TY - JOUR
T1 - Same habitat, different species: otolith microchemistry relationships between migratory and resident species support interspecific natal source classification
T2 - otolith microchemistry relationships between migratory and resident species support interspecific natal source classification
AU - Prichard, Carson G.
AU - Pangle, Kevin
AU - Student, James John
AU - Jonas, Jory L.
AU - Watson, Nicole M.
N1 - Funding Information:
Acknowledgments We thank Kyle Brumm and Kieran Elder for help with field sampling and preparation of otolith samples, as well as the many Michigan DNR biologists and technicians who helped collect samples. We also thank two anonymous reviewers whose suggestions greatly improved this manuscript. Funding for this research was provided by Central Michigan University and the Great Lakes Fishery Trust (projects 1298 and 1552). The Institutional Animal Care and Use committee of Central Michigan University has approved this research.
Publisher Copyright:
© 2018, Springer Science+Business Media B.V., part of Springer Nature.
PY - 2018/6/1
Y1 - 2018/6/1
N2 - We tested the hypothesis that otolith trace elemental signatures (microchemistries) of mottled sculpin Cottus bairdi, slimy sculpin C. cognatus, and juvenile coho salmon Oncorhynchus kisutch were predictive of those of juvenile steelhead O. mykiss across many sites within the Lake Michigan basin. Laser ablation inductively coupled plasma mass spectrometry was used to generate otolith microchemistry signatures for each individual fish. For each species pair, statistical correlations of mean otolith concentrations of Mg, Mn, Cu, Zn, Sr, Ba, and Pb for each site were estimated. Linear equations describing these relationships were used to transform juvenile steelhead otolith microchemistry data to those of each of the other species. Transformed otolith microchemistry data were subjected to random forest classifications developed for mottled sculpin, slimy sculpin, and juvenile coho salmon to assess interspecific natal source assignment accuracies. Steelhead otolith concentrations of Sr were significantly correlated with those of each of the other species, whereas otolith concentrations of Ba and Mn were significantly correlated among some species pairs, but not others. Natal source assignment accuracies of juvenile steelhead to site and watershed generally decreased when otolith microchemistry data were transformed to those of mottled sculpin, slimy sculpin, and coho salmon. Miss-assigned fish often classified into nearby watersheds within larger hydrologic units, leading to higher assignment accuracies at coarser geographical resolutions (75–97% correct assignment to hydrologic unit for each species). These findings suggest that applications of otolith microchemistry data may extend beyond the species from which they are collected.
AB - We tested the hypothesis that otolith trace elemental signatures (microchemistries) of mottled sculpin Cottus bairdi, slimy sculpin C. cognatus, and juvenile coho salmon Oncorhynchus kisutch were predictive of those of juvenile steelhead O. mykiss across many sites within the Lake Michigan basin. Laser ablation inductively coupled plasma mass spectrometry was used to generate otolith microchemistry signatures for each individual fish. For each species pair, statistical correlations of mean otolith concentrations of Mg, Mn, Cu, Zn, Sr, Ba, and Pb for each site were estimated. Linear equations describing these relationships were used to transform juvenile steelhead otolith microchemistry data to those of each of the other species. Transformed otolith microchemistry data were subjected to random forest classifications developed for mottled sculpin, slimy sculpin, and juvenile coho salmon to assess interspecific natal source assignment accuracies. Steelhead otolith concentrations of Sr were significantly correlated with those of each of the other species, whereas otolith concentrations of Ba and Mn were significantly correlated among some species pairs, but not others. Natal source assignment accuracies of juvenile steelhead to site and watershed generally decreased when otolith microchemistry data were transformed to those of mottled sculpin, slimy sculpin, and coho salmon. Miss-assigned fish often classified into nearby watersheds within larger hydrologic units, leading to higher assignment accuracies at coarser geographical resolutions (75–97% correct assignment to hydrologic unit for each species). These findings suggest that applications of otolith microchemistry data may extend beyond the species from which they are collected.
KW - Cottus
KW - Great Lakes
KW - Lake Michigan
KW - Mixed-stock fishery
KW - Oncorhynchus
KW - Otolith microchemistry
UR - http://www.scopus.com/inward/record.url?scp=85045078910&partnerID=8YFLogxK
U2 - 10.1007/s10641-018-0756-9
DO - 10.1007/s10641-018-0756-9
M3 - Article
VL - 101
SP - 1025
EP - 1038
JO - Environmental Biology of Fishes
JF - Environmental Biology of Fishes
SN - 0378-1909
IS - 6
ER -