Articles | Volume 15, issue 14
https://doi.org/10.5194/acp-15-8315-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/acp-15-8315-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
A tropospheric chemistry reanalysis for the years 2005–2012 based on an assimilation of OMI, MLS, TES, and MOPITT satellite data
Japan Agency for Marine-Earth Science and Technology, Yokohama 236-0001, Japan
H. J. Eskes
Royal Netherlands Meteorological Institute (KNMI), Wilhelminalaan 10, 3732 GK, De Bilt, the Netherlands
Graduate School of Environmental Studies, Nagoya University, Nagoya, Japan
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59 citations as recorded by crossref.
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- Deep Learning to Evaluate US NOx Emissions Using Surface Ozone Predictions T. He et al.
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- A 15-year record of CO emissions constrained by MOPITT CO observations Z. Jiang et al.
- Trends in global tropospheric hydroxyl radical and methane lifetime since 1850 from AerChemMIP D. Stevenson et al.
- Correcting model biases of CO in East Asia: impact on oxidant distributions during KORUS-AQ B. Gaubert et al.
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- The CAMS interim Reanalysis of Carbon Monoxide, Ozone and Aerosol for 2003–2015 J. Flemming et al.
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59 citations as recorded by crossref.
- An intercomparison of tropospheric ozone reanalysis products from CAMS, CAMS interim, TCR-1, and TCR-2 V. Huijnen et al.
- Inverse estimation of NOx emissions over China and India 2005–2016: contrasting recent trends and future perspectives S. Itahashi et al.
- Tropospheric ozone data assimilation in the NASA GEOS Composition Forecast modeling system (GEOS-CF v2.0) using satellite data for ozone vertical profiles (MLS), total ozone columns (OMI), and thermal infrared radiances (AIRS, IASI) M. Kelp et al.
- Constrained Estimates of Anthropogenic NOx Emissions in China (2014–2021) from Surface Observations Y. Shen et al.
- Transboundary ozone pollution across East Asia: daily evolution and photochemical production analysed by IASI + GOME2 multispectral satellite observations and models J. Cuesta et al.
- Evaluation of a multi-model, multi-constituent assimilation framework for tropospheric chemical reanalysis K. Miyazaki et al.
- Widespread missing super-emitters of nitrogen oxides across China inferred from year-round satellite observations Y. Pan et al.
- Validating tropospheric NO2 column density from GEMS version 3.0 and Tropospheric Chemistry Reanalysis version 2 from background to urban conditions over Japan: with a focus on diurnal variations P. Ha et al.
- Chemical Feedback From Decreasing Carbon Monoxide Emissions B. Gaubert et al.
- Characterizing Regional-Scale Combustion Using Satellite Retrievals of CO, NO2 and CO2 S. Silva & A. Arellano
- Reanalysis of and attribution to near-surface ozone concentrations in Sweden during 1990–2013 C. Andersson et al.
- Deep Learning to Evaluate US NOx Emissions Using Surface Ozone Predictions T. He et al.
- CHEEREIO 1.0: a versatile and user-friendly ensemble-based chemical data assimilation and emissions inversion platform for the GEOS-Chem chemical transport model D. Pendergrass et al.
- A 15-year record of CO emissions constrained by MOPITT CO observations Z. Jiang et al.
- Trends in global tropospheric hydroxyl radical and methane lifetime since 1850 from AerChemMIP D. Stevenson et al.
- Correcting model biases of CO in East Asia: impact on oxidant distributions during KORUS-AQ B. Gaubert et al.
- Vertical Profile of Ozone Derived from Combined MLS and TES Satellite Observations J. Liu et al.
- Toward a chemical reanalysis in a coupled chemistry‐climate model: An evaluation of MOPITT CO assimilation and its impact on tropospheric composition B. Gaubert et al.
- Improving Estimates of Sulfur, Nitrogen, and Ozone Total Deposition through Multi-Model and Measurement-Model Fusion Approaches J. Fu et al.
- Accelerating volcanic ash data assimilation using a mask-state algorithm based on an ensemble Kalman filter: a case study with the LOTOS-EUROS model (version 1.10) G. Fu et al.
- CO Fluxes in Western Europe during 2017–2020 Winter Seasons Inverted by WRF-Chem/Data Assimilation Research Testbed with MOPITT Observations Y. Huang et al.
- Balance of Emission and Dynamical Controls on Ozone During the Korea‐United States Air Quality Campaign From Multiconstituent Satellite Data Assimilation K. Miyazaki et al.
- On the feasibility of monitoring carbon monoxide in the lower troposphere from a constellation of northern hemisphere geostationary satellites: Global scale assimilation experiments (Part II) J. Barré et al.
- Evaluation of ACCMIP ozone simulations and ozonesonde sampling biases using a satellite-based multi-constituent chemical reanalysis K. Miyazaki & K. Bowman
- The CAMS reanalysis of atmospheric composition A. Inness et al.
- A 6-year-long (2013–2018) high-resolution air quality reanalysis dataset in China based on the assimilation of surface observations from CNEMC L. Kong et al.
- Investigating dominant characteristics of fires across the Amazon during 2005–2014 through satellite data synthesis of combustion signatures W. Tang & A. Arellano
- Attribution of Chemistry-Climate Model Initiative (CCMI) ozone radiative flux bias from satellites L. Kuai et al.
- The Environment and Climate Change Canada Carbon Assimilation System (EC-CAS v1.0): demonstration with simulated CO observations V. Khade et al.
- Impacts of anthropogenic and natural sources on free tropospheric ozone over the Middle East Z. Jiang et al.
- Cause of a Lower‐Tropospheric High‐Ozone Layer in Spring Over Hanoi S. Ogino et al.
- The Global Methane Budget 2000–2017 M. Saunois et al.
- Global tropospheric ozone responses to reduced NO x emissions linked to the COVID-19 worldwide lockdowns K. Miyazaki et al.
- Technical note: Reanalysis of Aura MLS chemical observations Q. Errera et al.
- Ozone and carbon monoxide observations over open oceans on R/V Mirai from 67° S to 75° N during 2012 to 2017: testing global chemical reanalysis in terms of Arctic processes, low ozone levels at low latitudes, and pollution transport Y. Kanaya et al.
- Updated tropospheric chemistry reanalysis and emission estimates, TCR-2, for 2005–2018 K. Miyazaki et al.
- Impacts of Horizontal Resolution on Global Data Assimilation of Satellite Measurements for Tropospheric Chemistry Analysis T. Sekiya et al.
- Improving ozone simulations in Asia via multisource data assimilation: results from an observing system simulation experiment with GEMS geostationary satellite observations L. Shu et al.
- A seasonal OH minimum region over the Indian Ocean? J. Kuttippurath et al.
- Natural and anthropogenic influence on tropospheric ozone variability over the Tropical Atlantic unveiled by satellite, reanalyses and in situ observations S. Okamoto et al.
- Global budget of atmospheric 129I during 2007–2010 estimated by a chemical transport model: GEARN–FDM M. Kadowaki et al.
- CO anthropogenic emissions in Europe from 2011 to 2021: insights from Measurement of Pollution in the Troposphere (MOPITT) satellite data A. Fortems-Cheiney et al.
- A new methodology for inferring surface ozone from multispectral satellite measurements N. Colombi et al.
- Retrievals of tropospheric ozone profiles from the synergism of AIRS and OMI: methodology and validation D. Fu et al.
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- Decadal changes in global surface NOx emissions from multi-constituent satellite data assimilation K. Miyazaki et al.
- The CAMS interim Reanalysis of Carbon Monoxide, Ozone and Aerosol for 2003–2015 J. Flemming et al.
- Impact of Infrared Atmospheric Sounding Interferometer (IASI) thermal infrared measurements on global ozone reanalyses E. Emili & M. El Aabaribaoune
- Identifying drivers of surface ozone bias in global chemical reanalysis with explainable machine learning K. Miyazaki et al.
Saved (final revised paper)
Latest update: 14 May 2026
Short summary
This paper reports on an 8-year reanalysis of tropospheric chemistry based on an assimilation of multiple satellite-derived data sets. The reanalysis performed well on regional and global scales and for seasonal and interannual variations. The simultaneous assimilation of multiple-species data, involving the optimisation of both concentration and emission fields, provides unique information on year-to-year variations in the atmospheric environment.
This paper reports on an 8-year reanalysis of tropospheric chemistry based on an assimilation of...
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