96 research outputs found
Allometric larval growth of the bottom-dwelling catfish Lophiosilurus alexandri Steindachner, 1876 (Siluriformes: Pseudopimelodidae)
- Author
- Alexandre Lima Godinho
- Balon E. K
- Balon E. K
- Barriga J. P
- Blaxter J. H. S
- Britski H. A
- Fuiman L. A
- Gabriel Caetano Guimarães de Mello
- Gisbert E
- Gisbert E
- Gisbert E
- Grafen A
- Guimarães-Cruz R. J
- Guimarães-Cruz R. J
- Hugo Pereira Godinho
- Hunt von Herbing I
- Huysentruyt F
- José Enemir dos Santos
- Kamler E
- Koumoundouros G
- Kupren K
- Liem K. F
- Luz R. K
- López C. M
- Müller U. K
- Nakatani K
- Nogueira L. B
- Oliveira E. C
- Osse J. W. M
- Osse J. W. M
- Osse J. W. M
- Pedreira M. M
- Pedreira M. M
- Pedreira M. M
- Rodrigo José Guimarães-Cruz
- Safran P
- Sakata Y
- Sanches P. V
- Santos H. B
- Santos J. C. E
- Sato Y
- Sato Y
- Valentim M. F. M
- van Snik G. M. J
- Publication venue
- 'FapUNIFESP (SciELO)'
- Publication date
- Field of study
HE-LHC: The High-Energy Large Hadron Collider – Future Circular Collider Conceptual Design Report Volume 4
- Author
- Abada A.
- Abbrescia M.
- AbdusSalam S. S.
- Abdyukhanov I.
- Abelleira Fernandez J.
- Abramov A.
- Aburaia M.
- Acar A. O.
- Adzic P. R.
- Agrawal P.
- Aguilar-Saavedra J. A.
- Aguilera-Verdugo J. J.
- Ahnen J. von
- Aiba M.
- Aichinger I.
- Aielli G.
- Akay A.
- Akhundov A.
- Aksakal H.
- Albacete J. L.
- Albergo S.
- Alekou A.
- Aleksa M.
- Aleksan R.
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- Alexahin Y.
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- Altmannshofer W.
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- Publication venue
- Springer Verlag
- Publication date
- 09/02/2021
- Field of study
In response to the 2013 Update of the European Strategy for Particle Physics (EPPSU), the Future Circular Collider (FCC) study was launched as a world-wide international collaboration hosted by CERN. The FCC study covered an energy-frontier hadron collider (FCC-hh), a highest-luminosity high-energy lepton collider (FCC-ee), the corresponding 100 km tunnel infrastructure, as well as the physics opportunities of these two colliders, and a high-energy LHC, based on FCC-hh technology. This document constitutes the third volume of the FCC Conceptual Design Report, devoted to the hadron collider FCC-hh. It summarizes the FCC-hh physics discovery opportunities, presents the FCC-hh accelerator design, performance reach, and staged operation plan, discusses the underlying technologies, the civil engineering and technical infrastructure, and also sketches a possible implementation. Combining ingredients from the Large Hadron Collider (LHC), the high-luminosity LHC upgrade and adding novel technologies and approaches, the FCC-hh design aims at significantly extending the energy frontier to 100 TeV. Its unprecedented centre-of-mass collision energy will make the FCC-hh a unique instrument to explore physics beyond the Standard Model, offering great direct sensitivity to new physics and discoveries
FCC-ee: The Lepton Collider – Future Circular Collider Conceptual Design Report Volume 2
- Author
- Abada A.
- Abbrescia M.
- AbdusSalam S. S.
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- Widorski M.
- Wiedemann U. A.
- Wienands H. -U.
- Wilkinson G.
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- Winter A.
- Wohlfahrt A.
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- Wollmann D.
- Womersley J.
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- Yang G.
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- Özcan V.
- Özdemir K.
- Publication venue
- Springer Verlag
- Publication date
- 14/11/2019
- 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 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
Global age-sex-specific mortality, life expectancy, and population estimates in 204 countries and territories and 811 subnational locations, 1950–2021, and the impact of the COVID-19 pandemic: a comprehensive demographic analysis for the Global Burden of Disease Study 2021
- Author
- Aali Amirali
- Abbafati Cristiana
- Abbas Jaffar
- Abbasgholizadeh Rouzbeh
- Abbasi Madineh Akram
- Abbasian Mohammadreza
- Abd ElHafeez Samar
- Abd-Elsalam Sherief
- Abdelmasseh Michael
- Abdelwahab Ahmed
- Abdollahi Mohammad
- Abdoun Meriem
- Abdullahi Auwal
- Abdurehman Ame Mehadi
- Abebe Mesfin
- Abedi Aidin
- Abedi Armita
- Abegaz Tadesse M
- Abeldaño Zuñiga Roberto Ariel
- Abhilash ES
- Abiodun Olugbenga Olusola
- Aboagye Richard Gyan
- Abolhassani Hassan
- Abouzid Mohamed
- Abreu Lucas Guimarães
- Abrha Woldu Aberhe
- Abrigo Michael RM
- Abtahi Dariush
- Abu Rumeileh Samir
- Abu-Rmeileh Niveen ME
- Abu-Zaid Ahmed
- Aburuz Salahdein
- Acuna Juan Manuel
- Adair Tim
- Addo Isaac Yeboah
- Adebayo Oladimeji M
- Adegboye Oyelola A
- Adekanmbi Victor
- Aden Bashir
- Adepoju Abiola Victor
- Adetunji Charles Oluwaseun
- Adeyeoluwa Temitayo Esther
- Adeyomoye Olorunsola Israel
- Adha Rishan
- Adibi Amin
- Adikusuma Wirawan
- Adnani Qorinah Estiningtyas Sakilah
- Adra Saryia
- Afework Abel
- Afolabi Aanuoluwapo Adeyimika
- Afraz Ali
- Afyouni Shadi
- Afzal Saira
- Agasthi Pradyumna
- Aghamiri Shahin
- Agodi Antonella
- Agyemang-Duah Williams
- Ahinkorah Bright Opoku
- Ahmad Aqeel
- Ahmad Danish
- Ahmad Firdos
- Ahmad Muayyad M
- Ahmad Tauseef
- Ahmadi Keivan
- Ahmadzade Amir Mahmoud
- Ahmadzade Mohadese
- Ahmed Ayman
- Ahmed Haroon
- Ahmed Luai A
- Ahmed Muktar Beshir
- Ahmed Syed Anees
- Ajami Marjan
- Aji Budi
- Ajumobi Olufemi
- Akalu Gizachew Taddesse
- Akara Essona Matatom
- Akinosoglou Karolina
- Akkala Sreelatha
- Akyirem Samuel
- Al Hamad Hanadi
- Al Hasan Syed Mahfuz
- Al Homsi Ammar
- Al Qadire Mohammad
- AL-Ahdal Tareq Mohammed Ali
- Al-Aly Ziyad
- Al-amer Rasmieh Mustafa
- Al-Eyadhy Ayman
- Al-Gheethi Adel Ali Saeed
- Al-Hanawi Mohammed Khaled
- Al-Jumaily Adel
- Al-Marwani Sabah
- Al-Maweri Sadeq Ali Ali
- Al-Mekhlafi Hesham M
- Al-Sabah Salman Khalifah
- Al-Tawfiq Jaffar A
- Al-Worafi Yaser Mohammed
- Ala Moein
- Aladelusi Timothy Olukunle
- Alalalmeh Samer O
- Alam Khurshid
- Alam Manjurul
- Alam Zufishan
- Alanezi Fahad Mashhour
- Alanzi Turki M
- Albashtawy Mohammed
- AlBataineh Mohammad T
- Aldridge Robert W
- Alemi Sharifullah
- Alhabib Khalid F
- Alhalaiqa Fadwa Alhalaiqa Naji
- Ali Abid
- Ali Akhtar
- Ali Beriwan Abdulqadir
- Ali Hassam
- Ali Mohammed Usman
- Ali Rafat
- Ali Syed Shujait Shujait
- Ali Zahid
- Alian Samakkhah Shohreh
- Alicandro Gianfranco
- Alif Sheikh Mohammad
- Aligol Mohammad
- Alimi Rasoul
- Aliyi Ahmednur Adem
- Aljunid Syed Mohamed
- Almahmeed Wael
- Almazan Joseph Uy
- Almidani Omar
- Alomari Mahmoud A
- Alonso Nivaldo
- Alqahtani Jaber S
- Alqutaibi Ahmed Yaseen
- Altaf Awais
- Altirkawi Khalid A
- Alvi Farrukh Jawad
- Alwafi Hassan
- Aly Hany
- Alzoubi Karem H
- Amare Azmeraw T
- Ameyaw Edward Kwabena
- Amhare Abebe Feyissa
- Amin Tarek Tawfik
- Amindarolzarbi Alireza
- Aminian Dehkordi Javad
- Amiri Sohrab
- Amu Hubert
- Amugsi Dickson A
- Amzat Jimoh
- Ancuceanu Robert
- Anderlini Deanna
- Andrade Pedro Prata
- Andrei Catalina Liliana
- Andrei Tudorel
- Angappan Dhanalakshmi
- Anil Abhishek
- Anjum Afifa
- Antony Catherine M
- Antriyandarti Ernoiz
- Anuoluwa Iyadunni Adesola
- Anwar Sumadi Lukman
- Anyasodor Anayochukwu Edward
- Appiah Seth Christopher Yaw
- Aqeel Muhammad
- Arab-Zozani Morteza
- Arabloo Jalal
- Arabzadeh Bahri Razman
- Arafat Mosab
- Aravkin Aleksandr Y
- Araújo Ana Margarida
- Aremu Abdulfatai
- Ariffin Hany
- Aripov Timur
- Armocida Benedetta
- Arooj Mahwish
- Artamonov Anton A
- Artanti Kurnia Dwi
- Arulappan Judie
- Aruleba Idowu Thomas
- Aruleba Raphael Taiwo
- Arumugam Ashokan
- Asaad Malke
- Asgary Saeed
- Ashemo Mubarek Yesse
- Ashraf Muhammad
- Asika Marvellous O
- Athari Seyyed Shamsadin
- Atout Maha Moh'd Wahbi
- Atreya Alok
- Attia Sameh
- Aujayeb Avinash
- Avan Abolfazl
- Awotidebe Adedapo Wasiu
- Ayala Quintanilla Beatriz Paulina
- Ayanore Martin Amogre
- Ayele Getnet Melaku
- Ayuso-Mateos Jose L
- Ayyoubzadeh Seyed Mohammad
- Azadnajafabad Sina
- Azhar Gulrez Shah
- Aziz Shahkaar
- Azzam Ahmed Y
- Babashahi Mina
- Babu Abraham Samuel
- Badar Muhammad
- Badawi Alaa
- Badiye Ashish D
- Baghdadi Soroush
- Bagheri Nasser
- Bagherieh Sara
- Bah Sulaiman
- Bahadorikhalili Saeed
- Bai Jianjun
- Bai Ruhai
- Baker Jennifer L
- Bakkannavar Shankar M
- Bako Abdulaziz T
- Balakrishnan Senthilkumar
- Balogun Saliu A
- Baltatu Ovidiu Constantin
- Bam Kiran
- Banach Maciej
- Bandyopadhyay Soham
- Banik Biswajit
- Banik Palash Chandra
- Bansal Hansi
- Barati Shirin
- Barchitta Martina
- Bardhan Mainak
- Barker-Collo Suzanne Lyn
- Barone-Adesi Francesco
- Barqawi Hiba Jawdat
- Barr Ronald D
- Barrero Lope H
- Basharat Zarrin
- Bashir Asma'u IJ
- Bashiru Hameed Akande
- Baskaran Pritish
- Basnyat Buddha
- Bassat Quique
- Basso João Diogo
- Basu Saurav
- Batra Kavita
- Batra Ravi
- Baune Bernhard T
- Bayati Mohsen
- Bayileyegn Nebiyou Simegnew
- Beaney Thomas
- Bedi Neeraj
- Begum Tahmina
- Behboudi Emad
- Behnoush Amir Hossein
- Beiranvand Maryam
- Bejarano Ramirez Diana Fernanda
- Belgaumi Uzma Iqbal
- Bell Michelle L
- Bello Aminu K
- Bello Muhammad Bashir
- Bello Olorunjuwon Omolaja
- Belo Luis
- Beloukas Apostolos
- Bendak Salaheddine
- Bennett Derrick A
- Bensenor Isabela M
- Benzian Habib
- Berezvai Zombor
- Berman Adam E
- Bermudez Amiel Nazer C
- Bettencourt Paulo JG
- Beyene Habtamu B
- Beyene Kebede A
- Bhagat Devidas S
- Bhagavathula Akshaya Srikanth
- Bhala Neeraj
- Bhalla Ashish
- Bhandari Dinesh
- Bhardwaj Nikha
- Bhardwaj Pankaj
- Bhardwaj Prarthna V
- Bhargava Ashish
- Bhaskar Sonu
- Bhat Vivek
- Bhatti Gurjit Kaur
- Bhatti Jasvinder Singh
- Bhatti Manpreet S
- Bhatti Rajbir
- Bhutta Zulfiqar A
- Bikbov Boris
- Binmadi Nada
- Bintoro Bagas Suryo
- Biondi Antonio
- Bisignano Catherine
- Bisulli Francesca
- Biswas Atanu
- Biswas Raaj Kishore
- Bitaraf Saeid
- Bjørge Tone
- Bleyer Archie
- Boampong Mary Sefa
- Bodolica Virginia
- Bodunrin Aadam Olalekan
- Bolarinwa Obasanjo Afolabi
- Bonakdar Hashemi Milad
- Bonny Aime
- Bora Basara Berrak
- Bora Kaustubh
- Borodo Safiya Bala
- Borschmann Rohan
- Botero Carvajal Alejandro
- Bouaoud Souad
- Boudalia Sofiane
- Boyko Edward J
- Bragazzi Nicola Luigi
- Braithwaite Dejana
- Brenner Hermann
- Britton Gabrielle
- Browne Annie J
- Brunoni Andre R
- Bulamu Norma B
- Bulto Lemma N
- Buonsenso Danilo
- Burkart Katrin
- Burns Richard A
- Burugina Nagaraja Sharath
- Busse Reinhard
- Bustanji Yasser
- Butt Zahid A
- Caetano dos Santos Florentino Luciano
- Cai Tianji
- Calina Daniela
- Campos Luciana Aparecida
- Campos-Nonato Ismael R
- Cao Chao
- Cardenas Carlos Alberto
- Carr Sinclair
- Carreras Giulia
- Carrero Juan J
- Carugno Andrea
- Carvalho Felix
- Carvalho Márcia
- Castaldelli-Maia Joao Mauricio
- Castañeda-Orjuela Carlos A
- Castelpietra Giulio
- Catalá-López Ferrán
- Catapano Alberico L
- Cattaruzza Maria Sofia
- Caye Arthur
- Cederroth Christopher R
- Cembranel Francieli
- Cenderadewi Muthia
- Cercy Kelly M
- Cerin Ester
- Cevik Muge
- Chacón-Uscamaita Pamela R Uscamaita
- Chahine Yaacoub
- Chakraborty Chiranjib
- Chan Jeffrey Shi Kai
- Chang Chin-Kuo
- Charalampous Periklis
- Charan Jaykaran
- Chattu Vijay Kumar
- Chatzimavridou-Grigoriadou Victoria
- Chavula Malizgani Paul
- Cheema Huzaifa Ahmad
- Chen An-Tian
- Chen Haowei
- Chen Lingxiao
- Chen Meng Xuan
- Chen Simiao
- Cherbuin Nicolas
- Chew Derek S
- Chi Gerald
- Chirinos-Caceres Jesus Lorenzo
- Chitheer Abdulaal
- Cho So Mi Jemma
- Cho William CS
- Chong Bryan
- Chopra Hitesh
- Choudhary Rahul
- Chowdhury Rajiv
- Chu Dinh-Toi
- Chukwu Isaac Sunday
- Chung Eric
- Chung Eunice
- Chung Sheng-Chia
- Cini Karly I
- Clark Cain CT
- Coberly Kaleb
- Columbus Alyssa
- Comfort Haley
- Conde Joao
- Conti Sara
- Cortesi Paolo Angelo
- Costa Vera Marisa
- Cousin Ewerton
- Cowden Richard G
- Criqui Michael H
- Cruz-Martins Natália
- Culbreth Garland T
- Cullen Patricia
- Cunningham Matthew
- Cámera Luis Alberto
- Cárdenas Rosario
- D'Amico Emanuele
- da Silva e Silva Daniel
- Dadana Sriharsha
- Dadras Omid
- Dai Zhaoli
- Dalal Koustuv
- Dalli Lachlan L
- Damiani Giovanni
- Daneshvar Sara
- Darwesh Aso Mohammad
- Das Jai K
- Das Saswati
- Dash Nihar Ranjan
- Dashti Mohsen
- Davis Weaver Nicole
- Davletov Kairat
- De Leo Diego
- Debele Aklilu Tamire
- Degenhardt Louisa
- Dehbandi Reza
- Deitesfeld Lee
- Delgado-Enciso Ivan
- Delgado-Ortiz Laura
- Demant Daniel
- Demessa Berecha Hundessa
- Demetriades Andreas K
- Deng Xinlei
- Denova-Gutiérrez Edgar
- Deribe Kebede
- Dervenis Nikolaos
- Des Jarlais Don C
- Desai Hardik Dineshbhai
- Desai Rupak
- Deuba Keshab
- Devanbu Vinoth Gnana Chellaiyan
- Dey Sourav
- Dhali Arkadeep
- Dhama Kuldeep
- Dhimal Mandira Lamichhane
- Dhimal Meghnath
- Dhingra Sameer
- Dias da Silva Diana
- Diaz Daniel
- Dima Adriana
- Ding Delaney D
- Dirac M Ashworth
- Dixit Abhinav
- Dixit Shilpi Gupta
- do Prado Camila Bruneli
- Do Thanh Chi
- Do Thao Huynh Phuong
- Dodangeh Masoud
- Dokova Klara Georgieva
- Dolecek Christiane
- Dorsey E Ray
- dos Santos Wendel Mombaque
- Doshi Rajkumar
- Doshmangir Leila
- Douiri Abdel
- Dowou Robert Kokou
- Driscoll Tim Robert
- Dsouza Haneil Larson
- Dube John
- Dumith Samuel C
- Dunachie Susanna J
- Duncan Bruce B
- Duraes Andre Rodrigues
- Duraisamy Senbagam
- Durojaiye Oyewole Christopher
- Dutta Sulagna
- Dzianach Paulina Agnieszka
- Dziedzic Arkadiusz Marian
- Dávila-Cervantes Claudio Alberto
- Ebenezer Oluwakemi
- Eboreime Ejemai
- Ebrahimi Alireza
- Echieh Chidiebere Peter
- Ed-Dra Abdelaziz
- Edinur Hisham Atan
- Edvardsson David
- Edvardsson Kristina
- Efendi Defi
- Efendi Ferry
- Eghdami Shayan
- Eikemo Terje Andreas
- Eini Ebrahim
- Ekholuenetale Michael
- Ekpor Emmanuel
- Ekundayo Temitope Cyrus
- El Arab Rabie Adel
- El Morsi Doaa Abdel Wahab
- El Sayed Zaki Maysaa
- El Tantawi Maha
- Elbarazi Iffat
- Elemam Noha Mousaad
- Elgar Frank J
- Elgendy Islam Y
- ElGohary Ghada Metwally Tawfik
- Elhabashy Hala Rashad
- Elhadi Muhammed
- Elmeligy Omar Abdelsadek Abdou
- Elshaer Mohammed
- Elsohaby Ibrahim
- Emami Zeydi Amir
- Emamverdi Mehdi
- Emeto Theophilus I
- Engelbert Bain Luchuo
- Erkhembayar Ryenchindorj
- Eshetie Tesfahun C
- Eskandarieh Sharareh
- Espinosa-Montero Juan
- Estep Kara
- Etaee Farshid
- Eze Ugochukwu Anthony
- Fabin Natalia
- Fadaka Adewale Oluwaseun
- Fagbamigbe Adeniyi Francis
- Fahimi Saman
- Falzone Luca
- Farinha Carla Sofia E Sá
- Faris MoezAlIslam Ezzat Mahmoud
- Farjoud Kouhanjani Mohsen
- Faro Andre
- Farrokhpour Hossein
- Fatehizadeh Ali
- Fattahi Hamed
- Fauk Nelsensius Klau
- Fazeli Pooria
- Feigin Valery L
- Fekadu Ginenus
- Fereshtehnejad Seyed-Mohammad
- Feroze Abdullah Hamid
- Ferrante Daniela
- Ferrara Pietro
- Ferreira Nuno
- Fetensa Getahun
- Filip Irina
- Fischer Florian
- Flavel Joanne
- Flaxman Abraham D
- Flor Luisa S
- Florin Bobirca Teodor
- Folayan Morenike Oluwatoyin
- Foley Kristen Marie
- Fomenkov Artem Alekseevich
- Force Lisa M
- Fornari Carla
- Foroutan Behzad
- Foschi Matteo
- Francis Kate Louise
- Franklin Richard Charles
- Freitas Alberto
- Friedman Joseph
- Friedman Sara D
- Fukumoto Takeshi
- Fuller John E
- Gaal Peter Andras
- Gadanya Muktar A
- Gaihre Santosh
- Gaipov Abduzhappar
- Gakidou Emmanuela
- Galali Yaseen
- Galehdar Nasrin
- Gallus Silvano
- Gan Quan
- Gandhi Aravind P
- Ganesan Balasankar
- Garg Jalaj
- Gau Shuo-Yan
- Gautam Prem
- Gautam Rupesh K
- Gazzelloni Federica
- Gebregergis Miglas W
- Gebrehiwot Mesfin
- Gebremariam Tesfay Brhane
- Gerema Urge
- Getachew Motuma Erena
- Getachew Tamirat
- Gething Peter W
- Ghafourifard Mansour
- Ghahramani Sulmaz
- Ghailan Khalid Yaser
- Ghajar Alireza
- Ghanbarnia Mohammad Javad
- Ghasemi MohammadReza
- Ghasemzadeh Afsaneh
- Ghassemi Fariba
- Ghazy Ramy Mohamed
- Ghimire Sailaja
- Gholamian Asadollah
- Gholamrezanezhad Ali
- Ghorbani Vajargah Pooyan
- Ghozali Ghozali
- Ghozy Sherief
- Ghuge Arun Digambarrao
- Gialluisi Alessandro
- Gibson Ruth Margaret
- Gil Artyom Urievich
- Gill Paramjit Singh
- Gill Tiffany K
- Gillum Richard F
- Ginindza Themba G
- Girmay Alem
- Glasbey James C
- Gnedovskaya Elena V
- Goel Amit
- Goldust Mohamad
- Golechha Mahaveer
- Goleij Pouya
- Golestanfar Arefeh
- Golinelli Davide
- Gona Philimon N
- Goudarzi Houman
- Goudarzian Amir Hossein
- Goyal Anmol
- Greenhalgh Scott
- Grivna Michal
- Guarducci Giovanni
- Gubari Mohammed Ibrahim Mohialdeen
- Gudeta Mesay Dechasa
- Guha Avirup
- Guicciardi Stefano
- Gunawardane Damitha Asanga
- Gunturu Sasidhar
- Guo Cui
- Gupta Anish Kumar
- Gupta Bhawna
- Gupta Indarchand Ratanlal
- Gupta Rajat Das
- Gupta Sapna
- Gupta Veer Bala
- Gupta Vijai Kumar
- Gupta Vivek Kumar
- Gutiérrez Reyna Alma
- Göbölös Laszlo
- Habibzadeh Farrokh
- Habibzadeh Parham
- Hachinski Vladimir
- Haddadi Mohammad
- Haddadi Rasool
- Haep Nils
- Hajj Ali Adel
- Halboub Esam S
- Halim Sobia Ahsan
- Hall Brian J
- Haller Sebastian
- Halwani Rabih
- Hamadeh Randah R
- Hamagharib Abdullah Kanaan
- Hamidi Samer
- Hamiduzzaman Mohammad
- Hammoud Ahmad
- Hanifi Nasrin
- Hankey Graeme J
- Hannan Md Abdul
- Haque Md Nuruzzaman
- Harapan Harapan
- Haro Josep Maria
- Hasaballah Ahmed I
- Hasan Faizul
- Hasan Ikramul
- Hasan M Tasdik
- Hasani Hamidreza
- Hasanian Mohammad
- Hasanpour- Dehkordi Ali
- Hassan Abbas M
- Hassan Amr
- Hassanian-Moghaddam Hossein
- Hassanipour Soheil
- Haubold Johannes
- Havmoeller Rasmus J
- Hay Simon I
- Hbid Youssef
- Hebert Jeffrey J
- Hegazi Omar E
- Heidari Golnaz
- Heidari Mohammad
- Heidari-Foroozan Mahsa
- Heidari-Soureshjani Reza
- Helfer Bartosz
- Herteliu Claudiu
- Hesami Hamed
- Hettiarachchi Dineshani
- Heyi Demisu Zenbaba
- Hezam Kamal
- Hiraike Yuta
- Hoffman Howard J
- Holla Ramesh
- Horita Nobuyuki
- Hossain Md Belal
- Hossain Md Mahbub
- Hossain Sahadat
- Hosseini Mohammad-Salar
- Hosseinzadeh Hassan
- Hosseinzadeh Mehdi
- Hostiuc Mihaela
- Hostiuc Sorin
- Hsairi Mohamed
- Hsieh Vivian Chia-rong
- Hu Chengxi
- Huang Junjie
- Huda Md Nazmul
- Hugo Fernando N
- Hultström Michael
- Hussain Javid
- Hussain Salman
- Hussein Nawfal R
- Huy Le Duc
- Huynh Hong-Han
- Hwang Bing-Fang
- Ibitoye Segun Emmanuel
- Idowu Oluwatope Olaniyi
- Ijo Desta
- Ikuta Kevin S
- Ilaghi Mehran
- Ilesanmi Olayinka Stephen
- Ilic Irena M
- Ilic Milena D
- Immurana Mustapha
- Inbaraj Leeberk Raja
- Iradukunda Arnaud
- Iravanpour Farideh
- Iregbu Kenneth Chukwuemeka
- Islam Md Rabiul
- Islam Mohammad Mainul
- Islam Sheikh Mohammed Shariful
- Islami Farhad
- Ismail Nahlah Elkudssiah
- Isola Gaetano
- Iwagami Masao
- Iwu Chidozie CD
- Iwu-Jaja Chinwe Juliana
- Iyer Mahalaxmi
- J Linda Merin
- Jaafari Jalil
- Jacob Louis
- Jacobsen Kathryn H
- Jadidi-Niaragh Farhad
- Jafarinia Morteza
- Jaggi Khushleen
- Jahankhani Kasra
- Jahanmehr Nader
- Jahrami Haitham
- Jain Akhil
- Jain Nityanand
- Jairoun Ammar Abdulrahman
- Jakovljevic Mihajlo
- Jalilzadeh Yengejeh Reza
- Jamshidi Elham
- Jani Chinmay T
- Janko Mark M
- Jatau Abubakar Ibrahim
- Jayapal Sathish Kumar
- Jayaram Shubha
- Jeganathan Jayakumar
- Jema Alelign Tasew
- Jemere Digisie Mequanint
- Jeong Wonjeong
- Jha Anil K
- Jha Ravi Prakash
- Ji John S
- Jiang Heng
- Jin Yingzhao
- Jin Yinzi
- Johnson Olatunji
- Jomehzadeh Nabi
- Jones Darwin Phan
- Joo Tamas
- Joseph Abel
- Joseph Nitin
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- Trihandini Indang
- Tromans Samuel Joseph
- Truong Vien T
- Truyen Thien Tan Tri Tai
- Tsermpini Evangelia Eirini
- Tumurkhuu Munkhtuya
- Tung Kang
- Tyrovolas Stefanos
- Ubah Chukwudi S
- Udoakang Aniefiok John
- Udoh Arit
- Ulhaq Inam
- Ullah Saeed
- Ullah Sana
- Umair Muhammad
- Umar Tungki Pratama
- Umeokonkwo Chukwuma David
- Umesh Anushri
- Unim Brigid
- Unnikrishnan Bhaskaran
- Upadhyay Era
- Urso Daniele
- Vacante Marco
- Vahdani Amir Mohammad
- Vaithinathan Asokan Govindaraj
- Valadan Tahbaz Sahel
- Valizadeh Rohollah
- Van den Eynde Jef
- Varavikova Elena
- Varga Orsolya
- Varma Siddhartha Alluri
- Vart Priya
- Varthya Shoban Babu
- Vasankari Tommi Juhani
- Veerman Lennert J
- Venketasubramanian Narayanaswamy
- Venugopal Deneshkumar
- Verghese Nicholas Alexander
- Verma Madhur
- Verma Pratibha
- Veroux Massimiliano
- Verras Georgios-Ioannis
- Vervoort Dominique
- Vieira Rafael José
- Villafañe Jorge Hugo
- Villani Leonardo
- Villanueva Gabriela Ines
- Villeneuve Paul J
- Violante Francesco S
- Visontay Rachel
- Vlassov Vasily
- Vo Bay
- Vollset Stein Emil
- Volovat Simona Ruxandra
- Volovici Victor
- Vongpradith Avina
- Vos Theo
- Vujcic Isidora S
- Vukovic Rade
- Wado Yohannes Dibaba
- Wafa Hatem A
- Waheed Yasir
- Wamai Richard G
- Wang Cong
- Wang Denny
- Wang Fang
- Wang Shu
- Wang Song
- Wang Yanzhong
- Wang Yuan-Pang
- Ward Paul
- Watson Stefanie
- Weaver Marcia R
- Weerakoon Kosala Gayan
- Weiss Daniel J
- Weldemariam Abrha Hailay
- Wells Katherine M
- Wen Yi Feng
- Werdecker Andrea
- Westerman Ronny
- Wickramasinghe Dakshitha Praneeth
- Wickramasinghe Nuwan Darshana
- Wijeratne Tissa
- Wilson Shadrach
- Wojewodzic Marcin W
- Wool Eve E
- Woolf Anthony D
- Wu Dongze
- Wulandari Ratna Dwi
- Xiao Hong
- Xu Bin
- Xu Xiaoyue
- Yadav Lalit
- Yaghoubi Sajad
- Yang Lin
- Yano Yuichiro
- Yao Yao
- Ye Pengpeng
- Yesera Gesila Endashaw
- Yesodharan Renjulal
- Yesuf Subah Abderehim
- Yip Paul
- Yiğit Arzu
- Yiğit Vahit
- Yon Dong Keon
- Yonemoto Naohiro
- You Yuyi
- Younis Mustafa Z
- Yu Chuanhua
- Zadey Siddhesh
- Zadnik Vesna
- Zafari Nima
- Zahedi Mohammad
- Zahid Muhammad Nauman
- Zahir Mazyar
- Zakham Fathiah
- Zaki Nazar
- Zakzuk Josefina
- Zamagni Giulia
- Zaman Burhan Abdullah
- Zaman Sojib Bin
- Zamora Nelson
- Zand Ramin
- Zandi Milad
- Zandieh Ghazal GZ
- Zanghì Aurora
- Zare Iman
- Zastrozhin Mikhail Sergeevich
- Zeariya Mohammed GM
- Zeng Youjie
- Zhai Chunxia
- Zhang Chen
- Zhang Haijun
- Zhang Hongwei
- Zhang Yunquan
- Zhang Zhaofeng
- Zhang Zhenyu
- Zhao Hanqing
- Zhao Yang
- Zhao Yong
- Zheng Peng
- Zhong Chenwen
- Zhou Juexiao
- Zhu Bin
- Zhu Zhaohua
- Ziaeefar Pardis
- Zielińska Magdalena
- Zou Zhiyong
- Zumla Alimuddin
- Zweck Elric
- Zyoud Samer H
- Šekerija Mario
- Publication venue
- 'Elsevier BV'
- Publication date
- 11/03/2024
- Field of study
BACKGROUND: Estimates of demographic metrics are crucial to assess levels and trends of population health outcomes. The profound impact of the COVID-19 pandemic on populations worldwide has underscored the need for timely estimates to understand this unprecedented event within the context of long-term population health trends. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 provides new demographic estimates for 204 countries and territories and 811 additional subnational locations from 1950 to 2021, with a particular emphasis on changes in mortality and life expectancy that occurred during the 2020–21 COVID-19 pandemic period. METHODS: 22 223 data sources from vital registration, sample registration, surveys, censuses, and other sources were used to estimate mortality, with a subset of these sources used exclusively to estimate excess mortality due to the COVID-19 pandemic. 2026 data sources were used for population estimation. Additional sources were used to estimate migration; the effects of the HIV epidemic; and demographic discontinuities due to conflicts, famines, natural disasters, and pandemics, which are used as inputs for estimating mortality and population. Spatiotemporal Gaussian process regression (ST-GPR) was used to generate under-5 mortality rates, which synthesised 30 763 location-years of vital registration and sample registration data, 1365 surveys and censuses, and 80 other sources. ST-GPR was also used to estimate adult mortality (between ages 15 and 59 years) based on information from 31 642 location-years of vital registration and sample registration data, 355 surveys and censuses, and 24 other sources. Estimates of child and adult mortality rates were then used to generate life tables with a relational model life table system. For countries with large HIV epidemics, life tables were adjusted using independent estimates of HIV-specific mortality generated via an epidemiological analysis of HIV prevalence surveys, antenatal clinic serosurveillance, and other data sources. Excess mortality due to the COVID-19 pandemic in 2020 and 2021 was determined by subtracting observed all-cause mortality (adjusted for late registration and mortality anomalies) from the mortality expected in the absence of the pandemic. Expected mortality was calculated based on historical trends using an ensemble of models. In location-years where all-cause mortality data were unavailable, we estimated excess mortality rates using a regression model with covariates pertaining to the pandemic. Population size was computed using a Bayesian hierarchical cohort component model. Life expectancy was calculated using age-specific mortality rates and standard demographic methods. Uncertainty intervals (UIs) were calculated for every metric using the 25th and 975th ordered values from a 1000-draw posterior distribution. FINDINGS: Global all-cause mortality followed two distinct patterns over the study period: age-standardised mortality rates declined between 1950 and 2019 (a 62·8% [95% UI 60·5–65·1] decline), and increased during the COVID-19 pandemic period (2020–21; 5·1% [0·9–9·6] increase). In contrast with the overall reverse in mortality trends during the pandemic period, child mortality continued to decline, with 4·66 million (3·98–5·50) global deaths in children younger than 5 years in 2021 compared with 5·21 million (4·50–6·01) in 2019. An estimated 131 million (126–137) people died globally from all causes in 2020 and 2021 combined, of which 15·9 million (14·7–17·2) were due to the COVID-19 pandemic (measured by excess mortality, which includes deaths directly due to SARS-CoV-2 infection and those indirectly due to other social, economic, or behavioural changes associated with the pandemic). Excess mortality rates exceeded 150 deaths per 100 000 population during at least one year of the pandemic in 80 countries and territories, whereas 20 nations had a negative excess mortality rate in 2020 or 2021, indicating that all-cause mortality in these countries was lower during the pandemic than expected based on historical trends. Between 1950 and 2021, global life expectancy at birth increased by 22·7 years (20·8–24·8), from 49·0 years (46·7–51·3) to 71·7 years (70·9–72·5). Global life expectancy at birth declined by 1·6 years (1·0–2·2) between 2019 and 2021, reversing historical trends. An increase in life expectancy was only observed in 32 (15·7%) of 204 countries and territories between 2019 and 2021. The global population reached 7·89 billion (7·67–8·13) people in 2021, by which time 56 of 204 countries and territories had peaked and subsequently populations have declined. The largest proportion of population growth between 2020 and 2021 was in sub-Saharan Africa (39·5% [28·4–52·7]) and south Asia (26·3% [9·0–44·7]). From 2000 to 2021, the ratio of the population aged 65 years and older to the population aged younger than 15 years increased in 188 (92·2%) of 204 nations. INTERPRETATION: Global adult mortality rates markedly increased during the COVID-19 pandemic in 2020 and 2021, reversing past decreasing trends, while child mortality rates continued to decline, albeit more slowly than in earlier years. Although COVID-19 had a substantial impact on many demographic indicators during the first 2 years of the pandemic, overall global health progress over the 72 years evaluated has been profound, with considerable improvements in mortality and life expectancy. Additionally, we observed a deceleration of global population growth since 2017, despite steady or increasing growth in lower-income countries, combined with a continued global shift of population age structures towards older ages. These demographic changes will likely present future challenges to health systems, economies, and societies. The comprehensive demographic estimates reported here will enable researchers, policy makers, health practitioners, and other key stakeholders to better understand and address the profound changes that have occurred in the global health landscape following the first 2 years of the COVID-19 pandemic, and longer-term trends beyond the pandemic. FUNDING: Bill & Melinda Gates Foundation
ATLANTIC EPIPHYTES: a data set of vascular and non-vascular epiphyte plants and lichens from the Atlantic Forest
- Author
- Alcantara Suzana F.
- Alexandre Marcia Helena Nagahama
- Almeida Odair J.G.
- Almeida-Scabbia Renata Jimenez de
- Alves Fernanda Eliane
- Alves Rogério Marcos Oliveira de
- Alvim Francine Seehaber
- Amorim André Márcio Araújo
- Andrade Antonio C.S.
- Andrade Simone de
- Aona Lidyanne Yuriko Saleme
- Araujo Andréa Cardoso de
- Araújo Kelianne Carolina Targino de
- Ariati Vanessa
- Assis Julia Camara de
- Azevedo Cecília Oliveira de
- Barbosa Bruno Ferreira
- Barbosa Daniel Elias Ferreira
- Barbosa Fernando dos Reis
- Barros Fábio de
- Basílio Geicilaine Alves
- Bataghin Fernando Antonio
- Bered Fernanda
- Bianchi Juliana Santos
- Blum Christopher Thomas
- Boelter Carlos Renato
- Bonnet Annete
- Brancalion Pedro Henrique Santin
- Breier Tiago Bíer
- Brion Caio de Toledo
- Buzatto Cristiano Roberto
- Cabral Andressa
- Cadorin Tiago João
- Caglioni Eder
- Canêz Luciana S.
- Cardoso Pedro Henrique
- Carvalho Fábia Silva de
- Carvalho Renan Gonçalves
- Catharino Eduardo Luís Martins
- Ceballos Sergio Javier
- Cecconello Edinete
- Cerezini Monise Terra
- Cestari César
- Chaves Cleber Juliano Neves
- Citadini-Zanette Vanilde
- Coelho Luiz Francisco Mello
- Coffani-Nunes João Vicente
- Colares Renato
- Colletta Gabriel Dalla
- Corrêa Nadjara de Medeiros
- Costa Andrea F.
- Costa Grênivel Mota da
- Costa Laís Mara Santana
- Costa Natália Gabriela Souza
- Couto Dayvid Rodrigues
- Cristofolini Caroline
- Cruz Ana Carolina Rodrigues da
- César Ricardo Gomes
- Del Neri Leopoldo Angelo
- Di Pasquo Mercedes
- Dias Letícia do Carmo Dutra
- Dislich Ricardo
- dos Santos Dias Aline
- Duarte Marília Cristina
- Elias João Pedro Costa
- Fabricante Juliano Ricardo
- Farache Fernando Henrique Antoniolli
- Faria Ana Paula Gelli de
- Faxina Claudenice
- Ferreira Mariana Terrola Martins
- Fischer Erich
- Fonseca Carlos Roberto
- Fontoura Talita
- Francisco Talitha Mayumi
- Freitas Leandro
- Furtado Samyra Gomes
- Galetti Mauro
- Garbin Mário Luís
- Gasper André Luís de
- Gomes-Da-Silva Janaína
- Gonzaga Diego Rafael
- Gonçalves Mateus Felipe Araujo
- Guaraldo André C.
- Guarino E. D. S. G.
- Guislon Aline Votri
- Göetze Márcia
- Hudson Luigy Bitencourt
- Jardim Jomar Gomes
- Jungbluth Patrícia
- Júnior Vasconcelos Oliveira Silva
- Kaeser Selma dos Santos
- Kersten Rodrigo de Andrade
- Kessous Igor Musauer
- Koch Natália Mossmann
- Kuniyoshi Yoshiko Saito
- Labiak Paulo Henrique
- Lapate Maria Esther
- Leal Roberta Luísa Barbosa
- Leite Felipe Silveira
- Leitman Paula M.
- Liboni Ana Paula
- Liebsch Dieter
- Lingner Débora Vanessa
- Lombardi Júlio Antônio
- Lucas Eve J.
- Luzzi Jhonny dos Reis
- Mai Patricia
- Mania Luiz Felipe
- Mantovani Waldir
- Maragni Angelica Guidoni
- Marcusso Gabriel Mendes
- Marques Márcia Cristina Mendes
- Martins Cristiane
- Martins Laura do Nascimento
- Martins Pedro Luiz Sanglard Silva
- Matos Fernando Bittencourt
- Mazziero Frederico Fregolente Faracco
- Melo Camila de Aguiar
- Melo Maria Margarida Fiuza de
- Mendes Alex Fernando
- Menini Neto Luiz
- Mesacasa Letícia
- Monalisa-Francisco Nathalia
- Morellato L. C.Patricia
- Moreno Vanessa de Souza
- Mortara Sara Ribeiro
- Muller Adelcio
- Murakami Mariana Moreira da Silva
- Márquez Gonzalo Javier
- Nardy Camila
- Nervo Michelle Helena
- Neves Beatriz
- Nogueira Matheus Guimarães Cardoso
- Nonato Fabiana Regina
- Nunes-Freitas André Felippe
- Oliveira César Pedro Lopes de
- Oliveira-Filho Ary Teixeira de
- Overbeck Gerhard Ernst
- Paciência Mateus Luís Barradas
- Padilha Patricia
- Padilha Peterson Teodoro
- Pereira Ana Clara Alves
- Pereira Luciana Carvalho
- Pereira R. A.S.
- Pincheira-Ulbrich Jimmy
- Pires José Salatiel Rodrigues
- Pizo Marco Aurélio
- Pôrto Kátia Cavalcanti
- Ramos Flávio Nunes
- Rattis Ludmila
- Reis Joice Rodrigues de Mendonça
- Reis Simone Gonçalves dos
- Ribeiro Milton Cezar
- Rocha Carlos Frederico D. da
- Rocha Fernando Souza
- Rocha-Pessôa Thereza Christina da
- Rodrigo Rossatto Davi
- Rodrigues Alba Regina Pereira
- Rodrigues Ricardo Ribeiro
- Rogalski Juliana Marcia
- Rosanelli Roberta Luiza
- Rossado Andrés J.
- Rother Débora Cristina
- Ruiz-Miranda Carlos R.
- Saiter Felipe Zamborlini
- Sampaio Mauricio Bonesso
- Santana Lucas Dezidério
- Santos Ana Carolina Laurenti
- Santos Juliana Silveira dos
- Sartorello Ricardo
- Sazima Marlies And I.
- Schmitt Juliane Luzía
- Schneider Geniane
- Schroeder Bruna Grosch
- Sevegnani Lúcia
- Silva Ana Carolina Granero E.
- Silva Fernando Rodrigues da
- Silva Izabela Bitencourt Veloso da
- Silva Maria Juliana da
- Silva Mércia Patrícia Pereira
- Silva Rafaela Guimarães
- Silva Sandro Menezes
- Singer Rodrigo Bustos
- Siqueira Geovane Souza
- Soares Luis Eduardo S.
- Sousa Hildeberto Caldas de
- Spielmann Adriano Afonso
- Tonetti Vinicius R.
- Toniato Maria Teresa Zugliani
- Ulguim Paulo Sérgio Bordoni
- Van Den Berg Cássio
- van den Berg Eduardo
- Varassin Isabela Galarda
- Vibrans Alexander Christian
- Waechter Jorge Luiz
- Weissenberg Erick Willy
- Windisch Paulo Günter
- Wolowski Marina
- Ya?ez Agustina
- Yoshikawa Vania Nobuko
- Zandoná Luciano Ramos
- Zanella Camila Martini
- Zanin Elisabete Maria
- Zappi Daniela C.
- Zipparro Valesca Bononi
- Zorzanelli João Paulo Fernandes
- Publication venue
- 'Wiley'
- Publication date
- 01/01/2019
- Field of study
Epiphytes are hyper-diverse and one of the frequently undervalued life forms in plant surveys and biodiversity inventories. Epiphytes of the Atlantic Forest, one of the most endangered ecosystems in the world, have high endemism and radiated recently in the Pliocene. We aimed to (1) compile an extensive Atlantic Forest data set on vascular, non-vascular plants (including hemiepiphytes), and lichen epiphyte species occurrence and abundance; (2) describe the epiphyte distribution in the Atlantic Forest, in order to indicate future sampling efforts. Our work presents the first epiphyte data set with information on abundance and occurrence of epiphyte phorophyte species. All data compiled here come from three main sources provided by the authors: published sources (comprising peer-reviewed articles, books, and theses), unpublished data, and herbarium data. We compiled a data set composed of 2,095 species, from 89,270 holo/hemiepiphyte records, in the Atlantic Forest of Brazil, Argentina, Paraguay, and Uruguay, recorded from 1824 to early 2018. Most of the records were from qualitative data (occurrence only, 88%), well distributed throughout the Atlantic Forest. For quantitative records, the most common sampling method was individual trees (71%), followed by plot sampling (19%), and transect sampling (10%). Angiosperms (81%) were the most frequently registered group, and Bromeliaceae and Orchidaceae were the families with the greatest number of records (27,272 and 21,945, respectively). Ferns and Lycophytes presented fewer records than Angiosperms, and Polypodiaceae were the most recorded family, and more concentrated in the Southern and Southeastern regions. Data on non-vascular plants and lichens were scarce, with a few disjunct records concentrated in the Northeastern region of the Atlantic Forest. For all non-vascular plant records, Lejeuneaceae, a family of liverworts, was the most recorded family. We hope that our effort to organize scattered epiphyte data help advance the knowledge of epiphyte ecology, as well as our understanding of macroecological and biogeographical patterns in the Atlantic Forest. No copyright restrictions are associated with the data set. Please cite this Ecology Data Paper if the data are used in publication and teaching events. © 2019 The Authors. Ecology © 2019 The Ecological Society of Americ
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
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
- 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
- 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.
- Baider Cláudia
- Baker Timothy R.
- Barbosa Edelcilio Marques
- Barbosa Julianna Freires
- Barbosa Reinaldo Imbrozio
- Barbosa Thiago Augusto Pedroso
- 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
- 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.
- Casadei-Ferreira Alexandre
- Casatti Lílian
- 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 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
- d'Horta Fernando Mendonça
- 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
- e Gomes Jerrian Oliveira
- e Pérez Raúl Enriqu Pirela
- Edwards David P.
- 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 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.
- 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
- Ivanauskas Natalia Macedo
- Izzo Thiago Junqueira
- Jakovac Catarina C.
- Jardim Gabriela Abrantes
- 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.
- 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
- 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 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.
- Muelbert Adriane Esquivel
- Muñoz Gutiérrez Jhonatan Andrés
- Naka Luciano Nicolas
- Nascimento Henrique Eduardo Mendonça
- Nascimento Marcelo Trindade
- 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 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.
- 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.
- 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
- Schmidt Fernando Augusto
- Schwartz Gustavo
- Schöngart Jochen
- Scudeller Veridiana Vizoni
- Shimabukuro Yosio Edemir
- Shimano Yulie
- 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 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
- Storck-Tonon Danielle
- Stropp Juliana
- Targhetta Natalia
- ter Steege Hans
- Todeschini Felipe
- Triana Stefania Pinzón
- Uehara-Prado Marcio
- van den Berg Eduardo
- Vasconcelos Heraldo L.
- Vaz-de-Mello Fernando
- Vedovato Laura Barbosa
- Venticinque Eduardo M.
- Veras Daniel Silas
- Vicente Ricardo Eduardo
- Vicentini Alberto
- Vidal Edson
- Vieira Daniel Luis Mascia
- 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
- Publication venue
- Publication date
- 21/08/2023
- Field of study
Biodiversity loss is one of the main challenges of our time,1,2 and attempts to address it require a clear 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
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- Abhilash E S
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- Abouzid Mohamed
- Aboye Girma Beressa
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- Abu Rumeileh Samir
- Abu-Gharbieh Eman
- Abu-Rmeileh Niveen ME
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- Ullah Saeed
- Ullah Sana
- Umakanthan Srikanth
- Umeokonkwo Chukwuma David
- Unim Brigid
- Unnikrishnan Bhaskaran
- Unsworth Carolyn Anne
- Upadhyay Era
- Urso Daniele
- Usman Jibrin Sammani
- Vahabi Seyed Mohammad
- Vaithinathan Asokan Govindaraj
- Valizadeh Rohollah
- Van de Velde Sarah M
- Van den Eynde Jef
- Varga Orsolya
- Vart Priya
- Varthya Shoban Babu
- Vasankari Tommi Juhani
- Vasic Milena
- Vaziri Siavash
- Vellingiri Balachandar
- Venketasubramanian Narayanaswamy
- Verghese Nicholas Alexander
- Verma Madhur
- Veroux Massimiliano
- Verras Georgios-Ioannis
- Vervoort Dominique
- Villafañe Jorge Hugo
- Villanueva Gabriela Ines
- Vinayak Manish
- Violante Francesco S
- Viskadourou Maria
- Vladimirov Sergey Konstantinovitch
- Vlassov Vasily
- Vo Bay
- Vollset Stein Emil
- Vongpradith Avina
- Vos Theo
- Vujcic Isidora S
- Vukovic Rade
- Wafa Hatem A
- Waheed Yasir
- Wamai Richard G
- Wang Cong
- Wang Ning
- Wang Shu
- Wang Song
- Wang Yanzhong
- Wang Yuan-Pang
- Waqas Muhammad
- Ward Paul
- Wassie Emebet Gashaw
- Watson Stefanie
- Watson Stephanie Louise Watson
- Weerakoon Kosala Gayan
- Wei Melissa Y
- Weintraub Robert G
- Weiss Daniel J
- Westerman Ronny
- Whisnant Joanna L
- Wiangkham Taweewat
- Wickramasinghe Dakshitha Praneeth
- Wickramasinghe Nuwan Darshana
- Wilandika Angga
- Wilkerson Caroline
- Willeit Peter
- Wilson Shadrach
- Wojewodzic Marcin W
- Woldegebreal Demewoz H
- Wolf Axel Walter
- Wolfe Charles D A
- Wondimagegene Yohannes Addisu
- Wong Yen Jun
- Wongsin Utoomporn
- Wool Eve E
- Wu Ai-Min
- Wu Chenkai
- Wu Felicia
- Wu Xinsheng
- Wu Zenghong
- Xia Juan
- Xiao Hong
- Xie Yang
- Xu Suowen
- Xu Wang-Dong
- Xu Xiaoyue
- Xu Yvonne Yiru
- Yadollahpour Ali
- Yamagishi Kazumasa
- Yang Danting
- Yang Lin
- Yano Yuichiro
- Yao Yao
- Yaribeygi Habib
- Ye Pengpeng
- Yehualashet Sisay Shewasinad
- Yesiltepe Metin
- Yesuf Subah Abderehim
- Yezli Saber
- Yi Siyan
- Yigezu Amanuel
- Yip Paul
- Yismaw Malede Berihun
- Yismaw Yazachew
- Yiğit Arzu
- Yiğit Vahit
- Yon Dong Keon
- Yonemoto Naohiro
- Yoon Seok-Jun
- You Yuyi
- Younis Mustafa Z
- Yousefi Zabihollah
- Yu Chuanhua
- Yu Yong
- Yuh Faith H
- Zadey Siddhesh
- Zadnik Vesna
- Zafari Nima
- Zakham Fathiah
- Zaki Nazar
- Zaman Sojib Bin
- Zamora Nelson
- Zand Ramin
- Zangiabadian Moein
- Zar Heather J
- Zare Iman
- Zarrintan Armin
- Zeariya Mohammed G M
- Zeinali Zahra
- Zhang Haijun
- Zhang Jianrong
- Zhang Jingya
- Zhang Liqun
- Zhang Yunquan
- Zhang Zhi-Jiang
- Zhao Hanqing
- Zhong Chenwen
- Zhou Juexiao
- Zhu Bin
- Zhu Lei
- Ziafati Makan
- Zielińska Magdalena
- Zitoun Osama A
- Zoladl Mohammad
- Zou Zhiyong
- Zuhlke Liesl J
- Zumla Alimuddin
- Zweck Elric
- Zyoud Samer H
- Ärnlöv Johan
- Šekerija Mario
- Publication venue
- Elsevier
- Publication date
- 01/01/2024
- Field of study
BACKGROUND Regular, detailed reporting on population health by underlying cause of death is fundamental for public health decision making. Cause-specific estimates of mortality and the subsequent effects on life expectancy worldwide are valuable metrics to gauge progress in reducing mortality rates. These estimates are particularly important following large-scale mortality spikes, such as the COVID-19 pandemic. When systematically analysed, mortality rates and life expectancy allow comparisons of the consequences of causes of death globally and over time, providing a nuanced understanding of the effect of these causes on global populations. METHODS The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 cause-of-death analysis estimated mortality and years of life lost (YLLs) from 288 causes of death by age-sex-location-year in 204 countries and territories and 811 subnational locations for each year from 1990 until 2021. The analysis used 56 604 data sources, including data from vital registration and verbal autopsy as well as surveys, censuses, surveillance systems, and cancer registries, among others. As with previous GBD rounds, cause-specific death rates for most causes were estimated using the Cause of Death Ensemble model-a modelling tool developed for GBD to assess the out-of-sample predictive validity of different statistical models and covariate permutations and combine those results to produce cause-specific mortality estimates-with alternative strategies adapted to model causes with insufficient data, substantial changes in reporting over the study period, or unusual epidemiology. YLLs were computed as the product of the number of deaths for each cause-age-sex-location-year and the standard life expectancy at each age. As part of the modelling process, uncertainty intervals (UIs) were generated using the 2·5th and 97·5th percentiles from a 1000-draw distribution for each metric. We decomposed life expectancy by cause of death, location, and year to show cause-specific effects on life expectancy from 1990 to 2021. We also used the coefficient of variation and the fraction of population affected by 90% of deaths to highlight concentrations of mortality. Findings are reported in counts and age-standardised rates. Methodological improvements for cause-of-death estimates in GBD 2021 include the expansion of under-5-years age group to include four new age groups, enhanced methods to account for stochastic variation of sparse data, and the inclusion of COVID-19 and other pandemic-related mortality-which includes excess mortality associated with the pandemic, excluding COVID-19, lower respiratory infections, measles, malaria, and pertussis. For this analysis, 199 new country-years of vital registration cause-of-death data, 5 country-years of surveillance data, 21 country-years of verbal autopsy data, and 94 country-years of other data types were added to those used in previous GBD rounds. FINDINGS The leading causes of age-standardised deaths globally were the same in 2019 as they were in 1990; in descending order, these were, ischaemic heart disease, stroke, chronic obstructive pulmonary disease, and lower respiratory infections. In 2021, however, COVID-19 replaced stroke as the second-leading age-standardised cause of death, with 94·0 deaths (95% UI 89·2-100·0) per 100 000 population. The COVID-19 pandemic shifted the rankings of the leading five causes, lowering stroke to the third-leading and chronic obstructive pulmonary disease to the fourth-leading position. In 2021, the highest age-standardised death rates from COVID-19 occurred in sub-Saharan Africa (271·0 deaths [250·1-290·7] per 100 000 population) and Latin America and the Caribbean (195·4 deaths [182·1-211·4] per 100 000 population). The lowest age-standardised death rates from COVID-19 were in the high-income super-region (48·1 deaths [47·4-48·8] per 100 000 population) and southeast Asia, east Asia, and Oceania (23·2 deaths [16·3-37·2] per 100 000 population). Globally, life expectancy steadily improved between 1990 and 2019 for 18 of the 22 investigated causes. Decomposition of global and regional life expectancy showed the positive effect that reductions in deaths from enteric infections, lower respiratory infections, stroke, and neonatal deaths, among others have contributed to improved survival over the study period. However, a net reduction of 1·6 years occurred in global life expectancy between 2019 and 2021, primarily due to increased death rates from COVID-19 and other pandemic-related mortality. Life expectancy was highly variable between super-regions over the study period, with southeast Asia, east Asia, and Oceania gaining 8·3 years (6·7-9·9) overall, while having the smallest reduction in life expectancy due to COVID-19 (0·4 years). The largest reduction in life expectancy due to COVID-19 occurred in Latin America and the Caribbean (3·6 years). Additionally, 53 of the 288 causes of death were highly concentrated in locations with less than 50% of the global population as of 2021, and these causes of death became progressively more concentrated since 1990, when only 44 causes showed this pattern. The concentration phenomenon is discussed heuristically with respect to enteric and lower respiratory infections, malaria, HIV/AIDS, neonatal disorders, tuberculosis, and measles. INTERPRETATION Long-standing gains in life expectancy and reductions in many of the leading causes of death have been disrupted by the COVID-19 pandemic, the adverse effects of which were spread unevenly among populations. Despite the pandemic, there has been continued progress in combatting several notable causes of death, leading to improved global life expectancy over the study period. Each of the seven GBD super-regions showed an overall improvement from 1990 and 2021, obscuring the negative effect in the years of the pandemic. Additionally, our findings regarding regional variation in causes of death driving increases in life expectancy hold clear policy utility. Analyses of shifting mortality trends reveal that several causes, once widespread globally, are now increasingly concentrated geographically. These changes in mortality concentration, alongside further investigation of changing risks, interventions, and relevant policy, present an important opportunity to deepen our understanding of mortality-reduction strategies. Examining patterns in mortality concentration might reveal areas where successful public health interventions have been implemented. Translating these successes to locations where certain causes of death remain entrenched can inform policies that work to improve life expectancy for people everywhere. FUNDING Bill & Melinda Gates Foundation
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