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Climate change
Selection and local adaptation on the rocky shore
Jüterbock A. Coyer J.A. Kollias S.
Olsen J.L. Fernandes J. Hoarau G.
Alexander.Juterbock@uin.no
1st
Joint Congress on Evolutionary Biology,
Ottawa 2012
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 1 / 14
Introduction
Human impact on marine ecosystems
IC
[Halpern et al., 2010; Science]
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 2 / 14
Introduction
Recent warming in the North Atlantic
Shift of the 15℃ isotherm
330 km north
1985 2000
[McMahon & Hays, 2006; Global Change Biol.]
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 3 / 14
Introduction
Main objective
Climate change impact on
North Atlantic rocky shores?
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 4 / 14
Introduction
Fucus serratus, habitat-provisioning
on North Atlantic rocky shores
2200
IPCC scenario (A1B) projection
2000
thermal range (10℃ summer to 15℃ winter isotherm)
current distribution
[Fredriksen et al., 2005; Mar. Biol. Res.],
algal frond: [Køie et al., 2001; Der große Kosmos Strandführer].
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 5 / 14
Introduction
Fucus serratus, habitat-provisioning
on North Atlantic rocky shores
2200
IPCC scenario (A1B) projection
2000
thermal range (10℃ summer to 15℃ winter isotherm)
current distribution
[Fredriksen et al., 2005; Mar. Biol. Res.],
algal frond: [Køie et al., 2001; Der große Kosmos Strandführer].
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 5 / 14
Introduction
Recent changes in southern edge
populations of F. serratus
1999
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 6 / 14
Introduction
Recent changes in southern edge
populations of F. serratus
1999
2010
90% abundance decline
Reduced reproductive
capacity
[Viejo et al., 2011; Ecography]
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 6 / 14
Introduction
Recent changes in southern edge
populations of F. serratus
1999
2010
90% abundance decline
Reduced reproductive
capacity
[Viejo et al., 2011; Ecography]
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 6 / 14
Objectives
Specific aims
Local adaptation?
Climate change beyond thermal tolerance?
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 7 / 14
Objectives
Specific aims
Local adaptation?
Climate change beyond thermal tolerance?
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 7 / 14
Objectives
Specific aims
Local adaptation?
Climate change beyond thermal tolerance?
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 7 / 14
Heat-stress experiments
Sampling sites of
algae in 2011
Norway
Denmark
France
Spain
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 8 / 14
Heat-stress experiments
Experimental setup
Acclimatization for >4 weeks
9℃
16:8 h light:dark cycle
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 9 / 14
Heat-stress experiments
Experimental setup
Common-garden heat-stress experiments
Heat-stress
6 ind./pop.
20℃–36℃
1h Stress 24h Recovery
T (°C)
Time
Measurements
Photosynthetic response: Fluorometer
Change in performance
Transcriptomic response: real-time PCR
HSP70 Repair: Protein refolding, degradation
HSP90 Repair: Protein refolding, degradation
sHSP Protection: protein stabilization
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 9 / 14
Heat-stress experiments
Experimental setup
Common-garden heat-stress experiments
Heat-stress
6 ind./pop.
20℃–36℃
1h Stress 24h Recovery
T (°C)
Time
Measurements
Photosynthetic response: Fluorometer
Change in performance
Transcriptomic response: real-time PCR
HSP70 Repair: Protein refolding, degradation
HSP90 Repair: Protein refolding, degradation
sHSP Protection: protein stabilization
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 9 / 14
Heat-stress experiments
Experimental setup
Common-garden heat-stress experiments
Heat-stress
6 ind./pop.
20℃–36℃
1h Stress 24h Recovery
T (°C)
Time
Measurements
Photosynthetic response: Fluorometer
Change in performance
Transcriptomic response: real-time PCR
HSP70 Repair: Protein refolding, degradation
HSP90 Repair: Protein refolding, degradation
sHSP Protection: protein stabilization
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 9 / 14
Heat-stress experiments
Photosynthetic response
0 4 8 12 16 20 24 28 32 36 ℃
Tested temperature range
Norway
Denmark
France
Spain
stress without recovery
stress with recovery
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
Heat-stress experiments
Photosynthetic response
0 4 8 12 16 20 24 28 32 36 ℃
Tested temperature range
Norway
Denmark
France
Spain
stress without recovery
stress with recovery
Local adaptation
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
Heat-stress experiments
Photosynthetic response
0 4 8 12 16 20 24 28 32 36 ℃
Tested temperature range
Thermal range in 2000
Norway
Denmark
France
Spain
stress without recovery
stress with recovery
Local adaptation
sst mean
sst range
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
Heat-stress experiments
Photosynthetic response
0 4 8 12 16 20 24 28 32 36 ℃
Tested temperature range
Thermal range in 2000
Norway
Denmark
France
Spain
stress without recovery
stress with recovery
Local adaptation
broadest thermal range highest tolerance limit
sst mean
sst range
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
Heat-stress experiments
Photosynthetic response
0 4 8 12 16 20 24 28 32 36 ℃
Tested temperature range
Norway
Denmark
France
Spain
stress without recovery
stress with recovery
Thermal range in 2200
sst mean
sst range
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
Heat-stress experiments
Photosynthetic response
0 4 8 12 16 20 24 28 32 36 ℃
Tested temperature range
Norway
Denmark
France
Spain
stress without recovery
stress with recovery
Thermal range in 2200
Stress
sst mean
sst range
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
Heat-stress experiments
Photosynthetic response
0 4 8 12 16 20 24 28 32 36 ℃
Tested temperature range
Norway
Denmark
France
Spain
stress without recovery
stress with recovery
Thermal range in 2200
Stress
Stress limit reached at the southern range
sst mean
sst range
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
Heat-stress experiments
Transcriptomic response
HSP expression at 28℃
Norway
France
Spain
HSP 70
HSP 90
sHSP
* *
*: p 0.05
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 11 / 14
Heat-stress experiments
Transcriptomic response
HSP expression at 28℃
Norway
France
Spain
HSP 70
HSP 90
sHSP
* *
*: p 0.05
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 11 / 14
Heat-stress experiments
Transcriptomic response
HSP expression at 28℃
Norway
France
Spain
HSP 70
HSP 90
sHSP
* *
*: p 0.05
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 11 / 14
Heat-stress experiments
Transcriptomic response
HSP expression at 28℃
Norway
France
Spain
HSP 70
HSP 90
sHSP
* *
*: p 0.05
Spain: Adaptation to
heat-stress?
contradicts
[Pearson et al., 2009; Jour. Ecol.]
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 11 / 14
Conclusions
Conclusions
Final outcome
Local adaptation?
Yes. Photosynthetic response: related to temperature
variability
No. Transcriptomic response: Local adaptation in Spain
Climate change beyond thermal tolerance?
Yes. Photosynthetic response: at the southern range.
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 12 / 14
Conclusions
Conclusions
Final outcome
Local adaptation?
Yes. Photosynthetic response: related to temperature
variability
No. Transcriptomic response: Local adaptation in Spain
Climate change beyond thermal tolerance?
Yes. Photosynthetic response: at the southern range.
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 12 / 14
Conclusions
Conclusions
Final outcome
Local adaptation?
Yes. Photosynthetic response: related to temperature
variability
No. Transcriptomic response: Local adaptation in Spain
Climate change beyond thermal tolerance?
Yes. Photosynthetic response: at the southern range.
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 12 / 14
Conclusions
Conclusions
Final outcome
Local adaptation?
Yes. Photosynthetic response: related to temperature
variability
No. Transcriptomic response: Local adaptation in Spain
Climate change beyond thermal tolerance?
Yes. Photosynthetic response: at the southern range.
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 12 / 14
Conclusions
Conclusions
Final outcome
Local adaptation?
Yes. Photosynthetic response: related to temperature
variability
No. Transcriptomic response: Local adaptation in Spain
Climate change beyond thermal tolerance?
Yes. Photosynthetic response: at the southern range.
Future plans
Long-term heatwave experiment
Whole-transcriptome response
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 12 / 14
Conclusions
Overall conclusion
Climate change driven
ecosystem shift?
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 13 / 14
Conclusions
Acknowledgments
Irina Smolina
Mark Powell
Renate Fretheim Karlsen
Heidi Klæboe Nilsen
Randi Restad Sjøvik
Frans Allmendingen
Tor Ove Dyping
Bjørnar Eggen
Kaspar Klaudiussen
Steinar Johnson
Morten Krogstad
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 14 / 14
Appendix
5 Appendix
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 1 / 6
Appendix
References I
Fredriksen, S.; Christie, H.; Saethre, B.A. (2005)
Species richness in macroalgae and macrofauna
assemblages on Fucus serratus L. (Phaeophyceae)
and Zostera marina L. (Angiospermae) in Skagerrak,
Norway.
Marine Biology Research 1(1):2–19.
Halpern, B.S.; Walbridge, S.; Selkoe, K.A.; Kappel,
C.V.; Micheli, F.; D’Agrosa, C.; Bruno, J.F.; Casey,
K.S.; Ebert, C.; Fox, H.E. and others (2010)
A global map of human impact on marine ecosystems
Science 319(5856):948–952.
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 2 / 6
Appendix
References II
Hoarau, G.; Coyer, J.A.; Veldsink, J.H.; Stam, W.T.;
Olsen, J.L. (2007)
Glacial refugia and recolonization pathways in the
brown seaweed Fucus serratus
Molecular Ecology 16(17):3606–3616.
Køie, M.; Kristiansen, A.; Weitemeyer, S. (2001)
Der große Kosmos Strandführer.
Kosmos.
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 3 / 6
Appendix
References III
McMahon, C.R. & Hays, G.C. (2006)
Thermal niche, large-scale movements and
implications of climate change for a critically
endangered marine vertebrate.
Global Change Biology 12(7):1330–1338.
Pearson, G.A.; Lago-Leston, A.; Mota, C. (2009)
Frayed at the edges: selective pressure and adaptive
response to abiotic stressors are mismatched in low
diversity edge populations.
Journal of Ecology 97(3):450–462.
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 4 / 6
Appendix
References IV
Phillips, S.J.; Anderson, R.P.; Schapire, R.E. (2006)
Maximum entropy modeling of species geographic
distributions.
Ecological Modelling190(3-4):231–259.
Tyberghein, L.; Verbruggen, H.; Pauly, K.; Troupin,
C.; Mineur, F.; De Clerck, O. (2011)
Bio-ORACLE: a global environmental dataset for
marine species distribution modelling.
Global Ecology and Biogeography.
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 5 / 6
Appendix
References V
Viejo, R.M.; Martínez, B.; Arrontes, J.; Astudillo, C.;
Hernández, L. (2011)
Reproductive patterns in central and marginal
populations of a large brown seaweed: drastic
changes at the southern range limit.
Ecography 34(1):75–84.
Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 6 / 6

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Climate change in the North Atlantic: Selection and local adaptation on the rocky shore

  • 1. Climate change Selection and local adaptation on the rocky shore Jüterbock A. Coyer J.A. Kollias S. Olsen J.L. Fernandes J. Hoarau G. Alexander.Juterbock@uin.no 1st Joint Congress on Evolutionary Biology, Ottawa 2012 Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 1 / 14
  • 2. Introduction Human impact on marine ecosystems IC [Halpern et al., 2010; Science] Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 2 / 14
  • 3. Introduction Recent warming in the North Atlantic Shift of the 15℃ isotherm 330 km north 1985 2000 [McMahon & Hays, 2006; Global Change Biol.] Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 3 / 14
  • 4. Introduction Main objective Climate change impact on North Atlantic rocky shores? Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 4 / 14
  • 5. Introduction Fucus serratus, habitat-provisioning on North Atlantic rocky shores 2200 IPCC scenario (A1B) projection 2000 thermal range (10℃ summer to 15℃ winter isotherm) current distribution [Fredriksen et al., 2005; Mar. Biol. Res.], algal frond: [Køie et al., 2001; Der große Kosmos Strandführer]. Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 5 / 14
  • 6. Introduction Fucus serratus, habitat-provisioning on North Atlantic rocky shores 2200 IPCC scenario (A1B) projection 2000 thermal range (10℃ summer to 15℃ winter isotherm) current distribution [Fredriksen et al., 2005; Mar. Biol. Res.], algal frond: [Køie et al., 2001; Der große Kosmos Strandführer]. Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 5 / 14
  • 7. Introduction Recent changes in southern edge populations of F. serratus 1999 Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 6 / 14
  • 8. Introduction Recent changes in southern edge populations of F. serratus 1999 2010 90% abundance decline Reduced reproductive capacity [Viejo et al., 2011; Ecography] Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 6 / 14
  • 9. Introduction Recent changes in southern edge populations of F. serratus 1999 2010 90% abundance decline Reduced reproductive capacity [Viejo et al., 2011; Ecography] Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 6 / 14
  • 10. Objectives Specific aims Local adaptation? Climate change beyond thermal tolerance? Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 7 / 14
  • 11. Objectives Specific aims Local adaptation? Climate change beyond thermal tolerance? Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 7 / 14
  • 12. Objectives Specific aims Local adaptation? Climate change beyond thermal tolerance? Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 7 / 14
  • 13. Heat-stress experiments Sampling sites of algae in 2011 Norway Denmark France Spain Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 8 / 14
  • 14. Heat-stress experiments Experimental setup Acclimatization for >4 weeks 9℃ 16:8 h light:dark cycle Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 9 / 14
  • 15. Heat-stress experiments Experimental setup Common-garden heat-stress experiments Heat-stress 6 ind./pop. 20℃–36℃ 1h Stress 24h Recovery T (°C) Time Measurements Photosynthetic response: Fluorometer Change in performance Transcriptomic response: real-time PCR HSP70 Repair: Protein refolding, degradation HSP90 Repair: Protein refolding, degradation sHSP Protection: protein stabilization Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 9 / 14
  • 16. Heat-stress experiments Experimental setup Common-garden heat-stress experiments Heat-stress 6 ind./pop. 20℃–36℃ 1h Stress 24h Recovery T (°C) Time Measurements Photosynthetic response: Fluorometer Change in performance Transcriptomic response: real-time PCR HSP70 Repair: Protein refolding, degradation HSP90 Repair: Protein refolding, degradation sHSP Protection: protein stabilization Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 9 / 14
  • 17. Heat-stress experiments Experimental setup Common-garden heat-stress experiments Heat-stress 6 ind./pop. 20℃–36℃ 1h Stress 24h Recovery T (°C) Time Measurements Photosynthetic response: Fluorometer Change in performance Transcriptomic response: real-time PCR HSP70 Repair: Protein refolding, degradation HSP90 Repair: Protein refolding, degradation sHSP Protection: protein stabilization Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 9 / 14
  • 18. Heat-stress experiments Photosynthetic response 0 4 8 12 16 20 24 28 32 36 ℃ Tested temperature range Norway Denmark France Spain stress without recovery stress with recovery Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
  • 19. Heat-stress experiments Photosynthetic response 0 4 8 12 16 20 24 28 32 36 ℃ Tested temperature range Norway Denmark France Spain stress without recovery stress with recovery Local adaptation Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
  • 20. Heat-stress experiments Photosynthetic response 0 4 8 12 16 20 24 28 32 36 ℃ Tested temperature range Thermal range in 2000 Norway Denmark France Spain stress without recovery stress with recovery Local adaptation sst mean sst range Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
  • 21. Heat-stress experiments Photosynthetic response 0 4 8 12 16 20 24 28 32 36 ℃ Tested temperature range Thermal range in 2000 Norway Denmark France Spain stress without recovery stress with recovery Local adaptation broadest thermal range highest tolerance limit sst mean sst range Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
  • 22. Heat-stress experiments Photosynthetic response 0 4 8 12 16 20 24 28 32 36 ℃ Tested temperature range Norway Denmark France Spain stress without recovery stress with recovery Thermal range in 2200 sst mean sst range Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
  • 23. Heat-stress experiments Photosynthetic response 0 4 8 12 16 20 24 28 32 36 ℃ Tested temperature range Norway Denmark France Spain stress without recovery stress with recovery Thermal range in 2200 Stress sst mean sst range Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
  • 24. Heat-stress experiments Photosynthetic response 0 4 8 12 16 20 24 28 32 36 ℃ Tested temperature range Norway Denmark France Spain stress without recovery stress with recovery Thermal range in 2200 Stress Stress limit reached at the southern range sst mean sst range Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 10 / 14
  • 25. Heat-stress experiments Transcriptomic response HSP expression at 28℃ Norway France Spain HSP 70 HSP 90 sHSP * * *: p 0.05 Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 11 / 14
  • 26. Heat-stress experiments Transcriptomic response HSP expression at 28℃ Norway France Spain HSP 70 HSP 90 sHSP * * *: p 0.05 Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 11 / 14
  • 27. Heat-stress experiments Transcriptomic response HSP expression at 28℃ Norway France Spain HSP 70 HSP 90 sHSP * * *: p 0.05 Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 11 / 14
  • 28. Heat-stress experiments Transcriptomic response HSP expression at 28℃ Norway France Spain HSP 70 HSP 90 sHSP * * *: p 0.05 Spain: Adaptation to heat-stress? contradicts [Pearson et al., 2009; Jour. Ecol.] Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 11 / 14
  • 29. Conclusions Conclusions Final outcome Local adaptation? Yes. Photosynthetic response: related to temperature variability No. Transcriptomic response: Local adaptation in Spain Climate change beyond thermal tolerance? Yes. Photosynthetic response: at the southern range. Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 12 / 14
  • 30. Conclusions Conclusions Final outcome Local adaptation? Yes. Photosynthetic response: related to temperature variability No. Transcriptomic response: Local adaptation in Spain Climate change beyond thermal tolerance? Yes. Photosynthetic response: at the southern range. Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 12 / 14
  • 31. Conclusions Conclusions Final outcome Local adaptation? Yes. Photosynthetic response: related to temperature variability No. Transcriptomic response: Local adaptation in Spain Climate change beyond thermal tolerance? Yes. Photosynthetic response: at the southern range. Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 12 / 14
  • 32. Conclusions Conclusions Final outcome Local adaptation? Yes. Photosynthetic response: related to temperature variability No. Transcriptomic response: Local adaptation in Spain Climate change beyond thermal tolerance? Yes. Photosynthetic response: at the southern range. Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 12 / 14
  • 33. Conclusions Conclusions Final outcome Local adaptation? Yes. Photosynthetic response: related to temperature variability No. Transcriptomic response: Local adaptation in Spain Climate change beyond thermal tolerance? Yes. Photosynthetic response: at the southern range. Future plans Long-term heatwave experiment Whole-transcriptome response Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 12 / 14
  • 34. Conclusions Overall conclusion Climate change driven ecosystem shift? Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 13 / 14
  • 35. Conclusions Acknowledgments Irina Smolina Mark Powell Renate Fretheim Karlsen Heidi Klæboe Nilsen Randi Restad Sjøvik Frans Allmendingen Tor Ove Dyping Bjørnar Eggen Kaspar Klaudiussen Steinar Johnson Morten Krogstad Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 14 / 14
  • 36. Appendix 5 Appendix Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 1 / 6
  • 37. Appendix References I Fredriksen, S.; Christie, H.; Saethre, B.A. (2005) Species richness in macroalgae and macrofauna assemblages on Fucus serratus L. (Phaeophyceae) and Zostera marina L. (Angiospermae) in Skagerrak, Norway. Marine Biology Research 1(1):2–19. Halpern, B.S.; Walbridge, S.; Selkoe, K.A.; Kappel, C.V.; Micheli, F.; D’Agrosa, C.; Bruno, J.F.; Casey, K.S.; Ebert, C.; Fox, H.E. and others (2010) A global map of human impact on marine ecosystems Science 319(5856):948–952. Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 2 / 6
  • 38. Appendix References II Hoarau, G.; Coyer, J.A.; Veldsink, J.H.; Stam, W.T.; Olsen, J.L. (2007) Glacial refugia and recolonization pathways in the brown seaweed Fucus serratus Molecular Ecology 16(17):3606–3616. Køie, M.; Kristiansen, A.; Weitemeyer, S. (2001) Der große Kosmos Strandführer. Kosmos. Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 3 / 6
  • 39. Appendix References III McMahon, C.R. & Hays, G.C. (2006) Thermal niche, large-scale movements and implications of climate change for a critically endangered marine vertebrate. Global Change Biology 12(7):1330–1338. Pearson, G.A.; Lago-Leston, A.; Mota, C. (2009) Frayed at the edges: selective pressure and adaptive response to abiotic stressors are mismatched in low diversity edge populations. Journal of Ecology 97(3):450–462. Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 4 / 6
  • 40. Appendix References IV Phillips, S.J.; Anderson, R.P.; Schapire, R.E. (2006) Maximum entropy modeling of species geographic distributions. Ecological Modelling190(3-4):231–259. Tyberghein, L.; Verbruggen, H.; Pauly, K.; Troupin, C.; Mineur, F.; De Clerck, O. (2011) Bio-ORACLE: a global environmental dataset for marine species distribution modelling. Global Ecology and Biogeography. Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 5 / 6
  • 41. Appendix References V Viejo, R.M.; Martínez, B.; Arrontes, J.; Astudillo, C.; Hernández, L. (2011) Reproductive patterns in central and marginal populations of a large brown seaweed: drastic changes at the southern range limit. Ecography 34(1):75–84. Jüterbock et al. (UiN, RUG) Climate change Evolution Ottawa 2012 6 / 6