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Elsevier

Books in Earth and planetary sciences

Elsevier's Earth and Planetary Sciences collection brings together pioneering research on the complexities of our planet and beyond. Covering topics from Earth's structural dynamics and ecosystems to planetary exploration, these titles support advancements in geoscience, environmental science, and space studies, offering essential insights for researchers, professionals, and students.

  • Harmonizing Earth Observation Data for Enhanced Spatial Analysis

    • 1st Edition
    • Tomaž Podobnikar
    • English
    Harmonizing Earth Observation Data for Enhanced Spatial Analysis explores the critical aspects of Earth observation (EO) data and its pivotal role in spatial analysis. Addressing fundamental aspects of EO data, the book emphasizes the importance of reliable, high-quality information for meaningful analysis. It reviews the interaction and integration of various datasets, highlighting the necessity of combining diverse sources to enhance analytical outcomes. In addition, sections cover essential techniques such as downscaling, generalization, and upscaling, providing insights into how these processes can optimize data usability while maintaining integrity. A significant focus is placed on harmonization, detailing strategies to reduce uncertainty and improve consistency across multidimensional datasets. This interoperability is crucial for effective spatial analysis, which relies on coherent datasets to derive actionable insights. Additionally, the book discusses the interplay between EO and geospatial data, illustrating how their integration can enhance analytics capabilities. It presents comprehensive workflows, tools and applications that facilitate advanced spatial analysis, equipping researchers and practitioners with the necessary resources to harness EO data effectively.

  • Ecology of Volcanic Landscapes

    Biodiversity, Conservation, Management, Challenges
    • 1st Edition
    • Giuseppe Bonanno + 1 more
    • English
    Ecology of Volcanic Landscapes: Biodiversity, Conservation, Management, Challenges offers a comparative study of numerous volcanic environments across different geographical regions, climate zones, geo-morphological peculiarities, and kinds of dominant vegetation. The book begins with an overview of the main volcanic landscapes that can be found in various latitudes, e.g., Mediterranean, temperate, polar, and tropical. After describing a novel classification system of volcanic landscapes, the authors focus on several major volcanoes on Earth, including Mounts Etna, Teide, Hekla, St. Helens, Mauna Loa, Fuji and Asama, while also presenting a newly proposed classification of volcanic landscapes.For each of these volcanoes, different aspects are investigated, especially vegetation zones, plant endemism and biodiversity, metapopulations, landscape connectivity, climate and land-cover changes, conservation issues, and future challenges. Readers will find stimulating insights into the study of volcanic landscapes and the ecosystems within them.

  • Fundamentals of Next-Generation Remote Sensing

    Data-Driven Earth Observation, Artificial Intelligence, and Emerging Applications
    • 1st Edition
    • Xiao Huang + 3 more
    • English
    Fundamentals of Next-Generation Remote Sensing: Data-Driven Earth Observation, Artificial Intelligence, and Emerging Applications addresses the urgent need for a comprehensive, practice-oriented resource in the rapidly evolving field of Earth observation. As sensor technologies advance and data volumes grow exponentially, researchers and professionals require a cohesive guide that bridges traditional image processing with cutting-edge AI, cloud computing, and participatory paradigms. The book covers sourcing multi-sensor imagery—from satellites, drones, and in-situ networks—automating data harmonization, training state-of-the-art AI models, and deploying interactive dashboards for decision-makers. Its chapters span foundational data ecosystems, sensor technologies, pre-processing workflows, AI architectures, and high-impact applications such as disaster response, climate analysis, urban planning, and biodiversity monitoring. This volume offers a unique synthesis of technical workflows, open-source tools, and ethical considerations, making it invaluable for remote sensing scientists, geospatial data engineers, urban planners, and environmental policymakers. It empowers users to develop scalable, reproducible, and policy-relevant solutions, ensuring that remote sensing data transforms into actionable insights for societal benefit.Whether for research, operational deployment, or education, this book provides the essential pipelines, case studies, and best practices needed to keep pace with the advancing Earth observation landscape.

  • Models and Methods for Synthetic Aperture Radar Remote Sensing

    From Physics to Applications
    • 1st Edition
    • Pasquale Imperatore + 2 more
    • English
    Models and Methods for Synthetic Aperture Radar Remote Sensing: From Physics to Applications expansively outlines the use of SAR remote sensing in Earth Observation, offering state-of-the-art methodologies, broad applications and use cases, and a multidisciplinary approach. It explores basic and advanced methods, accompanied by practical applications and case studies, fostering a deep understanding and facilitating real-world problem solving in Earth Observation. Models and Methods for Synthetic Aperture Radar Remote Sensing provides invaluable insights into SAR technologies, enhancing research quality and relevance through reproducible methodology for Earth Observation and remote sensing researchers and academics, or Earth and Environmental scientists employing remote sensing techniques.

  • Remote Sensing and AI for Climate-Driven Hazard Assessment

    Geospatial Approaches to Risk, Monitoring, and Mitigation
    • 1st Edition
    • Aqil Tariq + 1 more
    • English
    Remote Sensing and AI for Climate-Driven Hazard Assessment: Geospatial Approaches to Risk, Monitoring, and Mitigation addresses the urgent need for advanced geospatial tools to manage increasing climate-related hazards. This volume combines satellite data, GIS technologies, and artificial intelligence to improve hazard detection, risk assessment, and mitigation strategies. It is designed for researchers, environmental scientists, GIS specialists, and policymakers working on climate vulnerability and disaster risk reduction. The book offers a structured approach across chapters, covering theory, data sources, analytical methods, and practical case studies from regions like the UAE, China, and Southeast Asia, emphasizing real-world applications. Its regional focus and integration of cutting-edge analytics enable professionals to develop innovative solutions for urban resilience and climate adaptation. By bridging foundational knowledge with advanced geospatial analysis, this reference empowers users to make data-driven decisions, enhance disaster preparedness, and support sustainable development in a changing climate.

  • Understanding El Niño and the Southern Oscillation

    An Introduction to the Basic Dynamics
    • 1st Edition
    • Allan J. Clarke
    • English
    Understanding El Niño and the Southern Oscillation: An Introduction to the Basic Dynamics offers an accessible yet comprehensive introduction to the complex dynamics of the El Niño/Southern Oscillation (ENSO) system, bridging the gap between equatorial ocean and atmospheric science for advanced students and researchers. With a foundation in fluid mechanics, this book guides readers through ENSO’s discovery, key observations, and the essential physical mechanisms at play, using both observational evidence and theoretical models to clarify the coupled ocean-atmosphere interactions that drive ENSO events.Covering topics from equatorial dynamics and teleconnections to prediction models and the impacts of ENSO on marine life, it also addresses the effects of global warming on the equatorial Pacific and future climate expectations, making it an indispensable resource for students and researchers learning and forecasting the world’s most significant short-term climate signal.

  • Rare Earths

    Science, Technology, Production, Use, and Recycling
    • 2nd Edition
    • Jacques Lucas + 4 more
    • English
    Rare Earths: Science, Technology, Production, Use, and Recycling, Second Edition explores and examines the extraction and critical uses of the REE in the 21st Century as determined by their occurrence, chemistry, physics, and atomic structure. High-technology and environmental applications of the rare-earth elements (REE) have grown dramatically in diversity and importance over the past five decades. This book provides a scientific understanding of rare earth properties and uses, present and future. It also points the way to efficient recycle of the rare earths in end-of-use products and efficient use of rare earths in new products. This new edition examines the geology, mineralogy, discovery, ore, concentration, mining, mineral processing, rare earth extraction and production of pure rare earth metals and compounds (e.g., rare earth oxides, chlorides), atomic structures, properties, applications including military, economics, and future. High-end environmental applications of the earth elements have grown dramatically in diversity over the past decade, for example the scientific understanding of the way to efficiently recycle rare earths in end-of-use products and efficient use of rare earths in new products such as lasers. Scientists and students will appreciate the book’s approach to the availability, structure, and properties of rare earths, and how they have led to a myriad of critical uses, present and future. Experts will also get an integrated picture of production and use (present and future) of rare earths and the science behind this picture. The book will be directed to senior undergraduate science and engineering students and postgraduate students in chemistry, chemical engineering, physics, materials science and engineering, and optical engineering. Also, employees in the rare earth and associated industries, or government and industrial libraries. This book will continue prove valuable as a resource to obtain a clear picture of production and use of rare earths in the 21st Century, and the science behind this picture.

  • Space Weather and Ground-Based Monitoring

    The Role of Ground-Based Observations in Space-Weather Science and Operations
    • 1st Edition
    • Mario Bisi + 2 more
    • English
    Space Weather and Ground-Based Monitoring: The Role of Ground-Based Observations in Space-Weather Science and Operations explores the significance of ground-based observations in advancing space-weather research, focusing on technologies including ground-based systems, ionospheric mapping, and heliospheric modelling. The book highlights how these observations enhance our understanding of space weather phenomena, from solar activity to atmospheric radiation and emphasize the importance of ground-based systems. Space Weather and Ground-Based Monitoring provides insights to better plan and make decisions based on ground-based data for researchers, students, and professionals in space science and related fields. This essential resource integrates ground-based observations into models of the Sun-Earth system, advancing knowledge and preparedness for space weather challenges.

  • Environmental and Health Impacts of Nitrogen Dioxide Air Pollution

    Understanding Exposure, Risks, and Mitigation
    • 1st Edition
    • Flavio Manoel Rodrigues da Silva Júnior + 1 more
    • English
    Environmental and Health Impacts of Nitrogen Dioxide Pollution: Understanding Exposure, Risks, and Mitigation offers a comprehensive examination of nitrogen dioxide (NO₂) as a critical air pollutant, exploring its sources, chemistry, and formation. The book explores the profound human health and environmental consequences associated with NO₂ pollution. It evaluates the health costs and benefits of reducing NO₂ levels, especially in urban centers, highlighting positive impacts on community well-being and healthcare costs. Through epidemiological studies, the book illustrates the long-term implications of NO₂ exposure on vulnerable populations and addresses the significant environmental impacts on ecosystems and biodiversity.Section... highlight innovative approaches, such as utilizing vegetation to reduce urban NO₂ pollution, and examines the interplay between nitrogen dioxide and climate change, projecting future scenarios. Furthermore, it addresses socioeconomic disparities in NO₂ exposure, linking environmental justice to public health equity. The authors advocate for comprehensive mitigation strategies, emphasizing the importance of community engagement and public health initiatives in combating nitrogen dioxide pollution.

  • Landslide Science

    Geospatial Advances in Monitoring, Modeling, and Management
    • 1st Edition
    • Christos Polykretis + 3 more
    • English
    Landslide Science: Geospatial Advances in Monitoring, Modeling, and Management presents a detailed exploration of the latest advancements in landslide research, offering a thorough examination of the latest geospatial technologies and methodologies. The book begins with a comprehensive exploration of landslides, starting with an understanding of their nature, including characteristics, types, and historical perspectives. Factors triggering or influencing landslides are examined, such as rainfall, earthquakes, and topographical influences. Remote sensing techniques for landslide investigation are detailed, covering detection, monitoring, and imagery data processing methods using various sensors and technologies.In addition, spatial landslide assessment and mapping are discussed, including inventory mapping, susceptibility assessment, and hazard assessment utilizing different approaches and uncertainty validation methods. Engineering-based landslide analysis focuses on geotechnical aspects, hydrogeological influences, and methodologies for simulations and slope stability analysis. The book also addresses landslide impacts and risk management strategies, covering vulnerability assessment, risk analysis, environmental consequences, prevention, mitigation strategies, and community engagement.

  • Physical Chemistry at the Intersection of Combustion and Atmospheric Sciences

    • 1st Edition
    • Brandon Rotavera
    • English
    Physical Chemistry at the Intersection of Combustion and Atmospheric Sciences provides the first detailed exploration of overlapping scientific problems in physical chemistry within the domains of combustion and atmospheric chemistry. Specific problems addressed in this book include detailing the current state of knowledge and future research needs on topics, such as the role of organic hydroperoxide reactivity in both atmospheric chemistry and combustion, the importance of peroxy radicals produced in biofuel and hydrocarbon combustion that control chain-branching, and in tropospheric chemistry, affect OH-budgeting and the formation of aerosols that impact air quality.Significant attention is also paid to the influence of functional groups on combustion reaction mechanisms as well as downstream effects on gas-phase chemical reactions in atmosphere. Specifically, problems connecting gas-phase reactions of functionalized organic molecules present in combustion emissions to secondary organic aerosol (SOA) formation are addressed. In addition, remaining challenges in understanding the subsequent physical and chemical processes involving SOA will be addressed. It is written primarily for research staff scientists, R&D personnel (laboratory and industry), graduate students, and professors in the fields of physical chemistry, atmospheric science, and chemical engineering.

  • The Encyclopedia of Volcanoes

    • 3rd Edition
    • Costanza Bonadonna + 7 more
    • English
    The Encyclopedia of Volcanoes, Third Edition, an updated edition of the PROSE award winning title, summarizes our knowledge on volcanoes. The book provides a comprehensive source on the causes of volcanic eruptions with both destructive and beneficial effects. This new edition illustrates the best approaches to characterize key aspects of volcanology, demonstrates the importance of volcanology for a sustainable planet, and was developed by a multidisciplinary, multi-gender, and multi-cultural team of both editors and authors. This is a necessary reference for students, academics, and professionals in volcanology and Earth science to understand and characterize the effects and role played by volcanoes.

  • Mineral Processing Design and Operations

    An Introduction
    • 3rd Edition
    • Denis S. Yan + 2 more
    • English
    Mineral Processing Design and Operations: An Introduction, Third Edition outlines methods commonly used in mineral beneficiation and concentration processes. The book balances fundamental theoretical operational principles and practical explanations of the design and operation of apparatus and equipment. The basics of process controls for efficient and economic modes of separation are also introduced. The book covers the theory and formula for unit capacities and power requirements to help designers develop the necessary equipment and flowsheets to economically attain maximum yield and grade. Application of the theory to practice is explained at each stage, helping operators understand associated implications in each unit process.This fully updated third edition features updates on key areas within the field such as the properties of slurries and tailings waste management, as well as the increasing importance of sensor-based ore sorting options to improve efficiency and sustainability. It aims to help students, practicing engineers and operators who are interested in processing minerals to economically liberate and concentrate them for down-stream extraction processes. It also remains a valuable text for professional engineers working in industry given its breadth of coverage.

  • Weather and Climate

    Applications of Machine Learning and Artificial Intelligence
    • 1st Edition
    • Volume 13
    • Simon Driscoll + 6 more
    • English
    Weather and Climate: Applications of Machine Learning and Artificial Intelligence, Volume 13 provides a comprehensive exploration of machine learning in the context of weather forecasting and climate research. Sections begin with an introduction to the fundamentals and statistical tools of machine learning and an overview of various machine learning models. Emulation and machine learning of sub-grid scale parametrizations are discussed, along with the application of AI/ML in weather forecasting and climate models. Next, the book delves into the concept of explainable AI (XAI) methods for understanding ML and AI models, as well as the use of generative AI in climate research.The book explores the interface of data assimilation and machine learning for weather forecasting, showcasing case studies of machine learning applied to environmental monitoring data. Final sections look ahead to the future of ML and AI in climate and weather-related research, providing references for further reading. This comprehensive guide offers valuable insights into the intersection of machine learning, artificial intelligence, and atmospheric science, highlighting the potential for innovation and advancement in weather and climate research.Members of the Royal Meteorological Society are eligible for a 35% discount on all Developments in Weather and Climate Science series titles. See the RMetS member dashboard for the discount code.

  • AI in Cartography

    A New Era of Making and Using Maps
    • 1st Edition
    • Samantha T. Arundel + 1 more
    • English
    AI in Cartography: A New Era of Making and Using Maps offers an in-depth exploration of how artificial intelligence is transforming the field of cartography. The book begins by establishing the foundational concepts of AI technologies relevant to mapmaking, including the data requirements and practical implementation of AI-driven cartographic solutions. It highlights how AI enhances map recognition and analysis, enabling more efficient and accurate interpretation of spatial information. The digitization of historical maps through AI techniques preserves valuable geographic heritage while facilitating modern analysis. The text further examines automated map generalization and generative AI approaches that revolutionize cartographic representation, improving both the creation and usability of maps. It also addresses important challenges such as bias, uncertainty, and the explainability of AI systems, alongside the ethical and governance issues surrounding AI in mapping. These discussions emphasize the need for responsible and transparent AI applications in cartography. Innovations in AI-driven topographic and thematic mapping are showcased, illustrating the growing role of AI in supporting smart cities and digital twin technologies. The book also explores how AI contributes to resilience and sustainability in environmental management. Looking ahead, it outlines future directions for integrating AI with cartographic practices, highlighting the potential for continued advancement in this dynamic field. This comprehensive volume serves as a valuable resource for researchers and practitioners, demonstrating how AI is reshaping the art and science of mapping for the modern era.

  • Advanced Laboratory Testing in Geotechnical Engineering

    From Concepts to Methods
    • 1st Edition
    • Hamed Sadeghi + 1 more
    • English
    Advanced Laboratory Testing in Geotechnical Engineering: From Concepts to Methods provides a comprehensive exploration of advanced laboratory techniques essential for understanding soil behavior and properties. The book begins by establishing the scope, significance, and practical applications of laboratory testing. It outlines the general requirements for conducting accurate and reliable soil tests, emphasizing the importance of standardized practices. Chapters focus on various aspects of laboratory testing, starting with soil sampling and preservation procedures to maintain sample integrity. A range of soil mechanics tests are covered, including conventional tests, dynamic and cyclic tests, and specialized tests for unsaturated soils to study their unique behavior. Flow characteristics and retention capacity of soils are analyzed to understand their response under different moisture conditions, and physical modeling tests provide insights into soil behavior under simulated conditions while microstructural characterization techniques offer a detailed examination of soil structure. By offering a comprehensive overview of advanced laboratory testing methods in geotechnical engineering, this book serves as a valuable resource for researchers, engineers, and practitioners seeking to enhance their understanding of soil mechanics and geotechnical behavior.

  • Weather, Climate and Seasons in the Solar System

    • 1st Edition
    • Volume 2
    • Jean-Pierre Williams + 3 more
    • English
    Weather, Climate and Seasons Across the Solar System comprises a comprehensive exploration of atmosphere dynamics on lunar and planetary bodies across our Solar System, including the study of atmosphere/surface interactions. Richly illustrated with data, lab and field models, analogues and images from space probes, telescopic observations and landers/rovers, this book presents a compelling overview, narrative and study of planetary evolution that is ideal for researchers, educators, and enthusiasts alike. It serves as both a reference and an engaging read, inviting readers to contemplate the vast complexities of weather, climate and seasons for planetary and lunar bodies for and near in the Solar System.From storms on Jupiter and the outer gas giants to the surface gradients of temperature on Mars and the seasonality of associated surface changes, students, researchers, and practitioners will gain insights into how these processes have evolved over time and the factors influencing them.

  • Soil Mechanics for Natural Disaster Mitigation

    Theory and Practice
    • 1st Edition
    • Ivan Gratchev
    • English
    Soil Mechanics for Natural Disaster Mitigation: Theory and Practice provides a comprehensive examination of soil behavior and its critical role in reducing the impact of natural disasters. The book begins by establishing the fundamental principles of soil mechanics within the context of disaster mitigation, emphasizing the importance of understanding soil properties and interactions in hazard-prone environments. It then explores landslides in depth, discussing various types, underlying mechanics, slope stability, and methods for risk assessment and early warning systems to prevent catastrophic failures. The text addresses earthquake-induced soil failures, focusing on seismic loading, liquefaction mechanics, and practical mitigation techniques including ground improvement to enhance resilience against seismic hazards. Floods, erosion, and hydraulic hazards are also examined, with detailed analysis of hydraulic forces and flood-induced soil failures, alongside erosion mechanics. The book presents effective flood and erosion control measures to safeguard vulnerable landscapes and infrastructure. In its final sections, the book highlights emerging tools and technologies that advance soil mechanics research and disaster mitigation practices. Real-world case studies illustrate the application of theoretical concepts and innovative solutions, providing valuable lessons learned from past events. This book is an essential resource for engineers, geoscientists, and disaster management professionals seeking to deepen their understanding of soil mechanics and apply practical strategies for mitigating natural disaster risks.

  • Geology and Production of Helium and Associated Gases

    • 2nd Edition
    • Steven A. Tedesco
    • English
    Geology and Production of Helium and Associated Gases, Second Edition offers a comprehensive examination of the origins, exploration, and extraction of helium, along with other noble and associated gases such as nitrogen, carbon dioxide, and hydrogen. It begins by describing the atomic structure and isotopic variations of helium, highlighting its historical development, diverse applications, and sources—including uranium, thorium, granites, and lithium deposits. The book discusses the behavior and migration of these gases within Earth systems, emphasizing isotope ratios' role in helium exploration. It reviews various exploration techniques, such as basin analysis, geophysical surveys, surface geochemistry, and seismic methods, and discusses specific trap types like anticlines, rifts, and stratigraphic traps. Case histories illustrate the practical aspects of helium accumulation and reservoir classification. The text covers processing technologies for helium extraction, detailing procedures like cryogenics, pressure swing adsorption, and reformatting. Finally, it assesses the current reserves, economic considerations, future trends, and geopolitical factors influencing helium supply, emphasizing its importance for scientific, industrial, and strategic needs in a changing climate and geopolitical landscape. This book provides vital insights for researchers and industry professionals dedicated to understanding and securing Earth's critical helium resources.

  • The Birth of Our Solar System

    From Dust to Planets and Beyond
    • 1st Edition
    • Ritesh Kumar Mishra + 1 more
    • English
    The Birth of Our Solar System: Dust to Planets and Beyond presents a comprehensive exploration of the origin and early evolution of the Solar System, integrating planetary science, cosmochemistry, and astrophysics. It addresses fundamental questions about the Sun–planet system’s birth, the formation of CAIs and chondrites, and the early solar nebula’s evolution, placing Earth’s emergence in broader cosmic context. The narrative progresses through chapters on the beginning, genesis of the universe, solar-system birth scenarios, homogeneity, early solar-system events, and exoplanetary perspectives, supported by theory, observations, and laboratory results. The book aims to equip researchers, graduate students, and educators with a cohesive framework to understand initial solar-system conditions, the processes that shaped planetary architectures, and the implications for planetary habitability and life's origins. Readers will gain a holistic view of cosmochemical timelines, isotopic chronologies, and geochemical signatures that anchor our understanding of planetary formation, enabling cross-disciplinary dialogue and informed interpretation of meteoritic and astronomical data.

  • Molecular Simulations of Clay Minerals

    • 1st Edition
    • Xiancai Lu + 1 more
    • English
    Molecular Simulations of Clay Minerals provides an in-depth exploration of the latest advances in molecular and multiscale modeling techniques applied to clay minerals and their interfaces. The book examines the influence of polarizability on clay-water interactions and offers detailed insights into the structure and dynamics of clay and other layered minerals at the molecular level. It discusses clay hydration processes, thermodynamics, and the molecular mechanisms behind cation exchange, providing a comprehensive understanding of these fundamental phenomena. The text also addresses specialized applications, including atomistic modeling related to geological nuclear waste disposal and storage, highlighting the environmental significance of clay minerals. It explores the complexation of metal cations on clays and the implications for resource extraction, as well as the development of pharmaceutical-clay nanocomposites at the atomic scale, bridging materials science and geochemistry. Additionally, the book looks into multiscale modeling of interactions between clay and organic matter, advancing knowledge on carbon cycling and soil chemistry. Further chapters provide molecular-level insights into methane hydrate formation on clay surfaces and the distribution and mobility of crude oil within clay pores, revealing critical processes relevant to energy resources and environmental remediation. This comprehensive volume equips researchers and practitioners with cutting-edge computational tools and theoretical frameworks to better understand clay minerals, fostering innovations across geochemistry, geology, environmental science, and materials engineering.

  • Industrial Metals, Critical Minerals and Transfer Processes: Effects on the Built Environment

    • 1st Edition
    • Robert Ayuso + 5 more
    • English
    Industrial Toxic Metals, Critical Minerals and Transfer Processes Affecting Human Health in the Built Environment provides a comprehensive examination of the environmental and health impacts of toxic metals and critical minerals within various industrial and urban contexts. The book explores contamination originating from smelter sites, detailing the geochemical behavior and isotope compositions of soils near lead battery recycling and copper smelters across multiple global locations. It highlights the pathways through which fine and ultrafine particles, as well as metals, enter the atmosphere and affect human health, supported by case studies from regions including California, Spain, China, and Sub-Saharan Africa. The text also investigates legacy pollution issues associated with abandoned industrial sites, mineral waste, and agricultural soils, emphasizing the persistence and bioaccessibility of contaminants such as lead, mercury, cadmium, and rare earth elements. Detailed geochemical speciation studies and soil contamination assessments underscore the challenges of remediation and the need for sustainable management practices. Health disparities and regulatory considerations are addressed through analyses of pollution impacts on vulnerable communities and discussions on cooperative management strategies.The book underscores the critical intersection of geochemistry, environmental science, and public health, offering insights into how industrial activities influence human well-being and ecosystem integrity. This work serves as an essential resource for researchers and environmental professionals seeking to understand and mitigate the complex risks posed by toxic metals and critical minerals in the built environment, promoting healthier and more sustainable communities.

  • Precipitation Assessment

    Formation, Assessment and Hazards
    • 1st Edition
    • Wei Zhang
    • English
    Precipitation Assessment: Formation, Assessment and Hazards offers a comprehensive overview of precipitation, bringing together the fundamental principles of formation, the necessary methods and tools for assessment, and key aspects of precipitation hazards. Chapters focus on the formation of precipitation, including contents moisture, clouds and convection, weather systems that create precipitation (frontal systems, cyclones, atmospheric rivers etc.), precipitation types (rainfall and snowfall) and their forming mechanisms. Then, several chapters explore precipitation measurements, types of precipitation data (in-situ data, remote sensing, reanalysis data, and combined products), metrics for precipitation assessment (depth, intensity and extremes), tools for precipitation assessment (IDF curve, PMP and Taylor Diagram).The book closes with a detailed discussion of precipitation extremes as well as considerations in the face of climate change. Readers will appreciate this comprehensive review of the latest developments in precipitation formation, assessment methods, and extreme precipitation hazards.

  • Quantitative Sedimentology

    • 1st Edition
    • Renchao Yang + 1 more
    • English
    Quantitative Sedimentology offers a foundational quantification of depositional processes and sedimentary rocks through numerous case studies that encompass both ancient and contemporary sedimentary deposits. By integrating sedimentology, stratigraphy, geochemistry, and geophysics, the book presents a thorough understanding of sedimentary analysis across continental and marine environments. This interdisciplinary approach deepens the understanding of sedimentary processes and underscores practical applications. Organized into six major chapters, each contributed by specialists in their respective fields, the book begins with a wide-ranging introduction to quantitative sedimentology. It progresses to detailed discussions on statistical analysis methods, including modal analysis for siliciclastic and pyroclastic deposits, as well as microfacies analysis of limestones. Subsequent chapters explore quantitative stratigraphy, sedimentary geochemistry, and the dynamics of sediment transport, with a particular focus on fluvial and eolian systems. The final sections address geophysical considerations, including the quantification of seismic properties relevant to reservoir analysis.Quantitativ... Sedimentology is an essential resource for upper-level undergraduate and graduate students in geology, environmental science, and related disciplines. It is also invaluable for researchers and professionals in sedimentology, geochemistry, geophysics, and the oil and gas industry. This edition includes PowerPoint slides and case studies as additional resources to aid both students and instructors in grasping complex concepts.

  • Sustainability in Geology and Mining

    Cutting-Edge Methods and Technologies
    • 1st Edition
    • Hoang Nguyen + 6 more
    • English
    Sustainability in Geology and Mining: Cutting-Edge Methods and Technologies offers the latest thinking on sustainable and responsible mining practices, including environmental impact assessments and ethical mining regulations. Chapters explore a comprehensive range of topics, including geological exploration techniques and innovative prospecting technologies such as satellite imaging and artificial intelligence. Applications such as mineral resource assessment and estimation methods, various mining techniques, and mineral processing and extraction processes are covered. Discussions on environmental and social considerations, regulatory frameworks, and future trends and challenges offer diverse perspectives and in-depth insights.Readers will find an impressive collection of expert contributing authors who reflect on the industry's growing commitment to ethical and eco-conscious approaches. Practitioners in geology and mining will find a great deal to explore and further consider in this fascinating look at the opportunities for sustainability in mining.

  • Diagenesis

    Subsurface Processes in Sediments and Sedimentary Rocks
    • 1st Edition
    • Kitty L. Milliken + 2 more
    • English
    Diagenesis: Subsurface Processes in Sediments and Sedimentary Rocks examines the chemical and mechanical processes that affect sediment after deposition, which are responsible for the rock properties that we observe in the subsurface. Predicting subsurface rock properties is essential for effective understanding of subsurface systems for a wide range of purposes. The text begins with a detailed review of the nature of diagenesis and its key controls. Then starting materials are examined with detrital grain assemblages. Several chapters explore the mechanical and chemical processes of diagenesis. Finally, the authors analyze the behavior of key mineral and rock components in diagenesis, the many applications of diagenetic concepts, and the role of diagenesis in the rock cycle. Readers will also appreciate additional learning resources for understanding petrographic methods. This invaluable reference offers readers a comprehensive, in-depth understanding of diagenesis and its important applications.

  • Special Rock Mechanics for Cultural Heritage and Reservoir Slopes

    Theory, Modeling, and Applications
    • 1st Edition
    • Wengang Zhang + 5 more
    • English
    Special Rock Mechanics for Cultural Heritage and Reservoir Slopes: Theory, Modeling, and Applications presents a comprehensive study of the unique challenges in understanding and preserving rock formations in culturally significant sites and reservoir slopes.The book begins by outlining the theoretical foundations and practical applications of special rock mechanics, emphasizing the importance of addressing creep and salt weathering processes in sandstone. Advanced modeling techniques, including creep simulation and contact constitutive models, are discussed to elucidate sandstone deterioration mechanisms, while numerical simulations shed light on salt weathering effects and the role of nano-lime reinforcement in mitigating damage. Comparative discussions highlight common failure modes and provide methodological recommendations for modeling workflows. Applications extend to aging deterioration models, hygrothermal-salt interactions, anchoring simulations, and landslide-generated impulse wave modeling, demonstrating the versatility of special rock mechanics in real-world scenarios. Innovative rock damage detection methods are explored, including micro-CT imaging, NMR, SEM, XRD, acoustic emission testing, and 3D laser scanning, integrated into a framework for precise damage identification and parameter assessment. The book concludes with a forward-looking perspective on future research directions.This volume is an essential resource for engineers, geoscientists, and conservationists seeking to apply advanced rock mechanics principles to safeguard cultural heritage and ensure the stability of critical reservoir slopes.

  • Synoptic Meteorology

    A Global Approach
    • 1st Edition
    • Loren White
    • English
    Synoptic Meteorology: A Global Approach is a comprehensive and in-depth textbook that delves into the problems of diagnosing and forecasting daily weather. It provides an overview of the space and time scales of atmospheric patterns in terms of key variables. It integrates the core knowledge of ‘capstone’ practical application to the continually changing conditions in the atmosphere, serving to address their societal impact. With atmospheric science becoming increasingly global and interdisciplinary, this textbook takes on an international scope and is cognizant of multi-scale interactions, climatic and geographic factors. While the focus remains on weather within the troposphere, there is an intentional effort to break down traditional boundaries between mid-latitude and tropical meteorology.The initial chapters explain the basic three-dimensional structure of the lower atmosphere and consider the purposes, scope, and applications of synoptic meteorology. They look at the fundamental principles of dynamics, thermodynamics, and mathematics and four-dimensional variations that encompass and characterize atmospheric systems. From this, the book pivots to the major baroclinic weather systems seen outside of the tropics as well as tropical and subtropical weather systems before surveying processes near the tropopause and surface influences. The final chapters expand on the dynamical and thermodynamic processes that contribute to the evolution of rotating storm systems, numerical forecasting tools, and the research approaches of using field campaign data and numerical modeling.This textbook is an important resource for upper-level undergraduate students and graduate students in meteorology, atmospheric sciences, and climate sciences. Additionally, it would also be useful for researchers and professionals working in weather forecasting, environmental monitoring, and aviation. This textbook contains weather charts, animations, and code as additional resources for students and instructors.

  • Exoplanet Detection Methods

    Uncovering the Evolution of Planetary Systems
    • 1st Edition
    • Volume 1
    • Camilla Danielski
    • English
    Exoplanet Detection Methods: Uncovering the Evolution of Planetary Systems is a comprehensive guide that delves into modern techniques for detecting exoplanets. It explores current methods while unravelling the fascinating story of planetary system evolution. Each chapter is meticulously structured to introduce detection methods, offer step-by-step instructions, analyze datasets, and present available instrumentation. This book caters to both beginners and seasoned researchers, providing them with the means to understand the characteristics and evolutionary timelines of different planetary populations.Beyond methodological insights, the book includes online proposal case studies, curated lists of resources, and further detailed step-by-step methods. This makes it an indispensable companion for those venturing into exoplanetary studies or working on planetary demographics.

  • Pattern Recognition Techniques in Gas Sensing

    • 1st Edition
    • Ajit Khosla + 2 more
    • English
    Pattern Recognition Techniques in Gas Sensing overviews the methods and technologies used to detect and analyze gases through advanced pattern recognition approaches. The book begins by introducing the fundamentals of gas sensors and their unique data characteristics, laying the groundwork for understanding the complexities involved in gas detection. It then explores the basics of pattern recognition, detailing various statistical methods that have been traditionally employed to interpret sensor data. The text looks into Bayesian and probabilistic methods, offering insights into their applications for improving gas sensing accuracy.Cluster analysis techniques are examined as tools for grouping sensor responses to identify specific gas patterns. The integration of machine learning in gas sensing is thoroughly discussed, highlighting how these algorithms enhance detection capabilities by learning from complex datasets. Further, the book presents deep learning techniques, showcasing their power in handling large volumes of sensor data and extracting meaningful features for precise gas identification. Data processing techniques essential for preparing and refining sensor outputs are also covered, providing readers with practical knowledge for real-world applications and future directions.

  • An Introduction to Atmospheric Radiation

    • 3rd Edition
    • Yu Gu + 2 more
    • English
    An Introduction to Atmospheric Radiation, Third Edition is a comprehensive look at radiative transfer and its interaction with the atmosphere, which involves multiple processes that occur over a wide range of spatial-temporal scales. Progress has been made on many fronts in this area and new directions of research continues to emerge. The book will have 9 chapters, starting with the fundamentals of radiative transfer in the atmosphere and followed by its interactions with the atmospheric processes.An Introduction to Atmospheric Radiation, Third Edition has been extensively revised to address the fundamental study, physical understanding, and quantitative analysis of the interactions of solar and terrestrial radiation with molecules, aerosols, and cloud particles in planetary atmospheres through the theory of radiative transfer and radiometric observations made from the ground, the air, and space. Further, it outlines the scientific foundations that are central to our current understanding of atmospheric radiative transfer and how datasets deduced from satellite remote sensing can be combined with radiation parameterizations in weather and climate models to comprehend radiative transfer interactions, including feedback, with greenhouse gases, cloud, and aerosol.The 3rd edition will include definitions of radiation-related terms, literature review for each topic, recent developments, applications of radiation to remote sensing, and climate and climate change, as well as authors’ points of view and opinions on future research direction in this field. The new edition also includes a new chapter on aerosol-cloud-radiat... interactions in climate and climate change.In addition, readers will have access to a powerful, state-of-the-art computational code, Fu-Liou-Gu radiation scheme, for simulating radiative transfer processes in the atmosphere. This computational code has been officially included in the widely used community Weather Research and Forecasting model (WRF), referred to as FLG module, and will be an efficient and excellent educational aid as well as a research tool that can be applied to solve a variety of research problems in atmospheric, climate, and environmental sciences.

  • Earth Observation for Mountain Environments

    Modelling and Mapping Applications for Sustainable Development
    • 1st Edition
    • Bogdan Mihai
    • English
    Earth Observation for Mountain Environments is a vital resource for researchers, students, and practitioners involved in mountain environmental monitoring. This book addresses the critical need for comprehensive, specialized knowledge on remote sensing applications in complex mountainous terrains. It emphasizes the integration of satellite and airborne data with field research to map and model features such as topography, glaciers, vegetation, land cover, and hazards. The content covers the evolution of mountain Earth Observation, current challenges, and innovative methodologies, including multi-sensor data integration and predictive modeling under climate change influences. The chapters are organized to provide a systematic overview of key topics, from historical developments to advanced case studies involving glacier monitoring, vegetation zonation, hazard assessment, and land cover change detection. Each chapter includes detailed methodologies, case studies, and visual aids like flow diagrams, maps, and multimedia materials, enabling practical understanding and application. The book aims to bridge scientific research with regional planning and environmental management, empowering users to make informed decisions based on accurate, high-resolution geoinformation. Its interdisciplinary approach supports sustainable development, risk mitigation, and climate resilience in mountain regions worldwide.

  • Restructuring Critical Mineral Supply Chains

    Resilient Renewables for a Sustainable Future
    • 1st Edition
    • Samuel Chukwujindu Nwokolo + 2 more
    • English
    Resilient Renewables: Restructuring Critical Mineral Supply Chains for a Fair and Sustainable Energy Future explores innovative strategies for transforming critical mineral supply chains to support a sustainable and equitable energy future. The book emphasizes the importance of advanced scenario modeling to assess and enhance supply chain resilience amid increasing global demand and geopolitical challenges. It discusses specific models—such as DSDE, REDDS, ISSCM, GCRE, RCO, and CARI—that are applied to key minerals like copper, lithium, nickel, cobalt, graphite, rare earths, and magnets. These frameworks help forecast future supply uncertainties, optimize resource management, and promote environmentally responsible practices, including recycling and circular economy approaches. The book also examines the geopolitical implications of critical mineral dependencies and proposes data-driven, climate-resilient solutions to ensure stable supplies. By integrating comprehensive modeling techniques with policy and technological insights, it offers a roadmap for building resilient, fair, and sustainable mineral supply chains to meet the energy demands of the future.

  • AI and Remote Sensing for Monitoring, Prediction, and Mitigation of Urban Climate Risks

    • 1st Edition
    • Linlin Lu + 2 more
    • English
    AI and Remote Sensing for Monitoring, Prediction, and Mitigation of Urban Climate Risks provides a comprehensive exploration of the urban heat island (UHI) phenomenon, and the innovative technologies employed to address its challenges.The book begins by outlining the UHI crisis, highlighting the detrimental effects of urbanization on local climates, particularly the increased temperatures in urban environments. It emphasizes the role of remote sensing technologies and diverse data sources in analyzing UHIs, laying the groundwork for advanced research. The text then looks into AI-driven methodologies, showcasing how machine learning and deep learning techniques can enhance urban land classification, estimate urban 3D morphology, and retrieve land surface temperatures. Additionally, it discusses the application of deep learning for predicting UHIs and identifying the driving factors behind their formation, providing valuable insights into urban climate dynamics. In its final sections, the book addresses practical applications of these technologies, including the detection and assessment of heatwave events and urban heat health risk evaluations. It also emphasizes the importance of urban green infrastructure as a mitigation strategy and discusses the transition from data analysis to policy formulation. This essential resource illustrates how AI and remote sensing can be harnessed to monitor, predict, and mitigate urban climate risks effectively, fostering more resilient and sustainable cities.

  • Restoration and Sustainable Development of Mine-Affected Soils and Degraded Lands

    Advances for Natural Resources Conservation and Land Sustainability
    • 1st Edition
    • Jaume Bech + 3 more
    • English
    Restoration and Sustainable Development of Mine-Affected Soils and Degraded Lands: Advances for Natural Resources Conservation and Land Sustainability delves into the latest advancements in sustainable post-mining land development. This comprehensive volume begins by assessing environmental legacies from mining activities, considering their impacts on different environmental spheres such as the pedosphere, biosphere, hydrosphere, and atmosphere. It explores the interconnections between these spheres and the material fluxes that result from mining interventions, offering in-depth analysis for professionals in the field. The book also discusses the prediction and analysis of environmental benefits and challenges related to mine closures and the transition to renewable energy.It includes social and economic opportunities and obstacles of mine closure and the phasing out of coal, viewed from regional, national, and global standpoints. Management approaches are examined, considering environmental, socio-economic, and political challenges, drawing insights from successful experiences and lessons learned. Finally, the connection between soil and human health in mine-affected areas is analyzed, providing a valuable resource for mining engineers, soil scientists, and environmental resource managers.

  • Fundamentals of Acoustic Emission in Geotechnical Engineering

    • 1st Edition
    • Ru Zhang + 3 more
    • English
    Fundamentals of Acoustic Emission in Geotechnical Engineering provides a comprehensive overview of acoustic emission (AE) theory and its practical applications in understanding rock behavior within geotechnical contexts. Sections cover basic principles of acoustic emission and its relevance to monitoring rock damage and failure processes, presenting experimental studies that capture AE signals throughout the entire progression of rock damage and offering insights into the mechanisms driving material degradation. The text also explores the distinct acoustic emission characteristics associated with various rock damage modes, enhancing the ability to identify and differentiate failure processes.In addition, it further investigates the patterns and laws governing the evolution of rock damage as revealed by AE data. Fractal analysis techniques are applied to describe the complex spatiotemporal evolution of acoustic emissions, providing a quantitative framework for interpreting AE signals in rock mechanics. Finally, a significant focus is placed on the prediction of rockbursts, a critical hazard in underground mining and tunneling, using acoustic emission monitoring techniques.

  • Elements of Smog Monitoring and Mitigation

    • 1st Edition
    • Shanawar Hamid + 2 more
    • English
    Elements of Smog Monitoring and Mitigation provides an overview of the sources and processes of smog formation in industrial and agricultural areas, along with its monitoring and mitigation. Chapters describe the past, present, and future scenario of smog effects on human health and the economy while also describing the regulatory frameworks of smog prevention, mitigation, and control. This is followed by an analysis of the physics and chemistry of smog, including precursor conditions and pollutants. Later chapters cover big data and its utilization in the modeling of smog formation, locations, and patterns for preventive and decision-making measures.Additional sections cover various models and techniques for smog and air quality monitoring, small scale devices for monitoring of smog precursors from agricultural and industrial sources, the agricultural sources and mitigation practices of smog, and prevention techniques and technologies from industrial sources, including recent advances in smog and its precursor mitigation such as nano technology and chemical and physical means of smog abatement.

  • Graptolites from the Wufeng Formation (latest Ordovician) in the Yangtze Region of China

    • 1st Edition
    • Chen Xu + 3 more
    • English
    The age and stratigraphic division of the Wufeng Shale has buried an unresolved issue in the Chinese geological community for a long time since its birth. A paper "On the Wufeng Shale" was published in 1954 (Mu, 1954) with a reliable conclusion obtained that the Wufeng Formation belongs to the Upper Ordovician.There are too much insignificant species or subspecies and many wrong identification in the monograph “Upper Ordovician Graptolites of Central China Region” (Mu et al., 1993). It makes confusion of age duration of the Wufengian species. This is the one of reasons for the need to restudy the Wufengian graptolites.In the past two decades, two black shales, the Wufeng Formation (uppermost Ordovician) and the Lungmachi Formation (lower Silurian) in the Yangtze Region have become important shale gas production horizons. Among them, the division and precise comparison of graptolite biozones is an important basis for downhole determination and comparison of shale gas sweet spots. This requires the accuracy and recognized graptolite classification. This is the other one of most important reasons for restudying the Wufengian graptolites.Since 1990s of last century, a large number of Ordovician graptolites, including Wufengian graptolites have been collected for the research on the global boundary stratification of the Ordovician stages in South China. Recently some better preserved graptolite specimens, in particular a few three-dimensional graptolite specimens, have been obtained from Shuibatang section in Guizou. It provided a good opportunity for restudying the Wufengian graptolites. In this book, all the Wufengian graptolites in South China are restudied and revised, in order to clarify their morphological characteristics, systematic classification, temporal and spatial distribution, and evolutionary significance.

  • Intelligent Monitoring of Transport Infrastructure

    Remote Sensing and Analytical Techniques
    • 1st Edition
    • Mercedes Solla Carracelas + 1 more
    • English
    Intelligent Monitoring of Transport Infrastructure comprehensively addresses the challenges of efficiently inspecting, managing, and maintaining transport systems, structures, and networks. It fundamentally proves how transformative the leveraging of cutting-edge instruments and accompanying techniques to enhance data collection, processing, and visualization can be for the field, resulting in more environmentally conscious as well as cost-efficient decision-making operations. From the latest advances in remote sensing, satellite imagery, digital twins, extended reality, and UAV applications to innovative uses of machine learning and artificial intelligence, the book offers a systematic overview whose added value is in the multitude of multi-disciplinary perspectives and invaluable actionable insights that it contributes.The volume is divided into four sections, each of the first three focusing on a key area of development: data collection and analysis; data processing and AI applications; data visualization and management. Finally, the fourth section is fully dedicated to real-world case studies that illustrate data integration methods and the stumbling blocks of inherent implementation practices alongside lessons learnt and workable solution examples that readers from both academia and industry can benefit from, essentially enabling further investigations into enhancing the safety, resilience, and sustainability of transportation infrastructure.

  • AI Below the Surface

    Navigating the Deep Ocean with Intelligence
    • 1st Edition
    • Palanichamy Naveen + 2 more
    • English
    AI Below the Surface: Navigating the Deep Ocean with Intelligence provides a comprehensive overview of how Artificial Intelligence (AI) is utilized in marine science, marine biology, and oceanography. Through its exploration of advanced AI technologies and their interaction with complex underwater ecosystems, this edited volume offers valuable insights into future applications and trends as well as to ethical considerations and challenges. Comprised of twelve chapters authored by global experts in AI, marine biology, and oceanography, the book caters to students, researchers, and practitioners seeking a deep understanding of AI's impact in these fields.This resource serves as an accessible and indispensable guide, shedding light on the transformative role of AI in marine exploration.

  • Principles of Planetary Science

    From the Earth–Moon System to Retrograde Triton and ExoLife
    • 1st Edition
    • Nick Gorkavyi + 2 more
    • English
    Principles of Planetary Science: From the Earth–Moon System to Retrograde Triton and ExoLife offers a captivating journey into the origins and evolution of our Solar System. Designed for students, researchers, and space enthusiasts, this book combines clear explanations with stunning illustrations and online resources to make complex phenomena accessible. It covers fundamental topics such as Earth’s formation, lunar origins, planetary atmospheres, asteroid dynamics, and the mysteries surrounding exoplanets and irregular satellites. The volume emphasizes original models and recent discoveries, encouraging critical thinking and inspiring future research.Whether used as a textbook or reference, it provides a solid scientific foundation while highlighting unresolved problems and intriguing phenomena. The book’s engaging approach aims to foster curiosity, deepen understanding, and motivate exploration of space data through satellite images and telescopic observations. This comprehensive yet accessible volume is an essential resource for anyone interested in the dynamic processes shaping our planetary neighborhood and beyond.

  • Geological History of Earth's Climate

    • 1st Edition
    • F.P. Agterberg + 1 more
    • English
    Geologic History of the Earth’s Climate offers an exhaustive examination of Earth's climate oscillations across the Paleozoic, Mesozoic, and Cenozoic eras. Through advanced mathematical modeling techniques and spectral analysis, it dissects the statistical attributes of meteorological phenomena across geological time boundaries from the Anthropocene to the Quaternary epoch. Central to the book's theory is the Pareto-lognormal distribution, a heavy-tailed frequency distribution that sheds light on the profound impact of greenhouse gas concentrations on an evolving Earth and the impact of these changes on our planet’s dynamics. Geologic History of the Earth’s Climate serves as an indispensable resource for scientists and researcher, providing mathematical approaches to unraveling the intricacies of Earth's climatic past, geological history, dynamics.

  • GeoAI-Driven Earth Observation for Sustainable Development

    Contemporary Advances and Emerging Opportunities Across Scales
    • 1st Edition
    • Achala Shakya + 6 more
    • English
    GeoAI-Driven Earth Observation for Sustainable Development: Contemporary Advances and Emerging Opportunities Across Scales presents a comprehensive overview of how Geographic Artificial Intelligence (GeoAI) is transforming Earth observation technologies to support the achievement of the United Nations Sustainable Development Goals (SDGs).The book begins by outlining the evolution of Earth observation and the integration of machine learning and deep learning techniques that enhance data analysis capabilities. It addresses the challenges and ethical considerations involved in deploying GeoAI, emphasizing the importance of open-source tools, cloud-edge intelligence, and reproducibility in advancing the field. The text explores a wide range of GeoAI applications tailored to specific SDGs, including precision agriculture for food security, urban resilience, disaster risk reduction, forest and biodiversity conservation, and water resource management. It also highlights innovations in air quality mapping, clean energy monitoring, health and well-being, inclusive education, gender equality, sustainable economic growth, and infrastructure development. Additionally, the book discusses policy and governance frameworks that enable the effective use of GeoAI for sustainable development, alongside integrated scenario modeling to bridge science and technology in land-use and cover change. Further, it examines emerging GeoAI applications in groundwater quality, marine and coastal ecosystems, and regional security in the context of climate change.This multidisciplinary volume equips researchers and practitioners with the knowledge and tools to harness GeoAI for addressing complex environmental and societal challenges.

  • Reshaping Geotechnical Engineering with Machine Learning

    Theory, Applications, and Innovations
    • 1st Edition
    • Divesh Ranjan Kumar + 3 more
    • English
    Reshaping Geotechnical Engineering with Machine Learning: Theory, Applications, and Innovations explores the transformative impact of machine learning (ML) on the field of geotechnical engineering. The book begins by examining the broad applications of ML in key areas such as foundation engineering and slope stability, demonstrating how advanced algorithms can enhance predictive accuracy and decision-making. It emphasizes the importance of robust data acquisition and preprocessing techniques, which are critical for the successful implementation of ML models in geotechnical contexts. The text examines the use of machine learning for predicting soil behavior, a complex challenge in geotechnical engineering, and highlights its role in risk assessment and management.In addition, it also addresses the integration of ML with finite element modeling to improve the analysis of tunnel and underground stability. The applications of machine learning in understanding geotechnical materials further showcase the versatility of these techniques. It also covers experimental investigations, including laboratory and field studies, which provide essential data for model training and validation. Through detailed case studies, the book illustrates practical implementations of machine learning, bridging theory and real-world problem-solving.

  • Understanding Faults

    Detecting, Dating, and Modeling
    • 2nd Edition
    • David Tanner + 1 more
    • English
    Understanding Faults: Detecting, Dating, and Modelling reveals the dynamic world of faults and earthquakes. It offers a single resource for analysing faults for a variety of applications, from hazard detection and earthquake processes to geophysical exploration. Chapters explore the intricate processes of fault detection, utilizing various methods to identify and characterize faults in different settings. Numerical modelling techniques are used to simulate fault behaviour and seismic activity, providing insights into fault dynamics and earthquake mechanisms. The book also closely examines faults under laboratory conditions, presenting analogue experiments that study fault growth and behaviour. The dating of fault movement sheds light on the timing of fault activity, providing crucial information for understanding seismic hazards and tectonic processes. Additionally, fault sealing mechanisms and their implications are examined, revealing how faults evolve and interact with their surrounding environment. A unique perspective is offered on faults in the context of the world’s energy transition, by analysing the role of faults in energy-related exploration, such as geothermal energy. By inspecting faults from multiple angles, including geological, geophysical, and energy perspectives, the book provides a comprehensive understanding of fault systems and their significance in various domains.

  • Pointgrammetry Principles And Applications

    Lidar 3d Point Cloud Intelligent Processing
    • 1st Edition
    • Yiping Chen
    • English
    Photogrammetry Principles and Applications: LiDAR 3D Point Cloud Intelligent Processing addresses the growing demand for advanced 3D point cloud processing in geospatial and Earth observation fields. With LiDAR technology playing a vital role in autonomous driving, smart cities, and environmental monitoring, this book offers a systematic overview of core algorithms, including 3D reconstruction, DEM generation, and semantic segmentation that use cutting-edge artificial intelligence methods like deep learning and large language models. It combines foundational knowledge with practical case studies from diverse regions such as Toronto, Xiamen, and Nanjing, illustrating how these techniques are applied in real-world scenarios.The book's content spans hardware descriptions, software workflows, and algorithmic insights, making it suitable for both self-study and academic courses. Featuring templates, flow diagrams, step-by-step processes, and tables, it ensures ease of cross-referencing and practical understanding. Thus, it empowers researchers, students, and industry professionals to process complex, massive point cloud data efficiently, leading to more accurate spatial analysis, environmental assessments, and urban planning.

  • Sediment Quality Assessment and Management in Marine and Freshwater Environments

    Current Approaches, Emerging Tools, and Future Directions
    • 1st Edition
    • Sabine E. Apitz + 1 more
    • English
    Contaminated sediments are a complex and persistent global challenge affecting aquatic ecosystem health, biodiversity, and the sustainable use of water resources. This book provides practical, state-of-the-science guidance on sediment quality assessment and management in marine and freshwater environments, bringing together leading international experts from academia, consulting, government, and applied research. This volume presents contemporary perspectives on the science, policy, and practice of sediment assessment, emphasizing that effective sediment management depends on understanding the physical, chemical, and biological processes that control contaminant fate, exposure, and ecological risk. This foundation also supports consideration of sediment ecosystem services, beneficial reuse, and circular economy principles in modern management strategies.The book is organized into four sections. Part 1 summarizes the current state of practice for investigating sediment quality and interpreting chemical and biological data. Building upon this, Part 2 examines emerging tools and innovative methods for evaluating sediment quality and informing management decisions. Part 3 explores current national and regional approaches to sediment assessment and management. Finally, Part 4 explores the future of sediment assessment and management in the 21st Century, in a rapidly changing world.This volume serves as both a technical reference and a practical guide for environmental scientists, risk assessors, regulators, consultants, and resource managers working on contaminated sediments, aquatic resource protection, dredged material management, and sediment sustainability challenges. It also aims to stimulate continued research and innovation, strengthen the scientific basis for sediment management decisions, and support informed policy development and implementation.

  • Mine Tailings

    Fundamental and Engineering Aspects of Colloidal/Fine Mine Wastes
    • 1st Edition
    • Akira Otsuki + 3 more
    • English
    Mine Tailings: Fundamental and Engineering Aspects of Colloidal/Fine Mine Wastes offers an in-depth examination of mine waste and related issues such as storage, safety, environmental impact, water management, and sustainability. The book begins with a review of regulations and global standards for tailings management that is followed by an analysis of common types of tailings storage facilities. The book delves into the behavior of tailings materials, including particle interactions, dispersion/aggregati... and the rheology of mineral suspensions. It covers soil mechanics and toxic substance treatment, as well as managing the closure and safety of mine waste management facilities.Additiona... it addresses the environmental, social, and governance factors essential for sustainable mining operations, making it a valuable resource for those concerned with mine waste management. This comprehensive text is crucial for researchers and engineers aiming to understand and mitigate the impacts of mine waste.

  • Remote Sensing Techniques for Blue Carbon and Coastal Ecosystem Monitoring

    • 1st Edition
    • Uzair Aslam Bhatti + 2 more
    • English
    Remote Sensing Techniques for Blue Carbon and Coastal Ecosystem Monitoring offers a comprehensive exploration of cutting-edge remote sensing technologies for the effective monitoring and conservation of blue carbon ecosystems, including mangroves and seagrass beds. In the face of increasing threats from emerging contaminants such as plastics, pharmaceuticals, and pollutants, this book highlights the vital role these ecosystems play in carbon sequestration and climate change mitigation. Combining satellite imagery, UAV-based sensing, hyperspectral techniques, and ecological models with GIS integration, it provides both theoretical insights and practical case studies from around the world.Essential for students, researchers, practitioners, and policymakers, this guide equips readers with the tools necessary to assess ecosystem health, inform management strategies, and support sustainable coastal development in a rapidly changing environment.

  • Phanerozoic Large Igneous Provinces

    A Comparative Approach
    • 1st Edition
    • Gregory Shellnutt + 1 more
    • English
    Phanerozoic Large Igneous Provinces: A Comparative Approach offers a comprehensive description of large igneous provinces (LIPs), presenting the geological, geophysical, and geochemical aspects of a selection of Phanerozoic LIPs. The formation of these magmatic provinces, often associated with rapid emplacement, continental break-up, mineral deposits, and mass extinctions, remains a subject of debate and discovery. This book provides a foundational framework by utilizing a template format to facilitate chapter-by-chapter comparisons of the salient features of LIPs. Arranged chronologically, each chapter contributes to a better understanding of large igneous provinces as a whole and allows the reader to appreciate the similarities and differences between individual LIPs. With contributions by experts on each LIP, this book equips readers with state-of-the-art information on 19 important LIPs, including descriptions of geological setting, geophysical characteristics, petrogenesis, volcanology and emplacement mechanisms, geochronology, mineralogy, as well as historical context, unique features, and syntheses. This book presents a new way of looking at LIPs and provides a valuable resource for any reader interested in thesefascinating geological phenomena.

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