the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Impacts of climate change and emissions on atmospheric oxidized nitrogen deposition over East Asia
Junxi Zhang
L. Ruby Leung
Kun Luo
Jean-Francois Lamarque
Jianren Fan
Xiaohong Yao
Huiwang Gao
Tatsuya Nagashima
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Climate models are crucial for predicting climate change in detail. This paper proposes a balanced approach to improving their accuracy by combining traditional process-based methods with modern artificial intelligence (AI) techniques while maximizing the resolution to allow for ensemble simulations. The authors propose using AI to learn from both observational and simulated data while incorporating existing physical knowledge to reduce data demands and improve climate prediction reliability.
hiddensource of inter-model variability and may be leading to bias in some climate model results.
hottest20 % of parcels.
agetracers. The largest variability occurs near the surface close to the tropical convergence zones, but the peak is further south and there is a smaller tropical–extratropical contrast for tracers with more rapid loss. Hence the variability of trace gases in the southern extratropics will vary with their chemical lifetime.
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Our research explored changes in ozone levels in the northwest Pacific region over 30 years, revealing a significant increase in the middle-to-upper troposphere, especially during spring and summer. This rise is influenced by both stratospheric and tropospheric sources, which affect climate and air quality in East Asia. This work underscores the need for continued study to understand underlying mechanisms.