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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.

  • 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.

  • 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.

  • 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.

  • 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. The text covers 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. The book serves as a valuable resource to emphasize the importance of high-quality, integrated datasets in fostering informed decision-making and advancing research in environmental monitoring, urban planning, and resource management.

  • 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.

  • 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 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.

  • 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. 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. Advancing science and future directions in landslide research are explored, including trends in landslide occurrence, early warning systems, technological innovations, and remaining challenging issues in landslide science. This comprehensive guide offers valuable insights and strategies for understanding, assessing, and managing landslides for a more resilient future.

  • 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. By bridging theoretical knowledge with actionable insights, The Soil Nexus: Understanding Ecosystem Dynamics and Digital Innovations equips readers to navigate complex soil-related challenges while promoting collaborative efforts in soil stewardship.

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