3 papers
physics.ao-ph2026
Observational Evidence Revises Presumed Large Ozone Worsening from Nitrogen Oxides Cuts
Xiang Weng, Xiao Lu, Jiawei Li +8
Many air quality models indicate that rapid reductions in nitrogen oxides (NOx), without comparable controls on volatile organic compounds, have worsened summertime ozone pollution…
cs.LG2025
mloz: A Highly Efficient Machine Learning-Based Ozone Parameterization for Climate Sensitivity Simulations
Yiling Ma, Nathan Luke Abraham, Stefan Versick +6
Atmospheric ozone is a crucial absorber of solar radiation and an important greenhouse gas. However, most climate models participating in the Coupled Model Intercomparison Project…
stat.ME2017
Detecting causal associations in large nonlinear time series datasets
Jakob Runge, Peer Nowack, Marlene Kretschmer +2
Identifying causal relationships from observational time series data is a key problem in disciplines such as climate science or neuroscience, where experiments are often not possib…