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

Americans Told to Avoid Driving in Two States

Newsweek | 11 June 2025 | Air quality alerts were issued Tuesday for regions in Arizona and Ohio due to elevated levels of ozone and fine particulate matter, posing health risks to sensitive populations. Officials advised residents to limit outdoor activity and reduce...

Ultrahuman’s Absurdly Expensive Home Monitor Doesn’t Do Much

The Verge | 10 June 2025 | Ultrahuman has launched the $549 Home device, which monitors air quality, temperature, noise, light, and humidity in a user's home to help optimize the environment for health, especially when paired with an Ultrahuman Ring, though it lacks...

Could GPs Use Local Air Quality Data To Help With Diagnosis?

Envirotech Online | 10 June 2025 | The UK's NHS is starting to integrate real-time, hyperlocal air quality data into clinical practice to help GPs make more informed decisions, prevent acute episodes in vulnerable patients, and improve public health outcomes related...

Sharjah Municipality Launches Mobile Station To Monitor Air Quality

Gulf Today | 9 June 2025 | Sharjah City Municipality has deployed a mobile air quality monitoring station to assess outdoor pollution levels across residential, commercial, and industrial zones. Equipped with high-resolution sensors for gases and particulates, the...

BMC To Procure 5 Handheld Air Quality Monitoring Devices

The Indian Express | 9 June 2025 | The Brihanmumbai Municipal Corporation (BMC) is launching a pilot project to enhance air quality monitoring around construction sites by procuring five handheld ambient air monitoring devices at ₹5 lakh each. These portable tools...

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