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Reproductive Ecology and Body Burden of Resident ... - The Love Lab

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Discussion<br />

Results from univariate two-factor analysis <strong>of</strong> variance <strong>and</strong> multivariate canonical discriminant analysis<br />

indicate that the elemental composition <strong>of</strong> otoliths differ between the two habitat types—the sampled<br />

platforms <strong>and</strong> natural sites—<strong>and</strong> geographic areas, although there were significant interaction effects (habitat<br />

x area) on single element abundances in otoliths. Kelp rockfish collected from platforms tended to incorporate<br />

higher concentrations <strong>of</strong> Mg <strong>and</strong> Ba <strong>and</strong> lower concentration <strong>of</strong> Sr in otoliths compared to fish<br />

from natural habitat. In comparison, Pacific s<strong>and</strong>dab collected from platforms tended to have lower concentrations<br />

<strong>of</strong> Ba <strong>and</strong> Fe in otoliths compared to fish from natural habitat. Sr Ca -1 in otoliths <strong>of</strong> kelp rockfish<br />

tended to decrease eastward along the coastal shelf from Point Conception through the east Channel. Mn<br />

Ca -1 in otoliths <strong>of</strong> s<strong>and</strong>dab from both habitat types was lower in the three westernmost geographic areas<br />

(Point Conception, west Santa Barbara, <strong>and</strong> east Santa Barbara) than in the eastern <strong>and</strong> southern areas (east<br />

channel mainl<strong>and</strong> shelf, <strong>of</strong>fshore east channel, <strong>and</strong> Southern California Bight). Mn Ca -1 was not detectable<br />

in kelp rockfish otoliths. Variability in otolith element concentrations between habitat types <strong>and</strong> among<br />

areas differed between the two species.<br />

<strong>The</strong> success rate <strong>of</strong> correctly assigning fish to habitat type (platform or natural habitat) using canonical<br />

discriminant functions based on otolith element signatures differed between species. Cross-validation <strong>of</strong><br />

the discriminant function showed a very high proportion, 94%, <strong>of</strong> kelp rockfish individuals were correctly<br />

assigned to habitat type based on the otolith signature <strong>of</strong> Mg Ca -1 , Ba Ca -1 , <strong>and</strong> Sr Ca -1 . A lower proportion,<br />

64%, <strong>of</strong> Pacific s<strong>and</strong>dab correctly grouped into habitat type based on the otolith signature <strong>of</strong> Mg Ca -1 , Sr Ca -1 ,<br />

Mn Ca -1 , Cu Ca -1 , <strong>and</strong> Ba Ca -1 —otolith element concentrations that individually varied between s<strong>and</strong>dab<br />

habitat types <strong>and</strong>/or areas.<br />

<strong>The</strong> usefulness <strong>of</strong> otolith chemical tags relies on detectable differences between habitats <strong>of</strong> interest,<br />

such as platforms <strong>and</strong> natural areas that are spatially <strong>and</strong> temporally consistent (Campana et al. 2000). We<br />

observed adequate spatial consistency <strong>of</strong> the kelp rockfish otolith multi-element signatures to discriminate<br />

platforms from natural sites across areas characterized by different water masses <strong>and</strong> currents (Nishimoto<br />

<strong>and</strong> Washburn 2002, Nishimoto 2009). Uncertainty in the spatial consistency <strong>of</strong> platform <strong>and</strong> natural habitat<br />

differences beyond our sampling <strong>of</strong> five platforms <strong>and</strong> five natural areas could be reduced by examining<br />

the otolith microchemistry <strong>of</strong> fish from a broader sampling <strong>of</strong> the 23 platforms in the Pacific Outer Continental<br />

Shelf region where kelp rockfish reside as juveniles, for example, <strong>and</strong> natural areas that fish might<br />

utilize later during their life history.<br />

In comparison with our findings, a “platform fingerprint” in otoliths from the Gulf <strong>of</strong> Mexico was<br />

identified by Nowling et al. (2005). <strong>The</strong>y investigated the concentration <strong>of</strong> 15 isotopes <strong>of</strong> the heavy metals,<br />

V, Co, Ni, Zn, Cu, Ag, Cd, Pb, <strong>and</strong> U, in whole otoliths <strong>of</strong> the red snapper (Lutjanus campechanus) from platforms<br />

<strong>and</strong> artificial reefs <strong>of</strong>f Louisiana <strong>and</strong> artificial reefs <strong>of</strong>f Alabama. <strong>The</strong> isotopes were identified as products<br />

<strong>of</strong> historic drilling activities <strong>and</strong> natural weathering processes <strong>of</strong> the platform structure <strong>and</strong> typically<br />

are not analyzed in otolith microchemistry. Ba was not included in the assay panel. Isotopes <strong>of</strong> V, Zn, Ag,<br />

U, <strong>and</strong> Pb were found to be good discriminators between platforms <strong>and</strong> reefs. Concentrations <strong>of</strong> 51 V, 107 Ag,<br />

109<br />

Ag, 206 Pb, 207 Pb, <strong>and</strong> 208 Pb were higher <strong>and</strong> 64 Zn <strong>and</strong> 66 Zn were lower in fish otoliths from platforms than<br />

from Louisiana or Alabama artificial reefs. U was higher at platforms <strong>and</strong> artificial reefs in Louisiana than<br />

artificial reefs in Alabama. <strong>The</strong> elements assayed using solution-based ICP-MS in the Nowling et al (2005)<br />

study were either below detection limits or undetectable using LA ICP-MS in this study.<br />

Different combinations <strong>of</strong> the elements in otoliths that we examined were useful discriminators <strong>of</strong><br />

habitat type <strong>and</strong> geographic areas in other studies <strong>of</strong> rockfishes <strong>of</strong> the California Current region. Warner et<br />

al. (2005) found that the concentrations <strong>of</strong> Sr <strong>and</strong> Ba from the outermost growth layer <strong>of</strong> adult kelp rockfish<br />

differed <strong>and</strong> Mg concentrations did not differ among mainl<strong>and</strong> <strong>and</strong> isl<strong>and</strong> sites in the Santa Barbara<br />

59

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