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商品詳細
Artificial Intelligence for Air Quality Monitoring and Prediction.
・ISBN 978-1-032-68379-9 hard GB£ 145.99
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| 著者・編者 | Awasthi, Amit / Charan Pattnayak, Kanhu / Dhiman, Gaurav / Raj Tiwari, Pushp (eds.), |
|---|---|
| シリーズ | (AI Applications in Earth Science) |
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2024 |
| ページ数 | 301 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A03-1549＞ |
解説
This book is a comprehensive overview of advancements in artificial intelligence (AI) and how it can be applied in the field of air quality management. It explains the linkage between conventional approaches used in air quality monitoring and AI techniques such as data collection and preprocessing, deep learning, machine vision, natural language processing, and ensemble methods. The integration of climate models and AI enables readers to understand the relationship between air quality and climate change. Different case studies demonstrate the application of various air monitoring and prediction methodologies and their effectiveness in addressing real-world air quality challenges.
Features
- A thorough coverage of air quality monitoring and prediction techniques.
- In-depth evaluation of cutting-edge AI techniques such as machine learning and deep learning.
- Diverse global perspectives and approaches in air quality monitoring and prediction.
- Practical insights and real-world case studies from different monitoring and prediction techniques.
- Future directions and emerging trends in AI-driven air quality monitoring.
This is a great resource for professionals, researchers, and students interested in air quality management and control in the fields of environmental science and engineering, atmospheric science and meteorology, data science, and AI.