臭氧
环境科学
空气质量指数
大气科学
气候学
气候变化
气候模式
代表性浓度途径
臭氧层
空间分布
空气污染
气象学
地面臭氧
人类健康
化学输运模型
颠倒
CMAQ
分布(数学)
趋势分析
空间变异性
全球变暖
气候系统
臭氧消耗
对流层臭氧
作者
Yiqian Ni,Yang Yang,Hailong Wang,Pinya Wang,Ke Bai Li,Lei Chen,Jia Zhu,BaoJie Li,Hong Liao
标识
DOI:10.1021/acs.est.5c11992
摘要
in these regions. The decomposition analysis shows that anthropogenic emission changes dominate future ozone trends, while a strong climate penalty occurs in polluted eastern China and climate benefits are found in western China, the United States, and Europe under SSP5-8.5. These findings demonstrate the value of combining ML with chemistry-climate models to produce more accurate air quality projections, indicating more effective and region-specific environmental protection strategies.
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