Atmospheric chemistry · AI and machine learning
New weather and climate research on atmospheric chemistry with AI and machine learning as the main approach, one page per paper.
2 papers Every summary checked against its paper
All summaries
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Atmospheric chemistryEmissions drove China's ozone rise to 2017; weather and warming now dominate
A random forest method that holds emissions fixed finds that emissions drove China's summer ozone up and then down, while heatwaves, rain and long-term warming now shape recent changes.
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Atmospheric chemistryMachine learning is advancing ozone forecasting, chemistry emulation and satellite estimates
Machine learning has made real progress on short-term ozone forecasts, fast chemistry emulators and satellite-based ozone estimates, but it still needs shared benchmarks, better long-run stability and more explainable models.