Browsing NTNU Open by Author "Duarte, Fábio"
Now showing items 1-7 of 7
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Air Quality Monitoring in Coal-Centric Cities: A Hybrid Approach
Mora, Simone; deSouza, Priyanka N.; Duarte, Fábio; Wang, An; Paul, Sanjana; Berrones, Antonio; Ratti, Carlo (Journal article, 2023)Despite the increasing time sensitivity of climate change, many cities worldwide still heavily rely on coal. The extraction, processing, transport, and usage of coal lead to deteriorated air quality, resulting in complex ... -
Enhancing Air Quality Monitoring in Mexico City: A Hybrid Sensor-Machine Learning System
Chávez Galván, Camilo Israel; Zagal, Roberto; Mata, Miguel Felix; Duarte, Fábio; Mora, Simone; Arguelles, Amedeo; Mazzarello, Martina (Journal article; Peer reviewed, 2023)We present and approach for monitoring and built a dataset of regional historical air quality data in Mexico City. We design a hybrid air quality network prototype that combines mobile and stationary sensors to collect ... -
Evaluating the Meteorological Effects on the Urban Form–Air Quality Relationship Using Mobile Monitoring
Tian, Ye; deSouza, Priyanka; Mora, Simone; Yao, Xiaobai; Duarte, Fábio; Norford, Leslie; Lin, Hui; Ratti, Carlo (Peer reviewed; Journal article, 2022)Predictive models based on mobile measurements have been increasingly used to understand the spatiotemporal variations of intraurban air quality. However, the effects of meteorological factors, which significantly affect ... -
Hyperlocal environmental data with a mobile platform in urban environments
Wang, An; Mora, Simone; Machida, Yuki; deSouza, Priyanka; Paul, Sanjana; Oyinlola, Oluwatobi; Duarte, Fábio; Ratti, Carlo (Peer reviewed; Journal article, 2023)Environmental data with a high spatio-temporal resolution is vital in informing actions toward tackling urban sustainability challenges. Yet, access to hyperlocal environmental data sources is limited due to the lack of ... -
Improving NO2 prediction by integrating tree diversity, urban form, and scale sensitivity through mobile monitoring
Tian, Ye; Wang, An; Mora, Simone; deSouza, Priyanka; Yao, Xiaobai; Duarte, Fábio; Lin, Hui; Ratti, Carlo (Journal article; Peer reviewed, 2023)Air pollution is a major threat to public health. However, two issues have not been adequately addressed in most conventional Land Use Regression models for air pollution prediction: 1). A combination of urban forest ... -
Key Themes, Trends, and Drivers of Mobile Ambient Air Quality Monitoring: A Systematic Review and Meta-Analysis
Wang, An; Paul, Sanjana; deSouza, Priyanka; Machida, Yuki; Mora, Simone; Duarte, Fábio; Ratti, Carlo (Journal article; Peer reviewed, 2023)Mobile ambient air quality monitoring is rapidly changing the current paradigm of air quality monitoring and growing as an important tool to address air quality and climate data gaps across the globe. This review seeks to ... -
Leveraging machine learning algorithms to advance low-cost air sensor calibration in stationary and mobile settings
Wang, An; Machida, Yuki; deSouza, Priyanka; Mora, Simone; Duhl, Tiffany; Hudda, Neelakshi; Durant, John L.; Duarte, Fábio; Ratti, Carlo (Peer reviewed; Journal article, 2023)Low-cost air sensing is changing the paradigm of ambient air quality management research and practices. However, consensus on a structured low-cost sensor calibration and performance evaluation framework is lacking. Our ...