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Nenzén HK, Moor H, O'Hara RB, Jönsson M, Nordén J, Ottosson E, Snäll T. Combining observational and experimental data to estimate environmental and species drivers of fungal metacommunity dynamics. Ecology 2025; 106:e70014. [PMID: 39918170 PMCID: PMC11804162 DOI: 10.1002/ecy.70014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 11/08/2024] [Accepted: 11/26/2024] [Indexed: 02/11/2025]
Abstract
Understanding the distribution and dynamics of species is central to ecology and important for managing biodiversity. The distributions of species in metacommunities are determined by many factors, including environmental conditions and interactions between species. Yet, it is difficult to quantify the effect of species interactions on metacommunity dynamics from observational data. We present an approach to estimate the importance of species interactions that combines data from two observational presence-absence inventories (providing colonization-extinction data) with data from species interaction experiments (providing informative prior distributions in the Bayesian framework). We further illustrate the approach on wood-decay fungi that interact within a downed log through competition for resources and space, and facilitate the succession of other species by decomposing the wood. Specifically, we estimated the relative importance of species interactions by examining how the presence of a species influenced the colonization and extinction probability of other species. Temporal data on fruit body occurrence of 12 species inventoried twice were jointly analyzed with experimental data from two laboratory experiments that aimed to estimate competitive interactions. Both environmental variables and species interactions affected colonization and extinction dynamics. Late-successional fungi had more colonization interactions with predecessor species than early-successional species. We identified several species interactions, and the presence of certain species changed the probability that later-successional species colonized by -81% to 512%. The presence of certain species increased the probability that other species went extinct from a log by 14%-61%. Including the informative priors from experimental data added two colonization interactions and one extinction interaction for which the observational field data was inconclusive. However, most species had no detectable interactions, either because they did not interact or because of low species occupancy, meaning data limitation. We show how temporal presence-absence data can be combined with experimental data to identify which species influence the colonization-extinction dynamics of others. Accounting for species interactions in metacommunity models, in addition to environmental drivers, is important because interactions can have cascading effects on other species.
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Affiliation(s)
- Hedvig Kristina Nenzén
- SLU Swedish Species Information CentreSwedish University of Agricultural SciencesUppsalaSweden
| | - Helen Moor
- Swiss Federal Institute for ForestSnow and Landscape Research WSLBirmensdorfSwitzerland
| | - Robert B. O'Hara
- Department of Mathematical Sciences, Centre for Biodiversity DynamicsNorwegian University of Science and TechnologyTrondheimNorway
| | - Mari Jönsson
- SLU Swedish Species Information CentreSwedish University of Agricultural SciencesUppsalaSweden
| | - Jenni Nordén
- Norwegian Institute for Nature Research (NINA)OsloNorway
| | - Elisabet Ottosson
- SLU Swedish Species Information CentreSwedish University of Agricultural SciencesUppsalaSweden
| | - Tord Snäll
- SLU Swedish Species Information CentreSwedish University of Agricultural SciencesUppsalaSweden
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Abrego N, Saine S, Penttilä R, Furneaux B, Hytönen T, Miettinen O, Monkhouse N, Mäkipää R, Pennanen J, Zakharov EV, Ovaskainen O. The role of stochasticity in fungal community assembly: explaining apparent stochasticity with field experiments. Proc Biol Sci 2025; 292:20242416. [PMID: 39904390 DOI: 10.1098/rspb.2024.2416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Revised: 12/19/2024] [Accepted: 01/07/2025] [Indexed: 02/06/2025] Open
Abstract
Stochasticity is a main process in community assembly. However, experimental studies rarely target stochasticity in natural communities, and hence experimental validation of stochasticity estimates in observational studies is lacking. Here, we combine experimental and observational data to unravel the role of stochasticity in the assembly of wood-inhabiting fungi. We carried out a replicated field experiment where the natural colonization of a focal fungal species was simulated through inoculation, and the local fungal communities were monitored through DNA metabarcoding before and after the inoculations. The amount of stochasticity in fungal colonization was less pronounced than expected from the amount of unpredictability in observational data, suggesting that stochasticity may play a smaller role in fungal occurrence than previously anticipated, or that it may be a stronger influence in the dispersal and establishment phases than in colonization per se. Stochasticity was more prominent in the initial phase of community succession, with the earliest successional stage involving a higher level of stochasticity than the later stage after 2 years. We conclude that experimentally measuring the role of stochasticity in community assembly is feasible for species-rich communities under natural conditions and highlight the importance of experimentally testing the accuracy of stochasticity estimates based on observational data.
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Affiliation(s)
- Nerea Abrego
- Department of Biological and Environmental Science, University of Jyväskylä, PO Box 35, Jyväskylä FI-40014, Finland
- Department of Agricultural Sciences, University of Helsinki, PO Box 27, Helsinki FI-00014, Finland
| | - Sonja Saine
- Department of Agricultural Sciences, University of Helsinki, PO Box 27, Helsinki FI-00014, Finland
| | - Reijo Penttilä
- Natural Resources Institute Finland (LUKE), Helsinki 00790, Finland
| | - Brendan Furneaux
- Department of Biological and Environmental Science, University of Jyväskylä, PO Box 35, Jyväskylä FI-40014, Finland
| | - Tuija Hytönen
- Natural Resources Institute Finland (LUKE), Helsinki 00790, Finland
| | - Otto Miettinen
- Finnish Museum of Natural History, University of Helsinki, PO Box 7, Helsinki FI-00014, Finland
| | - Norman Monkhouse
- The Canadian Centre for DNA Barcoding, Centre for Biodiversity Genomics, University of Guelph, Guelph, Ontario, Canada, N1G 2W1
| | - Raisa Mäkipää
- Natural Resources Institute Finland (LUKE), Helsinki 00790, Finland
| | - Jorma Pennanen
- Natural Resources Institute Finland (LUKE), Helsinki 00790, Finland
| | - Evgeny V Zakharov
- The Canadian Centre for DNA Barcoding, Centre for Biodiversity Genomics, University of Guelph, Guelph, Ontario, Canada, N1G 2W1
- Department of Integrative Biology, College of Biological Sciences, University of Guelph, Guelph, Ontario, Canada, N1G 2W1
| | - Otso Ovaskainen
- Department of Biological and Environmental Science, University of Jyväskylä, PO Box 35, Jyväskylä FI-40014, Finland
- Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, PO Box 65, Helsinki FI-00014, Finland
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Yang S, Limpens J, Sterck FJ, Sass‐Klaassen U, Cornelissen JHC, Hefting M, van Logtestijn RSP, Goudzwaard L, Dam N, Dam M, Veerkamp MT, van den Berg B, Brouwer E, Chang C, Poorter L. Dead wood diversity promotes fungal diversity. OIKOS 2021. [DOI: 10.1111/oik.08388] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Shanshan Yang
- Forest Ecology and Forest Management Group, Wageningen Univ. and Research Wageningen the Netherlands
| | - Juul Limpens
- Plant Ecology and Nature Conservation Group, Wageningen Univ. and Research Wageningen the Netherlands
| | - Frank J. Sterck
- Forest Ecology and Forest Management Group, Wageningen Univ. and Research Wageningen the Netherlands
| | - Ute Sass‐Klaassen
- Forest Ecology and Forest Management Group, Wageningen Univ. and Research Wageningen the Netherlands
| | | | - Mariet Hefting
- Landscape Ecology, Inst. of Environmental Biology, Utrecht Univ. Utrecht the Netherlands
| | | | - Leo Goudzwaard
- Forest Ecology and Forest Management Group, Wageningen Univ. and Research Wageningen the Netherlands
| | | | | | | | | | - Emiel Brouwer
- B‐WARE Research Centre, Radboud Univ. Nijmegen the Netherlands
| | - Chenghui Chang
- Systems Ecology, Dept of Ecological Science, VU Univ. (Vrije Univ.) Amsterdam Amsterdam the Netherlands
| | - Lourens Poorter
- Forest Ecology and Forest Management Group, Wageningen Univ. and Research Wageningen the Netherlands
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Abrego N. Wood-inhabiting fungal communities: Opportunities for integration of empirical and theoretical community ecology. FUNGAL ECOL 2021. [DOI: 10.1016/j.funeco.2021.101112] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Saadani M, Hönig L, Bien S, Koehler M, Rutten G, Wubet T, Braun U, Bruelheide H. Local Tree Diversity Suppresses Foliar Fungal Infestation and Decreases Morphological But Not Molecular Richness in a Young Subtropical Forest. J Fungi (Basel) 2021; 7:173. [PMID: 33673628 PMCID: PMC7997179 DOI: 10.3390/jof7030173] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 02/19/2021] [Accepted: 02/23/2021] [Indexed: 12/25/2022] Open
Abstract
Leaf fungal pathogens alter their host species' performance and, thus, changes in fungal species composition can translate into effects at the tree community scale. Conversely, the functional diversity of tree species in a host tree's local neighbourhood can affect the host's foliar fungal infestation. Therefore, understanding the factors that affect fungal infestations is important to advance our understanding of biodiversity-ecosystem functioning (BEF) relationships. Here we make use of the largest BEF tree experiment worldwide, the BEF-China experiment, where we selected tree host species with different neighbour species. Identifying fungal taxa by microscopy and by high-throughput DNA sequencing techniques based on the internal transcribed spacer (ITS) rDNA region, we analysed the fungal richness and infestation rates of our target trees as a function of local species richness. Based on the visual microscopic assessment, we found that a higher tree diversity reduced fungal richness and host-specific fungal infestation in the host's local neighbourhood, while molecular fungal richness was unaffected. This diversity effect was mainly explained by the decrease in host proportion. Thus, the dilution of host species in the local neighbourhood was the primary mechanism in reducing the fungal disease severity. Overall, our study suggests that diverse forests will suffer less from foliar fungal diseases compared to those with lower diversity.
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Affiliation(s)
- Mariem Saadani
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Am Kirchtor 1, 06108 Halle, Germany; (L.H.); (S.B.); (M.K.); (G.R.); (U.B.); (H.B.)
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Puschstr. 4, 04103 Leipzig, Germany;
| | - Lydia Hönig
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Am Kirchtor 1, 06108 Halle, Germany; (L.H.); (S.B.); (M.K.); (G.R.); (U.B.); (H.B.)
| | - Steffen Bien
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Am Kirchtor 1, 06108 Halle, Germany; (L.H.); (S.B.); (M.K.); (G.R.); (U.B.); (H.B.)
- Senckenberg Museum of Natural History Görlitz, PF 300 154, 02806 Görlitz, Germany
| | - Michael Koehler
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Am Kirchtor 1, 06108 Halle, Germany; (L.H.); (S.B.); (M.K.); (G.R.); (U.B.); (H.B.)
| | - Gemma Rutten
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Am Kirchtor 1, 06108 Halle, Germany; (L.H.); (S.B.); (M.K.); (G.R.); (U.B.); (H.B.)
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Puschstr. 4, 04103 Leipzig, Germany;
| | - Tesfaye Wubet
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Puschstr. 4, 04103 Leipzig, Germany;
- Department of Community Ecology, UFZ-Helmholtz Centre for Environmental Research, Theodor-Lieser-Str. 4, D-06120 Halle, Germany
| | - Uwe Braun
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Am Kirchtor 1, 06108 Halle, Germany; (L.H.); (S.B.); (M.K.); (G.R.); (U.B.); (H.B.)
| | - Helge Bruelheide
- Institute of Biology/Geobotany and Botanical Garden, Martin Luther University Halle-Wittenberg, Am Kirchtor 1, 06108 Halle, Germany; (L.H.); (S.B.); (M.K.); (G.R.); (U.B.); (H.B.)
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Puschstr. 4, 04103 Leipzig, Germany;
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