Cooper DLM 1 , Lewis SL 2 , Sullivan MJP 3 , Prado PI 4 , Ter Steege H 5 , Barbier N 6 Show all authors , Slik F 7 , Sonké B 8 , Ewango CEN 9 , Adu-Bredu S 10 , Affum-Baffoe K 11 , de Aguiar DPP 12 , Ahuite Reategui MA 13 , Aiba SI 14 , Albuquerque BW 15 , de Almeida Matos FD 16 , Alonso A 17 , Amani CA 18 , do Amaral DD 19 , do Amaral IL 16 , Andrade A 20 , de Andrade Miranda IP 16 , Angoboy IB 21 , Araujo-Murakami A 22 , Arboleda NC 23 , Arroyo L 22 , Ashton P 24 , Aymard C GA 25 , Baider C 26 , Baker TR 3 , Balinga MPB 27 , Balslev H 28 , Banin LF 29 , Bánki OS 5 , Baraloto C 30 , Barbosa EM 16 , Barbosa FR 31 , Barlow J 32 , Bastin JF 33 , Beeckman H 34 , Begne S 3 , Bengone NN 35 , Berenguer E 32 , Berry N 36 , Bitariho R 37 , Boeckx P 38 , Bogaert J 39 , Bonyoma B 40 , Boundja P 18 , Bourland N 34 , Boyemba Bosela F 41 , Brambach F 42 , Brienen R 3 , Burslem DFRP 43 , Camargo JL 20 , Campelo W 44 , Cano A 45 , Cárdenas S 45 , Cárdenas López D 23 , de Sá Carpanedo R 31 , Carrero Márquez YA 46 , Carvalho FA 47 , Casas LF 45 , Castellanos H 48 , Castilho CV 49 , Cerón C 50 , Chapman CA 51 , Chave J 52 , Chhang P 53 , Chutipong W 54 , Chuyong GB 55 , Cintra BBL 56 , Clark CJ 57 , Coelho de Souza F 47 , Comiskey JA 58 , Coomes DA 59 , Cornejo Valverde F 60 , Correa DF 45 , Costa FRC 47 , Costa JBP 61 , Couteron P 6 , Culmsee H 62 , Cuni-Sanchez A 63 , Dallmeier F 17 , Damasco G 64 , Dauby G 6 , Dávila N 65 , Dávila Doza HP 66 , De Alban JDT 67 , de Assis RL 68 , De Canniere C 69 , De Haulleville T 34 , de Jesus Veiga Carim M 70 , Demarchi LO 15 , Dexter KG 71 , Di Fiore A 72 , Din HHM 73 , Disney MI 74 , Djiofack BY 34 , Djuikouo MK 8 , Do TV 75 , Doucet JL 76 , Draper FC 77 , Droissart V 6 , Duivenvoorden JF 78 , Engel J 6 , Estienne V 79 , Farfan-Rios W 80 , Fauset S 81 , Feeley KJ 82 , Feitosa YO 83 , Feldpausch TR 84 , Ferreira C 16 , Ferreira J 85 , Ferreira LV 19 , Fletcher CD 86 , Flores BM 87 , Fofanah A 88 , Foli EG 10 , Fonty É 89 , Fredriksson GM 90 , Fuentes A 91 , Galbraith D 3 , Gallardo Gonzales GP 66 , Garcia-Cabrera K 92 , García-Villacorta R 93 , Gomes VHF 94 , Gómez RZ 95 , Gonzales T 96 , Gribel R 16 , Guedes MC 61 , Guevara JE 97 , Hakeem KR 98 , Hall JS 99 , Hamer KC 100 , Hamilton AC 101 , Harris DJ 102 , Harrison RD 103 , Hart TB 104 , Hector A 105 , Henkel TW 106 , Herbohn J 107 , Hockemba MBN 79 , Hoffman B 108 , Holmgren M 109 , Honorio Coronado EN 110 , Huamantupa-Chuquimaco I 111 , Hubau W 3 , Imai N 112 , Irume MV 16 , Jansen PA 113 , Jeffery KJ 114 , Jimenez EM 115 , Jucker T 116 , Junqueira AB 117 , Kalamandeen M 118 , Kamdem NG 8 , Kartawinata K 119 , Kasongo Yakusu E 34 , Katembo JM 41 , Kearsley E 120 , Kenfack D 99 , Kessler M 121 , Khaing TT 122 , Killeen TJ 123 , Kitayama K 124 , Klitgaard B 125 , Labrière N 52 , Laumonier Y 126 , Laurance SGW 127 , Laurance WF 127 , Laurent F 34 , Le TC 128 , Le TT 128 , Leal ME 129 , Leão de Moraes Novo EM 130 , Levesley A 3 , Libalah MB 8 , Licona JC 131 , Lima Filho DA 16 , Lindsell JA 132 , Lopes A 133 , Lopes MA 134 , Lovett JC 3 , Lowe R 135 , Lozada JR 136 , Lu X 137 , Luambua NK 34 , Luize BG 65 , Maas P 5 , Magalhães JLL 138 , Magnusson WE 47 , Mahayani NPD 139 , Makana JR 140 , Malhi Y 141 , Maniguaje Rincón L 16 , Mansor A 142 , Manzatto AG 143 , Marimon BS 144 , Marimon-Junior BH 144 , Marshall AR 63 , Martins MP 16 , Mbayu FM 145 , de Medeiros MB 146 , Mesones I 147 , Metali F 148 , Mihindou V 149 , Millet J 150 , Milliken W 151 , Mogollón HF 152 , Molino JF 6 , Mohd Said MN 153 , Monteagudo Mendoza A 145 , Montero JC 154 , Moore S 141 , Mostacedo B 155 , Mozombite Pinto LF 66 , Mukul SA 107 , Munishi PKT 156 , Nagamasu H 157 , Nascimento HEM 16 , Nascimento MT 158 , Neill D 159 , Nilus R 160 , Noronha JC 31 , Nsenga L 34 , Núñez Vargas P 161 , Ojo L 162 , Oliveira AA 4 , de Oliveira EA 144 , Ondo FE 149 , Palacios Cuenca W 163 , Pansini S 164 , Pansonato MP 16 , Paredes MR 66 , Paudel E 165 , Pauletto D 166 , Pearson RG 167 , Pena JLM 168 , Pennington RT 102 , Peres CA 169 , Permana A 170 , Petronelli P 171 , Peñuela Mora MC 172 , Phillips JF 173 , Phillips OL 3 , Pickavance G 3 , Piedade MTF 15 , Pitman NCA 174 , Ploton P 6 , Popelier A 34 , Poulsen JR 57 , Prieto A 175 , Primack RB 176 , Priyadi H 177 , Qie L 3 , Quaresma AC 15 , de Queiroz HL 178 , Ramirez-Angulo H 179 , Ramos JF 16 , Reis NFC 164 , Reitsma J 180 , Revilla JDC 16 , Riutta T 141 , Rivas-Torres G 181 , Robiansyah I 182 , Rocha M 15 , Rodrigues DJ 31 , Rodriguez-Ronderos ME 67 , Rovero F 183 , Rozak AH 184 , Rudas A 175 , Rutishauser E 185 , Sabatier D 6 , Sagang LB 8 , Sampaio AF 164 , Samsoedin I 186 , Satdichanh M 165 , Schietti J 16 , Schöngart J 15 , Scudeller VV 187 , Seuaturien N 188 , Sheil D 189 , Sierra R 190 , Silman MR 92 , Silva TSF 191 , da Silva Guimarães JR 192 , Simo-Droissart M 8 , Simon MF 146 , Sist P 193 , Sousa TR 194 , de Sousa Farias E 195 , de Souza Coelho L 16 , Spracklen DV 196 , Stas SM 196 , Steinmetz R 188 , Stevenson PR 45 , Stropp J 197 , Sukri RS 73 , Sunderland TCH 18 , Suzuki E 198 , Swaine MD 199 , Tang J 200 , Taplin J 201 , Taylor DM 202 , Tello JS 203 , Terborgh J 204 , Texier N 205 , Theilade I 206 , Thomas DW 207 , Thomas R 208 , Thomas SC 209 , Tirado M 190 , Toirambe B 34 , de Toledo JJ 44 , Tomlinson KW 122 , Torres-Lezama A 179 , Tran HD 128 , Tshibamba Mukendi J 34 , Tumaneng RD 210 , Umaña MN 211 , Umunay PM 212 , Urrego Giraldo LE 213 , Valderrama Sandoval EH 214 , Valenzuela Gamarra L 145 , Van Andel TR 5 , van de Bult M 215 , van de Pol J 216 , van der Heijden G 217 , Vasquez R 145 , Vela CIA 218 , Venticinque EM 219 , Verbeeck H 220 , Veridiano RKA 210 , Vicentini A 47 , Vieira ICG 19 , Vilanova Torre E 179 , Villarroel D 22 , Villa Zegarra BE 221 , Vleminckx J 30 , von Hildebrand P 222 , Vos VA 223 , Vriesendorp C 174 , Webb EL 224 , White LJT 35 , Wich S 225 , Wittmann F 154 , Zagt R 226 , Zang R 227 , Zartman CE 16 , Zemagho L 8 , Zent EL 228 , Zent S 228

Affiliations 

  • 1 Department of Geography, University College London, London, UK. declan.cooper.16@ucl.ac.uk
  • 2 Department of Geography, University College London, London, UK. s.l.lewis@ucl.ac.uk
  • 3 School of Geography, University of Leeds, Leeds, UK
  • 4 Instituto de Biociências, Departamento de Ecologia, Universidade de Sao Paulo (USP), São Paulo, Brazil
  • 5 Naturalis Biodiversity Center, Leiden, The Netherlands
  • 6 AMAP, Université de Montpellier, IRD, Cirad, CNRS, INRAE, Montpellier, France
  • 7 Environmental and Life Sciences, Faculty of Science, Universiti Brunei Darussalam, Gadong, Brunei Darussalam
  • 8 International Joint Laboratory DYCOFAC, IRD-UYI-IRGM, Yaoundé, Cameroon
  • 9 Faculty of Renewable Natural Resources Management and Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo
  • 10 Forestry Research Institute of Ghana (FORIG), Kumasi, Ghana
  • 11 Mensuration Unit, Forestry Commission of Ghana, Kumasi, Ghana
  • 12 Procuradoria-Geral de Justiça, Ministério Público do Estado do Amazonas, Manaus, Brazil
  • 13 Medio Ambiente, PLUSPRETOL, Iquitos, Peru
  • 14 Faculty of Environmental Earth Science, Hokkaido University, Sapporo, Japan
  • 15 Ecology, Monitoring and Sustainable Use of Wetlands (MAUA), Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
  • 16 Coordenação de Biodiversidade, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
  • 17 Center for Conservation and Sustainability, Smithsonian Conservation Biology Institute, Washington, DC, USA
  • 18 Center for International Forestry Research (CIFOR), Bogor, Indonesia
  • 19 Coordenação de Botânica, Museu Paraense Emílio Goeldi, Belém, Brazil
  • 20 Projeto Dinâmica Biológica de Fragmentos Florestais, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
  • 21 Institut National pour l'Etude et la Recherche Agronomiques, Bukavu, Democratic Republic of the Congo
  • 22 Museo de Historia Natural Noel Kempff Mercado, Universidad Autónoma Gabriel Rene Moreno, Santa Cruz, Santa Cruz, Bolivia
  • 23 Herbario Amazónico Colombiano, Instituto SINCHI, Bogotá, Colombia
  • 24 Bullard Emeritus Professor of Forestry, Harvard University, Cambridge, MA, USA
  • 25 Programa de Ciencias del Agro y el Mar, Herbario Universitario (PORT), UNELLEZ-Guanare, Guanare, Venezuela
  • 26 The Mauritius Herbarium, Agricultural Services, Ministry of Agro-Industry and Food Security, Reduit, Mauritius
  • 27 Tetra Tech ARD, Accra, Ghana
  • 28 Department of Biology, Aarhus University, Aarhus C, Aarhus, Denmark
  • 29 UK Centre for Ecology and Hydrology, Penicuik, UK
  • 30 International Center for Tropical Botany, Department of Biological Sciences, Florida International University, Miami, FL, USA
  • 31 ICNHS, Federal University of Mato Grosso, Sinop, Brazil
  • 32 Lancaster Environment Centre, Lancaster University, Lancaster, UK
  • 33 TERRA Teaching and Research Centre, Gembloux Agro-Bio Tech, University of Liege, Gembloux, Belgium
  • 34 Service of Wood Biology, Royal Museum for Central Africa, Tervuren, Belgium
  • 35 Ministry of Forests, Seas, Environment and Climate, Libreville, Gabon
  • 36 The Landscapes and Livelihoods Group, Edinburgh, UK
  • 37 Institute of Tropical Forest Conservation, Mbarara University of Science and Technology (MUST), Mbarara, Uganda
  • 38 Isotope Bioscience Laboratory (ISOFYS), Ghent University, Ghent, Belgium
  • 39 Biodiversity and Landscape Unit, Gembloux Agro-Bio Tech, Université de Liege, Liège, Belgium
  • 40 Section de la Foresterie, Institut National pour l'Etude et la Recherche Agronomique Yangambi, Yangambi, Democratic Republic of the Congo
  • 41 Laboratory of Ecology and Forest Management, Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo
  • 42 Biodiversity, Macroecology and Biogeography, University of Göttingen, Göttingen, Germany
  • 43 School of Biological Sciences, University of Aberdeen, Aberdeen, UK
  • 44 Universidade Federal do Amapá, Ciências Ambientais, Macapá, Brazil
  • 45 Laboratorio de Ecología de Bosques Tropicales y Primatología, Universidad de los Andes, Bogotá, Colombia
  • 46 Programa de Maestria de Manejo de Bosques, Universidad de los Andes, Mérida, Mérida, Venezuela
  • 47 Coordenação de Pesquisas em Ecologia, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
  • 48 Centro de Investigaciones Ecológicas de Guayana, Universidad Nacional Experimental de Guayana, Puerto Ordaz, Venezuela
  • 49 Centro de Pesquisa Agroflorestal de Roraima, Embrapa Roraima, Boa Vista, Brazil
  • 50 Escuela de Biología Herbario Alfredo Paredes, Universidad Central, Quito, Ecuador
  • 51 Biology Department, Vancouver Island University, Nanaimo, British Columbia, Canada
  • 52 Laboratoire Évolution et Diversité Biologique, CNRS and Université Paul Sabatier, Toulouse, France
  • 53 Institute of Forest and Wildlife Research and Development (IRD), Phnom Penh, Cambodia
  • 54 Conservation Ecology Program, King Mongkut's University of Technology Thonburi, Bangkok, Thailand
  • 55 Faculty of Science, Department of Plant Science, University of Buea, Buea, Cameroon
  • 56 Instituto de Biociências, Departamento Botanica, Universidade de Sao Paulo (USP), São Paulo, Brazil
  • 57 Nicholas School of the Environment, Duke University, Durham, NC, USA
  • 58 Inventory and Monitoring Program, National Park Service, Fredericksburg, VA, USA
  • 59 Department of Plant Sciences and Conservation Research Institute, University of Cambridge, Cambridge, UK
  • 60 Andes to Amazon Biodiversity Program, Madre de Dios, Madre de Dios, Peru
  • 61 Empresa Brasileira de Pesquisa Agropecuária, Embrapa Amapá, Macapá, Brazil
  • 62 State Agency for Environment, Nature Conservation and Geology, Güstrow, Germany
  • 63 Department of Environment and Geography, University of York, York, UK
  • 64 Gothenburg Global Biodiversity Centre, University of Gothenburg, Gothenburg, Sweden
  • 65 Departamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil
  • 66 Servicios de Biodiversidad EIRL, Iquitos, Peru
  • 67 Centre for Nature-Based Climate Solutions, Department of Biological Sciences, National University of Singapore, Singapore, Singapore
  • 68 Biodiversity and Ecosystem Services, Instituto Tecnológico Vale, Belém, Brazil
  • 69 Landscape Ecology and Vegetal Production Systems Unit, Universite Libre de Bruxelles, Brussels, Belgium
  • 70 Departamento de Botânica, Instituto de Pesquisas Científicas e Tecnológicas do Amapá (IEPA), Macapá, Brazil
  • 71 School of Geosciences, University of Edinburgh, Edinburgh, UK
  • 72 Department of Anthropology, University of Texas at Austin, Austin, TX, USA
  • 73 Institute for Biodiversity and Environmental Research, Universiti Brunei Darussalam, Bandar Seri Begawan, Brunei Darussalam
  • 74 Department of Geography, University College London, London, UK
  • 75 Silviculture Research Institute, Vietnamese Academy of Forest Sciences, Hanoi, Vietnam
  • 76 Forest Is Life, TERRA, Gembloux Agro-Bio Tech, Liège University, Liège, Belgium
  • 77 Department of Geography and Planning, University of Liverpool, Liverpool, UK
  • 78 Institute of Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, The Netherlands
  • 79 Congo Programme, Wildlife Conservation Society, Brazzaville, Republic of Congo
  • 80 Living Earth Collaborative, Washington University in Saint Louis, St Louis, MO, USA
  • 81 School of Geography, Earth and Environmental Sciences, University of Plymouth, Plymouth, UK
  • 82 Department of Biology, University of Miami, Coral Gables, FL, USA
  • 83 Programa de Pós-Graduação em Biologia (Botânica), Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
  • 84 University of Leeds, Leeds, UK
  • 85 Empresa Brasileira de Pesquisa Agropecuária, Embrapa Amazônia Oriental, Belém, Brazil
  • 86 Forest Research Institute Malaysia, Kepong, Malaysia
  • 87 Postgraduate Program in Ecology, Federal University of Santa Catarina, Florianópolis, Brazil
  • 88 The Gola Rainforest National Park, Kenema, Sierra Leone
  • 89 Direction Régionale de la Guyane, Office National des Forêts, Cayenne, French Guiana
  • 90 Pro Natura Foundation, Balikpapan, Indonesia
  • 91 Missouri Botanical Garden, St Louis, MO, USA
  • 92 Biology Department and Center for Energy, Environment and Sustainability, Wake Forest University, Winston Salem, NC, USA
  • 93 Programa Restauración de Ecosistemas (PRE), Centro de Innovación Científica Amazónica (CINCIA), Tambopata, Peru
  • 94 Escola de Negócios Tecnologia e Inovação, Centro Universitário do Pará, Belém, Brazil
  • 95 PROTERRA, Instituto de Investigaciones de la Amazonía Peruana (IIAP), Iquitos, Peru
  • 96 ACEER Foundation, Puerto Maldonado, Peru
  • 97 Grupo de Investigación en Biodiversidad, Medio Ambiente y Salud-BIOMAS, Universidad de las Américas, Quito, Ecuador
  • 98 Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia
  • 99 Forest Global Earth Observatory (ForestGEO), Smithsonian Tropical Research Institute, Washington, DC, USA
  • 100 School of Biology, University of Leeds, Leeds, UK
  • 101 Honorary Professor, Kunming Institute of Botany, Chinese Academy of Science, Kunming, China
  • 102 Royal Botanic Garden Edinburgh, Edinburgh, UK
  • 103 World Agroforestry, Lusaka, Zambia
  • 104 Lukuru Wildlife Research Foundation, Kinshasa, Democratic Republic of the Congo
  • 105 Department of Plant Sciences, University of Oxford, Oxford, UK
  • 106 Department of Biological Sciences, California State Polytechnic University, Humboldt, Arcata, CA, USA
  • 107 Tropical Forests and People Research Centre, University of the Sunshine Coast, Maroochydore DC, Queensland, Australia
  • 108 Amazon Conservation Team, Arlington, USA
  • 109 Resource Ecology Group, Wageningen University and Research, Wageningen, The Netherlands
  • 110 Instituto de Investigaciones de la Amazonía Peruana (IIAP), Iquitos, Peru
  • 111 Herbario HAG, Universidad Nacional Amazónica de Madre de Dios (UNAMAD), Puerto Maldonado, Peru
  • 112 Department of Forest Science, Tokyo University of Agriculture, Tokyo, Japan
  • 113 Smithsonian Tropical Research Institute, Ancon, Panama
  • 114 Department of Biological and Environmental Sciences, University of Stirling, Stirling, UK
  • 115 Grupo de Ecología y Conservación de Fauna y Flora Silvestre, Instituto Amazónico de Investigaciones Imani, Universidad Nacional de Colombia sede Amazonia, Leticia, Colombia
  • 116 School of Biological Sciences, University of Bristol, Bristol, UK
  • 117 Institut de Ciència i Tecnologia Ambientals, Universitat Autònoma de Barcelona, Barcelona, Spain
  • 118 School of Earth, Environment and Society, McMaster University, Hamilton, Ontario, Canada
  • 119 Integrative Research Center, The Field Museum of Natural History, Chicago, IL, USA
  • 120 Computational and Applied Vegetation Ecology (CAVElab), Department of Environment, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium
  • 121 Department of Systematic and Evolutionary Botany, University of Zurich, Zurich, Switzerland
  • 122 Center for Integrative Conservation, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Menglun, Mengla, China
  • 123 Agteca-Amazonica, Santa Cruz, Bolivia
  • 124 Graduate School of Agriculture, Kyoto University, Kyoto, Japan
  • 125 Department for Accelerated Taxonomy, Royal Botanic Gardens, Richmond, UK
  • 126 Forest and Environment Program, Center for International Forestry Research (CIFOR), Bogor, Indonesia
  • 127 Centre for Tropical Environmental and Sustainability Science and College of Science and Engineering, James Cook University, Cairns, Queensland, Australia
  • 128 Viet Nature Conservation Centre, Hanoi, Viet Nam
  • 129 Uganda Programme, Wildlife Conservation Society, Kampala, Uganda
  • 130 Divisao de Sensoriamento Remoto (DSR), Instituto Nacional de Pesquisas Espaciais (INPE), São José dos Campos, Brazil
  • 131 Instituto Boliviano de Investigacion Forestal, Santa Cruz, Santa Cruz, Bolivia
  • 132 The RSPB, Sandy, UK
  • 133 Department of Ecology, Institute of Biological Sciences, University of Brasilia, Brasilia, Brazil
  • 134 Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil
  • 135 Botany Department, University of Ibadan, Ibadan, Nigeria
  • 136 Facultad de Ciencias Forestales y Ambientales, Instituto de Investigaciones para el Desarrollo Forestal, Universidad de los Andes, Mérida, Mérida, Venezuela
  • 137 Institute of Forest Ecology, Environment and Protection, Chinese Academy of Forestry, Beijing, China
  • 138 Programa de Pós-Graduação em Ecologia, Universidade Federal do Pará, Belém, Brazil
  • 139 Faculty of Forestry, Universitas Gadjah Mada, Yogyakarta, Indonesia
  • 140 Faculté des Sciences, Laboratoire d'Écologie et Aménagement Forestier, Université de Kisangani, Kisangani, Democratic Republic of the Congo
  • 141 Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK
  • 142 School of Biological Sciences, Universiti Sains Malaysia, George Town, Malaysia
  • 143 Departamento de Biologia, Universidade Federal de Rondônia, Unir, Porto Velho, Brazil
  • 144 Programa de Pós-Graduação em Ecologia e Conservação, Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil
  • 145 Jardín Botánico de Missouri, Oxapampa, Peru
  • 146 Embrapa Recursos Genéticos e Biotecnologia, Brasilia, Brazil
  • 147 Department of Integrative Biology, University of California, Berkeley, CA, USA
  • 148 Environmental and Life Sciences Programme, Faculty of Science, Universiti Brunei Darussalam, Bandar Seri Begawan, Brunei Darussalam
  • 149 Agence Nationale des Parcs Nationaux, Libreville, Gabon
  • 150 Office français de la biodiversité, Vincennes, France
  • 151 Department for Ecosystem Stewardship, Royal Botanic Gardens, Richmond, UK
  • 152 Endangered Species Coalition, Silver Spring, MD, USA
  • 153 Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi, Malaysia
  • 154 Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
  • 155 Facultad de Ciencias Agrícolas, Universidad Autónoma Gabriel René Moreno, Santa Cruz, Santa Cruz, Bolivia
  • 156 Department of Ecosystems and Conservation, Sokoine University of Agriculture, Morogoro, Tanzania
  • 157 The Kyoto University Museum, Kyoto University, Kyoto, Japan
  • 158 Laboratório de Ciências Ambientais, Universidade Estadual do Norte Fluminense, Campos dos Goyatacazes, Brazil
  • 159 Universidad Estatal Amazónica, Puyo, Ecuador
  • 160 Forest Research Centre, Sandakan, Malaysia
  • 161 Herbario Vargas, Universidad Nacional de San Antonio Abad del Cusco, Cuzco, Peru
  • 162 University of Abeokuta, Abeokuta, Nigeria
  • 163 Herbario Nacional del Ecuador, Universidad Técnica del Norte, Quito, Ecuador
  • 164 Programa de Pós-Graduação em Biodiversidade e Biotecnologia PPG-Bionorte, Universidade Federal de Rondônia, Porto Velho, Brazil
  • 165 Centre for Mountain Ecosystem Studies, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China
  • 166 Instituto de Biodiversidade e Florestas, Universidade Federal do Oeste do Pará, Santarém, Brazil
  • 167 Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, London, UK
  • 168 Universidad Nacional de Jaén, Cajamarca, Peru
  • 169 School of Environmental Sciences, University of East Anglia, Norwich, UK
  • 170 University of Warwick, Warwick, UK
  • 171 Cirad UMR Ecofog, AgrosParisTech, CNRS, INRAE, Université Guyane, Kourou Cedex, France
  • 172 Universidad Regional Amazónica IKIAM, Tena, Ecuador
  • 173 Fundación Puerto Rastrojo, Bogotá, Colombia
  • 174 Science and Education, The Field Museum, Chicago, IL, USA
  • 175 Instituto de Ciencias Naturales, Universidad Nacional de Colombia, Bogotá, Colombia
  • 176 Biology Department, Boston University, Boston, MA, USA
  • 177 Department of Resource and Environmental Economics (ESL), IPB University, Bogor, Indonesia
  • 178 Diretoria Técnico-Científica, Instituto de Desenvolvimento Sustentável Mamirauá, Tefé, Brazil
  • 179 Instituto de Investigaciones para el Desarrollo Forestal (INDEFOR), Universidad de los Andes, Mérida, Mérida, Venezuela
  • 180 Waardenburg Ecology, Culemborg, The Netherlands
  • 181 Estación de Biodiversidad Tiputini, Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito (USFQ), Quito, Ecuador
  • 182 Department of Biological Sciences, King Abdulaziz University, Jeddah, Kingdom of Saudi Arabia
  • 183 Deparment of Biology, University of Florence, Sesto Fiorentino, Italy
  • 184 Research Center for Plant Conservation, Botanic Gardens and Forestry, National Research and Innovation Agency (BRIN), Bogor, Indonesia
  • 185 InfoFlora, Botanical Garden of Geneva, Geneva, Switzerland
  • 186 Forest Research and Development Center, Research, Development and Innovation Agency, Ministry of Environment and Forestry, Bogor, Indonesia
  • 187 Departamento de Biologia, Universidade Federal do Amazonas (UFAM)-Instituto de Ciências Biológicas (ICB1), Manaus, Brazil
  • 188 World Wildlife Fund Thailand, Bangkok, Thailand
  • 189 Forest Ecology and Forest Management Group, Wageningen University and Research, Wageningen, The Netherlands
  • 190 GeoIS, Quito, Ecuador
  • 191 Biological and Environmental Sciences, University of Stirling, Stirling, UK
  • 192 Amcel Amapá Florestal e Celulose SA, Santana, Brazil
  • 193 Cirad-ES, Campus International de Baillarguet, TA C-105/D, Montpellier, France
  • 194 Programa de Pós-Graduação em Ecologia, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
  • 195 Laboratório de Ecologia de Doenças Transmissíveis da Amazônia (EDTA), Instituto Leônidas e Maria Deane, Fiocruz, Manaus, Brazil
  • 196 School of Earth and Environment, University of Leeds, Leeds, UK
  • 197 Biogeography Department, Trier University, Trier, Germany
  • 198 Research Center for the Pacific Islands, Kagoshima University, Kagoshima, Japan
  • 199 Department of Plant and Soil Science, School of Biological Sciences, University of Aberdeen, Aberdeen, UK
  • 200 Key Laboratory of Tropical Plant Resources and Sustainable Use, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Mengla, China
  • 201 UK Research and Innovation, Innovate UK, London, UK
  • 202 Department of Geography, National University of Singapore, Singapore, Singapore
  • 203 Center for Conservation and Sustainable Development, Missouri Botanical Garden, St Louis, MO, USA
  • 204 Department of Biology and Florida Museum of Natural History, University of Florida, Gainesville, FL, USA
  • 205 Université Libre de Bruxelles, Brussels, Belgium
  • 206 Department of Food and Resource Economics, University of Copenhagen, Copenhagen, Denmark
  • 207 School of Biological Sciences, Washington State University, Vancouver, WA, USA
  • 208 Iwokrama International Centre for Rain Forest Conservation and Development, Georgetown, Guyana
  • 209 Institute of Forestry and Conservation, University of Toronto, Toronto, Ontario, Canada
  • 210 Phillipines Programme, Fauna and Flora International, Cambridge, UK
  • 211 Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, USA
  • 212 Wildlife Conservation Society, New York, NY, USA
  • 213 Departamento de Ciencias Forestales, Universidad Nacional de Colombia, Medellín, Colombia
  • 214 Department of Biology, University of Missouri, St Louis, MO, USA
  • 215 Doi Tung Development Project, Social Development Department, Chiang Rai, Thailand
  • 216 Compagnie des Bois du Gabon, Port Gentil, Gabon
  • 217 University of Nottingham, Nottingham, UK
  • 218 Escuela Profesional de Ingeniería Forestal, Universidad Nacional de San Antonio Abad del Cusco, Puerto Maldonado, Peru
  • 219 Centro de Biociências, Departamento de Ecologia, Universidade Federal do Rio Grande do Norte, Natal, Brazil
  • 220 CAVElab-Computational and Applied Vegetation Ecology, Department of Environment, Ghent University, Ghent, Belgium
  • 221 Direccíon de Evaluación Forestal y de Fauna Silvestre, Magdalena del Mar, Peru
  • 222 Fundación Estación de Biología, Bogotá, Colombia
  • 223 Instituto de Investigaciones Forestales de la Amazonía, Universidad Autónoma del Beni José Ballivián, Riberalta, Beni, Bolivia
  • 224 Viikki Tropical Resources Institute, Department of Forest Sciences, University of Helsinki, Helsinki, Finland
  • 225 School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK
  • 226 Tropenbos International, Ede, The Netherlands
  • 227 Key Laboratory of Forest Ecology and Environment of State Forestry Administration, Institute of Forest Ecology, Environment and Protection, Chinese Academy of Forestry, Beijing, China
  • 228 Laboratory of Human Ecology, Instituto Venezolano de Investigaciones Científicas (IVIC), Caracas, Venezuela
Nature, 2024 Jan;625(7996):728-734.
PMID: 38200314 DOI: 10.1038/s41586-023-06820-z

Abstract

Trees structure the Earth's most biodiverse ecosystem, tropical forests. The vast number of tree species presents a formidable challenge to understanding these forests, including their response to environmental change, as very little is known about most tropical tree species. A focus on the common species may circumvent this challenge. Here we investigate abundance patterns of common tree species using inventory data on 1,003,805 trees with trunk diameters of at least 10 cm across 1,568 locations1-6 in closed-canopy, structurally intact old-growth tropical forests in Africa, Amazonia and Southeast Asia. We estimate that 2.2%, 2.2% and 2.3% of species comprise 50% of the tropical trees in these regions, respectively. Extrapolating across all closed-canopy tropical forests, we estimate that just 1,053 species comprise half of Earth's 800 billion tropical trees with trunk diameters of at least 10 cm. Despite differing biogeographic, climatic and anthropogenic histories7, we find notably consistent patterns of common species and species abundance distributions across the continents. This suggests that fundamental mechanisms of tree community assembly may apply to all tropical forests. Resampling analyses show that the most common species are likely to belong to a manageable list of known species, enabling targeted efforts to understand their ecology. Although they do not detract from the importance of rare species, our results open new opportunities to understand the world's most diverse forests, including modelling their response to environmental change, by focusing on the common species that constitute the majority of their trees.

* Title and MeSH Headings from MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine.