The first application of a numerically exact, higher-order sensitivity analysis approach for atmospheric modelling: implementation of the hyperdual-step method in the Community Multiscale Air Quality Model (CMAQ) version 5.3.2

<p>Sensitivity analysis in chemical transport models quantifies the response of output variables to changes in input parameters. This information is valuable for researchers engaged in data assimilation and model development. Additionally, environmental decision-makers depend upon these expect...

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Bibliographic Details
Main Authors: J. Liu, E. Chen, S. L. Capps
Format: Article
Language:English
Published: Copernicus Publications 2024-01-01
Series:Geoscientific Model Development
Online Access:https://gmd.copernicus.org/articles/17/567/2024/gmd-17-567-2024.pdf