responses of marine ecosystems to a changing...
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HawaiiTalk#2 June 2010 11
Responses of Marine Ecosystems Responses of Marine Ecosystems to a Changingto a Changing ClimateClimate
Ken Denman
Fisheries and Oceans Canada
EC Canadian Centre for Climate Modelling and Analysisc/o University of Victoria, BC, Canada
&Institute of Ocean Sciences, Sidney, BC
Email: [email protected]
U. Victoria
HawaiiTalk#2 June 2010 2
ContributorsContributors
DFO – CCCMA/IOS• Jim Christian
• Nadja Steiner
EC – CCCMA• Bill Merryfield
• John Fyfe
HawaiiTalk#2 June 2010 33
Ocean Ecosystems Ocean Ecosystems ⇔⇔⇔⇔⇔⇔⇔⇔ ClimateClimate
1.Projections of climate change
2.Climate variability in space and time
3.Physical transport and stratification, e.g.
– currents, controls on mixing, gravitational sinking (& buoyant rising)
4.Direct links between ocean ecosystems and climate,e.g.– thermal regulation of physiological rates
5.Indirect links via 'Biogeochemistry', e.g.– ocean biota will be affected by the joint effects of increasing temperature, increasing pCO2, and decreasing O2
HawaiiTalk#2 June 2010 4
Future Future ‘‘SRESSRES’’ COCO22 Emissions ScenariosEmissions Scenarios
[from Raupach et al.,US. Proc. Natl Acad Sci, Vol. 104, 12 June 2007]
HawaiiTalk#2 June 2010 5
Fossil Fuel Emissions: Actual vs. IPCC Fossil Fuel Emissions: Actual vs. IPCC Scenarios, GCPScenarios, GCP
←←←← 1% / yr →→→→
←←←←3.4 % /yr→→→→
HawaiiTalk#2 June 2010 6
Climate Forecasts Climate Forecasts vsvs Weather ForecastsWeather Forecasts
• Weather forecasts ‘know about’ the most recent weather
• Climate forecasts are ‘initialized’ in 1750 or 1800, then ‘forced’ with ghg emissions or atmos. concentrations
– objective is to predict climate in 2100 on global and continental scales
– don’t know about recent weather or climate
– have been ‘tuned’ to reproduce 20th century climate
• Weather forecasts ‘know’ little of ocean conditions– maybe recent sea surface temperatures or a ‘slab’ ocean
• New climate forecasts of 1 to 30 years will know about current and recent climate, including ocean conditions
– regional climate models (RCMs) need to be forced by global climate models, currently RCMs mostly over land
HawaiiTalk#2 June 2010 77
∆∆∆∆T (C) highest in northern Polar regions during northern winter
(∆∆∆∆T, annual)
Fig. 11.21
Warming is NOT Spatially Uniform Warming is NOT Spatially Uniform
Arctic 60o-90oN2080-2090 minus 1980-1999for 21 models
A1BA1B scenario
50% All
AR4 WG1 Fig. 11.19
Month
1010
12
14
88
66
4
2
0
Global mean warming Global mean warming for for A1B A1B scenarioscenario
is is 2.72.7°°CC
55
77
44
HawaiiTalk#2 June 2010 8
Recent Projection of Global Warming:Recent Projection of Global Warming:
The 'Roulette Wheel'
400 simulations with the MIT Integrated Global Systems Model:
• improved economicanalysis & modelling
• includes effects of 20th
century volcanic activity that was masking warming
• terrestrial C & N feedbacks
Sokolov et al., 2009.J. Climate, 22, 5175-5204.
Median Surface Warming 5.2°C (90%: 3.5 – 7.4°C)
(more than 80% probability warming greater than 4°C)
HawaiiTalk#2 June 2010 9
Natural Variability in N. Pacific Sea Surface Temperature (SST)
B. Projected 10-model mean decadal winter SST (2040-2049), relative to 1980-1999 pattern from the Hadley Centre data
9
Climate Variability Is LargeClimate Variability Is Large
Jim Overland and Jim Overland and MuyinMuyin WangWang2007, EOS/AGU 88(16)2007, EOS/AGU 88(16)
A.OBSERVEDOBSERVED SST anomaly (Nov SST anomaly (Nov –– Mar) Mar) for 1901for 1901--1999 1999 (from UK Hadley Centre SST analysis)(from UK Hadley Centre SST analysis)
A
HawaiiTalk#2 June 2010 1010
Warming Is Not Smooth: Natural Variability Can Warming Is Not Smooth: Natural Variability Can Reverse Warming Trend for a Decade or MoreReverse Warming Trend for a Decade or More
-3
-2
-1
0
1
2
3
2000 2020 2040 2060 2080 2100
Year
Sea S
urf
ace T
em
pera
ture
An
om
aly
(oC
)
SRES Projected
Projected 'Observed'
SRES Scenario 'A1B' mean SST
from 10 IPCC-AR4 coupled models
Blue curve + observed 'variability' for
for the 20th
century
Blue curve + observed Nov-Mar SST 'variability' for the 20th century from the Hadley Centre
No
rth
Pacif
ic 2
0-6
0ºN
'E
OF
1'
Adapted from Overland and Wang,2007, EOS/AGU 88(16)
HawaiiTalk#2 June 2010 1111
Ecosystem Response:Ecosystem Response:'Regime shifts' in the N. Pacific ?'Regime shifts' in the N. Pacific ?
Scheffer et al., 2001.Catastrophic shifts in ecosystems, Nature, 413, 591-596.
Hare & Mantua, 2000. Empirical evidence for North Pacific regime shifts in 1977 and 1989. Prog. Oceanogr. 47, 103-145..
Hare and Mantua.
SST Anomaly first EOF (Nov - Mar)
-1.5
-1
-0.5
0
0.5
1
1.5
1900 1920 1940 1960 1980 2000
Year
Te
mp
era
ture
An
om
aly
( o
C)
19771977
19891989
HawaiiTalk#2 June 2010 12
A
12
When Might a 'Regime Shift' Occur?When Might a 'Regime Shift' Occur?When Might a 'Regime Shift' Occur?
When a ‘‘‘‘tipping pointtipping point’’’’ is reached:a critical threshold at which a tiny perturbation can qualitatively alter the state or development of a system.
⇒⇒⇒⇒ introduces the concepts of Multiple 'Preferred' StatesMultiple 'Preferred' States
& HysteresisHysteresis
e.g. Meridional OverturningCirculation (MOC)
Lenton et al., 2008. Tipping elements in theEarth's climate system, PNAS, 105, 1786-93.
HawaiiTalk#2 June 2010 13
maxMLDmaxMLD: Present: Present--day Climatologyday Climatology
Meters
World Ocean Atlas + Polar Hydrographic Climatology
from Bill Merryfield, CCCMA
HawaiiTalk#2 June 2010 14
Projected Projected
2121stst Century Century
ChangesChanges
(2090-99) – (1990-99)
∆∆∆∆maxMLD
(2040-49) – (1990-99)
% change
Multi-model ensemble17 IPCC AR4 models
Shading: >80% of models agree as to sign of change
(p < 1%) ~
HawaiiTalk#2 June 2010 15
2121stst Century Changes from MultiCentury Changes from Multi--Model EnsembleModel Ensemble∆∆∆∆ maxMLD %
∆∆∆∆ Sea Surface Salinity@NSS (psu)
∆∆∆∆ max Near Surface Stratification %
Wind Stress ∆∆∆∆|ττττ|, ∆∆∆∆ττττ (10-2 Pa)
HawaiiTalk#2 June 2010 16
MultiMulti--Model Model Projection of Projection of
Upwelling Winds Upwelling Winds off Western off Western
North American North American CoastCoast
‘A2’ 15 modelsfrom John Fyfe, CCCMA
50 -
40 -
30 -
minττττv
Obs. ‘A2’Forcing
HawaiiTalk#2 June 2010 17
Dominant Physical Changes Dominant Physical Changes Expected in the N PacificExpected in the N Pacific
• Surface layer warming
• Surface layer freshening
• Shallowing of upper mixed layer
• Increased stratification at base of mixed layer– less ‘diffusion’ of oxygen downwards
– less ‘diffusion’ of nutrients upwards
• Possible changes in wind patterns and/or storm tracks??
HawaiiTalk#2 June 2010 1818
Adding COAdding CO22 Increases Ocean AcidityIncreases Ocean AcidityK1 K2
CO2 + H2O ↔ HCO3- + H+ ↔ CO3
2- + 2H+
⇒⇒⇒⇒ ⇐⇐⇐⇐
CO2 + H2O+ CO32- ⇒⇒⇒⇒ 2HCO3
-
"Bjerrum plot"
CO2*
HawaiiTalk#2 June 2010 1919
Open Ocean pH Is DecreasingOpen Ocean pH Is Decreasing
29N, 15W
23N, 158W
32N, 64W
1985 2005
Left
• Surface pCO2 increases with time
Right
• Surface pH decreases
pH = -log [H+]
IPCC AR4 WG1 Fig. 5.9
HawaiiTalk#2 June 2010 20
Ocean Surface Ocean Surface ppCOCO22 Tracks Atmospheric pCOTracks Atmospheric pCO22
Iglesias-Rodriguez et al., 2010. Plenary Paper, OceanObs09, ESA Publ. WPP-306(adapted from Dore et al., 2009. PNAS, 106:12235).
pCO2
pH
HawaiiTalk#2 June 2010 2121
CCCmaCCCma Ocean Model Surface pH DecreaseOcean Model Surface pH Decrease
No Emissions
Observed + A2 Emissions
0.10.1
0.14 0.14 –– 0.350.35
IPCCIPCCAR4AR4
Due primarily to adding CODue primarily to adding CO2 2 , , not to the changing climatenot to the changing climate
HawaiiTalk#2 June 2010 22
The Acidification of the World OceanThe Acidification of the World Ocean
2000
2050
1950
pH
2100
'A2' Scenario from the Canadian Centre for Climate Modelling and Analysis (CCCMA) Earth System Model CanESM1: Zahariev, Christian & Denman, 2008; Arora et al.,
2009, J. Climate; Christian et al., 2010, JGR-Biogeosciences
7.75
HawaiiTalk#2 June 2010 2323
Results from CCCMA coupled carbon climate model CanESM1• Calcite levels are about 150 - 200m deeper than aragonite shown• Rate of shoaling will accelerate this century
[prepared by J. Christian]
Increasing Acidity is Reducing CaCOIncreasing Acidity is Reducing CaCO33 Saturation Depths:Saturation Depths:N. Pacific Zonal AverageN. Pacific Zonal Average
SaturatedSaturated
UndersaturatedUndersaturated
for IPCC A1B scenariofor IPCC A1B scenario
HawaiiTalk#2 June 2010 2424
Depth of Depth of 'Corrosive' 'Corrosive'
pH < 7.75 pH < 7.75 Waters on Waters on
Continental Continental ShelfShelf
Feely et al., 2008, Science
"…without the anthropogenicsignal, the equilibrium aragonite saturation level … would be deeper by about 50 m across the shelf, …"
HawaiiTalk#2 June 2010 2525
Regions of Low Dissolved OxygenRegions of Low Dissolved Oxygen
ClimatologicalClimatological mean dissolved Oxygen (mean dissolved Oxygen (mLmL/L) at a depth of 400 m./L) at a depth of 400 m.1.15 1.15 mLmL // L L ≅≅≅≅≅≅≅≅ 50 50 µµmolmol // kgkg
HawaiiTalk#2 June 2010 2626
Expanding OExpanding O22 Minimum Zones in the Tropical OceansMinimum Zones in the Tropical Oceans
Stramma et al., 2008, Science, 320.
Data from Area 'A''A'
HawaiiTalk#2 June 2010 2727
Crawford et al. 2007 Crawford et al. 2007 ProgProg. . OceanogrOceanogr. 75(2). 75(2)
Dissolved ODissolved O22 in NE Pacificin NE Pacific
% Oxygen Saturation% Oxygen Saturationon 26.5 on 26.5 σσθθ-- surfacesurface
0 to 4646 to 6262 to 120
1956
1960
1964
1968
1972
1976
1980
1984
1988
1992
1996
2000
2004
P26 26.7 = -0.67 uM y-1
P4 26.7 = -1.2 uM y-1
0
50
100
150
200
250
195
6
196
0
196
4
196
8
197
2
197
6
198
0
198
4
198
8
199
2
199
6
200
0
200
4
Oxygen (µ
mol kg-1
)
F. Whitney, in: DFO Ocean Status Report 2006, W. Crawford (ed.)
(~170 m)
(~280 m)P426.7
OSP26.7
HawaiiTalk#2 June 2010 28
Dissolved oxygen profiles during the upwelling season, mid-April to mid-October
(42N to 46N)
F.Chan et al., Science 319, 920 (2008)
Recent ORecent O22 Changes off OregonChanges off Oregon
19501950--9999n = 3101 castsn = 3101 casts
19501950--20052005+ 834 casts+ 834 casts
+2006+ 220 casts
(50 (50 µµmol/kg mol/kg ≅≅≅≅≅≅≅≅ 1.12 1.12 mLmL/L)/L)
HawaiiTalk#2 June 2010 29
Declining ODeclining O22 in in an Inshore an Inshore
Coastal Fjord in Coastal Fjord in BC, CanadaBC, Canada
Dissolved O2 in Saanich Inlet, BC,
depths 90 – 110m, since 1932
Temperature in Saanich Inlet, BC,
depths 90 – 110m, since 1932Red circles are from the VENUS ocean
observatory
•
HawaiiTalk#2 June 2010 30
Organic Matter 'OM' Organic Matter 'OM' LossLoss
C106H175O42N16P + 150150 OO22
⇒ 106106 COCO22
+ 16 HNO3 + H3PO4 + 78 H2O
SourceSource Dissolved nutrientsDissolved nutrients
30
Remineralization Uses ORemineralization Uses O22 & Produces CO& Produces CO22
Subsurface areas of low O2 may also be areas of high CO2 / low pH due to cumulative effect of respiration / remineralization of organic particulates by bacteria
In aerobicaerobic conditions:
Equation from Sarmiento and Gruber, 2007. Ocean Biogeochemical Dynamics
HawaiiTalk#2 June 2010 31
New EnergyNew Energy--Based Respiration Index Based Respiration Index ‘‘RIRI’’[P. Brewer & E. Pelzer, Science 324, p327,2009][P. Brewer & E. Pelzer, Science 324, p327,2009]
Simple oxic respiration: Corg + O2 →→→→ CO2
The free energy relation is:
∆∆∆∆G = ∆∆∆∆Go – RT ln{[fCO2] / [Corg][f O2]
Rearranging, simplifying and replacing fugacity f with partial pressure p they write:
RI = log10( pO2 / pCO2 )
The basic idea is that the lower the ambient O2, the more energy it takes to transfer O2 across the cell wall into the organism for respiration, and the higher the ambient CO2, the more energy required to transfer CO2 from respiration out of the cell into the surrounding water.
HawaiiTalk#2 June 2010 3232
How Fast Can Organisms Adapt & Evolve?How Fast Can Organisms Adapt & Evolve?
1.Our foodweb models need parameters that 'adapt/change' in response to changing ocean conditions:
– What is the species diversity within a functional group?
– What is the phenotypic diversity (plasticity) within a species?
– Is a century a long enough time for evolution via genetic mutations?
• Probably for bacteria and phytoplankton, maybe for zooplankton
2.Which species will be threatened with extinction?
3.Need to develop relationships/models linking phenotypic diversity and current environmental variability, with ability to adapt to future conditions: ‘Ecosystem evolution’ via ‘adaptive dynamics’
HawaiiTalk#2 June 2010 33
Potential impacts of ocean acidification on Potential impacts of ocean acidification on marine ecosystems and fisheriesmarine ecosystems and fisheries
Workshop at Conference on Workshop at Conference on ‘‘Climate change and its effects Climate change and its effects on fish and fisherieson fish and fisheries’’, Sendai Japan, April 2010, Sendai Japan, April 2010
CoCo--Convenors:Convenors:Kenneth Denman, Yukihiro Nojiri, Hans Pörtner
The Key Question:The Key Question:
What are the responses and adaptive What are the responses and adaptive capacities of individual species and whole capacities of individual species and whole
ecosystems to a ecosystems to a multidecadalmultidecadal decrease in pH of decrease in pH of 0.1 0.1 –– 0.5 units?0.5 units?
pH = - log ([H+])
HawaiiTalk#2 June 2010 34
Animal Physiology and Climate ChangeAnimal Physiology and Climate ChangeBasic respiration reaction:
CCorgorg + O+ O22 →→→→→→→→ COCO22
Rate is function of (Temperature,O2,CO2)
H. Pörtner & A. Farrell, 2008. Science 322, 690-692.