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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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • Photogrammetry 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
    Sediment Quality Assessment and Management in Marine and Freshwater Environments: Current Approaches, Emerging Tools, and Future Directions addresses the urgent need for practical, state-of-the-science guidance on assessing and managing contaminated sediments in both marine and freshwater systems. Recognizing the vital role sediments play in water quality, ecosystem health, and human infrastructure, this comprehensive volume bridges the gap between scientific principles and real-world management practices. The book provides a thorough examination of current assessment frameworks, diagnostic tools, and innovative methodologies, while highlighting the unique challenges of transboundary and site-specific sediment management.With contributions from leading experts, it offers clear insights into the biological, chemical, and geophysical factors that influence sediment quality, and explores the latest advances in ecotoxicology, bioavailability, passive sampling, risk assessment, and remediation. Designed for students and researchers of sediment quality, marine biologists, and professionals studying water quality and hydrology, this essential reference equips readers with the knowledge and strategies needed to protect aquatic resources and human uses of the aquatic environment, setting a new standard for sediment quality management worldwide.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • The Soil Nexus

    Understanding Ecosystem Dynamics and Digital Innovations
    • 1st Edition
    • Hamid Reza Pourghasemi + 1 more
    • English
    The Soil Nexus: Understanding Ecosystem Dynamics and Digital Innovations explores the intricate relationships between soil health, ecosystem function, and cutting-edge technologies. This comprehensive book examines the critical role of soil in biogeochemical cycles, microbial dynamics, and sustainable agricultural practices while also addressing contemporary challenges such as climate change and urbanization. Key methodologies, including digital soil mapping, artificial intelligence, and innovative restoration techniques are examined in detail, providing readers with practical insights and case studies that illustrate the real-world applications of these advancements.This book serves as an invaluable resource for soil scientists and environmental researchers engaged in soil studies and management. Graduate students and professionals will find the comprehensive analysis of emerging technologies and methodologies particularly beneficial for enhancing their research and practical applications.

  • 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. The book begins by addressing the quality aspects of EO data, emphasizing the importance of reliable and accurate information for meaningful analysis. It reviews the interaction and integration of various EO datasets, highlighting the necessity of combining diverse data sources to enhance analytical outcomes. In addition, sections cover essential techniques such as downsampling, generalization, and upsampling, 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 data consistency across multidimensional datasets. This harmonization 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 spatial analysis capabilities. It presents comprehensive workflows and tools that facilitate advanced spatial analysis, equipping researchers and practitioners with the necessary resources to harness EO data effectively.

  • 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.

  • SAR Oceanography

    Monitoring Oceanic Dynamics with Synthetic Aperture Radar
    • 1st Edition
    • Weizeng Shao
    • English
    SAR Oceanography: Monitoring Oceanic Dynamics with Synthetic Aperture Radar is an authoritative reference for scientists and professionals involved in marine remote sensing and oceanography. The book addresses the critical need for advanced techniques to observe and analyze ocean surface phenomena such as wind, waves, currents, internal waves, and oil spills using SAR technology. It emphasizes the importance of SAR in tropical cyclone monitoring, providing insights into high-resolution, all-weather, day-and-night observations essential for climate research, disaster response, and maritime safety.The book's content is divided into chapters covering SAR algorithms, applications in different oceanic processes, and recent technological developments. It offers practical case studies and validation methods, making it a valuable resource for researchers, meteorologists, environmental policymakers, and remote sensing specialists. This publication enhances understanding of ocean dynamics and supports sustainable marine management through cutting-edge SAR applications.

  • GNSS Applications to Monitor Natural Hazards

    • 1st Edition
    • Joseph Awange
    • English
    Global Navigation Satellite Systems (GNSS) are a cornerstone of modern geodetic positioning, but their true potential extends far beyond traditional applications. GNSS Applications to Monitor Natural Hazards presents a systematic, step-by-step methodology for leveraging satellite-based positioning to detect, analyze, and mitigate environmental threats—from floods and droughts to seismic shifts and landslides. As climate change intensifies natural hazards, this book bridges the gap between theory and practice, offering researchers, engineers, and policymakers reproducible techniques to enhance early-warning systems. For the first time, it also explores AI-enhanced GNSS, demonstrating how machine learning can unlock real-time hazard prediction and adaptive monitoring. Designed for both experts and newcomers, this work translates cutting-edge research into actionable strategies, empowering readers to harness GNSS technology for a more resilient future. Whether optimizing disaster response or decoding subtle environmental changes, this book is an essential guide to reducing the impact of catastrophic events through innovation.

  • Subsurface Data Assimilation

    Theory and Applications
    • 1st Edition
    • Xiaodong Luo + 2 more
    • English
    Subsurface Data Assimilation: Theory and Applications provides a comprehensive exploration of data assimilation algorithms applied to subsurface characterization and monitoring. The book begins with data assimilation methods, including multilevel data assimilation, coupled data assimilation with machine learning, and generative neural networks for geological parameterization. It also introduces Latent-Space Data Assimilation (LSDA), leveraging deep learning for feature-based analysis and forecasting, and geostatistical seismic inversion techniques. The second part of the book looks into the practical applications of data assimilation in various subsurface problems. Chapters explore CO2 monitoring, geologic CO2 sequestration, and the use of data assimilation for earthquake or CO2 storage scenarios.Hierarchic... data assimilation procedures for carbon storage with uncertain geological scenarios are discussed, along with applications of data assimilation in geothermal energy contexts. The book also addresses practical uncertainty management practices and challenges related to CO2 storage and geothermal energy projects.

  • Remote Sensing for Vegetation Monitoring

    Technologies, Applications and Models
    • 1st Edition
    • Prem Chandra Pandey + 3 more
    • English
    Remote Sensing for Vegetation Monitoring: Technologies, Applications and Models provides insight on the pivotal role that remote sensing plays in vegetation monitoring. As traditional field assessments face challenges due to inaccessible study sites and lengthy data collection, this book offers a comprehensive view of remote sensing applications for monitoring various vegetation ecosystems, including forests, grasslands, mangroves, and agriculture. The book presents a coherent and consistent structure, across five sections that build upon prior knowledge and detail the quantitative and qualitative assessments made possible through remote sensing technologies. Remote Sensing for Vegetation Monitoring: Technologies, Applications and Models caters to a diverse audience, including researchers and practitioners seeking to navigate the evolving landscape of vegetation monitoring through case studies, new algorithms and state-of-the-art methods.

  • Phanerozoic Large Igneous Provinces

    A Comparative Approach
    • 1st Edition
    • Gregory Shellnutt + 1 more
    • English
    Phanerozoic Large Igneous Provinces: A Comparative Approach offers a comprehensive exploration of the intricacies of large igneous provinces (LIPs) by adopting a multidisciplinary approach that unravels the geological, thermal, and biological repercussions of LIP formation. The rapid emplacement of these provinces, often associated with continental break-up, mineral deposits, and mass extinctions remains a subject of intense debate. This book presents an accessible, yet detailed, analysis of several Phanerozoic LIPs, strategically selected for their scientific significance, and arranged chronologically. It provides a foundational reference for LIPs, utilizing a chapter-wide template to facilitate comparisons of crucial aspects and processes. Users will find comprehensive knowledge on over 20 important LIPs, including historical context and uniqueness, geological background, physical characteristics and formations, age and geochronology, mineralogy, and synthesis.

  • The Catchment to Coast Conundrum in Tanzania

    The Past, the Present, and the Future of Water Resources and Anthropogenic Activities
    • 1st Edition
    • Asukile R. Kajuni + 2 more
    • English
    The Catchment to Coast Conundrum in Tanzania: The Past, the Present, and the Future of Water Resources and Anthropogenic Activities is an essential book addressing the interactions between river basins and coastal and marine environments in the West Indian Ocean region (WIO). Key issues include water and sediment quality degeneration due to pollution, physical alteration, destruction of habitats, and changes in freshwater flows and sediment loads. The WIO region is experiencing rapid population growth, causing land-based activities to exert pressure on the marine environment, degrade critical coastal habitats, and alter freshwater flow and sediment loads into the WIO.The book emphasizes the importance of science-based ecosystem-centered management of river basins for the sustainability of ecosystems in the WIO region. It discusses increased human population pressure and inappropriate land uses in upper catchments as major causes of environmental degradation. This comprehensive guide aims to provide students and researchers with essential knowledge about the area and raise awareness on the significance of river restoration and conservation in river basin management, including coastal areas.

  • Physics of the Atmosphere

    • 1st Edition
    • Francisco J. Tapiador
    • English
    Physics of the Atmosphere offers a comprehensive overview of the processes of the Earth-atmosphere system. The text is organized into five parts beginning with a review of the mathematics that supports atmospheric physics. The second part lays the foundation by studying the Earth system, the atmosphere, solar and terrestrial radiation, electromagnetism, and thermodynamics. The third part examines water vapor, clouds, and precipitation. Various systems are detailed, such as tropical weather systems, extratropical cyclones, polar weather systems, mesoscale convective systems, and microscale phenomena. The book closes with a look at measurement and modeling including weather forecasting.Case studies are presented throughout to offer readers real-world examples of these concepts and their applications. This comprehensive survey of atmospheric physics will serve as an invaluable resource for those studying and practicing in meteorology, climatology and other related fields.

  • Multimodal Remote Sensing Fusion and Classification

    Algorithms and Applications
    • 1st Edition
    • Man-On Pun + 1 more
    • English
    Multimodal Remote Sensing Data Fusion for Classification: Algorithms and Applications offers a comprehensive overview of Earth observation data fusion, focusing on multimodal remote sensing. It presents state-of-the-art algorithms and practical applications that enhance understanding of Earth's dynamic processes. Through detailed analysis, case studies, and practical examples, this book equips readers with the necessary tools to effectively utilize multimodal data fusion for land cover and land use classification, as well as environmental monitoring, making it an invaluable resource for those in remote sensing and Earth sciences.Furthermore... the book is tailored for Masters and Doctorate students, scientists, and professionals in remote sensing, geography, and Earth sciences. It delves into the integration and analysis of multimodal remote sensing data, offering insights into sustainable solutions for environmental challenges. This comprehensive coverage ensures readers are well-versed in the cutting-edge techniques and methodologies required for advanced Earth observation and classification tasks.

  • Rock Fracture

    Theories, Modeling Methods, and Engineering Applications
    • 1st Edition
    • Shibin Tang + 1 more
    • English
    Rock Fracture: Theories, Modeling Methods, and Engineering Applications explores the principles and advanced techniques used to understand and predict rock fracture behavior. Sections discuss the theoretical framework of fracture mechanics, examining how factors like T-stress influence brittle rock failure under various loading conditions, including compression and tension. It then discusses various modeling approaches for crack propagation, such as fracture mechanics criteria, localized stress models, and their applications to different rock specimens and fault configurations. Hydraulic fracturing theories, including numerical models for fracture initiation and propagation around boreholes, along with the effects of end friction and jointed rock mass failure are also addressed.Finally, the book investigates the progressive failure of rock slopes, emphasizing the importance of numerical simulations to anticipate failure modes like toppling and shear failure. This comprehensive treatment underscores the importance of combining theoretical understanding with modeling techniques to optimize engineering practices. Ultimately, this book offers valuable insights for researchers and engineers committed to safer and more efficient rock engineering solutions.

  • Big Data Mining and Machine Learning in Geoscience

    • 1st Edition
    • Yongzhang Zhou + 4 more
    • English
    Big Data Mining and Machine Learning in Geoscience offers a comprehensive overview of techniques and applications of data science in the geosciences. Sections cover essential, foundational concepts in data cleaning and preprocessing, thus ensuring the quality and reliability of geoscientific data. Next, the book explores dimensionality reduction methods designed to simplify high-dimensional data without losing critical information. The text covers classification and prediction techniques that enable the identification of patterns and forecasting of geological phenomena, and graphical data processing and handling of infinite stream data and time series are highlighted, along with their importance in real-time monitoring and dynamic systems analysis.In addition, the book explores advanced machine learning and deep learning methods, showcasing their transformative impact on geoscientific research. It also introduces knowledge graphs and large language models as emerging tools that enhance data integration, interpretation, and discovery. AI-driven geology is presented as a forward-looking approach that leverages artificial intelligence to revolutionize traditional geological practices, offering improved accuracy and insight. Throughout, practical examples and case studies illustrate how these technologies can be applied to solve complex problems in geoscience.

  • Advances in Remote Sensing for Forest Fire Management

    Technologies, Applications, Case Studies and Future Directions
    • 1st Edition
    • Carmen Quintano + 3 more
    • English
    Advances in Remote Sensing for Forest Fire Management: Technologies, Applications, Case Studies and Future Directions provides a theoretical foundation to Earth Observation methodologies, algorithms, and technologies for analyzing forest fires. From detection to damage assessment, this book offers a comprehensive understanding of forest fires, incorporating insights from remote sensing, ecology, forest management, and meteorology. Through real-world case studies and the utilization of state-of-the-art deep learning and artificial intelligence (AI) algorithms on remote sensing data, readers will gain a multidisciplinary perspective on forest fire management. This is essential for graduate students, researchers, and professionals seeking to utilize remote sensing techniques to further their research and knowledge of forest fire management through cutting-edge remote sensing technologies and interdisciplinary insights.

  • Ground Penetrating Radar

    Theory and Practice
    • 2nd Edition
    • Erica Carrick Utsi
    • English
    Ground Penetrating Radar: Theory and Practice, Second Edition provides well-thought-out, fully updated, and expanded coverage of this NDT, trenchless technique for investigating the subsurface. Written by a recognized field specialist, the volume clearly explains not only how the technology works with introductions to the underlying physics and formation of signal patterning, but also spotlights how it can be successfully applied, including experiential insights into how parameters such as wavelength, attenuation (loss), environment, target size, and depth need proper consideration in any sampling strategy to obtain good survey results.Additional chapters explore a variety of methods for velocity calibration and suggest where they may be useful, review data processing, and address signal loss in challenging soil conditions and potential problem environments with a suite of useful resolution best practices. New to this edition are discussions on specialist GPR applications and state-of-the-art innovations (e.g., data digitization tools; machine learning, deep learning, artificial intelligence to improve detection and reliability in data interpretation; and robotization).

  • Stratigraphy & Timescales

    • 1st Edition
    • Volume 11
    • English
    Stratigraphy & Timescales series, highlights new advances in the field, with this new volume presenting interesting chapters. Each chapter is written by an international board of authors.

  • Quantitative Methods in Stratigraphy

    A Multi-Proxy Palaeoenvironmental Analysis of Outcrop and Core Data
    • 1st Edition
    • Ondřej Bábek
    • English
    Quantitative Methods in Stratigraphy: A Multi-Proxy Palaeoenvironmental Analysis of Outcrop and Core Data explores the current advances in technology, offering a wide range of quantitative geophysical, geochemical, and spectral methods, which are less expensive, timesaving, and often non-destructive. The book first outlines the main principles and applications of stratigraphy and paleoenvironmental analysis. Chapters then work methodically through quantitative data in stratigraphy, gamma-ray methods, magnetic susceptibility and magnetometry, and diffuse reflectance spectroscopy. Near infrared (NIR) and Fourier-transform infrared (FTIR) spectroscopy as well as energy-dispersive X-ray fluorescence (EDXRF) spectroscopy are reviewed in- depth.With the wide range of now affordable quantitative methods, high-resolution sampling, and large datasets available across strata, outcrop research can offer unprecedented potential for outcrop-to-core-to-w... log correlation, and subsequent (paleo)environmental analysis while keeping data reproducibility at a high level.This book serves as a useful reference guide for geoscientists, academicians, and researchers, helping them keep pace with advances in technology and instrumentation and conduct state-of-the-art research in geosciences.

  • EnviroGIS

    Geographic Information Systems in Environmental Analysis
    • 1st Edition
    • Jesús Rodrigo-Comino
    • English
    EnviroGIS: Geographic Information Systems in Environmental Analysis is a comprehensive and timely textbook that provides a foundation for those considering further research in GIS, environmental sciences, or geosciences. It offers a thorough understanding of how to initiate a GIS course in Geosciences, introducing the importance of GIS by taking a step-by-step approach for delineating the study area. This book provides diverse ideas, data, and practical examples for both replication and reference to students, scientists, and lecturers engaging with GIS and environmental science, particularly areas focused on Earth Surface Processes using tools like ArcGIS Pro, QGIS, Terrset/Idrissi, Google Earth Engine, R, and Pix4D.In the first part, the textbook delineates the importance of GIS. Moving on, in the second part it focuses on the most relevant topics in environmental analysis. It outlines the preparation of seminars related to changing scales, soil, plant, and catchment dynamic processes, such as erosion and interpolations. Covering topics such as data mining, and connectivity processes, EnviroGIS highlights the way in which Artificial Intelligence enables the creation of accurate forecasts of challenging-to-predi... Earth surface processes. Additionally, the biosphere is delved into to show how GIS courses assess fauna and vegetation within natural or human ecosystems. The final part of the book is centered on specific cases, considering different GIS data formats including shapefiles, multilayer projects, and recent natural hazards or disasters, such as volcanic eruptions or hillslope degradation due to human activities.

  • Geomorphic Impacts of Earthquakes

    Post-Seismic Landscape Evolution
    • 1st Edition
    • Tim Davies + 2 more
    • English
    Geomorphic Impacts of Earthquakes: Post-Seismic Landscape Evolution summarizes the full range of landscape alterations that can result from large earthquakes, ranging from slope instability and river aggradation to prograded coastlines. The book underpins the consequences of major earthquakes, which are increasing as Earth’s population burgeons and climate and anthropogenic effects are ongoing. Although the damage to society that results directly from the shaking and ground rupture in large earthquakes is well known, the consequential effects of seismicity on the landscape causes earth surface deformations and hazards that are only now being fully understood.This book will help readers professionally engaged in the Earth sciences be better prepared to assess the full range of natural hazards that threaten particular locations, and to work out how to evaluate their contribution to societal risks.

  • Harnessing Earth Observation for Coastal Engineering

    • 1st Edition
    • Debashis Mitra + 3 more
    • English
    Harnessing Earth Observation for Coastal Engineering addresses the intersection of cutting-edge geoinformatics technologies and coastal engineering to tackle challenges in coastal processes and natural hazards. By offering robust methodologies and algorithms, the book equips students, researchers, and engineers with practical tools for immediate application. The global, real-world case studies provide insights into diverse decision-making tools and global perspectives on geoinformatics in coastal engineering and examples of the methodology in action. It goes on to promote protection and resilience by integrating geoinformatics seamlessly into coastal engineering practices, advancing knowledge and practice in the field.Users will find a great resource that not only addresses the pressing need for leveraging modern remote sensing and GIS technologies but also provides a blend of research insights and practical applications exploring advanced algorithms and techniques, allowing readers to effectively utilize new sensor data, extract vital information, and implement sustainable solutions in coastal zones worldwide.

  • Remote Sensing, Big Data, and GeoAI

    Exploring Applications with Geospatial Insights
    • 1st Edition
    • Erin Bunting + 3 more
    • English
    Remote Sensing, Big Data, and GeoAI: Exploring Applications with Geospatial Insights is an in-depth analysis of the transformative power of AI and Big Data in remote sensing. This book provides readers with the knowledge and tools to utilize these technologies to enhance decision-making and analysis. Starting from fundamental concepts, it progresses to advanced applications, offering accessible explanations and real-world examples to bridge the gap between theory and practice. The book uses a structured format to balance theoretical knowledge with immersive case studies, giving readers a deeper understanding of practical implications.It also covers ethical and legal considerations, making it an invaluable resource for researchers, professionals, and students keen on using AI and Big Data techniques in remote sensing to solve complex geospatial challenges.

  • Metallophytes in Mineral Mining

    • 1st Edition
    • Vimal Chandra Pandey + 3 more
    • English
    Metallophytes in Mineral Mining offers a cutting-edge look at the emerging technology of phytomining (or agromining) for the farming of metals in metal-rich soils. Metallophytes-based mineral mining is a rapidly growing field due to its potential contribution to socio-economic and ecological sustainability. The authors begin with a thorough overview of metallophytes and the analysis of metal-rich soils. The following chapters look closely at phytomining versus phytoremediation, metal transporter in hyperaccumulator plants, and microbe-assisted phytomining. The authors also carefully consider the implications of conserving metallophytes biodiversity. Finally, several case studies of valuable metals in agromining round out the chapters. This pioneering text provides the latest work and perspectives on metallophytes in mineral mining and how it may support sustainability.

  • Lunar Exploration

    • 1st Edition
    • Volume 67
    • English
    Advances in Geophysics, Volume 67 highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors. Sections in this new release include Introduction to the special issue, Electromagnetic induction in the Earth's mantle and oceans: Forward and inverse modeling, Marine controlled source and magnetotelluric methods, Probing the Lunar Interior with Electromagnetic Geophysical Methods, and Sensor development and applications in mineral exploration.

  • Baseline Geoscience Data Generation for Sustainable Exploration of Natural Resources

    • 1st Edition
    • O.P. Mishra + 1 more
    • English
    Baseline Geoscience Data Generation for Sustainable Exploration of Natural Resources offers a comprehensive examination of the critical role that baseline geoscience data plays in the sustainable exploration of natural resources. The book highlights the importance of global geophysical mapping as a catalyst for mineral exploration, providing an overview of various geophysical techniques essential for generating baseline data. It explores advanced methodologies in potential field surveying, geoelectrical surveying, electromagnetic techniques, and remote sensing, underscoring their applications in sustainable resource management. The text also examines geospatial surveying techniques, including GIS and GPS, and introduces innovative drone-based geoscientific surveying methods that enhance data collection efficiency.Additiona... the book covers seismic surveying techniques and marine mineral resource exploration, offering a global perspective on national geophysical mapping programs and their significance in mineral exploration. The discussion on emerging technologies, including artificial intelligence and machine learning, emphasizes the need for ethical considerations in resource exploration. Through case studies and practical applications, readers gain insights into effective data acquisition planning and strategies for utilizing geophysical applications in mineral exploration.

  • Satellite Remote Sensing

    Past, Present and Future
    • 1st Edition
    • William J. Emery
    • English
    Satellite Remote Sensing: Past, Present and Future reviews the evolution of Earth remote sensing, from earlier technologies in aerial and satellite remote sensing of the Earth that paved the way for current techniques to current uses and applications. In addition, the book covers future capabilities and research goals. Sections discuss novel applications, interdisciplinary functions, and outline current uses and limitations of various remote sensing technologies, thus putting into context how breakthroughs were made in developments. This is a valuable reference for students, professors of foundational remote sensing courses, and researchers and professionals seeking a wider understanding of remote sensing and its capabilities.

  • Applied Hydrology and Green Infrastructure Systems

    • 1st Edition
    • Joseph Schulenberg + 2 more
    • English
    Applied Hydrology and Green Infrastructure Systems combines theoretical insight with practical applications. This textbook captures the latest developments in green infrastructure and offers the skills that are necessary to interpret and solve complex hydrology and hydraulics problems. Integrating traditional hydrologic principles with cutting-edge green infrastructural solutions, it provides a foundation into groundwater dynamics, hydrological processes, and sustainable sewer design. It paves the way for understanding the importance of environmentally conscious practices in water resource management.The book is divided into three parts. Part One offers a deep exploration of groundwater dynamics and describes saturated and unsaturated flow principles. It then explores steady-state and transient well hydraulics, flow nets, and strategies for ensuring sustainable groundwater availability. Part Two largely focuses on hydrology, diving into surface runoff processes, unit hydrographs, and the application of NRCS unit hydrograph methodology. Probability and statistics in hydrology are introduced followed by hydrologic frequency analyses. Lastly, Part Three describes sewer design, green infrastructure, and water transmission. The principles of sewer system design with an emphasis on sustainability and the integration of green infrastructure are discussed.Applied Hydrology and Green Infrastructure Systems is a valuable resource for upper-level undergraduate students in environmental sciences studying engineering hydrology, hydraulics and hydrology. It is also useful for engineers, urban planners, and consultants who are looking for practical guidance to incorporate green infrastructure into urban design and development. This textbook contains case studies, self-assessments, spreadsheet shells, and a solutions manual as additional resources for students and instructors.

  • Fractal Soil Mechanics

    • 1st Edition
    • Yongfu Xu
    • English
    Fractal Soil Mechanics, Second Edition presents a detailed approach to understanding soil behavior by applying fractal geometry to characterize soil structure and mechanics. Drawing on over 30 years of research, the author develops original fractal models that link the micro-scale complexity of soil pores and particle fragmentation to macro-scale mechanical properties. The book systematically explores fractal dimensions of soil surfaces and particles, methods for their determination, and their application in modeling unsaturated soil mechanics, effective stress principles, swelling behavior of expansive soils, and shear strength criteria. Through comprehensive theoretical development, experimental data analysis, and numerical simulations, the book offers fresh insights into soil-water interactions, scaling laws, and critical state behavior, providing a robust framework for researchers and engineers to predict soil performance with greater accuracy. The book equips researchers, postgraduate students, and practicing engineers with innovative tools and perspectives to tackle complex soil mechanics problems, bridging the gap between empirical soil mechanics and microstructural analysis.

  • Handbook of Satellite Land Products

    • 1st Edition
    • Shunlin Liang + 1 more
    • English
    Handbook of Satellite Land Products compiles the key information of as many satellite products as possible for each essential land variable. It provides a comprehensive list of openly accessible high-level satellite products that characterize the essential land surface variables of the Earth system, including the original data sources, inversion algorithms, product characteristics, validation accuracy, and any existing applications. Each product includes satellite data inversion methodology and high-level product generation and application information, allowing for comparison of different products and selection of the correct ones for different applications.This book will help researchers, professors, and graduate students grasp the knowledge of existing satellite land products, understand the advantages and limitations, and follow the practical application examples.

  • The Geoinformatics Frontier

    AI, Big Data, and Crowdsourced Technologies
    • 1st Edition
    • Kleomenis Kalogeropoulos + 3 more
    • English
    The Geoinformatics Frontier: AI, Big Data, and Crowdsourced Technologies tackles the critical challenge of integrating Geoinformatics, AI, Big Data, and VGI; offering a comprehensive introduction to these pivotal concepts, the book elucidates their foundations and relevance to Geoinformatics. It approaches builds on the theory discussed with practical guidance, examples, and detailed case studies; equipping readers with the knowledge needed to effectively implement them. The book presents case studies spanning various sectors, showcasing how the technologies can be successfully employed to address intricate spatial issues and facilitate well-informed decision-making for the complexities of managing large-scale spatial datasets. It also provides indispensable insights into data collection, storage, quality control, and fusion techniques, offering practical solutions to the challenges of data storage, processing, and analysis. The Geoinformatics Frontier serves as an indispensable guide, bridging the gap in understanding and practice for geospatial scientists, empowering readers to harness the transformative potential of Geoinformatics and advanced computer technologies.

  • Integrative Sensing Strategies for Disaster Management

    • 1st Edition
    • Danlin Yu + 1 more
    • English
    Integrative Sensing Strategies for Disaster Management explores the synergy between airborne remote sensing and social data in addressing disaster management. The book provides a framework for leveraging diverse data sources to enhance response and resilience. Detailed chapters cover the fundamentals of remote sensing, data integration techniques, and ethical implications, showcasing practical case studies in urban flooding, air quality monitoring, and pandemic evaluation. The book is an essential resource for postgraduates, PhD students, researchers, and professors in Earth observation and disaster management.Users will find this book to be a great resource for advancing their understanding of integrated sensing technologies, including current challenges and emerging trends, and tactics on how to implement innovative solutions.

  • Geospatial Techniques in Climate Change Monitoring and Environmental Mapping

    An Interdisciplinary Approach to Risk Reduction
    • 1st Edition
    • Volume 11
    • Jung-Sup Um + 3 more
    • English
    Geospatial Techniques in Climate Change Monitoring and Environmental Mapping: An Interdisciplinary Approach to Risk Reduction presents a comprehensive examination of innovative geospatial methods utilized to address the challenges posed by climate change across various sectors. The book encompasses a wide array of topics, including the application of remote sensing in agriculture, urban climate change mitigation, and the evaluation of land use effects on surface temperatures. It highlights the integration of advanced technologies such as machine learning and satellite imagery to enhance drought risk mapping, deforestation detection, and flood prediction, providing valuable insights into environmental sustainability. Moreover, the text emphasizes participatory approaches and the role of local communities in climate resilience. By synthesizing interdisciplinary perspectives, the book underscores the importance of collaborative efforts in developing effective mitigation and adaptation strategies. Ultimately, this work serves as a vital resource for researchers and practitioners committed to leveraging geospatial techniques for effective climate change risk reduction and environmental management.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.

  • GeoAI for Earth Observation Imagery

    Fundamentals and Practical Applications
    • 1st Edition
    • Dalton Lunga + 1 more
    • English
    GeoAI for Earth Observation Imagery: Fundamentals and Practical Applications comprehensively covers methodologies of AI and Machine Learning applications of image processing for Earth Observation (EO) Imagery. As traditional image processing methods face challenges with handling vast volumes of EO imagery, leading to efficiencies and limitations when extracting meaningful insights, AI-driven approaches can enhance the efficiency, accuracy, and scalability of image processing. Chapters cover essential methodologies including atmospheric compensation, image enhancement techniques like deblurring and superresolution, and advanced analysis methods such as semantic segmentation and object detection.Cutting-ed... approaches to computing, automating, and optimizing image processing tasks are also covered. Additionally, emerging trends in GeoAi and their implication on future research are reviewed. The book serves as an essential guide for navigating the complexities of spatial data and equips readers with knowledge to enhance their analytical capabilities.

  • The Trench Biosphere at the Bottom of the Ocean

    Progress and Challenges
    • 1st Edition
    • Jiasong Fang + 2 more
    • English
    The Trench Biosphere at the Bottom of the Ocean: Progress and Challenges provides a comprehensive and critical analysis of the trench biosphere, examining the geological and physiochemical constraints on trench microorganisms (bacteria, archaea, fungi) and fauna, along with their molecular adaptation mechanisms to extreme conditions. Edited by experts in the field, the book addresses the presence of emerging and legacy environmental pollutants in trenches, state-of-the-art technologies and devices for sampling and analysis, and introduces a big-data platform for curating biological, genetic, and natural product resources in hadal trenches. A necessary guide for students and researchers in the field of Environmental Science, this book provides the latest information on biological processes and the biological and genetic resources found in the deep ocean.

  • Biohydrometallurgy of Rare Earth Ores

    • 1st Edition
    • Hongbo Zhao + 3 more
    • English
    Biohydrometallurgy of Rare Earth Ores offers an in-depth exploration of innovative bioleaching techniques for the extraction of rare earth elements that is critical for various high-tech applications. The book begins with foundational concepts in bioleaching, explaining how microorganisms and their metabolites can facilitate the extraction of REEs from ores. Further sections examine different biological approaches, including the use of native and genetically improved microorganisms, and highlight the role of coordination chemistry in enhancing leaching processes. The text also delves into comparative analyses of chemical versus bioleaching methods, emphasizing the advantages of biological techniques in terms of efficiency and environmental sustainability.Addit... the book addresses the environmental impacts of bioleaching practices, providing a holistic view of the sustainability of these methods while also detailing the recovery processes of REEs from bioleaching solutions and exploring various methods such as inorganic and organic precipitation, biosorption, and the utilization of waste-derived metabolites. It will serve as a valuable resource for researchers, practitioners, and industry professionals interested in the sustainable extraction of rare earth elements.

  • Mechanical Anisotropy of Tropical Residual Soil

    • 1st Edition
    • Xinyu Liu + 1 more
    • English
    Mechanical Anisotropy of Tropical Residual Soil provides an in-depth exploration of the directional dependence of mechanical properties in tropical residual soils, a critical factor influencing geotechnical behavior and engineering applications in tropical regions. The book begins by outlining the fundamental geotechnical properties unique to tropical residual soils, setting the stage for a focused investigation into their mechanical anisotropy. It presents a comprehensive experimental framework designed to analyze anisotropic behavior, emphasizing both shear strength and stiffness variations with direction. Sections explore the soil’s response to principal stress rotation, highlighting how stress orientation affects soil performance and structural stability.The book further examines the origins of mechanical anisotropy, discussing the microstructural and geological factors that contribute to this phenomenon. Throughout, the book integrates experimental findings with theoretical insights to provide a holistic understanding of anisotropic characteristics. Concluding with a summary and future outlook, the work identifies gaps in current knowledge and suggests directions for further research, aiming to improve predictive models and practical design approaches for tropical residual soils.

  • Environmental and Health Issues in Unconventional Oil and Gas Development

    • 2nd Edition
    • Debra A Kaden + 1 more
    • English
    Environmental and Health Issues in Unconventional Oil and Gas Development, Second Edition presents a non-partisan perspective on directional drilling and hydraulic fracturing, addressing implications for various stakeholders. The book reviews the transformations in UOGD practices, advancement in monitoring technologies, and the new issues identified by both governmental and non-governmental entities. Key topics include the economics of hydraulic fracturing, methane emissions, decarbonization, and responsibly sourced gas, along with climate risk and mitigation. Water quality and waste impacts are examined, followed by discussions on occupational health, public health, and risk communication. The book also covers environmental justice and corporate governance.

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