Environmental Monitoring with AI and Iot

Smart Systems for a Sustainable Future
1. Auflage 2026
ISBN: 978-1-041-19652-5
Verlag: CRC Press

Buch, Englisch, 176 Seiten, Format (B × H): 156 mm x 234 mm

Environmental Monitoring with AI and IoT: Smart Systems for a Sustainable Future aims to provide a comprehensive understanding of how modern technologies like Artificial Intelligence (AI) and the Internet of Things (IoT) revolutionize environmental monitoring. It bridges the gap between traditional environmental assessment methods and advanced, technology-driven approaches to enhance efficiency, accuracy, and scalability.

The book emphasizes the practical application of AI and IoT in addressing pressing environmental challenges, such as air, water, and soil quality monitoring, while aligning with sustainability goals. The scope of this book is vast, covering both foundational concepts and advanced methodologies in environmental monitoring. It includes essential topics like sensor technologies, AI techniques for data analysis, IoT communication protocols, and ethical considerations in environmental monitoring. Real-world case studies and practical examples make the content relatable and actionable. It is supported by instructor-friendly materials, such as digital resources and a detailed teaching guide, making it suitable for both traditional and blended learning environments.

Students, instructors, and professionals will benefit from the insights into creating and deploying smart environmental systems capable of addressing diverse challenges, from urban air quality management to disaster prediction and response. Students will find the content highly accessible and aligned with academic and industrial requirements, while instructors will appreciate its structured approach to teaching these cutting-edge topics.

Zielgruppe

Academic, Postgraduate, Professional Practice & Development, and Professional Reference

Autoren/Hrsg.

Gautam, Sneha

Azri, Chafai

Khan, Md Badiuzzaman

Fachgebiete

• Technische Wissenschaften Energietechnik | Elektrotechnik Alternative und erneuerbare Energien
• Geowissenschaften Umweltwissenschaften Abfallbeseitigung, Abfallentsorgung
• Technische Wissenschaften Umwelttechnik | Umwelttechnologie Abfallwirtschaft, Abfallentsorgung
• Technische Wissenschaften Technik Allgemein Industrial Engineering
• Technische Wissenschaften Bauingenieurwesen Boden- und Felsmechanik, Geotechnik
• Geowissenschaften Umweltwissenschaften Umwelttechnik
• Technische Wissenschaften Umwelttechnik | Umwelttechnologie Umwelttechnik
• Technische Wissenschaften Umwelttechnik | Umwelttechnologie Wasserversorgung, Wasseraufbereitung

Inhaltsverzeichnis

Part I: Fundamental Concepts. 1. Introduction to Environmental Monitoring. 2. Environmental Parameters and Their Measurement. 3. Foundations of AI and IoT for Environmental Applications. 4. Role of AI in Environmental Monitoring and Supporting Technologies. Part II: Core Technologies and Methodologies. 5. Sensor Technologies in Environmental Monitoring. 6. IoT Infrastructure and Communication Protocols. 7. AI Techniques for Environmental Data Analysis. 8. Data Management and Analytics. 9. Global Case Studies from Underrepresented Regions. Part III: Applications and Practical Insights. 10. Air Quality Monitoring Systems. 11. Water Quality Monitoring Systems. 12. Soil Health and Agricultural Applications. 13. Disaster Monitoring and Climate Analysis. Part IV: Broader Perspectives and Challenges. 14. Ethics and Social Implications. 15. Emerging Trends and Future Technologies. 16. Policy and Governance. 17. Some Benefits and Tips. 18. Challenges in AI Environmental Projects.  19. Digital Twin Technology in Environmental Applications.  20. Expanded Section: GIS and Remote Sensing Essentials.  21. Uncertainty Analysis in AI for Environmental Research. 22. Practical Hands-on Tutorials (Examples). 23. Concluding Perspectives.

Über Autor(innen)

Sneha Gautam Sneha is an Associate Professor in the Division of Civil Engineering at Karunya Institute of Technology and Sciences, Coimbatore, India. He has received numerous awards, including the Young Scientist Award 2023. He also serves as an Editor, Associate Editor, and Editorial Board Member and Guest Editor for several high-impact journals. With over 146 articles in leading journals, he has developed a global network of collaborators, and his research has been featured in prominent media outlets.

Chafai Azri is a prominent researcher specializing in environmental science, with a focus on air quality, pollution, and ecological health risks. His work has significantly contributed to understanding the dynamics of atmospheric pollutants and their implications for human health, particularly in the context of Tunisia. His collaborations with international institutions, such as Cairo University and Georg-August-Universität Göttingen, further highlight his commitment to advancing research in environmental sciences on a global scale. Through his extensive body of work, Azri continues to address critical environmental issues, contributing to the broader understanding of pollution and its effects on both ecosystems and human health.

Md. Badiuzzaman Khan is the Head of the Department of Environmental Science at Bangladesh Agricultural University (BAU). His research focuses on atmospheric aerosols, environmental chemistry, and pollution monitoring. Dr. Khan has contributed to over 16 international journal publications and has been recognized with several awards, including the Outstanding Reviewer Award from the Journal of Environmental Chemical Engineering in 2016. He is also a member of various professional organizations, such as the Science and Engineering Institute and the Indian Association for Air Pollution Control.