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Introduction
Objectives
Methods
Results
Conclusions
Population dynamics of the periwinkle Littorina
littorea (Linnaeus, 1758) in the East Frisian
Wadden Sea
Diplomarbeit
Alexander Jüterbock
Animal Biodiversity and Evolutionary Biology
Carl von Ossietzky University Oldenburg
Supervisors: Prof. Dr. Gabriele Gerlach, Dr. Thomas Friedl
April 13, 2010
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Outline
1 Introduction
2 Objectives
3 Methods
4 Results
5 Conclusions
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Outline
1 Introduction
2 Objectives
3 Methods
4 Results
5 Conclusions
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Populations get Connected by Dispersing Larvae
BENTHOSPLANKTON
Population 1 Population 3Population 2
adults adults adults
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Populations get Connected by Dispersing Larvae
BENTHOSPLANKTON
Population 1 Population 3Population 2
adults adults adults
larvae
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Populations get Connected by Dispersing Larvae
BENTHOSPLANKTON
Population 1 Population 3Population 2
adults adults adults
larvae
Reef fish
Photo: Randall, J.E.
Study: Gerlach et al., 2007
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Populations get Connected by Dispersing Larvae
BENTHOSPLANKTON
Population 1 Population 3Population 2
adults adults adults
larvae
Corals
Photo: Ronald L. Shimek
Study: Whitaker, 2004
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Populations get Connected by Dispersing Larvae
BENTHOSPLANKTON
Population 1 Population 3Population 2
adults adults adults
larvae
Gastropods
Photo: Keith Hiscock
Study: Dupont et al., 2007
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Populations get Connected by Dispersing Larvae
BENTHOSPLANKTON
Population 1 Population 3Population 2
adults adults adults
larvae
Divergent selection
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Populations get Connected by Dispersing Larvae
BENTHOSPLANKTON
Population 1 Population 3Population 2
adults adults adults
larvae larvae larvae
Divergent selection
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Populations get Connected by Dispersing Larvae
BENTHOSPLANKTON
Population 1 Population 3Population 2
adults adults adults
larvae larvae larvae
Divergent selection
Larval recruitment
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Hydrodynamics of the East Frisian Wadden Sea
a
15
10
5
0
km
0 5 10 15 20 25 30 35 40 45 50 55 60
km
0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 45 50 55 60
(cm/s)
b
15
Norderney Langeoog Spiekeroog
(Staneva et al., 2009)
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Hydrodynamics of the East Frisian Wadden Sea
a
15
10
5
0
km
0 5 10 15 20 25 30 35 40 45 50 55 60
km
0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 45 50 55 60
(cm/s)
b
15
Norderney Langeoog Spiekeroog
(Staneva et al., 2009)
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Hydrodynamics of the East Frisian Wadden Sea
a
15
10
5
0
km
0 5 10 15 20 25 30 35 40 45 50 55 60
km
0 2 4 6 8 10 12 14 16 18 20 22 24 26 28 30 32 34 36 38 40 45 50 55 60
(cm/s)
b
15
Norderney Langeoog Spiekeroog
(Staneva et al., 2009)
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
The Periwinkle’s Life Cycle Includes a Planktotrophic
Larva
(Fretter and Graham, 1962)
(Reid, 1996)
4–7 weeks
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Outline
1 Introduction
2 Objectives
3 Methods
4 Results
5 Conclusions
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Main Objectives of the Study
Objectives
Larval recruitment?
Population preference?
Morphological differentiation?
Genetic differentiation?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Main Objectives of the Study
Objectives
Larval recruitment?
Population preference?
Morphological differentiation?
Genetic differentiation?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Main Objectives of the Study
Objectives
Larval recruitment?
Population preference?
Morphological differentiation?
Genetic differentiation?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Main Objectives of the Study
Objectives
Larval recruitment?
Population preference?
Morphological differentiation?
Genetic differentiation?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Outline
1 Introduction
2 Objectives
3 Methods
4 Results
5 Conclusions
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Outline
3 Methods
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Larval Dispersal in the Wadden Sea was Simulated
2000
1500
1000
500
0
a
b
L1
Baltrum
Langeoog
Spiekeroog
Wangerooge
Programmed by: Gräwe, U.
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Sampling Sites
0 500 1000
kilometersN
EFWS
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Sampling Sites
0 50 100
kilometers N
Borkum
Norderney
Langeoog
Wangerooge
B2
B2.2
B1
N3
N2N1
L1
W1
W2
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Sampling Sites
0 1000 2000
kilometers N
Woods HoleNew York
USA
CANADA
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Outline
3 Methods
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Conspecifics Aggregate on Hard Bottom Substrate
(Geller–Grimm, 2000)
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Snails of 2 Populations Aggregated in Basins
10 cm
60 cm60 cm
Population 1 Population 2
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Snails of 2 Populations Aggregated in Basins
10 cm
60 cm60 cm
60 cm
60cm
Individual from population 1
Individual from population 2
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Snails of 2 Populations Aggregated in Basins
10 cm
60 cm60 cm
60 cm
60cm
Individual from population 1
Individual from population 2
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Snails of 2 Populations Aggregated in Basins
10 cm
60 cm60 cm
60 cm
60cm
Individual from population 1
Individual from population 2
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Analysis of Aggregation Experiments
. . . one hour later
10 cm
60 cm60 cm
1
2
3
4
5
Individual from population 1
Individual from population 2
- Population Preference Index PPI -
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Testing Snails in Olfactory Choice Flumes
22 cm
5 cm
Snail at startposition
Stimulus water
from population 1
Stimulus water
from population 2
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Testing Snails in Olfactory Choice Flumes
22 cm
5 cm
Snail at startposition
Stimulus water
from population 1
Stimulus water
from population 2
. . . %
. . . %
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Testing Snails in Olfactory Choice Flumes
22 cm
5 cm
Snail at startposition
Stimulus water
from population 1
Stimulus water
from population 2
. . . %
. . . %
Wilcoxon signed-rank test
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Outline
3 Methods
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Measurements of the Shell
CL
SP
SW
LA
Linear discriminant analysis
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Outline
3 Methods
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Genetic Differentiation at Microsatellite Markers
48–55 individuals/population
5 microsatellite loci
Differentiation index Dest,
R package DEMEtics (Jüterbock et al., 2010)
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Outline
1 Introduction
2 Objectives
3 Methods
4 Results
5 Conclusions
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Outline
4 Results
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
No Local Recruitment by Passive Drift in the EFWS
2000
1500
1000
500
0
a
b
L1
Baltrum
Langeoog
Spiekeroog
Wangerooge
Programmed by: Gräwe, U.
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
No Local Recruitment by Passive Drift in the EFWS
. . . one week later
300
250
200
150
100
50
0
Baltrum
Langeoog
Spiekeroog
Wangerooge
a
Programmed by: Gräwe, U.
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Outline
4 Results
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Snails Prefer Conspecifics of the Own Population
Population-wise aggregation
PPI significant (p ≤ 0.1) in 6 of 17 tests
Attraction to volatile chemicals
No significant preference in any of 18 tests
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Snails Prefer Conspecifics of the Own Population
Population-wise aggregation
PPI significant (p ≤ 0.1) in 6 of 17 tests
Attraction to volatile chemicals
No significant preference in any of 18 tests
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Outline
4 Results
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Populations Differ Morphologically
Shell morphology differs
between . . .
Woods Hole – EFWS
North coasts – South
coasts
North coasts
South coasts
Woods Hole
EFWS
Wilks’ Lambda = 0.867, p < 0.001 ***
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Populations Differ Morphologically
Shell morphology differs
between . . .
Woods Hole – EFWS
North coasts – South
coasts
North coasts
South coasts
Borkum
Norderney
Langeoog
Wangerooge
Wilks’ Lambda = 0.802, p < 0.001 ***
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Populations Differ Morphologically
Shell morphology differs
between . . .
Woods Hole – EFWS
North coasts – South
coasts
North coasts
South coasts
Borkum
Norderney
Langeoog
Wangerooge
Wilks’ Lambda = 0.135, p < 0.001 ***
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Populations Differ Morphologically
Shell morphology differs
between . . .
Woods Hole – EFWS
North coasts – South
coasts
North coasts
South coasts
Borkum
Norderney
Langeoog
Wangerooge
Wilks’ Lambda = 0.731, p < 0.001 ***
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Outline
4 Results
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Genetic Distance . . .
. . . between Woods Hole and East Frisian populations
Dest = 0.033–0.057 ***
p ≤ 0.05
Woods Hole
EFWS
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Larval Recruitment
Population Preference
Shell Morphology
Population Genetics
Genetic Distance . . .
. . . between islands
Dest = -0.007–0.001
p > 0.05 Borkum
Norderney
Langeoog
Wangerooge
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Outline
1 Introduction
2 Objectives
3 Methods
4 Results
5 Conclusions
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Do the Results Indicate Reproductive Isolation?
Objectives
Larval recruitment?
Population preference?
Morphological
differentiation?
Genetic differentiation?
Unanswered questions
Larval behavior?
Intrinsic differences
Recognition cues?
Assortative mating?
Expressed loci?
Phenotypic plasticity?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Do the Results Indicate Reproductive Isolation?
Objectives
Larval recruitment?
Population preference?
Morphological
differentiation?
Genetic differentiation?
Unanswered questions
Larval behavior?
Intrinsic differences
Recognition cues?
Assortative mating?
Expressed loci?
Phenotypic plasticity?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Do the Results Indicate Reproductive Isolation?
Objectives
Larval recruitment?
Population preference?
Morphological
differentiation?
Genetic differentiation?
Unanswered questions
Larval behavior?
Intrinsic differences
Recognition cues?
Assortative mating?
Expressed loci?
Phenotypic plasticity?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Do the Results Indicate Reproductive Isolation?
Objectives
Larval recruitment?
Population preference?
Morphological
differentiation?
Genetic differentiation?
Unanswered questions
Larval behavior?
Intrinsic differences
Recognition cues?
Assortative mating?
Expressed loci?
Phenotypic plasticity?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Do the Results Indicate Reproductive Isolation?
Objectives
Larval recruitment?
Population preference?
Morphological
differentiation?
Genetic differentiation?
Unanswered questions
Larval behavior?
Intrinsic differences
Recognition cues?
Assortative mating?
Expressed loci?
Phenotypic plasticity?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Do the Results Indicate Reproductive Isolation?
Objectives
Larval recruitment?
Population preference?
Morphological
differentiation?
Genetic differentiation?
Unanswered questions
Larval behavior?
Intrinsic differences
Recognition cues?
Assortative mating?
Expressed loci?
Phenotypic plasticity?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Do the Results Indicate Reproductive Isolation?
Objectives
Larval recruitment?
Population preference?
Morphological
differentiation?
Genetic differentiation?
Unanswered questions
Larval behavior?
Intrinsic differences
Recognition cues?
Assortative mating?
Expressed loci?
Phenotypic plasticity?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Do the Results Indicate Reproductive Isolation?
Objectives
Larval recruitment?
Population preference?
Morphological
differentiation?
Genetic differentiation?
Unanswered questions
Larval behavior?
Intrinsic differences
Recognition cues?
Assortative mating?
Expressed loci?
Phenotypic plasticity?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Do the Results Indicate Reproductive Isolation?
Objectives
Larval recruitment?
Population preference?
Morphological
differentiation?
Genetic differentiation?
Unanswered questions
Larval behavior?
Intrinsic differences
Recognition cues?
Assortative mating?
Expressed loci?
Phenotypic plasticity?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Do the Results Indicate Reproductive Isolation?
Objectives
Larval recruitment?
Population preference?
Morphological
differentiation?
Genetic differentiation?
Unanswered questions
Larval behavior?
Intrinsic differences
Recognition cues?
Assortative mating?
Expressed loci?
Phenotypic plasticity?
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Do the Results Indicate Reproductive Isolation?
Overall conclusion
Alexander Jüterbock Population dynamics of the periwinkle
Introduction
Objectives
Methods
Results
Conclusions
Acknowledgements
Gabriele Gerlach
Thomas Glatzel
Thomas Friedl
Ulf Gräwe
Peter Harmand
Achim Wehrmann
Anke Müller
Andreas Sommer
Philipp Krämer
Jana Deppermann
Cornelia Hinz
Jelle Atema
René Spierling
Elke Frahmann
Marén Bökamp
Funded by the
Niedersächsische
Wattenmeerstiftung
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
For Further Reading I
Reid, D.G. (1996)
Systematics and Evolution of Littorina.
The Ray Society, London.
Cowen, R.K. & Sponaugle, S. (2009)
Larval dispersal and marine population connectivity
Annual Review of Marine Science 1:443–466.
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
For Further Reading II
Staneva, J.; Stanev, E.V.; Wolff, J.-O.; Badewien, T.H.;
Reuter, R.; Flemming, B.; Bartholomä, A. & Bolding, K.
(2009)
Hydrodynamics and sediment dynamics in the German
Bight. A focus on observations and numerical modelling in
the East Frisian Wadden Sea.
Continental Shelf Research 29(1):302–319.
Jost, L. (2008)
Gst and its relatives do not measure differentiation.
Molecular Ecology 17(18):4015–4026.
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Residual Current in the German Bight
55.4N
55.2N
55.0N
54.8N
54.6N
54.4N
54.2N
54.0N
53.8N
53.6N
53.4N
6.3E
6.6E
6.9E
7.2E
7.5E
7.8E
8.1E
8.4E
8.7E
9.0E
(m/s)
0.16
0.14
0.12
0.10
0.08
0.06
0.04
0.02
0.25
(Staneva et al., 2009)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
L. littorea Occurs on Both Sides of the Atlantic
(Reid, 1996)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
The Periwinkle’s Life Cycle Includes a Planktotrophic
Larva
a b| ~
(Fretter and Graham, 1962)
(Fretter and Graham, 1962)
(Reid, 1996)
5–6 days
4–7 weeks
12–18 months
1–12 hours
after fertilization
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
The Periwinkle’s Life Cycle Includes a Planktotrophic
Larva
a b| ~
12–18 mon
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
The Periwinkle’s Life Cycle Includes a Planktotrophic
Larva
a b| ~
(Fretter and Graham, 1962)
(Fretter and Graham, 1962)
(Reid, 1996)
5–6 days
4–7 weeks
12–18 months
1–12 hours
after fertilization
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Sampled Snails Were Kept in Aquaria
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails Were Individually Characterized
CL
Shell height Barnacle fouling Sex
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails Were Individually Characterized
Shell height Barnacle fouling Sex
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails Were Individually Characterized
Shell height Barnacle fouling Sex
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Aggregation Experiments Were Performed in Special
Basins
10 cm
60 cm60 cm
60 cm
60cm
Individual from population 1
Individual from population 2
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Aggregation Experiments Were Performed in Special
Basins
10 cm
60 cm60 cm
60 cm
60cm
Individual from population 1
Individual from population 2
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Aggregation Experiments Were Performed in Special
Basins
10 cm
60 cm60 cm
60 cm
60cm
Individual from population 1
Individual from population 2
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Analysis of Aggregation experiments
. . . one hour later
10 cm
60 cm60 cm
. . . 15 tests at least
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Analysis of Aggregation experiments
10 cm
60 cm60 cm
1
2
3
4
5
Are certain types of
conspecifics preferred?
Snails of the same
population
Snails of the same sex
Snails of the same size
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Analysis of Aggregation experiments
10 cm
60 cm60 cm
1
2
3
4
5
Individual from population 1
Individual from population 2
- PPI -
Are certain types of
conspecifics preferred?
Snails of the same
population
Snails of the same sex
Snails of the same size
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Analysis of Aggregation experiments
10 cm
60 cm60 cm
|||
|
|
1
|
||
2
|
|
3
~~
~ 4
~~~
~
5
~
~
- Sex-PI -
Are certain types of
conspecifics preferred?
Snails of the same
population
Snails of the same sex
Snails of the same size
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Analysis of Aggregation experiments
10 cm
60 cm60 cm
1
2
3
4
5
- Size-PI -
Are certain types of
conspecifics preferred?
Snails of the same
population
Snails of the same sex
Snails of the same size
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Analysis of Aggregation experiments
10 cm
60 cm60 cm
1
2
3
4
5
PPI and Size-PI, both high
Are certain types of
conspecifics preferred?
Snails of the same
population
Snails of the same sex
Snails of the same size
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p = var =
Real population preference
p = var =
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p = var =
Real population preference
p = var =
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p =0.5 var =
Real population preference
p = var =
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p =0.5 var =0.000
Real population preference
p = var =
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p =0.5 var =0.000
Real population preference
p = var =
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =0.263
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =0.263
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =0.263
Ambiguous
p =1.0 var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =0.263
Ambiguous
p =1.0 var =0.000
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =0.263
Ambiguous
p =1.0 var =0.000
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index
Population mixture
p =0.5 PPI =0.000
Real population preference
p =0.5 PPI =0.263
Ambiguous
p =1.0 PPI =0.000
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p = var =
Real population preference
p = var =
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p =
5
10 ∗10+ 5
10 ∗10
20
var =
Real population preference
p = var =
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p =0.5 var =
( 5
10 −0.5)2∗10+( 5
10 −0.5)2∗10
19
Real population preference
p = var =
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p =0.5 var =0.000
Real population preference
p = var =
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p =0.5 var =0.000
Real population preference
p =
10
10 ∗10+ 0
10 ∗10
20
var =
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =
( 10
10 −0.5)2∗10+( 0
10 −0.5)2∗10
19
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =0.263
Ambiguous
p = var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =0.263
Ambiguous
p =
10
10 ∗10
10
var =
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =0.263
Ambiguous
p =1.0 var =
( 10
10 −1)2∗10
9
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =0.263
Ambiguous
p =1.0 var =0.000
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p =0.5 var =0.000
Real population preference
p =0.5 var =0.263
Ambiguous
p =1.0 var =0.000
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Defining the Population Preference Index in Detail
Population mixture
p =0.5 PPI =0.000
Real population preference
p =0.5 PPI =0.263
Ambiguous
p =1.0 PPI =0.000
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails Aggregate Assortatively
Borkum
Norderney
Langeoog
Wangerooge
B1 B2 N3 N1 N2 L1 W1 W2 WH
B1
B2
N3
N1
N2
L1
W1
W2
****
·
**
·
·
· **
Population preference
significance
Size preference
significance
· p ≤ 0.10,* p ≤ 0.05, ** p ≤ 0.01,*** p ≤ 0.001
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Simplified Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
Population 1 Population 2
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Simplified Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
Population 1 Population 2
Random allocationRandom allocation
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Simplified Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
Population 1 Population 2
Random allocationRandom allocation
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Simplified Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Simplified Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
Calculation of PPI
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Simplified Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
A histogram of PPI values
Mean PPI
Frequency
0.00 0.02 0.04 0.06 0.08 0.10
0
20
40
60
80
100100
80
60
40
20
0
Frequency
0.00 0.02 0.04 0.06 0.08 0.10
Mean PPI
Critical value
90% < 0.068
significantnot significant
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
~~|
~|||~~| ~|~|~||~|~
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
~~|
~|||~~| ~|~|~||~|~
Random allocationRandom allocation
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
~~|
~|||~~| ~|~|~||~|~
Random allocationRandom allocation
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Monte Carlo Simulation
10 cm
60 cm60 cm
~||
~| 1
||~
2
|
| 3
~|~
4
~~
|
~
5
~
|
~
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Monte Carlo Simulation
10 cm
60 cm60 cm
~||
~| 1
||~
2
|
| 3
~|~
4
~~
|
~
5
~
|
~
Calculation of PPI, Sex-PI and Size-PI
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
~~|
~|||~~| ~|~|~||~|~
1000-fold repetition
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
~~|
~|||~~| ~|~|~||~|~
Random allocationRandom allocation
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Monte Carlo Simulation
10 cm
60 cm60 cm
1
2
3
4
5
~~|
~|||~~| ~|~|~||~|~
Random allocationRandom allocation
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Monte Carlo Simulation
10 cm
60 cm60 cm
|
~|
~
~ 1
|~|
2
|
| 3
~|~
4
~~
|
~5
|~
|
1000-fold calculation of PPI, Sex-PI and Size-PI
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Detailed Monte Carlo Simulation
10 cm
60 cm60 cm
|
~|
~
~ 1
|~|
2
|
| 3
~|~
4
~~
|
~5
|~
|
A histogram of PPI values
Mean PPI
Frequency
0.00 0.02 0.04 0.06 0.08 0.10
0
20
40
60
80
100100
80
60
40
20
0
Frequency
0.00 0.02 0.04 0.06 0.08 0.10
Mean PPI
Critical value
90% < 0.068
significantnot significant
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes
22 cm
5 cm
Snail at startposition
Stimulus water
from population 1
Stimulus water
from population 2
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes in Detail
22 cm
5 cm
Stimulus water B
Stimulus water A
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes in Detail
22 cm
5 cm
Stimulus water A
Stimulus water B1
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes in Detail
22 cm
5 cm
Stimulus water B
Stimulus water A1
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes in Detail
22 cm
5 cm
Stimulus water A
Stimulus water B1
1
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes in Detail
22 cm
5 cm
Stimulus water B
Stimulus water A1
1
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes in Detail
22 cm
5 cm
Stimulus water B
Stimulus water A
1
2
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes in Detail
22 cm
5 cm
Stimulus water B
Stimulus water A
1
2
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes in Detail
22 cm
5 cm
Stimulus water B
Stimulus water A
1
3
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes in Detail
22 cm
5 cm
Stimulus water B
Stimulus water A75%
25%
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes in Detail
22 cm
5 cm
Stimulus water B
Stimulus water A
Difference
75%−25% = 50%
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Testing Snails in Olfactory Flumes in Detail
15 Differences
50%
25%
.
.
.
0%
Wilcoxon signed-rank
test
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
Arithmetic plot
0 2 4 6 8 10 12 14
0
2
4
6
8
10
12
14
x = shell length (cm)
y=shellwidth(cm)
y = 0.13 ∗ x1.32
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
Logarithmic plot
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
log10(y) = log10(0.13) + 1.32 ∗ log10(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
log10(y) = log10(0.13)+1.32∗log10(x)
1
1.32 1.32
1 = 1.32
b: slope = allometric coefficient
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
log10(y) = log10(0.13)+1.32∗log10(x)
1
1.32 1.32
1 = 1.32
b: slope = allometric coefficient
a: intersection of y-axis when x = 0
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
log10(y) = log10(0.13)+1.32∗log10(x)
1
1.32 1.32
1 = 1.32
b: slope = allometric coefficient
a: intersection of y-axis when x = 0
log(y) = log(a)+b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
log10(y) = log10(0.13)+1.32∗log10(x)
1
1.32 1.32
1 = 1.32
b: slope = allometric coefficient
a: intersection of y-axis when x = 0
log(y) = log(a)+b∗log(x)
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
spread of x
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
spread of x
x mean of x
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
spread of x
x mean of x
log(x)
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
spread of x
x mean of x
log(x)
Correction
log(a) = log(y)−b∗(log(x)−log(x))
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
spread of x
x mean of x
log(x)
Correction
log(a) = log(y)−b∗(log(x)−log(x))log(a) = log(y)−b∗(log(x)−log(x))
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
spread of x
x mean of x
log(x)
Correction
log(a) = log(y)−b∗(log(x)−log(x))log(a) = log(y)−b∗(log(x)−log(x))
log(a) = log(y)−b∗(log(x)−log(x))
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
spread of x
x mean of x
log(x)
Correction
log(a) = log(y)−b∗(log(x)−log(x))log(a) = log(y)−b∗(log(x)−log(x))
log(a) = log(y)−b∗(log(x)−log(x))
log(a) = log(y)−b∗(log(x)−log(x))
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Allometric correction
−3 −2 −1 0 1 2 3
−3
−2
−1
0
1
2
3
log10(x) = log10(shell length (cm))
log10(y)=log10(shellwidth(cm))
spread of x
x mean of x
log(x)
Correction
log(a) = log(y)−b∗(log(x)−log(x))log(a) = log(y)−b∗(log(x)−log(x))
log(a) = log(y)−b∗(log(x)−log(x))
log(a) = log(y)−b∗(log(x)−log(x))
log(a) = log(y)−b∗log(x)
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 1
Pop1 Pop2
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 1
Pop1 Pop2
DNA extraction
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 1
Pop1 Pop2
DNA extraction
PCR
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 1
Pop1 Pop2
-
+
DNA extraction
PCR
gel electrophoresis
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 1
Pop1 Pop2
-
+
DNA extraction
PCR
gel electrophoresis
178
212
162
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 1
Pop1 Pop2
-
+
DNA extraction
PCR
gel electrophoresis
178
212
162
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 1
Pop1 Pop2
-
+
DNA extraction
PCR
gel electrophoresis
178
212
162
Pop1 Pop2
allele1 allele2 allele1 allele2
178 178 212 162
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 1
Pop1 Pop2
-
+
DNA extraction
PCR
gel electrophoresis
178
212
162
Pop1 Pop2
allele1 allele2 allele1 allele2
178 178
178 234
234 234
234 178
... ...
... ...
... ...
212 162
162 162
212 212
212 162
... ...
... ...
... ...
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 1
Pop1 Pop2
-
+
DNA extraction
PCR
gel electrophoresis
178
212
162
Pop1 Pop2
allele1 allele2 allele1 allele2
178 178
178 234
234 234
234 178
... ...
... ...
... ...
212 162
162 162
212 212
212 162
... ...
... ...
... ...
Differentiation index Dest
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
CAT
GTA
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
CATCATCATCATCATCAT
GTAGTAGTAGTAGTAGTA
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
CATCATCATCATCATCAT
GTAGTAGTAGTAGTAGTA
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
GTCTCAGC CATCATCATCATCATCATACATCGAC
CAGAGTCG GTAGTAGTAGTAGTAGTATGTAGCTG
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
GTCTCAGC CATCATCATCATCATCATACATCGAC
CAGAGTCG GTAGTAGTAGTAGTAGTATGTAGCTG
Repeat no.
12
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
GTCTCAGC CATCATCATCATCATCATACATCGAC
CAGAGTCG GTAGTAGTAGTAGTAGTATGTAGCTG
Repeat no.
12
9
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
GTCTCAGC CATCATCATCATCATCATACATCGAC
CAGAGTCG GTAGTAGTAGTAGTAGTATGTAGCTG
Repeat no.
12
9
15
15
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
GTCTCAGC CATCATCATCATCATCATACATCGAC
CAGAGTCG GTAGTAGTAGTAGTAGTATGTAGCTG
Repeat no.
12
9
15
15
amplification by
PCR
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
GTCTCAGC CATCATCATCATCATCATACATCGAC
CAGAGTCG GTAGTAGTAGTAGTAGTATGTAGCTG
Repeat no.
12
9
15
15
15
12
9
gel
electrophoresis
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
GTCTCAGC CATCATCATCATCATCATACATCGAC
CAGAGTCG GTAGTAGTAGTAGTAGTATGTAGCTG
Repeat no.
12
9
15
15
15
12
9
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
GTCTCAGC CATCATCATCATCATCATACATCGAC
CAGAGTCG GTAGTAGTAGTAGTAGTATGTAGCTG
Repeat no.
12
9
15
15
15
12
9
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
GTCTCAGC CATCATCATCATCATCATACATCGAC
CAGAGTCG GTAGTAGTAGTAGTAGTATGTAGCTG
Repeat no.
12
9
15
15
15
12
9
15
9 12
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
GTCTCAGC CATCATCATCATCATCATACATCGAC
CAGAGTCG GTAGTAGTAGTAGTAGTATGTAGCTG
Repeat no.
12
9
15
15
15
12
9
15
9 12
Pop1
165 165
230 165
230 230
165 230
230 230
165 165
165 165
230 165
Pop2
170 170
198 170
198 198
170 198
198 198
170 170
170 170
198 170
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic Differentiation at Microsatellite Markers 2
GTCTCAGC CATCATCATCATCATCATACATCGAC
CAGAGTCG GTAGTAGTAGTAGTAGTATGTAGCTG
Repeat no.
12
9
15
15
15
12
9
15
9 12
Pop1
165 165
230 165
230 230
165 230
230 230
165 165
165 165
230 165
Pop2
170 170
198 170
198 198
170 198
198 198
170 170
170 170
198 170
Difference Dest
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails Prefer Conspecifics of the own Population
Population-wise aggregation
PPI significant (p ≤ 0.1) in 6 of 17 tests
Sex-bias aggregation
~~~~~
~
~~~~ ||
||
|||||
| Sex-PI significant (p ≤ 0.1) in 0 of 17 tests
Size-wise aggregation
Size-PI significant (p ≤ 0.1) in 2 of 17 tests
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails Prefer Conspecifics of the own Population
Population-wise aggregation
PPI significant (p ≤ 0.1) in 6 of 17 tests
Sex-bias aggregation
~~~~~
~
~~~~ ||
||
|||||
| Sex-PI significant (p ≤ 0.1) in 0 of 17 tests
Size-wise aggregation
Size-PI significant (p ≤ 0.1) in 2 of 17 tests
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails Prefer Conspecifics of the own Population
Population-wise aggregation
PPI significant (p ≤ 0.1) in 6 of 17 tests
Sex-bias aggregation
~~~~~
~
~~~~ ||
||
|||||
| Sex-PI significant (p ≤ 0.1) in 0 of 17 tests
Size-wise aggregation
Size-PI significant (p ≤ 0.1) in 2 of 17 tests
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails Prefer Conspecifics of the own Population
Populations
differ
intrinsically
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails Prefer Conspecifics of the own Population
. . . aggregation frequency
increases
during the
mating season
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails do not Prefer any Volatile ChemicalsPreference(%)
−0.6
−0.4
−0.2
0.0
0.2
0.4
0.6
B2
−
L1L1
−
B2B2
−
N
1N
1
−
B2N
1
−
L1L1
−
N
1N
2
−
N
3N
3
−
N
2W
1
−
B2B2
−
W
1W
1
−
L1L1
−
W
1W
1
−
N
1N
1
−
W
1W
2
−
N
2N
2
−
W
2
W
H
−
B2.2
B2.2
−
W
H
N
1m
a
−
N
1fe
N
1fe
−
N
1m
a
B1u
−
B1m
B1m
−
B1uN
1
−
Sw
0.93 0.32 0.54 0.47 0.59 0.62 1 0.22 0.12 0.19 0.81 0.58 0.91 1 0.99 0.22 1 0.43 0.19 0.76 0.52 0.1 0.59
own
other
.
0.6
0.4
0.2
0.0
-0.2
-0.4
-0.6
Preference(%)
ownother
B2–L1L1–B2B2–N
1N
1–B2N
1–L1L1–N
1N
2–N
3N
3–N
2W
1–B2B2–W
1W
1–L1L1–W
1W
1–N
1N
1-W
1W
2–N
2N
2–W
2
W
H
–B2.2
B2.2–W
H
N
1m
a–N
1fe
N
1fe–N
1m
aB1u–B1tB1t–B1uN
1–Sw
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails do not Prefer any Volatile ChemicalsPreference(%)
−0.6
−0.4
−0.2
0.0
0.2
0.4
0.6
B2
−
L1L1
−
B2B2
−
N
1N
1
−
B2N
1
−
L1L1
−
N
1N
2
−
N
3N
3
−
N
2W
1
−
B2B2
−
W
1W
1
−
L1L1
−
W
1W
1
−
N
1N
1
−
W
1W
2
−
N
2N
2
−
W
2
W
H
−
B2.2
B2.2
−
W
H
N
1m
a
−
N
1fe
N
1fe
−
N
1m
a
B1u
−
B1m
B1m
−
B1uN
1
−
Sw
0.93 0.32 0.54 0.47 0.59 0.62 1 0.22 0.12 0.19 0.81 0.58 0.91 1 0.99 0.22 1 0.43 0.19 0.76 0.52 0.1 0.59
own
other
.
0.6
0.4
0.2
0.0
-0.2
-0.4
-0.6
Preference(%)
ownother
B2–L1L1–B2B2–N
1N
1–B2N
1–L1L1–N
1N
2–N
3N
3–N
2W
1–B2B2–W
1W
1–L1L1–W
1W
1–N
1N
1-W
1W
2–N
2N
2–W
2
W
H
–B2.2
B2.2–W
H
N
1m
a–N
1fe
N
1fe–N
1m
aB1u–B1tB1t–B1uN
1–Sw
Population preference
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails do not Prefer any Volatile ChemicalsPreference(%)
−0.6
−0.4
−0.2
0.0
0.2
0.4
0.6
B2
−
L1L1
−
B2B2
−
N
1N
1
−
B2N
1
−
L1L1
−
N
1N
2
−
N
3N
3
−
N
2W
1
−
B2B2
−
W
1W
1
−
L1L1
−
W
1W
1
−
N
1N
1
−
W
1W
2
−
N
2N
2
−
W
2
W
H
−
B2.2
B2.2
−
W
H
N
1m
a
−
N
1fe
N
1fe
−
N
1m
a
B1u
−
B1m
B1m
−
B1uN
1
−
Sw
0.93 0.32 0.54 0.47 0.59 0.62 1 0.22 0.12 0.19 0.81 0.58 0.91 1 0.99 0.22 1 0.43 0.19 0.76 0.52 0.1 0.59
own
other
.
0.6
0.4
0.2
0.0
-0.2
-0.4
-0.6
Preference(%)
ownother
B2–L1L1–B2B2–N
1N
1–B2N
1–L1L1–N
1N
2–N
3N
3–N
2W
1–B2B2–W
1W
1–L1L1–W
1W
1–N
1N
1-W
1W
2–N
2N
2–W
2
W
H
–B2.2
B2.2–W
H
N
1m
a–N
1fe
N
1fe–N
1m
aB1u–B1tB1t–B1uN
1–Sw
Sex preference
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails do not Prefer any Volatile ChemicalsPreference(%)
−0.6
−0.4
−0.2
0.0
0.2
0.4
0.6
B2
−
L1L1
−
B2B2
−
N
1N
1
−
B2N
1
−
L1L1
−
N
1N
2
−
N
3N
3
−
N
2W
1
−
B2B2
−
W
1W
1
−
L1L1
−
W
1W
1
−
N
1N
1
−
W
1W
2
−
N
2N
2
−
W
2
W
H
−
B2.2
B2.2
−
W
H
N
1m
a
−
N
1fe
N
1fe
−
N
1m
a
B1u
−
B1m
B1m
−
B1uN
1
−
Sw
0.93 0.32 0.54 0.47 0.59 0.62 1 0.22 0.12 0.19 0.81 0.58 0.91 1 0.99 0.22 1 0.43 0.19 0.76 0.52 0.1 0.59
own
other
.
0.6
0.4
0.2
0.0
-0.2
-0.4
-0.6
Preference(%)
ownother
B2–L1L1–B2B2–N
1N
1–B2N
1–L1L1–N
1N
2–N
3N
3–N
2W
1–B2B2–W
1W
1–L1L1–W
1W
1–N
1N
1-W
1W
2–N
2N
2–W
2
W
H
–B2.2
B2.2–W
H
N
1m
a–N
1fe
N
1fe–N
1m
aB1u–B1tB1t–B1uN
1–Sw
Control for effect of
label color
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails do not Prefer any Volatile ChemicalsPreference(%)
−0.6
−0.4
−0.2
0.0
0.2
0.4
0.6
B2
−
L1L1
−
B2B2
−
N
1N
1
−
B2N
1
−
L1L1
−
N
1N
2
−
N
3N
3
−
N
2W
1
−
B2B2
−
W
1W
1
−
L1L1
−
W
1W
1
−
N
1N
1
−
W
1W
2
−
N
2N
2
−
W
2
W
H
−
B2.2
B2.2
−
W
H
N
1m
a
−
N
1fe
N
1fe
−
N
1m
a
B1u
−
B1m
B1m
−
B1uN
1
−
Sw
0.93 0.32 0.54 0.47 0.59 0.62 1 0.22 0.12 0.19 0.81 0.58 0.91 1 0.99 0.22 1 0.43 0.19 0.76 0.52 0.1 0.59
own
other
.
0.6
0.4
0.2
0.0
-0.2
-0.4
-0.6
Preference(%)
ownother
B2–L1L1–B2B2–N
1N
1–B2N
1–L1L1–N
1N
2–N
3N
3–N
2W
1–B2B2–W
1W
1–L1L1–W
1W
1–N
1N
1-W
1W
2–N
2N
2–W
2
W
H
–B2.2
B2.2–W
H
N
1m
a–N
1fe
N
1fe–N
1m
aB1u–B1tB1t–B1uN
1–Sw
Own population –
seawater
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Snails do not Prefer any Volatile Chemicals
Populations
are
not discriminated
by
volatile chemicals
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Results of Discriminant analyzes
EFWS – Woods Hole
9
8
7
6
5
4
3
2
-2 -1 0 1 2 3 4 5 6 7
Canonical2
Canonical 1
-SP (Spire height)
NorthAmerica
Europe
Continent
North America
Europe
Wilks’ Lambda: 0.867
p < 0.001 ***
significant influence: SP
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Results of Discriminant analyzes
North coasts – South coasts
10
9
8
7
6
5
4
3
2
Canonical2
-7 -6 -5 -4 -3 -2 -1 0 1 2 3 4 5
Canonical 1
+CL (Columellar length)
-LA (Length of aperture
south
north
Side
north
south
Wilks’ Lambda: 0.802
p < 0.001 ***
significant influence: CL > LA
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Results of Discriminant analyzes
Within north coasts
12
11
10
9
8
7
6
5
4
3
Canonical2
-SP(Spireheight)
-CL(Columellarlength)
-7 -6 -5 -4 -3 -2 -1 0
Canonical 1
+SP (Spire height)
-CL (Columellar length)
Wangerooge
Borkum
Norderney
Place
Borkum
Wangerooge
Wilks’ Lambda: 0.135
p < 0.001 ***
significant influence: SP > CL
Norderney
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Results of Discriminant analyzes
Within south coasts
6
5
4
3
2
1
0
-1
-2
Canonical2
-CL(Columellarlength)
+SW(Shellwidth)
-LA(Lengthofaperture)
-SP(Spireheight)
7 8 9 10 11 12 13 14 15 16 17 18 19
Canonical 1
+CL (Spire height)
-SW (Shell width)
+LA (Length of aperture)
+SP (Spire height)
Norderney
Langeoog
Wangerooge
Borkum
Place
Borkum
Langeoog
Norderney
Wangerooge
Wilks’ Lambda: 0.731
p < 0.001 ***
significant influence: CL > SW > LA > SP
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Results of Discriminant analyzes
Sexes
4
3
2
1
0
-1
-2
-3
-4
-5
Canonical2
3 4 5 6 7 8 9 10 11 12
Canonical 1
male
female
Sex
male
female
Wilks’ Lambda: 0.985
p < 0.277
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic (Dest) and Geographic (km) Distance
B2 W1 N2 WH
B2 . . . 0.011 -0.007 0.033 *
W1 82.5 . . . 0.006 0.056 **
N2 38.0 39.9 . . . 0.057 *
WH 5662.8 5730.7 5692.3 . . .
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic (Dest) and Geographic (km) Distance
B2 W1 N2 WH
B2 . . . 0.011 -0.007 0.033 *
W1 82.5 . . . 0.006 0.056 **
N2 38.0 39.9 . . . 0.057 *
WH 5662.8 5730.7 5692.3 . . .
Borkum
Norderney
Langeoog
Wangerooge
Within the EFWS
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic (Dest) and Geographic (km) Distance
B2 W1 N2 WH
B2 . . . 0.011 -0.007 0.033 *
W1 82.5 . . . 0.006 0.056 **
N2 38.0 39.9 . . . 0.057 *
WH 5662.8 5730.7 5692.3 . . .
Woods Hole
EFWS
Between the EFWS and Woods Hole
Alexander Jüterbock Population dynamics of the periwinkle
Appendix
Further Reading
Introduction
Methods
Results
Genetic (Dest) and Geographic (km) Distance
Wadden Sea
Populations
are
not differentiated
at
neutral loci
Alexander Jüterbock Population dynamics of the periwinkle

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