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Mikryukov V, Dulya O, Zizka A, Bahram M, Hagh-Doust N, Anslan S, Prylutskyi O, Delgado-Baquerizo M, Maestre FT, Nilsson H, Pärn J, Öpik M, Moora M, Zobel M, Espenberg M, Mander Ü, Khalid AN, Corrales A, Agan A, Vasco-Palacios AM, Saitta A, Rinaldi A, Verbeken A, Sulistyo B, Tamgnoue B, Furneaux B, Duarte Ritter C, Nyamukondiwa C, Sharp C, Marín C, Gohar D, Klavina D, Sharmah D, Dai DQ, Nouhra E, Biersma EM, Rähn E, Cameron E, De Crop E, Otsing E, Davydov E, Albornoz F, Brearley F, Buegger F, Zahn G, Bonito G, Hiiesalu I, Barrio I, Heilmann-Clausen J, Ankuda J, Doležal J, Kupagme J, Maciá-Vicente J, Djeugap Fovo J, Geml J, Alatalo J, Alvarez-Manjarrez J, Põldmaa K, Runnel K, Adamson K, Bråthen KA, Pritsch K, Tchan Issifou K, Armolaitis K, Hyde K, Newsham KK, Panksep K, Lateef AA, Hansson L, Lamit L, Saba M, Tuomi M, Gryzenhout M, Bauters M, Piepenbring M, Wijayawardene NN, Yorou N, Kurina O, Mortimer P, Meidl P, Kohout P, Puusepp R, Drenkhan R, Garibay-Orijel R, Godoy R, Alkahtani S, Rahimlou S, Dudov S, Põlme S, Ghosh S, Mundra S, Ahmed T, Netherway T, Henkel T, Roslin T, Nteziryayo V, Fedosov V, Onipchenko V, Yasanthika WAE, Lim Y, Van Nuland M, Soudzilovskaia N, Antonelli A, Kõljalg U, Abarenkov K, Tedersoo L. Connecting the multiple dimensions of global soil fungal diversity. SCIENCE ADVANCES 2023; 9:eadj8016. [PMID: 38019923 PMCID: PMC10686567 DOI: 10.1126/sciadv.adj8016] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 10/30/2023] [Indexed: 12/01/2023]
Abstract
How the multiple facets of soil fungal diversity vary worldwide remains virtually unknown, hindering the management of this essential species-rich group. By sequencing high-resolution DNA markers in over 4000 topsoil samples from natural and human-altered ecosystems across all continents, we illustrate the distributions and drivers of different levels of taxonomic and phylogenetic diversity of fungi and their ecological groups. We show the impact of precipitation and temperature interactions on local fungal species richness (alpha diversity) across different climates. Our findings reveal how temperature drives fungal compositional turnover (beta diversity) and phylogenetic diversity, linking them with regional species richness (gamma diversity). We integrate fungi into the principles of global biodiversity distribution and present detailed maps for biodiversity conservation and modeling of global ecological processes.
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Affiliation(s)
- Vladimir Mikryukov
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | - Olesya Dulya
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | - Alexander Zizka
- Department of Biology, Philipps-University, Marburg 35032, Germany
| | - Mohammad Bahram
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala 75007, Sweden
| | - Niloufar Hagh-Doust
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | - Sten Anslan
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | - Oleh Prylutskyi
- Department of Mycology and Plant Resistance, School of Biology, V.N. Karazin Kharkiv National University, Kharkiv 61022, Ukraine
| | - Manuel Delgado-Baquerizo
- Laboratorio de Biodiversidad y Funcionamiento Ecosistemico, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), Consejo Superior de Investigaciones Científicas, Sevilla 41012, Spain
| | - Fernando T. Maestre
- Instituto Multidisciplinar para el Estudio del Medio ‘Ramón Margalef’ and Departamento de Ecología, Universidad de Alicante, Alicante 03690, Spain
| | - Henrik Nilsson
- Gothenburg Global Biodiversity Centre, University of Gothenburg, Gothenburg 40530, Sweden
| | - Jaan Pärn
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | - Maarja Öpik
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | - Mari Moora
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | - Martin Zobel
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | - Mikk Espenberg
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | - Ülo Mander
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | | | - Adriana Corrales
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Universidad del Rosario, Bogotá 111221, Colombia
| | - Ahto Agan
- Institute of Forestry and Engineering, Estonian University of Life Sciences, Tartu 51006, Estonia
| | - Aída-M. Vasco-Palacios
- Grupo de BioMicro y Microbiología Ambiental, Escuela de Microbiologia, Universidad de Antioquia UdeA, Medellin 050010, Colombia
| | - Alessandro Saitta
- Department of Agricultural, Food and Forest Sciences, University of Palermo, Palermo 90128, Italy
| | - Andrea Rinaldi
- Department of Biomedical Sciences, University of Cagliari, Cagliari 09124, Italy
| | | | - Bobby Sulistyo
- Department Biology, Ghent University, Ghent 9000, Belgium
| | - Boris Tamgnoue
- Department of Crop Science, University of Dschang, Dschang, Cameroon
| | - Brendan Furneaux
- Department of Biological and Environmental Science, University of Jyväskylä, Jyväskylä 40014, Finland
| | | | - Casper Nyamukondiwa
- Department of Biological Sciences and Biotechnology, Botswana International University of Science and Technology, Palapye 10071, Botswana
| | - Cathy Sharp
- Natural History Museum of Zimbabwe, Bulawayo, Zimbabwe
| | - César Marín
- Centro de Investigación e Innovación para el Cambio Climático (CiiCC), Universidad SantoTomás, Valdivia, Chile
| | - Daniyal Gohar
- Center of Mycology and Microbiology, University of Tartu, Tartu 50409, Estonia
| | - Darta Klavina
- Latvian State Forest Research Institute Silava, Salaspils 2169, Latvia
| | - Dipon Sharmah
- Department of Botany, Jawaharlal Nehru Rajkeeya Mahavidyalaya, Pondicherry University, Port Blair 744101, India
| | - Dong-Qin Dai
- College of Biological Resource and Food Engineering, Qujing Normal University, Qujing, Yunnan 655011, China
| | - Eduardo Nouhra
- Instituto Multidisciplinario de Biología Vegetal (CONICET), Universidad Nacional de Córdoba, Cordoba 5000, Argentina
| | - Elisabeth Machteld Biersma
- Natural History Museum of Denmark, Copenhagen 1123, Denmark
- British Antarctic Survey, NERC, High Cross, Cambridge CB3 0ET, UK
| | - Elisabeth Rähn
- Institute of Forestry and Engineering, Estonian University of Life Sciences, Tartu 51006, Estonia
| | - Erin Cameron
- Department of Environmental Science, Saint Mary's University, Halifax B3H 3C3, Canada
| | - Eske De Crop
- Department Biology, Ghent University, Ghent 9000, Belgium
| | - Eveli Otsing
- Center of Mycology and Microbiology, University of Tartu, Tartu 50409, Estonia
| | | | - Felipe Albornoz
- Land and Water, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Wembley 6014, Australia
| | - Francis Brearley
- Department of Natural Sciences, Manchester Metropolitan University, Manchester M1 5GD, UK
| | - Franz Buegger
- Helmholtz Zentrum München, Neuherberg 85764, Germany
| | - Geoffrey Zahn
- Biology Department, Utah Valley University, Orem, UT 84058, USA
| | - Gregory Bonito
- Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI 48824-6254, USA
| | - Inga Hiiesalu
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | - Isabel Barrio
- Faculty of Natural and Environmental Sciences, Agricultural University of Iceland, Reykjavík 112, Iceland
| | - Jacob Heilmann-Clausen
- Center for Macroecology, Evolution and Climate, University of Copenhagen, Copenhagen 1350, Denmark
| | - Jelena Ankuda
- Vokė branch, Institute of Agriculture, Lithuanian Research Centre for Agriculture and Forestry (LAMMC), Vilnius LT-02232, Lithuania
| | - Jiri Doležal
- Department of Botany, Faculty of Science, University of South Bohemia, České Budějovice 37005, Czech Republic
| | - John Kupagme
- Center of Mycology and Microbiology, University of Tartu, Tartu 50409, Estonia
| | - Jose Maciá-Vicente
- Department of Environmental Sciences, Plant Ecology and Nature Conservation, Wageningen University and Research, Wageningen 6708, Netherlands
| | | | - József Geml
- ELKH-EKKE Lendület Environmental Microbiome Research Group, Eszterházy Károly Catholic University, Eger 3300, Hungary
| | - Juha Alatalo
- Environmental Science Center, Qatar University, Doha, Qatar
| | | | - Kadri Põldmaa
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
- Natural History Museum, University of Tartu, Tartu 51003, Estonia
| | - Kadri Runnel
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
| | - Kalev Adamson
- Institute of Forestry and Engineering, Estonian University of Life Sciences, Tartu 51006, Estonia
| | - Kari-Anne Bråthen
- Department of Arctic and Marine Biology, The Arctic University of Norway, Tromsø 9019, Norway
| | - Karin Pritsch
- Helmholtz Zentrum München, Neuherberg 85764, Germany
| | - Kassim Tchan Issifou
- Research Unit Tropical Mycology and Plants-Soil Fungi Interactions, University of Parakou, Parakou 00229, Benin
| | - Kęstutis Armolaitis
- Department of Silviculture and Ecology, Institute of Forestry, Lithuanian Research Centre for Agriculture and Forestry (LAMMC), Girionys 53101, Lithuania
| | - Kevin Hyde
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai 57100, Thailand
| | - Kevin K. Newsham
- British Antarctic Survey, NERC, High Cross, Cambridge CB3 0ET, UK
| | - Kristel Panksep
- Chair of Hydrobiology and Fishery, Estonian University of Life Sciences, Tartu 51006, Estonia
| | - Adebola Azeez Lateef
- Department of Plant Biology, Faculty of Life Science, University of Ilorin, Ilorin 240102, Nigeria
- Department of Forest Sciences, University of Helsinki, Helsinki 00014, Finland
| | - Linda Hansson
- Gothenburg Centre for Sustainable Development, Gothenburg 41133, Sweden
| | - Louis Lamit
- Department of Biology, Syracuse University, Syracuse 13244, USA
| | - Malka Saba
- Department of Plant Sciences, Quaid-i-Azam University, Islamabad 45320, Pakistan
| | - Maria Tuomi
- Department of Arctic and Marine Biology, The Arctic University of Norway, Tromsø 9019, Norway
| | - Marieka Gryzenhout
- Department of Genetics, Faculty of Natural and Agricultural Sciences, University of the Free State, Bloemfontein 9300, South Africa
| | - Marijn Bauters
- Department of Environment, Faculty of Bioscience Engineering, Ghent University, Ghent 9000, Belgium
| | - Meike Piepenbring
- Mycology Working Group, Goethe University Frankfurt am Main, Frankfurt am Main 60438, Germany
| | - Nalin N. Wijayawardene
- College of Biological Resource and Food Engineering, Qujing Normal University, Qujing, China
| | - Nourou Yorou
- Research Unit Tropical Mycology and Plants-Soil Fungi Interactions, University of Parakou, Parakou 00229, Benin
| | - Olavi Kurina
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Tartu 51006, Estonia
| | - Peter Mortimer
- Center For Mountain Futures, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
| | - Peter Meidl
- Freie Universität Berlin, Institut für Biologie, Berlin 14195, Germany
| | - Petr Kohout
- Institute of Microbiology, Czech Academy of Sciences, Prague, Czech Republic
| | - Rasmus Puusepp
- Center of Mycology and Microbiology, University of Tartu, Tartu 50409, Estonia
| | - Rein Drenkhan
- Institute of Forestry and Engineering, Estonian University of Life Sciences, Tartu 51006, Estonia
| | - Roberto Garibay-Orijel
- Instituto de Biología, Universidad Nacional Autónoma de México, Ciudad de México 04510, Mexico
| | - Roberto Godoy
- Instituto Ciencias Ambientales y Evolutivas, Universidad Austral de Chile, Valdivia, Chile
| | - Saad Alkahtani
- Department of Zoology, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - Saleh Rahimlou
- Center of Mycology and Microbiology, University of Tartu, Tartu 50409, Estonia
| | - Sergey Dudov
- Department of Ecology and Plant Geography, Moscow Lomonosov State University, Moscow 119234, Russia
| | - Sergei Põlme
- Center of Mycology and Microbiology, University of Tartu, Tartu 50409, Estonia
- Natural History Museum, University of Tartu, Tartu 51003, Estonia
| | - Soumya Ghosh
- Department of Genetics, Faculty of Natural and Agricultural Sciences, University of the Free State, Bloemfontein 9300, South Africa
| | - Sunil Mundra
- Department of Biology, College of Science, United Arab Emirates University (UAEU), Al Ain, UAE
| | - Talaat Ahmed
- Environmental Science Center, Qatar University, Doha, Qatar
| | - Tarquin Netherway
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala 75007, Sweden
| | - Terry Henkel
- Department of Biological Sciences, California State Polytechnic University, Arcata, CA 95521, USA
| | - Tomas Roslin
- Department of Ecology, Swedish University of Agricultural Sciences, Uppsala 75007, Sweden
| | - Vincent Nteziryayo
- Department of Food Science and Technology, University of Burundi, Bujumbura Burundi
| | - Vladimir Fedosov
- Department of Ecology and Plant Geography, Moscow Lomonosov State University, Moscow 119234, Russia
| | - Vladimir Onipchenko
- Department of Ecology and Plant Geography, Moscow Lomonosov State University, Moscow 119234, Russia
| | | | - Young Lim
- School of Biological Sciences and Institute of Microbiology, Seoul National University, Seoul 08826, Korea
| | - Michael Van Nuland
- Society for the Protection of Underground Networks (SPUN), Dover, DE 19901, USA
| | | | | | - Urmas Kõljalg
- Institute of Ecology and Earth Sciences, University of Tartu, Tartu 50409, Estonia
- Natural History Museum, University of Tartu, Tartu 51003, Estonia
| | - Kessy Abarenkov
- Natural History Museum, University of Tartu, Tartu 51003, Estonia
| | - Leho Tedersoo
- Center of Mycology and Microbiology, University of Tartu, Tartu 50409, Estonia
- Department of Zoology, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
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Yang Y, Zhong Z, Jing L, Li Q, Wang H, Wang W. Plant community phylogeny responses to protections and its main drivers in boreal forests, China: General pattern and implications. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 864:161151. [PMID: 36572317 DOI: 10.1016/j.scitotenv.2022.161151] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 12/04/2022] [Accepted: 12/19/2022] [Indexed: 06/17/2023]
Abstract
Patterns of the phylogenetic structure have been broadly applied to predict community assembly processes. However, the distribution pattern of evolutionary diversity and its drivers under nature conservation are still poorly understood in boreal forests. Here, we investigated 1738 sampling plots and subplots from distinct protection intensities (PIs) zones in five representative National Nature Reserves (NNRs). Multiple comparisons, redundancy analysis, and linear mixed model were performed to identify the changes in community phylogeny across different PIs and NNRs and the drivers for these variations. Our results showed considerable plant community phylogeny variations in different NNRs. As indicated by SesMPD (standardized mean pairwise distance) and SesMNTD (standardized the mean nearest taxon distance), trees, shrubs, and herbs presented overdispersed, clustered, and random distribution patterns, respectively, in different PIs. Protection resulted in the phylogenetic structure between the nearest species of trees showing a more overdispersed pattern (p < 0.05). Protection decreased the phylogenetically clustered degree between the nearest species of shrubs (p > 0.05), while the herbs still maintained a random pattern. Community traits explained the most to phylogeny variation of different communities (24 %-71 %, p < 0.01), followed by geoclimatic factors (2 %-24 %) and conservation processes (1 %-21 %). The higher mean annual precipitation and under branch height at the lower latitude area accompanied the higher SesMPD and SesMNTD. The higher PIs attended with higher tree SesMPD, and the longer protection time resulted in higher shrub PSR (phylogenetic species richness) and PSV (phylogenetic species variability). Including the location of NNRs, community traits, and years of protection, rather than only emphasizing PI itself, could optimize community phylogenetic structure and preserve the evolutionary potential of biodiversity.
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Affiliation(s)
- Yanbo Yang
- Key Laboratory of Forest Plant Ecology, Heilongjiang Provincial Key Laboratory of Ecological Utilization of Forestry-based Active Substances, College of Chemistry, Chemistry Engineering and Resource Utilization, Northeast Forestry University, Harbin 150040, China
| | - Zhaoliang Zhong
- College of Resources & Environment, Jiujiang University, Jiujiang 332005, China
| | - Lixin Jing
- Key Laboratory of Forest Plant Ecology, Heilongjiang Provincial Key Laboratory of Ecological Utilization of Forestry-based Active Substances, College of Chemistry, Chemistry Engineering and Resource Utilization, Northeast Forestry University, Harbin 150040, China
| | - Qi Li
- Key Laboratory of Forest Plant Ecology, Heilongjiang Provincial Key Laboratory of Ecological Utilization of Forestry-based Active Substances, College of Chemistry, Chemistry Engineering and Resource Utilization, Northeast Forestry University, Harbin 150040, China
| | - Huimei Wang
- Key Laboratory of Forest Plant Ecology, Heilongjiang Provincial Key Laboratory of Ecological Utilization of Forestry-based Active Substances, College of Chemistry, Chemistry Engineering and Resource Utilization, Northeast Forestry University, Harbin 150040, China.
| | - Wenjie Wang
- Key Laboratory of Forest Plant Ecology, Heilongjiang Provincial Key Laboratory of Ecological Utilization of Forestry-based Active Substances, College of Chemistry, Chemistry Engineering and Resource Utilization, Northeast Forestry University, Harbin 150040, China; Urban Forests and Wetland Group, Northeast Institute of Geography and Agroecology, Changchun 130102, China; State Key Laboratory of Subtropical Silviculture, College of Forestry and Biotechnology, Zhejiang A&F University, Hangzhou, 311300, China.
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Ben Saadi C, Cayuela L, Bañares de Dios G, de Aledo JG, Matas-Granados L, Salinas N, La Torre Cuadros MDLÁ, Macía MJ. Latitudinal patterns and environmental drivers of taxonomic, functional, and phylogenetic diversity of woody plants in western Amazonian terra firme forests. FRONTIERS IN PLANT SCIENCE 2022; 13:978299. [PMID: 36275574 PMCID: PMC9585299 DOI: 10.3389/fpls.2022.978299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Accepted: 09/15/2022] [Indexed: 06/16/2023]
Abstract
Elucidating how environmental factors drive plant species distributions and how they affect latitudinal diversity gradients, remain essential questions in ecology and biogeography. In this study we aimed: 1) to investigate the relationships between all three diversity attributes, i.e., taxonomic diversity (TD), functional diversity (FD), and phylogenetic diversity (PD); 2) to quantify the latitudinal variation in these diversity attributes in western Amazonian terra firme forests; and 3) to understand how climatic and edaphic drivers contribute to explaining diversity patterns. We inventoried ca. 15,000 individuals from ca. 1,250 species, and obtained functional trait records for ca. 5,000 woody plant individuals in 50 plots of 0.1 ha located in five terra firme forest sites spread over a latitudinal gradient of 1200 km covering ca. 10°C in latitude in western Amazonia. We calculated all three diversity attributes using Hill numbers: q = 0 (richness), q = 1 (richness weighted by relative abundance), and q = 2 (richness weighted by dominance). Generalized linear mixed models were constructed for each diversity attribute to test the effects of different uncorrelated environmental predictors comprising the temperature seasonality, annual precipitation, soil pH and soil bulk density, as well as accounting for the effect of spatial autocorrelation, i.e., plots aggregated within sites. We confirmed that TD (q = 0, q = 1, and q = 2), FD (q = 0, q = 1, and q = 2), and PD (q = 0) increased monotonically towards the Equator following the latitudinal diversity gradient. The importance of rare species could explain the lack of a pattern for PD (q = 1 and q = 2). Temperature seasonality, which was highly correlated with latitude, and annual precipitation were the main environmental drivers of variations in TD, FD, and PD. All three diversity attributes increased with lower temperature seasonality, higher annual precipitation, and lower soil pH. We confirmed the existence of latitudinal diversity gradients for TD, FD, and PD in hyperdiverse Amazonian terra firme forests. Our results agree well with the predictions of the environmental filtering principle and the favourability hypothesis, even acting in a 10°C latitudinal range within tropical climates.
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Affiliation(s)
- Celina Ben Saadi
- Departamento de Biología, Área de Botánica, Universidad Autónoma de Madrid, Madrid, Spain
| | - Luis Cayuela
- Departmento de Biología y Geología, Física y Química Inorgánica, Universidad Rey Juan Carlos, Móstoles, Spain
| | - Guillermo Bañares de Dios
- Departmento de Biología y Geología, Física y Química Inorgánica, Universidad Rey Juan Carlos, Móstoles, Spain
| | - Julia G. de Aledo
- Departamento de Biología, Área de Botánica, Universidad Autónoma de Madrid, Madrid, Spain
- Centro de Investigación en Biodiversidad y Cambio Global (CIBC-UAM), Universidad Autónoma de Madrid, Madrid, Spain
| | - Laura Matas-Granados
- Departamento de Biología, Área de Botánica, Universidad Autónoma de Madrid, Madrid, Spain
- Centro de Investigación en Biodiversidad y Cambio Global (CIBC-UAM), Universidad Autónoma de Madrid, Madrid, Spain
| | - Norma Salinas
- Sección Quíımica, Pontificia Universidad Católica del Perú, Lima, Peru
- School of Geography and Environment, University of Oxford, Oxfordshire, United Kingdom
| | - María de los Ángeles La Torre Cuadros
- Departamento de Ciencias Agrarias, Universidad Científica del Sur, Villa el Salvador, Peru
- Departamento de Manejo Forestal, Universidad Nacional Agraria La Molina, Lima, Peru
| | - Manuel J. Macía
- Departamento de Biología, Área de Botánica, Universidad Autónoma de Madrid, Madrid, Spain
- Centro de Investigación en Biodiversidad y Cambio Global (CIBC-UAM), Universidad Autónoma de Madrid, Madrid, Spain
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