Innovations In Machine Learning And Iot For Water Management
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Innovations in Machine Learning and IoT for Water Management
Water, our planet's life force, faces multiple challenges in the 21st century, including surging global demand, shifting climate patterns, and the urgent need for sustainable management. Guidance, knowledge, and hope is sharply needed in academia and technology industries, and Innovations in Machine Learning and IoT for Water Management is a formidable resource to provide these necessities. This book delves into the dynamic synergy of Artificial Intelligence (AI), Machine Learning (ML), and the Internet of Things (IoT), ushering in a new era of water resource stewardship. This book embarks on a journey through the frontiers of AI and IoT, unveiling their transformative impact on water management. From the vantage point of satellite imagery analysis, it scrutinizes the Earth's vital signs, unlocking crucial insights into water resources. It chronicles the rise of AI-powered predictive analytics, a revolutionary force propelling precision water usage and conservation. This book explains how IoT can be an effective tool to increase intelligence of our water systems. The book meticulously navigates through domains as diverse as aquifer monitoring, hydropower generation optimization, and predictive analytics for water consumption. This book caters to a diverse audience, from water management experts and environmental scientists to data science aficionados and IoT enthusiasts. Engineers seeking to reimagine the future of water systems, technology enthusiasts eager to delve into AI's potential, and individuals impassioned by preserving water will all find a well-needed resource in these pages.
Emerging Trends and Technologies in Water Management and Conservation
Water is a precious and vital resource for human survival and well-being. However, increasing populations has led to a growing demand, resulting in excessive water use for domestic, agricultural, commercial, and industrial purposes. This overuse, combined with the effects of climate change and pollution, jeopardizes environmental sustainability and sustainable development. Faced with these challenges, it is imperative to adopt innovative approaches for the treatment, management, and preservation of water resources that go beyond conventional methods. Further exploration into these areas may ensure equitable access to high-quality water and safeguard a sustainable future for future generations. Emerging Trends and Technologies in Water Management and Conservation provides a comprehensive exploration of the latest developments in emerging trends and technologies applied to water management, treatment, and conservation of water resources. It highlights the most significant trends in this field, with a primary focus on digital water management and the application of artificial intelligence (AI), the Internet of Things (IoT), and intelligent technologies. This book covers topics such as environmental science, digital technology, and water purification, and is a useful resource for environmental scientists, civil engineers, computer engineers, conservationists, academicians, and researchers.
Artificial Intelligence and IoT-based Technologies for Sustainable Farming and Smart Agriculture
""This book explores the application and use of future internet ICTs in the smart agriculture sector by Identifying and describing technical, functional, and non-functional future technologies for smart farming and agriculture"--Provided by publisher"--