Soil conditions drive belowground trait space in temperate agricultural grasslands

dc.contributor.authorLachaise, Tom
dc.contributor.authorBergmann, Joana
dc.contributor.authorHölzel, Norbert
dc.contributor.authorKlaus, Valentin
dc.contributor.authorKleinebecker, Till
dc.contributor.authorRillig, Matthias
dc.contributor.authorvan Kleunen, Mark
dc.date.accessioned2025-07-04T08:42:42Z
dc.date.available2025-07-04T08:42:42Z
dc.date.created2021-12-19T20:04:34Z
dc.date.issued2021
dc.description.abstractPlant belowground organs perform essential functions, including water and nutrient uptake, anchorage, vegetative reproduction and recruitment of mutualistic soil microbiota. Recently, multivariate analyses showed that root traits of species can largely be linked to a ‘conservation’ and a ‘collaboration’ gradient. Here, we tested whether this species-level bidimensional belowground trait space also exists at the community level in grasslands. Furthermore, we tested whether the position of grassland communities in belowground trait space relates to environmental variables. For a total of 313 species, we collected data on eight belowground traits in greenhouse and common garden experiments and supplemented it with data on bud-bank size and specific leaf area from databases. We calculated community weighted means (CWMs) of these ten traits for 150 temperate grassland plots to investigate belowground plant-trait dimensionality and its variation along ten soil and land-use parameters. Using PCA, we found that about 55% of variance in CWMs was explained by two main dimensions, corresponding to a mycorrhizal ‘collaboration’ and a resource ‘conservation’ gradient. Frequently overlooked traits such as rooting depth, bud-bank size and root branching intensity were largely integrated in this trait space. The two plant-strategy gradients were partially dependent on each other, with communities that do ‘outsourcing’ of resource uptake to mycorrhizal fungi along the collaboration gradient also being more ‘slow’ along the conservation gradient. (i.e. high root tissue density and high root weight ratio). ‘Outsourcing’ communities were also more often deep-rooting and associated with soil parameters, such as low moisture and sand content, high topsoil pH, high C:N and low δ15N. ‘Slow’ communities had large bud banks and were associated with low land-use intensity, high topsoil pH, and low nitrate but high ammonium concentration in the soil. Surprisingly, we did not find an association of phosphorus availability with the mycorrhizal ‘collaboration’ gradient. In conclusion, the ‘collaboration’ and ‘conservation’ gradients previously identified among species scale up to the community level in grasslands, encompass more traits than previously described, and vary with the environment.
dc.description.versionpublisheddeu
dc.identifier.doi10.5061/dryad.dfn2z3538
dc.identifier.urihttps://kops.uni-konstanz.de/handle/123456789/73819
dc.language.isoeng
dc.relation.isreferencedby10.1101/2021.07.07.450881
dc.rightsCreative Commons Zero v1.0 Universal
dc.rights.urihttps://creativecommons.org/publicdomain/zero/1.0/legalcode
dc.subject.ddc570
dc.titleSoil conditions drive belowground trait space in temperate agricultural grasslandseng
dspace.entity.typeDataset
kops.citation.bibtex
kops.citation.iso690LACHAISE, Tom, Joana BERGMANN, Norbert HÖLZEL, Valentin KLAUS, Till KLEINEBECKER, Matthias RILLIG, Mark VAN KLEUNEN, 2021. Soil conditions drive belowground trait space in temperate agricultural grasslandsdeu
kops.citation.iso690LACHAISE, Tom, Joana BERGMANN, Norbert HÖLZEL, Valentin KLAUS, Till KLEINEBECKER, Matthias RILLIG, Mark VAN KLEUNEN, 2021. Soil conditions drive belowground trait space in temperate agricultural grasslandseng
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For a total of 313 species, we collected data on eight belowground traits in greenhouse and common garden experiments and supplemented it with data on bud-bank size and specific leaf area from databases. We calculated community weighted means (CWMs) of these ten traits for 150 temperate grassland plots to investigate belowground plant-trait dimensionality and its variation along ten soil and land-use parameters.

Using PCA, we found that about 55% of variance in CWMs was explained by two main dimensions, corresponding to a mycorrhizal ‘collaboration’ and a resource ‘conservation’ gradient. Frequently overlooked traits such as rooting depth, bud-bank size and root branching intensity were largely integrated in this trait space. The two plant-strategy gradients were partially dependent on each other, with communities that do ‘outsourcing’ of resource uptake to mycorrhizal fungi along the collaboration gradient also being more ‘slow’ along the conservation gradient. (i.e. high root tissue density and high root weight ratio). ‘Outsourcing’ communities were also more often deep-rooting and associated with soil parameters, such as low moisture and sand content, high topsoil pH, high C:N and low δ15N. ‘Slow’ communities had large bud banks and were associated with low land-use intensity, high topsoil pH, and low nitrate but high ammonium concentration in the soil. Surprisingly, we did not find an association of phosphorus availability with the mycorrhizal ‘collaboration’ gradient.

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