to compare the different model predictions (e.g.
McGillet al. 2006), several models can predict the
same pattern of relative abundances as the neutral
model (reviewed in Chaseet al. 2005). In addition,
statistically distinguishing between different mod-
els using empirical species-abundance distributions
is not always straightforward (McGillet al. 2007).
This indicates the limitations of using one pattern,
especially relative abundance patterns, to discern
among the validity of the assumptions underlying
the different perspectives.
The four models make different assumptions re-
garding how species respond to environmental and
spatial gradients, and thus make different predic-
tions regarding patterns of community structure
along those gradients. We do not go into detail
regarding the theoretical reasoning behind each of
the predicted patterns here, but instead simply re-
view them in Table 5.1 (for more detail, see Chase
et al. 2005). We start with the simplest model, and
then move to models using increasingly complex
assumptions.
Table 5.1Summary of predictions from the four metacommunity modelling frameworks (modified from
Chaseet al.2005)
Model prediction
Effect Neutral Patch dynamics Species sorting Mass effects
Overall local
diversity
Extinction and
colonization
balance
Extinction and
colonization balance
Depends on species
interactions
Depends on species
interactions and
colonization/
extinction
Overall
regional
diversity
Extinction and
speciation
balance
Depends on competition–
colonization
trade-off
Same as above and
degree of habitat
heterogeneity
Same as above and
degree of habitat
heterogeneity
Relative
species
abundance
Zero-sum
multinomial
(skewed towards
rare species)
Variable depending on
level of migration and
degree of interaction
Variable depending
on environmental
conditions
Variable depending on
level of migration
Dispersal
effects on
local
diversity
Increase First increase, then
decrease
(hump-shaped)
No effect First increase, then
decrease (hump-
shaped)
Dispersal
effects on
regional
diversity
Decrease Decrease No effect Decrease
Dispersal
effects on
b-diversity
Decrease Global: no effect
Local: decrease
No effect Global: decrease
Local: decrease
Local
disturbance
Return immediately Unpredictable Return immediately Return following
succession
Regional
disturbance
Random walk Return following
succession
Return immediately Return following
succession
Temporal
variation:
local
Variable Variable Static unless
environment
changes
Static unless
environment
changes
Temporal local
variation:
regional
Variable Static unless environment
changes
Same as above Same as above
INCREASING SPATIO-TEMPORAL SCALES 59