
- García-Peris Miguel
- Gardiner Steven
- Gastler Dan
- Gauvreau Jean-Luc
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- Gelli Bruno
- Gendotti Adamo
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- Whitehead Leigh
- Whittington Denver
- Wilking Michael
- Wilkinson Alexander
- Wilkinson Callum
- Williams Zachary
- Wilson Fergus
- Wilson Robert
- Wisniewski William
- Wolcott Jeremy
- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wresilo Karolina
- Wret Clarence
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 29/06/2022
- Field of study
International audienceThe Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. ProtoDUNE-SP, located at CERN, is exposed to a charged-particle test beam. This paper gives an overview of the Pandora reconstruction algorithms and how they have been tailored for use at ProtoDUNE-SP. In complex events with numerous cosmic-ray and beam background particles, the simulated reconstruction and identification efficiency for triggered test-beam particles is above 80% for the majority of particle type and beam momentum combinations. Specifically, simulated 1 GeV/c charged pions and protons are correctly reconstructed and identified with efficiencies of 86.1±0.6% and 84.1±0.6%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Ali-Mohammadzadeh Behnam
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- Ayalatorres M.
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Bazo J.L.
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Batista das Chagas Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Anibal
- Bezerra Thiago
- Bhardwaj Akhil
- Bhatnagar Vipin
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- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
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- Caratelli David
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- Carini Gabriella
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- Caro Terrazas Ivan
- Carranza Hector
- Carroll Thomas
- Castaño Forero Javier
- Castillo Andrés
- Castromonte Cesar
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chavarry Neyra Michael Steve
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- Cherdack Daniel
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- Conrad Janet M.
- Convery Mark
- Copello Simone
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- Crisler Michael
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- da Motta Helio
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- de Souza Greg
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- Di Domenico Antonio
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- Diaz Jorge S.
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- Doering Dionisio
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- Dvornikov Olexiy
- Dwyer Daniel A.
- Dyshkant Alexandre S.
- Díaz Felix
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- Escobar Carlos O.
- Escudero Sanchez Lorena
- Eurin Guillaume
- Evans Justin
- Ewart Erin
- Ezeribe Anthony
- Fahey Kevin
- Fajardo L.S. Gomez
- Falcone Andrea
- Fani Mattia
- Farnese Christian
- Farzan Yasaman
- Fedoseev Dmitry
- Felix Julian
- Feng Yue
- Fernandez Menendez Pablo
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- Ferraro Federico
- Fields Laura
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- Gabrielli Alessandro
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- Gallegoros A.
- Gallice Niccolo
- Galymov Vyacheslav
- Gamberini Enrico
- Gamble Trevor
- Ganacim Francisco
- Gandhi Raj
- Ganguly Sudeshna
- Gao Fan
- Gao Shanshan
- Garcia-Gamez Diego
- García- M.A.
- García-Peris Miguel
- Gardiner Steven
- Gastler Dan
- Gauvreau Jean-Luc
- Gauzzi Paolo
- Ge Guanqun
- Geffroy Nicolas
- Gelli Bruno
- Gendotti Adamo
- Gent Stephen
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- Giammaria Paola
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- Giangiacomi Nico
- Gibin Daniele
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- Gilligan Sean
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- Giri Anjan Kumar
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- Gold Michael
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- Gollwitzer Keith
- Gomes Ricardo
- Gomez Bermeo Laura Vanessa
- Gomez L.
- Gonnella Francesco
- Gonzalez-Diaz Diego
- Gonzalez-Lopez Manuel
- González Caamaño David
- González D.
- Goodman Maury
- Goodwin Owen
- Goswami Srubabati
- Gotti Claudio
- Goudzovski Evgueni
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- Green Steven
- Greenberg Stephen
- Greenler Leland
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- Groh Micah
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- Guerard Eric
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- Guo Bing
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- Gupta Vikas
- Guthikonda K.K.
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- Guzzo Marcelo
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- Hamernik Thomas
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- Hatfield Kaleb
- Hatzikoutelis Athanasios
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- Hayrapetyan Karen
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- He Muyuan
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- Heeger Karsten
- Heise Jaret
- Henry Sarah
- Hernandez Morquecho Miguel Angel
- Herner Kenneth
- Hewes Jeremy
- Hilgenberg Christopher
- Hill Tony
- Hillier Stephen
- Himmel Alexander
- Hinkle Elise
- Hirsch Luciana
- Ho Johnny
- Hoff James
- Holin Anna
- Hoppe Eric
- Horton-Smith Glenn
- Hostert Matheus
- Hourlier Adrien
- Howard Bruce
- Howell Ryan
- Hristova Ivana
- Hronek Maxine
- Huang Junying
- Hulcher Zachary
- Iles Gregory
- Ilic Nikolina
- Iliescu Antoniu
- Illingworth Robert
- Ingratta Gianfranco
- Ioannisian Ara
- Irwin Burke
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- Warburton Karl
- Warner David
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- Watson Alan
- Wawrowska Klaudia
- Weatherly Pierce
- Weber Alfons
- Weber Michele
- Wei Hanyu
- Weinstein Amanda
- Wenman Dan
- Wetstein Matthew
- White Andy
- Whitehead Leigh
- Whittington Denver
- Wilking Michael
- Wilkinson Alexander
- Wilkinson Callum
- Williams Zachary
- Wilson Fergus
- Wilson Robert
- Wisniewski William
- Wolcott Jeremy
- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wresilo Karolina
- Wret Clarence
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 18/07/2022
- Field of study
International audienceThe Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. ProtoDUNE-SP, located at CERN, is exposed to a charged-particle test beam. This paper gives an overview of the Pandora reconstruction algorithms and how they have been tailored for use at ProtoDUNE-SP. In complex events with numerous cosmic-ray and beam background particles, the simulated reconstruction and identification efficiency for triggered test-beam particles is above 80% for the majority of particle type and beam momentum combinations. Specifically, simulated 1 GeV/c charged pions and protons are correctly reconstructed and identified with efficiencies of 86.1±0.6% and 84.1±0.6%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora
- Author
- Abed Abud Adam
- Abi Babak
- Acciarri Roberto
- Acero Mario
- Adames Marcio
- Adamov George
- Adamowski Mark
- Adams David
- Adinolfi Marco
- Adriano Cris
- Aduszkiewicz Antoni
- Aguilar Jessica
- Ahmad Zubayer
- Ahmed Jhanzeb
- Aimard Benjamin
- Akbar Faiza
- Ali-Mohammadzadeh Behnam
- Allison Kyle
- Alonso Monsalve Saul
- Alrashed Munera
- Alt Christoph
- Alton Andrew
- Alvarez Rodrigo
- Amedo Pablo
- Anderson John
- Andreopoulos Costas
- Andreotti Mirco
- Andrews Michael P.
- Andrianala Fenompanirina
- Andringa Sofia
- Anfimov Nikolay
- Ankowski Artur
- Antoniassi Marcelo
- Antonova Maria
- Antoshkin Alexander
- Antusch Stefan
- Aranda-Fernandez Alfredo
- Arellano Luciano
- Arnold Lukas
- Arroyave Manuel
- Asaadi Jonathan
- Asquith Lily
- Aurisano Adam
- Aushev Vladimir
- Autiero Dario
- Ayala Lara Victor
- Ayala-Torres Marco Alberto
- Ayalatorres M.
- Azfar Farrukh
- Back Ashley
- Back Henning
- Back John
- Backhouse Chris
- Bagaturia Iuri
- Bagby Linda
- Balashov Nikita
- Balasubramanian Supraja
- Baldi Pierre
- Baller Bruce
- Bambah Bindu
- Barao Fernando
- Barenboim Gabriela
- Barker Gary J.
- Barkhouse Wayne
- Barnes Christopher
- Barr Giles
- Barranco Monarca Juan
- Barros Adilson
- Barros Nuno
- Barrow Joshua
- Basharina-Freshville Anastasia
- Bashyal Amit
- Basque Vincent
- Batchelor Charlie
- Battat James
- Battisti Federico
- Bay Fatih
- Bazetto Maria Cecilia
- Bazo Alba José Luis
- Bazo J.L.
- Beacom John
- Bechetoille Edouard
- Behera Biswaranjan
- Belchior Batista das Chagas Ewerton
- Bellantoni Leo
- Bellettini Giorgio
- Bellini Vincenzo
- Beltramello Olga
- Benekos Nektarios
- Benitez Montiel Carlos
- Bento Neves Francisco
- Berger Joshua
- Berkman Sophie
- Bernardini Paolo
- Berner Roman
- Bersani Andrea
- Bertolucci Sergio
- Betancourt Minerba
- Betancur Rodríguez Amalia
- Bevan Adrian
- Bezawada Yashwanth
- Bezerra Anibal
- Bezerra Thiago
- Bhardwaj Akhil
- Bhatnagar Vipin
- Bhattacharjee Maharnab
- Bhattarai Devesh
- Bhuller Shyam
- Bhuyan Bipul
- Biagi Simone
- Bian Jianming
- Biassoni Matteo
- Biery Kurt
- Bilki Burak
- Bishai Mary
- Bitadze Alexander
- Blake Andrew
- Blaszczyk Flor de Maria
- Blazey Gerald C.
- Blucher Edward
- Boissevain Jan
- Bolognesi Sara
- Bolton Timothy
- Bomben Luca
- Bonesini Maurizio
- Bonilla-Diaz Cesar
- Bonini Filiberto
- Booth Alexander
- Boran Fatma
- Bordoni Stefania
- Borkum Aran
- Bostan Nilay
- Bour Petr
- Boyden Daniel
- Bracinik Juraj
- Braga Davide
- Brailsford Dominic
- Branca Antonio
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- Bremer Johan
- Brew Christopher
- Brice Stephen
- Brizzolari Claudia
- Bromberg Carl
- Brooke Jim
- Bross Alan
- Brunetti Giulia
- Brunetti Maria
- Buchanan Norman
- Budd Howard
- Butorov Ilia
- Cagnoli Irene
- Cai Tejin
- Caiulo Davide
- Calabrese Roberto
- Calafiura Paolo
- Calcutt Jacob
- Calin Marius
- Calvez Steven
- Calvo Enrique
- Caminata Alessio
- Campos Benitez Axel
- Caratelli David
- Carber Daniel
- Carceller Juan Miguel
- Carini Gabriella
- Carlus Bruno
- Carneiro Mateus
- Carniti Paolo
- Caro Terrazas Ivan
- Carranza Hector
- Carroll Thomas
- Castaño Forero Javier
- Castillo Andrés
- Castromonte Cesar
- Catano-Mur Erika
- Cattadori Carla
- Cavalier Fabien
- Cavallaro Giuseppe
- Cavanna Flavio
- Centro Sandro
- Cerati Giuseppe
- Cervelli Alberto
- Cervera Villanueva Anselmo
- Chalifour Michel
- Chappell Andrew
- Chardonnet Etienne
- Charitonidis Nikolas
- Chatterjee Animesh
- Chattopadhyay Subhasish
- Chavarry Neyra Michael Steve
- Chen Hucheng
- Chen Mu-Chun
- Chen Yifan
- Chen Zheyang
- Chen-Wishart Zachary
- Cheon Yoolim
- Cherdack Daniel
- Chi Cheng-Yi
- Childress Sam
- Chirco Robert
- Chiriacescu Ana
- Cho Kihyeon
- Choate Sarah
- Chokheli David
- Chong Pooi
- Christensen Anne
- Christian David
- Christodoulou Georgios
- Chukanov Artem
- Chung Moses
- Church Eric
- Cicero Valentina
- Clarke Peter
- Cline Gordon
- Coan Thomas
- Cocco Alfredo
- Coelho Joao
- Collot Johann
- Colton Nicole
- Conley Erin
- Conley Robert
- Conrad Janet M.
- Convery Mark
- Copello Simone
- Cova Paolo
- Cremaldi Lucien
- Cremonesi Linda
- Crespo-Anadón José
- Crisler Michael
- Cristaldo Esteban
- Crnkovic Jason
- Cross Ryan
- Cudd Andrew
- Cuesta Clara
- Cui Yanou
- Cussans David
- da Motta Helio
- da Silva Peres Leonardo
- Dai Joel
- Dalager Olivia
- David Claire
- David Quentin
- Davies Gavin
- Davini Stefano
- Dawson Jaime
- de Bonis Isabelle
- de Gouvea Andre
- de Holanda Pedro
- de Icaza Astiz Iker
- de Jong Paul
- de Leo Veronica
- de Lurgio Patrick
- de Mello Neto Joao
- de Roeck Albert
- de Romeri Valentina
- de Souza Greg
- De I.
- De Kaushik
- De P.
- De P.C.
- De Shruti
- De V.
- Debbins Paul
- Decowski M. Patrick
- Deisting Alexander
- Delbart Alain
- Delepine David
- Delgado Maritza
- Dell'Acqua Andrea
- Delmonte Nicola
- Demuth David
- Dennis Steve
- Densham Chris
- Deptuch Grzegorz
- Devi Ritu
- Dharmapalan Ranjan
- Di Capua Francesco
- Di Domenico Antonio
- Di Domizio Sergio
- Di Giulio Letizia
- Di Noto Lea
- Di A.
- Dias Marco
- Diaz Jorge S.
- Ding Pengfei
- Dirkx Glenn
- Distefano Carla
- Diurba Richard
- Diwan Milind
- Djurcic Zelimir
- Doering Dionisio
- Dolan Stephen
- Dolek Furkan
- Dolinski Michelle J.
- Domine Laura
- Donon Yann
- Douglas Daniel
- Dragone Angelo
- Drake Gary
- Drielsma Francois
- Duarte Laura Cristina
- Duchesneau Dominique
- Duffy Kirsty
- Dunne Patrick
- Dutta Bhaskar
- Duyang Hongyue
- Dvornikov Olexiy
- Dwyer Daniel A.
- Dyshkant Alexandre S.
- Díaz Felix
- Eads Michael
- Earle Antony
- Edmunds Daniel
- Eisch Jonathan
- Emberger Lorenz
- Emery Sandrine
- Englezos Panagiotis
- Ereditato Antonio
- Erjavec Tyler
- Escobar Carlos O.
- Escudero Sanchez Lorena
- Eurin Guillaume
- Evans Justin
- Ewart Erin
- Ezeribe Anthony
- Fahey Kevin
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- Wilkinson Callum
- Williams Zachary
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- Wisniewski William
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- Wongjirad Taritree
- Wood Anthony
- Wood Kevin
- Worcester Elizabeth
- Worcester Matthew
- Wresilo Karolina
- Wret Clarence
- Wu Wanwei
- Wu Wenjie
- Xiao Yiwen
- Yaeggy Barbara
- Yandel Erin
- Yang Guang
- Yang Kang
- Yang Tingjun
- Yankelevich Alejandro
- Yershov Nikolai
- Yonehara Katsuya
- Yoon Young Soo
- Young Tim
- Yu Bo
- Yu Haiwang
- Yu Hongzhao
- Yu Jae
- Yu Yiding
- Yuan Wenlong
- Zaki Rowan
- Zalesak Jaroslav
- Zambelli Laura
- Zamorano Bruno
- Zani Andrea
- Zazueta Luis
- Zeller Geralyn
- Zennamo Joseph
- Zeug Kyle
- Zhang Chao
- Zhang Shuaixiang
- Zhang Yuze
- Zhao Manhong
- Zhivun Elena
- Zhu Guanying
- Zimmerman Eric
- Zucchelli Stefano
- Zuklin Josef
- Zutshi Vishnu
- Zwaska Robert
- Publication venue
- HAL CCSD
- Publication date
- 18/07/2022
- Field of study
International audienceThe Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. ProtoDUNE-SP, located at CERN, is exposed to a charged-particle test beam. This paper gives an overview of the Pandora reconstruction algorithms and how they have been tailored for use at ProtoDUNE-SP. In complex events with numerous cosmic-ray and beam background particles, the simulated reconstruction and identification efficiency for triggered test-beam particles is above 80% for the majority of particle type and beam momentum combinations. Specifically, simulated 1 GeV/c charged pions and protons are correctly reconstructed and identified with efficiencies of 86.1±0.6% and 84.1±0.6%, respectively. The efficiencies measured for test-beam data are shown to be within 5% of those predicted by the simulation
The surgical safety checklist and patient outcomes after surgery: a prospective observational cohort study, systematic review and meta-analysis
- Author
- Ab Majid Mohd Azuan
- Ab Rahman Ahmad Sufian
- Ab Rahman Rusnah
- Abayasinghe Chamika
- Abbas Muntadhar
- Abbott T. E. F.
- Abbott Tom
- Abd Ghafar Fara Nur Idayu
- Abd Hadi Husni Zaeem
- Abdel Goad Ehab Helmy
- Abdullah Noor Hairiza
- Abdur-Rahman Lukman
- Abeloos Jacques
- Abernethy Caroline
- Abidin Ucu Nurhadiat
- Abrunhosa Alexandra
- Absar Mohammed
- Adam Suwayba
- Adams David
- Adams George
- Adamson Michael
- Adekola Oyebola
- Adelaja Yemi
- Ademola Adeyinka
- Adenekan Anthony
- Adenike Odewabi
- Adeolu Augustine A.
- Adetoye Adedapo
- Adewale Badru
- Adigun Tinuola
- Adolfsson Anne
- Africander Cucu
- Afshari Arash
- Agarwal Vandana
- Agodirin Olayide
- Aguzzoli Crisitiano
- Ahamed khader null
- Ahmad Azam Ummi Azmira
- Ahmad Abdurrahman
- Ahmad Norfaizan
- Ahmad T.
- Ahmad Tahania
- Ahmad Yousra
- Ahmed Ahmed
- Ahmed Jamil
- Ahmed Tahania
- Ai Yanqiu
- Aignatoaie Mariana
- Aimoniotou-Georgiou Eleni
- Akanmu Olanrewaju
- Akerman Nik
- Akinwale Mukaila
- Al Anizi Mashel
- Al hussaini Sabah
- Al'Amri Khalid
- Al-Soudaine Yassr
- Aladin Hafiz
- Alagbe-Briggs Olubusola
- Albaj Safauldeensalem
- Alberto Lisi Zaheer Moolla
- AlbertoVolta Carlo
- Alcock David
- Alcock Liam
- Aldecoa Cesar
- Aleixo Fábia Berganton
- Alexander Hazel
- Alexander Maini
- Alexander-Sefre Farhad
- Alherz Fadhel
- Ali Hani
- Ali Marlynn
- Ali Sarah
- Alias Abdul Hafiz
- Alias Anita
- Alit Mahaalit Aribawa
- Allen Samantha
- Allen Sara Jane
- Allison Joanna
- Alloj Chiara
- Allorto Nikki Leigh
- Allsop Joanne
- Almeida William
- Alonso Eduardo
- Alonso José Ignacio
- Alphonsus Christella
- Alvares Danielle
- Alves Maria Joao
- Amador Juan Carlos Bravo
- Ameer Yusuf
- Amendola Cristina Prata
- Ami Noam
- Amstrup-Hansen Louise
- Anagnou Athina
- Andersen Cheme
- Anderson Charlotte
- Anderson Colette
- Anderson Frank
- Anderson Philip
- Andreadaki Evangelia
- Andreou Alexandros
- Andreou Prematie
- Andrew Alyson
- Andrews Emma
- Angermair Stefan
- Angus Kirsty
- Anillo Victor
- Antal Oana
- Antill Philip
- Antoniadou Eleni
- Antonina Webombesa
- Apagaki Eymorfia
- Apostolou Konstantinos
- Applewhaite Christopher
- Aquino Laura Patricia González
- Ar Praburaj
- Arawwawala Dilshan
- Ardern Diane
- Argue Ruth
- Arkalaki Eleni
- Arlo whitehouse null
- Armaganidis Apostolos
- Armstrong John
- Armstrong Richard
- Arnaoutoglou Christina
- Arnaoutoglou Elena
- Arnold Glenn
- Arrandale Lindsay
- Arrich James
- Arrigo Mario
- Arshad Homa
- Arshad Mohammed Asif
- Artiles Tania Socorro
- Arumugam Swarna
- Arustei Mirela
- Arvaniti Kostoula
- Arya Aryabiantara
- Arya Shobhit
- Asimakos Andreas
- Aslam F Noorbhai M.
- Asudo Felicia
- Athanasakis Elias
- Atiku Mamuda
- Attrill Elizabeth
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- de Beer Johan
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- De Kegel Dirk
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- De Oliveira Mirella Cristine
- de Rudnicki Stéphane
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- Delgado García David R.
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- Dragoescu Nicoleta Alice
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- Dudgeon Lucy
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- Durant Emma
- Durodola Adekunle
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- Duttchen Kaylene
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- Dwyer Heather
- Dylst Dimitri
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- Dzulkipli Norizawati
- Echem Richard
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- Faina Lais
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- Fei Yue
- Fellinger Paul
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- Filipescu Daniela
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- Finch Amanda
- Fiorentza Klara
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- Flatt Jim
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- Fleisher Lee
- Fleisher Lee A.
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- Foord Denise
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- Foster Rebecca
- Foubert Luc
- Fouracres Anna
- Fowler A. J.
- Fowler Alexander
- Fowler Carolyn
- Fraga Julia Merladete
- Fragandreas George
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- Freeman David
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- Freschini Angela
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- Fulton Graham
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- Funk Duane
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- Futier Emmanuel
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- Gama N. Sibusiso
- Gambhir Rajiv
- Ganter Donna Louise
- Ganter Michael T.
- Gao Hong
- Garcia Juliana
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- García-Pérez Maria Luisa
- Gardikou Varvara Vanessa
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- Garg Atul
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- Gatta Alessandro
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- Gavril Laura
- Gbolahan Olalere
- Ge Xiaodong
- Geddoa Burair
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- Geisen Martin
- Geldenhuys Jacques
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- Geng Wujun
- Georgakakis Georgios
- George Ronald
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- Gercek Yuksel
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- Gibson-Lapsley Hannah
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- Gill James
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- Gillespie David
- Gillies M.
- Gillies Michael
- Gilmore Jemma
- Gilmour Fiona
- Gkini Konstantia-Paraskevi
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- Gkioni Panagiota
- Glasbey James
- Glasgow Emma
- Glister Georgina
- Glover Lyn
- Goebel Ulrich
- Goga Ismail E.
- Goga Riaz
- Goldberg Olivia
- Golder Kim
- Gondo Prisca
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- Graterol Juan
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- Graves Lynne
- Gray Carol
- Gray Catherine
- Gray Sophie
- Greaves Rosanna
- Green Garyth M.
- Green-Thompson Randolph
- Greene Michael
- Gregory Peter
- Grey Ben
- Griffiths Ewen
- Grigoras Ioana
- Grigoryev Evgeny
- Grintescu Ioana
- Grishkowez Elena
- Grocott Mike
- Grosu Ramona - Mihaela
- Grubmueller Karl Gernot
- Gudaca Mariethel
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- Guizeline Jaqueline
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- Hales Dawn
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- Hamzah Zulkarnain
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- Hare Gregory
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- Hennings Charles
- Hering Jens Peter
- Hernandez Carlos B.
- Hernandez Miguel
- Hesketh Sue
- Hewson R.
- Hewson Russ
- Hewson Russell
- Heymans Chan Hey Man
- Heyse Bjorn
- Hicks Catherine
- Hidayatullah Rahmat
- Hiesmayr Michael
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- Hoare Siobhan
- Hobrok Maria
- Hodgkiss Tracey
- Hodgson Richard E.
- Hodzovic Emil
- Hoedt Marielle den
- Hoeft Andreas
- Hoelzenbein Thomas
- Hofer Christoph
- Hoffer Franz
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- Incertis Raul Raul
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- Jammer Ib
- Jansen van Vuuren Amanda
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- Janssen Bruno
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- Jaquet Yves
- Jardim Jaquelline
- Jawad Monir
- Jee Chiun Chen
- Jeeraz Mohammud A.
- Jeffery Holly
- Jeffs Carol
- Jehosua Brillyan
- Jelschen Florian
- Jemmett Kim
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- Jenkins Nia
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- Jensen-Gadegaard Peter
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- Jeyanthan Somasundaram
- Ji Binbin
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- Johnson Emily
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- Jones Philip
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- Jones Timothy
- Joory Kavita
- Jordaan J.
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- Jowitt Tom
- Juj Joanne
- Julian Howes
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- Kabagenyi Fiona
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- Kakembo Nasser
- Kalafatis Nicky
- Kalaitzopoulos Ioannis
- Kalashetty Gunasheela
- Kalles Vasileios
- Kalliafa Elli
- Kalogridaki Marina
- Kamali Nelson
- Kampagiannis Nikolaos
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- Katime Antonio
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- Kaunang Jonathan
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- Keen Abigail
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- Keevil Edward
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- Kessler Ulf
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- Khalaf Abdel Razzaq
- Khalid Mohammed Shazad
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- Kirk-Bayley Justin
- Kirov Mikhail
- Kirya Fred
- Kistnasami Prenolin
- Kituuka Olivia
- Klarin Bengt
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- Kowalski Stephen
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- Krishnachetty Bobby
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- Kubitzek Christiane
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- Kurasz Claire
- Kurnia Andri
- Kushakovsky Vlad
- Kwok Andy
- Kwok Dilys
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- Zheng Kang
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- Zhong Yi
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- Zhu Xiaoping
- Zhu Yi
- Zhu Zhipeng
- Zhuang Xiuxiu
- Zilis Georgios
- Zingerle Nicolette
- Zingg Urs
- Zoerner Frank
- Zonneveldt Harry
- Zou Xiaohua
- Zoulamoglou Menelaos
- Zsisku Lajos
- Åkring Irene
- Ögren Katrin
- Publication venue
- Health Sciences Research Commons
- Publication date
- 30/10/2017
- Field of study
© 2017 British Journal of Anaesthesia Background: The surgical safety checklist is widely used to improve the quality of perioperative care. However, clinicians continue to debate the clinical effectiveness of this tool. Methods: Prospective analysis of data from the International Surgical Outcomes Study (ISOS), an international observational study of elective in-patient surgery, accompanied by a systematic review and meta-analysis of published literature. The exposure was surgical safety checklist use. The primary outcome was in-hospital mortality and the secondary outcome was postoperative complications. In the ISOS cohort, a multivariable multi-level generalized linear model was used to test associations. To further contextualise these findings, we included the results from the ISOS cohort in a meta-analysis. Results are reported as odds ratios (OR) with 95% confidence intervals. Results: We included 44 814 patients from 497 hospitals in 27 countries in the ISOS analysis. There were 40 245 (89.8%) patients exposed to the checklist, whilst 7508 (16.8%) sustained ≥1 postoperative complications and 207 (0.5%) died before hospital discharge. Checklist exposure was associated with reduced mortality [odds ratio (OR) 0.49 (0.32–0.77); P\u3c0.01], but no difference in complication rates [OR 1.02 (0.88–1.19); P=0.75]. In a systematic review, we screened 3732 records and identified 11 eligible studies of 453 292 patients including the ISOS cohort. Checklist exposure was associated with both reduced postoperative mortality [OR 0.75 (0.62–0.92); P\u3c0.01; I2=87%] and reduced complication rates [OR 0.73 (0.61–0.88); P\u3c0.01; I2=89%). Conclusions: Patients exposed to a surgical safety checklist experience better postoperative outcomes, but this could simply reflect wider quality of care in hospitals where checklist use is routine