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Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University Wednesday, May 2, 2012

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Page 1: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

Drilling into the cloud feedback

C. Zhou, A. E. Dessler, P. YangDepartment of Atmospheric Sciences

Texas A&M University

Wednesday, May 2, 2012

Page 2: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

CERES top-of-atmosphere (TOA) net fluxSSF, 1-deg monthly avg., Ed. 2.5

longwave + shortwave

all fluxes in this analysis are downward positivecover period 2/2000-12/2010

2

1.5

1.0

0.5

0.0

-0.5

-1.0

∆Rall

-sky

(W/m

2 )

201020082006200420022000Year

(a)

Wednesday, May 2, 2012

Page 3: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

3

1.5

1.0

0.5

0.0

-0.5

-1.0

∆Rall

-sky

(W/m

2 )

201020082006200420022000Year

(a)

∆Rall-sky = ∆RT +∆Rq +∆Ralbedo +∆Rcloud+∆F

∆Rcloud = ∆CRF + adjustments

Wednesday, May 2, 2012

Page 4: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

3

1.5

1.0

0.5

0.0

-0.5

-1.0

∆Rall

-sky

(W/m

2 )

201020082006200420022000Year

(a)

∆Rall-sky = ∆RT +∆Rq +∆Ralbedo +∆Rcloud+∆F

∆Rcloud = ∆CRF + adjustments

Wednesday, May 2, 2012

Page 5: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

4

Wednesday, May 2, 2012

Page 6: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

5

Wednesday, May 2, 2012

Page 7: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

5

CRF = ∆Rclear-sky - ∆Rall-sky

Wednesday, May 2, 2012

Page 8: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

5

CRF = ∆Rclear-sky - ∆Rall-sky

Reanalysis

Wednesday, May 2, 2012

Page 9: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

5

CRF = ∆Rclear-sky - ∆Rall-sky

Reanalysis CERES

Wednesday, May 2, 2012

Page 10: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

∆Rcl

oud

∆Ts

Regress CRF vs. surface temperature

Wednesday, May 2, 2012

Page 11: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

∆Rcl

oud

∆Ts

Regress CRF vs. surface temperature

Slope = feedback

Wednesday, May 2, 2012

Page 12: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

7

-0.4-0.3-0.2-0.10.00.10.2

∆Ts (

K)

201020082006200420022000Year

Wednesday, May 2, 2012

Page 13: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

7

-0.4-0.3-0.2-0.10.00.10.2

∆Ts (

K)

201020082006200420022000Year

El Nino

La Nina

Wednesday, May 2, 2012

Page 14: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

∆Ts

8

∆Rcl

oud

Dessler, Science, 2010

0.49±0.69 W/m2/K0.58±0.70 W/m2/Kcloud feedback =

Wednesday, May 2, 2012

Page 15: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

9

Observations

Control ensemble = avg. of 13 models

Each point is the regression slope ofΔRcloud(lat,lon) vs. global avg. ΔTs

It is the local contribution to the global feedback

Wednesday, May 2, 2012

Page 16: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

10

obs.

control

Wednesday, May 2, 2012

Page 17: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

11

MODIS data (%/K)

Optical depth45°N-45°STerra MODIS

Calculations byChen Zhou

Wednesday, May 2, 2012

Page 18: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

12

X

• Kernels calculated by Mark Zelinka

Wednesday, May 2, 2012

Page 19: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

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Cloud feedback as afunction of latitudefrom the CERES data

W/m2/K

Wednesday, May 2, 2012

Page 20: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

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Blue: CERESGreen: MODIS

W/m2/K

Wednesday, May 2, 2012

Page 21: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

15

Wednesday, May 2, 2012

Page 22: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

16High: P < 440 hPa; Low: P > 680 hPa

Wednesday, May 2, 2012

Page 23: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

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breakdown into cloudheight (low: P > 680 hPa, high: P < 310 hPa)

Wednesday, May 2, 2012

Page 24: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

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longwave shortwave

long + shortwave

Wednesday, May 2, 2012

Page 25: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

Conclusions• global average cloud feedback (over the last 10 years)

is likely positive• models show a difference in the net cloud feedback

pattern• good agreement between the adjusted CRF method

and the cloud kernel method• short and longwave cloud feedbacks are individually

dominated by high clouds --- but they cancel almost completely in the net

• because mid- and low-level clouds do not have the same cancellation, they are important in the net feedback

19

Wednesday, May 2, 2012

Page 26: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

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Wednesday, May 2, 2012

Page 27: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

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W/m

2 /K

Wednesday, May 2, 2012

Page 28: Drilling into the cloud feedback - NASA · 2012. 5. 2. · Drilling into the cloud feedback C. Zhou, A. E. Dessler, P. Yang Department of Atmospheric Sciences Texas A&M University

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Wednesday, May 2, 2012