Coupling experimental data with individual-based modelling reveals differential effects of root herbivory on grassland plant co-existence along a resource gradient
Authored by Florian Jeltsch, Hans Pfestorf, Katrin Koerner, Ilja Sonnemann, Susanne Wurst
Date Published: 2016
DOI: 10.1111/jvs.12357
Sponsors:
German Research Foundation (Deutsche Forschungsgemeinschaft, DFG)
Platforms:
No platforms listed
Model Documentation:
ODD
Mathematical description
Model Code URLs:
Model code not found
Abstract
QuestionThe empirical evidence of root herbivory effects on plant
community composition and co-existence is contradictory. This originates
from difficulties connected to below-ground research and confinement of
experimental studies to a small range of environmental conditions. Here
we suggest coupling experimental data with an individual-based model to
overcome the limitations inherent in either approach. To demonstrate
this, we investigated the consequences of root herbivory, as
experimentally observed on individual plants, on plant competition and
co-existence in a population and community context under different root
herbivory intensities (RHI), fluctuating and constant root herbivore
activity and grazing along a resource gradient.
LocationBerlin, Germany, glasshouse; Potsdam, Germany, high performance
cluster computer.
MethodsThe well-established community model IBC-Grass was adapted to
allow for a flexible species parameterization and to include annual
species. Experimentally observed root herbivory effects on performance
of eight common grassland plant species were incorporated into the model
by altering plant growth rates. We then determined root herbivore
effects on plant populations, competitive hierarchy and consequences for
co-existence and community diversity.
ResultsRoot herbivory reduced individual biomass, but temporal
fluctuation allowed for compensation of herbivore effects. Reducing
resource availability strongly shifted competitive hierarchies, with, however, more similar hierarchies along the gradient under root
herbivory, pointing to reduced ecological species differences.
Consequently, negative effects on co-existence and diversity prevailed, with the exception of a few positive effects on co-existence of selected
species pairs. Temporal fluctuation alleviated but did not remove
negative root herbivore effects, despite of the stronger influence of
intra- compared to interspecific competition. Grazing in general
augmented co-existence. Most interestingly, grazing interacted with RHI
and resource availability by promoting positive effects of root
herbivory.
ConclusionsThrough integrating experimental data on the scale of
individual plants with a simulation model we verified that root
herbivory could affect plant competition with consequences for species
co-existence. Our approach demonstrates the benefit that accrues when
empirical and modelling approaches are brought more closely together, and that gathering data on distinct processes and under specific
conditions, combined with appropriate models, can be used to answer
challenging research questions in a more general way.
Tags
Diversity
ecology
Communities
Succession
Traits
Species richness
Below-ground herbivory
Agriotes spp. larvae
Insect
herbivory
European flora