validation of airs-v6 ch4 product and some new results

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Validation of AIRS-V6 CH4 Product and Some New Results Xiaozhen(Shawn) Xiong, Eric Maddy Chris Barnet, Antonia Gambacorta, Tony Reale AIRS Spring Meeting May 21, 2013

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Page 1: Validation of AIRS-V6 CH4 Product and Some New Results

Validation of AIRS-V6 CH4 Product and Some New Results

Xiaozhen(Shawn) Xiong, Eric Maddy Chris Barnet, Antonia Gambacorta,

Tony Reale

AIRS Spring Meeting May 21, 2013

Page 2: Validation of AIRS-V6 CH4 Product and Some New Results

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Outline

Validation of AIRS-V6 CH4 using HIPPO Aircraft measurement; More validation need to be done late More improvement after new tuning and better N2O first guess is possible;

Arctic CH4 is very important. We can catch CH4 depletion during stratospheric intrusion event (GRL paper) Optimization to current algorithm and better quality control need to be done for generating a product from AIRS (plus IASI/CrIS) for climate change study. A proposal was just submitted.

Summary [email protected]

Page 3: Validation of AIRS-V6 CH4 Product and Some New Results

More Retrieval Layers in V6

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V5 V6

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Page 4: Validation of AIRS-V6 CH4 Product and Some New Results

Validation to AIRS-V6

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1. Within 200 km 2. Same day

3. ACTM model data are

used to extrapolate the Aircraft measurement

4. Averaging Kernels are applied

Page 5: Validation of AIRS-V6 CH4 Product and Some New Results

AIRS-V6 CH4 vs Aircraft Measurement

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Page 6: Validation of AIRS-V6 CH4 Product and Some New Results

Error at 477-596 hPa vs latitude, Cloud Fraction and DOF

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Page 7: Validation of AIRS-V6 CH4 Product and Some New Results

More validation will be done in the future

Aircraft measurements used include 1. Aircrafts measurements from NOAA/ESRL/GMD 2. Intex-A (2004), -B(2006) 3. START08(2008) 4. ARCTAS(2008) 5. Any other campaign data

7 [email protected]

Page 8: Validation of AIRS-V6 CH4 Product and Some New Results

Recent Improvements (in V5.9)

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Page 9: Validation of AIRS-V6 CH4 Product and Some New Results

Error after more improvement

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Page 10: Validation of AIRS-V6 CH4 Product and Some New Results

CH4 leakage in the Arctic

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Page 11: Validation of AIRS-V6 CH4 Product and Some New Results

Multiple observations from AIRS per day over the polar regions

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To generate a long-term record for monitoring the polar CH4 emission under the impact of global warming

Current algorithm is not optimized in the polar;

Information of multiple observations per day has not been well used in L3 product;

We are investigating to better characterize the retrieval in the polar and use better first guess

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Page 12: Validation of AIRS-V6 CH4 Product and Some New Results

CH4 Observations over Alaska

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0

2

4

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55 60 65 70 75 80 85 90

latitude

Times (within 100km)

CH4 release from wetland and thawing permafrost are very sensitive to global warming. Its trigger will be a disaster.

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5

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20

25

55 60 65 70 75 80 85

IASI NPP AIRS

Page 13: Validation of AIRS-V6 CH4 Product and Some New Results

Arctic is unique with low wv

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Channels easily contaminated by surface

Page 14: Validation of AIRS-V6 CH4 Product and Some New Results

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Much larger variation of CH4 in the Arctic makes it more difficult in observation and validation

Presenter
Presentation Notes
CH4 from HIPPO, Green lines is the mean +-1.5%, blue is the mean of ret.
Page 15: Validation of AIRS-V6 CH4 Product and Some New Results

Xiong, X. et al., 2013, Detection of Methane Depletion Associated with Stratospheric Intrusion by Atmospheric Infrared Sounder (AIRS), GEOPHYSICAL RESEARCH LETTERS, VOL. 40, 1–5,

doi:10.1002/grl.50476, 2013

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Presenter
Presentation Notes
Distribution of CH4 from AIRS at 407 hPa and the contour of tropopause (left panels) and total ozone amount from AIRS (overlaid with wind vectors at 400 hPa, right panels) for three days on 3/25, 3/27, and 3/29/2010. Dark blue regions in the left panels are air masses with low CH4 impacted by stratospheric intrusion, and the enhancement of ozone is evident in the corresponding regions in the right panels[Xiong et al., 2003].
Page 18: Validation of AIRS-V6 CH4 Product and Some New Results

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Summary

1. Validation to AIRS-V6 using HIPPO aircraft data has been done, and more validation is needed and will be done later.

2. Results is as expected but have a larger bias, which call for more study on CH4 spectroscopy; More improvement is encouraging.

3. We can and should try to generate a dataset to monitor CH4 variation under the impact of global warming. A proposal was just submitted to ROSE A28 Science of Terra and Aqua:

Developing a Long-Term Mid-tropospheric CH4 and N2O Concentration Dataset

over the Circum-Arctic for Monitoring the Release of These Gases from Permafrost and Other Sources

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Page 19: Validation of AIRS-V6 CH4 Product and Some New Results

Thank You

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Page 21: Validation of AIRS-V6 CH4 Product and Some New Results

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• V6-CH4 has improved QC;

•V6-CH4 has larger DOF than V5;

•V6-CH4 has a better sensitivity lower troposphere;

•Smaller bias and RMS error

AIRS V5 vs V6 (March 27,2010)

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Page 22: Validation of AIRS-V6 CH4 Product and Some New Results

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AIRS- V5

V6 Smaller bias

?

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