Accounting for representativeness errors in the inversion of atmospheric constituent emissions: application to the retrieval of regional carbon monoxide fluxes

Mohammad Reza Koohkan; Marc Bocquet

doi:10.3402/tellusb.v64i0.19047

Accounting for representativeness errors in the inversion of atmospheric constituent emissions: application to the retrieval of regional carbon monoxide fluxes

Tellus B: Chemical and Physical Meteorology

Volume 64 (2012): Issue 1

By: Mohammad Reza Koohkan and Marc Bocquet

Open Access

|Jan 2012

Arellano A. F , Hess P. G . Sensitivity of top-down estimates of CO sources to GCTM transport . Geophys. Res. Lett . 2006 ; 33 : L21807 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Bocquet , M . 2012 . Parameter field estimation for atmospheric dispersion: application to the Chernobyl accident using 4D-Var . Q. J. Roy. Meteor. Soc . 138 : 664 – 681 . DOI: 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Bocquet M , Wu L , Chevallier F . Bayesian design of control space for optimal assimilation of observations. I: consistent multiscale formalism . Q. J. Roy. Meteor. Soc . 2011 ; 137 : 1340 – 1356 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Boutahar J , Lacour S , Mallet V , Musson-Genon L , Quélo D , co-authors . Development and validation of a fully modular platform for the numerical modeling of air pollution: POLAIR . Int. J. Environ. Pollut . 2004 ; 22 : 17 – 28 .
Search in Google Scholar Back to article
Chevallier F , Fisher M , Peylin P , Serrar A , Bousquet P , co-authors . Inferring CO2 sources and sinks from satellite observations: method and application to TOVS data . 2005 ; 110 : D24309 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Desroziers G , Ivanov S . Diagnosis and adaptive tuning of observation-error parameters in a variational assimilation . J. Geophys. Res . 2001 ; 127 : 1433 – 1452 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Elbern H , Strunk A , Schmidt H , Talagrand O . Emission rate and chemical state estimation by 4-dimensional variational inversion . 2007 ; 7 : 3749 – 3769 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Emmons L. K , Walters S , Hess P. G , Lamarque J.-F , Pfister G. G , co-authors . Description and evaluation of the model for Ozone and related chemical tracers, version 4 (MOZART-4) . Q. J. Roy. Meteor. Soc . 2010 ; 3 : 43 – 67 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Fisher M , Leny D. J . Lagrangian four-dimensional variational data assimilation of chemical species . Atmos. Chem. Phys . 1995 ; 121 : 1681 – 1704 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Fortems-Cheiney A , Chevallier F , Pison I , Bousquet F , Carouge C , co-authors . On the capability of IASI measurements to inform about CO surface emissions . Geosci. Model Dev . 2009 ; 9 : 8735 – 8743 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Fortems-Cheiney A , Chevallier F , Pison I , Bousquet P , Szopa S , co-authors . Ten years of CO emissions as seen from measurements of pollution in the troposphere (MOPITT) . Q. J. Roy. Meteor. Soc . 2011 ; 116 : D05304 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
GENEMIS . 1994 . Generation of European Emission Data for Episodes (GENEMIS) Project . Technical Report, EUROTRAC Annual Report 1993 , Garmisch-Partenkirchen : Germany .
Search in Google Scholar Back to article
Guenther A , Karl T , Harley P , Wiedinmyer C , Palmer P , co-authors . Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature) . J. Geophys. Res . 2006 ; 6 : 3181 – 3210 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Guillas S , Bao J , Choi Y , Wang Y . Statistical correction and downscaling of chemical transport model ozone forecasts over Atlanta . 2008 ; 42 : 1338 – 1348 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Henne S , Brunner D , Folini D , Solberg S , Klausen J , co-authors . Assessment of parameters describing representativeness of air quality in-situ measurement sites . Atmos. Chem. Phys . 2010 ; 10 : 3561 – 3581 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Horowitz L. W , Walters S , Mauzerall D. L , Emmons L. K , Rasch P. J , co-authors . A global simulation of tropospheric ozone and related tracers: description and evaluation of MOZART, version 2 . Atmos. Environ . 2003 ; 108 : D24 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Karamchandani P , Lohman K , Seigneur C . Using a sub-grid scale modeling approach to simulate the transport and fate of toxic air pollutants . Atmos. Chem. Phys . 2009 ; 9 : 59 – 71 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Kopacz M , Jacob D. J , Fisher J. A , Logan J. A , Zhang L , co-authors . Global estimates of CO sources with high resolution by adjoint inversion of multiple satellite datasets MOPITT, AIRS, SCIAMACHY, TES . J. Geophys. Res . 2010 ; 10 : 855 – 876 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Kopacz M , Jacob D. J , Henze D. K , Heald C. L , Streets D. G , co-authors . A comparison of analytical and adjoint Bayesian inversion methods for constraining Asian sources of CO using satellite (MOPITT) measurements of CO columns . Environ. Fluid. Mech . 2009 ; 114 : D04305 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Larssen S , Sluyter R , Helmis C . Criteria for EUROAIRNET: The EEA Air Quality Monitoring and Information Network . Technical Report, European Environment Agency. . 1999
Search in Google Scholar Back to article
Le Dimet F.-X , Talagrand O . Variational algorithms for analysis and assimilation of meteorological observations: theoretical aspects . J. Geophys. Res . 1986 ; 38 : 97 – 110 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Ménard R , Cohn S. E , Chang L.-P , Lyster P. M . Assimilation of stratospheric chemical tracer observations using a Kalman filter. Part I: formulation . 2000 ; 128 : 2654 – 2671 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Mulholland M , Seinfeld J . Inverse air pollution modelling of urban-scale carbon monoxide emissions . Tellus A . 1995 ; 4 : 497 – 516 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Müller J.-F , Stavrakou T . Inversion of CO and NOx emissions using the adjoint of the Image model . Mon. Weather Rev . 2005 ; 5 : 1157 – 1186 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Nappo , C. J , Caneill , J. Y , Furman , R. W , Gifford , F. A , Kaimal , J. C . and co-authors . 1982 . Workshop on the representativeness of meteorological observations . Atmos. Environ ., 63 , 761 – 764 .
Search in Google Scholar Back to article
Pétron G , Granier C , Khattatov B , Lamarque J.-F , Yudin V , co-authors . Inverse modeling of carbon monoxide surface emissions using Climate Monitoring and Diagnostics Laboratory network observations . Atmos. Chem. Phys . 2002 ; 107 : 4761 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Pétron G , Granier C , Khattatov B , Yudin V , Lamarque J.-F , co-authors . Monthly CO surface sources inventory based on the 2000–2001 MOPITT satellite data . B. Am. Meteorol. Soc . 2004 ; 31 : L21107 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Quélo D , Krysta M , Bocquet M , Isnard O , Minier Y , co-authors . Validation of the Polyphemus platform on the ETEX, Chernobyl and Algeciras cases . J. Geophys. Res . 2007 ; 41 : 5300 – 5315 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Saide P , Bocquet M , Osses A , Gallardo L . Constraining surface emissions of air pollutants using inverse modeling: method intercomparison and a new two-step multiscale approach . Geophys. Res. Lett . 2011 ; 63 : 360 – 370 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Stavrakou T , Müller J.-F . Grid-based versus big region approach for inverting CO emissions using Measurement of Pollution in the Troposphere (MOPITT) data . Atmos. Environ . 2006 ; 111 : D15304 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Vestreng V , Myhre G , Fagerli H , Reis S , Terrasón L . Twenty-five years of continuous sulphir dioxide emission reduction in Europe . Tellus B . 2007 ; 7 : 3663 – 3681 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Wu L , Bocquet M , Lauvaux T , Chevallier F , Rayner P , Davis K . Optimal representation of source-sink fluxes for mesoscale carbon dioxide inversion with synthetic data . J. Geophys. Res . 2011 ; 116 : D21304 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Yumimotoa K , Uno I . Adjoint inverse modeling of CO emissions over Eastern Asia using four-dimensional variational data assimilation . Atmos. Chem. Phys . 2006 ; 40 : 6836 – 6845 . 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article
Zhang , Y , Bocquet , M , Mallet , V , Seigneur , C and Baklanov , A . In press . Real-time air quality forecasting, part II: state of the science, current research needs, and future prospects . J. Geophys. Res . DOI: 10.3402/tellusb.v64i0.19047 .
Open DOI Search in Google Scholar Back to article

Authors

Metrics

Articles in this issue

DOI: https://doi.org/10.3402/tellusb.v64i0.19047 | Journal eISSN: 1600-0889

Journal RSS Feed

Language: English

Page range: 19047 - 19047

Submitted on: Dec 16, 2011

Accepted on: Jun 4, 2012

Published on: Jan 1, 2012

Published by: Stockholm University Press

In partnership with: Paradigm Publishing Services

Keywords:

inverse modelling,

representativeness errors,

carbon monoxide,

4D-Var

© 2012 Mohammad Reza Koohkan, Marc Bocquet, published by Stockholm University Press
This work is licensed under the Creative Commons Attribution 4.0 License.

Volume 64 (2012): Issue 1