Consistent patterns of common species across tropical tree communities
Affiliations
- 1 Department of Geography, University College London, London, UK. declan.cooper.16@ucl.ac.uk.
- 2 Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, London, UK. declan.cooper.16@ucl.ac.uk.
- 3 Department of Geography, University College London, London, UK. s.l.lewis@ucl.ac.uk.
- 4 School of Geography, University of Leeds, Leeds, UK. s.l.lewis@ucl.ac.uk.
- 5 School of Geography, University of Leeds, Leeds, UK.
- 6 Department of Natural Sciences, Manchester Metropolitan University, Manchester, UK.
- 7 Instituto de Biociências, Departamento de Ecologia, Universidade de Sao Paulo (USP), São Paulo, Brazil.
- 8 Naturalis Biodiversity Center, Leiden, The Netherlands.
- 9 Quantitative Biodiversity Dynamics, Department of Biology, Utrecht University, Utrecht, The Netherlands.
- 10 AMAP, Université de Montpellier, IRD, Cirad, CNRS, INRAE, Montpellier, France.
- 11 International Joint Laboratory DYCOFAC, IRD-UYI-IRGM, Yaoundé, Cameroon.
- 12 Environmental and Life Sciences, Faculty of Science, Universiti Brunei Darussalam, Gadong, Brunei Darussalam.
- 13 Plant Systematics and Ecology Laboratory, Higher Teachers' Training College, University of Yaoundé I, Yaoundé, Cameroon.
- 14 Faculty of Renewable Natural Resources Management and Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo.
- 15 Forestry Research Institute of Ghana (FORIG), Kumasi, Ghana.
- 16 Mensuration Unit, Forestry Commission of Ghana, Kumasi, Ghana.
- 17 Procuradoria-Geral de Justiça, Ministério Público do Estado do Amazonas, Manaus, Brazil.
- 18 Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 19 Medio Ambiente, PLUSPRETOL, Iquitos, Peru.
- 20 Faculty of Environmental Earth Science, Hokkaido University, Sapporo, Japan.
- 21 Ecology, Monitoring and Sustainable Use of Wetlands (MAUA), Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 22 Coordenação de Biodiversidade, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 23 Center for Conservation and Sustainability, Smithsonian Conservation Biology Institute, Washington, DC, USA.
- 24 Center for International Forestry Research (CIFOR), Bogor, Indonesia.
- 25 Université Officielle de Bukavu, Bukavu, Democratic Republic of the Congo.
- 26 Coordenação de Botânica, Museu Paraense Emílio Goeldi, Belém, Brazil.
- 27 Projeto Dinâmica Biológica de Fragmentos Florestais, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 28 Institut National pour l'Etude et la Recherche Agronomiques, Bukavu, Democratic Republic of the Congo.
- 29 Museo de Historia Natural Noel Kempff Mercado, Universidad Autónoma Gabriel Rene Moreno, Santa Cruz, Santa Cruz, Bolivia.
- 30 Herbario Amazónico Colombiano, Instituto SINCHI, Bogotá, Colombia.
- 31 Bullard Emeritus Professor of Forestry, Harvard University, Cambridge, MA, USA.
- 32 Programa de Ciencias del Agro y el Mar, Herbario Universitario (PORT), UNELLEZ-Guanare, Guanare, Venezuela.
- 33 The Mauritius Herbarium, Agricultural Services, Ministry of Agro-Industry and Food Security, Reduit, Mauritius.
- 34 Instituto de Biociências, Departamento de Ecologia, Universidade de São Paulo (USP), São Paulo, Brazil.
- 35 Tetra Tech ARD, Accra, Ghana.
- 36 Department of Biology, Aarhus University, Aarhus C, Aarhus, Denmark.
- 37 UK Centre for Ecology and Hydrology, Penicuik, UK.
- 38 International Center for Tropical Botany, Department of Biological Sciences, Florida International University, Miami, FL, USA.
- 39 ICNHS, Federal University of Mato Grosso, Sinop, Brazil.
- 40 Lancaster Environment Centre, Lancaster University, Lancaster, UK.
- 41 TERRA Teaching and Research Centre, Gembloux Agro-Bio Tech, University of Liege, Gembloux, Belgium.
- 42 Service of Wood Biology, Royal Museum for Central Africa, Tervuren, Belgium.
- 43 Ministry of Forests, Seas, Environment and Climate, Libreville, Gabon.
- 44 Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.
- 45 The Landscapes and Livelihoods Group, Edinburgh, UK.
- 46 Institute of Tropical Forest Conservation, Mbarara University of Science and Technology (MUST), Mbarara, Uganda.
- 47 Isotope Bioscience Laboratory (ISOFYS), Ghent University, Ghent, Belgium.
- 48 Biodiversity and Landscape Unit, Gembloux Agro-Bio Tech, Université de Liege, Liège, Belgium.
- 49 Section de la Foresterie, Institut National pour l'Etude et la Recherche Agronomique Yangambi, Yangambi, Democratic Republic of the Congo.
- 50 Congo Programme, Wildlife Conservation Society, Brazzaville, Republic of Congo.
- 51 CIFOR, Bogor, Indonesia.
- 52 Forest Resources Management, Gembloux Agro-Bio Tech, University of Liège, Liège, Belgium.
- 53 Resources and Synergies Development, Singapore, Singapore.
- 54 Laboratory of Ecology and Forest Management, Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo.
- 55 Biodiversity, Macroecology and Biogeography, University of Göttingen, Göttingen, Germany.
- 56 School of Biological Sciences, University of Aberdeen, Aberdeen, UK.
- 57 Universidade Federal do Amapá, Ciências Ambientais, Macapá, Brazil.
- 58 Laboratorio de Ecología de Bosques Tropicales y Primatología, Universidad de los Andes, Bogotá, Colombia.
- 59 Cambridge University Botanic Garden, Cambridge, UK.
- 60 Programa de Maestria de Manejo de Bosques, Universidad de los Andes, Mérida, Mérida, Venezuela.
- 61 Coordenação de Pesquisas em Ecologia, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 62 Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Belo Horizonte, Brazil.
- 63 Centro de Investigaciones Ecológicas de Guayana, Universidad Nacional Experimental de Guayana, Puerto Ordaz, Venezuela.
- 64 Centro de Pesquisa Agroflorestal de Roraima, Embrapa Roraima, Boa Vista, Brazil.
- 65 Escuela de Biología Herbario Alfredo Paredes, Universidad Central, Quito, Ecuador.
- 66 Biology Department, Vancouver Island University, Nanaimo, British Columbia, Canada.
- 67 Shaanxi Key Laboratory for Animal Conservation, Northwest University, Xi'an, China.
- 68 School of Life Sciences, University of KwaZulu-Natal, Scottsville, South Africa.
- 69 Laboratoire Évolution et Diversité Biologique, CNRS and Université Paul Sabatier, Toulouse, France.
- 70 Institute of Forest and Wildlife Research and Development (IRD), Phnom Penh, Cambodia.
- 71 Conservation Ecology Program, King Mongkut's University of Technology Thonburi, Bangkok, Thailand.
- 72 Faculty of Science, Department of Plant Science, University of Buea, Buea, Cameroon.
- 73 Instituto de Biociências, Departamento Botanica, Universidade de Sao Paulo (USP), São Paulo, Brazil.
- 74 Nicholas School of the Environment, Duke University, Durham, NC, USA.
- 75 University of Leeds, Leeds, UK.
- 76 BeZero, London, UK.
- 77 Inventory and Monitoring Program, National Park Service, Fredericksburg, VA, USA.
- 78 Smithsonian Conservation Biology Institute, Washington, DC, USA.
- 79 Department of Plant Sciences and Conservation Research Institute, University of Cambridge, Cambridge, UK.
- 80 Andes to Amazon Biodiversity Program, Madre de Dios, Madre de Dios, Peru.
- 81 The University of Queensland, Brisbane, Queensland, Australia.
- 82 Empresa Brasileira de Pesquisa Agropecuária, Embrapa Amapá, Macapá, Brazil.
- 83 State Agency for Environment, Nature Conservation and Geology, Güstrow, Germany.
- 84 Department of Environment and Geography, University of York, York, UK.
- 85 Department of International Environmental and Development Studies (NORAGRIC), Norwegian University of Life Sciences, Ås, Norway.
- 86 Gothenburg Global Biodiversity Centre, University of Gothenburg, Gothenburg, Sweden.
- 87 Departamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil.
- 88 Servicios de Biodiversidad EIRL, Iquitos, Peru.
- 89 Centre for Nature-Based Climate Solutions, Department of Biological Sciences, National University of Singapore, Singapore, Singapore.
- 90 Phillipines Programme, Fauna and Flora International, Cambridge, UK.
- 91 Biodiversity and Ecosystem Services, Instituto Tecnológico Vale, Belém, Brazil.
- 92 Landscape Ecology and Vegetal Production Systems Unit, Universite Libre de Bruxelles, Brussels, Belgium.
- 93 Departamento de Botânica, Instituto de Pesquisas Científicas e Tecnológicas do Amapá (IEPA), Macapá, Brazil.
- 94 School of Geosciences, University of Edinburgh, Edinburgh, UK.
- 95 Royal Botanic Garden Edinburgh, Edinburgh, UK.
- 96 Department of Anthropology, University of Texas at Austin, Austin, TX, USA.
- 97 Estación de Biodiversidad Tiputini, Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito (USFQ), Quito, Ecuador.
- 98 Institute for Biodiversity and Environmental Research, Universiti Brunei Darussalam, Bandar Seri Begawan, Brunei Darussalam.
- 99 Department of Geography, University College London, London, UK.
- 100 Institut National pour l'Etude et la Recherche Agronomiques (INERA), Wood Laboratory of Yangambi, Yangambi, Democratic Republic of the Congo.
- 101 UGent-Woodlab, Laboratory of Wood Technology, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium.
- 102 Silviculture Research Institute, Vietnamese Academy of Forest Sciences, Hanoi, Vietnam.
- 103 Forest Is Life, TERRA, Gembloux Agro-Bio Tech, Liège University, Liège, Belgium.
- 104 Department of Geography and Planning, University of Liverpool, Liverpool, UK.
- 105 Institute of Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, The Netherlands.
- 106 Florida International University, Miami, FL, USA.
- 107 Living Earth Collaborative, Washington University in Saint Louis, St Louis, MO, USA.
- 108 Missouri Botanical Garden, St Louis, MO, USA.
- 109 School of Geography, Earth and Environmental Sciences, University of Plymouth, Plymouth, UK.
- 110 Department of Biology, University of Miami, Coral Gables, FL, USA.
- 111 Fairchild Tropical Botanic Garden, Coral Gables, FL, USA.
- 112 Programa de Pós-Graduação em Biologia (Botânica), Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 113 Department of Geography, College of Life and Environmental Sciences, University of Exeter, Exeter, UK.
- 114 Empresa Brasileira de Pesquisa Agropecuária, Embrapa Amazônia Oriental, Belém, Brazil.
- 115 Forest Research Institute Malaysia, Kepong, Malaysia.
- 116 Postgraduate Program in Ecology, Federal University of Santa Catarina, Florianópolis, Brazil.
- 117 The Gola Rainforest National Park, Kenema, Sierra Leone.
- 118 Direction Régionale de la Guyane, Office National des Forêts, Cayenne, French Guiana.
- 119 Université de Montpellier, Montpellier, France.
- 120 Pro Natura Foundation, Balikpapan, Indonesia.
- 121 Herbario Nacional de Bolivia, Instituto de Ecología, Carrera de Biología, Universidad Mayor de San Andrés, La Paz, Bolivia.
- 122 Biology Department and Center for Energy, Environment and Sustainability, Wake Forest University, Winston Salem, NC, USA.
- 123 Programa Restauración de Ecosistemas (PRE), Centro de Innovación Científica Amazónica (CINCIA), Tambopata, Peru.
- 124 Peruvian Center for Biodiversity and Conservation (PCBC), Iquitos, Peru.
- 125 Escola de Negócios Tecnologia e Inovação, Centro Universitário do Pará, Belém, Brazil.
- 126 Universidade Federal do Pará, Belém, Brazil.
- 127 PROTERRA, Instituto de Investigaciones de la Amazonía Peruana (IIAP), Iquitos, Peru.
- 128 ACEER Foundation, Puerto Maldonado, Peru.
- 129 Grupo de Investigación en Biodiversidad, Medio Ambiente y Salud-BIOMAS, Universidad de las Américas, Quito, Ecuador.
- 130 The Field Museum, Chicago, IL, USA.
- 131 Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia.
- 132 Forest Global Earth Observatory (ForestGEO), Smithsonian Tropical Research Institute, Washington, DC, USA.
- 133 School of Biology, University of Leeds, Leeds, UK.
- 134 Honorary Professor, Kunming Institute of Botany, Chinese Academy of Science, Kunming, China.
- 135 World Agroforestry, Lusaka, Zambia.
- 136 Lukuru Wildlife Research Foundation, Kinshasa, Democratic Republic of the Congo.
- 137 Division of Vertebrate Zoology, Yale Peabody Museum of Natural History, New Haven, CT, USA.
- 138 Department of Plant Sciences, University of Oxford, Oxford, UK.
- 139 Department of Biological Sciences, California State Polytechnic University, Humboldt, Arcata, CA, USA.
- 140 Tropical Forests and People Research Centre, University of the Sunshine Coast, Maroochydore DC, Queensland, Australia.
- 141 Amazon Conservation Team, Arlington, USA.
- 142 Resource Ecology Group, Wageningen University and Research, Wageningen, The Netherlands.
- 143 Instituto de Investigaciones de la Amazonía Peruana (IIAP), Iquitos, Peru.
- 144 University of St Andrews, St Andrews, UK.
- 145 Herbario HAG, Universidad Nacional Amazónica de Madre de Dios (UNAMAD), Puerto Maldonado, Peru.
- 146 Department of Environment, Laboratory of Wood Technology (Woodlab), Ghent University, Ghent, Belgium.
- 147 Department of Forest Science, Tokyo University of Agriculture, Tokyo, Japan.
- 148 Smithsonian Tropical Research Institute, Ancon, Panama.
- 149 Department of Environmental Sciences, Wageningen University and Research, Wageningen, The Netherlands.
- 150 Department of Biological and Environmental Sciences, University of Stirling, Stirling, UK.
- 151 Grupo de Ecología y Conservación de Fauna y Flora Silvestre, Instituto Amazónico de Investigaciones Imani, Universidad Nacional de Colombia sede Amazonia, Leticia, Colombia.
- 152 School of Biological Sciences, University of Bristol, Bristol, UK.
- 153 Institut de Ciència i Tecnologia Ambientals, Universitat Autònoma de Barcelona, Barcelona, Spain.
- 154 School of Earth, Environment and Society, McMaster University, Hamilton, Ontario, Canada.
- 155 Integrative Research Center, The Field Museum of Natural History, Chicago, IL, USA.
- 156 Faculté de Gestion de Ressources Naturelles Renouvelables, Université de Kisangani, Kisangani, Democratic Republic of the Congo.
- 157 Computational and Applied Vegetation Ecology (CAVElab), Department of Environment, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium.
- 158 Department of Systematic and Evolutionary Botany, University of Zurich, Zurich, Switzerland.
- 159 Center for Integrative Conservation, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Menglun, Mengla, China.
- 160 University of the Chinese Academy of Sciences, Beijing, China.
- 161 Agteca-Amazonica, Santa Cruz, Bolivia.
- 162 Graduate School of Agriculture, Kyoto University, Kyoto, Japan.
- 163 Department for Accelerated Taxonomy, Royal Botanic Gardens, Richmond, UK.
- 164 Forest and Environment Program, Center for International Forestry Research (CIFOR), Bogor, Indonesia.
- 165 Centre for Tropical Environmental and Sustainability Science and College of Science and Engineering, James Cook University, Cairns, Queensland, Australia.
- 166 Viet Nature Conservation Centre, Hanoi, Viet Nam.
- 167 Uganda Programme, Wildlife Conservation Society, Kampala, Uganda.
- 168 Divisao de Sensoriamento Remoto (DSR), Instituto Nacional de Pesquisas Espaciais (INPE), São José dos Campos, Brazil.
- 169 Department of Plant Biology, Faculty of Science, University of Yaoundé I, Yaoundé, Cameroon.
- 170 Instituto Boliviano de Investigacion Forestal, Santa Cruz, Santa Cruz, Bolivia.
- 171 The RSPB, Sandy, UK.
- 172 A Rocha International, Cambridge, UK.
- 173 Department of Ecology, Institute of Biological Sciences, University of Brasilia, Brasilia, Brazil.
- 174 Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil.
- 175 Herbarium, Royal Botanic Gardens Kew, Richmond, UK.
- 176 Botany Department, University of Ibadan, Ibadan, Nigeria.
- 177 Facultad de Ciencias Forestales y Ambientales, Instituto de Investigaciones para el Desarrollo Forestal, Universidad de los Andes, Mérida, Mérida, Venezuela.
- 178 Institute of Forest Ecology, Environment and Protection, Chinese Academy of Forestry, Beijing, China.
- 179 Faculty of Renewable Natural Resources Management, University of Kisangani, Kisangani, Democratic Republic of the Congo.
- 180 Faculté des sciences Agronomiques, Université Officielle de Mbujimayi, Mbujimayi, Democratic Republic of the Congo.
- 181 Programa de Pós-Graduação em Ecologia, Universidade Federal do Pará, Belém, Brazil.
- 182 Embrapa Amazônia Oriental, Belém, Brazil.
- 183 Faculty of Forestry, Universitas Gadjah Mada, Yogyakarta, Indonesia.
- 184 Faculté des Sciences, Laboratoire d'Écologie et Aménagement Forestier, Université de Kisangani, Kisangani, Democratic Republic of the Congo.
- 185 School of Biological Sciences, Universiti Sains Malaysia, George Town, Malaysia.
- 186 Centre for Marine and Coastal Studies, Universiti Sains Malaysia, George Town, Malaysia.
- 187 Departamento de Biologia, Universidade Federal de Rondônia, Unir, Porto Velho, Brazil.
- 188 Programa de Pós-Graduação em Ecologia e Conservação, Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.
- 189 Flamingo Land, Kirby Misperton, UK.
- 190 Forest Research Institute, University of the Sunshine Coast, Sippy Downs, Queensland, Australia.
- 191 Jardín Botánico de Missouri, Oxapampa, Peru.
- 192 Embrapa Recursos Genéticos e Biotecnologia, Brasilia, Brazil.
- 193 Department of Integrative Biology, University of California, Berkeley, CA, USA.
- 194 Environmental and Life Sciences Programme, Faculty of Science, Universiti Brunei Darussalam, Bandar Seri Begawan, Brunei Darussalam.
- 195 Agence Nationale des Parcs Nationaux, Libreville, Gabon.
- 196 Ministère de la Forêt, de la Mer, de l'Environnement, Chargé du Plan Climat, Libreville, Gabon.
- 197 Office français de la biodiversité, Vincennes, France.
- 198 Department for Ecosystem Stewardship, Royal Botanic Gardens, Richmond, UK.
- 199 Endangered Species Coalition, Silver Spring, MD, USA.
- 200 Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi, Malaysia.
- 201 Herbario Vargas, Universidad Nacional de San Antonio Abad del Cusco, Cuzco, Peru.
- 202 Facultad de Ciencias Agrícolas, Universidad Autónoma Gabriel René Moreno, Santa Cruz, Santa Cruz, Bolivia.
- 203 Department of Environment and Development Studies, United International University, Dhaka, Bangladesh.
- 204 Department of Ecosystems and Conservation, Sokoine University of Agriculture, Morogoro, Tanzania.
- 205 The Kyoto University Museum, Kyoto University, Kyoto, Japan.
- 206 Laboratório de Ciências Ambientais, Universidade Estadual do Norte Fluminense, Campos dos Goyatacazes, Brazil.
- 207 Universidad Estatal Amazónica, Puyo, Ecuador.
- 208 Forest Research Centre, Sandakan, Malaysia.
- 209 University of Abeokuta, Abeokuta, Nigeria.
- 210 Herbario Nacional del Ecuador, Universidad Técnica del Norte, Quito, Ecuador.
- 211 Programa de Pós-Graduação em Biodiversidade e Biotecnologia PPG-Bionorte, Universidade Federal de Rondônia, Porto Velho, Brazil.
- 212 Centre for Mountain Ecosystem Studies, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China.
- 213 Instituto de Biodiversidade e Florestas, Universidade Federal do Oeste do Pará, Santarém, Brazil.
- 214 Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, London, UK.
- 215 Universidad Nacional de Jaén, Cajamarca, Peru.
- 216 School of Environmental Sciences, University of East Anglia, Norwich, UK.
- 217 University of Warwick, Warwick, UK.
- 218 Cirad UMR Ecofog, AgrosParisTech, CNRS, INRAE, Université Guyane, Kourou Cedex, France.
- 219 Universidad Regional Amazónica IKIAM, Tena, Ecuador.
- 220 Fundación Puerto Rastrojo, Bogotá, Colombia.
- 221 Science and Education, The Field Museum, Chicago, IL, USA.
- 222 The Nature Conservancy, Boulder, CO, USA.
- 223 Instituto de Ciencias Naturales, Universidad Nacional de Colombia, Bogotá, Colombia.
- 224 Biology Department, Boston University, Boston, MA, USA.
- 225 Department of Resource and Environmental Economics (ESL), IPB University, Bogor, Indonesia.
- 226 School of Life Sciences, University of Lincoln, Lincoln, UK.
- 227 Wetland Department, Institute of Geography and Geoecology, Karlsruhe Institute of Technology (KIT), Rastatt, Germany.
- 228 Diretoria Técnico-Científica, Instituto de Desenvolvimento Sustentável Mamirauá, Tefé, Brazil.
- 229 Instituto de Investigaciones para el Desarrollo Forestal (INDEFOR), Universidad de los Andes, Mérida, Mérida, Venezuela.
- 230 Waardenburg Ecology, Culemborg, The Netherlands.
- 231 College of Life Sciences, University of Exeter, Exeter, UK.
- 232 University of Florida, Gainesville, FL, USA.
- 233 Department of Biological Sciences, King Abdulaziz University, Jeddah, Kingdom of Saudi Arabia.
- 234 Center for Plant Conservation Bogor Botanic Gardens, Indonesian Institute of Science, Bogor, Indonesia.
- 235 Department of Geography, National University of Singapore, Singapore, Singapore.
- 236 Deparment of Biology, University of Florence, Sesto Fiorentino, Italy.
- 237 Tropical Biodiversity Section, Museo delle Scienze (MUSE), Trento, Italy.
- 238 Research Center for Plant Conservation, Botanic Gardens and Forestry, National Research and Innovation Agency (BRIN), Bogor, Indonesia.
- 239 InfoFlora, Botanical Garden of Geneva, Geneva, Switzerland.
- 240 Institute of the Environment and Sustainability, University of California, Los Angeles, CA, USA.
- 241 Forest Research and Development Center, Research, Development and Innovation Agency, Ministry of Environment and Forestry, Bogor, Indonesia.
- 242 Departamento de Biologia, Universidade Federal do Amazonas (UFAM)-Instituto de Ciências Biológicas (ICB1), Manaus, Brazil.
- 243 World Wildlife Fund Thailand, Bangkok, Thailand.
- 244 Forest Ecology and Forest Management Group, Wageningen University and Research, Wageningen, The Netherlands.
- 245 GeoIS, Quito, Ecuador.
- 246 Biological and Environmental Sciences, University of Stirling, Stirling, UK.
- 247 Amcel Amapá Florestal e Celulose SA, Santana, Brazil.
- 248 Cirad-ES, Campus International de Baillarguet, TA C-105/D, Montpellier, France.
- 249 Programa de Pós-Graduação em Ecologia, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 250 Laboratório de Ecologia de Doenças Transmissíveis da Amazônia (EDTA), Instituto Leônidas e Maria Deane, Fiocruz, Manaus, Brazil.
- 251 Instituto Oswaldo Cruz (IOC/FIOCRUZ), Rio de Janeiro, Brazil.
- 252 School of Earth and Environment, University of Leeds, Leeds, UK.
- 253 Biogeography Department, Trier University, Trier, Germany.
- 254 Faculty of Forestry, University of British Columbia, Vancouver, British Columbia, Canada.
- 255 Research Center for the Pacific Islands, Kagoshima University, Kagoshima, Japan.
- 256 Department of Plant and Soil Science, School of Biological Sciences, University of Aberdeen, Aberdeen, UK.
- 257 Key Laboratory of Tropical Plant Resources and Sustainable Use, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Mengla, China.
- 258 UK Research and Innovation, Innovate UK, London, UK.
- 259 Center for Conservation and Sustainable Development, Missouri Botanical Garden, St Louis, MO, USA.
- 260 Department of Biology and Florida Museum of Natural History, University of Florida, Gainesville, FL, USA.
- 261 James Cook University, Cairns, Queensland, Australia.
- 262 Université Libre de Bruxelles, Brussels, Belgium.
- 263 Department of Food and Resource Economics, University of Copenhagen, Copenhagen, Denmark.
- 264 School of Biological Sciences, Washington State University, Vancouver, WA, USA.
- 265 Iwokrama International Centre for Rain Forest Conservation and Development, Georgetown, Guyana.
- 266 Institute of Forestry and Conservation, University of Toronto, Toronto, Ontario, Canada.
- 267 Ministère de l'Environnement et Développement Durable, Kinshasa, Democratic Republic of the Congo.
- 268 Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Menglun, China.
- 269 Faculté des Sciences Appliquées, Université de Mbujimayi, Mbujimayi, Democratic Republic of the Congo.
- 270 Emerging Technology Development Division, Department of Science and Technology Philippine Council for Industry, Energy and Emerging Technology Research and Development (DOST-PCIEERD), Taguig City, Philippines.
- 271 Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, USA.
- 272 Wildlife Conservation Society, New York, NY, USA.
- 273 Yale School of Forestry and Environmental Studies, Yale University, New Haven, CT, USA.
- 274 Departamento de Ciencias Forestales, Universidad Nacional de Colombia, Medellín, Colombia.
- 275 Department of Biology, University of Missouri, St Louis, MO, USA.
- 276 Universidad Nacional de la Amazonia Peruana, Iquitos, Peru.
- 277 Wageningen University, Wageningen, The Netherlands.
- 278 Doi Tung Development Project, Social Development Department, Chiang Rai, Thailand.
- 279 Compagnie des Bois du Gabon, Port Gentil, Gabon.
- 280 University of Nottingham, Nottingham, UK.
- 281 Escuela Profesional de Ingeniería Forestal, Universidad Nacional de San Antonio Abad del Cusco, Puerto Maldonado, Peru.
- 282 Centro de Biociências, Departamento de Ecologia, Universidade Federal do Rio Grande do Norte, Natal, Brazil.
- 283 CAVElab-Computational and Applied Vegetation Ecology, Department of Environment, Ghent University, Ghent, Belgium.
- 284 FORLIANCE, Bonn, Germany.
- 285 Fundación Amigos de la Naturaleza (FAN), Santa Cruz, Bolivia.
- 286 Direccíon de Evaluación Forestal y de Fauna Silvestre, Magdalena del Mar, Peru.
- 287 Faculté des Sciences, Service d'Évolution Biologique et Écologie, Université Libre de Bruxelles, Brussels, Belgium.
- 288 Fundación Estación de Biología, Bogotá, Colombia.
- 289 Instituto de Investigaciones Forestales de la Amazonía, Universidad Autónoma del Beni José Ballivián, Riberalta, Beni, Bolivia.
- 290 Viikki Tropical Resources Institute, Department of Forest Sciences, University of Helsinki, Helsinki, Finland.
- 291 Helsinki Institute of Sustainability Science (HELSUS), Helsinki, Finland.
- 292 Institut de Recherche en Écologie Tropicale, Libreville, Gabon.
- 293 School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK.
- 294 Tropenbos International, Ede, The Netherlands.
- 295 Key Laboratory of Forest Ecology and Environment of State Forestry Administration, Institute of Forest Ecology, Environment and Protection, Chinese Academy of Forestry, Beijing, China.
- 296 Laboratory of Human Ecology, Instituto Venezolano de Investigaciones Científicas (IVIC), Caracas, Venezuela.
- PMID: 38200314
- PMCID: PMC10808064
- DOI: 10.1038/s41586-023-06820-z
Consistent patterns of common species across tropical tree communities
Authors
Affiliations
- 1 Department of Geography, University College London, London, UK. declan.cooper.16@ucl.ac.uk.
- 2 Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, London, UK. declan.cooper.16@ucl.ac.uk.
- 3 Department of Geography, University College London, London, UK. s.l.lewis@ucl.ac.uk.
- 4 School of Geography, University of Leeds, Leeds, UK. s.l.lewis@ucl.ac.uk.
- 5 School of Geography, University of Leeds, Leeds, UK.
- 6 Department of Natural Sciences, Manchester Metropolitan University, Manchester, UK.
- 7 Instituto de Biociências, Departamento de Ecologia, Universidade de Sao Paulo (USP), São Paulo, Brazil.
- 8 Naturalis Biodiversity Center, Leiden, The Netherlands.
- 9 Quantitative Biodiversity Dynamics, Department of Biology, Utrecht University, Utrecht, The Netherlands.
- 10 AMAP, Université de Montpellier, IRD, Cirad, CNRS, INRAE, Montpellier, France.
- 11 International Joint Laboratory DYCOFAC, IRD-UYI-IRGM, Yaoundé, Cameroon.
- 12 Environmental and Life Sciences, Faculty of Science, Universiti Brunei Darussalam, Gadong, Brunei Darussalam.
- 13 Plant Systematics and Ecology Laboratory, Higher Teachers' Training College, University of Yaoundé I, Yaoundé, Cameroon.
- 14 Faculty of Renewable Natural Resources Management and Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo.
- 15 Forestry Research Institute of Ghana (FORIG), Kumasi, Ghana.
- 16 Mensuration Unit, Forestry Commission of Ghana, Kumasi, Ghana.
- 17 Procuradoria-Geral de Justiça, Ministério Público do Estado do Amazonas, Manaus, Brazil.
- 18 Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 19 Medio Ambiente, PLUSPRETOL, Iquitos, Peru.
- 20 Faculty of Environmental Earth Science, Hokkaido University, Sapporo, Japan.
- 21 Ecology, Monitoring and Sustainable Use of Wetlands (MAUA), Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 22 Coordenação de Biodiversidade, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 23 Center for Conservation and Sustainability, Smithsonian Conservation Biology Institute, Washington, DC, USA.
- 24 Center for International Forestry Research (CIFOR), Bogor, Indonesia.
- 25 Université Officielle de Bukavu, Bukavu, Democratic Republic of the Congo.
- 26 Coordenação de Botânica, Museu Paraense Emílio Goeldi, Belém, Brazil.
- 27 Projeto Dinâmica Biológica de Fragmentos Florestais, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 28 Institut National pour l'Etude et la Recherche Agronomiques, Bukavu, Democratic Republic of the Congo.
- 29 Museo de Historia Natural Noel Kempff Mercado, Universidad Autónoma Gabriel Rene Moreno, Santa Cruz, Santa Cruz, Bolivia.
- 30 Herbario Amazónico Colombiano, Instituto SINCHI, Bogotá, Colombia.
- 31 Bullard Emeritus Professor of Forestry, Harvard University, Cambridge, MA, USA.
- 32 Programa de Ciencias del Agro y el Mar, Herbario Universitario (PORT), UNELLEZ-Guanare, Guanare, Venezuela.
- 33 The Mauritius Herbarium, Agricultural Services, Ministry of Agro-Industry and Food Security, Reduit, Mauritius.
- 34 Instituto de Biociências, Departamento de Ecologia, Universidade de São Paulo (USP), São Paulo, Brazil.
- 35 Tetra Tech ARD, Accra, Ghana.
- 36 Department of Biology, Aarhus University, Aarhus C, Aarhus, Denmark.
- 37 UK Centre for Ecology and Hydrology, Penicuik, UK.
- 38 International Center for Tropical Botany, Department of Biological Sciences, Florida International University, Miami, FL, USA.
- 39 ICNHS, Federal University of Mato Grosso, Sinop, Brazil.
- 40 Lancaster Environment Centre, Lancaster University, Lancaster, UK.
- 41 TERRA Teaching and Research Centre, Gembloux Agro-Bio Tech, University of Liege, Gembloux, Belgium.
- 42 Service of Wood Biology, Royal Museum for Central Africa, Tervuren, Belgium.
- 43 Ministry of Forests, Seas, Environment and Climate, Libreville, Gabon.
- 44 Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK.
- 45 The Landscapes and Livelihoods Group, Edinburgh, UK.
- 46 Institute of Tropical Forest Conservation, Mbarara University of Science and Technology (MUST), Mbarara, Uganda.
- 47 Isotope Bioscience Laboratory (ISOFYS), Ghent University, Ghent, Belgium.
- 48 Biodiversity and Landscape Unit, Gembloux Agro-Bio Tech, Université de Liege, Liège, Belgium.
- 49 Section de la Foresterie, Institut National pour l'Etude et la Recherche Agronomique Yangambi, Yangambi, Democratic Republic of the Congo.
- 50 Congo Programme, Wildlife Conservation Society, Brazzaville, Republic of Congo.
- 51 CIFOR, Bogor, Indonesia.
- 52 Forest Resources Management, Gembloux Agro-Bio Tech, University of Liège, Liège, Belgium.
- 53 Resources and Synergies Development, Singapore, Singapore.
- 54 Laboratory of Ecology and Forest Management, Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo.
- 55 Biodiversity, Macroecology and Biogeography, University of Göttingen, Göttingen, Germany.
- 56 School of Biological Sciences, University of Aberdeen, Aberdeen, UK.
- 57 Universidade Federal do Amapá, Ciências Ambientais, Macapá, Brazil.
- 58 Laboratorio de Ecología de Bosques Tropicales y Primatología, Universidad de los Andes, Bogotá, Colombia.
- 59 Cambridge University Botanic Garden, Cambridge, UK.
- 60 Programa de Maestria de Manejo de Bosques, Universidad de los Andes, Mérida, Mérida, Venezuela.
- 61 Coordenação de Pesquisas em Ecologia, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 62 Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Belo Horizonte, Brazil.
- 63 Centro de Investigaciones Ecológicas de Guayana, Universidad Nacional Experimental de Guayana, Puerto Ordaz, Venezuela.
- 64 Centro de Pesquisa Agroflorestal de Roraima, Embrapa Roraima, Boa Vista, Brazil.
- 65 Escuela de Biología Herbario Alfredo Paredes, Universidad Central, Quito, Ecuador.
- 66 Biology Department, Vancouver Island University, Nanaimo, British Columbia, Canada.
- 67 Shaanxi Key Laboratory for Animal Conservation, Northwest University, Xi'an, China.
- 68 School of Life Sciences, University of KwaZulu-Natal, Scottsville, South Africa.
- 69 Laboratoire Évolution et Diversité Biologique, CNRS and Université Paul Sabatier, Toulouse, France.
- 70 Institute of Forest and Wildlife Research and Development (IRD), Phnom Penh, Cambodia.
- 71 Conservation Ecology Program, King Mongkut's University of Technology Thonburi, Bangkok, Thailand.
- 72 Faculty of Science, Department of Plant Science, University of Buea, Buea, Cameroon.
- 73 Instituto de Biociências, Departamento Botanica, Universidade de Sao Paulo (USP), São Paulo, Brazil.
- 74 Nicholas School of the Environment, Duke University, Durham, NC, USA.
- 75 University of Leeds, Leeds, UK.
- 76 BeZero, London, UK.
- 77 Inventory and Monitoring Program, National Park Service, Fredericksburg, VA, USA.
- 78 Smithsonian Conservation Biology Institute, Washington, DC, USA.
- 79 Department of Plant Sciences and Conservation Research Institute, University of Cambridge, Cambridge, UK.
- 80 Andes to Amazon Biodiversity Program, Madre de Dios, Madre de Dios, Peru.
- 81 The University of Queensland, Brisbane, Queensland, Australia.
- 82 Empresa Brasileira de Pesquisa Agropecuária, Embrapa Amapá, Macapá, Brazil.
- 83 State Agency for Environment, Nature Conservation and Geology, Güstrow, Germany.
- 84 Department of Environment and Geography, University of York, York, UK.
- 85 Department of International Environmental and Development Studies (NORAGRIC), Norwegian University of Life Sciences, Ås, Norway.
- 86 Gothenburg Global Biodiversity Centre, University of Gothenburg, Gothenburg, Sweden.
- 87 Departamento de Biologia Vegetal, Instituto de Biologia, Universidade Estadual de Campinas (UNICAMP), Campinas, Brazil.
- 88 Servicios de Biodiversidad EIRL, Iquitos, Peru.
- 89 Centre for Nature-Based Climate Solutions, Department of Biological Sciences, National University of Singapore, Singapore, Singapore.
- 90 Phillipines Programme, Fauna and Flora International, Cambridge, UK.
- 91 Biodiversity and Ecosystem Services, Instituto Tecnológico Vale, Belém, Brazil.
- 92 Landscape Ecology and Vegetal Production Systems Unit, Universite Libre de Bruxelles, Brussels, Belgium.
- 93 Departamento de Botânica, Instituto de Pesquisas Científicas e Tecnológicas do Amapá (IEPA), Macapá, Brazil.
- 94 School of Geosciences, University of Edinburgh, Edinburgh, UK.
- 95 Royal Botanic Garden Edinburgh, Edinburgh, UK.
- 96 Department of Anthropology, University of Texas at Austin, Austin, TX, USA.
- 97 Estación de Biodiversidad Tiputini, Colegio de Ciencias Biológicas y Ambientales, Universidad San Francisco de Quito (USFQ), Quito, Ecuador.
- 98 Institute for Biodiversity and Environmental Research, Universiti Brunei Darussalam, Bandar Seri Begawan, Brunei Darussalam.
- 99 Department of Geography, University College London, London, UK.
- 100 Institut National pour l'Etude et la Recherche Agronomiques (INERA), Wood Laboratory of Yangambi, Yangambi, Democratic Republic of the Congo.
- 101 UGent-Woodlab, Laboratory of Wood Technology, Department of Environment, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium.
- 102 Silviculture Research Institute, Vietnamese Academy of Forest Sciences, Hanoi, Vietnam.
- 103 Forest Is Life, TERRA, Gembloux Agro-Bio Tech, Liège University, Liège, Belgium.
- 104 Department of Geography and Planning, University of Liverpool, Liverpool, UK.
- 105 Institute of Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, The Netherlands.
- 106 Florida International University, Miami, FL, USA.
- 107 Living Earth Collaborative, Washington University in Saint Louis, St Louis, MO, USA.
- 108 Missouri Botanical Garden, St Louis, MO, USA.
- 109 School of Geography, Earth and Environmental Sciences, University of Plymouth, Plymouth, UK.
- 110 Department of Biology, University of Miami, Coral Gables, FL, USA.
- 111 Fairchild Tropical Botanic Garden, Coral Gables, FL, USA.
- 112 Programa de Pós-Graduação em Biologia (Botânica), Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 113 Department of Geography, College of Life and Environmental Sciences, University of Exeter, Exeter, UK.
- 114 Empresa Brasileira de Pesquisa Agropecuária, Embrapa Amazônia Oriental, Belém, Brazil.
- 115 Forest Research Institute Malaysia, Kepong, Malaysia.
- 116 Postgraduate Program in Ecology, Federal University of Santa Catarina, Florianópolis, Brazil.
- 117 The Gola Rainforest National Park, Kenema, Sierra Leone.
- 118 Direction Régionale de la Guyane, Office National des Forêts, Cayenne, French Guiana.
- 119 Université de Montpellier, Montpellier, France.
- 120 Pro Natura Foundation, Balikpapan, Indonesia.
- 121 Herbario Nacional de Bolivia, Instituto de Ecología, Carrera de Biología, Universidad Mayor de San Andrés, La Paz, Bolivia.
- 122 Biology Department and Center for Energy, Environment and Sustainability, Wake Forest University, Winston Salem, NC, USA.
- 123 Programa Restauración de Ecosistemas (PRE), Centro de Innovación Científica Amazónica (CINCIA), Tambopata, Peru.
- 124 Peruvian Center for Biodiversity and Conservation (PCBC), Iquitos, Peru.
- 125 Escola de Negócios Tecnologia e Inovação, Centro Universitário do Pará, Belém, Brazil.
- 126 Universidade Federal do Pará, Belém, Brazil.
- 127 PROTERRA, Instituto de Investigaciones de la Amazonía Peruana (IIAP), Iquitos, Peru.
- 128 ACEER Foundation, Puerto Maldonado, Peru.
- 129 Grupo de Investigación en Biodiversidad, Medio Ambiente y Salud-BIOMAS, Universidad de las Américas, Quito, Ecuador.
- 130 The Field Museum, Chicago, IL, USA.
- 131 Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia.
- 132 Forest Global Earth Observatory (ForestGEO), Smithsonian Tropical Research Institute, Washington, DC, USA.
- 133 School of Biology, University of Leeds, Leeds, UK.
- 134 Honorary Professor, Kunming Institute of Botany, Chinese Academy of Science, Kunming, China.
- 135 World Agroforestry, Lusaka, Zambia.
- 136 Lukuru Wildlife Research Foundation, Kinshasa, Democratic Republic of the Congo.
- 137 Division of Vertebrate Zoology, Yale Peabody Museum of Natural History, New Haven, CT, USA.
- 138 Department of Plant Sciences, University of Oxford, Oxford, UK.
- 139 Department of Biological Sciences, California State Polytechnic University, Humboldt, Arcata, CA, USA.
- 140 Tropical Forests and People Research Centre, University of the Sunshine Coast, Maroochydore DC, Queensland, Australia.
- 141 Amazon Conservation Team, Arlington, USA.
- 142 Resource Ecology Group, Wageningen University and Research, Wageningen, The Netherlands.
- 143 Instituto de Investigaciones de la Amazonía Peruana (IIAP), Iquitos, Peru.
- 144 University of St Andrews, St Andrews, UK.
- 145 Herbario HAG, Universidad Nacional Amazónica de Madre de Dios (UNAMAD), Puerto Maldonado, Peru.
- 146 Department of Environment, Laboratory of Wood Technology (Woodlab), Ghent University, Ghent, Belgium.
- 147 Department of Forest Science, Tokyo University of Agriculture, Tokyo, Japan.
- 148 Smithsonian Tropical Research Institute, Ancon, Panama.
- 149 Department of Environmental Sciences, Wageningen University and Research, Wageningen, The Netherlands.
- 150 Department of Biological and Environmental Sciences, University of Stirling, Stirling, UK.
- 151 Grupo de Ecología y Conservación de Fauna y Flora Silvestre, Instituto Amazónico de Investigaciones Imani, Universidad Nacional de Colombia sede Amazonia, Leticia, Colombia.
- 152 School of Biological Sciences, University of Bristol, Bristol, UK.
- 153 Institut de Ciència i Tecnologia Ambientals, Universitat Autònoma de Barcelona, Barcelona, Spain.
- 154 School of Earth, Environment and Society, McMaster University, Hamilton, Ontario, Canada.
- 155 Integrative Research Center, The Field Museum of Natural History, Chicago, IL, USA.
- 156 Faculté de Gestion de Ressources Naturelles Renouvelables, Université de Kisangani, Kisangani, Democratic Republic of the Congo.
- 157 Computational and Applied Vegetation Ecology (CAVElab), Department of Environment, Faculty of Bioscience Engineering, Ghent University, Ghent, Belgium.
- 158 Department of Systematic and Evolutionary Botany, University of Zurich, Zurich, Switzerland.
- 159 Center for Integrative Conservation, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Menglun, Mengla, China.
- 160 University of the Chinese Academy of Sciences, Beijing, China.
- 161 Agteca-Amazonica, Santa Cruz, Bolivia.
- 162 Graduate School of Agriculture, Kyoto University, Kyoto, Japan.
- 163 Department for Accelerated Taxonomy, Royal Botanic Gardens, Richmond, UK.
- 164 Forest and Environment Program, Center for International Forestry Research (CIFOR), Bogor, Indonesia.
- 165 Centre for Tropical Environmental and Sustainability Science and College of Science and Engineering, James Cook University, Cairns, Queensland, Australia.
- 166 Viet Nature Conservation Centre, Hanoi, Viet Nam.
- 167 Uganda Programme, Wildlife Conservation Society, Kampala, Uganda.
- 168 Divisao de Sensoriamento Remoto (DSR), Instituto Nacional de Pesquisas Espaciais (INPE), São José dos Campos, Brazil.
- 169 Department of Plant Biology, Faculty of Science, University of Yaoundé I, Yaoundé, Cameroon.
- 170 Instituto Boliviano de Investigacion Forestal, Santa Cruz, Santa Cruz, Bolivia.
- 171 The RSPB, Sandy, UK.
- 172 A Rocha International, Cambridge, UK.
- 173 Department of Ecology, Institute of Biological Sciences, University of Brasilia, Brasilia, Brazil.
- 174 Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, Brazil.
- 175 Herbarium, Royal Botanic Gardens Kew, Richmond, UK.
- 176 Botany Department, University of Ibadan, Ibadan, Nigeria.
- 177 Facultad de Ciencias Forestales y Ambientales, Instituto de Investigaciones para el Desarrollo Forestal, Universidad de los Andes, Mérida, Mérida, Venezuela.
- 178 Institute of Forest Ecology, Environment and Protection, Chinese Academy of Forestry, Beijing, China.
- 179 Faculty of Renewable Natural Resources Management, University of Kisangani, Kisangani, Democratic Republic of the Congo.
- 180 Faculté des sciences Agronomiques, Université Officielle de Mbujimayi, Mbujimayi, Democratic Republic of the Congo.
- 181 Programa de Pós-Graduação em Ecologia, Universidade Federal do Pará, Belém, Brazil.
- 182 Embrapa Amazônia Oriental, Belém, Brazil.
- 183 Faculty of Forestry, Universitas Gadjah Mada, Yogyakarta, Indonesia.
- 184 Faculté des Sciences, Laboratoire d'Écologie et Aménagement Forestier, Université de Kisangani, Kisangani, Democratic Republic of the Congo.
- 185 School of Biological Sciences, Universiti Sains Malaysia, George Town, Malaysia.
- 186 Centre for Marine and Coastal Studies, Universiti Sains Malaysia, George Town, Malaysia.
- 187 Departamento de Biologia, Universidade Federal de Rondônia, Unir, Porto Velho, Brazil.
- 188 Programa de Pós-Graduação em Ecologia e Conservação, Universidade do Estado de Mato Grosso, Nova Xavantina, Brazil.
- 189 Flamingo Land, Kirby Misperton, UK.
- 190 Forest Research Institute, University of the Sunshine Coast, Sippy Downs, Queensland, Australia.
- 191 Jardín Botánico de Missouri, Oxapampa, Peru.
- 192 Embrapa Recursos Genéticos e Biotecnologia, Brasilia, Brazil.
- 193 Department of Integrative Biology, University of California, Berkeley, CA, USA.
- 194 Environmental and Life Sciences Programme, Faculty of Science, Universiti Brunei Darussalam, Bandar Seri Begawan, Brunei Darussalam.
- 195 Agence Nationale des Parcs Nationaux, Libreville, Gabon.
- 196 Ministère de la Forêt, de la Mer, de l'Environnement, Chargé du Plan Climat, Libreville, Gabon.
- 197 Office français de la biodiversité, Vincennes, France.
- 198 Department for Ecosystem Stewardship, Royal Botanic Gardens, Richmond, UK.
- 199 Endangered Species Coalition, Silver Spring, MD, USA.
- 200 Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi, Malaysia.
- 201 Herbario Vargas, Universidad Nacional de San Antonio Abad del Cusco, Cuzco, Peru.
- 202 Facultad de Ciencias Agrícolas, Universidad Autónoma Gabriel René Moreno, Santa Cruz, Santa Cruz, Bolivia.
- 203 Department of Environment and Development Studies, United International University, Dhaka, Bangladesh.
- 204 Department of Ecosystems and Conservation, Sokoine University of Agriculture, Morogoro, Tanzania.
- 205 The Kyoto University Museum, Kyoto University, Kyoto, Japan.
- 206 Laboratório de Ciências Ambientais, Universidade Estadual do Norte Fluminense, Campos dos Goyatacazes, Brazil.
- 207 Universidad Estatal Amazónica, Puyo, Ecuador.
- 208 Forest Research Centre, Sandakan, Malaysia.
- 209 University of Abeokuta, Abeokuta, Nigeria.
- 210 Herbario Nacional del Ecuador, Universidad Técnica del Norte, Quito, Ecuador.
- 211 Programa de Pós-Graduação em Biodiversidade e Biotecnologia PPG-Bionorte, Universidade Federal de Rondônia, Porto Velho, Brazil.
- 212 Centre for Mountain Ecosystem Studies, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, China.
- 213 Instituto de Biodiversidade e Florestas, Universidade Federal do Oeste do Pará, Santarém, Brazil.
- 214 Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, London, UK.
- 215 Universidad Nacional de Jaén, Cajamarca, Peru.
- 216 School of Environmental Sciences, University of East Anglia, Norwich, UK.
- 217 University of Warwick, Warwick, UK.
- 218 Cirad UMR Ecofog, AgrosParisTech, CNRS, INRAE, Université Guyane, Kourou Cedex, France.
- 219 Universidad Regional Amazónica IKIAM, Tena, Ecuador.
- 220 Fundación Puerto Rastrojo, Bogotá, Colombia.
- 221 Science and Education, The Field Museum, Chicago, IL, USA.
- 222 The Nature Conservancy, Boulder, CO, USA.
- 223 Instituto de Ciencias Naturales, Universidad Nacional de Colombia, Bogotá, Colombia.
- 224 Biology Department, Boston University, Boston, MA, USA.
- 225 Department of Resource and Environmental Economics (ESL), IPB University, Bogor, Indonesia.
- 226 School of Life Sciences, University of Lincoln, Lincoln, UK.
- 227 Wetland Department, Institute of Geography and Geoecology, Karlsruhe Institute of Technology (KIT), Rastatt, Germany.
- 228 Diretoria Técnico-Científica, Instituto de Desenvolvimento Sustentável Mamirauá, Tefé, Brazil.
- 229 Instituto de Investigaciones para el Desarrollo Forestal (INDEFOR), Universidad de los Andes, Mérida, Mérida, Venezuela.
- 230 Waardenburg Ecology, Culemborg, The Netherlands.
- 231 College of Life Sciences, University of Exeter, Exeter, UK.
- 232 University of Florida, Gainesville, FL, USA.
- 233 Department of Biological Sciences, King Abdulaziz University, Jeddah, Kingdom of Saudi Arabia.
- 234 Center for Plant Conservation Bogor Botanic Gardens, Indonesian Institute of Science, Bogor, Indonesia.
- 235 Department of Geography, National University of Singapore, Singapore, Singapore.
- 236 Deparment of Biology, University of Florence, Sesto Fiorentino, Italy.
- 237 Tropical Biodiversity Section, Museo delle Scienze (MUSE), Trento, Italy.
- 238 Research Center for Plant Conservation, Botanic Gardens and Forestry, National Research and Innovation Agency (BRIN), Bogor, Indonesia.
- 239 InfoFlora, Botanical Garden of Geneva, Geneva, Switzerland.
- 240 Institute of the Environment and Sustainability, University of California, Los Angeles, CA, USA.
- 241 Forest Research and Development Center, Research, Development and Innovation Agency, Ministry of Environment and Forestry, Bogor, Indonesia.
- 242 Departamento de Biologia, Universidade Federal do Amazonas (UFAM)-Instituto de Ciências Biológicas (ICB1), Manaus, Brazil.
- 243 World Wildlife Fund Thailand, Bangkok, Thailand.
- 244 Forest Ecology and Forest Management Group, Wageningen University and Research, Wageningen, The Netherlands.
- 245 GeoIS, Quito, Ecuador.
- 246 Biological and Environmental Sciences, University of Stirling, Stirling, UK.
- 247 Amcel Amapá Florestal e Celulose SA, Santana, Brazil.
- 248 Cirad-ES, Campus International de Baillarguet, TA C-105/D, Montpellier, France.
- 249 Programa de Pós-Graduação em Ecologia, Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil.
- 250 Laboratório de Ecologia de Doenças Transmissíveis da Amazônia (EDTA), Instituto Leônidas e Maria Deane, Fiocruz, Manaus, Brazil.
- 251 Instituto Oswaldo Cruz (IOC/FIOCRUZ), Rio de Janeiro, Brazil.
- 252 School of Earth and Environment, University of Leeds, Leeds, UK.
- 253 Biogeography Department, Trier University, Trier, Germany.
- 254 Faculty of Forestry, University of British Columbia, Vancouver, British Columbia, Canada.
- 255 Research Center for the Pacific Islands, Kagoshima University, Kagoshima, Japan.
- 256 Department of Plant and Soil Science, School of Biological Sciences, University of Aberdeen, Aberdeen, UK.
- 257 Key Laboratory of Tropical Plant Resources and Sustainable Use, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, Mengla, China.
- 258 UK Research and Innovation, Innovate UK, London, UK.
- 259 Center for Conservation and Sustainable Development, Missouri Botanical Garden, St Louis, MO, USA.
- 260 Department of Biology and Florida Museum of Natural History, University of Florida, Gainesville, FL, USA.
- 261 James Cook University, Cairns, Queensland, Australia.
- 262 Université Libre de Bruxelles, Brussels, Belgium.
- 263 Department of Food and Resource Economics, University of Copenhagen, Copenhagen, Denmark.
- 264 School of Biological Sciences, Washington State University, Vancouver, WA, USA.
- 265 Iwokrama International Centre for Rain Forest Conservation and Development, Georgetown, Guyana.
- 266 Institute of Forestry and Conservation, University of Toronto, Toronto, Ontario, Canada.
- 267 Ministère de l'Environnement et Développement Durable, Kinshasa, Democratic Republic of the Congo.
- 268 Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Menglun, China.
- 269 Faculté des Sciences Appliquées, Université de Mbujimayi, Mbujimayi, Democratic Republic of the Congo.
- 270 Emerging Technology Development Division, Department of Science and Technology Philippine Council for Industry, Energy and Emerging Technology Research and Development (DOST-PCIEERD), Taguig City, Philippines.
- 271 Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, USA.
- 272 Wildlife Conservation Society, New York, NY, USA.
- 273 Yale School of Forestry and Environmental Studies, Yale University, New Haven, CT, USA.
- 274 Departamento de Ciencias Forestales, Universidad Nacional de Colombia, Medellín, Colombia.
- 275 Department of Biology, University of Missouri, St Louis, MO, USA.
- 276 Universidad Nacional de la Amazonia Peruana, Iquitos, Peru.
- 277 Wageningen University, Wageningen, The Netherlands.
- 278 Doi Tung Development Project, Social Development Department, Chiang Rai, Thailand.
- 279 Compagnie des Bois du Gabon, Port Gentil, Gabon.
- 280 University of Nottingham, Nottingham, UK.
- 281 Escuela Profesional de Ingeniería Forestal, Universidad Nacional de San Antonio Abad del Cusco, Puerto Maldonado, Peru.
- 282 Centro de Biociências, Departamento de Ecologia, Universidade Federal do Rio Grande do Norte, Natal, Brazil.
- 283 CAVElab-Computational and Applied Vegetation Ecology, Department of Environment, Ghent University, Ghent, Belgium.
- 284 FORLIANCE, Bonn, Germany.
- 285 Fundación Amigos de la Naturaleza (FAN), Santa Cruz, Bolivia.
- 286 Direccíon de Evaluación Forestal y de Fauna Silvestre, Magdalena del Mar, Peru.
- 287 Faculté des Sciences, Service d'Évolution Biologique et Écologie, Université Libre de Bruxelles, Brussels, Belgium.
- 288 Fundación Estación de Biología, Bogotá, Colombia.
- 289 Instituto de Investigaciones Forestales de la Amazonía, Universidad Autónoma del Beni José Ballivián, Riberalta, Beni, Bolivia.
- 290 Viikki Tropical Resources Institute, Department of Forest Sciences, University of Helsinki, Helsinki, Finland.
- 291 Helsinki Institute of Sustainability Science (HELSUS), Helsinki, Finland.
- 292 Institut de Recherche en Écologie Tropicale, Libreville, Gabon.
- 293 School of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, UK.
- 294 Tropenbos International, Ede, The Netherlands.
- 295 Key Laboratory of Forest Ecology and Environment of State Forestry Administration, Institute of Forest Ecology, Environment and Protection, Chinese Academy of Forestry, Beijing, China.
- 296 Laboratory of Human Ecology, Instituto Venezolano de Investigaciones Científicas (IVIC), Caracas, Venezuela.
- PMID: 38200314
- PMCID: PMC10808064
- 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.
© 2024. The Author(s).
Conflict of interest statement
The authors declare no competing interests.
Figures
Fig. 1. Location of the 1,568 plots,…
Fig. 1. Location of the 1,568 plots, tropical forest regions, and tropical forest biome extent…
Fig. 2. Rarefaction curves showing the effect…
Fig. 2. Rarefaction curves showing the effect of increasing sample size on the number of…
Fig. 3. The minimum percentage of total…
Fig. 3. The minimum percentage of total species required to account for given dominance thresholds…
Extended Data Fig. 1. Impact of plot…
Extended Data Fig. 1. Impact of plot size on rarefaction curves of total species (a)…
Extended Data Fig. 2. Impact of spatial…
Extended Data Fig. 2. Impact of spatial clustering of plots on rarefaction curves of hyperdominant…
Extended Data Fig. 3. Complete rarefaction curves…
Extended Data Fig. 3. Complete rarefaction curves showing the effect of increasing sampling on the…
Extended Data Fig. 4. Preston plots (top…
Extended Data Fig. 4. Preston plots (top row) and rank abundance distributions (bottom row) showing…
Extended Data Fig. 5. Bias correction of…
Extended Data Fig. 5. Bias correction of estimates of species richness (first column), number of…
References
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