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Environmental Monitoring Using Artificial Intelligence
◆JpGU2025 セール開催中！：2025年6月30日(月)ご注文分まで
※上記表示の販売価格は割引適用後の価格です 出版済み 3-5週間でお届けいたします。 Author: Suresh, A. (SRM Institute of Science & Technology, Tamil Nadu, India) / Devi, T. (Saveetha Institute of Medical and Technical Sciences, India) / Deepa, N. (Saveetha Institute of Medical and Technical Sciences, India) / Bashir, Ali Kashif (Manchester Metro Publisher: Wiley ISBN: 9781394270361 Cover: HARDCOVER Date: 2025年03月 DESCRIPTION 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. 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. TABLE OF CONTENTS 1 Transformative Trends in AI for Environmental Monitoring: Challenges, Applications 1 Leena Sri R., Divya Vetriveeran, Rakoth Kandan Sambandam, Jenefa J. and Karthikeyan Thangavel 2 Fundamentals of AI and NLP in Environmental Analysis 29 Sreedevi Chikkudu and Suresh Annamalai 3 Smart Environmental Monitoring Systems: IoT and Sensor-Based Advancements 45 D. Roja Ramani, B. Ben Sujitha and Shrikant Tangade 4 Remote Monitoring Advancements: A New Approach to Biodiversity Conservation 61 D. Roja Ramani, K. Kalaiarasan and Shrikant Tangade 5 Smart Water Solutions: A Case Study on Drone-Led Hydrological Investigation of Water Diversion from Lakshmiyapuram Catchment to Sivakasi Periyakulam Tank 71 I. Baskar, A. Haamidh, S. Suriya and K. Parameswari 6 Sustainable Waste Management as a Key Feature for Smart City: A Case Study of Vadodara, Gujarat, India 103 Sahil Menghani, Hardik Giri Gosai, Parashuram Kallem, Payal Desai and Uma Hapani 7 Sensor Technologies for Environmental Data Collection 133 Adimulam Raghuvira Pratap and Suresh Annamalai 8 Significance and Advancement of Sensor Technologies for Environmental Analysis 167 S. Thanga Revathi, Mary Subaja Christo, A. Sathya and Suresh Annamalai 9 Texture-Based Classification of Organic and Pesticidal Spinach Using Machine Learning 181 P. Prittopaul, M. Usha, Mervin Retnadhas Mary, Ganesha Ram G., Ashween Raj V. S. and Godwin Wilfred Raj A. 10 Deep Bidirectional LSTM for Emotion Detection through Mobile Sensor Analysis 201 D. Roja Ramani, Naveen Chandra Gowda, S. Sreejith and Shrikant Tangade 11 A Comparative Analysis of AlexNet and ResNet for Pneumonia Detection 225 Jenefa J., Divya Vetriveeran, Rakoth Kandan Sambandam, Vinodha D., S. Thaiyalnayaki and P. Karthikeyan 12 Comparison of Borewell Rescue L-Type Different Arm with Different Materials 251 K.P. Sridhar, Arun M., C. Prajitha, S. Deepa, Abubeker K.M. and Rajalakshmi Selvaraj 13 Optimizing Almond and Walnut Farming: A U-Net-Powered Deep Learning Approach for Energy Efficiency Prediction and Damage Assessment 279 D. Roja Ramani, N. Deepa, Naveen Chandra Gowda and Naandhini Sidnal 14 Enhancing Sustainable Management of Waste Dump Sites with Smart Drones and Geospatial Tech: Air Quality Monitoring and Analysis 303 Naveen Chandra Gowda, Veena H. N., Aghila Rajagopal and Shrikant Tangade 15 Voltage Veggies: A Shocking Revolution in Agriculture 325 P. Prittopaul, M. Usha, Mervin Retnadhas Mary, Rageshwaran H.R., Praveen Kumar D., Praveen Kumar S. and Mugunthan Kennedy K. 16 Emperor Penguin Optimized Loop Selection Process for Routerless NoC Design 353 N.L. Venkataraman, S. Sumithra, S. Suresh Kumarm, K. Kokulavani and Gunasekaran Thangevel 17 Case Study on Flyover Construction and the Air Quality Measurement by the Emission Level of Pollutants 375 K.P. Sridhar, C. Prajitha, S. Deepa, Rinesh.S, Arun.M and Srinath Doss Index 391
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