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Elsevier

Books in Physical sciences and engineering

  • Metal and Metal Oxide Nanoparticles in Textile Applications

    • 1st Edition
    • Seiko Jose + 2 more
    • English
    In today's consumer-driven market, textiles are valued not only for their aesthetic appeal but also for their functional protection properties. The use of nanoparticles for specialty finishing has emerged as a promising area in textile processing and engineering. Among these nanoparticles, inorganic metal and metal oxides are particularly significant due to their large surface area and high surface energy, allowing them to impart multifunctional properties to textiles. Metal and Metal Oxide Nanoparticles in Textile Applications serves as a comprehensive guide, offering authors a profound understanding of the application of various metal and metal oxide nanoparticles on textiles. The content is thoughtfully organized, beginning with the first five chapters providing insights into the introduction of metal nanoparticles, their conventional and advanced synthesis methods, and characterization techniques. Subsequently, the following eight chapters delve into the effects of different metal nanoparticles, such as Ag, Au, Cu, Al, Ti, and others, along with their oxides, on textiles. The final section of the book encompasses chapters covering metal nanocomposites, electrospinning techniques, toxicology considerations, branding applications, and the challenges and future prospects of metal nanoparticles on textiles. This title serves as an invaluable asset to academicians, scholars, researchers, and professionals in the industry.

  • Extended Hypergeometric Functions and Orthogonal Polynomials

    • 1st Edition
    • Praveen Agarwal + 1 more
    • English
    Extended Hypergeometric Functions and Orthogonal Polynomials presents a comprehensive and accessible resource for researchers and graduate students interested in exploring the rich connections between extended hypergeometric functions, orthogonal polynomials, and multivariable polynomials. Integrating all three fields and their applications in Maple, Mathematica, and MATLAB, this book fosters interdisciplinary understanding and inspires new avenues of research in mathematics, engineering, physics, and computer science. It also provides a glimpse into future research directions in these areas, including potential applications in emerging fields of applied mathematics and interdisciplinary collaborations. Each chapter begins with an introduction, includes sections on theory, followed by sections on applications, and ends with exercises, problems, references and suggested readings.

  • AI and Data Science in Healthcare 5.0

    • 1st Edition
    • Olfa Boubaker
    • English
    AI and Data Science in Healthcare 5.0 delves into the innovative developments in Healthcare 5.0, focusing on smart medical robots, devices, and connected hospitals. It explores the role of robotics in modern healthcare, including advanced wearables enhanced by deep learning. The volume also addresses the integration of blockchain technology, IoT, and cloud computing in healthcare, emphasizing real-time applications in precision healthcare. The discussion extends to energy optimization in smart hospitals, federated learning for IoMT networks, and advanced patient monitoring systems.The volume concludes with an overview of the future opportunities and challenges in Healthcare 5.0.

  • Multifunctional Carbon Nano-Onions Based Nanocomposites

    Fundamentals, Design and Applications
    • 1st Edition
    • Ayesha Kausar
    • English
    Multifunctional Carbon Nano-Onion Based Nanocomposites: Synthesis, Properties and Applications is a comprehensive guide that delves into the structure, design, fabrication, and functional characteristics of carbon nano-onions (CNOs) and their applications in nanocomposites. The book covers timely and significant advances in the field of CNOs, highlighting their unique microstructural, electrical, thermal, mechanical, tribological, and biological properties. It provides a detailed examination of CNOs' roles in various matrices, including thermoplastics, thermosetting polymers, conjugated polymers, rubbers, metals, and metal oxides. Key topics include environmental sustainability, energy storage and conversion (such as solar cells and lithium-ion batteries), electronic applications (sensors), and biomedical applications.In addition, it discusses the challenges and opportunities faced by researchers in the field and the industrial-scale production and economic aspects of these materials. The structure is organized to first introduce the fundamental aspects of CNOs and then progressively dive into specific applications and future prospects. It is intended for researchers, engineers, and academics interested in nanotechnology and nanocomposites, serving as a vital resource for understanding the evolving landscape of CNO nanocomposites and their wide-ranging applications in modern science and technology.

  • Edge Intelligence

    Advanced Deep Transfer Learning for IoT Security
    • 1st Edition
    • Jawad Ahmad + 5 more
    • English
    Edge Intelligence: Advanced Deep Transfer Learning for IoT Security presents a comprehensive exploration into the critical intersection of cybersecurity, edge computing, and deep learning, offering practitioners, researchers, and cybersecurity professionals a definitive guide to protect IoT/IIoT systems. This book delves into the synergistic potential of edge computing and advanced machine/deep learning algorithms, providing insights into lightweight and resource-efficient models with a special focus on resource-constrained edge devices. The rapidly evolving nature of cyberattacks underscores the need for updated and integrated resources that address the intersection of cybersecurity, edge computing, and deep learning. The authors address this issue by offering practical insights, lightweight models, and proactive defense mechanisms tailored to the unique challenges of securing edge devices and networks. This book is not only written to provide its audience effective strategies to detect and mitigate network intrusions by leveraging edge intelligence and advanced deep transfer learning techniques but also to provide practical insights and implementation guidelines tailored to resource-constrained edge devices.

  • Advanced Analytics for Reliability and Resilience of Energy System

    • 1st Edition
    • Fausto Pedro Garcia Marquez + 2 more
    • English
    Advanced Analytics for Reliability and Resilience of Energy Systems prepares students, researchers, and industry engineers to design and maintain reliable, sustainable energy systems using state-of-the-art AI techniques. This book provides a clear foundation in the fundamentals of power systems, statistics, and reliability, including resilience principles and strategies, practical applications, and real-world solutions. The AI tools presented range across forecasting, the Internet-of-Things, machine learning, digital twin technology, and big data analysis, with a variety of applications to avoid power outages, minimise disruption, and accurately assess system resilience. Including case studies and details methodology for practical techniques, Advanced Analytics for Reliability and Resilience of Energy Systems helps energy systems engineers and researchers to provide a stable and consistent power supply, in the face of climate change challenges and the energy transition

  • High-Value Bioenergy Recovery from Wastewater

    • 1st Edition
    • Bing-Jie Ni + 1 more
    • English
    High-Value Bioenergy Recovery from Wastewater presents the science and technologies behind high-value liquid, colloid and solid bioenergy recovery in municipal sewage treatment plants, thus allowing for the easy collection, storage, and transportation of recovered bioenergy. Broken into four parts, the book addresses potential high-value bioenergy from sewage, the science behind and technical module related to high-value liquid bioenergy recovery and high-value colloid and solid bioenergy recovery, and concludes with integrated modules for high-value bioenergy recovery. Academic and industry researchers working in bioenergy, scientists and engineers working in the treatment of wastewater, and industry practitioners who are interested in adding value to the sewage and the sludge obtained in the treatment of wastewater will benefit from this reference, as will advanced graduate and post-graduate students interested in bioenergy and wastewater treatment.

  • Materials Kinetics

    Transport and Rate Phenomena
    • 2nd Edition
    • John C. Mauro
    • English
    Materials Kinetics: Transport and Rate Phenomena, Second Edition provides readers with a clear understanding of how physical-chemical principles are applied to fundamental kinetic processes. The book integrates advanced concepts with foundational knowledge and cutting-edge computational approaches, demonstrating how diffusion, morphological evolution, viscosity, relaxation, and other kinetic phenomena can be applied to practical materials design problems across all classes of materials. Thermodynamics, Fick’s law, dislocation and interfacial motion, kinetics of phase separation, molecular dynamics, energy landscapes, and Monte Carlo simulation techniques are each covered. This second edition also features brand new chapters on sintering, topological constraint theory, ab initio molecular dynamics, thermal conduction, and electrical conduction. All preexisting chapters have been revised and updated to include new exercises, and topics covered have been expanded to include examples of multicomponent diffusion, particle jump frequency, diffusion along dislocations, modeling of grain boundary diffusion, applications of phase-field modeling, applications of diffuse interface theory, and much more.

  • Waste Derived Catalysts

    Sustainable Materials for Energy and Environment
    • 1st Edition
    • Chaudhery Mustansar Hussain + 3 more
    • English
    Waste Derived Catalysts: Sustainable Materials for Energy and Environment explores the significant potential of waste materials as catalyst precursors for clean energy generation and environmental remediation. The book simultaneously addresses the problems of waste management, resource depletion, and environmental pollution while promoting the transition towards a sustainable and cleaner energy future. It provides a comprehensive overview of the latest advancements, methodologies, and applications of waste derived catalysts in the fields of energy and environment and as such it serves as a valuable resource for researchers, scientists, engineers, policymakers, and students who are interested in exploring the potential of waste materials as catalyst precursors and their implications in sustainable energy conversion and environmental remediation. The book covers a wide range of waste streams, including agricultural and biomass waste, industrial and municipal waste, and electronic waste, shedding light on their conversion into catalysts through appropriate processing techniques. Furthermore, the book investigates various clean energy technologies, such as hydrogen production, fuel cells, carbon capture and utilization, and renewable fuel synthesis, where waste derived catalysts have shown promise.

  • Tcl/Tk

    A Developer's Guide
    • 4th Edition
    • Clif Flynt
    • English
    Tcl/Tk: A Developer's Guide, Fourth Edition is an essential resource for computer professionals, from systems administrators to programmers. It covers new Tcl features, expanded Tcl-OO coverage, web technology using Rivet and SQLite, and AI integration with AWS. The book also delves into Tcl's standard tools, multi-faceted nature, and extensibility, making it ideal for developing GUIs, client/server middleware, and web applications. Readers will quickly learn to code in Tcl and extend its capabilities with the inclusion of numerous code examples and case studies.The updated edition includes over 150 pages on the latest Tcl extensions, proven techniques, and tools for effective programming. Extensive code snippets and online tutorials enhance understanding, while case studies provide practical insights. The book also discusses Tcl's role as the hidden "secret sauce" in commercial applications, highlighting its graphics and control infrastructure. With a vibrant user community and evolving API, Tcl/Tk remains a powerful and versatile programming platform for both beginners and experienced programmers.

  • Hydrological Insights

    Synergizing Groundwater Models, Remote Sensing, and AI for Water Sustainability
    • 1st Edition
    • Hossein Hashemi + 2 more
    • English
    Hydrological Insights: Synergizing Groundwater Models, Remote Sensing, and AI for Water Sustainability offers an in-depth exploration of hydrological modeling and its cutting-edge advancements, presented across six comprehensive sections. Part I establishes the foundational principles and methodologies of hydrological modeling, while Part II delves into sophisticated techniques and tools that enhance the accuracy and efficiency of hydrological studies. Part III highlights the powerful integration of remote sensing and artificial intelligence, showcasing how these technologies revolutionize modern hydrological practices.Part IV focuses on environmental impact assessment and management strategies, outlining effective methods for sustainable water resource management. Part V covers the latest advancements in remote sensing and machine learning, emphasizing their pivotal role in contemporary hydrology. Finally, Part VI presents real-world case studies and future directions, offering practical insights and forward-looking perspectives. With meticulously crafted chapters that combine theoretical foundations with practical applications, this book is an essential resource for students, researchers, and professionals seeking to advance their understanding of hydrology through the integration of remote sensing and AI.

  • Adaptive AI in Sensor Informatics

    Methods, Applications, and Implications
    • 1st Edition
    • Karthik Ramamurthy + 4 more
    • English
    Adaptive AI in Sensor Informatics: Methods, Applications, and Implications explores the growing need for efficient, interpretable, and reliable adaptive AI systems tailored to wireless sensor networks. The book highlights how adaptive AI strengthens collaboration between humans and artificial intelligence by enabling transparent decision-making processes. Aimed at academics, professionals, and students, it provides an accessible yet thorough guide to understanding the intersection of adaptive AI and sensor informatics, focusing on practical implementation and the development of models that are both trustworthy and user-friendly. Readers will gain insight into the essential role adaptive AI plays in advancing wireless sensor networks across various sectors.The book also examines the unique challenges and opportunities that arise when deploying adaptive AI in real-world sensor environments. It offers actionable advice for designing AI models that comply with regulations and support user confidence, especially in areas such as healthcare, environmental monitoring, smart cities, and industrial automation.

  • Microbial Corrosion and Deterioration of Engineering Materials

    Analysis and Mitigation Techniques for Engineers
    • 1st Edition
    • Reza Javaherdashti
    • English
    Microbial Corrosion and Deterioration of Engineering Materials: Analysis and Mitigation Techniques for Engineers aims to fill the gap between research and engineering practice when it comes to microbially influenced corrosion (MIC) and deterioration (MID). The book provides practical information to aid decision-making in addressing corrosion threats through clear guidelines for MIC/MID assessment, mitigation, and monitoring based on various materials and industries. Different MIC/MID types, mechanisms, and techniques for control and prevention are outlined. Chapters cover the environmental aspects of corrosion, the distinction between corrosion control and corrosion prevention, and microbial induced corrosion and deterioration in concrete, metals, polymers, and composites. The book emphasizes the consideration of both tactics and strategy when dealing with MIC/MID, with a particular focus on cathodic protection. A chapter featuring practical field-tested tips to assist field engineers with MIC/MID is included, and case studies are featured throughout.

  • Floating Photovoltaics

    Design, Performance, Degradation, Financial Sustainability, and Environmental Impacts
    • 1st Edition
    • Anik Goswami + 3 more
    • English
    Floating Photovoltaics: Design, Performance, Degradation, Financial Sustainability, and Environmental Impacts offers broad coverage of floating photovoltaic (FPV) systems, enabling the reader to understand design, deployment, and performance, as we all economic feasibility and environmental factors. The book introduces a range of pre-feasibility analysis methods such as location selection, bathymetric studies, design of anchors and mooring, effect of waves, and tilt angle. Design criteria of FPV systems are then discussed in detail, from module selection and inverter selection to conditions and operating temperature. The types of degradation and the effect of degradation on long-term performance of FPV systems are analyzed, with a parameter level study helping to determine the exact long-term degradation of FPV systems, as well as the effect of maintenance on performance of FPV systems. The final chapters in the book focus on financial sustainability, environmental impacts, and policy recommendations, supporting further development, deployment, and decision-making with regard to FPV technology and projects. Researchers, advanced students, faculty, engineers, R&D, scientists, and policy makers with an interest in floating photovoltaic systems will find this book to be an interesting resource.

  • Understanding Satellite Navigation

    • 2nd Edition
    • Rajat Acharya
    • English
    Understanding Satellite Navigation, Second Edition presents the foundational principles of satellite navigation technology with the bare minimum of mathematics and without resorting to complex equations. By emphasizing first principles, the book guides readers through each concept using practical demonstrations and fully worked examples, allowing theory to emerge organically. Acomprehensive suite of MATLAB simulations illuminates how signals and systems respond to different configurations, transforming abstract ideas into visible, interactive models. Implementation strategies and real-world applications are woven throughout, alongside in-depth treatments of special topics such as Space Weather, the Kalman Filter, and ionospheric dynamics.

  • Modern Luminescence from Fundamental Concepts to Materials and Applications, Volume 4

    Luminescence in Solid-State Devices
    • 1st Edition
    • Surender Kumar Sharma + 3 more
    • English
    Modern Luminescence From Fundamental Concepts to Materials and Applications, Volume Four: Luminescence in Solid State Devices is a multivolume work that reviews the fundamental principles, properties and applications of luminescent materials. Topics addressed include 1) The key concepts of luminescence with a focus on important characterization techniques to understand a wide category of luminescent materials, 2) The most relevant luminescent materials such as transition metals, rare-earth materials, actinide-based materials, and organic materials, and 3) The emerging applications of luminescent materials in biomedicine, solid state devices, and the development of hybrid materials. The book reviews the latest advances in luminescent materials and their application in solid state lighting, energy and space. The volume also discusses advanced applications such as photonic energy materials, anti-counterfeiting, high power applications, and more. It will be suitable for materials scientists and engineers in academia and industry R&D.

  • New Directions in Nuclear Energy

    Innovation and Opportunities in Fission and Fusion for Global Decarbonization
    • 1st Edition
    • Andrew Foss + 1 more
    • English
    New Directions in Nuclear Energy: Innovation and Opportunities in Fission and Fusion for Global Decarbonization presents up-to-date developments and outlooks for nuclear energy, with a focus on real-world applications. The book combines coverage of both fission and fusion and presents lessons learned from experts across diverse fields, thus allowing readers to pursue research and development opportunities along the most promising routes. Written for nuclear energy researchers, professionals in the energy industry, and students studying nuclear or energy-related topics, this timely reference provides inspiration to those dedicated to the advancement of the nuclear field.

  • Challenges and Applications of Generative Large Language Models

    • 1st Edition
    • Anitha S. Pillai + 2 more
    • English
    Large Language Models (LLMs) are a form of generative AI, based on Deep Learning, that rely on very large textual datasets, and are composed of hundreds of millions (or even billions) of parameters. LLMs can be trained and then refined to perform several NLP tasks like generation of text, summarization, translation, prediction, and more. Challenges and Applications of Generative Large Language Models assists readers in understanding LLMs, their applications in various sectors, challenges that need to be encountered while developing them, open issues, and ethical concerns. LLMs are just one approach in the huge set of methodologies provided by AI. The book, describing strengths and weaknesses of such models, enables researchers and software developers to decide whether an LLM is the right choice for the problem they are trying to solve. AI is the new buzzword, in particular Generative AI for human language (LLMs). As such, an overwhelming amount of hype is obfuscating and giving a distorted view about AI in general, and LLMs in particular. Thus, trying to provide an objective description of LLMs is useful to any person (researcher, professional, student) who is starting to work with human language. The risk, otherwise, is to forget the whole set of methodologies developed by AI in the last decades, sticking with only one model which, although very powerful, has known weaknesses and risks. Given the high level of hype around such models, Challenges and Applications of Generative Large Language Models (LLMs) enables readers to clarify and understand their scope and limitations.

  • Multilevel Quantum Metaheuristics

    Applications in Data Exploration
    • 1st Edition
    • Siddhartha Bhattacharyya + 4 more
    • English
    Multilevel Quantum Metaheuristics: Applications in Data Exploration explores the most recent advances in hybrid quantum-inspired algorithms. Combining principles of quantum mechanics with metaheuristic techniques for efficient data optimization, this book examines multilevel quantum systems characterized by qudits and higher-level quantum states as more robust alternatives to conventional bilevel quantum approaches. It introduces novel multilevel applications of quantum metaheuristics for addressing optimization problems in areas including function optimization, data analysis, scheduling, and signal processing. The book also showcases real-world examples, case studies, and contributions that emphasize the effectiveness of proposed multilevel techniques over existing bilevel methods. Researchers, professionals, and engineers working on intelligent computing, quantum computing, data processing, clustering, and analysis, and those interested in the synergies between quantum computing, metaheuristics, and multilevel quantum systems for enhanced data exploration and analysis will find this book to be of great value.

  • Biochar-Based Catalysts for Removal of Environmental Contaminants

    Advanced Treatment Technologies Using Computational Tools
    • 1st Edition
    • Riti Thapar Kapoor + 1 more
    • English
    Biochar-Based Catalysts for Removal of Environmental Contaminants: Advanced Treatment Technologies Using Computational Tools offers a comprehensive exploration of cutting-edge research and future directions in utilizing waste biomass for biochar catalyst development and environmental remediation. The book delves into the application of computational tools for wastewater and industrial effluent treatment, soil remediation, and air pollutant removal. From an in-depth analysis of AI and ML tools in enhancing process efficiency to case studies showcasing the practical implications of biochar-based catalysts, the book equips readers with the knowledge and strategies needed to address environmental challenges effectively.Research... and policymakers will find guidance on planning future research endeavors and making informed decisions to unlock the full potential of waste biomass resources for sustainable development and the circular bio-economy. Readers from a variety of backgrounds will find this to be a great resource that bridges the gap between current knowledge and future strategies, offering a roadmap towards achieving carbon neutrality and environmental sustainability.

  • An Introduction to Writing Mathematical Proofs

    Shifting Gears from Calculus to Advanced Mathematics
    • 1st Edition
    • Thomas Bieske
    • English
    An Introduction to Writing Mathematical Proofs: Shifting Gears from Calculus to Advanced Mathematics addresses a critical gap in mathematics education, particularly for students transitioning from calculus to more advanced coursework. It provides a structured and supportive approach, guiding students through the intricacies of writing proofs while building a solid foundation in essential mathematical concepts. Sections introduce elementary proof methods, beginning with fundamental topics such as sets and mathematical logic, systematically develop the properties of real numbers and geometry from a proof-writing perspective, and delve into advanced proof methods, introducing quantifiers and techniques such as proof by induction, counterexamples, contraposition, and contradiction. Finally, the book applies these techniques to a variety of mathematical topics, including functions, equivalence relations, countability, and a variety of algebraic activities, allowing students to synthesize their learning in meaningful ways. It not only equips students with essential proof-writing skills but also fosters a deeper understanding of mathematical reasoning. Each chapter features clearly defined objectives, fully worked examples, and a diverse array of exercises designed to encourage exploration and independent learning. Supplemented by an Instructors' Resources guide hosted online, this text is an invaluable companion for undergraduate students eager to master the art of writing mathematical proofs.

  • Boundary Value Problems and Partial Differential Equations

    • 7th Edition
    • David L. Powers + 3 more
    • English
    For over fifty years, Boundary Value Problems and Partial Differential Equations, Seventh Edition has provided advanced students an accessible and practical introduction to deriving, solving, and interpreting explicit solutions involving partial differential equations with boundary and initial conditions. Fully revised and now in its Seventh Edition, this valued text aims to be comprehensive without affecting the accessibility and convenience of the original. The resource’s main tool is Fourier analysis, but the work covers other techniques, including Laplace transform, Fourier transform, numerical methods, characteristics, and separation of variables, as well, to provide well-rounded coverage. Mathematical modeling techniques are illustrated in derivations, which are widely used in engineering and science. In particular, this includes the modeling of heat distribution, a vibrating string or beam under various boundary conditions and constraints. New to this edition, the text also now uniquely discusses the beam equation. Throughout the text, examples and exercises have been included, pulled from the literature based on popular problems from engineering and science. These include some "outside-the-box" exercises at the end of each chapter, which provide challenging and thought-provoking practice that can also be used to promote classroom discussion. Chapters also include Projects, problems that synthesize or dig more deeply into the material that are slightly more involved than standard book exercises, and which are intended to support team solutions. Additional materials, exercises, animations, and more are also accessible to students via links and in-text QR codes to support practice and subject mastery.

  • Bacterial Biogeochemistry

    The Ecophysiology of Mineral Cycling
    • 4th Edition
    • Gary M. King + 1 more
    • English
    Bacterial Biogeochemistry: The Ecophysiology of Mineral Cycling, Fourth Edition discusses the influence of bacterial activity on the chemical environment of the biosphere. Following the success of previous editions, this update focuses on bacterial metabolism and its relevance to the environment, including the decomposition of soil, food chains, nitrogen fixation, assimilation, and reduction of carbon nitrogen and sulfur, and microbial symbiosis. All chapters have been revised and brought up-to-date in light of the many advances and discoveries that have taken place during the last decade. The scope of the new edition has broadened to provide a review of the processes and phenomena that are relevant for global change feedback loops and advances in bacterial biogeochemical cycles.

  • Quantum Theory, Decision Making and Social Dynamics

    • 1st Edition
    • Tofigh Allahviranloo + 3 more
    • English
    Quantum Theory, Decision Making, and Social Dynamics is a detailed exploration of the connection between quantum theory, decision-making, and social networks. As quantum theory expands into various fields, there is an increasing demand for accessible resources that clarify its principles and uses. This book aims to address that need by explaining the complex relationship between quantum theory and social dynamics, especially in decision-making contexts. It discusses the challenges of understanding and applying quantum theory in social settings and provides readers with the knowledge to leverage its potential in decision-making processes. The book is divided into eleven chapters, each focusing on a specific aspect of quantum theory and its applications. Chapter 1 introduces quantum theory, fuzzy logic, and social network analysis, highlighting key concepts like superposition, entanglement, and fuzzy influence within networks. Chapter 2 examines fuzzy sets, membership functions, and inference systems, with applications in devices, traffic management, and healthcare. Chapter 3 covers the mathematical framework of quantum mechanics and its philosophical paradoxes, connecting them to fuzzy logic models of uncertainty. Chapter 4 links social networks to quantum graphs, defining their topology, centrality, and entangled edges. Chapter 5 models social identity as a fuzzy quantum superposition, exploring identity collapse and coherence within networks. Chapter 6 relates quantum entanglement to social ties, proposing fuzzy–quantum graph models for interconnected systems. Chapter 7 analyses measures of irregularity in quantum graphs and applies these to financial networks. Chapter 8 integrates quantum cognition with fuzzy MCDM, employing various probability evaluation methods. Chapter 9 features case studies of fuzzy systems and their integration with quantum fuzzy graphs. Chapter 10 develops a quantum graph-based link prediction model for dynamic social networks. Chapter 11 concludes with a summary of the quantum–fuzzy framework, discussing its contributions, limitations, and future directions.

  • Measure and Integration

    Concepts, Examples, and Applications
    • 1st Edition
    • Ahmed Ghatasheh + 2 more
    • English
    Measure and Integration: Examples, Concepts, and Applications instructs on core proofs, theorems, and approaches of real analysis as illustrated via compelling exercises and carefully crafted, practical examples. Following early chapters on core concepts and approaches of real analysis, the authors apply real analysis across integration on product spaces, radon functionals, bounded variation and lebesgue-stieltjes measures, convolutions, probability, and differential equations, among other topics. From chapter one onward, students are asked to apply concepts to reinforce understanding and gain applied experience in real analysis. In particular, exercises challenge students to use key proofs of major real analysis theorems to encourage independent thinking, problem-solving, and new areas of research powered by real analysis.

  • Learning-Driven Game Theory for AI

    Concepts, Models, and Applications
    • 1st Edition
    • Mehdi Salimi + 1 more
    • English
    Learning-Driven Game Theory for AI: Concepts, Models, and Applications offers in-depth coverage of recent methodological and conceptual advancements in various disciplines of Dynamic Games, namely differential and discrete-time dynamic games, evolutionary games, repeated and stochastic games, and their applications in a variety of fields, such as computer science, biology, economics, and management science. In this book, the authors bridge the gap between traditional game theory and its modern applications in artificial intelligence (AI) and related technological fields. The dynamic nature of contemporary problems in robotics, cybersecurity, machine learning, and multi-agent systems requires game-theoretic solutions that go beyond classical methods. The book delves into the rapidly growing intersection of pursuit differential games and AI, focusing on how these advanced game-theoretic models can be applied to modern AI systems, making it an indispensable resource for both academics and professionals. The book also provides a variety of applications demonstrating the practical integration of AI and game theory across various disciplines, such as autonomous systems, federated learning, and distributed decision-making frameworks. The book also explores the use of game theory in reinforcement learning, swarm intelligence, multi-agent coordination, and cybersecurity. These are critical areas where AI and dynamic games converge. Each chapter covers a different facet of dynamic games, offering readers a comprehensive yet focused exploration of topics such as differential and discrete-time games, evolutionary dynamics, and repeated and stochastic games. The absence of static games ensures a concentrated focus on the dynamic, evolving problems that are most relevant today.

  • Essentials of Big Data Analytics

    Applications in R and Python
    • 1st Edition
    • Pallavi Chavan + 2 more
    • English
    Essentials of Big Data Analytics: Applications in R and Python is a comprehensive guide that demystifies the complex world of big data analytics, blending theoretical concepts with hands-on practices using the Python and R programming languages and MapReduce framework. This book bridges the gap between theory and practical implementation, providing clear and practical understanding of the key principles and techniques essential for harnessing the power of big data. Essentials of Big Data Analytics is designed to provide a comprehensive resource for readers looking to deepen their understanding of Big Data analytics, particularly within a computer science, engineering, and data science context. By bridging theoretical concepts with practical applications, the book emphasizes hands-on learning through exercises and tutorials, specifically utilizing R and Python. Given the growing role of Big Data in industry and scientific research, this book serves as a timely resource to equip professionals with the skills needed to thrive in data-driven environments.

  • Membranes in Wastewater Treatment

    • 1st Edition
    • Volume 31
    • English
    Membranes in Wastewater Treatment offers a comprehensive overview of air pollution, exploring its sources, impacts, and the latest strategies for monitoring, control, and mitigation. Covering key topics such as atmospheric pollutants, health and environmental effects, regulatory frameworks, and innovative technologies, the book provides valuable insights for researchers, policymakers, and students interested in understanding and addressing the challenges of air quality management.

  • Engineering Generative AI-Based Software

    • 1st Edition
    • Miroslaw Staroń
    • English
    Engineering Generative-AI Based Software discusses both the process of developing this kind of AI-based software and its architectures, combining theory with practice. Sections review the most relevant models and technologies, detail software engineering practices for such systems, e.g., eliciting functional and non-functional requirements specific to generative AI, explore various architectural styles and tactics for such systems, including different programming platforms, and show how to create robust licensing models. Finally, readers learn how to manage data, both during training and when generating new data, and how to use generated data and user feedback to constantly evolve generative AI-based software.As generative AI software is gaining popularity thanks to such models as GPT-4 or Llama, this is a welcomed resource on the topics explored. With these systems becoming increasingly important, Software Engineering Professionals will need to know how to overcome challenges in incorporating GAI into the products and programs they develop.

  • Phosphonate Chemistry, Technology and Applications

    Industrial, Environmental, and Energy Applications
    • 1st Edition
    • Konstantinos D. Demadis
    • English
    Phosphonate Chemistry, Technology and Applications: Industrial, Environmental, and Energy Applications presents a comprehensive and interdisciplinary overview of phosphonate compounds, covering synthetic methods, metal phosphonate hybrid materials, and their diverse applications. Key topics include scale and corrosion inhibition, catalytic properties, magnetic and optical functionalities, biomedical uses, and advanced applications in energy, gas capture, imaging, electrocatalysis, and environmental remediation. The book consolidates the latest research from the past decade, offering a systematic, concise, and user-friendly reference that bridges organic, inorganic, and materials chemistry.This is an essential resource for researchers, professionals, and advanced students working across chemistry, materials science, environmental science, and chemical engineering. Its broad scope and practical focus make it the definitive guide for anyone involved in phosphonate-related research or industrial applications.

  • Smart Rubber Nanocomposites

    Opportunities, Innovations and Roadblocks
    • 1st Edition
    • Saritha Appukuttan + 2 more
    • English
    Smart Rubber Nanocomposites: Opportunities, Innovations and Roadblocks provides an up-to-date and comprehensive review of the latest advances and technological developments in this important research field. The book's chapters focus on the synthesis, processing, properties, and applications of these materials in a broad range of different industrial sectors. Starting with a brief overview of the fundamentals, particular attention is then given to the application of these materials in a broad range of diverse technological ‘smart’ applications.The book will be an essential reference resource for Academic and industrial researchers, materials scientists, engineers, and manufacturers working in the development of rubber products, composites, and rubber nanocomposites.

  • Wind-induced Vibration of Long Span Suspension Bridges

    • 1st Edition
    • Yang Yang + 2 more
    • English
    Wind-induced Vibration of Long Span Suspension Bridges in mountainous areas includes the author’s research on such bridges and adopts a combination of on-site measurements, wind tunnel tests, theoretical analyses and numerical calculations to discuss: the characteristics and parameters of the wind environment at bridge sites; the buffeting response of bridges under the effect of winds on bridges in mountainous areas; the vortex response of wide-bodied flat steel box girders; chattering characteristics (i.e. noise characteristics); and the vibration characteristics of the wind–vehicle–bridge system.

  • Development in Wastewater Treatment Research and Processes: Microbiome in Ecosystem

    A Sustainable Approach for Wastewater Treatment
    • 1st Edition
    • Maulin P. Shah + 1 more
    • English
    Microbiome in Ecosystem: A Sustainable Approach for Wastewater Treatment: Developments in Wastewater Treatment Research and Processes delves deeply into the pioneering use of microbiome for the sustainable treatment of waste water. The book examines the biochemical, physicochemical, and molecular pathways of microbes involved in waste water treatment processes, elucidating their indispensable contributions to environmental preservation and sustainable development. From the exploration of microbiome-generated nanoparticles to the discourse on bioengineering methodologies and the synthesis of bioactive metabolites and enzymes, the book provides a thorough analysis of state-of-the-art techniques and advancements in the field. The book reveals invaluable insights into the microbiome of diverse ecosystems, including their multifaceted functions, interactions, and the underlying molecular, genetic, and biochemical processes relevant to waste water treatment. Emphasizing global challenges and offering forward-looking perspectives, the book serves as an essential reference for students, researchers, scientists, and professionals across various disciplines such as biotechnology, microbiology, environmental science, and waste treatment engineering.

  • Advanced Cutting and Machining Processes for Composites and Biocomposites

    • 1st Edition
    • S. M. Sapuan + 5 more
    • English
    Advanced Cutting and Machining Processes for Composites and Biocomposites focuses on the latest advances in this important research field, covering a broad range of composites and presenting various case studies related to conventional and unconventional cutting processes in terms of optimization, cutting analysis, and cutting tools. Key challenges in terms of quality and their impact on the final product are also discussed in detail. The book also contains experimental studies that explain how various machining and cutting techniques can be used to obtain the best results by controlling different operating input parameters.This will be a valuable reference resource for materials scientists, designers, manufacturers, and engineers as it provides extensive information on cutting and machining of composite materials as well as the cutting properties of these materials. It also presents experimental results and final concepts that will benefit manufacturers to achieve efficient cutting operations to avoid defects and reduce their impact on the final product.

  • Practical Heterocyclic Chemistry

    A Lab Manual for Syntheses of Heterocycles
    • 1st Edition
    • Vaidhyanathan Balasubramaniyan
    • English
    Practical Heterocyclic Chemistry: A Lab Manual for Syntheses of Heterocycles delves into the entwined history of heterocyclic chemistry and general organic chemistry, tracing their evolution from crude isolation and utilization of bioactive natural products to their current, pivotal role in enhancing the quality of life for humanity and all living organisms. The book provides a concise overview of the enabling technologies and modern toolkits that facilitate complex general organic and heterocyclic syntheses, while also emphasizing the importance of safe and sustainable synthesis processes that are shaped by the game-changing principles of green chemistry.Readers are also made aware of crucial safety considerations in laboratory practice, including hazard mitigation related to starting materials, products, solvents, catalysts, and lab equipment handling. The book covers the essential laboratory skills needed for experiment design, execution, isolation, purification, and characterization, serving as a valuable resource for modern heterocyclic synthesis in academia and industry.

  • Doping of Metal Oxides

    From Fundamentals to Applications
    • 1st Edition
    • Subhendu Chakroborty + 3 more
    • English
    Doping of Metal Oxides: From Fundamentals to Applications covers the concepts, synthesis, characterization, and applications of doped metal oxides. The book begins with an introduction to the fundamentals of doping, including electronic structure, band gap engineering, and types of dopant agents, before exploring the various synthesis methods and characterization techniques. The book also explores the challenges and limitations in doping metal oxides, and offers insights into emerging trends and prospects.The book adopts a systematic and logical approach focused on providing an in-depth understanding of the concept of doping, synthesis and characterization techniques, and applications of doped metal oxides, making it an essential resource for anyone seeking to gain deeper knowledge of this exciting field.

  • Carbon Capture and Storage in the Oil and Gas Industry

    Solutions for the Energy Transition
    • 1st Edition
    • Birol Dindoruk + 2 more
    • English
    Carbon Capture and Storage in the Oil and Gas Industry: Solutions for the Energy Transition introduces engineers to the basics in CCUS and how oil and gas can support activity. Containing both academic and corporate contributors, topics include screening selection, best practices, and the latest advances. Field applications and available case studies are included to help users learn and apply concepts to real-world applications. Lead by three experienced oil and gas experts, this book will define and guide the oil and gas engineer into a must-have skill in energy transition that will help them contribute to net zero goals.This is a climate mitigation action which caters to the assets (in terms of geological storage capacities and existing infrastructure) and technical skills (i.e., expertise in subsurface technology) of oil and gas producers. The literature through journal outlets is climbing rapidly, but there is still no CCUS or a go-to reference that trains the oil and gas engineer.

  • Thermal Plugging of Oil and Gas Wells

    Modelling, Simulation, and Experiments
    • 1st Edition
    • Marcelo J.S. de Lemos
    • English
    Thermal Plugging of Oil and Gas Wells: Modelling, Simulation and Experiments is a comprehensive reference book that revolutionizes plug and abandonment (P&A) operations in the oil and gas industry. This groundbreaking work delves into the cutting-edge thermal technologies reshaping the landscape of well sealing, providing cost-effective, efficient, and environmentally friendly solutions for the industry's evolving needs. From an in-depth exploration of thermal sources and exothermic reactions to case studies on bismuth-based sealing solutions, 'Thermal Sealing of Oil Wells' offers an extensive analysis of the latest advancements in P&A techniques. Mathematical modeling principles and experimental research methodologies are elucidated, along with analytical and numerical solutions for thermal sealing. The book also covers economic and environmental considerations, shedding light on cost analysis, regulatory compliance, and strategies for minimizing environmental impact. With a focus on practical implementation and future trends, this invaluable resource caters to a broad range of professionals within the oil and gas industry. Petroleum engineers, well integrity specialists, project managers, environmental engineers, researchers, developers, and regulatory bodies will find detailed technical guidelines, real-world case studies, and insightful discussions on the economic and environmental benefits of thermal P&A. By equipping readers with the latest knowledge and practical tools, 'Thermal Plugging of Oil & Gas Wells' empowers industry professionals to enhance the safety, efficiency, and sustainability of well abandonment operations.

  • Urban Energy Transition

    Cities and Regions for a Stable Climate
    • 3rd Edition
    • Peter Droege
    • English
    Urban Energy Transition, Third Edition: Cities and Regions for a Stable Climate is the most current scientific and practice-based compendium on energy transformations in the global urban system. It also yields perspectives on climate stabilization and the need for comprehensive and additional climate action and policy frames that work in conjunction with the energy transition. This fresh volume examines both established and emerging economic, design, governance, policy and technology related insights and contains contributions from Africa, Asia, Australia, Central Europe and North America.

  • Sustainable Technologies for Value Addition to Biomass Waste

    • 1st Edition
    • Ashok Pandey + 3 more
    • English
    Sustainable Technologies for Value Addition to Biomass Waste introduces readers to revolutionary approaches for converting waste biomass into commercially viable products such as biofuels, materials, and microbial derivatives. This book explores detailed methodologies for transforming biomass waste, highlighting advanced techniques, reactor designs, and sustainable strategies. It provides critical insights into the feasibility, limitations, and applications of these technologies, making it a vital resource for professionals seeking to understand the intersection of sustainability and innovation in waste management.Beyond production technologies, the book delves into the physicochemical composition of biomass waste, explores marine biomass recycling, and examines the integration of artificial intelligence for efficient waste management. It offers a life cycle assessment framework to evaluate waste generation and conversion, emphasizing its role in advancing a circular economy while addressing environmental challenges. Readers will also benefit from discussions on commercial scalability and the broader impacts of these technologies on resource conservation and pollution reduction.Sustainabl... Technologies for Value Addition to Biomass Waste introduces readers to revolutionary approaches for converting waste biomass into commercially viable products such as biofuels, materials, and microbial derivatives. This book explores detailed methodologies for transforming biomass waste, highlighting advanced techniques, reactor designs, and sustainable strategies. It provides critical insights into the feasibility, limitations, and applications of these technologies, making it a vital resource for professionals seeking to understand the intersection of sustainability and innovation in waste management.

  • Multimodal Learning Using Heterogeneous Data

    • 1st Edition
    • Saeid Eslamian + 3 more
    • English
    Multimodal Learning Using Heterogeneous Data is a comprehensive guide to the emerging field of multimodal learning, which focuses on integrating diverse data types such as text, images, and audio within a unified framework. The book delves into the challenges and opportunities presented by multimodal data and offers insights into the foundations, techniques, and applications of this interdisciplinary approach. It is intended for researchers and practitioners interested in learning more about multimodal learning and is a valuable resource for those working on projects involving data analysis from multiple modalities.The book begins with a comprehensive introduction, focusing on multimodal learning's foundational principles and the intricacies of heterogeneous data. It then delves into feature extraction, fusion techniques, and deep learning architectures tailored for multimodal data. It also covers transfer learning, pre-processing challenges, and cross-modal information retrieval. The book highlights the application of multimodal learning in specialized contexts such as sentiment analysis, data generation, medical imaging, and ethical considerations. Real-world case studies are woven into the narrative, illuminating the applications of multimodal learning in diverse domains such as natural language processing, multimedia content analysis, autonomous systems, and cognitive computing. The book concludes with an insightful exploration of multimodal data analytics across social media, surveillance, user behavior, and a forward-looking examination of future trends and practical implementations. As a collective resource, Multimodal Learning Using Heterogeneous Data illuminates the powerful utility of multimodal learning to elevate machine learning tasks while also highlighting the need for innovative solutions and methodologies. The book acknowledges the challenges associated with deep learning and the growing importance of ethical considerations in the collection and analysis of multimodal data.Overall, Multimodal Learning Using Heterogeneous Data provides an expansive panorama of this rapidly evolving field, its potential for future research and application, and its vital role in shaping machine learning's evolution.

  • Banana Fibres and their Composites

    Processing, Design, Properties and Applications
    • 1st Edition
    • Mohammad Jawaid
    • English
    Banana Fibres and their Composites: Processing, Design, Properties and Applications is a comprehensive resource that delves into the transformative potential of banana fibers in material science. Starting with an extensive overview of the fiber extraction and preparation process, the book examines the nuanced properties of these fibers. Through its meticulous approach, it explores how banana fibers are fabricated into textiles and composites, revealing their significant contributions to sustainable materials development. Offering in-depth insights, the book bridges the gap between traditional fiber applications and modern technological advancements, aiming to inspire innovation in both academic research and industrial manufacturing.Additi... the book concludes with selected case studies that showcase the diverse applications of banana fiber-based composites, ranging from textiles to advanced engineering materials. It is an invaluable resource for researchers, materials scientists, industrial engineers, and manufacturers seeking to harness the potential of natural fibers. By providing a detailed analysis of design properties and end-use applications, the book stands as an essential guide for developing sustainable, high-performance composites in various industries.

  • Handbook of Robotic and Image-Guided Surgery

    • 2nd Edition
    • Mohammad Hossein Abedin Nasab
    • English
    Handbook of Robotic and Image-Guided Surgery, Second Edition provides an update on state-of-the-art systems and methods for robotic and computer-assisted surgeries. Written by leading researchers from academia and industry, this new edition includes over 700 illustrations, flowcharts, diagrams, and dedicated multimedia content across all chapters.This new edition also includes introductory chapters which discuss the fundamental concepts in robotics and image-guided surgery. Through its coverage of basic concepts and recent advances across all subspecialties, the book serves as a vital and comprehensive reference for engineers, surgeons, and researchers in the life science and healthcare world interested in surgical robotics.Fusing engineering, radiology, and surgical principles into one book, this new edition also includes coverage of new surgical devices and new surgical robotic systems, expanding the number of chapters from 39 to more than 50. Biomedical engineers, mechanical engineers, electrical and computer engineers, medical and engineering students, and surgeons in the field of surgical robotics and image-guided surgery will benefit from this comprehensive reference, written by global experts from across academia and industry.

  • Polymer-Based Nanostructured Barrier Materials

    • 1st Edition
    • V. Prajitha + 2 more
    • English
    Polymer-Based Nanostructured Barrier Materials offers an in-depth exploration into the latest advancements in nanostructured barrier technologies. The book covers a range of topics including processing, characterization, and applications, with a focus on polymeric materials utilized in barrier contexts. It details thermoplastics, thermoset polymers, elastomers, specialty elastomers, and biopolymers. The book delves into barrier mechanisms, testing standards, theoretical modeling, simulation, and industrial requirements for nanostructured barrier materials in packaging. It also addresses preparation for specific properties and applications such as edible packaging, active and intelligent packaging, corrosion protection, tire engineering, environmental remediation, and other novel uses.This comprehensive resource is aimed at researchers, advanced students, industrial scientists, engineers, and R&D professionals interested in barrier and nanomaterials.

  • Nuclear Energy

    An Introduction to the Concepts, Systems, and Applications of Nuclear Processes
    • 9th Edition
    • Raymond L. Murray + 1 more
    • English
    Nuclear Energy: An Introduction to the Concepts, Systems, and Applications of Nuclear Processes, Ninth Edition provides essential information on basic nuclear physics, systems, and the applications of nuclear energy. It comprehensively covers Basic Concepts, Radiation and Its Uses, and Nuclear Power, providing students with a broad view of nuclear energy and science in a fast-paced format that features updated, timely content on topics of new and growing importance to current and future nuclear professionals, such small modular reactors (SMRs). This book is an essential resource for any first course on nuclear energy and systems.

  • Metal Hydrides for Hydrogen-Based Energy Storage, Volume 2

    Applications
    • 1st Edition
    • Volodymyr Yartys
    • English
    Metal Hydrides for Hydrogen-Based Energy Storage, Volume 2: Applications comprehensively describes the applications of the most important group of hydrogen storage materials: metal hydrides. The book is one of a pair of companion volumes, with the other being Metal Hydrides for Hydrogen-Based Energy Storage, Volume 1: Fundamentals.In Volume 2, an international team of renowned experts explores the applications of solid state materials for hydrogen storage. The content covers mechanochemical synthesis processes in metal–hydrogen systems; multiscale property manipulation of advanced functional materials by gas–solid reactions; thin-film metal hydrides; metal hydrides studied by synchrotron XRD and total scattering; neutron diffraction studies of metal–hydrogen systems; hydrogen storage systems; metal hydride hydrogen compressors; hydride-based thermal energy storage; hydrogen generation by hydrolysis process; metal hydrides as negative electrodes of rechargeable batteries; boron-based hydrides as solid electrolytes used in all-solid batteries; and the future outlook of progress in hydrogen storage materials and technologies.

  • Strategic Disconnections in Retrosynthetic Analysis from Pattern Recognition

    An Applied Approach
    • 1st Edition
    • Claudio Trombini
    • English
    Strategic Disconnections in Retrosynthetic Analysis from Pattern Recognition: An Applied Approach introduces retrosynthetic analysis through strategic disconnection methods. It prioritizes disconnections of general structures characterized by specific functionalization patterns or structural motifs like stereogenic centers or bicyclic frameworks. Numerous examples from carefully selected literature illustrate each strategic disconnection, organized by functional or structural pattern, selected disconnection, and polar, radical, or concerted reaction pathways. Developing a deep understanding of these examples enhances 3D visualization skills, critical reasoning, and expertise in synthetic strategies.The book offers insights into advancements in organic synthesis over the last 50 years, with cases of varying complexity from curated literature. Readers can focus on examples that align with their interests or lab work, each case referenced for easy access to primary information. It is ideal for graduate and postdoc students in organic chemistry and synthesis and researchers in industry. Advanced undergraduate students with a solid organic chemistry foundation may also find it beneficial.

  • The Archean Earth

    • 2nd Edition
    • Martin Homann + 9 more
    • English
    The Archean Earth: Tempos and Events, Second Edition is a process-based reference book that focuses on the most important events in early Earth, bringing together experts across Earth Sciences to give a comprehensive overview of the main events of the Archean Eon, as well as of the rates at which important geological and geobiological processes occurred in the same time interval. Over the last two decades, significant progress has been made in our understanding of the processes and events on the early Earth corresponding to advances in the analytical technologies and the continuing efforts of many colleagues that pursue their passion of unravelling the Archean rock record.The book addresses the origin of the Earth, succeeding impact events, and the evolution of the early Earth, covering topics such as Archean tectonics, volcanism, generation of continental crust, and the ongoing debate about the onset of plate tectonics; the evolution and models for Earth's hydrosphere and atmosphere; the Archean atmosphere and chemical sedimentation; and sedimentation through Archean time; among others. Each topic is well-illustrated and includes a closing commentary at the end of each chapter, leading up to the final chapter which blends the major geological events and rates at which important processes occurred into a synthesis, postulating a number of "event clusters" in the Archean when significant changes occurred in many natural systems and geological environments

  • Metal Hydrides for Hydrogen-Based Energy Storage, Volume 1

    Fundamentals
    • 1st Edition
    • Volodymyr Yartys
    • English
    Metal Hydrides for Hydrogen-Based Energy Storage, Volume 1: Fundamentals comprehensively describes the synthesis and rich chemistry of the most important group of hydrogen storage materials: metal hydrides. This book is one of a pair of companion volumes, with the other being Metal Hydrides for Hydrogen-Based Energy Storage, Volume 2: Applications.In Volume 1, an international team of renowned experts explores solid state materials for hydrogen storage with storage capacities reaching 18.5 wt. % H. The content covers fundamentals of metal–hydrogen systems, binary and ternary hydrides, metal deuterides and tritides, complex metal aluminium hydrides, complex metal hydridoborates, structural chemistry of metal hydrides, and computational studies of metal–hydrogen systems as hydrogen storage materials.

  • Guidelines for Climate Adaptive Forest Restoration and Reforestation Projects

    • 1st Edition
    • John A. Stanturf + 9 more
    • English
    Please note that this book is available as an Open Access title via Science Direct.Guidelines for Climate Adaptive Forest Restoration and Reforestation Projects addresses a critical problem in the field of forestry: how to manage the need of targeted seedlings for planting projects under climate change. Edited by experts in the field, this necessary guide focuses on the production and deployment of climate-adapted species and material that is essential for successful regeneration and restoration. It is an ideal resource for students of ecology, forest managers, and practitioners who contribute to the well-being of forest ecosystems.As forestry professionals often grapple with the complexities of climate impacts and the need to adapt forest management practices to the changing climate while preserving biodiversity and maintaining sustainable ecosystems, this is a welcomed resource.

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