03315nam 22006975 450 991100735710332120250603131217.0981-9657-77-610.1007/978-981-96-5777-3(CKB)39160596400041(MiAaPQ)EBC32145061(Au-PeEL)EBL32145061(DE-He213)978-981-96-5777-3(OCoLC)1522470441(EXLCZ)993916059640004120250603d2025 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierData Science in Air Quality Monitoring /by Hui Liu, Yanfei Li, Zhu Duan1st ed. 2025.Singapore :Springer Nature Singapore :Imprint: Springer,2025.1 online resource (258 pages)Engineering Applications of Computational Methods,2662-3374 ;23981-9657-76-8 Chapter 1 Introduction -- Chapter 2 Data preprocessing in air quality monitoring -- Chapter 3 Data decomposition in air quality monitoring -- Chapter 4 Data identification in air quality monitoring -- Chapter 5 Data preprocessing in air quality monitoring -- Chapter 6 Data forecasting in air quality monitoring -- Chapter 7 Data interpolation in air quality monitoring.This book presents a series of state-of-the-art methods for air quality monitoring in various engineering environment by using data science. In the book, the data-driven key techniques of the preprocessing, decomposition, identification, clustering, forecasting and interpolation of the air quality monitoring are explained in details with lots of experimental simulation. The book can provide important reference for the development of data science technologies in engineering air quality monitoring. The book can be used for students, engineers, scientists and managers in the fields of environmental engineering, atmospheric science, urban climate, civil engineering, traffic and vehicle engineering, etc.Engineering Applications of Computational Methods,2662-3374 ;23Environmental sciencesMathematicsEnvironmental monitoringArtificial intelligenceData processingEngineeringData processingPollutionMathematical Applications in Environmental ScienceEnvironmental MonitoringData ScienceData EngineeringPollutionEnvironmental sciencesMathematics.Environmental monitoring.Artificial intelligenceData processing.EngineeringData processing.Pollution.Mathematical Applications in Environmental Science.Environmental Monitoring.Data Science.Data Engineering.Pollution.333.7Liu Hui274539Li Yanfei1827456Duan Zhu1827457MiAaPQMiAaPQMiAaPQBOOK9911007357103321Data Science in Air Quality Monitoring4395629UNINA