Articles | Volume 20, issue 4
https://doi.org/10.5194/acp-20-2031-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-20-2031-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Merging regional and global aerosol optical depth records from major available satellite products
Larisa Sogacheva
CORRESPONDING AUTHOR
Finnish Meteorological Institute, Climate Research Programme,
Helsinki, Finland
Thomas Popp
German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, Germany
Andrew M. Sayer
Goddard Earth Sciences Technology And Research (GESTAR), Universities
Space Research Association, Columbia, MD, USA
NASA Goddard Space Flight Center, Greenbelt, MD, USA
Oleg Dubovik
Laboratoire d'Optique Atmosphérique, CNRS–Université
Lille, France
Michael J. Garay
Jet Propulsion Laboratory, California Institute of Technology,
Pasadena, CA, USA
Andreas Heckel
Department of Geography, Swansea University, Swansea, UK
N. Christina Hsu
Climate and Radiation Laboratory, Earth Science Division, NASA
Goddard Space Flight Center, Greenbelt, MD 20771, USA
Hiren Jethva
Goddard Earth Sciences Technology And Research (GESTAR), Universities
Space Research Association, Columbia, MD, USA
NASA Goddard Space Flight Center, Greenbelt, MD, USA
Ralph A. Kahn
Climate and Radiation Laboratory, Earth Science Division, NASA
Goddard Space Flight Center, Greenbelt, MD 20771, USA
Pekka Kolmonen
Finnish Meteorological Institute, Climate Research Programme,
Helsinki, Finland
Miriam Kosmale
German Aerospace Center (DLR), German Remote Sensing Data Center (DFD), Oberpfaffenhofen, Germany
Gerrit de Leeuw
Finnish Meteorological Institute, Climate Research Programme,
Helsinki, Finland
Robert C. Levy
Climate and Radiation Laboratory, Earth Science Division, NASA
Goddard Space Flight Center, Greenbelt, MD 20771, USA
Pavel Litvinov
Generalized Retrieval of Atmosphere and Surface Properties SAS,
Lille, France
Alexei Lyapustin
Climate and Radiation Laboratory, Earth Science Division, NASA
Goddard Space Flight Center, Greenbelt, MD 20771, USA
Peter North
Department of Geography, Swansea University, Swansea, UK
Omar Torres
Atmospheric Chemistry and Dynamics Laboratory, Earth Science
Division, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
Antti Arola
Finnish Meteorological Institute, Climate Research Programme,
Helsinki, Finland
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- Global synthesis of two decades of research on improving PM2.5 estimation models from remote sensing and data science perspectives K. Bai et al. 10.1016/j.earscirev.2023.104461
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- An AeroCom–AeroSat study: intercomparison of satellite AOD datasets for aerosol model evaluation N. Schutgens et al. 10.5194/acp-20-12431-2020
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- Reducing Aerosol Forcing Uncertainty by Combining Models With Satellite and Within‐The‐Atmosphere Observations: A Three‐Way Street R. Kahn et al. 10.1029/2022RG000796
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- Retrieval of hourly aerosol single scattering albedo over land using geostationary satellite data X. Jiang et al. 10.1038/s41612-024-00690-6
- Global evaluation of Fengyun-3 MERSI dark target aerosol retrievals over land L. Yang et al. 10.1080/17538947.2024.2344580
- Interdecadal Changes in Aerosol Optical Depth over Pakistan Based on the MERRA-2 Reanalysis Data during 1980–2018 R. Khan et al. 10.3390/rs13040822
- Long-term AOD trend assessment over the Eastern Mediterranean region: A comparative study including a new merged aerosol product A. Shaheen et al. 10.1016/j.atmosenv.2020.117736
- Improving the Representation of Whitecap Fraction and Sea Salt Aerosol Emissions in the ECMWF IFS-AER S. Rémy & M. Anguelova 10.3390/rs13234856
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- SEVIRI Aerosol Optical Depth Validation Using AERONET and Intercomparison with MODIS in Central and Eastern Europe N. Ajtai et al. 10.3390/rs13050844
- Multidecadal trend analysis of in situ aerosol radiative properties around the world M. Collaud Coen et al. 10.5194/acp-20-8867-2020
- OpenIFS/AC: atmospheric chemistry and aerosol in OpenIFS 43r3 V. Huijnen et al. 10.5194/gmd-15-6221-2022
- Investigating the Spread of Coronavirus Disease via Edge-AI and Air Pollution Correlation V. Gomathy et al. 10.1145/3424222
- Evaluation of MODIS, MISR, and VIIRS daily level-3 aerosol optical depth products over land Q. Chen et al. 10.1016/j.atmosres.2021.105810
- Fusion of Multisource Satellite AOD Products via Bayesian Maximum Entropy With Explicit A Priori Knowledge H. Zhu et al. 10.1109/TGRS.2023.3285943
- Increasing aerosol optical depth spatial and temporal availability by merging datasets from geostationary and sun-synchronous satellites P. Gupta et al. 10.5194/amt-17-5455-2024
- Description and evaluation of the tropospheric aerosol scheme in the Integrated Forecasting System (IFS-AER, cycle 47R1) of ECMWF S. Rémy et al. 10.5194/gmd-15-4881-2022
- Validation, inter-comparison, and usage recommendation of six latest VIIRS and MODIS aerosol products over the ocean and land on the global and regional scales X. Su et al. 10.1016/j.scitotenv.2023.163794
- Comparison of dust optical depth from multi-sensor products and MONARCH (Multiscale Online Non-hydrostatic AtmospheRe CHemistry) dust reanalysis over North Africa, the Middle East, and Europe M. Mytilinaios et al. 10.5194/acp-23-5487-2023
- Direct and semi-direct radiative forcing of biomass-burning aerosols over the southeast Atlantic (SEA) and its sensitivity to absorbing properties: a regional climate modeling study M. Mallet et al. 10.5194/acp-20-13191-2020
- Evaluation and comparison of CMIP6 models and MERRA-2 reanalysis AOD against Satellite observations from 2000 to 2014 over China M. Ali et al. 10.1016/j.gsf.2021.101325
- Gap-filling MODIS daily aerosol optical depth products by developing a spatiotemporal fitting algorithm T. Zhang et al. 10.1080/15481603.2022.2060596
- Modeling radiative and climatic effects of brown carbon aerosols with the ARPEGE-Climat global climate model T. Drugé et al. 10.5194/acp-22-12167-2022
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- Reconstructing aerosol optical depth using spatiotemporal Long Short-Term Memory convolutional autoencoder L. Liang et al. 10.1038/s41597-023-02696-w
- High-Resolution Gridded Level 3 Aerosol Optical Depth Data from MODIS P. Gupta et al. 10.3390/rs12172847
- The Representation of Sea Salt Aerosols and Their Role in Polar Climate Within CMIP6 R. Lapere et al. 10.1029/2022JD038235
- An improved representation of aerosol in the ECMWF IFS-COMPO 49R1 through the integration of EQSAM4Climv12 – a first attempt at simulating aerosol acidity S. Rémy et al. 10.5194/gmd-17-7539-2024
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Latest update: 14 Dec 2024
Short summary
The typical lifetime of a single satellite platform is on the order of 5–15 years; thus, for climate studies the usage of multiple satellite sensors should be considered.
Here we introduce and evaluate a monthly AOD merged product and AOD global and regional time series for the period 1995–2017 created from 12 individual satellite AOD products, which provide a long-term perspective on AOD changes over different regions of the globe.
The typical lifetime of a single satellite platform is on the order of 5–15 years; thus, for...
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