Using Machine Learning to Make Computationally Inexpensive Projections of 21st Century Stratospheric Column Ozone Changes in the Tropics

Using Machine Learning to Make Computationally Inexpensive Projections of 21st Century Stratospheric Column Ozone Changes in the Tropics

Stratospheric ozone projections in the tropics, modeled using the UKESM1 Earth system model, are explored under different Shared Socioeconomic Pathways (SSPs). Consistent with other studies, it is found that tropical stratospheric column ozone does not return to 1980s values by the end of the 21st c...

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Bibliographic Details
Main Authors: James Keeble, Yu Yeung Scott Yiu, Alexander T. Archibald, Fiona O’Connor, Alistair Sellar, Jeremy Walton, John A. Pyle
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Earth Science
Subjects:
machine learning
earth system model
stratospheric ozone
future ozone projections
UKESM1
CMIP6
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2020.592667/full

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