Development And Interpretation Of PM2.5 Estimation Model For The Seoul Metropolitan Area Using Machine Learning And Explainable AI

by Air Quality News | Jul 28, 2025 | Headlines

ScienceDirect.com | 28 July 2025 | A deep neural network model accurately predicted PM2.5 levels in Seoul, with SHAP and Vanilla Gradient analysis revealing ammonium (NH₄⁺) and nitrate (NO₃⁻) as dominant contributors—especially during high pollution...

Rochester’s Efforts Continue To Enhance Air Quality Monitoring

by Air Quality News | Jul 28, 2025 | Headlines

Post Bulletin | 28 July 2025 | Rochester’s Air Quality Alliance has installed 19 monitors—with more coming—to better track local pollution, aiming to fill data gaps, inform public health, and support future policy as wildfire smoke and urban development raise air...

Is That Wildfire Smoke Plume Hazardous? New Satellite Tech Can Map Smoke Plumes In 3D For Better Air Quality Alerts At Neighborhood Scale

by Air Quality News | Jul 27, 2025 | Headlines

The Conversation | 27 July 2025 | A new satellite method using NASA’s TEMPO and NOAA’s GOES-R data now allows scientists to track wildfire smoke in 3D, helping distinguish high-altitude plumes from dangerous ground-level pollution—offering more precise air quality...

Unhealthy Air Quality From Canada Wildfires Impacts NJ, Philly Over The Weekend

by Air Quality News | Jul 27, 2025 | Headlines

NBC10 Philadelphia | 27 July 2025 | Wildfire smoke from Canada pushed air pollution in the Philadelphia region to Code Red levels on July 26, 2025, prompting health warnings and disruptions, though overnight rain helped improve conditions by Sunday morning.

A Novel Deep Learning Model For Air Quality Index Prediction Integrating Time Series Decomposition And Intelligent Optimization

by Air Quality News | Jul 26, 2025 | Headlines

ScienceDirect.com | 26 July 2025 | A new hybrid AQI forecasting framework—STL-TimesNet-iTransformer-CPO—uses STL decomposition, TimesNet for long/seasonal patterns, an improved Transformer for residuals, and CPO for auto hyperparameter tuning, consistently...

The “One Big Beautiful Bill Act” Is Signed Into Law By President Trump: Key Changes To Environmental Programs

by Air Quality News | Jul 26, 2025 | Headlines

Kirkland & Ellis LLP | 26 July 2025 | President Trump’s One Big Beautiful Bill Act significantly reshapes U.S. environmental policy by rescinding billions in unspent Inflation Reduction Act funds for air pollution, climate justice, and greenhouse gas reduction,...