Air Quality News

New Satellite Tech Can Map Wildfire Smoke Plumes In 3D For Air Quality Alerts At Neighborhood Scale

Phys.org | Canada’s 2025 wildfire season is once again sending hazardous smoke across North America, but a new satellite-based system using NASA’s TEMPO and NOAA’s GOES-R now enables 3D tracking of smoke plume height—helping scientists distinguish between high-altitude smoke and ground-level pollution to better assess health risks and improve air quality alerts.

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

ScienceDirect.com | 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 events—highlighting the role of secondary formation and demonstrating the value of dual explainable AI methods for model interpretation.

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

The Conversation | 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 forecasts as wildfire risks and health impacts rise across North America.

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

ScienceDirect.com | 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 outperforming state-of-the-art baselines in single- and multi-step predictions across extensive tests.

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

Kirkland & Ellis LLP | 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, while introducing a pay-to-expedite NEPA review system that accelerates project approvals but weakens oversight.

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New Satellite Tech Can Map Wildfire Smoke Plumes In 3D For Air Quality Alerts At Neighborhood Scale

Phys.org | Canada’s 2025 wildfire season is once again sending hazardous smoke across North America, but a new satellite-based system using NASA’s TEMPO and NOAA’s GOES-R now enables 3D tracking of smoke plume height—helping scientists distinguish between high-altitude smoke and ground-level pollution to better assess health risks and improve air quality alerts.

read more

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

ScienceDirect.com | 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 events—highlighting the role of secondary formation and demonstrating the value of dual explainable AI methods for model interpretation.

read more

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

The Conversation | 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 forecasts as wildfire risks and health impacts rise across North America.

read more

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

ScienceDirect.com | 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 outperforming state-of-the-art baselines in single- and multi-step predictions across extensive tests.

read more

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

Kirkland & Ellis LLP | 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, while introducing a pay-to-expedite NEPA review system that accelerates project approvals but weakens oversight.

read more

Air Quality Headlines

Bond Bill Add On For Air Quality Monitoring

WDEL.com | 26 June 2025 | Delaware leaders have proposed $250,000 in new funding for expanded air quality monitoring in the FY 2026 Bond Bill, following the cancellation of a federal EPA grant. The initiative, backed by Governor Matt Meyer, aims to address community...

Air Quality Tests Around xAI’s Memphis Data Center Raise Questions

TechCrunch | 26 June 2025 | Elon Musk’s xAI faces criticism in Memphis after third-party air quality tests near its gas-powered data center found no dangerous pollutant levels—but omitted ozone, a key concern. The Southern Environmental Law Center and NAACP argue the...

What Are The Limits Of Providing Information About Air Pollution?

World Bank Blogs | 26 June 2025 | New research from Delhi, Tbilisi, and Mexico City shows that providing better information about air pollution can influence behavior and raise awareness, but willingness to pay (WTP) for clean air or pollution alerts remains...

Vodafone Helps London Breathe With IoT-Driven Air Quality Network

The Fast Mode | 25 June 2025 | Vodafone will lead a new four-year phase of the Breathe London programme, expanding and coordinating a citywide network of 146 air quality sensors to provide Londoners with accurate, high-resolution pollution data. Partnering with...

City Releases Air Quality Test Results; xAI, Opponents Respond

FOX 13 Memphis | 25 June 2025 | Initial air quality tests in Memphis found no dangerous pollutant levels at key sites, but critics argue the results are misleading due to the omission of ozone monitoring—a major concern in the region. Environmental groups and local...

Is Airborne eDNA The Next Frontier In Environmental Monitoring?

Envirotech Online | 25 June 2025 | Airborne environmental DNA (eDNA) is emerging as a powerful new tool for tracking wildlife, pathogens, and genetic markers directly from the air, enabling non-invasive, high-resolution biodiversity and health monitoring. With...

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