Amit Awasthi – författare

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

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.

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

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.

This volume explores the critical intersection of environmental sustainability and public health by exploring innovative approaches to address air pollution. With the ever-increasing global population and urbanization, air quality degradation has become a pressing concern, directly impacting the well-being of individuals and the planet. This comprehensive work synthesizes the latest research findings, policy insights, and technological advancements to offer a holistic perspective on mitigating air pollution while fostering sustainable development. The book begins by establishing a firm understanding of the multifaceted nature of air pollution, from its sources and composition to its effects on human health and the environment. Drawing on interdisciplinary research, it examines the intricate links between air quality, climate change, and societal well-being. "Sustainable Air" then shifts its focus to practical strategies and solutions, presenting a range of innovative approaches for reducing emissions, promoting clean energy sources, and enhancing urban planning to create livable, resilient communities. Through case studies and real-world examples, the book highlights successful initiatives from around the world, demonstrating how communities can transition to cleaner and more sustainable air quality standards. It also addresses the critical role of policy frameworks and international cooperation in achieving long-term air quality goals. Moreover, the book underscores the importance of public awareness and engagement, emphasizing the power of informed citizenry in advocating for cleaner skies and healthier environments. "Sustainable Air: Strategies for Cleaner Skies and Healthier Communities" provides a roadmap for policymakers, urban planners, researchers, and concerned citizens to collaboratively work towards a future where clean air and sustainable living are not only attainable but also synonymous with human progress. By promoting a balanced and harmonious relationship between society and the environment, this book aspires to inspire meaningful change, ultimately leading to improved air quality and well-being for generations to come.