Effects of atmospheric light scattering on spectroscopic observations of greenhouse gases from space. Part 2: Algorithm intercomparison in the GOSAT data processing for CO2 retrievals over TCCON sites

被引：43

作者：

Oshchepkov, Sergey ^{[1
]}

Bril, Andrey ^{[1
]}

Yokota, Tatsuya ^{[1
]}

Wennberg, Paul O. ^{[2
]}

Deutscher, Nicholas M. ^{[3
,4
,5
]}

Wunch, Debra ^{[2
]}

Toon, Geoffrey C. ^{[6
]}

Yoshida, Yukio ^{[1
]}

O'Dell, Christopher W. ^{[7
]}

Crisp, David ^{[6
]}

Miller, Charles E. ^{[6
]}

Frankenberg, Christian ^{[6
]}

Butz, Andre ^{[8
]}

Aben, Ilse ^{[9
]}

Guerlet, Sandrine ^{[9
]}

Hasekamp, Otto ^{[9
]}

Boesch, Hartmut ^{[10
]}

Cogan, Austin ^{[10
]}

Parker, Robert ^{[10
]}

Griffith, David ^{[3
,4
]}

Macatangay, Ronald ^{[3
,4
]}

Notholt, Justus ^{[5
]}

Sussmann, Ralf ^{[11
]}

Rettinger, Markus ^{[11
]}

Sherlock, Vanessa ^{[12
]}

Robinson, John ^{[12
]}

Kyro, Esko ^{[13
]}

Heikkinen, Pauli ^{[13
]}

Feist, Dietrich G. ^{[14
]}

Morino, Isamu ^{[1
]}

Kadygrov, Nikolay ^{[15
]}

Belikov, Dmitry ^{[1
]}

Maksyutov, Shamil ^{[1
]}

Matsunaga, Tsuneo ^{[1
]}

Uchino, Osamu ^{[1
]}

Watanabe, Hiroshi ^{[1
]}

机构：

[1] Natl Inst Environm Studies, Tsukuba, Ibaraki, Japan

[2] CALTECH, Pasadena, CA 91125 USA

[3] Univ Wollongong, Sch Chem, Wollongong, NSW, Australia

[4] Univ Wollongong, Ctr Atmospher Chem, Wollongong, NSW, Australia

[5] Univ Bremen, Inst Environm Phys, D-28359 Bremen, Germany

[6] CALTECH, Jet Prop Lab, Pasadena, CA USA

[7] Colorado State Univ, Ft Collins, CO 80523 USA

[8] Karlsruhe Inst Technol, IMK ASF, D-76021 Karlsruhe, Germany

[9] SRON, Netherlands Inst Space Res, Utrecht, Netherlands

[10] Univ Leicester, Space Res Ctr, Leicester, Leics, England

[11] Karlsruhe Inst Technol, IMK IFU, Garmisch Partenkirchen, Germany

[12] Natl Inst Water & Atmospher Res, Wellington, New Zealand

[13] FMI Arctic Res Ctr, Sodankylii, Finland

[14] Max Planck Inst Biogeochem, D-07745 Jena, Germany

[15] SNRS, UVSQ, CEA, Lab Sci Climat & Environm, Gif Sur Yvette, France

来源：

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES | 2013年 / 118卷 / 03期

基金：

澳大利亚研究理事会;

关键词：

FOURIER-TRANSFORM SPECTROMETER; VECTOR RADIATIVE-TRANSFER; DIFFERENTIAL ABSORPTION; OBSERVING SATELLITE; REFLECTED SUNLIGHT; INFRARED-SPECTRA; LINE PARAMETERS; CARBON-DIOXIDE; ICE CLOUDS; COLUMN;

D O I：

10.1002/jgrd.50146

中图分类号：

P4 [大气科学（气象学）];

学科分类号：

0706 ; 070601 ;

摘要：

This report is the second in a series of companion papers describing the effects of atmospheric light scattering in observations of atmospheric carbon dioxide (CO2) by the Greenhouse gases Observing SATellite (GOSAT), in orbit since 23 January 2009. Here we summarize the retrievals from six previously published algorithms; retrieving column-averaged dry air mole fractions of CO2 (X-CO2) during 22 months of operation of GOSAT from June 2009. First, we compare data products from each algorithm with ground-based remote sensing observations by Total Carbon Column Observing Network (TCCON). Our GOSAT-TCCON coincidence criteria select satellite observations within a 5 degrees radius of 11 TCCON sites. We have compared the GOSAT-TCCON X-CO2 regression slope, standard deviation, correlation and determination coefficients, and global and station-to-station biases. The best agreements with TCCON measurements were detected for NIES 02.xx and RemoTeC. Next, the impact of atmospheric light scattering on X-CO2 retrievals was estimated for each data product using scan by scan retrievals of light path modification with the photon path length probability density function (PPDF) method. After a cloud pre-filtering test, approximately 25% of GOSAT soundings processed by NIES 02.xx, ACOS B2.9, and UoL-FP: 3G and 35% processed by RemoTeC were found to be contaminated by atmospheric light scattering. This study suggests that NIES 02.xx and ACOS B2.9 algorithms tend to overestimate aerosol amounts over bright surfaces, resulting in an underestimation of X-CO2 for GOSAT observations. Cross-comparison between algorithms shows that ACOS B2.9 agrees best with NIES 02.xx and UoL-FP: 3G while RemoTeC X-CO2 retrievals are in a best agreement with NIES PPDF-D. Citation: Oshchepkov, S., et al. (2013), Effects of atmospheric light scattering on spectroscopic observations of greenhouse gases from space. Part 2: Algorithm intercomparison in the GOSAT data processing for CO2 retrievals over TCCON sites, J. Geophys. Res. Atmos., 118, 1493-1512, doi:10.1002/jgrd.50146.

引用

页码：1493 / 1512

页数：20

共 73 条

[11] A near-infrared optimized DOAS method for the fast global retrieval of atmospheric CH4, CO, CO2, H2O, and N2O total column amounts from SCIAMACHY Envisat-1 nadir radiances [J].

Buchwitz, M ;

Rozanov, VV ;

Burrows, JP .

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2000, 105 (D12) :15231-15245

[12] Toward accurate CO2 and CH4 observations from GOSAT [J].

Butz, A. ;

Guerlet, S. ;

Hasekamp, O. ;

Schepers, D. ;

Galli, A. ;

Aben, I. ;

Frankenberg, C. ;

Hartmann, J. -M. ;

Tran, H. ;

Kuze, A. ;

Keppel-Aleks, G. ;

Toon, G. ;

Wunch, D. ;

Wennberg, P. ;

Deutscher, N. ;

Griffith, D. ;

Macatangay, R. ;

Messerschmidt, J. ;

Notholt, J. ;

Warneke, T. .

GEOPHYSICAL RESEARCH LETTERS, 2011, 38

[13] CH4 retrievals from space-based solar backscatter measurements: Performance evaluation against simulated aerosol and cirrus loaded scenes [J].

Butz, A. ;

Hasekamp, O. P. ;

Frankenberg, C. ;

Vidot, J. ;

Aben, I. .

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2010, 115

[14] Retrievals of atmospheric CO2 from simulated space-borne measurements of backscattered near-infrared sunlight: accounting for aerosol effects [J].

Butz, Andre ;

Hasekamp, Otto P. ;

Frankenberg, Christian ;

Aben, Ilse .

APPLIED OPTICS, 2009, 48 (18) :3322-3336

[15] Contribution of the Orbiting Carbon Observatory to the estimation of CO2 sources and sinks:: Theoretical study in a variational data assimilation framework [J].

Chevallier, Frederic ;

Breon, Francois-Marie ;

Rayner, Peter J. .

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2007, 112 (D9)

[16] Atmospheric carbon dioxide retrieved from the Greenhouse gases Observing SATellite (GOSAT): Comparison with ground-based TCCON observations and GEOS-Chem model calculations [J].

Cogan, A. J. ;

Boesch, H. ;

Parker, R. J. ;

Feng, L. ;

Palmer, P. I. ;

Blavier, J. -F. L. ;

Deutscher, N. M. ;

Macatangay, R. ;

Notholt, J. ;

Roehl, C. ;

Warneke, T. ;

Wunch, D. .

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2012, 117

[17] Orbiting carbon observatory: Inverse method and prospective error analysis [J].

Connor, Brian J. ;

Boesch, Hartmut ;

Toon, Geoffrey ;

Sen, Bhaswar ;

Miller, Charles ;

Crisp, David .

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2008, 113 (D5)

[18] The ACOS CO2 retrieval algorithm - Part II: Global XCO2 data characterization [J].

Crisp, D. ;

Fisher, B. M. ;

O'Dell, C. ;

Frankenberg, C. ;

Basilio, R. ;

Boesch, H. ;

Brown, L. R. ;

Castano, R. ;

Connor, B. ;

Deutscher, N. M. ;

Eldering, A. ;

Griffith, D. ;

Gunson, M. ;

Kuze, A. ;

Mandrake, L. ;

McDuffie, J. ;

Messerschmidt, J. ;

Miller, C. E. ;

Morino, I. ;

Natraj, V. ;

Notholt, J. ;

O'Brien, D. M. ;

Oyafuso, F. ;

Polonsky, I. ;

Robinson, J. ;

Salawitch, R. ;

Sherlock, V. ;

Smyth, M. ;

Suto, H. ;

Taylor, T. E. ;

Thompson, D. R. ;

Wennberg, P. O. ;

Wunch, D. ;

Yung, Y. L. .

ATMOSPHERIC MEASUREMENT TECHNIQUES, 2012, 5 (04) :687-707

[19]

Crisp D., 2011, D65488 OCO NASA JET

[20] Total column CO2 measurements at Darwin, Australia - site description and calibration against in situ aircraft profiles [J].

Deutscher, N. M. ;

Griffith, D. W. T. ;

Bryant, G. W. ;

Wennberg, P. O. ;

Toon, G. C. ;

Washenfelder, R. A. ;

Keppel-Aleks, G. ;

Wunch, D. ;

Yavin, Y. ;

Allen, N. T. ;

Blavier, J. -F. ;

Jimenez, R. ;

Daube, B. C. ;

Bright, A. V. ;

Matross, D. M. ;

Wofsy, S. C. ;

Park, S. .

ATMOSPHERIC MEASUREMENT TECHNIQUES, 2010, 3 (04) :947-958

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