the ocean and the global hydrologic cycle
DESCRIPTION
São Paulo Summer School on Global Climate Modeling October, 2011. The ocean and the global hydrologic cycle. Jim Carton (University of Maryland ) Paulo Nobre (INPE). Guiding Question: Does the oceanic component of the hydrologic cycle vary, and if so what are the consequences for climate? . - PowerPoint PPT PresentationTRANSCRIPT
![Page 1: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/1.jpg)
The ocean and the global hydrologic cycle
Jim Carton (University of Maryland)Paulo Nobre (INPE)
São Paulo Summer School on Global Climate Modeling October, 2011
Guiding Question: Does the oceanic component of the hydrologic
cycle vary, and if so what are the consequences for climate?
![Page 2: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/2.jpg)
Carton
Outline
• Overview: – mean global salt and freshwater budgets
• Measuring the oceanic hydrologic cycle• Observed and modeled trends• Connection between salinity trends and
climate• Introduction to ocean modeling
![Page 3: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/3.jpg)
Carton
The global hydrologic cycle
Dai and Trenberth
![Page 4: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/4.jpg)
Carton
Some Numbers
• Net evaporation from the ocean: 1.2 m/yr = 3.8x10-8 m/s• Area of the ocean: 3.6x1014 m2
• Surface volume flux due to evap: 13.7x106 m3/s or 13.7Sv (similar to the rate of formation of North Atlantic Deep Water!)
• Amazon River discharge: 0.2x106 m3/s (so think of evaporation as: 70 Amazons!
![Page 5: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/5.jpg)
Carton
How does this freshwater budget relate to the salinity budget? First a little math
𝐷𝜌𝐷𝑡 +∇ ∙ (�� 𝜌 )=(𝑃 −𝐸)𝛿(𝑧)
Mass is conserved, so storage and advection must balance net surface flux. The mass budget is:
Salinity must be conserved, but for salinity there are no sources or sinks! (except a very weak river source)
𝐷𝑆𝜌𝐷𝑡 +∇ ∙ (��𝑆 𝜌 )=0 (2
(2) Can be rewritten using (1) to give us the salt budget:
𝑆 [𝐷𝜌𝐷𝑡 +∇ ∙ (��𝜌 )]+𝜌 [𝐷𝑆𝐷𝑡 +𝛻 ∙ (��𝑆 )]=0
[𝐷𝑆𝐷𝑡 +𝛻 ∙ (�� 𝑆 )]=𝑆
𝜌 (𝐸−𝑃 )𝛿(𝑧 ) (4
(1
Storage + advection = effective net surface flux
![Page 6: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/6.jpg)
Carton
Climatological sea surface salinity
In warm water: ST 00078.000015.0So, change in density due to 1psu is equivalent to 5C
Stephens et al., NOAA, 2002
![Page 7: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/7.jpg)
Carton
Observed E-P
![Page 8: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/8.jpg)
Carton
Annual Range of Salinity
![Page 9: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/9.jpg)
Observing systems
Carton
![Page 10: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/10.jpg)
Carton
Aquarius 7dy
Argo
Present and future salinity sampling
PIRATA
![Page 11: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/11.jpg)
Current Argo distribution
Carton
![Page 12: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/12.jpg)
Salinity from the PIRATA mooring at 21N, 23W: evidence of eddies!
Carton
![Page 13: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/13.jpg)
Carton
Time series at the 21N, 23W PIRATA mooring
OBS S(20m) vs EVAP at 21N, 23W
36.2
36.4
36.6
36.8
37
37.2
M-07 N-07 M-08 N-08 M-09 N-09 M-10 N-10
Salin
ity
0.0E+00
2.0E-08
4.0E-08
6.0E-08
8.0E-08
1.0E-07
1.2E-07
EVAP
![Page 14: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/14.jpg)
Carton
Sea surface salinity
Lagerloef et al., 2007: The Aquarius/SAC-D Mission: Designed to Meet the Salinity Remote-Sensing Challenge, Oceanography Magazine.
Microwave brightness temperature varies with salinity. Panel to the right shows the variations of radiation expected from a flat surface (no waves). Note that the dependence is highest at higher temperatures.
Aquarius exploits this dependence to obtain an SSS measurement with an expected ~0.2PSU accuracy at monthly timescales.
![Page 15: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/15.jpg)
Carton
WOW!
![Page 16: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/16.jpg)
Trends
Carton
![Page 17: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/17.jpg)
Carton
(psu/50yr)
surface salinity linear trend
Durack and Wijffels (2010)
Observed 50yr drying trend over Africa
Held et. al., 2005
psu/50yr
![Page 18: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/18.jpg)
Carton
Vertical structure of the salinity change in the Atlantic (zonally averaged)
![Page 19: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/19.jpg)
Carton
Freshening trends in the deep North Atlantic
Dickson, et. al., Nature, 2002
![Page 20: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/20.jpg)
Carton
Surface salinity change in an atmosphere-ocean coupled GCM (CM2.1) in response to elevated CO2
Stouffer et al. (2006)
![Page 21: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/21.jpg)
Carton
Salinity and climate
• Heat and freshwater cycles are linked directly through the relationship between latent heat loss and evaporation:– 0.6 Sv Freshwater loss corresponds to
1.5 petawatts of latent heat flux• They are linked indirectly through the
impact of salinity changes on density.
![Page 22: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/22.jpg)
Carton
How the equation of state depends on salinity
![Page 23: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/23.jpg)
Carton
The meridional overturning circulation
![Page 24: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/24.jpg)
Carton
Heat transport by the oceans
Houghton et al., (1996: 212)
![Page 25: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/25.jpg)
Some Numbers
• Assume 15Sv = 1.5x106 m3/s northwards at the surface and southwards below 2000m depth
• Assume a 15oC temperature difference between the two flows
• The net heat transport is: 1.5x107 x 15 x 4x106 = 0.9x1015 W! or nearly the total amount of heat being transported northwards in the North Atlantic.
Carton
![Page 26: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/26.jpg)
Carton
Freshwater transport
Jourdan et al., J. Phys. Oceanogr., 27, 457-467, 1997
![Page 27: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/27.jpg)
Carton
Will the Atlantic MOC change in response to increasing greenhouse gasses?
IPCC 4th Assessment
![Page 28: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/28.jpg)
Carton
Ocean general circulation modeling
![Page 29: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/29.jpg)
Carton
Basic Equations
2
222
z
UUpUDt
UD
o
windszz
U
)0(
0
zwU
heatingz
TTDt
DT
2
22
fluxsaltz
SSDtDS
2
22
G e o s t r o p h y
![Page 30: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/30.jpg)
Numerics• Arakawa-B grid in
horizontal (2nd order)• Upstream advection• Leap frog time
differencing• Rigid lid (w(z=0)=0)• Separate internal and
extenral modes• SHMEM, MPI, shared
memory, multi-threaded version
u,v
T,S
Arakawa-B
u,v
u,v
Carton
![Page 31: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/31.jpg)
Our model• General circulation ocean model
using POP2 numerics• Global grid• 0.1ox0.1ox42Levels (3x108)• ‘Normal year’ forcing. 64yr spinup• Compute/save full salt budgets
(1yr so far)• 1 year requires 12K PE hrs on an
IBM Power6
10% of actual resolutionCarton
![Page 32: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/32.jpg)
Observations Model Simulation
Carton
![Page 33: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/33.jpg)
Carton
![Page 34: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/34.jpg)
Carton
![Page 35: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/35.jpg)
What terms balance E-P in the salt budget of the mixed layer?
( ) ( , )
( )
H
z z z z h
h
d SE P S u v S subsurface ML mixing
dthsubsurface S w S St
S S S
??
Do eddies contribute?
Carton
![Page 36: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/36.jpg)
Mean salt balance 0-100m average
Cool color means exporting salt
Carton
![Page 37: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/37.jpg)
What we’ve learned• Oceanic hydrologic cycle overview
– The oceans play a central role in the global hydrologic cycle– Patterns of surface salinity mainly reflect patterns of E-P
• Observing systems: rapidly improving– ARGO born 2001– Aquarius born 2011
• Salinity trends: – In the past 50 years salty places are getting saltier, fresh places
are getting fresher– In particular, the subpolar North Atlantic has been getting fresher– These results seem to be consistent with CO2 effects based on
coupled models– The implications for the meridional overturning circulation
(AMOC) are still not clear• Ocean General Circulation Modeling
– We’ll use this tool to look at the salt budget of the upper 100m.
• High salinity ‘ocean deserts’ (source waters for the tropical thermocline) are maintained by: 1) surface evaporation, 2) poleward wind-driven transport of freshwater, and 3) horizontal eddy exchanges. How will they change?
• The ‘dry’ parts of the ocean have been getting saltier possibly reflecting an intensification of the hydrologic cycle. What will this mean for Saudi Arabia?– What changes have occurred historically?– How can we improve our guesses about future conditions?– What are the impacts of these physical changes on marine
biogeochemical processes?
Carton
![Page 38: The ocean and the global hydrologic cycle](https://reader035.vdocuments.mx/reader035/viewer/2022062501/56816380550346895dd46324/html5/thumbnails/38.jpg)
Carton
Does the oceanic component of the hydrologic cycle vary, and if so what are the consequences for climate?
The answer to the first part is clearly yes. But what about the second?