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Atmospheric Measurement Techniques An interactive open-access journal of the European Geosciences Union

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© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
Research article
30 Jan 2018
Review status
This discussion paper is a preprint. A revision of this manuscript was accepted for the journal Atmospheric Measurement Techniques (AMT) and is expected to appear here in due course.
Carbon dioxide retrieval from OCO-2 satellite observations using the RemoTeC algorithm and validation with TCCON measurements
Lianghai Wu1, Otto Hasekamp1, Haili Hu1, Jochen Landgraf1, Andre Butz2,3, Joost aan de Brugh1, Ilse Aben1, Dave F. Pollard4, David W. T. Griffith5, Dietrich G. Feist6, Dmitry Koshelev7, Frank Hase8, Geoffrey C. Toon9, Hirofumi Ohyama10, Isamu Morino10, Justus Notholt11, Kei Shiomi12, Laura Iraci13, Matthias Schneider15, Martine de Maziére14, Ralf Sussmann15, Rigel Kivi16, Thorsten Warneke11, Tae-Young Goo17, and Yao Té7 1SRON Netherlands Institute for Space Research, Utrecht, the Netherlands
2Institute of Atmospheric Physics, Deutsches Zentrum für Luft- und Raumfahrt e.V. (DLR), Wessling-Oberpfaffenhofen, Germany
3Meteorologisches Institut, Ludwig-Maximilians-Universität (LMU), Munich, Germany
4National Institute of Water and Atmospheric Research Ltd (NIWA), Lauder, New Zealand
5University of Wollongong, Wollongong, Australia
6Max Planck Institute for Biogeochemistry, Jena, Germany
7LERMA-IPSL, Sorbonne Universités, UPMC Univ Paris 06, CNRS, Observatoire de Paris, PSL Research University, 75005, Paris, France
8Karlsruhe Institute of Technology (KIT), IMK-ASF, Karlsruhe, Germany
9Jet Propulsion Laboratory, California Institute of Technology, Pasadena, California, USA
10National Institute for Environmental Studies (NIES), Tsukuba, Japan
11University of Bremen, Bremen, Germany
12Japan Aerospace Exploration Agency, Tsukuba, Japan
13NASA Ames Research Center, Moffett Field, CA, USA
14Royal Belgian Institute for Space Aeronomy, Brussels, Belgium
15Karlsruhe Institute of Technology (KIT), Institute of Meteorology and Climate Research (IMK-IFU), Garmisch Partenkirchen, Germany
16Finnish Meteorological Institute, Sodankylä, Finland
17National Institute of Meteorological Research, Seoul, Republic of Korea
Abstract. In this study we present the retrieval of the column averaged dry air mole fraction of carbon dioxide (XCO2) from the Orbiting Carbon Observatory-2 (OCO-2) satellite observations using the RemoTeC algorithm, previously successfully applied to retrieval of greenhouse gas concentration from the Greenhouse Gases Observing Satellite (GOSAT). The XCO2 product has been validated with collocated ground based measurements from the Total Carbon Column Observing Network (TCCON) for almost 2 years of OCO-2 data from September 2014 to July 2016. We found that fitting an additive radiometric offset in all three spectral bands of OCO-2 significantly improved the retrieval. Based on a small correlation of the XCO2 error over land with fit residuals, we applied an a posteriori bias correction to our OCO-2 retrievals. In daily averaged results, XCO2 retrievals have a standard deviation ~ 1.30 ppm and a station-to-station variability of ~ 0.40 ppm among collocated TCCON sites. The seasonal relative accuracy (SRA) has a value of 0.52 ppm. The validation shows relatively larger difference with TCCON over high latitude areas and some specific regions like Japan.
Citation: Wu, L., Hasekamp, O., Hu, H., Landgraf, J., Butz, A., aan de Brugh, J., Aben, I., Pollard, D. F., Griffith, D. W. T., Feist, D. G., Koshelev, D., Hase, F., Toon, G. C., Ohyama, H., Morino, I., Notholt, J., Shiomi, K., Iraci, L., Schneider, M., de Maziére, M., Sussmann, R., Kivi, R., Warneke, T., Goo, T.-Y., and Té, Y.: Carbon dioxide retrieval from OCO-2 satellite observations using the RemoTeC algorithm and validation with TCCON measurements, Atmos. Meas. Tech. Discuss.,, in review, 2018.
Lianghai Wu et al.
Lianghai Wu et al.


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