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Why Idealized Models Are More Important Than Ever in Earth System Science
by
Medeiros, Brian
, Wing, Allison A.
, Reed, Kevin A.
, Simpson, Isla R.
, Voigt, Aiko
, Jablonowski, Christiane
in
Earth
/ ESMs
/ GCMs
/ GCRMs
/ idealized models
/ machine learning
2025
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Do you wish to request the book?
Why Idealized Models Are More Important Than Ever in Earth System Science
by
Medeiros, Brian
, Wing, Allison A.
, Reed, Kevin A.
, Simpson, Isla R.
, Voigt, Aiko
, Jablonowski, Christiane
in
Earth
/ ESMs
/ GCMs
/ GCRMs
/ idealized models
/ machine learning
2025
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Why Idealized Models Are More Important Than Ever in Earth System Science
Journal Article
Why Idealized Models Are More Important Than Ever in Earth System Science
2025
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Overview
Simulating the Earth system is crucial for studying Earth's climate and how it changes. Modeling approaches that simplify the Earth system while retaining key characteristics are important tools to advance understanding. The simplicity and flexibility of idealized models enables imaginative science and makes them powerful educational tools. Evolving scientific community needs and increasing model complexity, however, makes it challenging to maintain and support idealized configurations in cutting‐edge Earth system modeling frameworks. We call on the scientific community to re‐emphasize model hierarchies within these frameworks to aid in understanding the Earth system, advancing model development, and developing the future workforce. Key Points Idealized models enable imaginative science that push researchers to think in new and creative ways making them useful educational tools Reduced complexity configurations remain important tools for model development in Earth system science We call on the scientific community to re‐emphasize model hierarchies to aid in the continued understanding of the Earth system
Publisher
John Wiley & Sons, Inc,Wiley
Subject
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