with body length for either species comparisons or using contrast scores gen-
erated by independent contrasts analysis, which suggests that it is an increase in
wing size rather than size per se that is correlated with increased range size in
these freshwater invertebrates.
Passive dispersers in freshwaters
Empirical estimates of dispersal are eitherdirect, involving mark-release-recapture,
originally developed for population size estimation (Angelibert & Giani,2003 ;
Southwood & Henderson,2000 ), or indirect, typically employing genetic analyses
(see Biltonet al., 2001 ; Bullock, Kenward & Hails,2002 ;Nathanet al., 2003for
reviews). Given the difficulty of obtaining direct estimates, many of the data on
dispersal of aquatic invertebrates relate to the feasibility of dispersal rather than
the frequency of successful dispersal events (Biltonet al.,2001 ).Thisisparticularly
true of passive freshwater dispersers, whose small, cryptic propagules do not lend
themselves to direct study. In recent years, a combination of observational data
and population genetic analysis have greatly expanded our understanding of
dispersal in organisms such as bryozoans and zooplankton (see De Meester
et al., 2002 ;Okamura&Freeland,2002 ; Green & Figuerola,2005 ; Figuerolaet al.,
2005 ), and several experimental studies have examined the relative ability of
b)
0
0.4
0.8
1.2
1.6
0 0.01 0.02 0.03 0.04 0.05
log wing length contrasts
log range contrasts
a)
4.5
5.0
5.5
6.0
6.5
7.0
7.5
1.2 1.25 1.3 1.35 1.4
log wing length
log range
Figure 10.3The relationship between: (a) wing length (mm) and range size (km^2 ); and (b) wing
length contrasts and range size contrasts from comparative analyses forEnallagma
damselflies in North America. Analysis includes only species in the USA and Canada and
range size data were collected as for Fig.10.2. Contrast scores, representing independent,
ancestral trait values were derived using Comparative Analysis by Independent Contrasts.
Stepwise regressions (using body length and wing length and contrast scores for both
as predictors) demonstrated significant relationships in both instances. The best model
for the species comparison included both wing length and body length: R^2 ¼0.57;
y¼16.1x10.2xþ0.71; F2,24¼16.9; p<0.001, but the plot shown is for wing length
only (a) y¼7.84x4.13, F1,24¼17.7, p<0.001. For contrast scores only wing length was
included in the model: (b) y¼24.15x, F1,20¼60.1, p<0.0001; here regression for contrast
scores was forced through the origin (hence, there is no constant in the equation) and
the ordinate axis was scaled to be positive.
196 S. D. RUNDLEET AL.