HETEAC - the Hybrid End-To-End Aerosol Classification model for EarthCARE

The Hybrid End-To-End Aerosol Classification (HETEAC) model for the Earth Clouds, Aerosols and Radiation Explorer (EarthCARE) mission is introduced. The model serves as the common baseline for the development, evaluation, and implementation of EarthCARE algorithms. It guarantees the consistency of different aerosol products from the multi-instrument platform and facilitates the conformity of broad-band optical properties needed for EarthCARE radiative-closure assessments. While the hybrid approach ensures that the theoretical description of aerosol microphysical properties is consistent with the optical properties of the measured aerosol types, the end-to-end model permits the uniform representation of aerosol types in terms of microphysical, optical, and radiative properties. Four basic aerosol components with prescribed microphysical properties are used to compose various natural and anthropogenic aerosols of the troposphere. The components contain weakly and strongly absorbing fine-mode and spherical and non-spherical coarse-mode particles and thus are representative for pollution, smoke, sea salt, and dust, respectively. Their microphysical properties are selected such that good coverage of the observational phase space of intensive, i.e., concentration-independent, optical aerosol properties derived from EarthCARE measurements is obtained. Mixing rules to calculate optical and radiative properties of any aerosol blend composed of the four basic components are provided. Applications of HETEAC in the generation of test scenes, the development of retrieval algorithms for stand-alone and synergistic aerosol products from EarthCARE's atmospheric lidar (ATLID) and multi-spectral imager (MSI), and for radiative-closure assessments are introduced. Finally, the implications of simplifying model assumptions and possible improvements are discussed, and conclusions for future validation and development work are drawn.

Automated summary

The Hybrid End-To-End Aerosol Classification (HETEAC) model is introduced for Earth Clouds, Aerosols and Radiation Explorer (EarthCARE) mission. It serves as a common baseline for algorithm development, evaluation, and implementation, ensuring consistency of aerosol products from multiple instruments and facilitating radiative-closure assessments. The model combines theoretical and end-to-end approaches to represent aerosol types in terms of microphysical, optical, and radiative properties. Four basic aerosol components are used, representing pollution, smoke, sea salt, and dust. Mixing rules are provided to calculate optical and radiative properties of any aerosol blend composed of these components. Applications in test scene generation, retrieval algorithm development, and radiative-closure assessments are discussed.