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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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

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