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Air Quality Monitoring and Advanced Bayesian Modeling Li, Yongjie (Associate Professor, Department of Civil and Environmental Engineering, University of Macau, Avenida da Universidade, Taipa, Macau)
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Air Quality Monitoring and Advanced Bayesian Modeling
Li, Yongjie (Associate Professor, Department of Civil and Environmental Engineering, University of Macau, Avenida da Universidade, Taipa, Macau)
Air Quality Monitoring and Advanced Bayesian Modelling introduces recent developments in urban air quality monitoring and forecasting. The book presents concepts, theories, and case studies related to (i) monitoring methods of criteria air pollutants, (ii) advanced methods for real-time characterization of chemical composition of PM and VOCs, and (iii) emerging strategies for air quality monitoring. It illustrates concepts and theories through case studies about the development of common statistical air quality forecasting models. Meanwhile, readers will also learn advanced topics such as the Bayesian model class selection, adaptive forecasting model development with Kalman filter, and the Bayesian model averaging of multiple adaptive forecasting models.
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330 pages
| Media | Books Paperback Book (Book with soft cover and glued back) |
| Released | January 17, 2023 |
| ISBN13 | 9780323902663 |
| Publishers | Elsevier - Health Sciences Division |
| Pages | 322 |
| Dimensions | 192 × 232 × 19 mm · 668 g |
| Language | English |
