OF FISH SEABIRDS AND TREES THE PAST PRESENT … · FUTURE OF UPWELLING ECOSYSTEMS Lessons learned...
Transcript of OF FISH SEABIRDS AND TREES THE PAST PRESENT … · FUTURE OF UPWELLING ECOSYSTEMS Lessons learned...
OF FISH, SEABIRDS, AND TREES: THE PAST, PRESENT, AND FUTURE OF UPWELLING ECOSYSTEMS
Lessons learned from the California Current
..William J. Sydeman on behalf of the “Present, Past, and Future of Upwelling” Team
Support provided by: NSF, NOAA, FI, NASA
Changes in the timing and/or magnitude of alongshore winds in EBCS may alter upwelling, nutrient flux, offshore advection, and the form and functions of these key coastal ecosystems. This may include changes in: a. habitat qualities (T, S, O2, pH, etc.) b. primary, secondary, etc. productivity, c. phenology (timing of biotic events), d. species’ range, distributions, spatial organization, e. species interactions, biological communities, f. fisheries, other ecosystem services, and coastal
communities
Climate Change and Upwelling Ecosystems
Interdisciplinary Team Approach: Environmental – Steven Bograd, Isaac Schroeder, Marisol Garcia-Reyes, Art Miller, Manu Di Lorenzo, Nate Mantua Marine Ecology/Bio. Oceanog./Fisheries – Bryan Black, Sarah Ann Thompson, Bill Sydeman, Ryan Rykaczewski, Brian Wells, Jarrod Santora, Andy Bakun Dendrochonologists (tree ring analysis, upwelling in past at centennial scale (~600 years)
2) Time Series Analysis (present, past, and future): what is the relationship between the seasonality of upwelling and ecosystem form and function? has variability/variance in upwelling changed systematically? what is the future of upwelling and coastal upwelling ecosystems?
Sebastes diploproa, splitnose rockfish
Photo credit:Lifted from M. Love’s webpage
80+ yrs old 300 m depth Collections 1980 – 2008 1 of ~60 species in the region
Groundfish Growth: Splitnose rockfish (Sebastes diploproa)
region of strongest upwelling in CCS
Annual growth increments analogous to trees
1933: year of birth
1989: year of capture
Splitnose otolith
1983 El Nino
1958 El Nino
Master chronology
Splitnose chronology: 72 otoliths
Year
1920 1940 1960 1980 2000
Rin
g w
idth
inde
x
0.4
0.6
0.8
1.0
1.2
1.4
1.6
valid: 36 to 40 degrees latitude
Cross-correlations with upwelling index @ 39N Splitnose rockfish chronology and monthly upwelling (51 yrs)
wintertime (JF) upwelling has strongest effect; no effect seen
during the peak of annual cycle of upwelling
Month
JUL-prev
AU
G-prev
SE
P-prev
OC
T-prev
NO
V-prev
DE
C-prev
JAN
FEB
MA
R
AP
R
MAY
JUN
JUL
AU
G
SE
P
OC
T
NO
V
DE
C
Cor
rela
tion
coef
ficie
nt
-0.1
0.0
0.1
0.2
0.3
0.4
0.5
0.6
* p < 0.01 * *
yelloweye rockfish piscivorous
Covariance between fish and seabirds?
splitnose rockfish planktivorous
growth-increment chronologies
common murre piscivorous
Cassin’s auklet planktivorous
egg-laying dates
and
breeding success
Chinook salmon piscivorous
Sub-annual scale of responses
Biotic time series
lay date (julian day)
120 130 140 150 160 170
lay date (julian day)
80 100 120 140 160
success
0.0 0.2 0.4 0.6 0.8 1.0
success
0.0 0.2 0.4 0.6 0.8 1.0 1.2
ring width index
0.7 0.8 0.9 1.0 1.1 1.2
year
0.7 0.8 0.9 1.0 1.1 1.2
murre lay date
auklet lay date
murre success
auklet success
splitnose chronology
1950 1960 1970 1980 1990 2000 2010
ring
wid
th in
dex
-1.0
-0.5
0.0
0.5 1.0 yelloweye chronology
salmon chronology
ring width index
lay date fledgling success
growth-increm
ent chronology
Biotic time series: mostly winter correlations
corr
elat
ion
coef
ficie
nt (r
)
-0.8
-0.6
-0.4
-0.2
0.0
0.2
0.4
0.6
0.8
murre hatch auklet hatch murre success auklet success
month
JUL-prev
AUG
-prev SEP-prev O
CT-prev
NO
V-prev D
EC-prev
JAN
FEB M
AR
APR
MAY
JUN
JU
L AU
G
SEP O
CT
NO
V D
EC
correlation coefficient (r)
-0.6
-0.4
-0.2
0.0
0.2
0.4
0.6
yelloweye splitnose salmon
Combining biotic time series
lay date (seabirds)
breeding success (seabirds)
growth (rockfish, salmon)
lay date (julian day)
120 130 140 150 160 170
lay date (julian day)
80 100 120 140 160
success
0.0 0.2 0.4 0.6 0.8 1.0
success
0.0 0.2 0.4 0.6 0.8 1.0 1.2
ring width index
0.7 0.8 0.9 1.0 1.1 1.2
year
0.7 0.8 0.9 1.0 1.1 1.2
murre lay date
auklet lay date
murre success
auklet success
splitnose chronology
1950 1960 1970 1980 1990 2000 2010
ring
wid
th in
dex
-1.0
-0.5
0.0
0.5 1.0 yelloweye chronology
salmon chronology
common interval: 1978 - 2001
ring width index
Multivariate response variable (EOF of biotic series)
PCA axis 1
0.10 0.15 0.20 0.25
PC
A ax
is 2
-0.4
0.0
0.4
0.8
salmon
auklet success
yelloweye
splitnose
murre success
murre date
auklet date
EOF1 and EOF2 fish and bird vs. upwelling: winter sensitive and summer sensitive spp.
PC
1
-4 -3 -2 -1 0 1 2
Year 1975 1980 1985 1990 1995 2000 2005
Cor
rela
tion
coef
ficie
nt
-0.4
-0.2
0.0
0.2
0.4
0.6
Month
JUL-prev
AU
G-prev
SE
P-prev
OC
T-prev N
OV-prev
DE
C-prev
JAN
FE
B
MA
R
AP
R
MAY
JU
N
JUL
AU
G
SE
P
OC
T N
OV
D
EC
* p < 0.01 *
Month
JUL-prev
AU
G-prev
SE
P-prev
OC
T-prev N
OV-prev
DE
C-prev
JAN
FE
B
MA
R
AP
R
MAY
JU
N
JUL
AU
G
SE
P
OC
T N
OV
D
EC
Cor
rela
tion
coef
ficie
nt
-0.4
-0.2
0.0
0.2
0.4
0.6 * p < 0.01 *
59% variance explained; eigenvalue = 4.1
3
Year 1975 1980 1985 1990 1995 2000 2005
PC
2
-3 -2 -1 0 1 2
16% variance explained; eigenvalue = 1.1
Species Winter/Spring Summer Location Variable Cassin’s Auklet + + + + + Farallon Islands Lay Date Common Murre + + + + + Farallon Islands Lay Date
Cassin’s Auklet + + + + Farallon Islands Repro. success
Common Murre + + + Farallon Islands Repro. success
Rhinoceros Auklets + Farallon Islands Repro. success
Pigeon Guillemot + Farallon Islands Repro. success Pelagic Cormorant + Farallon Islands Repro. success Brandt’s Cormorant + Farallon Islands Repro. success
Brandt’s Cormorant + Farallon Islands Survival
Rhinoceros Auklets + Año Nuevo Repro. success
Splitnose Rockfish + + + + N California Otolith crn.
Yelloweye Rockfish + + + + N California Otolith crn.
Aurora Rockfish + Oregon Otolith crn.
Chinook Salmon + + N California Scale crn.
Pacific Sardine + S California Recruitment
Krill + Central CA Abundance
Chlorophyll-a + Central CA Concentration
+ Schroeder et al. 2009 + Black et al. 2010 + Black et al. 2011 + Garcia-Reyes et al. 2013 + Schroeder et al. 2013 + Garcia-Reyes et al. 2014 (but only data in the summer for krill)
Environment: EOF of SST, wind, and UI
Winds and temps from 12 buoys 1988-2010 Upwelling from same latitudes
Early season environment explains biotic response
PCenv from winds, temps (winter / early spring signal) PCbio from 9 time series (56% variability explained)
R2 = 0.79 20 years
“Bottom-up” Mechanism of Response: Path analysis
Seabird (Cassin’s auklet) laying date: euphausiid key
changes in food webs related to upwelling determine responses of fish and seabirds; effects to UTL species are indirect operating through predator-prey interactions; focus on MTL species (i.e.,
euphausiids, forage fishes, and squids) will be key to understanding and predicting UTL response to climate change
Monthly matrix of Upwelling Index at 39N year JAN FEB MAR APR MAY JUN JUL AUG SEP OCT NOV DEC
1946 6 -10 45 36 85 111 140 155 35 59 5 -5
1947 14 -3 2 60 68 122 83 169 81 9 44 1
1948 -4 49 28 7 47 108 148 117 54 12 7 7
1949 40 22 -4 44 67 165 160 74 41 65 -35 11
1950 24 -7 12 72 210 121 205 90 48 -6 0 -58
1951 7 2 90 66 87 170 203 179 33 12 -18 4
1952 -3 2 104 45 100 137 144 126 52 0 0 -45
1953 -39 65 40 42 74 189 174 53 33 20 -23 8
. . . . . . . . . . . . .
. . . . . . . . . . . . .
. . . . . . . . . . . . .
2000 -21 -113 105 21 116 216 302 272 115 64 14 -5
2001 -5 -5 86 127 256 326 365 203 106 91 -12 -18
2002 3 0 33 117 202 388 271 285 130 129 -2 -175
2003 -102 37 20 18 221 302 327 154 140 51 -6 -95
2004 -38 -25 92 73 149 241 145 97 173 45 78 3
2005 -17 4 18 80 64 196 216 209 194 82 40 -37
2006 1 27 0 30 170 202 297 243 170 116 29 4
2007 107 23 112 146 239 228 116 138 105 37 56 26
2008 -1 39 133 150 231 287 170 194 87 65 11 34
-3
Upwelling 39N
winter mode PC1
JAN
FEB
MA
R
AP
R
MAY
JUN
JUL
AU
G
SE
P
OC
T
NO
V
DE
C
correlation coefficient (r)
-0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0
PC2
Year 1940 1950 1960 1970 1980 1990 2000 2010
winter mode
Upw
ellin
g P
C1
-2 -1 0 1 2 3 PC1
25% variance explained
summer mode
Winter (Jan:Mar) upwelling index
-150 -100 -50 0 50 100
Sum
mer
(Jun
:Aug
) upw
ellin
g in
dex
50
100
150
200
250
300
350
winter vs. summer UW summer upwelling
3
Year 1940 1950 1960 1970 1980 1990 2000 2010
Upw
elling PC
2
-3 -2 -1 0 1 2
PC2
14% variance explained
winter upwelling
Scaling up: EOF of Upwelling Index across CCS
45N
42N
39N
36N
33N
% var 14 16 14 19 19
EV 1.68 1.87 1.71 2.24 2.22
winter mode
Correl. -0.01 -0.01 0.02 -0.08 -0.02
winter vs. summer
Principal components repeated at 5 locations
Lat 45 N 42 N 39 N 36 N 33 N
% var 15 24 25 30 34
EV 1.74 2.88 3.03 3.61 4.08
summer mode
EV = eigenvalue % var = percent variance explained
Trends in Seasonal Upwelling Index
Year 1950 1960 1970 1980 1990 2000 2010
Nor
mal
ized
inde
x
-2
0
2
4 summer mode (increase?)
45N
42N
39N
36N
33N J F M A M J J A S O N D
Latit
ude
Month
Year 1950 1960 1970 1980 1990 2000 2010
Norm
alized index -2
0
2
4 winter mode (variation)
45N
42N
39N
36N
33N J F M A M J J A S O N D
Latit
ude
Month
Coastwide analysis (5 upwelling stations)
Driver? Winter mode and sea level pressure
-4 -2 0 2
Nor
mal
ized
win
ter u
pwel
ling
-4
-3
-2
-1
0
1
2
3
NPH NOI
Normalized NOI, NPH
Winter mode vs. NOI and NPH
North Pacific High
Northern Oscillation Index
Correlation with winter sea level pressure
correlation coefficient (r)
Summer mode and sea level pressure
Correlation with summer sea level pressure
correlation coefficient (r)
Summer mode vs. NOI and NPH
Normalized NPH, NOI -3 -2 -1 0 1 2 3
Nor
mal
ized
sum
mer
upw
ellin
g
-3
-2
-1
0
1
2
3
NPH NOI
drivers of summer upwelling poorly understood
Winter mode and the North Pacific High
pCUI = sum of all positive daily upwelling values (Jan-Feb)
R2 = 0.64
R2 = 0.57
Why winter?
Greatest variability Lengthen growing season Pre-condition (“jump start”) food web dynamics
North Pacific Current
But, also more than upwelling… source waters?
Winter NPH: Key to the past and Q: Has Upwelling Become more Variable?
correlation coefficient (r)
Jet stream
H
Reconstructing the Past Upwelling
Year
1900 1920 1940 1960 1980 2000
Norm
alize
d in
dex
-4
-2
0
2
4winter SLPwinter sea level
winter UWwinter climate
Year
1900 1920 1940 1960 1980 2000No
rmal
ized
inde
x-4
-2
0
2
4SLPwinter sea level
winter UW
Winter blocking high Correlation between upwelling and winter sea level pressure
correlation coefficient (r)
Jet stream
H storm track
Inverse correlation between NW winds, precip
Year
1900 1920 1940 1960 1980 2000No
rmal
ized
inde
x-4
-2
0
2
4 winter SLPwinter sea level
winter UWwinter climatewinter precip
Marine and terrestrial linkages
Year
1900 1920 1940 1960 1980 2000
Norm
alize
d in
dex
-4
-2
0
2
4treeswinter SLPwinter sea level
winter UWwinter climatewinter precip
Trees-3 -2 -1 0 1 2
Win
ter c
limat
e
-4
-3
-2
-1
0
1
2
R2 = 0.65
Running standard deviation
Year
1950 1960 1970 1980 1990 2000 2010
Nor
mal
ized
inde
x
-4
-3
-2
-1
0
1
2
3
Winter climate 1948-1968 1949-1969 1950-1970
Running standard deviation
Year
1950 1960 1970 1980 1990 2000 2010
Run
ning
std
dev
0.6
0.7
0.8
0.9
1.0
1.1
1.2
1.3
Winter climate
Running standard deviation
Year
1900 1920 1940 1960 1980 2000
Run
ning
std
dev
0.4
0.6
0.8
1.0
1.2
1.4 Sea levelWinter climate
Running standard deviation
SFO sea level
1880 1900 1920 1940 1960 1980 2000S
td. d
ev.
0.4
0.8
1.2
1.6winter climate
reconstruction
Year
1500 1600 1700 1800 1900 2000
Std
. dev
.
0.4
0.8
1.2
1.6
90% CI 95% CI
S
Meta-analysis of literature: winds across EBCS
SL P
ress
ure
(hPa
)
1000
10
25
1015
10
20
1010
10
05
CON
SIST
ENCY