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Yang-won Lee

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Open access Sep 2026

Next-Day PM10 Prediction Maps for South Korea Using Machine Learning with Meteorological and Transboundary Air Quality Data

PM10 poses significant risks to public health, and reliable short-term prediction is essential for air quality management. In this study, we developed an observation-driven framework for generating nationwide next-day (D + 1) PM10 prediction maps over South Korea using machine learning. The framework integrates ground-...

Yemin Jeong, Jaejin Kim, Jinsoo Kim et al. · 0 citations

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