Browsing NTNU Open by Author "Machida, Yuki"
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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 ... -
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 ...