Application of random forest regression to the calculation of gas-phase chemistry within the GEOS-Chem chemistry model v10

<p>Atmospheric chemistry models are a central tool to study the impact of chemical constituents on the environment, vegetation and human health. These models are numerically intense, and previous attempts to reduce the numerical cost of chemistry solvers have not delivered transformative chang...

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Bibliographic Details
Main Authors: C. A. Keller, M. J. Evans
Format: Article
Language:English
Published: Copernicus Publications 2019-03-01
Series:Geoscientific Model Development
Online Access:https://www.geosci-model-dev.net/12/1209/2019/gmd-12-1209-2019.pdf