life-cycle models for the diverse and plastic oncorhynchus ... · ictrt and zabel 2007, zabel et...
TRANSCRIPT
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Life-cycle models for the diverse and plastic Oncorhynchus mykiss:
challenges and opportunities
Neala Kendall*§, Rich Zabel§, and Tom Cooney§
*Washington Department of Fish and Wildlife §NOAA Fisheries, Northwest Fisheries Science
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Oncorhynchus mykiss life history tactics and population dynamics
• Life history strategies influenced by environmental and
anthropogenic factors
• Life-cycle models used to better understand strategies,
evaluate population dynamics spatially and temporally
Jonny Armstrong John McMillan
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Purpose of a life-cycle model
• Questions to answer using the model:
– Is anadromy expected to persist into the future?
– Under what environmental conditions will O. mykiss
be resident or anadromous?
– What life history stages represent population
“bottlenecks?”
– What patterns of anadromy and residency will we see
given different freshwater habitat mitigation actions?
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Decision to smolt
O. mykiss life cycle models
Freshwater Ocean
Growth
Maturation
Decision to return & spawn
Natural mortality
Migration to ocean as steelhead
trout
Mature fish
Maturing fish
Mature fish
Modified from Theriault et al. 2008
Growth
Maturation
Spawning
Natural mortality
Maturing fish
Mature fish
Mature fish
Immature fish
Immature fish
Spawning migration
Fishing and
natural mortality
Ocean migration
Mortality
Natural mortality
Immature fish
Mature fish
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Existing models to help
1. Yakima River, WA anadromous/resident O. mykiss abundance and reproductive success life-cycle models (I. Courter & C. Frederiksen et al.)
2. Anadromy/residency and smolt age decision for O. mykiss (originally developed for CA populations; Satterthwaite et al. 2009, 2010)
3. Chinook and O. mykiss life-cycle matrix models for Interior Columbia River basin (but only anadromous component; ICTRT and Zabel 2007)
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Yakima River O. mykiss life-cycle models
Cross-Ecotype
Exchange
Capacity
Fecundity
Flow
Habitat Area
(PHABSIM & 2D modeling)
Anadromous
Spawners
Resident
Spawners
Freshwater SurvivalMarine Survival
Body Size
Growth
(bioenergetics)
Temperature
Food Supply
Territory Size
(competition)
Abundance
Fry
Environmental
Conditions
Reproductive
Success
Survival
Courter et al. 2009
• Use freshwater food
supply, flow, and
temperature to predict
fish growth, survival,
capacity, and reproductive
success by life history
tactic
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Model predictions
Anadromous Resident
Courter et al. 2009
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Anadromy/residency life-cycle model for O. mykiss
• Based on fish emergence date, freshwater growth,
survival, fecundity, and overall fitness
• Predict maturation/residency and smolt age decision
Satterthwaite et al. 2009, 2010
Maturation decision smolting decision
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Model predictions
• Predict maturation/
residency and smolt
age decision
Satterthwaite et al. 2009, 2010
Gro
wth
rate
(m
m/d
ay)
Emergence date
Maturity of age-0 females
mature
wait, smolt at age 0
mature
wait, smolt at age 1
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O. mykiss matrix models for Interior Columbia River basin
• Steelhead-only life-cycle model
• Beverton-Holt functions to include density-dependent survival in freshwater
• Components (adjusted in different “scenarios”):
– Downstream survival (based on hydropower corridor passage)
– Estuary and early marine survival (based on climate conditions)
– Later marine survival
– Harvest, upstream survival
– Overwinter survival in fw
ICTRT and Zabel 2007, Zabel et al. 2013
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Interior Columbia River basin populations
• Rapid River (Little Salmon River)
• Potlatch River
• Catherine Creek
• Umatilla River
• Toppenish Creek
• Naches River
• Satus Creek
• Upper Yakima River
Photo: John McMillan
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Example model run—Umatilla River
20 40 60 80 100
0
1000
2000
3000
4000
5000
6000
sp
aw
ne
rs.r
aw
[, , 3
]P
op
ula
tio
n a
bu
nd
ance
Years into the future
50 fish
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• Abundance decreased over time for Yakima River
basin and Umatilla River populations
• Abundance increased over time for Potlatch
River, Catherine Creek, & Rapid River populations
Model predictions (under baseline scenarios)
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• Changes in habitat, upriver survival, and estuary/early ocean conditions resulted in largest spawner abundance changes
• Changes in habitat resulted in greatest changes in quasi-extinction probability
• Changes in harvest rates resulted in smaller abundance and extinction probability changes
Model predictions (under varying scenarios)
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Population-specific model predictions under various scenarios—Umatilla River
Survival through the hydropower corridor
Po
pu
lati
on
ab
un
dan
ce
afte
r 1
00
ye
ars
Estuary and early marine survival
Survival through the hydropower corridor
Habitat (overwinter/ prespawning survival)
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Population-specific model predictions under various scenarios—Umatilla River
Later marine survival
Estuary and early marine survival
Estuary and early marine survival
Harvest rate
Po
pu
lati
on
ab
un
dan
ce
afte
r 1
00
ye
ars
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Future work
• Combine ICTRT and Zabel matrix model with Courter & Frederiksen et al. freshwater habitat conditions determinants and Satterthwaite et al. model of anadromy/residency decision
Photos: John McMillan
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Habitat considerations need to be incorporated
• First establish fish-specific side of the life-cycle model
• Then incorporate freshwater habitat considerations into model
• Understand how habitat changes (climate change and human modifications including restoration) may affect abundance and viability
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Incorporating habitat restoration into the models
• Develop landscape-to-habitat functional relationships
• Develop habitat-to-fish relationships
• Model habitat quality (e.g., flow and temperature) and quantity using land-use and geomorphic characteristics to estimate fish capacity and survival
Bartz et al. 2006, Scheuerell et al. 2006, Beechie et al. 2006
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Acknowledgements • National Research Council Postdoctoral Fellowship Program
• Interior Columbia TRT life-cycle modeling group
• Ian Courter (Mt. Hood Consulting), Chris Frederiksen (Yakama Nation), Ethan Crawford (WDFW), ODFW La Grande office, Brett Bowersox (IDFG), and others who supplied data
Photo: John McMillan
• NOAA Northwest Fisheries Science Center
• WDFW, especially Erik Neatherlin, Jeremy Cram, Andrew Murdoch, and Thomas Buehrens
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Questions?
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Oncorhynchus mykiss: one (two?) cool fish
Photo: John McMillan
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Oncorhynchus mykiss: one (two?) cool fish
• Very diverse life history including migration tactics (“partial migration”)
• Valuable recreational and commercial fisheries
• Many natural populations have declined in abundance and
life history diversity over the past century, are ESA listed
Photos: Jonny Armstrong
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Population-specific model predictions under various scenarios—Umatilla River
Habitat (overwinter/prespawning survival)
Po
pu
lati
on
ab
un
dan
ce
Estuary and early marine survival
Later marine survival