Theoretical Population Biology 92 (2014) 36–50
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Theoretical Population Biology
journal homepage: www.elsevier.com/locate/tpb
Variation in moisture duration as a driver of coexistence by the
storage effect in desert annual plants
Galen Holt
∗
, Peter Chesson
Department of Ecology and Evolutionary Biology, University of Arizona, 1041 E Lowell St. Tucson, AZ 85721, United States
article info
Article history:
Received 7 May 2013
Available online 14 November 2013
Keywords:
Species coexistence
Storage effect
Environmental variation
Germination
Desert annual plants
Soil moisture
abstract
Temporal environmental variation is a leading hypothesis for the coexistence of desert annual plants.
Environmental variation is hypothesized to cause species-specific patterns of variation in germination,
which then generates the storage effect coexistence mechanism. However, it has never been shown how
sufficient species differences in germination patterns for multispecies coexistence can arise from a shared
fluctuating environment. Here we show that nonlinear germination responses to a single fluctuating
physical environmental factor can lead to sufficient differences between species in germination pattern
for the storage effect to yield coexistence of multiple species. We derive these nonlinear germination
responses from experimental data on the effects of varying soil moisture duration. Although these
nonlinearities lead to strong species asymmetries in germination patterns, the relative nonlinearity
coexistence mechanism is minor compared with the storage effect. However, these asymmetries mean
that the storage effect can be negative for some species, which then only persist in the face of
interspecific competition through average fitness advantages. This work shows how a low dimensional
physical environment can nevertheless stabilize multispecies coexistence when the species have different
nonlinear responses to common conditions, as supported by our experimental data.
© 2013 Elsevier Inc. All rights reserved.
1. Introduction
Annual plant communities have figured prominently in both
theoretical and empirical studies of the contribution of envi-
ronmental variation to the maintenance of species diversity.
Theoretical work illustrates how environmentally sensitive ger-
mination generates the storage effect coexistence mechanism in
a temporally variable environment (Chesson, 1994, 2003; Ches-
son et al., 2004). This theory has primarily focused on the coexis-
tence of species competing for resources (e.g. Chesson, 1994, 2003),
although more recent work has extended these results to the
storage effect acting through apparent competition (Kuang and
Chesson, 2008; Chesson and Kuang, 2010). Several field studies
have provided empirical support for the storage effect in annual
plants arising from variable germination, variable growth, and
competition between species (Facelli et al., 2005; Sears and Ches-
son, 2007; Angert et al., 2009a).
Theoretical models of coexistence in a temporally variable
environment normally do not model the physical environment
directly, but instead model fluctuations in population parameters,
such as germination fraction, which are assumed to be driven
∗
Corresponding author.
E-mail addresses: gholt@email.arizona.edu (G. Holt), pchesson@u.arizona.edu
(P. Chesson).
by fluctuations in the physical environment (Chesson et al.,
2004; Kuang and Chesson, 2009). The probability distributions of
fluctuations in these parameters (environmental responses) are
the inputs to the models. These studies have provided general
understanding of the ability of environmental fluctuations to
promote coexistence in terms of the statistical properties of
the environmentally dependent parameters (Chesson, 1994). In
particular, the strength of the storage effect is determined by
the variances and correlations of these fluctuating environmental
responses (Chesson, 1994, 2003; Angert et al., 2009b). However, a
key problem is determining what these variances and correlations
are for input to the models.
Environmentally dependent germination rates provide the
clearest example of fluctuating environmental responses in
annual plants, although reproductive output also depends on
environmental conditions during growth in ways that can promote
the storage effect (Pake and Venable, 1995; Angert et al., 2009a).
Although variances and correlations of germination fractions have
been measured from field data (Angert et al., 2009a; Chesson
et al., 2014) it is difficult to obtain long enough sequences of
observations for much precision. In the absence of good estimates
of species differences in these respects, the phenomenological
germination fractions used in most theoretical studies assume
a great deal of symmetry between species in the variances and
correlations of germination fractions (Chesson et al., 2004; Kuang
and Chesson, 2009). However, Angert et al. (2009a) provide good
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http://dx.doi.org/10.1016/j.tpb.2013.10.007