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Medina-Vega JA, Zuleta D, Aguilar S, Alonso A, Bissiengou P, Brockelman WY, Bunyavejchewin S, Burslem DFRP, Castaño N, Chave J, Dalling JW, de Oliveira AA, Duque Á, Ediriweera S, Ewango CEN, Filip J, Hubbell SP, Itoh A, Kiratiprayoon S, Lum SKY, Makana JR, Memiaghe H, Mitre D, Mohamad MB, Nathalang A, Nilus R, Nkongolo NV, Novotny V, O'Brien MJ, Pérez R, Pongpattananurak N, Reynolds G, Russo SE, Tan S, Thompson J, Uriarte M, Valencia R, Vicentini A, Yao TL, Zimmerman JK, Davies SJ. Tropical tree ectomycorrhiza are distributed independently of soil nutrients. Nat Ecol Evol 2024; 8:400-410. [PMID: 38200369 DOI: 10.1038/s41559-023-02298-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 12/01/2023] [Indexed: 01/12/2024]
Abstract
Mycorrhizae, a form of plant-fungal symbioses, mediate vegetation impacts on ecosystem functioning. Climatic effects on decomposition and soil quality are suggested to drive mycorrhizal distributions, with arbuscular mycorrhizal plants prevailing in low-latitude/high-soil-quality areas and ectomycorrhizal (EcM) plants in high-latitude/low-soil-quality areas. However, these generalizations, based on coarse-resolution data, obscure finer-scale variations and result in high uncertainties in the predicted distributions of mycorrhizal types and their drivers. Using data from 31 lowland tropical forests, both at a coarse scale (mean-plot-level data) and fine scale (20 × 20 metres from a subset of 16 sites), we demonstrate that the distribution and abundance of EcM-associated trees are independent of soil quality. Resource exchange differences among mycorrhizal partners, stemming from diverse evolutionary origins of mycorrhizal fungi, may decouple soil fertility from the advantage provided by mycorrhizal associations. Additionally, distinct historical biogeographies and diversification patterns have led to differences in forest composition and nutrient-acquisition strategies across three major tropical regions. Notably, Africa and Asia's lowland tropical forests have abundant EcM trees, whereas they are relatively scarce in lowland neotropical forests. A greater understanding of the functional biology of mycorrhizal symbiosis is required, especially in the lowland tropics, to overcome biases from assuming similarity to temperate and boreal regions.
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Affiliation(s)
- José A Medina-Vega
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Washington, DC, USA.
| | - Daniel Zuleta
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Washington, DC, USA
| | | | - Alfonso Alonso
- Center for Conservation and Sustainability, Smithsonian National Zoo and Conservation Biology Institute, Washington, DC, USA
| | - Pulchérie Bissiengou
- Herbier National du Gabon, Institut de Pharmacopée et de Médecine Traditionelle, Libreville, Gabon
| | - Warren Y Brockelman
- National Biobank of Thailand, National Science and Technology Development Agency, Khlong Luang, Thailand
- Institute of Molecular Biosciences, Mahidol University, Nakhon Pathom, Thailand
| | - Sarayudh Bunyavejchewin
- Thai Long-Term Forest Ecological Research Project, Department of Forest Biology, Faculty of Forestry, Kasetsart University, Bangkok, Thailand
| | | | - Nicolás Castaño
- Herbario Amazónico Colombiano, Instituto Amazónico de Investigaciones Científicas Sinchi, Bogotá, Colombia
| | - Jérôme Chave
- Laboratoire Evolution et Diversité Biologique, CNRS, UPS, IRD, Université Paul Sabatier, Toulouse, France
| | - James W Dalling
- Smithsonian Tropical Research Institute, Balboa, Panama
- Department of Plant Biology, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - Alexandre A de Oliveira
- Departamento de Ecologia, Instituto de Biociências, Universidade de São Paulo, São Paulo, Brazil
| | - Álvaro Duque
- Departamento de Ciencias Forestales, Universidad Nacional de Colombia Sede Medellín, Medellín, Colombia
| | - Sisira Ediriweera
- Department of Science and Technology, Uva Wellassa University, Badulla, Sri Lanka
| | - Corneille E N Ewango
- Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo
| | - Jonah Filip
- Binatang Research Center, Madang, Papua New Guinea
| | - Stephen P Hubbell
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA, USA
| | - Akira Itoh
- Graduate School of Science, Osaka Metropolitan University, Osaka, Japan
| | - Somboon Kiratiprayoon
- Faculty of Science and Technology, Thammasat University (Rangsit), Pathum Thani, Thailand
| | - Shawn K Y Lum
- Asian School of the Environment, Nanyang Technological University, Singapore, Singapore
| | - Jean-Remy Makana
- Faculty of Sciences, University of Kisangani, Kisangani, Democratic Republic of the Congo
| | - Hervé Memiaghe
- Institut de Recherche en Ecologie Tropicale, Centre National de la Recherche Scientifique et Technologique, Libreville, Gabon
| | - David Mitre
- Smithsonian Tropical Research Institute, Balboa, Panama
| | | | - Anuttara Nathalang
- National Biobank of Thailand, National Science and Technology Development Agency, Khlong Luang, Thailand
| | - Reuben Nilus
- Sabah Forestry Department, Forest Research Centre, Sandakan, Malaysia
| | - Nsalambi V Nkongolo
- School of Science, Navajo Technical University, Crownpoint, NM, USA
- Institut Facultaire des Sciences Agronomiques (IFA) de Yangambi, Kisangani, Democratic Republic of the Congo
| | - Vojtech Novotny
- Biology Centre, Institute of Entomology of the Czech Academy of Sciences, Ceske Budejovice, Czech Republic
- Faculty of Science, University of South Bohemia, Ceske Budejovice, Czech Republic
| | - Michael J O'Brien
- Estación Experimental de Zonas Áridas, Consejo Superior de Investigaciones Científicas, Almería, Spain
| | - Rolando Pérez
- Smithsonian Tropical Research Institute, Balboa, Panama
| | - Nantachai Pongpattananurak
- Thai Long-Term Forest Ecological Research Project, Department of Forest Biology, Faculty of Forestry, Kasetsart University, Bangkok, Thailand
| | - Glen Reynolds
- Southeast Asia Rainforest Research Partnership (SEARRP), Kota Kinabalu, Malaysia
| | - Sabrina E Russo
- School of Biological Sciences, University of Nebraska, Lincoln, NE, USA
- Center for Plant Science Innovation, University of Nebraska, Lincoln, NE, USA
| | | | | | - María Uriarte
- Department of Ecology, Evolution, and Environmental Biology, Columbia University, New York, NY, USA
| | - Renato Valencia
- Escuela de Ciencias Biológicas, Pontificia Universidad Católica del Ecuador, Quito, Ecuador
| | - Alberto Vicentini
- Coordenação de Dinâmica Ambiental (CODAM), Instituto Nacional de Pesquisas da Amazônia (INPA), Manaus, Brazil
| | - Tze Leong Yao
- Forestry and Environment Division, Forest Research Institute Malaysia, Kepong, Malaysia
| | - Jess K Zimmerman
- Department of Environmental Sciences, University of Puerto Rico, San Juan, PR, USA
| | - Stuart J Davies
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Washington, DC, USA
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2
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Delavaux CS, LaManna JA, Myers JA, Phillips RP, Aguilar S, Allen D, Alonso A, Anderson-Teixeira KJ, Baker ME, Baltzer JL, Bissiengou P, Bonfim M, Bourg NA, Brockelman WY, Burslem DFRP, Chang LW, Chen Y, Chiang JM, Chu C, Clay K, Cordell S, Cortese M, den Ouden J, Dick C, Ediriweera S, Ellis EC, Feistner A, Freestone AL, Giambelluca T, Giardina CP, Gilbert GS, He F, Holík J, Howe RW, Huaraca Huasca W, Hubbell SP, Inman F, Jansen PA, Johnson DJ, Kral K, Larson AJ, Litton CM, Lutz JA, Malhi Y, McGuire K, McMahon SM, McShea WJ, Memiaghe H, Nathalang A, Norden N, Novotny V, O'Brien MJ, Orwig DA, Ostertag R, Parker GG'J, Pérez R, Reynolds G, Russo SE, Sack L, Šamonil P, Sun IF, Swanson ME, Thompson J, Uriarte M, Vandermeer J, Wang X, Ware I, Weiblen GD, Wolf A, Wu SH, Zimmerman JK, Lauber T, Maynard DS, Crowther TW, Averill C. Mycorrhizal feedbacks influence global forest structure and diversity. Commun Biol 2023; 6:1066. [PMID: 37857800 PMCID: PMC10587352 DOI: 10.1038/s42003-023-05410-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 10/02/2023] [Indexed: 10/21/2023] Open
Abstract
One mechanism proposed to explain high species diversity in tropical systems is strong negative conspecific density dependence (CDD), which reduces recruitment of juveniles in proximity to conspecific adult plants. Although evidence shows that plant-specific soil pathogens can drive negative CDD, trees also form key mutualisms with mycorrhizal fungi, which may counteract these effects. Across 43 large-scale forest plots worldwide, we tested whether ectomycorrhizal tree species exhibit weaker negative CDD than arbuscular mycorrhizal tree species. We further tested for conmycorrhizal density dependence (CMDD) to test for benefit from shared mutualists. We found that the strength of CDD varies systematically with mycorrhizal type, with ectomycorrhizal tree species exhibiting higher sapling densities with increasing adult densities than arbuscular mycorrhizal tree species. Moreover, we found evidence of positive CMDD for tree species of both mycorrhizal types. Collectively, these findings indicate that mycorrhizal interactions likely play a foundational role in global forest diversity patterns and structure.
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Affiliation(s)
- Camille S Delavaux
- ETH Zurich, Department of Environmental Systems Science, Zurich, Switzerland.
| | - Joseph A LaManna
- Department of Biological Sciences, Marquette University, Milwaukee, WI, USA
| | - Jonathan A Myers
- Department of Biology, Washington University in St. Louis, St. Louis, MO, USA
| | | | - Salomón Aguilar
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Panama City, Panama
| | - David Allen
- Department of Biology, Middlebury College, Middlebury, VT, USA
| | - Alfonso Alonso
- Center for Conservation and Sustainability, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, DC, USA
| | - Kristina J Anderson-Teixeira
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Panama City, Panama
- Forest Global Earth Observatory, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, DC, USA
| | - Matthew E Baker
- Geography & Environmental Systems, University of Maryland, Baltimore County, Baltimore, MD, USA
| | | | - Pulchérie Bissiengou
- Herbier National du Gabon, Institut de Pharmacopée et de Médecine Traditionelle, Libreville, Gabon
| | - Mariana Bonfim
- Department of Biology, Temple Ambler Field Station, Temple University, Ambler, PA, USA
| | - Norman A Bourg
- Conservation Ecology Center, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, DC, USA
| | - Warren Y Brockelman
- National Biobank of Thailand, National Science and Technology Development Agency, Khlong Nueng, Pathum Thani, Thailand
| | | | - Li-Wan Chang
- Taiwan Forestry Research Institute, Taipei City, Taipei, Taiwan, ROC
| | - Yang Chen
- State Key Laboratory of Biocontrol, School of Ecology/School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Jyh-Min Chiang
- Department of Life Science, Tunghai University, Taichung City, Taiwan, ROC
| | - Chengjin Chu
- School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Keith Clay
- Department of Ecology and Evolutionary Biology, Tulane University, New Orleans, LA, USA
| | - Susan Cordell
- Institute of Pacific Islands Forestry, USDA Forest Service, Hilo, HI, USA
| | - Mary Cortese
- Department of Biology, Temple Ambler Field Station, Temple University, Ambler, PA, USA
| | - Jan den Ouden
- Department of Environmental Sciences, Wageningen University, Wageningen, The Netherlands
| | - Christopher Dick
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, USA
| | - Sisira Ediriweera
- Department of Science and Technology, Uva Wellassa University, Badulla, Sri Lanka
| | - Erle C Ellis
- Geography & Environmental Systems, University of Maryland, Baltimore County, Baltimore, MD, USA
| | - Anna Feistner
- Gabon Biodiversity Program, Center for Conservation and Sustainability, Smithsonian National Zoo and Conservation Biology Institute, Gamba, Gabon
| | - Amy L Freestone
- Department of Biology, Temple Ambler Field Station, Temple University, Ambler, PA, USA
| | - Thomas Giambelluca
- University of Hawaii at Manoa, 1910 East-West Rd., Honolulu, HI, USA
- Water Resources Research Center, University of Hawaii at Manoa, Honolulu, USA
| | | | - Gregory S Gilbert
- Environmental Studies Department, University of California, Santa Cruz, Santa Cruz, CA, USA
| | - Fangliang He
- Department of Renewable Resources, University of Alberta, Edmonton, Canada
| | - Jan Holík
- Department of Forest Ecology, Silva Tarouca Research Institute, Průhonice, Czech Republic
| | - Robert W Howe
- Department of Natural and Applied Sciences, University of Wisconsin-Green Bay, Green Bay, WI, USA
| | - Walter Huaraca Huasca
- Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK
| | - Stephen P Hubbell
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Faith Inman
- Department of Biology, University of Hawaii, Hilo, HI, USA
| | - Patrick A Jansen
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Panama City, Panama
- Department of Environmental Sciences, Wageningen University, Wageningen, The Netherlands
| | - Daniel J Johnson
- School of Forest Resources and Conservation, University of Florida, Gainesville, FL, USA
- School of Forest, Fisheries, and Geomatics Sciences, University of Florida, Gainesville, USA
| | - Kamil Kral
- Department of Forest Ecology, Silva Tarouca Research Institute, Průhonice, Czech Republic
| | - Andrew J Larson
- Department of Forest Management, W. A. Franke College of Forestry and Conservation, University of Montana, Missoula, MT, USA
- The Wilderness Institute, W. A. Franke College of Forestry and Conservation, University of Montana, Missoula, MT, USA
| | - Creighton M Litton
- University of Hawaii at Manoa, 1910 East-West Rd., Honolulu, HI, USA
- Department of Natural Resources and Environmental Management, University of Hawaii at Manoa, Honolulu, USA
| | - James A Lutz
- The Ecology Center, Utah State University, Logan, UT, USA
- Wildland Resources Department, Utah State University, Logan, UT, USA
| | - Yadvinder Malhi
- Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK
| | - Krista McGuire
- Department of Biology, University of Oregon, Eugene, OR, USA
| | - Sean M McMahon
- Forest Global Earth Observatory, Smithsonian Environmental Research Center, Edgewater, NJ, USA
| | - William J McShea
- Conservation Ecology Center, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, DC, USA
| | - Hervé Memiaghe
- Department of Biology, University of Oregon, Eugene, OR, USA
- Centre National de la Recherche Scientifique et Technologique, Ouagadougou, Burkina Faso
| | - Anuttara Nathalang
- National Biobank of Thailand, National Science and Technology Development Agency, Khlong Nueng, Pathum Thani, Thailand
| | - Natalia Norden
- Programa Ciencias de la Biodiversidad, Instituto de Investigacion de Recursos Biologicos Alexander von Humboldt, Bogota, Colombia
| | - Vojtech Novotny
- Biology Centre, Institute of Entomology, Czech Academy of Sciences, Budějovice, Czech Republic
| | - Michael J O'Brien
- Estación Experimental de Zonas Áridas, Consejo Superior de Investigaciones Científicas, Almería, Spain
| | - David A Orwig
- Harvard Forest, Harvard University, Petersham, MA, USA
| | | | | | - Rolando Pérez
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Panama City, Panama
| | - Glen Reynolds
- The Royal Society SEARRP (UK/Malaysia), Kota Kinabalu, Sabah, Malaysia
| | - Sabrina E Russo
- School of Biological Sciences and Center for Plant Science Innovation, University of Nebraska - Lincoln, Lincoln, NE, USA
| | - Lawren Sack
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Pavel Šamonil
- Department of Forest Ecology, Silva Tarouca Research Institute, Průhonice, Czech Republic
| | - I-Fang Sun
- Department of Natural Resources and Environmental Studies, National Dong Hwa University, Hsinchu, Taiwan, ROC
| | - Mark E Swanson
- School of the Environment, Washington State University, Pullman, WA, USA
| | | | - Maria Uriarte
- Department of Ecology, Evolution, and Environmental Biology, Columbia University, New York, NY, USA
| | - John Vandermeer
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, USA
| | - Xihua Wang
- Tiantong National Forest Ecosystem Observation and Research Station, School of Ecological and Environmental Sciences, East China Normal University, Shanghai, China
| | - Ian Ware
- U.S. Forest Service, Institute of Pacific Islands Forestry, Pacific Southwest Research Station, Hilo, HI, USA
| | - George D Weiblen
- Department of Plant & Microbial Biology, University of Minnesota, St. Paul, MN, USA
| | - Amy Wolf
- Department of Natural and Applied Sciences, University of Wisconsin-Green Bay, Green Bay, WI, USA
| | - Shu-Hui Wu
- Botanical Garden Division, Taiwan Forestry Research Institute, Taipei City, Taiwan, ROC
| | - Jess K Zimmerman
- Department of Environmental Sciences, University of Puerto Rico, Rio Piedras, Puerto Rico
| | - Thomas Lauber
- ETH Zurich, Department of Environmental Systems Science, Zurich, Switzerland
| | - Daniel S Maynard
- ETH Zurich, Department of Environmental Systems Science, Zurich, Switzerland
| | - Thomas W Crowther
- ETH Zurich, Department of Environmental Systems Science, Zurich, Switzerland
| | - Colin Averill
- ETH Zurich, Department of Environmental Systems Science, Zurich, Switzerland
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3
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Zhong Y, Chu C, Myers JA, Gilbert GS, Lutz JA, Stillhard J, Zhu K, Thompson J, Baltzer JL, He F, LaManna JA, Davies SJ, Aderson-Teixeira KJ, Burslem DF, Alonso A, Chao KJ, Wang X, Gao L, Orwig DA, Yin X, Sui X, Su Z, Abiem I, Bissiengou P, Bourg N, Butt N, Cao M, Chang-Yang CH, Chao WC, Chapman H, Chen YY, Coomes DA, Cordell S, de Oliveira AA, Du H, Fang S, Giardina CP, Hao Z, Hector A, Hubbell SP, Janík D, Jansen PA, Jiang M, Jin G, Kenfack D, Král K, Larson AJ, Li B, Li X, Li Y, Lian J, Lin L, Liu F, Liu Y, Liu Y, Luan F, Luo Y, Ma K, Malhi Y, McMahon SM, McShea W, Memiaghe H, Mi X, Morecroft M, Novotny V, O’Brien MJ, Ouden JD, Parker GG, Qiao X, Ren H, Reynolds G, Samonil P, Sang W, Shen G, Shen Z, Song GZM, Sun IF, Tang H, Tian S, Uowolo AL, Uriarte M, Wang B, Wang X, Wang Y, Weiblen GD, Wu Z, Xi N, Xiang W, Xu H, Xu K, Ye W, Yu M, Zeng F, Zhang M, Zhang Y, Zhu L, Zimmerman JK. Arbuscular mycorrhizal trees influence the latitudinal beta-diversity gradient of tree communities in forests worldwide. Nat Commun 2021; 12:3137. [PMID: 34035260 PMCID: PMC8149669 DOI: 10.1038/s41467-021-23236-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Accepted: 04/16/2021] [Indexed: 02/04/2023] Open
Abstract
Arbuscular mycorrhizal (AM) and ectomycorrhizal (EcM) associations are critical for host-tree performance. However, how mycorrhizal associations correlate with the latitudinal tree beta-diversity remains untested. Using a global dataset of 45 forest plots representing 2,804,270 trees across 3840 species, we test how AM and EcM trees contribute to total beta-diversity and its components (turnover and nestedness) of all trees. We find AM rather than EcM trees predominantly contribute to decreasing total beta-diversity and turnover and increasing nestedness with increasing latitude, probably because wide distributions of EcM trees do not generate strong compositional differences among localities. Environmental variables, especially temperature and precipitation, are strongly correlated with beta-diversity patterns for both AM trees and all trees rather than EcM trees. Results support our hypotheses that latitudinal beta-diversity patterns and environmental effects on these patterns are highly dependent on mycorrhizal types. Our findings highlight the importance of AM-dominated forests for conserving global forest biodiversity.
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Affiliation(s)
- Yonglin Zhong
- grid.12981.330000 0001 2360 039XDepartment of Ecology, State Key Laboratory of Biocontrol and School of Life Sciences, Sun Yat-sen University,
| | - Chengjin Chu
- grid.12981.330000 0001 2360 039XDepartment of Ecology, State Key Laboratory of Biocontrol and School of Life Sciences, Sun Yat-sen University,
| | - Jonathan A. Myers
- grid.4367.60000 0001 2355 7002Department of Biology, Washington University in St. Louis, St. Louis, MO USA
| | - Gregory S. Gilbert
- grid.205975.c0000 0001 0740 6917Department of Environmental Studies, University of California, Santa Cruz, CA USA
| | - James A. Lutz
- grid.53857.3c0000 0001 2185 8768Wildland Resources Department, Utah State University, Logan, UT USA
| | - Jonas Stillhard
- grid.419754.a0000 0001 2259 5533Swiss Federal Research Institute for Forest, Snow and Landscape Research WSL, Forest Resources and Management, Birmensdorf, Switzerland
| | - Kai Zhu
- grid.205975.c0000 0001 0740 6917Department of Environmental Studies, University of California, Santa Cruz, CA USA
| | - Jill Thompson
- grid.494924.6UK Centre for Ecology & Hydrology Bush Estate, Midlothian, UK
| | - Jennifer L. Baltzer
- grid.268252.90000 0001 1958 9263Biology Department, Wilfrid Laurier University, Waterloo, ON Canada
| | - Fangliang He
- grid.17089.37Department of Renewable Resources, University of Alberta, Edmonton, AB Canada ,grid.22069.3f0000 0004 0369 6365ECNU-Alberta Joint Lab for Biodiversity Study, Tiantong National Station for Forest Ecosystem Research, East China Normal University, ,grid.22069.3f0000 0004 0369 6365Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecology and Environmental Sciences, East China Normal University,
| | - Joseph A. LaManna
- grid.259670.f0000 0001 2369 3143Department of Biological Sciences, Marquette University, Milwaukee, WI USA
| | - Stuart J. Davies
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Washington, DC USA
| | - Kristina J. Aderson-Teixeira
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Washington, DC USA ,grid.419531.bConservation Ecology Center, Smithsonian Conservation Biology Institute, National Zoological Park, Front Royal, VA USA
| | - David F.R.P. Burslem
- grid.7107.10000 0004 1936 7291School of Biological Sciences, University of Aberdeen, Aberdeen, UK
| | - Alfonso Alonso
- grid.467700.20000 0001 2182 2028Center for Conservation and Sustainability, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, DC USA
| | - Kuo-Jung Chao
- International Master Program of Agriculture, National Chung Hsing University, https://www.nchu.edu.tw/en-index
| | - Xugao Wang
- CAS Key Laboratory of Forest Ecology and Management, Institute of Applied Ecology, Chinese Academy of Sciences, http://english.iae.cas.cn/
| | - Lianming Gao
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, http://english.kib.cas.cn/
| | - David A. Orwig
- grid.38142.3c000000041936754XHarvard Forest, Harvard University, Petersham, MA USA
| | - Xue Yin
- grid.12981.330000 0001 2360 039XDepartment of Ecology, State Key Laboratory of Biocontrol and School of Life Sciences, Sun Yat-sen University,
| | - Xinghua Sui
- grid.12981.330000 0001 2360 039XDepartment of Ecology, State Key Laboratory of Biocontrol and School of Life Sciences, Sun Yat-sen University,
| | - Zhiyao Su
- College of Forestry and Landscape Architecture, South China Agricultural University, https://english.scau.edu.cn/
| | - Iveren Abiem
- grid.412989.f0000 0000 8510 4538Department of Plant Science and Technology, University of Jos, Jos, Nigeria ,The Nigerian Montane Forest Project, Taraba State, Nigeria ,grid.21006.350000 0001 2179 4063School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
| | - Pulchérie Bissiengou
- Institut de Recherche en Ecologie Tropicale/Centre National de la Recherche Scientifique et Technologique, Libreville, Gabon
| | - Norm Bourg
- grid.419531.bConservation Ecology Center, Smithsonian Conservation Biology Institute, National Zoological Park, Front Royal, VA USA
| | - Nathalie Butt
- grid.1003.20000 0000 9320 7537School of Biological Sciences, The University of Queensland, St. Lucia, QLD Australia ,grid.1003.20000 0000 9320 7537Centre for Biodiversity and Conservation Science, The University of Queensland, St. Lucia, QLD Australia
| | - Min Cao
- CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, http://english.xtbg.cas.cn/
| | - Chia-Hao Chang-Yang
- grid.412036.20000 0004 0531 9758Department of Biological Sciences, National Sun Yat-sen University,
| | - Wei-Chun Chao
- grid.412046.50000 0001 0305 650XDepartment of Forestry and Natural Resources, National Chiayi University,
| | - Hazel Chapman
- grid.21006.350000 0001 2179 4063School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
| | - Yu-Yun Chen
- grid.260567.00000 0000 8964 3950Department of Natural Resources and Environmental Studies, National Dong Hwa University,
| | - David A. Coomes
- grid.5335.00000000121885934Department of Plant Sciences, University of Cambridge, Cambridge, UK
| | - Susan Cordell
- grid.497404.a0000 0001 0662 4365Institute of Pacific Islands Forestry, Pacific Southwest Research Station, USDA Forest Service, Hilo, Hawaii USA
| | - Alexandre A. de Oliveira
- grid.11899.380000 0004 1937 0722Departamento Ecologia, Universidade de São Paulo, Instituto de Biociências, Cidade Universitária, São Paulo, SP Brazil
| | - Hu Du
- Key Laboratory of Agro-ecological Processes in Subtropical Region, Institute of Subtropical Agriculture, Chinese Academy of Sciences, http://english.isa.cas.cn/
| | - Suqin Fang
- grid.12981.330000 0001 2360 039XDepartment of Ecology, State Key Laboratory of Biocontrol and School of Life Sciences, Sun Yat-sen University,
| | - Christian P. Giardina
- grid.497404.a0000 0001 0662 4365Institute of Pacific Islands Forestry, Pacific Southwest Research Station, USDA Forest Service, Hilo, Hawaii USA
| | - Zhanqing Hao
- School of Ecology and Environment, Northwestern Polytechnical University, http://en.nwpu.edu.cn/
| | - Andrew Hector
- grid.4991.50000 0004 1936 8948Department of Plant Sciences, University of Oxford, Oxford, UK
| | - Stephen P. Hubbell
- grid.19006.3e0000 0000 9632 6718Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA USA
| | - David Janík
- Department of Forest Ecology, Silva Tarouca Research Institute, Brno, Czech Republic
| | - Patrick A. Jansen
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Washington, DC USA ,grid.4818.50000 0001 0791 5666Wildlife Ecology and Conservation Group, Wageningen University and Research, Wageningen, The Netherlands
| | - Mingxi Jiang
- Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, http://english.wbg.cas.cn/
| | - Guangze Jin
- Center for Ecological Research, Northeast Forestry University, http://en.nefu.edu.cn/
| | - David Kenfack
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Washington, DC USA ,grid.453560.10000 0001 2192 7591Department of Botany, National Museum of Natural History, Washington, DC USA
| | - Kamil Král
- Department of Forest Ecology, Silva Tarouca Research Institute, Brno, Czech Republic
| | - Andrew J. Larson
- grid.253613.00000 0001 2192 5772Wilderness Institute and Department of Forest Management, University of Montana, Missoula, MT USA
| | - Buhang Li
- grid.12981.330000 0001 2360 039XDepartment of Ecology, State Key Laboratory of Biocontrol and School of Life Sciences, Sun Yat-sen University,
| | - Xiankun Li
- Guangxi Key Laboratory of Plant Conservation and Restoration Ecology in Karst Terrain, Guangxi Institute of Botany, Guangxi Zhuang Autonomous Region and Chinese Academy of Sciences, http://english.gxib.cn/
| | - Yide Li
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, http://ritf.caf.ac.cn/
| | - Juyu Lian
- Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, http://english.scbg.ac.cn/
| | - Luxiang Lin
- CAS Key Laboratory of Tropical Forest Ecology, Xishuangbanna Tropical Botanical Garden, Chinese Academy of Sciences, http://english.xtbg.cas.cn/
| | - Feng Liu
- The Administrative Bureau of Naban River Watershed National Nature Reserve, http://www.xsbn.gov.cn/nbhbhq/nbhbhq.dhtml
| | - Yankun Liu
- Heilongjiang Key Laboratory of Forest Ecology and Forestry Ecological Engineering, Heilongjiang Forestry Engineering and Environment Institute, http://www.hljifee.org.cn/
| | - Yu Liu
- grid.22069.3f0000 0004 0369 6365ECNU-Alberta Joint Lab for Biodiversity Study, Tiantong National Station for Forest Ecosystem Research, East China Normal University, ,grid.22069.3f0000 0004 0369 6365Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecology and Environmental Sciences, East China Normal University,
| | - Fuchen Luan
- Guangdong Chebaling National Nature Reserve, https://cbl.elab.cnic.cn/
| | - Yahuang Luo
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, http://english.kib.cas.cn/
| | - Keping Ma
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, http://english.ib.cas.cn/
| | - Yadvinder Malhi
- grid.4991.50000 0004 1936 8948Environmental Change Institute, School of Geography and the Environment, University of Oxford, Oxford, UK
| | - Sean M. McMahon
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, Washington, DC USA ,grid.419533.90000 0000 8612 0361Smithsonian Environmental Research Center, Edgewater, MD USA
| | - William McShea
- grid.419531.bConservation Ecology Center, Smithsonian Conservation Biology Institute, National Zoological Park, Front Royal, VA USA
| | - Hervé Memiaghe
- Institut de Recherche en Ecologie Tropicale/Centre National de la Recherche Scientifique et Technologique, Libreville, Gabon
| | - Xiangcheng Mi
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, http://english.ib.cas.cn/
| | - Mike Morecroft
- grid.238406.b0000 0001 2331 9653Natural England, York, UK
| | - Vojtech Novotny
- grid.447761.70000 0004 0396 9503Biology Center of the Czech Academy of Sciences, Institute of Entomology and the University of South Bohemia, Ceske Budejovicve, Czech Republic
| | - Michael J. O’Brien
- grid.28479.300000 0001 2206 5938Área de Biodiversidad y Conservación, Universidad Rey Juan Carlos, Móstoles, Madrid, Spain
| | - Jan den Ouden
- grid.4818.50000 0001 0791 5666Forest Ecology and Management Group, Wageningen University, Wageningen, The Netherlands
| | - Geoffrey G. Parker
- grid.419533.90000 0000 8612 0361Forest Ecology Group, Smithsonian Environmental Research Center, Edgewater, MD USA
| | - Xiujuan Qiao
- Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, http://english.wbg.cas.cn/
| | - Haibao Ren
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, http://english.ib.cas.cn/
| | - Glen Reynolds
- Southeast Asia Rainforest Research Partnership, Danum Valley Field Centre, Lahad Datu, Sabah Malaysia
| | - Pavel Samonil
- Department of Forest Ecology, Silva Tarouca Research Institute, Brno, Czech Republic
| | - Weiguo Sang
- grid.411077.40000 0004 0369 0529College of Life and Environmental Science, Minzu University of China,
| | - Guochun Shen
- grid.22069.3f0000 0004 0369 6365Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecology and Environmental Sciences, East China Normal University,
| | - Zhiqiang Shen
- grid.12981.330000 0001 2360 039XDepartment of Ecology, State Key Laboratory of Biocontrol and School of Life Sciences, Sun Yat-sen University,
| | - Guo-Zhang Michael Song
- grid.260542.70000 0004 0532 3749Department of Soil and Water Conservation, National Chung Hsing University,
| | - I-Fang Sun
- grid.260567.00000 0000 8964 3950Department of Natural Resources and Environmental Studies, National Dong Hwa University,
| | - Hui Tang
- grid.12981.330000 0001 2360 039XDepartment of Ecology, State Key Laboratory of Biocontrol and School of Life Sciences, Sun Yat-sen University,
| | - Songyan Tian
- Heilongjiang Key Laboratory of Forest Ecology and Forestry Ecological Engineering, Heilongjiang Forestry Engineering and Environment Institute, http://www.hljifee.org.cn/
| | - Amanda L. Uowolo
- grid.497404.a0000 0001 0662 4365Institute of Pacific Islands Forestry, Pacific Southwest Research Station, USDA Forest Service, Hilo, Hawaii USA
| | - María Uriarte
- grid.21729.3f0000000419368729Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, NY USA
| | - Bin Wang
- Guangxi Key Laboratory of Plant Conservation and Restoration Ecology in Karst Terrain, Guangxi Institute of Botany, Guangxi Zhuang Autonomous Region and Chinese Academy of Sciences, http://english.gxib.cn/
| | - Xihua Wang
- grid.22069.3f0000 0004 0369 6365Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecology and Environmental Sciences, East China Normal University,
| | - Youshi Wang
- grid.12981.330000 0001 2360 039XDepartment of Ecology, State Key Laboratory of Biocontrol and School of Life Sciences, Sun Yat-sen University,
| | - George D. Weiblen
- grid.17635.360000000419368657Department of Plant & Microbial Biology, University of Minnesota, St. Paul, MN USA
| | - Zhihong Wu
- Guangdong Chebaling National Nature Reserve, https://cbl.elab.cnic.cn/
| | - Nianxun Xi
- grid.12981.330000 0001 2360 039XDepartment of Ecology, State Key Laboratory of Biocontrol and School of Life Sciences, Sun Yat-sen University,
| | - Wusheng Xiang
- Guangxi Key Laboratory of Plant Conservation and Restoration Ecology in Karst Terrain, Guangxi Institute of Botany, Guangxi Zhuang Autonomous Region and Chinese Academy of Sciences, http://english.gxib.cn/
| | - Han Xu
- Research Institute of Tropical Forestry, Chinese Academy of Forestry, http://ritf.caf.ac.cn/
| | - Kun Xu
- Yunnan Lijiang Forest Ecosystem National Observation and Research Station, Kunming Instituted of Botany, Chinese Academy of Sciences, http://english.kib.cas.cn/
| | - Wanhui Ye
- Key Laboratory of Vegetation Restoration and Management of Degraded Ecosystems, South China Botanical Garden, Chinese Academy of Sciences, http://english.scbg.ac.cn/
| | - Mingjian Yu
- MOE Key Laboratory of Biosystems Homeostasis & Protection, College of Life Sciences, Zhejiang University, http://www.zju.edu.cn/english/
| | - Fuping Zeng
- Key Laboratory of Agro-ecological Processes in Subtropical Region, Institute of Subtropical Agriculture, Chinese Academy of Sciences, http://english.isa.cas.cn/
| | - Minhua Zhang
- grid.22069.3f0000 0004 0369 6365ECNU-Alberta Joint Lab for Biodiversity Study, Tiantong National Station for Forest Ecosystem Research, East China Normal University, ,grid.22069.3f0000 0004 0369 6365Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, School of Ecology and Environmental Sciences, East China Normal University,
| | - Yingming Zhang
- Guangdong Chebaling National Nature Reserve, https://cbl.elab.cnic.cn/
| | - Li Zhu
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, http://english.ib.cas.cn/
| | - Jess K. Zimmerman
- grid.267033.30000 0004 0462 1680Department of Environmental Sciences, University of Puerto Rico, San Juan, PR USA
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4
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Ploton P, Mortier F, Barbier N, Cornu G, Réjou-Méchain M, Rossi V, Alonso A, Bastin JF, Bayol N, Bénédet F, Bissiengou P, Chuyong G, Demarquez B, Doucet JL, Droissart V, Kamdem NG, Kenfack D, Memiaghe H, Moses L, Sonké B, Texier N, Thomas D, Zebaze D, Pélissier R, Gourlet-Fleury S. A map of African humid tropical forest aboveground biomass derived from management inventories. Sci Data 2020; 7:221. [PMID: 32641808 PMCID: PMC7343822 DOI: 10.1038/s41597-020-0561-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 06/08/2020] [Indexed: 01/12/2023] Open
Abstract
Forest biomass is key in Earth carbon cycle and climate system, and thus under intense scrutiny in the context of international climate change mitigation initiatives (e.g. REDD+). In tropical forests, the spatial distribution of aboveground biomass (AGB) remains, however, highly uncertain. There is increasing recognition that progress is strongly limited by the lack of field observations over large and remote areas. Here, we introduce the Congo basin Forests AGB (CoFor-AGB) dataset that contains AGB estimations and associated uncertainty for 59,857 1-km pixels aggregated from nearly 100,000 ha of in situ forest management inventories for the 2000 - early 2010s period in five central African countries. A comprehensive error propagation scheme suggests that the uncertainty on AGB estimations derived from c. 0.5-ha inventory plots (8.6-15.0%) is only moderately higher than the error obtained from scientific sampling plots (8.3%). CoFor-AGB provides the first large scale view of forest AGB spatial variation from field data in central Africa, the second largest continuous tropical forest domain of the world.
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Affiliation(s)
- Pierre Ploton
- AMAP, Univ Montpellier, IRD, CNRS, INRAE, CIRAD, Montpellier, France.
| | - Frédéric Mortier
- CIRAD, UPR Forêts et Sociétés, F-34398 Montpellier, France; Université de Montpellier, F-34000, Montpellier, France
| | - Nicolas Barbier
- AMAP, Univ Montpellier, IRD, CNRS, INRAE, CIRAD, Montpellier, France
| | - Guillaume Cornu
- CIRAD, UPR Forêts et Sociétés, F-34398 Montpellier, France; Université de Montpellier, F-34000, Montpellier, France
| | | | - Vivien Rossi
- CIRAD, UPR Forêts et Sociétés, Yaoundé, Cameroun
| | - Alfonso Alonso
- Center for Conservation and Sustainability, Smithsonian Conservation Biology Institute, National Zoological Park, Washington, DC, USA
| | - Jean-François Bastin
- CAVELab Computational and Applied Vegetation Ecology, Department of Applied Ecology and Environmental Biology, Faculty of Bioscience Engineering, Ghent University, Ghent, 9000, Belgium
| | - Nicolas Bayol
- FRM Ingénierie, 34130, Mauguio - Grand Montpellier, France
| | - Fabrice Bénédet
- CIRAD, UPR Forêts et Sociétés, F-34398 Montpellier, France; Université de Montpellier, F-34000, Montpellier, France
| | - Pulchérie Bissiengou
- Institut de pharmacopée et de médecine traditionnelle (Herbier National du Gabon), CENAREST, Libreville, Gabon
| | - Georges Chuyong
- Department of Plant Science, Faculty of Science, University of Buea, Buea, Cameroon
| | | | - Jean-Louis Doucet
- Forest is Life, TERRA Teaching and Research Centre, Gembloux Agro-Bio Tech, University of Liège, Gembloux, Belgium
| | - Vincent Droissart
- AMAP, Univ Montpellier, IRD, CNRS, INRAE, CIRAD, Montpellier, France
- Plant Systematic and Ecology Laboratory (LaBosystE), Department of Biology, Higher Teachers' Training College, University of Yaoundé I, P.O. Box 047, Yaoundé, Cameroun
| | - Narcisse Guy Kamdem
- Plant Systematic and Ecology Laboratory (LaBosystE), Department of Biology, Higher Teachers' Training College, University of Yaoundé I, P.O. Box 047, Yaoundé, Cameroun
| | - David Kenfack
- ForestGEO, Smithsonian Tropical Research Institute, NMNH - MRC 166, P.O. Box 37012, Washington, DC, 20013-7012, USA
| | - Hervé Memiaghe
- Institut de Recherche en Ecologie Tropicale/Centre National de la Recherche Scientifique et Technologique, Libreville, Gabon
| | - Libalah Moses
- Plant Systematic and Ecology Laboratory (LaBosystE), Department of Biology, Higher Teachers' Training College, University of Yaoundé I, P.O. Box 047, Yaoundé, Cameroun
| | - Bonaventure Sonké
- Plant Systematic and Ecology Laboratory (LaBosystE), Department of Biology, Higher Teachers' Training College, University of Yaoundé I, P.O. Box 047, Yaoundé, Cameroun
| | - Nicolas Texier
- Plant Systematic and Ecology Laboratory (LaBosystE), Department of Biology, Higher Teachers' Training College, University of Yaoundé I, P.O. Box 047, Yaoundé, Cameroun
- Faculty of Sciences, Evolutionary Biology and Ecology, Université Libre de Bruxelles, CP160/12, 50 Av. F. Roosevelt, 1050, Brussels, Belgium
| | - Duncan Thomas
- School of Biological Sciences, Washington State University, 14204 NE Salmon Creek Ave, Vancouver, WA, 98686, USA
| | - Donatien Zebaze
- Plant Systematic and Ecology Laboratory (LaBosystE), Department of Biology, Higher Teachers' Training College, University of Yaoundé I, P.O. Box 047, Yaoundé, Cameroun
| | - Raphaël Pélissier
- AMAP, Univ Montpellier, IRD, CNRS, INRAE, CIRAD, Montpellier, France
| | - Sylvie Gourlet-Fleury
- CIRAD, UPR Forêts et Sociétés, F-34398 Montpellier, France; Université de Montpellier, F-34000, Montpellier, France
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5
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Schepaschenko D, Chave J, Phillips OL, Lewis SL, Davies SJ, Réjou-Méchain M, Sist P, Scipal K, Perger C, Herault B, Labrière N, Hofhansl F, Affum-Baffoe K, Aleinikov A, Alonso A, Amani C, Araujo-Murakami A, Armston J, Arroyo L, Ascarrunz N, Azevedo C, Baker T, Bałazy R, Bedeau C, Berry N, Bilous AM, Bilous SY, Bissiengou P, Blanc L, Bobkova KS, Braslavskaya T, Brienen R, Burslem DFRP, Condit R, Cuni-Sanchez A, Danilina D, Del Castillo Torres D, Derroire G, Descroix L, Sotta ED, d'Oliveira MVN, Dresel C, Erwin T, Evdokimenko MD, Falck J, Feldpausch TR, Foli EG, Foster R, Fritz S, Garcia-Abril AD, Gornov A, Gornova M, Gothard-Bassébé E, Gourlet-Fleury S, Guedes M, Hamer KC, Susanty FH, Higuchi N, Coronado ENH, Hubau W, Hubbell S, Ilstedt U, Ivanov VV, Kanashiro M, Karlsson A, Karminov VN, Killeen T, Koffi JCK, Konovalova M, Kraxner F, Krejza J, Krisnawati H, Krivobokov LV, Kuznetsov MA, Lakyda I, Lakyda PI, Licona JC, Lucas RM, Lukina N, Lussetti D, Malhi Y, Manzanera JA, Marimon B, Junior BHM, Martinez RV, Martynenko OV, Matsala M, Matyashuk RK, Mazzei L, Memiaghe H, Mendoza C, Mendoza AM, Moroziuk OV, Mukhortova L, Musa S, Nazimova DI, Okuda T, Oliveira LC, Ontikov PV, Osipov AF, Pietsch S, Playfair M, Poulsen J, Radchenko VG, Rodney K, Rozak AH, Ruschel A, Rutishauser E, See L, Shchepashchenko M, Shevchenko N, Shvidenko A, Silveira M, Singh J, Sonké B, Souza C, Stereńczak K, Stonozhenko L, Sullivan MJP, Szatniewska J, Taedoumg H, Ter Steege H, Tikhonova E, Toledo M, Trefilova OV, Valbuena R, Gamarra LV, Vasiliev S, Vedrova EF, Verhovets SV, Vidal E, Vladimirova NA, Vleminckx J, Vos VA, Vozmitel FK, Wanek W, West TAP, Woell H, Woods JT, Wortel V, Yamada T, Nur Hajar ZS, Zo-Bi IC. The Forest Observation System, building a global reference dataset for remote sensing of forest biomass. Sci Data 2019; 6:198. [PMID: 31601817 PMCID: PMC6787017 DOI: 10.1038/s41597-019-0196-1] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 08/19/2019] [Indexed: 11/09/2022] Open
Abstract
Forest biomass is an essential indicator for monitoring the Earth's ecosystems and climate. It is a critical input to greenhouse gas accounting, estimation of carbon losses and forest degradation, assessment of renewable energy potential, and for developing climate change mitigation policies such as REDD+, among others. Wall-to-wall mapping of aboveground biomass (AGB) is now possible with satellite remote sensing (RS). However, RS methods require extant, up-to-date, reliable, representative and comparable in situ data for calibration and validation. Here, we present the Forest Observation System (FOS) initiative, an international cooperation to establish and maintain a global in situ forest biomass database. AGB and canopy height estimates with their associated uncertainties are derived at a 0.25 ha scale from field measurements made in permanent research plots across the world's forests. All plot estimates are geolocated and have a size that allows for direct comparison with many RS measurements. The FOS offers the potential to improve the accuracy of RS-based biomass products while developing new synergies between the RS and ground-based ecosystem research communities.
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Affiliation(s)
- Dmitry Schepaschenko
- Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria.
- Forestry faculty, Bauman Moscow State Technical University, Mytischi, 141005, Russia.
| | - Jérôme Chave
- Laboratoire Evolution et Diversité Biologique CNRS/Université Paul Sabatier, Toulouse, France
| | | | - Simon L Lewis
- School of Geography, University of Leeds, Leeds, LS2 9JT, UK
- University College London, 30 Guilford Street, London, WC1N 1EH, UK
| | - Stuart J Davies
- Forest Global Earth Observatory, Smithsonian Tropical Research Institute, P.O. Box 37012, Washington 20013, USA
| | | | - Plinio Sist
- CIRAD, Forêts et Sociétés, Campus International de Baillarguet, Montpellier, F-34398, France
- Forêts et Sociétés, Univ Montpellier, CIRAD, Montpellier, F-34398, France
| | - Klaus Scipal
- European Space Agency, ESTEC, Noordwijk, The Netherlands
| | - Christoph Perger
- Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
- Spatial Focus GmbH, Vienna, Austria
| | - Bruno Herault
- CIRAD, Forêts et Sociétés, Campus International de Baillarguet, Montpellier, F-34398, France
- Forêts et Sociétés, Univ Montpellier, CIRAD, Montpellier, F-34398, France
- Department Foresterie et Environnement (DFR FOREN), Institut National Polytechnique Félix Houphouët-Boigny, INP-HB, Yamoussoukro, BP 2661, Côte d'Ivoire
| | - Nicolas Labrière
- Laboratoire Evolution et Diversité Biologique CNRS/Université Paul Sabatier, Toulouse, France
| | - Florian Hofhansl
- Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
| | - Kofi Affum-Baffoe
- Mensuration Unit, Forestry Commission of Ghana, 4 Third Avenue Ridge, Kumasi, POB M434, Ghana
| | - Alexei Aleinikov
- Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
| | - Alfonso Alonso
- Smithsonian Conservation Biology Institute, 1100 Jefferson Dr SW, Suite 3123, Washington, DC, 20560-0705, USA
| | - Christian Amani
- Centre for International Forestry Research, CIFOR, Jalan CIFOR, Situ Gede, Bogor, 16115, Indonesia
| | | | - John Armston
- Department of Geographical Sciences, University of Maryland, 2181 Lefrak Hall, College Park, MD, 20742, USA
- Joint Remote Sensing Research Program, School of Earth and Environmental Sciences, University of Queensland, Chamberlain Building (35), Campbell Road, St Lucia Campus, Brisbane, 4072, Australia
| | - Luzmila Arroyo
- Museo de Historia Natural Noel Kempff Mercado, Universidad Autónoma Gabriel Rene Moreno Av. Irala 565 - casilla, 2489, Santa Cruz, Bolivia
| | - Nataly Ascarrunz
- IBIF, Instituto Boliviano de Investigacion Forestal, Av. 6 de agosto # 28, Km 14 doble via La Guardia, Santa Cruz, Casilla, 6204, Bolivia
| | - Celso Azevedo
- Embrapa, Rodovia AM 10, km 29, Manaus, AM, 69010-970, Brazil
| | - Timothy Baker
- School of Geography, University of Leeds, Leeds, LS2 9JT, UK
| | - Radomir Bałazy
- Forest Research Institute, Department of Geomatics, Braci Leśnej 3, Sękocin Stary, Raszyn, 05-090, Poland
| | - Caroline Bedeau
- ONF, ONF-Réserve de Montabo Cayenne Cedex, Cayenne, BP 7002; 97307, French Guiana
| | - Nicholas Berry
- The Landscapes and Livelihoods Group, 20 Chambers St, Edinburgh, EH1 1JZ, UK
| | - Andrii M Bilous
- National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
| | - Svitlana Yu Bilous
- National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
| | | | - Lilian Blanc
- CIRAD, Forêts et Sociétés, Campus International de Baillarguet, Montpellier, F-34398, France
- Forêts et Sociétés, Univ Montpellier, CIRAD, Montpellier, F-34398, France
| | - Kapitolina S Bobkova
- Institute of Biology, Komi Scientific Center, Ural Branch of Russian Academy of Sciences, Kommunisticheskaya 28, Syktyvkar, 167982, Russia
| | - Tatyana Braslavskaya
- Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
| | - Roel Brienen
- School of Geography, University of Leeds, Leeds, LS2 9JT, UK
| | - David F R P Burslem
- School of Biological Sciences, University of Aberdeen, Cruickshank Building, St Machar Drive, Aberdeen, AB24 3UU, UK
| | - Richard Condit
- Morton Arboretum, 4100 Illinois Rte. 53, Lisle, 60532, IL, USA
| | - Aida Cuni-Sanchez
- Department of Environment and Geography, University of York, Heslington, York, YO10 5NG, UK
| | - Dilshad Danilina
- V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
| | - Dennis Del Castillo Torres
- Instituto de Investigaciones de la Amazonía Peruana, Av. Abelardo Quiñones km 2.5, Iquitos, Apartado Postal 784, Peru
| | - Géraldine Derroire
- CIRAD, UMR EcoFoG, Campus Agronomique - BP 701, Kourou, 97387, France, French Guiana
| | - Laurent Descroix
- ONF, ONF-Réserve de Montabo Cayenne Cedex, Cayenne, BP 7002; 97307, French Guiana
| | - Eleneide Doff Sotta
- Embrapa, Rodovia Juscelino Kubitscheck, Km 5, no 2.600, Macapa, Caixa Postal 10, CEP: 68903-419, Brazil
| | | | - Christopher Dresel
- Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
- Spatial Focus GmbH, Vienna, Austria
| | - Terry Erwin
- SI Entomology, Smithsonian Institution, PO Box 37012, MRC 187, Washington, DC, DC 20013-7012, USA
| | - Mikhail D Evdokimenko
- V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
| | - Jan Falck
- Department Forest Ecology and Management, The Swedish University of Agricultural Sciences, SLU, Umeå, SE-901 83, Sweden
| | - Ted R Feldpausch
- Geography, College of Life and Environmental Sciences, University of Exeter,Laver Building, North Park Road, Exeter, EX4 4QE, UK
| | - Ernest G Foli
- Forestry Research Institute of Ghana, UP Box 63, KNUST, Kumasi, Ghana
| | - Robin Foster
- The Field Musium, 1400S Lake Shore Dr, Chicago, IL, 60605, USA
| | - Steffen Fritz
- Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
| | | | - Aleksey Gornov
- Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
| | - Maria Gornova
- Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
| | - Ernest Gothard-Bassébé
- Institut Centrafricain de Recherche Agronomique, ICRA, BP 122, Bangui, Central African Republic
| | - Sylvie Gourlet-Fleury
- CIRAD, Forêts et Sociétés, Campus International de Baillarguet, Montpellier, F-34398, France
- Forêts et Sociétés, Univ Montpellier, CIRAD, Montpellier, F-34398, France
| | - Marcelino Guedes
- Embrapa, Rodovia Juscelino Kubitscheck, Km 5, no 2.600, Macapa, Caixa Postal 10, CEP: 68903-419, Brazil
| | - Keith C Hamer
- School of Biology, University of Leeds, Leeds, LS2 9JT, UK
| | - Farida Herry Susanty
- FOERDIA, Forestry and Environment Research Development and Innovation Agency, Jalan Gunung Batu No 5, Bogor, 16610, Indonesia
| | - Niro Higuchi
- Instituto Nacional de Pesquisas da Amazônia - Coordenação de Pesquisas em Silvicultura Tropical, Manaus, 69060-001, Brazil
| | - Eurídice N Honorio Coronado
- Instituto de Investigaciones de la Amazonía Peruana, Av. Abelardo Quiñones km 2.5, Iquitos, Apartado Postal 784, Peru
| | - Wannes Hubau
- School of Geography, University of Leeds, Leeds, LS2 9JT, UK
- U Gent-Woodlab, Laboratory of Wood Technology, Department of Environment, Ghent University, Ghent, 9000, Belgium
| | - Stephen Hubbell
- Department of Ecology and Evolutionary Biology, University of California, 621 Charles E. Young Dr. South, Los Angeles, CA, 90095-1606, USA
| | - Ulrik Ilstedt
- Department Forest Ecology and Management, The Swedish University of Agricultural Sciences, SLU, Umeå, SE-901 83, Sweden
| | - Viktor V Ivanov
- V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
| | - Milton Kanashiro
- Embrapa Amazonia Oriental, Travessa Doutor Enéas Pinheiro, Belém, PA, 66095-903, Brazil
| | - Anders Karlsson
- Department Forest Ecology and Management, The Swedish University of Agricultural Sciences, SLU, Umeå, SE-901 83, Sweden
| | - Viktor N Karminov
- Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
| | - Timothy Killeen
- World Wildlife Fund, Calle Diego de Mendoza 299, Santa Cruz de la Sierra, Bolivia
| | | | - Maria Konovalova
- V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
| | - Florian Kraxner
- Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
| | - Jan Krejza
- Global Change Research Institute CAS, Bělidla 986/4a, Brno, 603 00, Czech Republic
| | - Haruni Krisnawati
- FOERDIA, Forestry and Environment Research Development and Innovation Agency, Jalan Gunung Batu No 5, Bogor, 16610, Indonesia
| | - Leonid V Krivobokov
- V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
| | - Mikhail A Kuznetsov
- Institute of Biology, Komi Scientific Center, Ural Branch of Russian Academy of Sciences, Kommunisticheskaya 28, Syktyvkar, 167982, Russia
| | - Ivan Lakyda
- National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
| | - Petro I Lakyda
- National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
| | - Juan Carlos Licona
- IBIF, Instituto Boliviano de Investigacion Forestal, Av. 6 de agosto # 28, Km 14 doble via La Guardia, Santa Cruz, Casilla, 6204, Bolivia
| | - Richard M Lucas
- Department of Geography and Earth Sciences, Aberystwyth University, Aberystwyth, SY23 3DB, UK
| | - Natalia Lukina
- Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
| | - Daniel Lussetti
- Department Forest Ecology and Management, The Swedish University of Agricultural Sciences, SLU, Umeå, SE-901 83, Sweden
| | - Yadvinder Malhi
- School of Geography and the Environment, University of Oxford, Oxford, OX1 3QY, UK
| | | | - Beatriz Marimon
- Laboratório de Ecologia Vegetal, Universidade do Estado de Mato Grosso, UNEMAT, Campus de Nova Xavantina, Nova Xavantina, Mato Grosso, 78.690-000, Brazil
| | - Ben Hur Marimon Junior
- Laboratório de Ecologia Vegetal, Universidade do Estado de Mato Grosso, UNEMAT, Campus de Nova Xavantina, Nova Xavantina, Mato Grosso, 78.690-000, Brazil
| | | | - Olga V Martynenko
- Russian Institute of Continuous Education in Forestry, Institutskaya 17, Pushkino, 141200, Russia
| | - Maksym Matsala
- National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
| | - Raisa K Matyashuk
- Institute for Evolutionary Ecology of the National Academy of Sciences of Ukraine, Lebedev 37, Kyiv, 03143, Ukraine
| | - Lucas Mazzei
- Embrapa Amazonia Oriental, Travessa Doutor Enéas Pinheiro, Belém, PA, 66095-903, Brazil
| | - Hervé Memiaghe
- University of Oregon, 1585 E 13th Ave, Eugene, OR, 97403, USA
| | | | - Abel Monteagudo Mendoza
- Jardín Botánico de Missouri; Universidad Nacional de San Antonio Abad del Cusco, Oxapampa, Peru
| | - Olga V Moroziuk
- National University of Life and Environmental Sciences of Ukraine, General Rodimtsev 19, Kyiv, 3041, Ukraine
| | - Liudmila Mukhortova
- V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
| | - Samsudin Musa
- FRIM Forest Reserach Institute of Malaysia, 52109 Kepong, Selangor, Kuala Lumpur, Malaysia
| | - Dina I Nazimova
- V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
| | - Toshinori Okuda
- Hiroshima University, 1-7-1 Kagamiyama, Higashi-Hiroshima, Hiroshima, 739-8521, Japan
| | | | - Petr V Ontikov
- Forestry faculty, Bauman Moscow State Technical University, Mytischi, 141005, Russia
| | - Andrey F Osipov
- Institute of Biology, Komi Scientific Center, Ural Branch of Russian Academy of Sciences, Kommunisticheskaya 28, Syktyvkar, 167982, Russia
| | - Stephan Pietsch
- Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
| | - Maureen Playfair
- Center for Agricultural research in Suriname, CELOS, 1914, Paramaribo, Suriname
| | - John Poulsen
- Nicholas School of the Environment, Duke University, P.O. Box 90328, Durham, NC, 27708, USA
| | - Vladimir G Radchenko
- Institute for Evolutionary Ecology of the National Academy of Sciences of Ukraine, Lebedev 37, Kyiv, 03143, Ukraine
| | - Kenneth Rodney
- IIC, The Iwokrama International Centre for Rain Forest Conservation and Development, 77 High Street, Georgetown, Guyana
| | - Andes H Rozak
- Cibodas Botanic Gardens - Indonesian Institute of Sciences (LIPI), Jl. Kebun Raya Cibodas, Cipanas, Cianjur, 43253, Indonesia
| | - Ademir Ruschel
- Embrapa Amazonia Oriental, Travessa Doutor Enéas Pinheiro, Belém, PA, 66095-903, Brazil
| | - Ervan Rutishauser
- Smithsonian Tropical Research Institute, Balboa, Ancon, Panama 3092, Panama
| | - Linda See
- Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
| | - Maria Shchepashchenko
- Russian Institute of Continuous Education in Forestry, Institutskaya 17, Pushkino, 141200, Russia
| | - Nikolay Shevchenko
- Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
| | - Anatoly Shvidenko
- Ecosystems Services and Management Program, International Institute for Applied Systems Analysis, Laxenburg, A-2361, Austria
- V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
| | - Marcos Silveira
- Museu Universitário, Universidade Federal do Acre, BR 364, Km 04 - Distrito Industrial, Rio Branco, 69915-559, Brazil
| | - James Singh
- Guyana Forestry Commission, 1 Water Street, Kingston Georgetown, Guyana
| | - Bonaventure Sonké
- Plant Systematic and Ecology Laboratory, University of Yaoundé I, P.O. Box 047, Yaounde, Cameroon
| | - Cintia Souza
- Embrapa, Rodovia AM 10, km 29, Manaus, AM, 69010-970, Brazil
| | - Krzysztof Stereńczak
- Forest Research Institute, Department of Geomatics, Braci Leśnej 3, Sękocin Stary, Raszyn, 05-090, Poland
| | - Leonid Stonozhenko
- Russian Institute of Continuous Education in Forestry, Institutskaya 17, Pushkino, 141200, Russia
| | | | - Justyna Szatniewska
- Global Change Research Institute CAS, Bělidla 986/4a, Brno, 603 00, Czech Republic
| | - Hermann Taedoumg
- Plant Systematic and Ecology Laboratory, University of Yaoundé I, P.O. Box 047, Yaounde, Cameroon
- Bioversity international, P.O. Box 2008, Messa, Yaoundé, Cameroun
| | | | - Elena Tikhonova
- Center of Forest Ecology and Productivity of the Russian Academy of Sciences, Profsoyuznaya 84/32/14, Moscow, 117997, Russia
| | - Marisol Toledo
- Museo de Historia Natural Noel Kempff Mercado, Universidad Autónoma Gabriel Rene Moreno Av. Irala 565 - casilla, 2489, Santa Cruz, Bolivia
| | - Olga V Trefilova
- V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
| | - Ruben Valbuena
- School of Natural Sciences, Bangor University, Thoday Building. Deiniol Rd, Bangor, LL57 2UW, United Kingdom
| | - Luis Valenzuela Gamarra
- Jardín Botánico de Missouri; Universidad Nacional de San Antonio Abad del Cusco, Oxapampa, Peru
| | - Sergey Vasiliev
- Forestry faculty, Bauman Moscow State Technical University, Mytischi, 141005, Russia
| | - Estella F Vedrova
- V.N. Sukachev Institute of Forest, Siberian Branch of the Russian Academy of Science, Academgorodok 50(28), Krasnoyarsk, 660036, Russia
| | - Sergey V Verhovets
- Siberian Federal University, Svobodnyy Ave, 79, Krasnoyarsk, 660041, Russia
- Reshetnev Siberian state university of science and technology, pr. Mira 82, Krasnoyarsk, 660049, Russia
| | - Edson Vidal
- Department of Forest Sciences, Luiz de Queiroz College of Agriculture, University of Sao Paolo, PO Box 9, Av. Pádua Dias, 11, Piracicaba, São Paulo, 13418-900, Brazil
| | - Nadezhda A Vladimirova
- State Nature Reserve Denezhkin Kamen, Lenina, 6, Sverdlovsk reg, Severouralsk, 624480, Russia
| | - Jason Vleminckx
- International Center for Tropical Botany, Department of Biological Sciences, Florida International University, 11200 S.W. 8th Street, Miami, 33199, FL, USA
| | | | - Foma K Vozmitel
- Forestry faculty, Bauman Moscow State Technical University, Mytischi, 141005, Russia
| | - Wolfgang Wanek
- Department of Microbiology and Ecosystem Science, Division of Terrestrial Ecosystem research, University of Vienna, Althanstrasse 14, Vienna, A-1090, Austria
| | - Thales A P West
- New Zealand Forest Research Institute (Scion) Te Papa Tipu Innovation Park, 49 Sala Street, Rotorua, 3046, New Zealand
| | - Hannsjorg Woell
- Unaffiliated (retired), Sommersbergseestrasse 291, Bad Aussee, 8990, Austria
| | - John T Woods
- W.R.T College of Agriculture and Forestry, University of Liberia, Capitol Hill, Monrovia, 9020, Liberia
| | - Verginia Wortel
- Center for Agricultural research in Suriname, CELOS, 1914, Paramaribo, Suriname
| | - Toshihiro Yamada
- Hiroshima University, 1-7-1 Kagamiyama, Higashi-Hiroshima, Hiroshima, 739-8521, Japan
| | - Zamah Shari Nur Hajar
- FRIM Forest Research Institute of Malaysia, 52109 Kepong, Selangor, Kuala Lumpur, Malaysia
| | - Irié Casimir Zo-Bi
- Department Foresterie et Environnement (DFR FOREN), Institut National Polytechnique Félix Houphouët-Boigny, INP-HB, Yamoussoukro, BP 2661, Côte d'Ivoire
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