2
mm/day mm/day mm/day mm/day14 Objectives  Methods Results Conclusions and Implications Future Work Introduction  To investigate the climatic effects of lowered sea level by altering the land mask in an Atmospheric General Circulation Model (AGCM) to reflect exposed LGM land. Effects of interest include: 1) changes in mean tropical Indo-Pacific climate and b) changes in the tropical and extratropical responses to the El Nino-Southern Oscillation. Utilized the atmospheric general circulation mod el SPEEDY 8 - Simplif ied Para metriz ations, pri mitivE- Equat ion Dynami cs - 3.75L on x 3.7 0Lat r esolutio n, 8 Ve rtica l Levels In control run, SSTs were prescribed from 10S to 10N, with a 50m slab ocean elsewhere. In LGM run, the landmask was altered to approximate expanded LGM landmasses from N. Australia to N. China (Figure 2). The new land gridpoints were assigned on a sliding scale of 0.1 to 1, according to the percentage of land vs. ocean in the specific gridcell. Both runs were forced by 1950-2010 prescribed SSTs in the 10S-10N tropical domain; 50 ensembles were run for the control and the LGM configuration. A combination of statistical methods were employed to investigate the climate signals of interest; the significance of any changes observed between the control and LGM simulations were assessed with a Monte Carlo approach. MeanPrecipitation significantly wetter conditions over new land cover areas, with drier conditions in immediate surrounding area off the Sunda Shelf, opposing bands of wet/dry anomalies saddle the equator from the western Indian to the central Pacific, suggestin g a shift in the location or intensity of the Intertropical Converge nce Zone Considering the significant response of the atmospheric circulation patterns to the presence of the Sunda Shelf in SPEEDY , it is i mportant to investigate how the response varies in a coupled O- A model such as the NCAR CESM. The suite of atmospheric signals presented here may either be damped for amplified by O-A coupling. References Figure 2  ) The modern (left) and LGM (middle) masks. The right panel il lustrates the % ocean assignments for each of the coastal red gridpoints in the middle panel, where 0.1 = 10% ocean and 0.9% = 90% ocean). (1) Tudhope, AW; Chilcott, CP; McCulloch, MT; et. al.Science 291 (2001): 1511-1517. (2) Lea, DW; Pak, DK; Spero, HJ.Science 289 (2000): 1719- 1724. (3) Koutavas, A; Lynch-Stieglitz, J; Marchitto, TM; et al. Science 297 (2002): 226-230. (4) Martinez, JI; DeDeckker, P; Chivas, AR.Marine Micropaleontology 32 (1997): 311-340. (5) Partin, J.P., Cobb, K.M., et al., Nature (2007): 452 -455.  (6) Bush, ABG; Fairbanks, RG.Journal of Geophysical Research  108 (2003): 1-10. (7) DiNezio, PM; Clement, A; Vecchi, GA; et al. Paleoceanography 26 (2011): 1-26. (8) Molteni, F. Climate Dynamics20 (2003): 175-191. Modern LGM LGM - Modern Figure 2) The modern-day Bering Strait (left) was closed during the LGM (right) The largest change in LGM land/ocean configuration, apart from the Sunda Shelf, is the closure of the Bering Strait. This may have effects on the ocean’s thermohaline circulation, and/or impact North Pacific ocean-atmosphere climate variability. If so, then this would have consequences for the buildup or maintenance of large continental ice sheets in North American and Eurasia. Future work will focus on simulating the climate effects of a closed Bering Strait. 1. Mean state 2. Response to El Nino-Southern Oscillation SST forcing Precipitation around the Sunda Shelf, rainfall in the northern Warm Pool region decreased, and increased in the southern Warm Pool regions pattern of response different than changes in mean precipitation; but about half as large as changes in mean precipitation Figure 1) Comparison of modern-day Indo- Pacific (left) to LGM (right). http://www.ngdc.noaa.gov/mgg/topo/globega2.html The effect of lowered sea level on Indo-Pacific climate as simulated by the SPEEDY AGCM Eleanor A. Middlemas, Kim M. Cobb, Emanuele Di Lorenzo  Georgia Institute of Technology [email protected] Climate during the Last Glacial Maximum is characterized by lower atmospheric CO 2 , increased albedo, large continental ice sheets, and altered ocean circulation. The effect of a 125m fall sea level is typically considered negligible, despite the presence of a newly-exposed continental-sized landmass in the Indo- Pacific, referred to as the ‘Sunda Shelf’.  Paleoclimate records indicate that during the LGM, El-Nino Southern Oscillation was weaker 1 , the sea-surface temperature gradient along the equatorial pacific may have changed 2,3 , and that the western Pacific may have been drier than today 4,5 .  The only modeling experiment that attempted to isolate the effects of the Sunda Shelf on LGM climate documented significant changes in the tropical Pacific atmospheric circulation 6 . A recent survey of coupled O-A climate models found that the Sunda Shelf drove a weakening of Warm Pool convection that varied in strength among the different models 7 .  Results and Discussion This undergraduate research was supported by NSF. The presenter would appreciate discussing graduate research opportunities available in your lab. 3. Teleconne cted responses in the North Pacific Mean Precipitation Precipitation (mm/day) Precipitation (mm/day) Precipitation anomalies (mm/day) mm/day Mean Vertical Velocity ( ω) Precipitation Regressed on NINO34 EOF1 of Sea Level Pressure SST regressed on PC1 of Sea Level Pressure (Pa/s) (Pa/s) (Pa/s) 80-N 40-N 60-N 20-N 0 20-N 60-S 40-N 80-S 80-N 40-N 60-N 20-N 0 20-N 60-S 40-N 80-S 80-N 40-N 60-N 20-N 0 20-N 60-S 40-N 80-S 80-N 40-N 60-N 20-N 0 20-N 60-S 40-N 80-S 80-N 40-N 60-N 20-N 0 20-N 60-S 40-N 80-S 80-N 40-N 60-N 20-N 0 20-N 60-S 40-N 80-S 80-N 40-N 60-N 20-N 0 20-N 60-S 40-N 80-S 60-N 50-N 40-N 30-N 20-N 10-N 60-N 50-N 40-N 30-N 20-N 10-N 60-N 50-N 40-N 30-N 20-N 10-N 60-N 50-N 40-N 30-N 20-N 10-N 60-N 50-N 40-N 30-N 20-N 10-N 60-N 50-N 40-N 30-N 20-N 10-N 50-N 40-N 30-N 20-N 10-N 0 10-S 20-S 40-N 30-N 20-N 10-N 0 10-S 20-S 30-S 40-S -0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5 -0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5 -0.1 -0.06 -0.02 0 0.02 0.06 0.1 -0.25 - 0.15 -0.05 0 0.25 0.15 0.25 -1 -0.5 0 0.5 1 -1 -0.5 0 0.5 1 0 2 4 6 8 10 12 14 0 2 4 6 8 10 12 14 -2 -1.5 -1 -0.5 0 0.5 1 1.5 2 -0.06 -0.04 -0.02 0 0.02 0.04 0.06 -0.06 -0.04 -0.02 0 0.02 0.04 0.06 -0.025 -0.015 -0.005 0 0.005 0.015 0.025 -5 -4 -3 -2 -1 0 1 2 3 4 5 -5 -4 -3 -2 -1 0 1 2 3 4 5 -1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 1 Mean Vertical Velocity changes mirror precipitation changes, with increased vertical advection associated with increased rainfall in the new land cover areas Sea Level Pressure Aleutian low variability increased by approximately 15%, likely associated with a stronger extratropical response to ENSO variability Extratropical SST response to associated atmospheric anomalies consistent with stronger basin-scale response to tropical ENSO variability Exposing the Sunda Shelf surrounding areas has significant impacts on Indo-Pacific mean climate state climate, with the largest responses located in the Sunda Shelf region itself. Significant atmospheric changes exten d into the western Indian Ocean and into the Northern Pacific. Comparisons with proxies from these regions awaits a similar experiment performed with a fully- coupled climate model, but it is clear that the presence of the Sunda Shelf likely altered precipitation in the near vicinity of the landmass, as discussed in previous work, and possibly in ENSO-sensitive regions. It is critically important to distinguish the sea level response in Indo-Pacific proxies from the response associated with lower CO 2 /cooler global temperatures, in order to better constrain how this region may respond to rising temperatures in the coming decades. hPa hPa hPa Temperature (°C) Temperature (°C) Temperature (°C) mm/day mm/day mm/day

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mm/day

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mm/day14

Objectives 

Methods

Results

Conclusions and Implications

Future Work

Introduction 

To investigate the climatic effects of lowered sea level by altering the land mask inan Atmospheric General Circulation Model (AGCM) to reflect exposed LGM land.

Effects of interest include: 1) changes in mean tropical Indo-Pacific climate and b)

changes in the tropical and extratropical responses to the El Nino-Southern

Oscillation.

• Utilized the atmospheric general circulation mod el SPEEDY8

- Simplified Parametrizations, primitivE-Equation Dynamics

- 3.75Lon x 3.70Lat resolution, 8 Vertical Levels

• In control run, SSTs were prescribed from 10S to 10N, with a 50m slab ocean

elsewhere.

• In LGM run, the landmask was altered to approximate expanded LGM

landmasses from N. Australia to N. China (Figure 2). The new land gridpoints

were assigned on a sliding scale of 0.1 to 1, according to the percentage of land

vs. ocean in the specific gridcell.• Both runs were forced by 1950-2010 prescribed SSTs in the 10S-10N tropical

domain; 50 ensembles were run for the control and the LGM configuration.

• A combination of statistical methods were employed to investigate the

climate signals of interest; the significance of any changes observed between the

control and LGM simulations were assessed with a Monte Carlo approach.

Mean Precipitation

• significantly wetter conditions over new land cover areas, with drier

conditions in immediate surrounding area

• off the Sunda Shelf, opposing bands of wet/dry anomalies saddle the

equator from the western Indian to the central Pacific, suggesting a shift in

the location or intensity of the Intertropical Convergence Zone

Considering the significant response of theatmospheric circulation patterns to the presence of 

the Sunda Shelf in SPEEDY, it is i mportant to

investigate how the response varies in a coupled O-

A model such as the NCAR CESM. The suite of 

atmospheric signals presented here may either be

damped for amplified by O-A coupling.

References

Figure 2  ) The modern (left) and LGM (middle) masks. The right panel il lustrates

the % ocean assignments for each of the coastal red gridpoints in the middle panel,

where 0.1 = 10% ocean and 0.9% = 90% ocean).

(1) Tudhope, AW; Chilcott, CP; McCulloch, MT; et. al. Science 291 (2001): 1511-1517.

(2) Lea, DW; Pak, DK; Spero, HJ. Science 289 (2000): 1719-1724.(3) Koutavas, A; Lynch-Stieglitz, J; Marchitto, TM; et al. Science 

297 (2002): 226-230.(4) Martinez, JI; DeDeckker, P; Chivas, AR. Marine

Micropaleontology 32 (1997): 311-340.

(5) Partin, J.P., Cobb, K.M., et al., Nature (2007): 452 -455. (6) Bush, ABG; Fairbanks, RG. Journal of Geophysical Research 

108 (2003): 1-10.(7) DiNezio, PM; Clement, A; Vecchi, GA; et al.Paleoceanography  26 (2011): 1-26.

(8) Molteni, F. Climate Dynamics 20 (2003): 175-191.

Modern LGM LGM - Modern

Figure 2) The modern-day Bering Strait (left) was closed during the LGM (right)

The largest change in LGM land/ocean configuration, apart from the Sunda

Shelf, is the closure of the Bering Strait. This may have effects on the ocean’s

thermohaline circulation, and/or impact North Pacific ocean-atmosphere climate

variability. If so, then this would have consequences for the buildup or maintenance

of large continental ice sheets in North American and Eurasia. Future work will focus

on simulating the climate effects of a closed Bering Strait.

1. Mean state

2. Response to El Nino-Southern Oscillation SST forcing

Precipitation

• around the Sunda Shelf, rainfall in the northern Warm Pool region

decreased, and increased in the southern Warm Pool regions

•pattern of response different than changes in mean precipitation; butabout half as large as changes in mean precipitation

Figure 1) Comparison of modern-day Indo-Pacific (left) to LGM (right).http://www.ngdc.noaa.gov/mgg/topo/globega2.html 

The effect of lowered sea level on Indo-Pacific climate as simulated by the SPEEDY AGCMEleanor A. Middlemas, Kim M. Cobb, Emanuele Di Lorenzo 

Georgia Institute of Technology [email protected]

Climate during the Last Glacial Maximum is characterized by lower

atmospheric CO2, increased albedo, large continental ice sheets, and altered

ocean circulation. The effect of a 125m fall sea level is typically considered

negligible, despite the presence of a newly-exposed continental-sized landmass

in the Indo-Pacific, referred to as the ‘Sunda Shelf’. 

Paleoclimate records indicatethat during the LGM, El-Nino

Southern Oscillation was weaker1,

the sea-surface temperature

gradient along the equatorial pacific

may have changed2,3, and that the

western Pacific may have been drier

than today4,5. 

The only modeling experiment that attempted to isolate the effects of 

the Sunda Shelf on LGM climate documented significant changes in the

tropical Pacific atmospheric circulation6. A recent survey of coupled O-A

climate models found that the Sunda Shelf drove a weakening of Warm Pool

convection that varied in strength among the different models7. 

Results and Discussion

This undergraduate research

was supported by NSF.

The presenter would appreciate

discussing graduate research

opportunities available in your lab.

3. Teleconnected responses in the North Pacific

Mean Precipitation

Precipitation (mm/day) Precipitation (mm/day) Precipitation anomalies (mm/day)

mm/day

Mean Vertical Velocity (ω)

Precipitation Regressed on NINO34

EOF1 of Sea Level Pressure

SST regressed on PC1 of Sea Level Pressure

(Pa/s) (Pa/s) (Pa/s)

80-N

40-N

60-N

20-N

0

20-N

60-S

40-N

80-S

80-N

40-N

60-N

20-N

0

20-N

60-S

40-N

80-S

80-N

40-N

60-N

20-N

0

20-N

60-S

40-N

80-S

80-N

40-N

60-N

20-N

0

20-N

60-S

40-N

80-S

80-N

40-N

60-N

20-N

0

20-N

60-S

40-N

80-S

80-N

40-N

60-N

20-N

0

20-N

60-S

40-N

80-S

80-N

40-N

60-N

20-N

0

20-N

60-S

40-N

80-S

60-N

50-N

40-N

30-N

20-N

10-N

60-N

50-N

40-N

30-N

20-N

10-N

60-N

50-N

40-N

30-N

20-N

10-N

60-N

50-N

40-N

30-N

20-N

10-N

60-N

50-N

40-N

30-N20-N

10-N

60-N

50-N

40-N

30-N20-N

10-N

50-N

40-N

30-N

20-N

10-N

0

10-S

20-S

40-N

30-N

20-N

10-N

0

10-S

20-S

30-S

40-S

-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5 -0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5 -0.1 -0.06 -0.02 0 0.02 0.06 0.1

-0.25 - 0.15 -0.05 0 0.25 0.15 0.25-1 -0.5 0 0.5 1-1 -0.5 0 0.5 1

0 2 4 6 8 10 12 14 0 2 4 6 8 10 12 14 -2 -1.5 -1 -0.5 0 0.5 1 1.5 2

-0.06 -0.04 -0.02 0 0.02 0.04 0.06 -0.06 -0.04 -0.02 0 0.02 0.04 0.06 -0.025 -0.015 -0.005 0 0.005 0.015 0.025

-5 -4 -3 -2 -1 0 1 2 3 4 5 -5 -4 -3 -2 -1 0 1 2 3 4 5 -1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 1

Mean Vertical Velocity

• changes mirror precipitation changes, with increased vertical advection

associated with increased rainfall in the new land cover areas

Sea Level Pressure

• Aleutian low variability increased by approximately 15%, likely

associated with a stronger extratropical response to ENSO variability

• Extratropical SST response to associated atmospheric anomalies

consistent with stronger basin-scale response to tropical ENSO variability

Exposing the Sunda Shelf surrounding areas has significant impacts on Indo-Pacific mean climate

state climate, with the largest responses located in the Sunda Shelf region itself. Significant

atmospheric changes extend into the western Indian Ocean and into the Northern Pacific.

Comparisons with proxies from these regions awaits a similar experiment performed with a fully-

coupled climate model, but it is clear that the presence of the Sunda Shelf likely altered precipitation

in the near vicinity of the landmass, as discussed in previous work, and possibly in ENSO-sensitive

regions. It is critically important to distinguish the sea level response in Indo-Pacific proxies from

the response associated with lower CO2/cooler global temperatures, in order to better constrain

how this region may respond to rising temperatures in the coming decades.

hPa hPa hPa

Temperature (°C) Temperature (°C) Temperature (°C)

mm/day mm/day mm/day