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Disentangling evolution and plasticity in adult sockeye migration date:. a new method provides evidence of evolutionary change. Lisa Crozier Mark Scheuerell Rich Zabel. NWFSC, NOAA-Fisheries. Many populations have shifted the timing of life-history events in recent decades.
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Disentangling evolution and plasticity in adult sockeye migration date: a new method provides evidence of evolutionary change Lisa Crozier Mark Scheuerell Rich Zabel NWFSC, NOAA-Fisheries
Many populations have shifted the timing of life-history events in recent decades mean shift towards earlier spring timing of 2.3 days per decade 423 / 484 spp (87%) Parmesan & Yohe 2003 Nature 83.8% of 25,532 species earlier, avg 3.9 days per decade Thackeray 2010 GCB
Okanogan ESU Osoyoos Lake British Columbia Okanogan River L. Wenatchee ESU Okanogan R. Columbia R. Montana Washington Lower Granite Dam Idaho Snake R. Columbia R. Bonneville Dam Salmon R. Grande Ronde R. Bonneville Dam Salmon R. Basin Oregon Redfish L. Redfish Lake
July 9 July 4 June 29 June 24 Sockeye migrate ~10.3 days earlier than in the 1940s Median migration date
Summer and fall Chinook also changing Crozier et al 2008. Evolutionary applications 1: 252-270
The Columbia River has warmed dramatically over the 20th century July temp (oC)
Temperature (oC) High temperature blocks migration Number of Chinook 10 year avg Chinook counts and daily mean temperature at Lower Granite Dam
This blockout period is lengthening Temperature (oC) Number of Chinook 10 year avg Chinook counts and daily mean temperature at Lower Granite Dam
Disentangling plastic and genetic change is important for predictive modeling and to avoid negative anthropogenic impacts Evolution: adaptive genetic change in response to natural selection Plasticity: non-genetic response to environmental variation
1st approach: simple linear regression shows flow-timing relationship
But the relationship differs in the early and late time periods
2nd approach • Quantify historical selection pressure • Combine selection and plastic response in predictive model of annual migration date • Compare predicted and observed timing through model selection (AIC) (evolution, plasticity, or both)
Survival ~ temperature Survival to spawning grounds Daily mean temperature at Bonneville Dam (oC) Crozier et al 2011. American Naturalist avail. online October
Annual selection differential(Median migration day of initial population – survivors) ^ S = -1.05 β = -0.011 Crozier et al 2011. American Naturalist avail. online October
State-space model Median offspring cohort migration date ~ • Median parental cohort migration date • The response to selection on parents (~h2S) • Environmental effects on parents • Environmental effects on offspring Crozier et al 2011. American Naturalist avail. online October
Potential triggers of plasticity • Ocean conditions • Upwelling strength • PDO • NPGO • NPI • River conditions • Flow • Temperature • Population interactions/ proportions
Results: Model Comparison Model-Average Results
Model prediction r2 = 0.80 h2 = 0.49 β = -0.011 0.031 haldanes Crozier et al 2011. American Naturalist avail. online October
33-66% of trend (3-6 days) ~ Selection remainder ~ Flow Drivers of overall trend Change in migration date
Summary • We found strong support for a role for selection, indicating that sockeye have likely been adapting to recent climate change • Both plastic and evolutionary responses appear important • These results are highly robust to uncertainty in selection function Crozier et al 2011. American Naturalist avail. online October
Caveats • Costs to earlier migration: energetic costs of holding pre-spawn mortality loss of feeding opportunity • Fishery-induced evolution also likely • Multiple populations make h2 estimate rough
Conclusions • Evolution is contributing to phenotypic responses to environmental change in salmon • Hydrosystem management will likely affect both the strength of selection and the effectiveness of plastic cues for migration timing • Life-history trends reflect both heritable and non-heritable traits. Constraints on phenotypic evolution are not well understood, and might limit future responses to climate change
Thank you! • George Naughton, Matt Keefer, Jeffery Fryer and collaborators for amazing tracking of sockeye through the Columbia Basin • All the fish counters at dams • Northwest Fisheries Science Center, and NOAA-Fisheries for data sharing infrastructure and financial support