Bayesian aerosol retrieval algorithm for MODIS AOD retrieval over land

@inproceedings{Lipponen2018BayesianAR,
  title={Bayesian aerosol retrieval algorithm for MODIS AOD retrieval over land},
  author={Antti Lipponen and T. Mielonen and Mikko R. A. Pitk{\"a}nen and Robert C. Levy and Virginia Ruth Sawyer and Sami Romakkaniemi and Ville Kolehmainen and Antti Arola},
  year={2018}
}
We have developed a Bayesian aerosol retrieval (BAR) algorithm for the retrieval of aerosol optical depth (AOD) over land from the Moderate Resolution Imaging Spectroradiometer (MODIS). In the BAR algorithm, we simultaneously retrieve all dark land pixels in a granule, utilize spatial correlation models for the unknown aerosol parameters, use a statistical prior model for the surface reflectance, and take into account the uncertainties due to fixed aerosol models. The retrieved parameters are… CONTINUE READING

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