the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Downward transport of tropical upper-tropospheric aerosols: multi-year insights from idealized simulations
Lianet Hernández Pardo
Joachim Curtius
Patrick Jöckel
J. Moritz Menken
Christopher Pöhlker
Mira Pöhlker
Anna Possner
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Our research explored changes in ozone levels in the northwest Pacific region over 30 years, revealing a significant increase in the middle-to-upper troposphere, especially during spring and summer. This rise is influenced by both stratospheric and tropospheric sources, which affect climate and air quality in East Asia. This work underscores the need for continued study to understand underlying mechanisms.
Through the use of our machine-learning-based optical model, realistic BC morphologies can be incorporated into atmospheric science applications that require highly accurate results with minimal computational resources. The results of the study demonstrate that the predictions of single-scattering albedo (ω) and mass absorption cross-section (MAC) were improved over the conventional Mie-based predictions when using the machine learning method.