Air Quality Monitoring and Advanced Bayesian Modeling
Book Details
Format
Paperback / Softback
ISBN-10
0323902669
ISBN-13
9780323902663
Publisher
Elsevier - Health Sciences Division
Imprint
Elsevier - Health Sciences Division
Country of Manufacture
NL
Country of Publication
GB
Publication Date
Jan 17th, 2023
Print length
322 Pages
Weight
668 grams
Dimensions
23.20 x 19.20 x 1.90 cms
Product Classification:
Atmospheric physics
Ksh 20,700.00
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Air Quality Monitoring and Advanced Bayesian Modeling introduces recent developments in urban air quality monitoring and forecasting. The book presents concepts, theories, and case studies related to monitoring methods of criteria air pollutants, advanced methods for real-time characterization of chemical composition of PM and VOCs, and emerging strategies for air quality monitoring. The book illustrates concepts and theories through case studies about the development of common statistical air quality forecasting models. 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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