effects of the 2013-2015 warm anomaly in prince … · 2016-03-10 · effects of the 2013-2015 warm...
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EFFECTS OF THE 2013-2015 WARM ANOMALY IN PRINCE WILLIAM SOUND, ALASKARob Campbell and Caitlin McKinstry - Prince William Sound Science Center, Cordova, AK
Temperature anomalies from CTD casts, central PWS (1974-2016) Central PWS (CS, the blue region in the map, right) is exhibiting a long term warming trend at all depths, and anomalies shifted to generally positive in late 2013. The temperature trend is flat at the surface (and negative in NW PWS), presumably caused by cooling due to melting ice sheets along the periphery of PWS.
Map of locations mentioned in the poster. Black dots = CTD cast locations (all years), circles = station locations (B60 = NDBC buoy 46060). Black box = bounding box for MODIS surface chl-a averages.
Surface TemperatureSST anomalies at buoy 46060 in cen-tral PWS began to switch towards posi-tive anomalies in mid 2013, but oscil-lated into mid 2014 (unlike the GoA). By autumn 2014 surface temperature anomalies were strongly and consis-tantly positive well into 2015.
Heat FluxMean sensible winter heat flux (average between Oct 1 and Jan 31 of each year) out of the surface ocean has been decreasing over time, and have generally been low in recent years. This pattern is consis-tent among buoy observations on the NGoA shelf (not shown).
Mar Apr May Jun Jul Aug
0
10
20
30
2009
0
10
20
30
2010
0
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20
30
2011
0
10
20
30
2012
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2013
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20
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2014
Mar Apr May Jun Jul Aug0
10
20
30
2015
Month
Surf
ace
Chl−
a (µ
g l
−1)
Surface Chl-a timeseries Top panel: 1993-1997 from a buoy in central PWS (“AMP” site on map). Thin line = in situ fluorescence, black dots = filtered chl fluores-cence, thick line = NPZ model prediction. After Eslinger et al. (2001; Fish Oceanogr. 10(suppl. 1):81) Bottom panel: 2009-2015 from MODIS obser-vations (mean ± sd) in central PWS.
Mar Apr May
0
10
20
30
40
50
60
Time
Pres
sure
(dba
r)
Nitrate ( µM)
0
5
10
15
20
Apr May
0
10
20
30
40
50
60
70
Time
Pres
sure
(dba
r)
Nitrate ( µM)
4
6
8
10
12
14
16
18
20
22
24
Mar Apr May
0
10
20
30
40
50
60
Time
Pres
sure
(dba
r)
Fluorescence counts
50
100
150
200
250
300
350
400
450
500
550
Apr May
0
10
20
30
40
50
60
70
Time
Pres
sure
(dba
r)
Fluorescence counts
50
100
150
200
250
300
350
400
450
500
149 oW 148 oW 147 oW 146 oW
40’
60 oN
20’
40’
61 oN
20’
GoA
CS
E
NW
EH
EM
HEHW
PWS
MS
SM
SH
WH
WMZH
ZM
AMPB60
2
346
112
2
223446
2
346
6
1
234
612
341
11
2
226
1
1
2
2461512
2
222446642
34466
1
242
612
246
61
2
224
1
1
2
4451442
2
224445612
24464
1
242
612
246
61
2
224
1
1
1
2
3556412
2
234446
2
34466
1
234
611
346
112
234
6
1
1
2
5556612
2
255555611
55566
1
236
611
336
11
2
336
1
1
1
2
3556112
2
233555112
35666
1
234
612
356
11
2
2361
1
1
2
3356511
2
233335512
33566
1
233
661
335
11
2
233
1
1
1
2
3456411
2
223445612
23644
1
234
612
234
11
2
234
1
1
1
2
355
611
2
335556
1
35666
1
235
611
356
11
2
335
6
1
1
2
366
611
2
233466
2
33666
1
235
611
346
11
2
334
1
1
1
2
355
611
2
234656
1
34466
1
235
611
336
11
2
333
6
1
1
2
345
611
2
234466
1
44466
1
235
611
346
11
2
444
1
1
2009
2010
2011
2012
2013
2014
2015
Zooplankton Grouping by Stations − Hierarchical Clustering
Station
Tim
e
PWS HE HW MS SH SM ZH ZM WH WM EH EMNDJF
MAMJJASONDJF
MAMJJASONDJF
MAMJJASONJF
MAMJJASONJF
MAMJJASONJF
MAMJJASON
0 0.2 0.4 0.6 0.8 1
Siphonophora
Pleurobrachia
Paracalanus parvus
CYPHONAUTES larva (Bryozoa)
Themisto pacifica
Group 1
0 0.2 0.4 0.6 0.8 1
Microcalanus pygmaeus
Mesocalanus tenuicornis
Ostracoda
Group 2
0 0.2 0.4 0.6 0.8 1
Spionidae
Oncaea borealis
Neocalanus plumchrus
Fritillaria borealis
Acartia tumida
Group 3
0 0.2 0.4 0.6 0.8 1
Parasagitta elegans
Eucalanus bungii
Neocalanus flemingeri
Gadidae
Group 4
0 0.2 0.4 0.6 0.8 1
Evadne nordmanni
Podon leuckartii
Centropages abdominalis
FURCILIA (Euphausids)
VELIGER (Bivalvia)
Group 5
0 0.2 0.4 0.6 0.8 1
Eutonina indicans
Catablema nodulosa
Oikopleura dioica
Gonionemus
Eurytemora
Group 6
2013 2014 2015 2016−4
−3
−2
−1
0
1
2
3
4
5
Tem
pera
ture
ano
mal
y (°
C)
NDBC Buoy 46060 − Central PWS
1995 2000 2005 2010 2015−60
−55
−50
−45
−40
−35
−30
−25
−20
Oct
−Jan
mea
n he
at fl
ux (W
m−2
)
Year
NDBC Buoy 46060 − Central PWS − Winter Heat Flux
1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016
−2
−1
0
1
2 2 mSlope: 0.00 °C/decade
−2
−1
0
1
2 25 mSlope: 0.19 °C/decade
−1
0
1
2 50 mSlope: 0.18 °C/decade
1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016
−1
−0.5
0
0.5
1 200 mSlope: 0.13 °C/decade
Time
Tem
pera
ture
ano
mal
y (°
C)
Group membership - Indicator Species Analysis
PWS Profiling mooring (located at “AMP” station on map)Daily profiles of Nitrate concentration (top panels) and cholorophyll-a fluorescence (bottom panels) in 2014 (left panels) and 2015 (right panels). Nitrate concentrations were measured with a Satlantic SUNA. Chlorophyll-a fluorescence is expressed as digital counts, which are linearly related to chlorophyll concentration.
● Spring bloom usually initiates in May. ● 2014 bloom was ~ 2 weeks earlier than usual • All nitrate depleted in surface 20 m by late Apr. ● 2015 bloom: small “bloomlet” early May • surface nitrate high well into May (and into June) • MODIS suggests a small bloom as well.
2014 2015
2009
2010
2011
2012
2013
2014
2015
Station
Tim
e
Centropages abdominalis concentration (ind m −3)
PWS HE HW MS SH SM ZH ZM WH WM EH EM
NDJF
MAMJJASONDJF
MAMJJASONDJF
MAMJJASONJF
MAMJJASONJF
MAMJJASONJF
MAMJJASON
500
1000
1500
2000
2500
3000
2009
2010
2011
2012
2013
2014
2015
Station
Tim
e
Neocalanus flemingeri concentration (ind m −3)
PWS HE HW MS SH SM ZH ZM WH WM EH EM
NDJF
MAMJJASONDJF
MAMJJASONDJF
MAMJJASONJF
MAMJJASONJF
MAMJJASONJF
MAMJJASON
100
200
300
400
500
600
2009
2010
2011
2012
2013
2014
2015
Station
Tim
e
Neocalanus plumchrus concentration (ind m −3)
PWS HE HW MS SH SM ZH ZM WH WM EH EM
NDJF
MAMJJASONDJF
MAMJJASONDJF
MAMJJASONJF
MAMJJASONJF
MAMJJASONJF
MAMJJASON
100
200
300
400
500
600
700
2009
2010
2011
2012
2013
2014
2015
Station
Tim
e
Calanus pacificus concentration (ind m −3)
PWS HE HW MS SH SM ZH ZM WH WM EH EM
NDJF
MAMJJASONDJF
MAMJJASONDJF
MAMJJASONJF
MAMJJASONJF
MAMJJASONJF
MAMJJASON
50
100
150
200
250
2009
2010
2011
2012
2013
2014
2015
Station
Tim
e
Siphonophora concentration (ind m −3)
PWS HE HW MS SH SM ZH ZM WH WM EH EM
NDJF
MAMJJASONDJF
MAMJJASONDJF
MAMJJASONJF
MAMJJASONJF
MAMJJASONJF
MAMJJASON
500
1000
1500
2000
2500
2009
2010
2011
2012
2013
2014
2015
Station
Tim
e
Paracalanus parvus concentration (ind m −3)
PWS HE HW MS SH SM ZH ZM WH WM EH EM
NDJF
MAMJJASONDJF
MAMJJASONDJF
MAMJJASONJF
MAMJJASONJF
MAMJJASONJF
MAMJJASON
200
400
600
800
1000
1200
● Clustering/ISA shows no major shifts in taxa groups ● Some species have shown year-to-year shifts • N. flemingeri (large, spring calanoid) has been comparatively rare in recent years. • Some “warm water” spp. have become more _ common, others (e.g. C. pacificus) have not.
SPRING BLOOM ZOOPLANKTON
The Fine Print:Profiles of temperature and salinity were collected from several sources. The database described by Musgrave et al. (2013, Cont. Shelf Res. 53:20-29) was merged with casts from the NOAA NODC World Ocean Database. Casts in the database were verified with automated methods to eliminate duplicate casts, and for physically unlikely values (-2°C < T > 25°C, 0 < S > 35), and questionable casts were visually examined prior to being discarded. Casts done as part of recent oceanographic monitoring programs conducted by the author (2009-present) were also included. Temperature was seasonally detrended by fitting all years’ data to a second order cosine curve to produce a composite model annual cycle, and anomalies calculated as the difference between observations and the model. Data from buoy 46060 was downloaded from the NOAA ERDDAP server (data product: cwwcNDBCMet). Hourly observations were converted into daily averages and anomalies calcu-lated with the same method as described for CTD casts. Heat flux was calculated with the TOGA COARE algorithm (Fairall et al., 1996, J. Geophys. Res. 101:3747-3762) without cool-skin correction. Because Buoy 46060 does not measure relative humidity or dewpoint, relative humidity was estimated as the daily average from several other buoys in the region.Surface chl-a estimates were calculated from MODIS L3SMI daily composites (NOAA ERDDAP product: erdMH1chla1day), in a box centered in central PWS (see map). All non-masked pixels within the box were averaged and standard deviation calculated for each day that there were observations.Zooplankton were collected with a 202µm mesh, 60 cm diameter bongo net towed from 50 m (or bottom) to surface. Plankton were identified to species or lowest practicable taxonomic level under a microscope. Station/taxa groups were determined by heirarchical cluster analysis on the log(n+1) transformed taxa x station matrix using Ward’s agglomerative method. Indi-cator species analysis (Defrene & Legendre, 1997, Ecol. Monogr. 67:345-366) was done to identify the species most representative of each group. Rare taxa (occurring in <5% of all samples) were excluded, and the significance of the ISA value assessed by Monte Carlo simulation; taxa found to be not significantly different from random (p<0.05) were not considered.This work was supported by the Exxon Valdez Oil Spill Trustee Council program 12120114-E: “Long term monitoring of oceanographic conditions in Prince William Sound”