The operational methane retrieval algorithm for TROPOMI

Abstract. This work presents the operational methane retrieval algorithm for the Sentinel 5 Precursor (S5P) satellite and its performance tested on realistic ensembles of simulated measurements. The target product is the column-averaged dry air volume mixing ratio of methane (XCH4), which will be retrieved simultaneously with scattering properties of the atmosphere. The algorithm attempts to fit spectra observed by the shortwave and near-infrared channels of the TROPOspheric Monitoring Instrument (TROPOMI) spectrometer aboard S5P. The sensitivity of the retrieval performance to atmospheric scattering properties, atmospheric input data and instrument calibration errors is evaluated. In addition, we investigate the effect of inhomogeneous slit illumination on the instrument spectral response function. Finally, we discuss the cloud filters to be used operationally and as backup. We show that the required accuracy and precision of

[1]  O. Hasekamp,et al.  CH4, CO, and H2O spectroscopy for the Sentinel-5 Precursor mission: an assessment with the Total Carbon Column Observing Network measurements , 2012 .

[2]  David Crisp,et al.  Orbiting Carbon Observatory-2 (OCO-2) cloud screening algorithms: validation against collocated MODIS and CALIOP data , 2015 .

[3]  Ilse Aben,et al.  Uncertainties in the space-based measurements of CO2 columns due to scattering in the Earth's atmosphere , 2007 .

[4]  P. Hansen Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion , 1987 .

[5]  Hartmut Boesch,et al.  Orbiting Carbon Observatory: Inverse method and prospective error analysis , 2008 .

[6]  Henk Eskes,et al.  Methane Emissions from Sciamachy Observations Sensitivity Analysis of Methane Emissions Derived from Sciamachy Observations through Inverse Modelling Acpd Methane Emissions from Sciamachy Observations , 2022 .

[7]  T. Borsdorff,et al.  The direct fitting approach for total ozone column retrievals: a sensitivity study on GOME-2/MetOp-A measurements , 2015 .

[8]  E. Vermote,et al.  The MODIS Aerosol Algorithm, Products, and Validation , 2005 .

[9]  O. Hasekamp,et al.  CH4, CO, and H2O spectroscopy for the Sentinel-5 Precursor mission: an assessment with the Total Carbon Column Observing Network measurements , 2012 .

[10]  Manfred Birk,et al.  Spectroscopic database for TROPOMI/Sentinel 5 precursor , 2015 .

[11]  Clive D Rodgers,et al.  Inverse Methods for Atmospheric Sounding: Theory and Practice , 2000 .

[12]  Ilse Aben,et al.  Improved water vapour spectroscopy in the 4174-4300 cm-1 region and its impact on SCIAMACHY HDO/H2O measurements , 2012 .

[13]  Ilse Aben,et al.  TROPOMI aboard Sentinel-5 Precursor: Prospective performance of CH4 retrievals for aerosol and cirrus loaded atmospheres , 2012 .

[14]  D. Winker,et al.  Initial performance assessment of CALIOP , 2007 .

[15]  Peter Bergamaschi,et al.  Satellite chartography of atmospheric methane from SCIAMACHY on board ENVISAT: 2. Evaluation based on inverse model simulations , 2007 .

[16]  Jean-François Léon,et al.  Application of spheroid models to account for aerosol particle nonsphericity in remote sensing of desert dust , 2006 .

[17]  Rebecca Castano,et al.  The ACOS CO 2 retrieval algorithm – Part 1: Description and validation against synthetic observations , 2011 .

[18]  Hartmut Boesch,et al.  Methane observations from the Greenhouse Gases Observing SATellite: Comparison to ground‐based TCCON data and model calculations , 2011 .

[19]  Haili Hu,et al.  HDO and H 2 O total column retrievals from TROPOMI shortwave infrared measurements , 2016 .

[20]  Ilse Aben,et al.  Pressure broadening in the 2ν 3 band of methane and its implication on atmospheric retrievals , 2008 .

[21]  C. Frankenberg,et al.  Remote sensing of near-infrared chlorophyll fluorescence from space in scattering atmospheres: implications for its retrieval and interferences with atmospheric CO 2 retrievals , 2012 .

[22]  M. Buchwitz,et al.  SCIAMACHY: Mission Objectives and Measurement Modes , 1999 .

[23]  Per Christian Hansen,et al.  Rank-Deficient and Discrete Ill-Posed Problems , 1996 .

[24]  Ulrich Platt,et al.  Retrieval of CO from SCIAMACHY onboard ENVISAT : detection of strongly polluted areas and seasonal patterns in global CO abundances , 2017 .

[25]  J. F. Meirink,et al.  Inverse Modeling of Global and Regional CH4 Emissions Using SCIAMACHY Satellite Retrievals , 2009 .

[26]  C. Frankenberg D-81519 OCO-2 Algorithm Theoretical Basis Document IMAP-DOAS preprocessor , 2014 .

[27]  Stefan Noel,et al.  Quantification and mitigation of the impact of scene inhomogeneity on Sentinel-4 UVN UV-VIS retrievals , 2012 .

[28]  Michael Buchwitz,et al.  A method for improved SCIAMACHY CO 2 retrieval in the presence of optically thin clouds , 2009 .

[29]  B. Finlayson‐Pitts,et al.  Atmospheric Chemistry , 2010, Proceedings of the National Academy of Sciences.

[30]  O. Hasekamp,et al.  Accurate modeling of spectral fine-structure in Earth radiance spectra measured with the Global Ozone Monitoring Experiment. , 2007, Applied optics.

[31]  Gang Li,et al.  The HITRAN 2008 molecular spectroscopic database , 2005 .

[32]  A. Lacis,et al.  Aerosol retrievals over the ocean by use of channels 1 and 2 AVHRR data: sensitivity analysis and preliminary results. , 1999, Applied optics.

[33]  David A. Seal,et al.  The Shuttle Radar Topography Mission , 2007 .

[34]  Maximilian Reuter,et al.  Long-term analysis of carbon dioxide and methane column-averaged mole fractions retrieved from SCIAMACHY , 2010 .

[35]  Ilse Aben,et al.  Retrievals of atmospheric CO2 from simulated space-borne measurements of backscattered near-infrared sunlight: accounting for aerosol effects. , 2009, Applied optics.

[36]  Ilse Aben,et al.  Methane retrievals from Greenhouse Gases Observing Satellite (GOSAT) shortwave infrared measurements: Performance comparison of proxy and physics retrieval algorithms , 2012 .

[37]  I. Aben,et al.  Water vapour total columns from SCIAMACHY spectra in the 2.36 μm window , 2009 .

[38]  David L. Phillips,et al.  A Technique for the Numerical Solution of Certain Integral Equations of the First Kind , 1962, JACM.

[39]  D. Gesch,et al.  Global multi-resolution terrain elevation data 2010 (GMTED2010) , 2011 .

[40]  Karen E. Cady-Pereira,et al.  Uncertainties in atmospheric surface pressure fields from global analyses , 2008 .

[41]  Otto P. Hasekamp,et al.  LINTRAN v2.0: A linearised vector radiative transfer model for efficient simulation of satellite-born nadir-viewing reflection measurements of cloudy atmospheres , 2014 .

[42]  Peter Bergamaschi,et al.  A multi-year methane inversion using SCIAMACHY, accounting for systematic errors using TCCON measurements , 2013 .

[43]  L PhillipsDavid A Technique for the Numerical Solution of Certain Integral Equations of the First Kind , 1962 .

[44]  E. R. Polovtseva,et al.  The HITRAN2012 molecular spectroscopic database , 2013 .

[45]  Haili Hu,et al.  Carbon monoxide total column retrievals from TROPOMI shortwave infrared measurements , 2016 .

[46]  Jean-Michel Hartmann,et al.  Line mixing and collision-induced absorption by oxygen in the A band: Laboratory measurements, model, and tools for atmospheric spectra computations , 2006 .

[47]  A. N. Tikhonov,et al.  REGULARIZATION OF INCORRECTLY POSED PROBLEMS , 1963 .

[48]  Masakatsu Nakajima,et al.  Thermal and near infrared sensor for carbon observation Fourier-transform spectrometer on the Greenhouse Gases Observing Satellite for greenhouse gases monitoring. , 2009, Applied optics.

[49]  Ilse Aben,et al.  CH4 retrievals from space‐based solar backscatter measurements: Performance evaluation against simulated aerosol and cirrus loaded scenes , 2010 .

[50]  Vincent Boudon,et al.  Mapping spectroscopic uncertainties into prospective methane retrieval errors from Sentinel-5 and its precursor , 2015 .

[51]  Henk Eskes,et al.  TROPOMI on the ESA Sentinel-5 Precursor: A GMES mission for global observations of the atmospheric composition for climate, air quality and ozone layer applications , 2012 .

[52]  Otto P. Hasekamp,et al.  Efficient calculation of intensity and polarization spectra in vertically inhomogeneous scattering and absorbing atmospheres , 2008 .

[53]  T. Eck,et al.  Variability of Absorption and Optical Properties of Key Aerosol Types Observed in Worldwide Locations , 2002 .

[54]  L. Gómez-Chova,et al.  Developments for vegetation fluorescence retrieval from spaceborne high‐resolution spectrometry in the O2‐A and O2‐B absorption bands , 2010 .

[55]  O. Hasekamp,et al.  Error analysis for CO and CH 4 total column retrievals from SCIAMACHY 2.3 μm spectra , 2008 .

[56]  O. Boucher,et al.  The aerosol-climate model ECHAM5-HAM , 2004 .