An aerosol activation metamodel of v1.2.0 of the pyrcel cloud parcel model: development and offline assessment for use in an aerosol–climate model

We describe an emulator of a detailed cloud parcel model which has been trained to assess droplet nucleation from a complex, multimodal aerosol size distribution simulated by a global aerosol-climate model. The emulator is constructed using a sensitivity analysis approach (polynomial chaos expansion...

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Bibliographic Details
Main Authors: Rothenberg, Daniel Alexander, Wang, Chien
Other Authors: Massachusetts Institute of Technology. Department of Earth, Atmospheric, and Planetary Sciences
Format: Article
Published: Copernicus GmbH 2018
Online Access:http://hdl.handle.net/1721.1/113898
https://orcid.org/0000-0002-8270-4831
https://orcid.org/0000-0002-3979-4747