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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

Identifieur interne : 004A77 ( Main/Exploration ); précédent : 004A76; suivant : 004A78

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

Auteurs : Sergey Oshchepkov [Japon] ; Andrey Bril [Japon] ; Tatsuya Yokota [Japon] ; Paul O. Wennberg [États-Unis] ; Nicholas M. Deutscher [Australie, Allemagne] ; Debra Wunch [États-Unis] ; Geoffrey C. Toon [États-Unis] ; Yukio Yoshida [Japon] ; Christopher W. O'Dell [États-Unis] ; David Crisp [États-Unis] ; Charles E. Miller [États-Unis] ; Christian Frankenberg [États-Unis] ; André Butz [Allemagne] ; Ilse Aben [Pays-Bas] ; Sandrine Guerlet [Pays-Bas] ; Otto Hasekamp [Pays-Bas] ; Hartmut Boesch [Royaume-Uni] ; Austin Cogan [Royaume-Uni] ; Robert Parker [Royaume-Uni] ; David Griffith [Australie] ; Ronald Macatangay [Australie] ; Justus Notholt [Allemagne] ; Ralf Sussmann [Allemagne] ; Markus Rettinger [Allemagne] ; Vanessa Sherlock [Nouvelle-Zélande] ; John Robinson [Nouvelle-Zélande] ; Esko Kyrö [Finlande] ; Pauli Heikkinen [Finlande] ; Dietrich G. Feist [Allemagne] ; Isamu Morino [Japon] ; Nikolay Kadygrov [France] ; Dmitry Belikov [Japon] ; Shamil Maksyutov [Japon] ; Tsuneo Matsunaga [Japon] ; Osamu Uchino [Japon] ; Hiroshi Watanabe [Japon]

Source :

RBID : ISTEX:1C880626DA768BF311B23244FD0516EFFB5BF7B8

Descripteurs français

English descriptors

Abstract

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 (XCO2) 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° radius of 11 TCCON sites. We have compared the GOSAT‐TCCON XCO2 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 XCO2 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 XCO2 for GOSAT observations. Cross‐comparison between algorithms shows that ACOS B2.9 agrees best with NIES 02.xx and UoL‐FP: 3G while RemoTeC XCO2 retrievals are in a best agreement with NIES PPDF‐D.

Url:
DOI: 10.1002/jgrd.50146


Affiliations:


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<author>
<name sortKey="Feist, Dietrich G" sort="Feist, Dietrich G" uniqKey="Feist D" first="Dietrich G." last="Feist">Dietrich G. Feist</name>
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<wicri:regionArea>Max Planck Institute for Biogeochemistry, Jena</wicri:regionArea>
<wicri:noRegion>Jena</wicri:noRegion>
<wicri:noRegion>Jena</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Morino, Isamu" sort="Morino, Isamu" uniqKey="Morino I" first="Isamu" last="Morino">Isamu Morino</name>
<affiliation wicri:level="1">
<country xml:lang="fr">Japon</country>
<wicri:regionArea>National Institute for Environmental Studies, Tsukuba</wicri:regionArea>
<wicri:noRegion>Tsukuba</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Kadygrov, Nikolay" sort="Kadygrov, Nikolay" uniqKey="Kadygrov N" first="Nikolay" last="Kadygrov">Nikolay Kadygrov</name>
<affiliation wicri:level="1">
<country xml:lang="fr">France</country>
<wicri:regionArea>Laboratoire des Sciences du Climat et de l'Environnement, CEA, UVSQ, SNRS, Gif‐sur‐Yvette</wicri:regionArea>
<wicri:noRegion>Gif‐sur‐Yvette</wicri:noRegion>
<wicri:noRegion>Gif‐sur‐Yvette</wicri:noRegion>
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<name sortKey="Belikov, Dmitry" sort="Belikov, Dmitry" uniqKey="Belikov D" first="Dmitry" last="Belikov">Dmitry Belikov</name>
<affiliation wicri:level="1">
<country xml:lang="fr">Japon</country>
<wicri:regionArea>National Institute for Environmental Studies, Tsukuba</wicri:regionArea>
<wicri:noRegion>Tsukuba</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Maksyutov, Shamil" sort="Maksyutov, Shamil" uniqKey="Maksyutov S" first="Shamil" last="Maksyutov">Shamil Maksyutov</name>
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<wicri:regionArea>National Institute for Environmental Studies, Tsukuba</wicri:regionArea>
<wicri:noRegion>Tsukuba</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Matsunaga, Tsuneo" sort="Matsunaga, Tsuneo" uniqKey="Matsunaga T" first="Tsuneo" last="Matsunaga">Tsuneo Matsunaga</name>
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<country xml:lang="fr">Japon</country>
<wicri:regionArea>National Institute for Environmental Studies, Tsukuba</wicri:regionArea>
<wicri:noRegion>Tsukuba</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Uchino, Osamu" sort="Uchino, Osamu" uniqKey="Uchino O" first="Osamu" last="Uchino">Osamu Uchino</name>
<affiliation wicri:level="1">
<country xml:lang="fr">Japon</country>
<wicri:regionArea>National Institute for Environmental Studies, Tsukuba</wicri:regionArea>
<wicri:noRegion>Tsukuba</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Watanabe, Hiroshi" sort="Watanabe, Hiroshi" uniqKey="Watanabe H" first="Hiroshi" last="Watanabe">Hiroshi Watanabe</name>
<affiliation wicri:level="1">
<country xml:lang="fr">Japon</country>
<wicri:regionArea>National Institute for Environmental Studies, Tsukuba</wicri:regionArea>
<wicri:noRegion>Tsukuba</wicri:noRegion>
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</analytic>
<monogr></monogr>
<series>
<title level="j" type="main">Journal of Geophysical Research: Atmospheres</title>
<title level="j" type="alt">JOURNAL OF GEOPHYSICAL RESEARCH: ATMOSPHERES</title>
<idno type="ISSN">2169-897X</idno>
<idno type="eISSN">2169-8996</idno>
<imprint>
<biblScope unit="vol">118</biblScope>
<biblScope unit="issue">3</biblScope>
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<biblScope unit="page-count">20</biblScope>
<date type="published" when="2013-02-16">2013-02-16</date>
</imprint>
<idno type="ISSN">2169-897X</idno>
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<idno type="ISSN">2169-897X</idno>
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<keywords scheme="KwdEn" xml:lang="en">
<term>Aben</term>
<term>Acos</term>
<term>Acos algorithms</term>
<term>Aerosol</term>
<term>Aerosol retrievals</term>
<term>Albedo</term>
<term>Algorithm</term>
<term>Appl</term>
<term>Atmos</term>
<term>Atmospheric carbon dioxide</term>
<term>Atmospheric light</term>
<term>Belikov</term>
<term>Best agreement</term>
<term>Bias</term>
<term>Bremen</term>
<term>Bright surfaces</term>
<term>Bril</term>
<term>Butz</term>
<term>California institute</term>
<term>Carbon dioxide</term>
<term>Chem</term>
<term>Cirrus</term>
<term>Coincidence criteria</term>
<term>Coincident</term>
<term>Coincident observations</term>
<term>Data processing</term>
<term>Data product</term>
<term>Data products</term>
<term>Different algorithms</term>
<term>Dioxide</term>
<term>Environmental studies</term>
<term>Frankenberg</term>
<term>Garmisch</term>
<term>Geophys</term>
<term>Global bias</term>
<term>Good agreement</term>
<term>Gosat</term>
<term>Gosat algorithm comparison</term>
<term>Gosat algorithm comparison figure</term>
<term>Gosat data</term>
<term>Gosat data processing</term>
<term>Gosat observations</term>
<term>Gosat retrieval algorithms</term>
<term>Gosat scans</term>
<term>Gosat soundings</term>
<term>Greenhouse</term>
<term>Greenhouse gases</term>
<term>Hartmann</term>
<term>Hasekamp</term>
<term>Histogram</term>
<term>Inset</term>
<term>Irradiance</term>
<term>Lamont</term>
<term>Lamont site</term>
<term>Largest number</term>
<term>Lauder</term>
<term>Light path</term>
<term>Light path variability</term>
<term>Lter</term>
<term>Meas</term>
<term>Modeling</term>
<term>Nakajima</term>
<term>National institute</term>
<term>Northern hemisphere</term>
<term>Northern hemisphere sites</term>
<term>Ny</term>
<term>Optical path</term>
<term>Oshchepkov</term>
<term>Other algorithms</term>
<term>Photon</term>
<term>Phys</term>
<term>Posteriori</term>
<term>Ppdf</term>
<term>Ppdf parameters</term>
<term>Quant</term>
<term>Radiance spectra</term>
<term>Radiative</term>
<term>Radius circle</term>
<term>Regression slope</term>
<term>Remotec</term>
<term>Retrieval</term>
<term>Retrieval algorithm</term>
<term>Retrieval bias</term>
<term>Right column</term>
<term>Satellite observations</term>
<term>Scan</term>
<term>Scan counts</term>
<term>Seasonal variability</term>
<term>Single scans</term>
<term>Sounding</term>
<term>Southern hemisphere</term>
<term>Southern hemisphere sites</term>
<term>Spectral bands</term>
<term>Spectral variability</term>
<term>Spectrosc</term>
<term>Spectroscopic</term>
<term>Spectroscopic observations</term>
<term>Standard deviation</term>
<term>Statistical characteristics</term>
<term>Surface albedo</term>
<term>Surface pressure</term>
<term>Surface pressure bias</term>
<term>Tccon</term>
<term>Tccon data</term>
<term>Tccon measurements</term>
<term>Tccon site</term>
<term>Tccon sites</term>
<term>Tccon stations</term>
<term>Tccon xco2</term>
<term>Toon</term>
<term>Toon model</term>
<term>Total carbon column</term>
<term>Tsukuba</term>
<term>Validation</term>
<term>Variability</term>
<term>Wollongong</term>
<term>Wunch</term>
<term>Xco2</term>
<term>Xco2 retrievals</term>
<term>Yokota</term>
<term>Yoshida</term>
</keywords>
<keywords scheme="Teeft" xml:lang="en">
<term>Aben</term>
<term>Acos</term>
<term>Acos algorithms</term>
<term>Aerosol</term>
<term>Aerosol retrievals</term>
<term>Albedo</term>
<term>Algorithm</term>
<term>Appl</term>
<term>Atmos</term>
<term>Atmospheric carbon dioxide</term>
<term>Atmospheric light</term>
<term>Belikov</term>
<term>Best agreement</term>
<term>Bias</term>
<term>Bremen</term>
<term>Bright surfaces</term>
<term>Bril</term>
<term>Butz</term>
<term>California institute</term>
<term>Carbon dioxide</term>
<term>Chem</term>
<term>Cirrus</term>
<term>Coincidence criteria</term>
<term>Coincident</term>
<term>Coincident observations</term>
<term>Data processing</term>
<term>Data product</term>
<term>Data products</term>
<term>Different algorithms</term>
<term>Dioxide</term>
<term>Environmental studies</term>
<term>Frankenberg</term>
<term>Garmisch</term>
<term>Geophys</term>
<term>Global bias</term>
<term>Good agreement</term>
<term>Gosat</term>
<term>Gosat algorithm comparison</term>
<term>Gosat algorithm comparison figure</term>
<term>Gosat data</term>
<term>Gosat data processing</term>
<term>Gosat observations</term>
<term>Gosat retrieval algorithms</term>
<term>Gosat scans</term>
<term>Gosat soundings</term>
<term>Greenhouse</term>
<term>Greenhouse gases</term>
<term>Hartmann</term>
<term>Hasekamp</term>
<term>Histogram</term>
<term>Inset</term>
<term>Irradiance</term>
<term>Lamont</term>
<term>Lamont site</term>
<term>Largest number</term>
<term>Lauder</term>
<term>Light path</term>
<term>Light path variability</term>
<term>Lter</term>
<term>Meas</term>
<term>Modeling</term>
<term>Nakajima</term>
<term>National institute</term>
<term>Northern hemisphere</term>
<term>Northern hemisphere sites</term>
<term>Ny</term>
<term>Optical path</term>
<term>Oshchepkov</term>
<term>Other algorithms</term>
<term>Photon</term>
<term>Phys</term>
<term>Posteriori</term>
<term>Ppdf</term>
<term>Ppdf parameters</term>
<term>Quant</term>
<term>Radiance spectra</term>
<term>Radiative</term>
<term>Radius circle</term>
<term>Regression slope</term>
<term>Remotec</term>
<term>Retrieval</term>
<term>Retrieval algorithm</term>
<term>Retrieval bias</term>
<term>Right column</term>
<term>Satellite observations</term>
<term>Scan</term>
<term>Scan counts</term>
<term>Seasonal variability</term>
<term>Single scans</term>
<term>Sounding</term>
<term>Southern hemisphere</term>
<term>Southern hemisphere sites</term>
<term>Spectral bands</term>
<term>Spectral variability</term>
<term>Spectrosc</term>
<term>Spectroscopic</term>
<term>Spectroscopic observations</term>
<term>Standard deviation</term>
<term>Statistical characteristics</term>
<term>Surface albedo</term>
<term>Surface pressure</term>
<term>Surface pressure bias</term>
<term>Tccon</term>
<term>Tccon data</term>
<term>Tccon measurements</term>
<term>Tccon site</term>
<term>Tccon sites</term>
<term>Tccon stations</term>
<term>Tccon xco2</term>
<term>Toon</term>
<term>Toon model</term>
<term>Total carbon column</term>
<term>Tsukuba</term>
<term>Validation</term>
<term>Variability</term>
<term>Wollongong</term>
<term>Wunch</term>
<term>Xco2</term>
<term>Xco2 retrievals</term>
<term>Yokota</term>
<term>Yoshida</term>
</keywords>
<keywords scheme="Wicri" type="topic" xml:lang="fr">
<term>Aérosol</term>
<term>Brême</term>
<term>Traitement des données</term>
</keywords>
</textClass>
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</teiHeader>
<front>
<div type="abstract">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 (XCO2) 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° radius of 11 TCCON sites. We have compared the GOSAT‐TCCON XCO2 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 XCO2 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 XCO2 for GOSAT observations. Cross‐comparison between algorithms shows that ACOS B2.9 agrees best with NIES 02.xx and UoL‐FP: 3G while RemoTeC XCO2 retrievals are in a best agreement with NIES PPDF‐D.</div>
</front>
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