The Effects of Geoengineering on the Southern Oceanjtwedt/coursework/... · Stratospheric sulfates...
Transcript of The Effects of Geoengineering on the Southern Oceanjtwedt/coursework/... · Stratospheric sulfates...
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The Effects of Geoengineering on the Southern Ocean
Judy Twedt
Summary Paper of Final Project Ocn 558: Climate Modeling
Cecelia Bitz and Luanne Thompson
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1. Introduction:
A. Motivation
Amidst the uncertainties of climate warming and the inertia of the international community,
geoengineering-- the deliberate alteration of Earth's climate- via stratospheric sulfate injections has
been proposed as a viable means of 'buying time' and quickly cooling the climate to counteract a
climate emergency. Sulfate geoengineering has particular appear because it mimics a known
phenomenon- natural volcanic eruptions- and can be implemented without large-scale international
consensus. An alternative strategy, hypothetically feasible, is the shut-off of greenhouse gas emissions
and removal of greenhouse gasses from the atmosphere (hereafter GHGrem).
One reasonable expectation of any geoengineering project is that it protect polar ice sheets from
melting. In this study, I model and compare GHGrem with sulfate geoengineering simulations conducted
by Kelly McCusker to determine whether either are viable means of cooling the Southern Ocean and
protecting the Antarctic Ice sheet. Stratospheric sulfate geoengineering causes changes in atmospheric
circulations (Rasch et al., 2007). These changes are communicated to the ocean to a large extent
through the winds (Farneti and Delworth, 2010). To capture these interdependencies and evaluate the
response of the Southern Ocean, it is crucial that the model contain ocean and sea-ice dynamics.
Simulations with slab-ocean models which dominate studies of this type are not able to simulate the
ocean's response to geoengineering. This study begins to fill the need for an evaluation of
geoengineering strategies with a fully coupled model.
The outline of this paper is as follows: First, I summarize the salient results from McCusker's sulfate
geoengineering simulations and motivate the GHGrem experiment. Then I describe the model and
GHGrem simulations. Next, I examine the results of the greenhouse gas removal, and compare the
Southern Ocean response under both geoengineering methods. In particular, I will compare changes in
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surface temperature, the vertical temperature profile, and the surface wind stress between the end of
the 20th century, the RCP 8.5 scenario, and the two geoengineering simulations.
B. Sulfate-Geoengineering Simulations
Stratospheric sulfates cool the Earth by reflecting short wave solar radiation and brightening the planet.
They do not reduce the greenhouse warming effect, but partially shade the Earth from solar radiation.
There is a natural analog in volcanic eruptions, which have caused temporary cooling of the Earth
system. This cooling subsides as the volcanic aerosols precipitate out from the atmosphere. Kelly
McKusker has conducted multiple simulations of sulfate injection scenarios, branching from the rcp8.5
emissions scenarios and adding sulfate concentrations to the stratosphere in 2035. Her results show
that stratospheric sulfates effectively brighten the earth and reduce the mean global temperature, but
not uniformly. In particular, the high southern latitudes show a recalcitrant response to the sulfate
injections. The southern ocean stubbornly warms, as the rest of the planet cools. In addition to the
warm Southern Ocean, results of the sulfate geoengineering simulations show a coincident increase in
the southern winds, caused by temperature variations in the atmosphere arising from continued
increase in GHG emissions.
C. An Alternative Cooling Strategy: Greenhouse Gas Removal
Instead of increasing the earth's albedo with sulfates, Earth could be cooled by removing CO2 and other
greenhouse gasses, thereby reducing greenhouse warming. As a geoengineering project, this is purely
hypothetical, but physically possible. Simulating GHGrem is instructive in two ways. By comparing this
cooling with sulfate engineering, we relate different atmospheric inputs to changes in the Southern
Ocean surface temperatures. Secondly, this comparison illuminates the dependence of the meridional
overturning circulation and Southern Ocean upwelling on the wind-blown Antarctic Circumpolar current.
The results of these simulations show that sulfate engineering and greenhouse produce quite different
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outcomes on the Southern Ocean winds and surface temperature. Studies of this kind should be used
guide expected outcomes of actual geoengineering scenarios, and to provide the necessary information
to make careful judgment in the case of climate emergencies.
2. Model
We used the Community Climate System Model 4 (CCSM4) comprised of atmosphere, ocean, land, land-
ice, and sea-ice models. The Community Atmosphere Model (CAM4) uses a lin-Roof finite volume core
with 26 layers in the vertical. The horizontal grid is 288x200, with a uniform resolution of 0.9 x 1.25. The
Parallel Ocean Program version 2 (POP2) uses a nominal 1 grid with spherical coordinates in the
Southern Hemisphere, but in the Northern Hemisphere the pole is displaced into Greenland. The
horizontal resolution is a uniform 1.11 in the zonal direction. The meridional direction is non-uniform:
ranging from 0.27 at the equator to 0.54 at 33 N/S, and constant from thereon. There are 60 vertical
levels (Gent, et. al., 2011).
The sulfate geoengineering simulations branched from the IPCC representative concentration pathway
(rcp) 8.5 emissions scenario. A sulfate burden was prescribed to cancel the warming signal, based on
previous work by Rasch et. al. (2008). In the first three years the stratospheric burden was ramped at 8
Tg/yr sulfate (SO4), followed by a ramping of 0.67 Tg/yr for the remainder of the simulation. This was
calculated to counteract the increased radiative forcing from the rcp 8.5 scenario.
The GHGrem simulation also branched from the rcp 8.5 scenario; in 2035 the greenhouse gas
concentrations were abruptly returned to their 1988 levels and left constant thereafter. We chose 1988
because this was the year in which CO2 concentrations reached 350 ppm. This has been deemed by
Hansen (2008) and others as a target concentration, to prevent further climate change. The five
prescribed concentrations were for carbon dioxide, methane, nitrous oxide, CFC-11, and CFC-12 (figure
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19). It's important to note that the CFC-11 levels concentrations were decreasing in 2035 following the
Montreal Protocol; by forcing their concentrations to a fixed 1988 value, we maintain this concentration
that would otherwise have continued to decrease. The hybrid simulation was run until 2083.
3. Analysis and Results
Comparisons are with the 2045-2054 climatology for the rcp 8.5 scenario and the two geoengineering
simulations. The 20th Century control period is from 1970-1999. In this period, the geo2035 simulations
have not quite reached equilibrium. I chose this climatology because the viability of maintaining a
sulfate burden more than 20 years is highly unlikely. The GHGrem simulations has a quick response of
approximately six years before reaching an equilibrium state.
Spatial Surface Temperature Trends
Under the rcp 8.5 scenario, surface temperatures increase on average 1.8 ℃ , with amplified (2-4+
degrees) warming over the polar regions (figure 1). The ensemble average of the quick ramp of sulfates
(geo2035) effectively cancels the average global warming due to greenhouse gasses. The spatial
distribution of this cooling, however, is uneven (figure 2). The Arctic cools below the 20th century
average while the Antarctic continues to warm. In particular, the surface waters of the Weddell Sea are
up to 2 ℃ warmer, as are the surface waters above off East Antarctica, south of the Indian Ocean. The
asymmetric temperature changes roughly cancel each other out in the global mean. Under sulfate
injections, the Arctic would cool but the Antarctic would continue to warm.
Removing greenhouse gasses cancels most of the global mean temperature increase, but is on average
~0.6 ℃ warmer than the 20th century control (figure 3). The comparison with geo2035 shows greater
cooling in the Antarctic, and variable cooling in the Arctic (figure 4 ). Compared to the geo2035 average,
the Southern Ocean is much cooler over west Antarctica from ~ 30 W to 150 E. This is surprising, given
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that the greenhouse gas removal wasn't strong enough to cancel the global temperature increase, and
the geo2035 simulation did cancel the global temperature increase. This suggests that circulation
anomalies by greenhouse gasses have a significant effect on the Southern Ocean surface temperatures.
This effect is not cancelled by sulfate injections. The comparison with the 20th century control (figure 3)
shows that the GHG removal cancels the warming of surface waters near West Antarctica, and actually
cools the Ross Sea below the end of the 20th century climatological average.
Vertical Temperature Trends
Changes in the atmospheric circulation are communicated to the ocean via surface winds. The
circulation anomalies in these geoengineering simulations can be deduced from vertical temperature
change profiles. Under the RCP 8.5 scenario, there is general warming of the troposphere due to
greenhouse gasses absorbing outgoing long wave radiation, but cooling of the stratosphere (figure 5).
The changes are greatest at the equator, but there is also asymmetry between the vertical profile of
warming in the polar regions. In particular, the high northern latitudes have more tropospheric warming
than the high southern latitudes.
When sulfates are added to the RCP 8. 5 greenhouse burden, the stratosphere warms and the
troposphere cools (figure 6). The warming in the stratosphere in roughly symmetric above the equator,
in the 100-30 mb region. Cooling in the troposphere is highly asymmetric, with cooling from 90 N to
approximately 30 S. Stratospheric warming follows the structure of sulfate distributes, and is higher in
regions of greater concentration, due to sulfates absorbing short wave solar radiation. The injection of
sulfates dramatically changes the structure of the vertical temperature profile. The maximum of the
vertical temperature profile with sulfates has shifted from the equatorial troposphere to the equatorial
stratosphere. Rather than canceling circulation changes, the sulfates create new circulation anomalies.
This is consistent with results of a study by Rasch et. al. (2008) who studied the role of particle size of
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sulfates in the lower troposphere using CAM3 and a slab ocean model. They also found that sulfates
cooled the troposphere, but did not cancel temperature changes in the stratosphere.
Removing greenhouse gasses, on the other hand, cancels the changes in the lower troposphere (figure
7) . Compared to the 20th century control, there is still some warming of ~ 1 ℃ above the tropics, in the
200-300mb region. The GHGrem stratosphere is cooler than the 20th century control, with uneven
changes above the polar regions. Here, as well as in the RCP 8.5 case, the stratosphere above the south
pole cools at lower elevations than the stratosphere above the north pole.
Neither GHGrem nor sulfate engineering cancel the vertical profile of temperature in the atmosphere;
however, GHGrem reduces the temperature gradient relative to the sulfate injection scenario. This
critical difference causes wind stress anomalies, and calls for a much more thorough discussion but is
beyond the scope of this paper. The key point is that the GHGrem begins to return the vertical
temperature profile to a state similar to the 20th C control. The sulfate scenario alters the temperature
structure substantially in the stratosphere, and nudges the temperature profile even further from the
20th century control period profile. These changes are felt on Earth's surface and reflected in changes to
the winds.
Surface Wind Stress Trends
Here I compare changes in wind stress under rcp 8.5 forcing and the two geoengineering strategies. The
Antarctic Circumpolar Current (ACC) is increased under the rcp 8.5 scenario, with increases in surface
stress up to 0.04 N/m^2. (figure 8). Sulfate geoengineering offsets some of this change; the Antarctic
winds from ~50 S to 60 S, however, are still increased relative to the 20th Century control (figure 9).
By comparison, the GHGrem simulation caused a reduction in the ACC from 120W to 160E over the Ross
Sea but did not cancel the changes south of the Indian Ocean, in East Antarctica (figure 10). Relative to
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the Sulfate simulation, there is a net reduction in wind stress encircling the 50 to 60 degree latitude
band (figure 11).
More interestingly, in the GHGrem case, the two regions of temperature change in the SO relative to
the 20th century control correspond to the two regions of change in wind stress (figures 3 and 10). The
was residual warming from 30 to 60 E, south of the Indian Ocean is the same region that experienced
continued increase in wind stress with GHGrem. By contrast, the region that cooled the most was from
~ 170 W to 170 E, in the Ross Sea. This is the region that saw the biggest reduction in wind stress relative
to the 20th century control. This suggests a very close relationship between changes in surface wind
stress and temperature. In the Southern Ocean, subsurface waters are warming than surface waters.
The prevailing westerlies cause divergence from the continent, and induce warm water upwelling. This
warm water upwelling relates the surface temperature and wind stress anomalies.
Ekman Transport
In their recent review, Marshal and Speer (2012) state that winds and sea-surface fluxes near Antarctica
decrease the density of surface layers in the Antarctic Circumpolar Current (ACC). As dense water sinks,
it draws warmer, saltier water from the surrounding ocean. This is supplied from deeper layers along
tilted, exposed density surfaces. The warm, upwelling waters melt ice on the shelf and in the open
ocean, and control the northern extent of the cryosphere (Marshall and Speer, 2012). This northward
induced Ekman flux is counteracted to some extent by an eddy-induced southward flux (Ferneti and
Delworth, 2010; Abernathey et. al., 2011). In this study, I focus only on change in the Ekman transport.
To compare the effects of wind stress on warm-water upwelling, I calculated the curl of the wind stress.
I used a first order difference scheme that effectively becomes a second order difference scheme when
used with centered u,v coordinates. The curl equation in spherical coordinates is taken only in the
direction:
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With the model grid, this translates to:
Figures 12 - 15 show the zonally averaged GHGrem and sulfate engineering curls from 78 S to 43 S at
four different times in the run: years 5, 8, 10, and 25. The regions of upwelling are indicated by negative
values, and are south of the zero line in all the plots. I focus on two differences between the simulations:
the magnitude of the upwelling and the location of the zero line. In all the years plotted, there is greater
upwelling in the sulfate run than in the greenhouse gas removal run. After year 8, the location of the
sign change splits: the sulfate run Ekman transport shifts southward and the greenhouse gas removal
Ekman transport shifts northward. The southward shift of the Ekman transport in the sulfate run is
consistent with expectations that the Antarctic westerlies shift southward under greenhouse warming
(Abernathey et. al., 2011). The results of these geoengineering simulations show that stratospheric
sulfates induce poleward shifts in Ekman transport relative to the greenhouse gas removal. These
preliminary plots also suggest that changes to the strength of the upwelling occur faster than changes to
the spatial extent of the upwelling. In year five of the simulations, GHGrem shows less upwelling than
the sulfate injections, yet the northward extend of the upwelling is equal. By year 8, the Ekman
transport of the sulfate simulations has shifted south relative to the GHGrem simulations. Further
analysis is required to probe the significance of these time scales.
4. Discussion and Future Work
This was preliminary work, and opened up many more questions for future investigation. Next, I would
like to compare the ocean temperature profile at depth between the sulfate, GHGrem, and 20th century
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control runs and plot a full time series of changes in ocean temperature, at various depths. This would
give an indication of changes that occur on longer time scales. We are currently adding a second
ensemble member to the 1988 greenhouse gas removal simulation to examine variability in the
responses, and simulating an abrupt return to pre-industrial forcing, also as a 2035 branch run. Held et.
al., (2009) investigated the response of the climate to an abrupt return to preindustrial forcing with the
Geophysical Fluid Dynamics Laboratory's Climate Model version 2.1. They found that the climate
responded in less than five years to the abrupt change in radiative forcing. This study focused on the
spatial structure of the fast response; it would be prudent to consider the slowly evolving response of
geoengineering strategies, driven by deep ocean thermodynamics, as well.
This experiment provided a cursory comparison of the effects of geoengineering via sun shading with
stratospheric sulfates, and via greenhouse gas removal. Using an fully coupled model, we found that
sulfate geoengineering cools the planet on average, but does not counteract, and may even exacerbate,
circulation anomalies. These anomalies cause a strengthening and poleward shift of the surface
westerlies over the Southern Ocean, and increase Ekman transport. This, in turn, upwells warm
subsurface waters which further melt the surrounding sea ice. Rapid removal of greenhouse gases, by
contrast, reduces the winds over a large portion of the Southern Ocean relative to the sulfate
engineering simulation, and over the Ross Sea relative to the 20th Century control. An abrupt return to
350 ppm of CO2 didn't not fully cancel greenhouse warming on average, but it did largely cancel the
warming over the Southern Ocean and reduced the temperature over the Ross Sea below the
temperatures of the end of the 20th century control period.
Faced with projected climate emergencies, we need scrupulous analyses of the expected outcomes and
possible unintended consequences of geoengineering. This study explored one aspect of sulfate and
GHGrem engineering. There are countless others. Damage to the ozone hole was not considered here,
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nor were changes to biogeochemical cycles such as ocean acidification. Furthermore, geoengineering
with stratospheric sulfates has very short-lived cooling effects. If performed in the absence of a major
coordinated effort to reduce greenhouse gas emissions, it would cause severe temperature change and
climate shock after shut-off. Thus, geoengineering considerations should not supplant efforts to reduce
greenhouse gas emissions. Since geoengineering may become a part of our response to climate change,
coordinated modeling efforts will be needed to provide the information necessary for sound judgments.
Acknowledgements
I thank Kelly McCusker and Cecelia Bitz for motivating this work, and for the opportunity to collaborate
on this study. Many of the ideas presented were developed through conversations, emails, and
unpublished works by Kelly McCusker.
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References:
Abernathey, R., Marshall, J., and Davier Ferreira, 2011: The Dependence of Southern Ocean Meridional Overturning on Wind Stress, J.Phys. Oceanography, 41, 2261-2277. Farneti, R., and Thomas Delworth, 2010: The Role of Mesoscale Eddies in Remove Oceanic Response to Altered Southern Hemisphere Winds, J. Phys. Oceanography,40, 2348 - 2354. Gent, Peter R., and Coauthors, 2011: The Community Climate System Model Version 4. J. Climate, 24, 4973–4991. Held, I. et. al., 2009: Probing the Fast and Slow Components of Global Warming by Returning Abrutly to Preindustrial Forcing, J. of Climate, 23, 2418 - 2427. Marshall, J., and Kevin Speer, 2012: Closure of the meridional overturning circulation through Southern Ocean upwelling, Nature Geoscience, advance online publication, DOI: 10.1038/NGEO1391 Rasch, P., Crutzen, P., and Danielle Coleman, 2008: Exploring the geoengineering of climate using stratospheric sulfate aerosols: The role of particle size. Geophys. Research Letters, 35, L02809.
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Figures
Note: Most comparisons are made between the geogengineering 2045 - 2054 climatology and the 1970 - 1999 (20th C) climatology. For Surface Temperature, Vertical Temperature, and Wind Stress changes the order of the first three plots presented is:
a. rcp 8.5 - 20th C b. sulfate geoengineering - 20th C c. GHGrem - 20th C.
1. Surface Temperature Profiles
Figure 1. Surface Temperature Increase under rcp 8.5 warming
Figure 2 . Temperature Change under Sulfate Geoengineering
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Figure 3. Temperature change under GHGrem engineering
Figure 4. Comparison of GHGrem and sulfate engineering temperature change
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2. Vertical Temperature Profiles
Figure 5. RCP 8.5 vertical temperature change
Figure 6. vertical temperature change under sulfate engineering
Figure 7. Vertical temperature change under GHGrem
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3. Surface Wind Stress
Figure 8. Surface Stress Change with rcp 8.5
Figure 9. Surface Stress Change with Sulfate engineering
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Figure 10. Surface stress Change with GHGrem
Figure 11. Surface Stress Comparison: GHGrem - sulfates
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4. Ekman Transport
Figure 12. Zonal Avg Ekman Pumping in 2040
Figure 13. Zonal Avg Ekman Pumping in 2043
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Figure 14. Zonal Avg Ekman Pumping in 2035
Figure 15. Zonal Avg Ekman Pumping in 2060
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5. Greenhouse Removal
Figure 16. Time series of Greenhouse Gas Concentrations with abrupt removal in 2035