Hybrid AI Reaches 98% Accuracy Forecasting Air Quality in Data-Poor Istanbul District
Researchers built a two-stage hybrid machine learning framework combining K-Means clustering and XGBoost that predicts Istanbul's Air Quality Index with ...
Tag: meteorology
Rethinking Wind Disasters: Why Emergency Managers Overlook Half the Story
A new review argues that disaster managers worldwide focus on visible wind hazards like hurricanes and wildfires while neglecting the ...
R-Based Analysis Reveals Winter Air Pollution Crisis in Indian City
A year of continuous monitoring data from Nagpur analyzed with R's Openair package and principal component analysis reveals severe winter ...
Neural Maps Give Forecasters a Threshold-Free Way to Pin Down the Monsoon’s Start
A new self-organizing map framework defines South Asian monsoon onset and withdrawal without arbitrary thresholds, revealing that the atmosphere shifts ...
Simple Statistical Fix Sharpens Wind Forecasts at German Weather Stations
A transparent statistical framework shows that persistent site effects and local meteorological mismatch, not elaborate regime modeling, account for most ...
Bangladesh’s Air Is Slowly Improving, but Winter Smog Still Poses Serious Cancer Risks
An eight-year analysis of monitoring data across Bangladesh shows particulate pollution declining modestly since 2018, yet winter smog and lifetime ...
Sea Breezes Secretly Sabotage Clean-Air Gains in Coastal Megacities
New research from coastal Tianjin reveals that sea and land breezes dramatically reshape how PM2.5 and ozone respond to emission ...
Haze Trapped Fossil CO2 During Xi’an Lockdown, Isotope Study Reveals
A new isotope study of Xi'an's coronavirus lockdown shows haze episodes raised fossil carbon dioxide concentrations by 159 percent over ...
Dust From Unpaved Roads Drives Dangerous Particle Pollution in Nigerian City
A three-day field campaign in Abeokuta, Nigeria, shows that unpaved road surfaces and mechanical dust resuspension push roadside PM2.5 and ...
AI Learns From History to Predict Ozone Pollution Across Chinese Cities
Researchers in China have developed OzoneKBNet, a retrieval-augmented AI framework that mines historical pollution episodes to deliver more accurate 48-hour ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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