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Effects of climate variation on young fish
Geir Ottersen
Nordic Climate-Fish 2nd Conference:
“Latitudinal changes in marine resources, exploitation and society within the Nordic and adjacent Seas”
15-17 August 2012 in Risør, Norway
 general ideas about climate effects on marine ecosystems
 variations in temperature-zooplankton-North Sea cod
 spatial population structure and detecting climate effects
How Does Climate Affect Fish?
Prey
Modified from slide by Ken Drinkwater, IMR Disease
Physiological Effects
•Metabolic processes
•Growth
Recruitment
Distribution and
migration
Predators
Single climate event causes
shift in ecological state
Linear climate signal causes
shift in ecological state
when climate threshold passed.
Linear ecological response
to climate signal
Climate
Time
Ecological
Response
Ecological response to climate signal
Ottersen, Stenseth, Hurrell 2004
Climate fluctuations…. Oxford Univ. Press
Linear ecological response
to climate signal
10
12
14
16
18
20
22
1950 1960 1970 1980 1990 2000
Ln(Recruitment)
Cod at West Greenland
Recruitment
8
9
10
1950 1960 1970 1980 1990 2000
SST
Year
Temperature
Stein and Borovkov
Climate induced
crash in Peruvian anchovy stock
Human and
Single climate event causes
shift in ecological state
El Niño:
Increasing sea temperatures
M. Llope, Instituto Espanol de Oceanografia Cadiz
Variations in temperature-zooplankton-North Sea cod
M. Edwards, SAHFOS (2008)
Changes in plankton composition
May this gradual change cause
a shift in ecological state
when threshold passed?
Higher temperatures leading to an increase in the abundance of
phytoplankton earlier in the year has changed the food web structure
through competitive exclusion of holozooplankton by meroplankton
(i.e., less organisms that are planktonic for their entire life cycle, more
that are planktonic only during larval stages, thereafter benthic).
The result is significantly diminished transfer of energy towards top
pelagic predators (e.g. fish) and increased transfer to the benthos.
Shift in transfer of energy from pelagic fish to benthos
ICES STATUS REPORT ON CLIMATE
CHANGE IN THE NORTH ATLANTIC
(eds. P.C. Reid and L. Valdes) September 2011
0
500
1000
1500
2000
1963 1968 1973 1978 1983 1988 1993 1998 2003 2008
Recruitmentinmillions
Recruitment (age 1)
North Sea cod
G. Dingsør, G. Ottersen et al. In prep
Increasing ambient
temperatures for cod IBTS Q1
Mean temperature in region
Age-2 ambient temperature
Age-4 ambient temperature
ICES
Switch from C. finmarchicus
(prefered food of larval cod)
towards C. helgolandicus
in the North Sea
Edwards et al. 2011.
Ecological Status Report, SAHFOS, UK
Calanus finmarchicus
female
Calanus helgolandicus
female
Monitoring of plankton at station in the Skagerrak, off Arendal:
Sampling of zooplankton: 2 times per month since 1994
WP2 vertical net tows (180µm), 50 – 0 m
Samples recently reanalysed for identification of C. fin and C. hel
Aims:
- To describe the seasonal and interannual variation in relative
proportions of the two species.
- Reveal possible causes for the observed variations.
T. Falkenhaug, E. Bagøien, C. Broms, IMR work in prep.
Switch from C. finmarchicus towards C. helgolandicus in the Skagerrak
Seasonal and interannual variations in ratio of
C. finmarchicus/ C. helgolandicus
1= 100% C. finmarchicus (blue)
0=100% C. helgolandicus (red)
Month
Year
The period of C. helgolandicus dominance (ratio>0.5) has
appeared earlier in the season in recent years (2004-2008).
CVI females
T. Falkenhaug, E. Bagøien, C. Broms, IMR work in prep.
0 50 100 150 200 250 300
200400600800
Conclusions
• occur in high abundance in spring, while
peaks later in the season at lower abundances.
• The seasonal increase in temperature triggers a shift from a
system dominated by to a system dominated by
This shift occurs in June, at ~13 ºC.
• Higher temperatures, earlier in the season will trigger earlier shifts
from to
• The stock-recruitment relationship of North Sea cod is not
stationary, its shape depends on food (zooplankton) availability
and sea temperature
• The change in calanus is bad news for early life stages of cod,
which have as preferred food, and is thus negative for
recruitment.
Including spatial population structure helps detect
effects of climate on population dynamics
Stocks, i.e. management units, need not be real biological units
(populations) but may consist of distinct spawning units with low
levels of inter-mixing
Spatial population structure is increasingly recognized in marine
fishes: e.g., cod, yellowtail flounder, herring
Climate effects are expected to be more difficult to detect if
spatial structure is unaccounted for
Example from current research on Skagerrak coastal cod
(using beach seine data on 0-group)
Larval SST
Estimated mean and 95% Credible
Intervals for β.sst:
β.sst
With population structure
Lauren Rogers, CEES UiO
Larval SST
Estimated mean and 95% Credible
Intervals for β.sst:
β.sst
Ignoring population structure!
With population structure
Lauren Rogers, CEES UiO
Temperature effect appears weaker and becomes
harder to detect if we ignore population structure.
Image: Glynn Gorick for ICES
WG Cod and Climate Change
Thanks, that’s all

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Scientific talk on effects of climate variation and young fish

  • 1. Effects of climate variation on young fish Geir Ottersen Nordic Climate-Fish 2nd Conference: “Latitudinal changes in marine resources, exploitation and society within the Nordic and adjacent Seas” 15-17 August 2012 in Risør, Norway  general ideas about climate effects on marine ecosystems  variations in temperature-zooplankton-North Sea cod  spatial population structure and detecting climate effects
  • 2. How Does Climate Affect Fish? Prey Modified from slide by Ken Drinkwater, IMR Disease Physiological Effects •Metabolic processes •Growth Recruitment Distribution and migration Predators
  • 3. Single climate event causes shift in ecological state Linear climate signal causes shift in ecological state when climate threshold passed. Linear ecological response to climate signal Climate Time Ecological Response Ecological response to climate signal Ottersen, Stenseth, Hurrell 2004 Climate fluctuations…. Oxford Univ. Press
  • 4. Linear ecological response to climate signal 10 12 14 16 18 20 22 1950 1960 1970 1980 1990 2000 Ln(Recruitment) Cod at West Greenland Recruitment 8 9 10 1950 1960 1970 1980 1990 2000 SST Year Temperature Stein and Borovkov
  • 5. Climate induced crash in Peruvian anchovy stock Human and Single climate event causes shift in ecological state El Niño:
  • 6. Increasing sea temperatures M. Llope, Instituto Espanol de Oceanografia Cadiz Variations in temperature-zooplankton-North Sea cod M. Edwards, SAHFOS (2008) Changes in plankton composition May this gradual change cause a shift in ecological state when threshold passed?
  • 7. Higher temperatures leading to an increase in the abundance of phytoplankton earlier in the year has changed the food web structure through competitive exclusion of holozooplankton by meroplankton (i.e., less organisms that are planktonic for their entire life cycle, more that are planktonic only during larval stages, thereafter benthic). The result is significantly diminished transfer of energy towards top pelagic predators (e.g. fish) and increased transfer to the benthos. Shift in transfer of energy from pelagic fish to benthos ICES STATUS REPORT ON CLIMATE CHANGE IN THE NORTH ATLANTIC (eds. P.C. Reid and L. Valdes) September 2011
  • 8. 0 500 1000 1500 2000 1963 1968 1973 1978 1983 1988 1993 1998 2003 2008 Recruitmentinmillions Recruitment (age 1) North Sea cod G. Dingsør, G. Ottersen et al. In prep Increasing ambient temperatures for cod IBTS Q1 Mean temperature in region Age-2 ambient temperature Age-4 ambient temperature ICES
  • 9. Switch from C. finmarchicus (prefered food of larval cod) towards C. helgolandicus in the North Sea Edwards et al. 2011. Ecological Status Report, SAHFOS, UK Calanus finmarchicus female Calanus helgolandicus female
  • 10. Monitoring of plankton at station in the Skagerrak, off Arendal: Sampling of zooplankton: 2 times per month since 1994 WP2 vertical net tows (180µm), 50 – 0 m Samples recently reanalysed for identification of C. fin and C. hel Aims: - To describe the seasonal and interannual variation in relative proportions of the two species. - Reveal possible causes for the observed variations. T. Falkenhaug, E. Bagøien, C. Broms, IMR work in prep. Switch from C. finmarchicus towards C. helgolandicus in the Skagerrak
  • 11. Seasonal and interannual variations in ratio of C. finmarchicus/ C. helgolandicus 1= 100% C. finmarchicus (blue) 0=100% C. helgolandicus (red) Month Year The period of C. helgolandicus dominance (ratio>0.5) has appeared earlier in the season in recent years (2004-2008). CVI females T. Falkenhaug, E. Bagøien, C. Broms, IMR work in prep.
  • 12. 0 50 100 150 200 250 300 200400600800
  • 13. Conclusions • occur in high abundance in spring, while peaks later in the season at lower abundances. • The seasonal increase in temperature triggers a shift from a system dominated by to a system dominated by This shift occurs in June, at ~13 ºC. • Higher temperatures, earlier in the season will trigger earlier shifts from to • The stock-recruitment relationship of North Sea cod is not stationary, its shape depends on food (zooplankton) availability and sea temperature • The change in calanus is bad news for early life stages of cod, which have as preferred food, and is thus negative for recruitment.
  • 14. Including spatial population structure helps detect effects of climate on population dynamics Stocks, i.e. management units, need not be real biological units (populations) but may consist of distinct spawning units with low levels of inter-mixing Spatial population structure is increasingly recognized in marine fishes: e.g., cod, yellowtail flounder, herring Climate effects are expected to be more difficult to detect if spatial structure is unaccounted for
  • 15. Example from current research on Skagerrak coastal cod (using beach seine data on 0-group) Larval SST Estimated mean and 95% Credible Intervals for β.sst: β.sst With population structure Lauren Rogers, CEES UiO
  • 16. Larval SST Estimated mean and 95% Credible Intervals for β.sst: β.sst Ignoring population structure! With population structure Lauren Rogers, CEES UiO Temperature effect appears weaker and becomes harder to detect if we ignore population structure.
  • 17. Image: Glynn Gorick for ICES WG Cod and Climate Change Thanks, that’s all