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Tadpole shrimp structure macroinvertebrate communities in playa ...

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trials, tadpole <strong>shrimp</strong> were removed at this time,<br />

approximately 3–5 days after their emergence. The<br />

orig<strong>in</strong>al water and all other <strong>in</strong>vertebrates were<br />

returned to each aquarium. Control trials were<br />

treated <strong>in</strong> the same manner, but all <strong>in</strong>vertebrates,<br />

<strong>in</strong>clud<strong>in</strong>g tadpole <strong>shrimp</strong>, were returned to each<br />

aquarium. Because smaller tadpole <strong>shrimp</strong> may be<br />

<strong>in</strong>conspicuous and new <strong>in</strong>dividuals may enclose<br />

dur<strong>in</strong>g the second week, the treatment for many<br />

microcosms was a reduction <strong>in</strong> tadpole <strong>shrimp</strong><br />

densities rather than their elim<strong>in</strong>ation, per se. After<br />

two weeks, all microcosms were sampled destructively<br />

by siphon<strong>in</strong>g water through a D-net and<br />

collect<strong>in</strong>g all <strong>in</strong>vertebrates. Most <strong>in</strong>vertebrates<br />

were classified to familial level.<br />

Statistical analyses<br />

Taxonomic richness, evenness, diversity, dom<strong>in</strong>ance,<br />

and total <strong>in</strong>vertebrate abundance were calculated<br />

for each <strong>playa</strong> microcosm <strong>in</strong> each of the four<br />

trials, and compared to determ<strong>in</strong>e the effects of<br />

tadpole <strong>shrimp</strong> on <strong>in</strong>vertebrate <strong>communities</strong>. <strong>Tadpole</strong><br />

<strong>shrimp</strong> were excluded from calculations.<br />

Evenness or equitability (E) was estimated as<br />

E ¼ H 0 /log S, where H’ is taxonomic diversity and S<br />

is taxonomic richness (Peilou, 1969). We calculated<br />

diversity (H 0 ) by the Shannon–We<strong>in</strong>er <strong>in</strong>dex as H 0 =<br />

) P p i (log pi), where pi is the ratio of <strong>in</strong>dividuals <strong>in</strong><br />

taxonomic group i to the total number of <strong>in</strong>dividuals<br />

<strong>in</strong> all taxonomic groups (Magurran, 1988). Dom<strong>in</strong>ance<br />

(D) was calculated as the Berger–Parker<br />

<strong>in</strong>dex: D ¼ N max/N,whereN max is the density of the<br />

most abundant taxonomic group, and N is total<br />

<strong>in</strong>vertebrate abundance (Magurran, 1988).<br />

The effects of tadpole <strong>shrimp</strong> reduction on<br />

taxonomic richness, evenness, diversity, dom<strong>in</strong>ance,<br />

and total <strong>in</strong>vertebrate abundance were<br />

tested with partly nested multivariate analysis of<br />

variance (MANOVA-PROC GLM, SAS Institute,<br />

1990) to assess differences between treatments<br />

(reduced tadpole <strong>shrimp</strong> vs. controls), between<br />

trials with<strong>in</strong> each treatment, and among <strong>playa</strong>s,<br />

treated as a random effect. To determ<strong>in</strong>e if treatment<br />

effects were consistent among <strong>playa</strong>s, we also<br />

exam<strong>in</strong>ed the <strong>in</strong>teraction between <strong>playa</strong> and<br />

treatment. Significant MANOVA effects were<br />

<strong>in</strong>terpreted by exam<strong>in</strong><strong>in</strong>g univariate tests (ANO-<br />

VA) for each of the five community characteristics,<br />

which have <strong>in</strong>dividual biological <strong>in</strong>terest (Qu<strong>in</strong>n &<br />

141<br />

Keough, 2002). In order to homogenize variances<br />

and adhere to assumptions of normality, total<br />

abundance was square-root transformed (Sokal &<br />

Rohlf, 1995). We treated the total number of<br />

tadpole <strong>shrimp</strong> present <strong>in</strong> each microcosm dur<strong>in</strong>g<br />

the first week of the experiment, i.e., prior to<br />

experimental reduction, as a covariate. Covariate<br />

effects were not significant, however, and subsequently<br />

dropped from analyses. In both treatment<br />

and control trials, some microcosms by chance had<br />

no tadpole <strong>shrimp</strong>. These microcosms were not<br />

excluded from analyses because we feel they contribute<br />

<strong>in</strong>formation about natural variability <strong>in</strong><br />

tadpole <strong>shrimp</strong> density among <strong>playa</strong>s.<br />

We also exam<strong>in</strong>ed the effects of tadpole <strong>shrimp</strong><br />

on community composition by exam<strong>in</strong><strong>in</strong>g the<br />

abundances of each taxonomic group, exclud<strong>in</strong>g<br />

tadpole <strong>shrimp</strong>. We used Pr<strong>in</strong>cipal Components<br />

Analysis (PCA-PROC FACTOR, SAS Institute,<br />

1990) to extract <strong>in</strong>dependent pr<strong>in</strong>cipal components<br />

represent<strong>in</strong>g major taxonomic compositions. In<br />

addition to PCA on non-transformed taxon<br />

abundances, two additional PCAs were run to<br />

address potential distortion due to rare taxa<br />

(Clarke & Warwick, 1994). First, taxon abundances<br />

were double square-root transformed to<br />

downweight abundances of abundant taxa. Second,<br />

because rare taxa can have a strong effect on<br />

PCA, analyses were run with only the seven most<br />

abundant (>100 <strong>in</strong>dividuals) taxa. In each analysis,<br />

pr<strong>in</strong>cipal components with eigenvalues<br />

greater than 1.00 were used (Hatcher & Stepanski,<br />

1994) <strong>in</strong> subsequent analyses. The effect of tadpole<br />

<strong>shrimp</strong> on community composition was then tested<br />

us<strong>in</strong>g partly nested multivariate analysis of variance<br />

(MANOVA-PROC GLM, SAS Institute,<br />

1990) to exam<strong>in</strong>e responses of reta<strong>in</strong>ed pr<strong>in</strong>cipal<br />

components to treatments (reduced tadpole<br />

<strong>shrimp</strong> vs. controls), between trials with<strong>in</strong> each<br />

treatment, and among <strong>playa</strong>s, treated as a random<br />

effect. We also exam<strong>in</strong>ed the <strong>in</strong>teraction between<br />

<strong>playa</strong> and treatment. Significant MANOVA effects<br />

were <strong>in</strong>terpreted us<strong>in</strong>g standardized canonical<br />

coefficients (Qu<strong>in</strong>n & Keough, 2002) which account<br />

for the simultaneous responses of taxa<br />

with<strong>in</strong> the community by quantify<strong>in</strong>g the magnitude<br />

of the contributions of <strong>in</strong>dividual pr<strong>in</strong>cipal<br />

components <strong>in</strong> produc<strong>in</strong>g significant multivariate<br />

differences. Aga<strong>in</strong> tadpole <strong>shrimp</strong> density dur<strong>in</strong>g<br />

the first week was treated as a covariate. Covariate

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