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Co-limitation towards lower latitudes shapes global forest diversity gradients

. 2022 Oct ; 6 (10) : 1423-1437. [epub] 20220808

Language English Country England, Great Britain Media print-electronic

Document type Journal Article, Research Support, Non-U.S. Gov't, Research Support, U.S. Gov't, Non-P.H.S.

Links

PubMed 35941205
DOI 10.1038/s41559-022-01831-x
PII: 10.1038/s41559-022-01831-x
Knihovny.cz E-resources

The latitudinal diversity gradient (LDG) is one of the most recognized global patterns of species richness exhibited across a wide range of taxa. Numerous hypotheses have been proposed in the past two centuries to explain LDG, but rigorous tests of the drivers of LDGs have been limited by a lack of high-quality global species richness data. Here we produce a high-resolution (0.025° × 0.025°) map of local tree species richness using a global forest inventory database with individual tree information and local biophysical characteristics from ~1.3 million sample plots. We then quantify drivers of local tree species richness patterns across latitudes. Generally, annual mean temperature was a dominant predictor of tree species richness, which is most consistent with the metabolic theory of biodiversity (MTB). However, MTB underestimated LDG in the tropics, where high species richness was also moderated by topographic, soil and anthropogenic factors operating at local scales. Given that local landscape variables operate synergistically with bioclimatic factors in shaping the global LDG pattern, we suggest that MTB be extended to account for co-limitation by subordinate drivers.

5 N Sukachev Forest Institute of FRC KSC SB RAS Krasnoyarsk Russia

African Institute for Mathematical Sciences Muizenberg South Africa

Agricultural High School ESAV Polytechnic Institute of Viseu IPV Viseu Portugal

Agricultural Research Education and Extension Organization Tehran Iran

AgroParisTech UMR AMAP University of Montpellier CIRAD CNRS INRAE IRD Montpellier France

AMAP University of Montpellier CIRAD CNRS INRAE IRD Montpellier France

Applied Biology and Ecology Research Unit University of Dschang Dschang Cameroon

Balai Penelitian dan Pengembangan Lingkungan Hidup dan Kehutanan Manokwari Indonesia

Bavarian Forest Nationalpark Grafenau Germany

Bavarian State Institute of Forestry Freising Germany

Beijing Forestry University Beijing China

Białowieża Geobotanical Station Faculty of Biology University of Warsaw Białowieża Poland

Biodiversity Dynamics Naturalis Biodiversity Center Leiden Netherlands

Biology Centre of the Czech Academy of Sciences Institute of Entomology Ceske Budejovice Czech Republic

Biology Department Université Officielle de Bukavu Bukavu Democratic Republic of Congo

Biometris Wageningen University and Research Wageningen Netherlands

Center for Biodiversity Dynamics in a Changing World Department of Biology Aarhus University Aarhus C Denmark

Center for Forest Ecology and Productivity RAS Moscow Russia

Center for International Forestry Research Situ Gede Bogor Barat Indonesia

Center for Latin American Studies University of Florida Gainesville FL USA

Center for Tropical Research Institute of the Environment and Sustainability University of California Los Angeles CA USA

Centre de Coopération Internationale en Recherche Agronomique pour le Développement Montpellier France

Centre for Conservation Science The Royal Society for the Protection of Birds Sandy UK

Centre for Econics and Ecosystem Management Eberswalde University for Sustainable Development Eberswalde Germany

Centre for Invasion Biology Department of Mathematical Sciences Stellenbosch University Matieland South Africa

Centre for Structural and Functional Genomics and Quebec Centre for Biodiversity Science Biology Department Concordia University Montreal Quebec Canada

Centre for the Research and Technology of Agro Environmental and Biological Sciences CITAB UTAD Quinta de Prados Vila Real Portugal

Centro Agricoltura Alimenti Ambiente University of Trento San Michele all'Adige Italy

Centro de Formação em Ciências Agroflorestais Universidade Federal do Sul da Bahia Ilhéus Brazil

Centro de Modelación y Monitoreo de Ecosistemas Facultad de Ciencias Universidad Mayor Santiago Chile

CIIDIR Durango Instituto Politécnico Nacional Durango Mexico

Cirad UMR EcoFoG Campus Agronomique Kourou French Guiana

Cirad University of Montpellier Montpellier France

CNRS UMR LEEISA Campus Agronomique Kourou French Guiana

Compensation International Progress S A Bogotá Colombia

Computational and Applied Vegetation Ecology Lab Ghent University Ghent Belgium

Crowther Lab Department of Environmental Systems Science Institute of Integrative Biology ETH Zürich Zürich Switzerland

Departamento de Ecología y Recursos Naturales Facultad de Ciencias Universidad Nacional Autónoma de México Mexico City Mexico

Departamento de Ingeniería Agroforestal Universidad de Santiago de Compostela Lugo Spain

Departamento de Silvicultura y Conservación de la Naturaleza Universidad de Chile Santiago Chile

Département des Sciences et Technologies de l'Environnement Université du Burundi Bujumbura Burundi

Department of Agricultural Food Environmental and Animal Sciences University of Udine Udine Italy

Department of Agriculture Food Environment and Forestry University of Firenze Firenze Italy

Department of Biological Geological and Environmental Sciences University of Bologna Bologna Italy

Department of Biology University of Florence Sesto Fiorentino Italy

Department of Botany and Plant Pathology Purdue University West Lafayette IN USA

Department of Botany Dr Harisingh Gour Vishwavidalaya Sagar India

Department of Botany Dr Harisingh Gour Vishwavidyalaya Madhya Pradesh India

Department of Botany Faculty of Science University of South Bohemia Bohemia Czech Republic

Department of Crop and Forest Sciences University of Lleida Lleida Spain

Department of Ecology and Environmental Sciences Pondicherry University Puducherry India

Department of Ecology and Evolutionary Biology University of Arizona Tucson AZ USA

Department of Ecology and Evolutionary Biology University of Tennessee Knoxville TN USA

Department of Ecology Faculty of Science Charles University Prague Czech Republic

Department of Ecoscience Aarhus University Silkeborg Denmark

Department of Environment and Geography University of York York UK

Department of Environment Ghent University Ghent Belgium

Department of Environment Laboratory for Wood Technology Ghent University Ghent Belgium

Department of Environment Universtité du Cinquantenaire de Lwiro Bukavu Democratic Republic of Congo

Department of Environmental Science School of Engineering and Sciences SRM University AP Guntur India

Department of Environmental Sciences Central University of Jharkhand Ranchi India

Department of Evolutionary Anthropology Duke University Durham NC USA

Department of Food and Resource Economics University of Copenhagen Copenhagen Denmark

Department of Forest Engineering Federal University of Viçosa Viçosa Brazil

Department of Forest Engineering Universidade Regional de Blumenau Blumenau Brazil

Department of Forest Management and Forest Economics Warsaw University of Life Sciences Warsaw Poland

Department of Forest Management Centre for Agricultural Research in Suriname Paramaribo Suriname

Department of Forest Resource Management Swedish University of Agricultural Sciences Umea Sweden

Department of Forest Resources University of Minnesota St Paul MN USA

Department of Forest Science Tokyo University of Agriculture Tokyo Japan

Department of Forest Sciences Seoul National University Seoul Republic of Korea

Department of Forestry and Natural Resources Purdue University West Lafayette IN USA

Department of Forestry and Natural Resources University of Kentucky Lexington KY USA

Department of Forestry Sciences 'Luiz de Queiroz' College of Agriculture University of São Paulo Piracicaba Brazil

Department of Geography Environment and Geomatics University of Guelph Guelph Ontario Canada

Department of Geography University College London London UK

Department of Geoinformatics Central University of Jharkhand Ranchi India

Department of Geomatics Forest Research Institute Sekocin Stary Raszyn Poland

Department of Geosciences and Natural Resource Management University of Copenhagen Copenhagen Denmark

Department of Green Chemistry and Technology Ghent University Ghent Belgium

Department of International Environment and Development Studies Ås Norway

Department of Natural Sciences Manchester Metropolitan University Manchester UK

Department of Physical and Environmental Sciences Colorado Mesa University Grand Junction CO USA

Department of Plant Biology Faculty of Science University of Yaoundé 1 Yaoundé Cameroon

Department of Plant Sciences University of Cambridge Cambridge UK

Department of Plant Sciences University of Oxford Oxford UK

Department of Plant Systematics Bayreuth University Bayreuth Germany

Department of Silviculture Foundation Silviculture Research Institute Vietnamese Academy of Forest Sciences Hanoi Vietnam

Department of Statistics University of Wisconsin Madison Madison WI USA

Department of Wetland Ecology Institute for Geography and Geoecology Karlsruhe Institute for Technology Rastatt Germany

Department of Wildlife Management College of African Wildlife Management Mweka Tanzania

Development Economics Group Wageningen University Wageningen Netherlands

DIBAF Department Tuscia University Viterbo Italy

Dirección Nacional de Bosques Ciudad Autónoma de Buenos Aires Buenos Aires Argentina

Ecology and Evolutionary Biology University of Connecticut Storrs CT USA

Environmental and Life Sciences Faculty of Science Universiti Brunei Darussalam Gadong Brunei Darussalam

Environmental Change Institute School of Geography and the Environment University of Oxford Oxford UK

Escuela ECAPMA National Open University and Distance | UNAD Bogotá Colombia

European Commission Joint Research Centre Ispra Italy

Facultad de Ciencias Forestales Universidad Juárez del Estado de Durango Durango Mexico

Faculté de Gestion de Ressources Naturelles Renouvelables Université de Kisangani Kisangani Democratic Republic of Congo

Faculté des Sciences Appliquées Université de Mbujimayi Mbujimayi Democratic Republic of Congo

Faculté des Sciences Evolutionary Biology and Ecology Unit Université Libre de Bruxelles Brussels Belgium

Faculty of Forestry and Wood Sciences Czech University of Life Sciences Prague Praha Suchdol Czech Republic

Faculty of Forestry Qingdao Agricultural University Qingdao China

Faculty of Natural Resources Management Lakehead University Thunder Bay Ontario Canada

Faculty of Science and Technology Free University of Bolzano Bolzano Italy

Fakultas Kehutanan Universitas Papua Jalan Gunung Salju Amban Manokwari Papua Barat Indonesia

Fieldstation Fabrikschleichach Julius Maximilians University Würzburg Würzburg Germany

Flamingo Land Ltd North Yorkshire UK

Forest Advanced Computing and Artificial Intelligence Laboratory Department of Forestry and Natural Resources Purdue University West Lafayette IN USA

Forest Ecology and Forest Management Group Wageningen University and Research Wageningen Netherlands

Forest Research Institute University of the Sunshine Coast Sippy Downs Queensland Australia

Forestry Division Food and Agriculture Organization of the United Nations Rome Italy

Forestry Faculty Bauman Moscow State Technical University Mytischi Russia

German Centre for Integrative Biodiversity Research Halle Jena Leipzig Leipzig Germany

GIP ECOFOR Paris France

Glick Designs LLC Hadley MA USA

Global Change Research Institute of the CAS Brno Czech Republic

Hawkesbury Institute for the Environment Western Sydney University Penrith New South Wales Australia

Helmholtz GFZ German Research Centre for Geosciences Section 1 4 Remote Sensing and Geoinformatics Potsdam Germany

Herbário Dr Roberto Miguel Klein Universidade Regional de Blumenau Blumenau Brazil

Herbarium Kew Royal Botanic Gardens Kew London UK

IFER Institute of Forest Ecosystem Research Jilove u Prahy Czech Republic

Infoflora c o Botanical Garden of Geneva Geneva Switzerland

INP HB University of Montpellier Yamoussoukro Ivory Coast

Institut National Polytechnique Félix Houphouët Boigny DFR Eaux Forêts et Environnement BP Yamoussoukro Ivory Coast

Institut National pour l'Etude et la Recherche Agronomiques Kinshasa Democratic Republic of Congo

Institute for Global Change Biology School for Environment and Sustainability University of Michigan Ann Arbor MI USA

Institute of Agricultural Research for Development Nkolbisson Ministry of Scientific Research and Innovation Yaounde Cameroon

Institute of Bioeconomy CNR Sesto Italy

Institute of Biology and Botanical Garden Martin Luther University Halle Wittenberg Halle Germany

Institute of Botany Academy of Sciences of the Czech Republic Trebon Czech Republic

Institute of Dendrology Polish Academy of Sciences Kórnik Poland

Institute of Ecology and Key Laboratory for Earth Surface Processes of the Ministry of Education College of Urban and Evironmental Sciences Peking University Beijing China

Institute of Forestry and Engineering Estonian University of Life Sciences Tartu Estonia

Institute of Forestry Belgrade Serbia

Institute of Integrative Biology ETH Zürich Zürich Switzerland

Institute of International Education Scholar Rescue Fund One World Trade Center New York NY USA

Institute of Plant Sciences University of Bern Bern Switzerland

Institute of Tropical Forest Conservation Mbarara University of Science and Technology Mbarara Uganda

Institution with City Department of Geography University of Zurich Zurich Switzerland

Instituto de Silvicultura e Industria de la Madera Universidad Juarez del Estado de Durango Durango Mexico

Instituto Nacional de Pesquisas da Amazônia INPA Grupo Ecologia Monitoramento e Uso Sustentável de Áreas Úmidas MAUA Manaus Brazil

Instituto Nacional de Tecnología Agropecuaria Santa Cruz Argentina

Integrated Center for Research Development and Innovation in Advanced Materials Nanotechnologies and Distributed Systems for Fabrication and Control University Stefan cel Mare of Suceava Suceava Romania

Integrative Research Center The Field Museum Chicago IL USA

Interdisciplinary Program in Agricultural and Forest Meteorology Seoul National University Seoul Republic of Korea

International Center for Tropical Botany Department of Biological Sciences Florida International University Miami FL USA

International Institute for Applied Systems Analysis Laxenburg Austria

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Joint Research Unit CTFC Agrotecnio CERCA Solsona Spain

Kenya Forestry Research Institute Department of Forest Resource Assessment Nairobi Kenya

Kenya Forestry Research Institute Headquarters Nairobi Kenya

Kenya Forestry Research Institute Taita Taveta Research Centre Wundanyi Kenya

Labo Botanique Université Félix Houphouët Boigny Abidjan Ivory Coast

Laboratoire d'Écologie et Aménagement Forestier Département d'Ecologie et de Gestion des Ressources Végétales Université de Kisangani Kisangani Democratic Republic of Congo

Laboratory of Applied Ecology University of Abomey Calavi Cotonou Benin

Limbe Botanic Garden Limbe Cameroon

LINCGlobal MNCN CSIC Madrid Spain

Manaaki Whenua Landcare Research Lincoln New Zealand

MUSE Museo delle Scienze Trento Italy

National Center for Agro Meteorology Seoul Republic of Korea

National Forest Authority Kampala Uganda

National Forest Centre Zvolen Slovak Republic

Natural and Built Environments Research Centre School of Natural and Built Environments University of South Australia Adelaide South Australia Australia

Natural Resources Institute Finland Joensuu Finland

Naturalis Biodiversity Center Leiden Netherlands

Nicholas School of the Environment Duke University Durham NC USA

Northern Research Station USDA Forest Service Durham NH USA

Norwegian Institute of Bioeconomy Research Division of Forestry and Forest Resources Ås Norway

Nucleo de Estudos e Pesquisas Ambientais Universidade Estadual de Campinas Campinas SP Campinas Brazil

Plant Biology Department Biology Institute University of Campinas Campinas Brazil

Plant Ecology and Nature Conservation Group Wageningen University AA Wageningen Netherlands

Plant Systematics and Ecology Laboratory Higher Teacher's Training College University of Yaoundé 1 Yaoundé Cameroon

Polish State Forests Coordination Centre for Environmental Projects Warsaw Poland

Poznan University of Life Sciences Faculty of Forestry and Wood Technology Department of Game Management and Forest Protection Poznan Poland

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Programa de Pós graduação em Biologia Vegetal Instituto de Biologia Universidade Estadual de Campinas Campinas CEP Biologia Brazil

Queensland Herbarium Department of Environment and Science Toowong Queensland Australia

Research and Innovation Centre Fondazione Edmund Mach San Michele all'Adige Italy

Research Center of Forest Management Engineering of State Forestry and Grassland Administration Beijing Forestry University Beijing China

Research Institute for Agriculture and Life Sciences Seoul National University Seoul Republic of Korea

Rosen Center for Advanced Computing Purdue University West Lafayette IN USA

Royal Botanic Garden Edinburgh Edinburgh UK

Sanya Nanfan Research Institute Hainan Yazhou Bay Seed Laboratory Hainan University Sanya China

School of Biological and Behavioural Sciences Queen Mary University of London London UK

School of Biological Sciences University of Aberdeen Aberdeen UK

School of Biological Sciences University of Bristol Bristol UK

School of Forest Fisheries and Geomatics Sciences Institute of Food and Agricultural Sciences University of Florida Gainesville FL USA

School of Geography University of Leeds Leeds UK

School of Life Sciences University of KwaZulu Natal Pietermaritzburg South Africa

Scientific Services South African National Parks Knysna South Africa

Section for Ecoinformatics and Biodiversity Department of Biology Aarhus University Aarhus C Denmark

Service of Wood Biology Royal Museum for Central Africa Tervuren Belgium

Silviculture and Forest Ecology of the Temperate Zones University of Göttingen Goettingen Germany

Swiss National Forest Inventory Swiss Federal Institute for Forest Snow and Landscape Research WSL Birmensdorf Switzerland

Tartu Observatory University of Tartu Tõravere Estonia

Technical University of Munich School of Life Sciences Weihenstephan Chair of Forest Growth and Yield Science Munich Germany

TERRA Teaching and Research Centre Gembloux Agro Bio Tech University of Liege Gembloux Belgium

Tropical Forests and People Research Centre University of the Sunshine Coast Maroochydore DC Queensland Australia

Tropical Plant Exploration Group Buea Cameroon

UFR Biosciences University Félix Houphouët Boigny Abidjan Ivory Coast

Universidade Federal do Rio Grande do Norte Departamento de Ecologia Natal Brazil

Université de Liège Gembloux Agro Bio Tech Gembloux Belgium

Universite de Lorraine AgroParisTech INRA Nancy France

Université Jean Lorougnon Guédé Daloa Ivory Coast

Université Officielle de Bukavu Bukavu Democratic Republic of Congo

University of Freiburg Faculty of Biology Freiburg Germany

University of Göttingen Göttingen Germany

University of Stellenbosch Stellenbosch South Africa

University of the Sunshine Coast Sippy Downs Queensland Australia

University of York York UK

UQAM Centre for Forest Research Montreal Quebec Canada

Ural State Forest Engineering University Botanical Garden Ural Branch of the Russian Academy of Sciences Yekaterinburg Russia

Urban Management and Planning School of Social Sciences Western Sydney University Penrith New South Wales Australia

Vicerrectoría de Investigación y Postgrado Universidad de La Frontera Temuco Chile

Wageningen Environmental Research Wageningen University and Research Wageningen Netherlands

Wageningen University and Research Forest and Nature Conservation Policy Group Wageningen Netherlands

Wild Chimpanzee Foundation Liberia Representation Monrovia Liberia

Yale School of Forestry and Environmental Studies New Haven CT USA

Рeoples Friendship University of Russia Moscow Russia

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10.6084/m9.figshare.17232491, 10.6084/m9.figshare.17234339, 10.6084/m9.figshare.19733449.v1, 10.6084/m9.figshare.20055488, 10.6084/m9.figshare.17234729

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