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. 2023 Oct 19;6(1):1066.
doi: 10.1038/s42003-023-05410-z.

Mycorrhizal feedbacks influence global forest structure and diversity

Camille S Delavaux  1 Joseph A LaManna  2 Jonathan A Myers  3 Richard P Phillips  4 Salomón Aguilar  5 David Allen  6 Alfonso Alonso  7 Kristina J Anderson-Teixeira  5   8 Matthew E Baker  9 Jennifer L Baltzer  10 Pulchérie Bissiengou  11 Mariana Bonfim  12 Norman A Bourg  13 Warren Y Brockelman  14 David F R P Burslem  15 Li-Wan Chang  16 Yang Chen  17 Jyh-Min Chiang  18 Chengjin Chu  19 Keith Clay  20 Susan Cordell  21 Mary Cortese  12 Jan den Ouden  22 Christopher Dick  23 Sisira Ediriweera  24 Erle C Ellis  9 Anna Feistner  25 Amy L Freestone  12 Thomas Giambelluca  26   27 Christian P Giardina  21 Gregory S Gilbert  28 Fangliang He  29 Jan Holík  30 Robert W Howe  31 Walter Huaraca Huasca  32 Stephen P Hubbell  33 Faith Inman  34 Patrick A Jansen  5   22 Daniel J Johnson  35   36 Kamil Kral  30 Andrew J Larson  37   38 Creighton M Litton  26   39 James A Lutz  40   41 Yadvinder Malhi  32 Krista McGuire  42 Sean M McMahon  43 William J McShea  13 Hervé Memiaghe  42   44 Anuttara Nathalang  14 Natalia Norden  45 Vojtech Novotny  46 Michael J O'Brien  47 David A Orwig  48 Rebecca Ostertag  34 Geoffrey G 'Jess' Parker  49 Rolando Pérez  5 Glen Reynolds  50 Sabrina E Russo  51 Lawren Sack  33 Pavel Šamonil  30 I-Fang Sun  52 Mark E Swanson  53 Jill Thompson  54 Maria Uriarte  55 John Vandermeer  23 Xihua Wang  56 Ian Ware  57 George D Weiblen  58 Amy Wolf  31 Shu-Hui Wu  59 Jess K Zimmerman  60 Thomas Lauber  61 Daniel S Maynard  61 Thomas W Crowther  61 Colin Averill  61
Affiliations

Mycorrhizal feedbacks influence global forest structure and diversity

Camille S Delavaux et al. Commun Biol. .

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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Conflict of interest statement

The authors declare no competing interests.

Figures

Fig. 1
Fig. 1. Geographical extent of dataset captures known biogeographical patterns.
A map of the 43 ForestGEO network sites included in the study (A), collectively comprising over 3 million stems. Major expected relationships including the latitudinal gradient in tree species diversity (scaled to the maximum species richness across sites; gray, p < 0.001) and the gradient from AM dominated to EM-dominated sites (proportion of EM tree species in a site; green, p = 0.02) with increasing latitude (B) as well as the mycorrhizal bimodality of forests (C; proportion of AM per basal area of all tree species) are captured by our data. Conceptual figures depicting negative conspecific density dependence (CDD) in recruitment due to hypothesized higher densities of species-specific enemies around a conspecific adult tree (D) and positive conmycorrhizal density dependence (CMDD) in recruitment due to hypothesized shared mutualists with an adult tree of a conmycorrhizal heterospecific species (E).
Fig. 2
Fig. 2. Mycorrhizal type mediates strength of conspecific density dependence.
Negative conspecific density dependence (CDD), estimated as the degree to which sapling densities decrease with increasing conspecific adult tree density (per-capita sapling density), is consistently stronger for arbuscular mycorrhizal (AM) compared to ectomycorrhizal (EM) tree species. The three panels show results from the integrated global model that incorporates random slopes and intercepts for each tree species-by-site, using raw sapling densities (A), sapling densities scaled to the maximum sapling density of each mycorrhizal type (B), and species-by-site estimates of change in per-capita sapling density with a standard increase in conspecific adult density (1 conspecific adult) extracted from this model (C, n = 2469, p < 0.001). Gray lines in (A) and (B) represent species-by-site curves; AM and EM tree species are shown in purple and green, respectively. Solid circles and horizontal lines in (C) represent means estimated from the model and standard errors, respectively.
Fig. 3
Fig. 3. AM tree species benefit from shared mycorrhizal fungi.
AM tree species experience positive conmycorrhizal density dependence (CMDD), measured as conmycorrhizal per-capita sapling density, while EM plant species show weaker evidence for positive CMDD. Positive CMDD can be seen for both mycorrhizal types in the global model (A, B) and for AM tree species in the species-by-site estimates of change in per-capita sapling density with a standard increase in conmycorrhizal adult tree density (1 conmycorrhizal adult) extracted from this model (C, n = 2428). Gray lines in (A) and (B) represent species-by-site curves; AM and EM tree species are shown in purple and green, respectively. Solid circles and horizontal lines in (C) represent means estimated from the model and standard errors, respectively.

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