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Название: Environmental Monitoring Using Artificial Intelligence
Автор: A. Suresh, T. Devi, N. Deepa, Ali Kashif Bashir
Издательство: Wiley-Scrivener
Год: 2025
Страниц: 412
Язык: английский
Формат: pdf (true)
Размер: 30.9 MB

Environmental Monitoring Using Artificial Intelligence is a vital resource for anyone looking to leverage cutting-edge technologies in artificial intelligence and sensor systems to effectively address environmental challenges, offering innovative solutions and insights essential for creating a sustainable future.

Environmental Monitoring Using Artificial Intelligence provides a comprehensive exploration of the cutting-edge technologies transforming environmental monitoring. This book bridges the gap between Artificial Intelligence (AI), natural language processing (NLP), and sensor-based systems, highlighting their potential to revolutionize the way we address pressing environmental challenges. Each chapter presents innovative case studies, real-world applications, and the latest research on how these technologies are being utilized to monitor and manage ecosystems, water resources, air quality, and urban sustainability.

AI systems demand diverse skills, including the analysis and learning from external data, employing the synergy of natural computing (NC) and Machine Learning (ML). NC, a multifaceted approach, not only simulates human cognitive functions using techniques like fuzzy logic (FL), computer vision (CV), and NLP but also addresses the intricate aspects of human intellect and emotion. Its applications extend to decision assistance, strategic planning, sequential activities, self-improvement, and self-learning. Moreover, NC involves imitating natural phenomena and utilizing raw materials as computer mediums, contributing to the advancement of Machine Learning algorithms.

From advanced sensor networks to Machine Learning models, this book covers a broad spectrum of topics, including smart water solutions, biodiversity conservation, waste management, and agricultural sustainability. It offers an interdisciplinary approach, making it an essential resource for environmental engineers, data scientists, researchers, and policymakers. Whether you’re exploring smart city innovations, renewable energy monitoring, or AI-driven solutions for environmental protection, Environmental Monitoring Using Artificial Intelligence equips readers with the knowledge and tools to leverage technology for a sustainable future.

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