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“Bipartite life history of marine speciesand “openness” of populations
“Open” Populations“Closed” Populations
SupplyProduction
Little or no exchange among
populations
Significant exchange among
populations
SupplyProduction
Supply ProductionSupplyProduction
2
So, how open are marine populations?
Depends on how far their larvae travel, especially, relative to how far adults travel
Lines of evidence of population openness:
1) Evidence for long distance dispersal of larvae:a. prolonged pelagic larval duration (PLD)b. Low spatial genetic structure
2) Evidence of shorter distance movement of adults a. Sessile organisms (algae and invertebrates)b. Limited distance of adult movement
Propagule Duration (hr)
Pelagic duration: a proxy for dispersal potential
Dis
per
sal
Dis
tan
ce (
km)
Shanks et al. 2003 Ecological Applications
0.0001
0.001
0.01
0.1
1
10
100
1000
10000
0.01 0.1 1 10 100 1000 10000
invertebrates
fish
Predicted by passive dispersal
3
Western North American Coastal FishTime in Larval Stage
midpoint (range)
Shanks et al. 2003AVERAGE = 94 days
Time in the larval stage (fish)
Pacific Ocean Reef FishesLarval Duration Estimates
10
20
30
40
50
60
70
< 1 1-7 31-90 > 90
Per
cen
t o
f S
pec
ies
Tropical (n= 298 spp)
Temperate (n= 60 spp)
Larval Duration (days)
8-30
Carr and Syms 2006, CA Fishes book
4
Gen
etic
dif
fere
nce
Geographic distance (kilometers)
Geographic distance = genetic difference
Slope measures average dispersal
short
low
long
high
Gen
etic
dif
fere
nce
Geographic distance (kilometers)
Geographic distance = genetic difference
Slope measures average dispersal
populations nearby one another
populations further apart
short
low
long
high
5
Gen
etic
dif
fere
nce
Genetic difference
8000 200 400 600
low
hig
h
Geographic distance (kilometers)
Copper rockfish
CA snailsRosethorn rockfish
CA corals
Fish: 20-200 kilometers
Palumbi 2003Kinlan and Gaines 2003
Larval dispersalBased on geneticdifference
Inverts: <1-100 kilometers
Num
ber
of s
peci
es
6
Different estimates, similar results
Dispersal distance of fish larvae = 20 - 200 km
Time in larval stage Genetic distance
Time as larvae (hr)
0.0001
0.001
0.01
0.1
1
10
100
1000
10000
0.01 0.1 1 10 100 1000 10000
Dis
per
sal
dis
tance
Dispersal distance of invert larvae = 1 - 100 km
= 30 days
Conclusion: 76% of these species moved less than 0.5 km
Home ranges of 25 west coast rocky habitat fish species
Median max. distance (km)
num
ber
of s
peci
es
0
4
8
12
Limited Adult Movement
Freiwald, J. 2012. Can. J. of Fish. & Aquat. Sci.
7
Some schooling fish
0 – 1 km 1 – 10 km 10 – 100 km 100 – 1000 km > 1000 km
Many rockfish
Other reef fish
Some surfperch
Some surfperch
Some rockfish Some rockfish
Other reef fish
Some flatfish
Few rockfish
Salmon
More flatfish
Some schooling fish
Tunas
Many sharks
Adult Home Range Size Varies Among Species of Fishesas does the “openness” of their populations!
Sources of spatial and temporal variation in recruitment
Larval production
Larval dispersal
Settlement
Post-settlement
8
Seagrass beds
Recruitment is important and fascinating…
but studying it really bites!
1 cm 1000 km100 km
Linear spatial scales
Tem
po
ral s
cale
1 m 10 m 100 m 1 km 10 km1 dm
100 yrs
1 month
1 week
1 day
1 hour
1 min
1 year
1 decade
Turbulent eddies Surfacewaves
Surface tides
Langmuir cells
Planktonmigration
Small-scalefonts, plumes,
runoff
Coastallytrappedwaves
Seasonalupwelling
Mesoscaleeddies
ENSO
10000 km
PDO
Internalwaves
Internaltides
Coastal filaments,Upwelling / relaxation
Seasonalcurrent shifts
Carr and Syms 2006, CA Fishes book
Kelpforests
V) Factors affecting recruitment
assume complex life history, and focus on scenarios where settlement is potentially limiting to the level where it affects adult populations and communities
A) Production and availability of propagules (spores, eggs, larvae)
Determinants:
1) Reproduction by adults - very little work has been done on this - why??
ii) problem of tracking or identifying source of highly dispersive offspring
iii) poor stock-recruitment relationships
i) presumed decoupling
9
V) Factors affecting recruitment
1) Reproduction by adults -very little work has been done on this.
Poor stock-recruitment relationships from fisheries statistics:
A) Presence and abundance of propagules arriving at a site
2) Reproduction by adults - very little work has been done on this - problem of open populations and following offspring, but it should look like this:
importance of local production
to local recruitment
dispersal distance
(% settlers produced locally)
V) Factors affecting recruitment
10
V) Factors affecting recruitment
3) Determinants of larval production (sources of variation):
i) population size
ii) size /age distribution
iii) density (mate availability, Allee effect)
iv) sex ratio (mate availability)
iv) condition (food / energy availability - benthic, oceanographic)
v) resource availability (spawning sites)
vi) seasonality (influences dispersal patterns)
vii) location (influences dispersal patterns)
Offspring production: climatic variability
- Bight-wide patterns of juvenile impingement- declines in recruitment for many spp. (1980 - 1991)- attributed to reduced production (but maybe larval survival)- reflecting large-scale decline in productivity
Power plant impingement of fish larvae:Ocean climate change
1) Love et al. 1998 Fishery Bulletinincluded commercial species
2) Brooks et al. 2002 Mar. Freshwater Res.no commercial spp.
11
Offspring production: climatic variability
Perch recruitment
Population responses:4 surfperch
species
Benthic productivity
Surfperch production
Holbrook et al. 1997 Ecological Applications
Ocean climate change
V) Factors affecting recruitment
3) Determinants of larval production (sources of variation):
Not just numbers but larval quality as well:
A) Spatial variation in environmental quality (productivity) and larval quality MacFarlane and Norton 1998 Fishery Bulletin
0
20
40
60
80
100
protein totallipids
esters triacyl-glycerol
s
cholesterol polarlipids
BodegaPioneerAscension
Larval condition of Sebastes jordani (shortbelly rockfish) among three submarine canyons:
12
3) Determinants of larval production (sources of variation):
Not just numbers but larval quality as well:
B) Larvae produced by older females grow faster and survive better Steve Berkeley 2004 Ecology; 2004 Fisheries
black rockfish, Sebastes melanops
similar relationships between larval condition /performance and size of oil globule energy stores
suggests age-based energy allocation by females
3) Determinants of larval production (sources of variation):
Not just numbers, or quality, but timing as well:
B) Females of different ages / sizes, spawn at different times over the spawning season Bobko, S. & S. Berkeley. 2004, Fishery Bulletin
- examined maturity, ovarian cycle, fecundity, and age-specific parturition of black rockfish (Sebastes melanops).
Conceptually…
Result: older females spawn earlier, when larvae experience higher survival and recruitment
Number of females
spawning
time
Larval survival
3-4 yr5-6 yr7-8 yr9-10 yr
13
Seagrass beds
Recruitment is important and fascinating…
but studying it really bites!
1 cm 1000 km100 km
Linear spatial scales
Tem
po
ral s
cale
1 m 10 m 100 m 1 km 10 km1 dm
100 yrs
1 month
1 week
1 day
1 hour
1 min
1 year
1 decade
Turbulent eddies Surfacewaves
Surface tides
Langmuir cells
Planktonmigration
Coastallytrappedwaves
Seasonalupwelling
Mesoscaleeddies
ENSO
10000 km
PDO
Internalwaves
Seasonalcurrent shifts
Kelpforests
Larval production
Small-scalefronts, plumes,
runoff
Carr and Syms 2006, CA Fishes book
Sources of spatial and temporal variation in recruitment
Larval dispersal
Larval production
14
V) Factors affecting recruitment
B) Determinants of larval delivery
What influences the fate of propagule production?
1) Survivalthey can’t get there if they don’t survive
(poorly understood, topic of hypotheses re: fisheries management: match/miss-match)
2) Dispersal (advection)what determines patterns of transport
(small and large-scale processes)
3) Depletion (by settlement)fewer available as they settle elsewhere
V) Factors affecting recruitment
B) Determinants of larval delivery
a) currents —e.g., California Current
2) Dispersal (advection)what determines patterns of transport?
i) Large-scale (biogeographic) processes
15
i) Large-scale (biogeographic) processes
a) currents —e.g., California Current
2) Dispersal (advection)what determines patterns of transport?
Example: Doyle 1984, Gaines 1997
Gen. Hypothesis: larval supply limits biogeographic ranges
Specific Hypothesis: if barnacle larvae transported above Pt. Conception, they would survive
Test: Transplanted recently settled juveniles above Pt. Conception
Result: They survived!
Conclusion: Currents around Pt. Conception limited northern boundary of barnacle range
i) Large-scale (biogeographic) processes
b) currents — e.g., California current - El Nino
2) Dispersal (advection)what determines patterns of transport?
Example: Cowen 1985 Jour. Mar Research
Large scale patterns of temporal (episodic) variability
Normal year (La Nada)
El Nino
Hypothesis: Change in current patterns influences spatial patterns of sheephead recruitment
16
i) Large-scale (biogeographic) processes
b) currents — e.g., California current - El Nino
2) Dispersal (advection)what determines patterns of transport?
Example: Cowen 1985 Jour. Mar Research
Large scale patterns of temporal (episodic) variability
Normal year (La Nada)
El Nino
Hypothesis: Change in current patterns influences spatial patterns of sheephead recruitment
Specifically, northward El Nino currents would increase recruitment in northern portion of sheephead range.
California sheepheadSemicossyphus pulcher
17
Example: Cowen 1985 Jour. Mar Research
Hypothesis: Change in current patterns influences spatial patterns of sheephead recruitment
Test: Use annual otolith increments and settlement mark to back-calculate what year individuals settled… Use this to construct strength of year-class recruitment
San Nicolas Is.
Is. Guadalupe
Cabo Thurloe
0 0 0
0ND
ND ND
0ND
10
20
10
20
20
20
10
10
30
40
Is. San Benito
75 77 79 81 83
Year
V) Factors affecting recruitment
B) Determinants of larval delivery
a) Windward and leeward patterns around islands
2) Dispersal (advection)what determines patterns of transport?
ii) Small-scale (localized) processes
- local retention? Implications for “openness” of marine populations
- microchemical signatures in otoliths -“flight recorders”
- two cool examples:Swearer et al. 1999 Nature -St. Croix, CaribbeanJones et al. 1999 Nature -Lizard Island, Australia
18
Pattern: Spatial variation in recruitment of blue head wrasse, Thalassoma bifasciatum, around St. Croix Island
Caselle & Warner, 1996
Mon
thly
rec
ruit
densi
ty (
fish
/m2)
Mon
thly recru
itden
sity (fish/m
2)
0
1.0
2.0
1.5
0.5
N
1.0
2.0
1.5
0.50
5 km
current
wind
Larval dispersal withpatch depletion
Larval retention within island wake
Hypothesis: Patterns of larval transport (delivery and retention) causes spatial pattern of recruitment
Sources of chemical signatures:
Christiansted
Cruzan Rum, Hess Oil, Vialco
Salt River Canyon
Groundwater
Swearer et al. St. Croix, Caribbean
19
Monthly relative recruitment intensity
Mea
n c
anon
ical
fac
tor
1
Dis
per
sal R
eten
tion
Butler Bay (Leeward) Jack's Bay (Windward)
-1.5
-1.0
-0.5
0.0
0.5
1.0
1.5
2.5 3.0
Northstar (Leeward)
1.0 2.0 2.5 0.0 1.0 2.00.5 1.51.52.25 3.25
Multivariate measure of relative abundance of elements in otoliths
Conclusion: recruitment on windward side from elsewhere, recruitment on leeward side from retention of locally produced larvae
Result: fish that had recruited on leeward sides mostly had retention signatures, whereas fish that recruited on windward side mostly had “dispersal” signatures (“blue water”)
V) Factors affecting recruitment
B) Determinants of larval delivery
b) Internal waves
2) Dispersal (advection) what determines patterns of transport?
ii) Small-scale (localized) processes
Alan Shanks 1983, MEPS
ONSHORE TRANSPORT
- onshore currents caused by tidal action
- form at interface of salinity, temperature (= density) strata
- occur on 14-day frequency
- form surface slicks above trough with warm water
Shanks sampled larvae as waves passed by and detected concentrations above troughs, identified intertidal waves as mechanism for onshore transport of larvae!
20
Example: Norris 1963, Ecological Monographs
- Opal eye (Girella nigricans)
- Pattern: recruitment related to tide pool temp.
- lab experiments: thermal preference
- Pattern: coast-wide, recruitment inversely related to upwelling
- hypothesized mechanisms of larval delivery: interaction among…
- internal waves
- thermal / structural cues
- upwelling
c) Physical processes and larval behavior
B) Determinants of larval delivery
ii) Small-scale (localized) processes
“Structure - schooling”Long larval duration(3 - 4 months)
“Benthic - solitary”Short larval duration(1-2 months)
Black-&-yellow rockfish
Gopher rockfish
Kelp rockfish
Black rockfish
Yellowtail rockfish
Olive rockfish
21
(1998) (1999) (2000)El Nino La Nina La Nada
Mid-water complexLong larval duration(3 - 4 months)
Benthic complexShort larval duration(1-2 months)
Kelp, Black-&-yellow, and Gopher rockfish
Olive, Yellowtail and Black rockfish
1007550250
255075
100
Rel
ativ
e A
bu
nd
ance
1986 1992
1.0
0.5
0.5
1.0
0
Pro
po
rtio
n
Lenarz et al. 1995 CalCOFI
Carr and Syms 2006
Pattern: Interannual variation in rockfish recruitment - midwater vs. benthic species
Num
ber
of
fish
per
tra
nse
ct Midwater complex
Benthic Complex
0
10
20
30
40
50
60
70
80
1999 2000 2001 2002 2003 2004 2005
Year
-1
0
1
2
3
Cumulativeupwelling
indexanomaly
(thru June)
22
e.g., Larson et al. 1994, Lenarz et al. 1995, CalCOFI Rpt.s
d) shifts in vertical distribution with ontogeny -- upwelling
- vertical distribution of early and late larval rockfishes
0 0.2 0.4 0.6
13
37
87-117
proportion
depth (m)
“structure - schooling” spp.
“benthic - solitary” spp.
offshore
onshore
depthearly
larvae
latelarvae
pelagicjuveniles
kelp bed
B) Determinants of larval delivery
ii) Small-scale (localized) processes
Mid-water complexLong larval duration(3 - 4 months)
Upwelling
10
30
50
70
(1998) (1999) (2000)
El NiñoLa Niña
La Nada
Fis
h p
er 2
40 m
3
Olive, Yellowtail and Black rockfish
Black rockfish
Olive rockfish
Yellowtail rockfish
23
Benthic complexShort larval duration(1-2 months)
Relaxation
(1998) (1999) (2000)
El NiñoLa Niña
La Nada
Fis
h p
er 2
40 m
3
0
4
8
12
16
20 Kelp, Black-&-yellow, and Gopher rockfish
Black-&-yellow rockfish
Gopher rockfish
Kelp rockfish
May June July August
Nu
mb
er o
f fi
shp
er s
amp
lin
g u
nit Benthic complex
n = 363 0.5
0.3
0.4
0.2
0.1
0.0
Mid-water complexn = 227
Nu
mb
er o
f fi
shp
er s
amp
lin
g u
nit
0.5
0.3
0.4
0.2
0.1
0.0
Tem
per
atu
re (
°C)
May June July August
Year 2000
9
10
11
12
13
14
(3) Smaller-scale, more frequent events(Ammann unpublished)
24
Feb Apr Jun Aug Oct
0 0.2 0.4-0.2-0.4
Feb Apr Jun Aug OctFeb Apr Jun Aug Oct
33.3N
37.0N
40.7N
44.4N
2xCO2 – 1xCO2 2xCO2Veg – 2xCO2 2xCO2Veg – 1xCO2
Not looking good… or differences in replenishment may increase!(Diffenbaugh et al., PNAS, 2004)
Wind Stress Curl Anomalies (x 10-7 N/m3) = Upwelling
Application: predicting ecological consequences of regional climate change
Pattern: Interannual variation in rockfish recruitment - midwater vs. benthic species
Num
ber
of
fish
per
tra
nse
ct Midwater complex
Benthic Complex
0
10
20
30
40
50
60
70
80
1999 2000 2001 2002 2003 2004 2005
Year
-1
0
1
2
3
Cumulativeupwelling
indexanomaly
(thru June)