Predicting real-time within-vehicle air pollution exposure with mass-balance and machine learning approaches using on-road and air quality data

Earth & Environmental Sciences

• pollution exposure 100%
• machine learning 74%
• mass balance 65%
• air quality 62%
• atmospheric pollution 58%
• vehicle 58%
• road 53%
• exposure 17%
• ventilation 9%
• prediction 7%
• environmental research 6%
• ambient air quality 5%
• nitrogen dioxide 5%
• health impact 5%
• monitoring station 5%
• pollutant concentration 5%
• nitrogen oxides 5%
• impact assessment 5%
• particle 4%
• chemical process 4%
• air pollutant 4%
• train 4%
• physical process 4%
• public health 4%
• particulate matter 4%
• infrastructure 3%
• aerosol 3%
• cost 2%
• index 2%
• modeling 2%