SlideShare a Scribd company logo
1 of 23
Download to read offline
Centre for Ecological and
Evolutionary Synthesis
ICES/NAFO Decadal Symposium Santander, Spain May 12th 2011
The serial recruitment failure to North Sea fish
stocks during the 2000s, is climate to blame?
Geir Ottersen
E. M. Olsen, T. Falkenhaug, P. Licandro, M. Llope
and others in the RECNOR team
Serial recruitment failure
Sandeel Norway pout
Herring Cod
Increasing sea temperatures
M. Llope
Cod
G. Dingsør, G. Ottersen et al. In prep
Herring
Increasing ambient temperatures IBTS Q1
Switch from C finmarchicus
-> C helgolandicus
G. BeaugrandM. Edwards (2008)
Monitoring of plankton at station in the Skagerrak:
Sampling of zooplankton: 2 times per month since 1994
WP2 vertical net tows (180µm), 50 – 0 m
Dynamics of C. finmarchicus (prefered food of larval cod)
and C. helgolandicus co-occuring in the Skagerrak
Calanus finmarchicus
female
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 work in prep.
Calanus helgolandicus
female
0
2000
4000
6000
8000
10000
12000
14000
16000
18000
20000
27.01.2005
08.03.2005
19.04.2005
01.06.2005
13.07.2005
13.09.2005
26.10.2005
14.12.2005
12.02.2006
31.03.2006
15.05.2006
01.07.2006
31.08.2006
09.10.2006
07.12.2006
06.02.2007
19.03.2007
03.05.2007
18.06.2007
07.08.2007
18.09.2007
03.11.2007
08.01.2008
04.03.2008
07.04.2008
14.05.2008
27.07.2008
13.09.2008
04.11.2008
16.12.2008
Chel
Cfin
Calanus CV-VI
spring
autumn
2005 2006 2007 2008Numbers/m2
•Seasonal variation: >80% C. finmarchicus in spring (Jan-June);
>80% C. helgolandicus in autumn (July-November)
•Interannual variations: The relative proportion of the two species differs
between years: ”finmarchicus years” and ”helgolandicus years”
Long term changes 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
Conclusions calanus fin vs cal helg
• C. finmarchicus occur in high abundance in spring, while C.
helgolandicus peaks later in the season at lower abundances.
• The annual temperature regime in this region (2-20 ºC) allows
both species to co-occur, but are seasonally separated
through their different temperature optima (niche separation).
• The seasonal increase in temperature triggers a shift from a
system dominated by C. finmarchicus to a system dominated
by C. helgolandcus. This shift occurs in June, at ~13 ºC.
• Higher temperatures, earlier in the season will trigger earlier
shifts from C.fin to C.hel.
• This is bad news for early life stages of cod, which have
Cal.fin. as preferred food.
• Year class strength determined from pelagic larval
to juvenile stage (1th winter)
• Low survival through this stage recent years
• YCS of 0-ringers and 1-ringers negative correlated
with bottom temperatures
Nash & Dickey-Collas 2005
North Sea Herring
The reduced herring larval survival does not
appear to be due to the fishery, maybe it is related
to changes in the plankton food of herring larvae?
Payne et al. 2009
Since 2001
- Decrease of biomass of small (< 2mm) plankton size
fraction, i.e., the prey of the herring larvae
- Increase of biomass of mesozooplankton > 2mm), i.e.,
potential competitors and predators of herring larvae
Licandro et al. In prep.
Are recent planton changes of significance to herring larvae?
A combined effect of predation (top-down) and
competition for food (bottom-up) could be a possible
cause of the low survival rate of herring larvae
Enhancing stock-recruitment models for North Sea cod
by including climate and zooplankton
Modelling the Spawning Stock-Recruitment
relationship for North Sea cod by a linear relation?
?
?
Modelling the Spawning Stock-Recruitment
relationship for North Sea cod by a Ricker type relation??
Modelling the Spawning Stock-Recruitment
relationship for North Sea cod by a Beverton-Holt type relation??
Model Structure
1 log(R/S) = a + log(exp(-b•S))  log(R)-log(S)=a-bS
2 log(R/S) = a – log(1 + exp(c)•S/maxS)
3 log(R/S = a + log(exp(-b•S)•(1-Z) + 1/(1 + exp(c)•S/maxS)•Z)
4 log(R/S) = a – (a1•T) + log(exp(-b·S)•(1-Z) + 1/(1 + exp(c)•S/maxS)•Z)
1 Traditional Ricker model (overcompensation)
2 Traditional Beverton-Holt model
3 Combined Ricker-Beverton-Holt model including a Z effect only
4 Combined Ricker-Beverton-Holt model including Z and T effects
A-priori set of stock (S) and recruitment (R) models
In combined models Ricker term dominate at low food levels, B-H at higher
Enhancing the S-R relation by including environmental
effects in a combined Beverton-Holt and Ricker model
Model 4 best model as selected by the Akaike Information Criteria (AIC)
0 50 100 150 200 250 300
200400600800
Conclusions
stock-recruitment models for North Sea cod
Our results suggest that the stock-recruitment relationship of North Sea
cod is not stationary, but that its shape depends on environmental
conditions, i.e food (zooplankton) availability and sea temperature
A full recovery of North Sea cod is not to be expected until the
environment – both food availability and temperature - becomes more
favourable
The future: Effects of climate change on the
survival of larval cod (estimated by models)
Trond Kristiansen (IMR) and others
North Sea
Lofoten
Projected temperature development (value today=0.0)
North Sea
Lofoten
Predicted survival rate in Lofoten
(distinct increase)
Predicted survival rate in the North Sea
(weak decrease)
Thanks, that’s all!

More Related Content

What's hot

Centennial-scale Holocene climate variations amplified by Antarctic Ice Sheet...
Centennial-scale Holocene climate variations amplified by Antarctic Ice Sheet...Centennial-scale Holocene climate variations amplified by Antarctic Ice Sheet...
Centennial-scale Holocene climate variations amplified by Antarctic Ice Sheet...Andreas Schmittner
 
Bio.Sc. 2 Ecology
Bio.Sc. 2 Ecology Bio.Sc. 2 Ecology
Bio.Sc. 2 Ecology mhariandithz
 
Yanai iufro subplenary
Yanai iufro subplenaryYanai iufro subplenary
Yanai iufro subplenarymelnhe
 
Habitat Model of Himanthalia elongata: responses to a warming climate
Habitat Model of Himanthalia elongata: responses to a warming climateHabitat Model of Himanthalia elongata: responses to a warming climate
Habitat Model of Himanthalia elongata: responses to a warming climateBanco Español de Algas
 
Dr. Jack Morgan - Grazinglands and Global Climate Change: What is the Science...
Dr. Jack Morgan - Grazinglands and Global Climate Change: What is the Science...Dr. Jack Morgan - Grazinglands and Global Climate Change: What is the Science...
Dr. Jack Morgan - Grazinglands and Global Climate Change: What is the Science...John Blue
 
Absent rings are rare in Northern Hemisphere forests outside the American Sou...
Absent rings are rare in Northern Hemisphere forests outside the American Sou...Absent rings are rare in Northern Hemisphere forests outside the American Sou...
Absent rings are rare in Northern Hemisphere forests outside the American Sou...Scott St. George
 
Treating Subsurface Drainage Discharges with Denitrifying Bioreactors_geohring
Treating Subsurface Drainage Discharges with Denitrifying Bioreactors_geohringTreating Subsurface Drainage Discharges with Denitrifying Bioreactors_geohring
Treating Subsurface Drainage Discharges with Denitrifying Bioreactors_geohringSoil and Water Conservation Society
 
ÖNCEL AKADEMİ: ENVIRONMENTAL GEOPHYSICS
ÖNCEL AKADEMİ: ENVIRONMENTAL GEOPHYSICSÖNCEL AKADEMİ: ENVIRONMENTAL GEOPHYSICS
ÖNCEL AKADEMİ: ENVIRONMENTAL GEOPHYSICSAli Osman Öncel
 
BC3 Seminars: "Global past climate changes and their regional impact", Prof. ...
BC3 Seminars: "Global past climate changes and their regional impact", Prof. ...BC3 Seminars: "Global past climate changes and their regional impact", Prof. ...
BC3 Seminars: "Global past climate changes and their regional impact", Prof. ...BC3 - Basque Center for Climate Change
 
Pondering the (Near) Future: Climate Change and the Genetics of Plant Migrati...
Pondering the (Near) Future: Climate Change and the Genetics of Plant Migrati...Pondering the (Near) Future: Climate Change and the Genetics of Plant Migrati...
Pondering the (Near) Future: Climate Change and the Genetics of Plant Migrati...nycparksnmd
 

What's hot (20)

Centennial-scale Holocene climate variations amplified by Antarctic Ice Sheet...
Centennial-scale Holocene climate variations amplified by Antarctic Ice Sheet...Centennial-scale Holocene climate variations amplified by Antarctic Ice Sheet...
Centennial-scale Holocene climate variations amplified by Antarctic Ice Sheet...
 
Survey Notes September 2010
Survey Notes September 2010Survey Notes September 2010
Survey Notes September 2010
 
NMT SRS abstract
NMT SRS abstractNMT SRS abstract
NMT SRS abstract
 
Bio.Sc. 2 Ecology
Bio.Sc. 2 Ecology Bio.Sc. 2 Ecology
Bio.Sc. 2 Ecology
 
Yanai iufro subplenary
Yanai iufro subplenaryYanai iufro subplenary
Yanai iufro subplenary
 
Habitat Model of Himanthalia elongata: responses to a warming climate
Habitat Model of Himanthalia elongata: responses to a warming climateHabitat Model of Himanthalia elongata: responses to a warming climate
Habitat Model of Himanthalia elongata: responses to a warming climate
 
Dr. Jack Morgan - Grazinglands and Global Climate Change: What is the Science...
Dr. Jack Morgan - Grazinglands and Global Climate Change: What is the Science...Dr. Jack Morgan - Grazinglands and Global Climate Change: What is the Science...
Dr. Jack Morgan - Grazinglands and Global Climate Change: What is the Science...
 
Volcanoes, Plankton and Salmon - Cohen Commission Excerpt
Volcanoes, Plankton and Salmon - Cohen Commission ExcerptVolcanoes, Plankton and Salmon - Cohen Commission Excerpt
Volcanoes, Plankton and Salmon - Cohen Commission Excerpt
 
Absent rings are rare in Northern Hemisphere forests outside the American Sou...
Absent rings are rare in Northern Hemisphere forests outside the American Sou...Absent rings are rare in Northern Hemisphere forests outside the American Sou...
Absent rings are rare in Northern Hemisphere forests outside the American Sou...
 
Treating Subsurface Drainage Discharges with Denitrifying Bioreactors_geohring
Treating Subsurface Drainage Discharges with Denitrifying Bioreactors_geohringTreating Subsurface Drainage Discharges with Denitrifying Bioreactors_geohring
Treating Subsurface Drainage Discharges with Denitrifying Bioreactors_geohring
 
Improving the quantification of agriculture emissions in low-income countries...
Improving the quantification of agriculture emissions in low-income countries...Improving the quantification of agriculture emissions in low-income countries...
Improving the quantification of agriculture emissions in low-income countries...
 
ÖNCEL AKADEMİ: ENVIRONMENTAL GEOPHYSICS
ÖNCEL AKADEMİ: ENVIRONMENTAL GEOPHYSICSÖNCEL AKADEMİ: ENVIRONMENTAL GEOPHYSICS
ÖNCEL AKADEMİ: ENVIRONMENTAL GEOPHYSICS
 
GEOG_362_FINAL
GEOG_362_FINALGEOG_362_FINAL
GEOG_362_FINAL
 
BC3 Seminars: "Global past climate changes and their regional impact", Prof. ...
BC3 Seminars: "Global past climate changes and their regional impact", Prof. ...BC3 Seminars: "Global past climate changes and their regional impact", Prof. ...
BC3 Seminars: "Global past climate changes and their regional impact", Prof. ...
 
Lee Frelich's "Climate Change & Forests" Presentation
Lee Frelich's  "Climate Change & Forests" PresentationLee Frelich's  "Climate Change & Forests" Presentation
Lee Frelich's "Climate Change & Forests" Presentation
 
Pondering the (Near) Future: Climate Change and the Genetics of Plant Migrati...
Pondering the (Near) Future: Climate Change and the Genetics of Plant Migrati...Pondering the (Near) Future: Climate Change and the Genetics of Plant Migrati...
Pondering the (Near) Future: Climate Change and the Genetics of Plant Migrati...
 
Consequences Of Stand Age And Structure On Forest Water Yield
Consequences Of Stand Age And Structure On Forest Water YieldConsequences Of Stand Age And Structure On Forest Water Yield
Consequences Of Stand Age And Structure On Forest Water Yield
 
Global warming
Global warmingGlobal warming
Global warming
 
SeniorResearch
SeniorResearchSeniorResearch
SeniorResearch
 
1.Janette Ward
1.Janette Ward1.Janette Ward
1.Janette Ward
 

Similar to Scientific presentation on the North sea fish recruitment failure

Changing climate, sea ice, and lower trophic biology in the eastern Bering Se...
Changing climate, sea ice, and lower trophic biology in the eastern Bering Se...Changing climate, sea ice, and lower trophic biology in the eastern Bering Se...
Changing climate, sea ice, and lower trophic biology in the eastern Bering Se...riseagrant
 
2022 Spring SRS Slides 3.pptx
2022 Spring SRS Slides 3.pptx2022 Spring SRS Slides 3.pptx
2022 Spring SRS Slides 3.pptxKathrynBrinegar
 
Microfossil importance in temparature 13
Microfossil importance in temparature 13Microfossil importance in temparature 13
Microfossil importance in temparature 13Bibek Chatterjee
 
11.[8 17]length-weight relationships of some important estuarine fish species...
11.[8 17]length-weight relationships of some important estuarine fish species...11.[8 17]length-weight relationships of some important estuarine fish species...
11.[8 17]length-weight relationships of some important estuarine fish species...Alexander Decker
 
The Hydrology of high Arctic Lakes and Climate
The Hydrology of high Arctic Lakes and ClimateThe Hydrology of high Arctic Lakes and Climate
The Hydrology of high Arctic Lakes and Climatechris benston
 
Badlands National Park Isotopic Record of Climate Change Across the Eocene-Ol...
Badlands National Park Isotopic Record of Climate Change Across the Eocene-Ol...Badlands National Park Isotopic Record of Climate Change Across the Eocene-Ol...
Badlands National Park Isotopic Record of Climate Change Across the Eocene-Ol...Michelle Mullin
 
2013 03 fish in the severn estuary - richard seaby
2013   03 fish in the severn estuary - richard seaby2013   03 fish in the severn estuary - richard seaby
2013 03 fish in the severn estuary - richard seabySevernEstuary
 
05S3WOR_CParmesan_0723.pdf
05S3WOR_CParmesan_0723.pdf05S3WOR_CParmesan_0723.pdf
05S3WOR_CParmesan_0723.pdfDipeshPandey14
 
Jones and Berkelmens 2010 paper discussion
Jones and Berkelmens 2010 paper discussionJones and Berkelmens 2010 paper discussion
Jones and Berkelmens 2010 paper discussionLoretta Roberson
 
PILOT, COMMERCIAL SCALE, CULTIVATION OF ULVA AND GRACILARIA ON AN ABALONE FAR...
PILOT, COMMERCIAL SCALE, CULTIVATION OF ULVA AND GRACILARIA ON AN ABALONE FAR...PILOT, COMMERCIAL SCALE, CULTIVATION OF ULVA AND GRACILARIA ON AN ABALONE FAR...
PILOT, COMMERCIAL SCALE, CULTIVATION OF ULVA AND GRACILARIA ON AN ABALONE FAR...Deborah Robertson-Andersson
 
Global Climate Change Effects on the Mid-Continent
Global Climate Change Effects on the Mid-ContinentGlobal Climate Change Effects on the Mid-Continent
Global Climate Change Effects on the Mid-ContinentMichelle Mullin
 
Condition index, meat yield and population structure of the
Condition index, meat yield and population structure of theCondition index, meat yield and population structure of the
Condition index, meat yield and population structure of theAlexander Decker
 
ESYS Symposium Poster
ESYS Symposium Poster ESYS Symposium Poster
ESYS Symposium Poster Sara Winter
 
Climate change impact on seaweed meadow distribution in the North Atlantic ro...
Climate change impact on seaweed meadow distribution in the North Atlantic ro...Climate change impact on seaweed meadow distribution in the North Atlantic ro...
Climate change impact on seaweed meadow distribution in the North Atlantic ro...Alexander Jueterbock
 

Similar to Scientific presentation on the North sea fish recruitment failure (20)

Scientific talk on effects of climate variation and young fish
Scientific talk on effects of climate variation and young fishScientific talk on effects of climate variation and young fish
Scientific talk on effects of climate variation and young fish
 
Spawning stock and recruitment relationship in North Sea cod shaped by food a...
Spawning stock and recruitment relationship in North Sea cod shaped by food a...Spawning stock and recruitment relationship in North Sea cod shaped by food a...
Spawning stock and recruitment relationship in North Sea cod shaped by food a...
 
Changing climate, sea ice, and lower trophic biology in the eastern Bering Se...
Changing climate, sea ice, and lower trophic biology in the eastern Bering Se...Changing climate, sea ice, and lower trophic biology in the eastern Bering Se...
Changing climate, sea ice, and lower trophic biology in the eastern Bering Se...
 
2022 Spring SRS Slides 3.pptx
2022 Spring SRS Slides 3.pptx2022 Spring SRS Slides 3.pptx
2022 Spring SRS Slides 3.pptx
 
Microfossil importance in temparature 13
Microfossil importance in temparature 13Microfossil importance in temparature 13
Microfossil importance in temparature 13
 
WADDEN SEA group 3
WADDEN SEA group 3  WADDEN SEA group 3
WADDEN SEA group 3
 
11.[8 17]length-weight relationships of some important estuarine fish species...
11.[8 17]length-weight relationships of some important estuarine fish species...11.[8 17]length-weight relationships of some important estuarine fish species...
11.[8 17]length-weight relationships of some important estuarine fish species...
 
The Hydrology of high Arctic Lakes and Climate
The Hydrology of high Arctic Lakes and ClimateThe Hydrology of high Arctic Lakes and Climate
The Hydrology of high Arctic Lakes and Climate
 
Badlands National Park Isotopic Record of Climate Change Across the Eocene-Ol...
Badlands National Park Isotopic Record of Climate Change Across the Eocene-Ol...Badlands National Park Isotopic Record of Climate Change Across the Eocene-Ol...
Badlands National Park Isotopic Record of Climate Change Across the Eocene-Ol...
 
2013 03 fish in the severn estuary - richard seaby
2013   03 fish in the severn estuary - richard seaby2013   03 fish in the severn estuary - richard seaby
2013 03 fish in the severn estuary - richard seaby
 
05S3WOR_CParmesan_0723.pdf
05S3WOR_CParmesan_0723.pdf05S3WOR_CParmesan_0723.pdf
05S3WOR_CParmesan_0723.pdf
 
Global Warming
Global WarmingGlobal Warming
Global Warming
 
Jones and Berkelmens 2010 paper discussion
Jones and Berkelmens 2010 paper discussionJones and Berkelmens 2010 paper discussion
Jones and Berkelmens 2010 paper discussion
 
PILOT, COMMERCIAL SCALE, CULTIVATION OF ULVA AND GRACILARIA ON AN ABALONE FAR...
PILOT, COMMERCIAL SCALE, CULTIVATION OF ULVA AND GRACILARIA ON AN ABALONE FAR...PILOT, COMMERCIAL SCALE, CULTIVATION OF ULVA AND GRACILARIA ON AN ABALONE FAR...
PILOT, COMMERCIAL SCALE, CULTIVATION OF ULVA AND GRACILARIA ON AN ABALONE FAR...
 
Global Climate Change Effects on the Mid-Continent
Global Climate Change Effects on the Mid-ContinentGlobal Climate Change Effects on the Mid-Continent
Global Climate Change Effects on the Mid-Continent
 
ISC2010
ISC2010ISC2010
ISC2010
 
Condition index, meat yield and population structure of the
Condition index, meat yield and population structure of theCondition index, meat yield and population structure of the
Condition index, meat yield and population structure of the
 
2013_098-eng
2013_098-eng2013_098-eng
2013_098-eng
 
ESYS Symposium Poster
ESYS Symposium Poster ESYS Symposium Poster
ESYS Symposium Poster
 
Climate change impact on seaweed meadow distribution in the North Atlantic ro...
Climate change impact on seaweed meadow distribution in the North Atlantic ro...Climate change impact on seaweed meadow distribution in the North Atlantic ro...
Climate change impact on seaweed meadow distribution in the North Atlantic ro...
 

Recently uploaded

Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 

Recently uploaded (20)

Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 

Scientific presentation on the North sea fish recruitment failure

  • 1. Centre for Ecological and Evolutionary Synthesis ICES/NAFO Decadal Symposium Santander, Spain May 12th 2011 The serial recruitment failure to North Sea fish stocks during the 2000s, is climate to blame? Geir Ottersen E. M. Olsen, T. Falkenhaug, P. Licandro, M. Llope and others in the RECNOR team
  • 2. Serial recruitment failure Sandeel Norway pout Herring Cod
  • 3. Increasing sea temperatures M. Llope Cod G. Dingsør, G. Ottersen et al. In prep Herring Increasing ambient temperatures IBTS Q1
  • 4. Switch from C finmarchicus -> C helgolandicus G. BeaugrandM. Edwards (2008)
  • 5. Monitoring of plankton at station in the Skagerrak: Sampling of zooplankton: 2 times per month since 1994 WP2 vertical net tows (180µm), 50 – 0 m Dynamics of C. finmarchicus (prefered food of larval cod) and C. helgolandicus co-occuring in the Skagerrak Calanus finmarchicus female 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 work in prep. Calanus helgolandicus female
  • 7. Long term changes 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
  • 8. Conclusions calanus fin vs cal helg • C. finmarchicus occur in high abundance in spring, while C. helgolandicus peaks later in the season at lower abundances. • The annual temperature regime in this region (2-20 ºC) allows both species to co-occur, but are seasonally separated through their different temperature optima (niche separation). • The seasonal increase in temperature triggers a shift from a system dominated by C. finmarchicus to a system dominated by C. helgolandcus. This shift occurs in June, at ~13 ºC. • Higher temperatures, earlier in the season will trigger earlier shifts from C.fin to C.hel. • This is bad news for early life stages of cod, which have Cal.fin. as preferred food.
  • 9. • Year class strength determined from pelagic larval to juvenile stage (1th winter) • Low survival through this stage recent years • YCS of 0-ringers and 1-ringers negative correlated with bottom temperatures Nash & Dickey-Collas 2005 North Sea Herring The reduced herring larval survival does not appear to be due to the fishery, maybe it is related to changes in the plankton food of herring larvae? Payne et al. 2009
  • 10. Since 2001 - Decrease of biomass of small (< 2mm) plankton size fraction, i.e., the prey of the herring larvae - Increase of biomass of mesozooplankton > 2mm), i.e., potential competitors and predators of herring larvae Licandro et al. In prep. Are recent planton changes of significance to herring larvae? A combined effect of predation (top-down) and competition for food (bottom-up) could be a possible cause of the low survival rate of herring larvae
  • 11. Enhancing stock-recruitment models for North Sea cod by including climate and zooplankton
  • 12. Modelling the Spawning Stock-Recruitment relationship for North Sea cod by a linear relation? ? ?
  • 13. Modelling the Spawning Stock-Recruitment relationship for North Sea cod by a Ricker type relation??
  • 14. Modelling the Spawning Stock-Recruitment relationship for North Sea cod by a Beverton-Holt type relation??
  • 15. Model Structure 1 log(R/S) = a + log(exp(-b•S))  log(R)-log(S)=a-bS 2 log(R/S) = a – log(1 + exp(c)•S/maxS) 3 log(R/S = a + log(exp(-b•S)•(1-Z) + 1/(1 + exp(c)•S/maxS)•Z) 4 log(R/S) = a – (a1•T) + log(exp(-b·S)•(1-Z) + 1/(1 + exp(c)•S/maxS)•Z) 1 Traditional Ricker model (overcompensation) 2 Traditional Beverton-Holt model 3 Combined Ricker-Beverton-Holt model including a Z effect only 4 Combined Ricker-Beverton-Holt model including Z and T effects A-priori set of stock (S) and recruitment (R) models In combined models Ricker term dominate at low food levels, B-H at higher Enhancing the S-R relation by including environmental effects in a combined Beverton-Holt and Ricker model Model 4 best model as selected by the Akaike Information Criteria (AIC)
  • 16. 0 50 100 150 200 250 300 200400600800
  • 17. Conclusions stock-recruitment models for North Sea cod Our results suggest that the stock-recruitment relationship of North Sea cod is not stationary, but that its shape depends on environmental conditions, i.e food (zooplankton) availability and sea temperature A full recovery of North Sea cod is not to be expected until the environment – both food availability and temperature - becomes more favourable
  • 18. The future: Effects of climate change on the survival of larval cod (estimated by models) Trond Kristiansen (IMR) and others North Sea Lofoten
  • 19. Projected temperature development (value today=0.0) North Sea Lofoten
  • 20. Predicted survival rate in Lofoten (distinct increase)
  • 21. Predicted survival rate in the North Sea (weak decrease)
  • 22.