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Artificial Intelligence and Modeling for Water Sustainability

Artificial Intelligence and Modeling for Water Sustainability PDF Author: Alaa El Din Mahmoud
Publisher: CRC Press
ISBN: 1000829782
Category : Technology & Engineering
Languages : en
Pages : 345

Book Description
Artificial intelligence and the use of computational methods to extract information from data are providing adequate tools to monitor and predict water pollutants and water quality issues faster and more accurately. Smart sensors and machine learning models help detect and monitor dispersion and leakage of pollutants before they reach groundwater. With contributions from experts in academia and industries, who give a unified treatment of AI methods and their applications in water science, this book help governments, industries, and homeowners not only address water pollution problems more quickly and efficiently, but also gain better insight into the implementation of more effective remedial measures. FEATURES Provides cutting-edge AI applications in water sector. Highlights the environmental models used by experts in different countries. Discusses various types of models using AI and its tools for achieving sustainable development in water and groundwater. Includes case studies and recent research directions for environmental issues in water sector. Addresses future aspects and innovation in AI field related to watersustainability. This book will appeal to scientists, researchers, and undergraduate and graduate students majoring in environmental or computer science and industry professionals in water science and engineering, environmental management, and governmental sectors. It showcases artificial intelligence applications in detecting environmental issues, with an emphasis on the mitigation and conservation of water and underground resources.

Artificial Intelligence and Modeling for Water Sustainability

Artificial Intelligence and Modeling for Water Sustainability PDF Author: Alaa El Din Mahmoud
Publisher: CRC Press
ISBN: 1000829782
Category : Technology & Engineering
Languages : en
Pages : 345

Book Description
Artificial intelligence and the use of computational methods to extract information from data are providing adequate tools to monitor and predict water pollutants and water quality issues faster and more accurately. Smart sensors and machine learning models help detect and monitor dispersion and leakage of pollutants before they reach groundwater. With contributions from experts in academia and industries, who give a unified treatment of AI methods and their applications in water science, this book help governments, industries, and homeowners not only address water pollution problems more quickly and efficiently, but also gain better insight into the implementation of more effective remedial measures. FEATURES Provides cutting-edge AI applications in water sector. Highlights the environmental models used by experts in different countries. Discusses various types of models using AI and its tools for achieving sustainable development in water and groundwater. Includes case studies and recent research directions for environmental issues in water sector. Addresses future aspects and innovation in AI field related to watersustainability. This book will appeal to scientists, researchers, and undergraduate and graduate students majoring in environmental or computer science and industry professionals in water science and engineering, environmental management, and governmental sectors. It showcases artificial intelligence applications in detecting environmental issues, with an emphasis on the mitigation and conservation of water and underground resources.

Watershed Management and Applications of AI

Watershed Management and Applications of AI PDF Author: Sandeep Samantaray
Publisher: CRC Press
ISBN: 1000386732
Category : Technology & Engineering
Languages : en
Pages : 310

Book Description
Land use and water resources are two major environmental issues which necessitate conservation, management, and maintenance practices through the use of various engineering techniques. Water scientists and environmental engineers must address the various aspects of flood control, soil conservation, rainfall-runoff processes, and groundwater hydrology. Watershed Management and Applications of AI provides the necessary principles of hydrology to provide practical strategies useful for the planning, design, and management of watersheds. The book also synthesizes novel new approaches, such as hydrological applications of machine learning using neural networks to predict runoff and using artificial intelligence for the prediction of groundwater fluctuations. Features: Presents hydrologic analysis and design along with soil conservation practices through proper watershed management techniques Provides analysis of land erosion and sediment transport in watersheds from small to large scale Includes estimations for runoff using different methodologies with systematic approaches for each Discusses water harvesting and development of water yield catchments This book will be a valuable resource for students in hydrology courses, environmental consultants, water resource engineers, and researchers in related water science and engineering fields.

Artificial Intelligence Methods in the Environmental Sciences

Artificial Intelligence Methods in the Environmental Sciences PDF Author: Sue Ellen Haupt
Publisher: Springer Science & Business Media
ISBN: 1402091192
Category : Science
Languages : en
Pages : 418

Book Description
How can environmental scientists and engineers use the increasing amount of available data to enhance our understanding of planet Earth, its systems and processes? This book describes various potential approaches based on artificial intelligence (AI) techniques, including neural networks, decision trees, genetic algorithms and fuzzy logic. Part I contains a series of tutorials describing the methods and the important considerations in applying them. In Part II, many practical examples illustrate the power of these techniques on actual environmental problems. International experts bring to life ways to apply AI to problems in the environmental sciences. While one culture entwines ideas with a thread, another links them with a red line. Thus, a “red thread“ ties the book together, weaving a tapestry that pictures the ‘natural’ data-driven AI methods in the light of the more traditional modeling techniques, and demonstrating the power of these data-based methods.

Waste Valorization for Bioenergy and Bioproducts

Waste Valorization for Bioenergy and Bioproducts PDF Author: Hwai Chyuan Ong
Publisher: Elsevier
ISBN: 0443222169
Category : Technology & Engineering
Languages : en
Pages : 592

Book Description
Waste Valorisation for Bioenergy and Bioproducts: Biofuel, Biogas, and Value-Added Products presents a comprehensive review of the state-of-the-art of waste valorization from solid, liquid, and gaseous waste streams. The book thoroughly examines the conversion of waste-to-energy from the following waste streams: • Commercial, institutional, and residential food wastes, particularly those currently disposed of in landfills. • Biosolids, organic-rich aqueous streams, and sludges from municipal wastewater treatment processes. • Manure slurries from concentrated livestock operations. • Organic wastes from industrial operations, including ,but not limited to, food and beverage manufacturing, biodiesel production, and integrated biorefineries, as well as other industries such as pulp and paper, forest products, and pharmaceuticals. • Biogas derived from any of the above feedstock streams such as landfill gas. Each chapter critically examines the challenges and opportunities in the production of waste-to energy processes, along with addressing the acceptability and marketability of transforming wastes into value-added products. The final chapters analyze the techno-economic viability and the sustainability dimensions of valorizing biological wastes. Waste Valorisation for Bioenergy and Bioproducts: Biofuel, Biogas, and Other Value-Added Products from Different Waste Streams is a one-stop resource for graduate students, researchers, and practicing engineers involved in waste-to-energy and waste management, and will be of interest to environmental, chemical, and process engineers involved in bioenergy and renewable energy Presents the state-of-the-art of waste valorization strategies and emerging technologies that have the potential to revolutionize waste-to-energy Examines the challenges and opportunities in scaling up production and improving acceptability and marketability of waste-to-energy technologies and conversion to value-added products Evaluates a range of parameters, including the techno-economic viability and sustainability dimensions for the valorization of liquid, solid, and gaseous waste streams, providing a comparison of the medium to long term performance of relevant Waste-to-Energy technologies

Artificial Intelligence Systems for Water Treatment Plant Optimization

Artificial Intelligence Systems for Water Treatment Plant Optimization PDF Author: Christopher W. Baxter
Publisher: American Water Works Association
ISBN: 1583211403
Category : Artificial intelligence
Languages : en
Pages : 170

Book Description


Environmental Modelling, Software and Decision Support

Environmental Modelling, Software and Decision Support PDF Author: Anthony J. Jakeman
Publisher: Elsevier
ISBN: 9780080915302
Category : Science
Languages : en
Pages : 384

Book Description
The complex and multidisciplinary nature of environmental problems requires that they are dealt with in an integrated manner. Modeling and software have become key instruments used to promote sustainability and improve environmental decision processes, especially through systematic integration of various knowledge and data and their ability to foster learning and help make predictions. This book presents the current state-of-the-art in environmental modeling and software and identifies the future challenges in the field. State-of-the-art in environmental modeling and software theory and practice for integrated assessment and management serves as a starting point for researchers Identifies the areas of research and practice required for advancing the requisite knowledge base and tools, and their wider usage Best practices of environmental modeling enables the reader to select appropriate software and gives the reader tools to integrate natural system dynamics with human dimensions

Artificial Intelligence and Environmental Sustainability

Artificial Intelligence and Environmental Sustainability PDF Author: Hui Lin Ong
Publisher: Springer Nature
ISBN: 9811914346
Category : Technology & Engineering
Languages : en
Pages : 218

Book Description
The book discusses comprehensive and cutting-edge research and development endeavors, as well as innovative solutions, in implementing AI and related technologies to meet and undertake current and future challenges towards ensuring environmental sustainability. It explores the future research directions in the era of Industry 4.0. In the beginning, an overview of the utilization of Al for environmental sustainability is provided. The remaining chapters of the book cover the technological and application aspects of Al for environmental sustainability with illustrative examples. Finally, challenges with respect to deploying Al to solving environmental problems and the future trends are covered.

Environmental Modeling for Sustainable Regional Development: System Approaches and Advanced Methods

Environmental Modeling for Sustainable Regional Development: System Approaches and Advanced Methods PDF Author: Olej, Vladim¡r
Publisher: IGI Global
ISBN: 1609601580
Category : Business & Economics
Languages : en
Pages : 492

Book Description
Understanding the advancement of sustainable development is critical to managing human activities to avoid the overexploitation of resources and pollution of the environment beyond tolerable levels. Sustainable development involves not only preservation and care of the environment, but also recognition of the complex relations between economic, social and living systems. Environmental Modeling for Sustainable Regional Development: System Approaches and Advanced Methods presents processing methods and their applications, which are practical for decision making and task management at the regional level as well as for scientific studies in sustainable development assessment. This book serves as a reference guide for post-graduate students in the field of management as well as a critical guide for managers, government officials, and information professionals.

Water Engineering Modeling and Mathematic Tools

Water Engineering Modeling and Mathematic Tools PDF Author: Pijush Samui
Publisher: Elsevier
ISBN: 0128208775
Category : Technology & Engineering
Languages : en
Pages : 592

Book Description
Water Engineering Modeling and Mathematic Tools provides an informative resource for practitioners who want to learn more about different techniques and models in water engineering and their practical applications and case studies. The book provides modelling theories in an easy-to-read format verified with on-site models for specific regions and scenarios. Users will find this to be a significant contribution to the development of mathematical tools, experimental techniques, and data-driven models that support modern-day water engineering applications. Civil engineers, industrialists, and water management experts should be familiar with advanced techniques that can be used to improve existing systems in water engineering. This book provides key ideas on recently developed machine learning methods and AI modelling. It will serve as a common platform for practitioners who need to become familiar with the latest developments of computational techniques in water engineering. Includes firsthand experience about artificial intelligence models, utilizing case studies Describes biological, physical and chemical techniques for the treatment of surface water, groundwater, sea water and rain/snow Presents the application of new instruments in water engineering

Sustainable Development of Water and Environment

Sustainable Development of Water and Environment PDF Author: Han-Yong Jeon
Publisher: Springer Nature
ISBN: 3031075005
Category : Science
Languages : en
Pages : 372

Book Description
This book of ICSDWE2022 aims to advance the understanding of both the fundamentals of related fields in sustainable development of water and environment and its application to the solution of challenges and problems in engineering. The committee of ICSDWE2022 gathers scholars and experts in related fields both at home and abroad. Under the guidance of the committee, we are confident to the publication of high-quality papers on all aspects of water and environment. The book features graduate-level texts and professional books in related fields. We hope that most scholars, researchers, and engineers can find what they really need in our book.