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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.

  • Deep Learning for Multi-Sensor Earth Observation

    • 1st Edition
    • Sudipan Saha
    • English
    Deep Learning for Multi-Sensor Earth Observation addresses the need for transformative Deep Learning techniques to navigate the complexity of multi-sensor data fusion. With insights drawn from the frontiers of remote sensing technology and AI advancements, it covers the potential of fusing data of varying spatial, spectral, and temporal dimensions from both active and passive sensors. This book offers a concise, yet comprehensive, resource, addressing the challenges of data integration and uncertainty quantification from foundational concepts to advanced applications. Case studies illustrate the practicality of deep learning techniques, while cutting-edge approaches such as self-supervised learning, graph neural networks, and foundation models chart a course for future development.Structur... for clarity, the book builds upon its own concepts, leading readers through introductory explanations, sensor-specific insights, and ultimately to advanced concepts and specialized applications. By bridging the gap between theory and practice, this volume equips researchers, geoscientists, and enthusiasts with the knowledge to reshape Earth observation through the dynamic lens of deep learning.

  • Artificial Intelligence in Future Mining

    • 1st Edition
    • Amir Razmjou + 1 more
    • English
    Artificial Intelligence in Future Mining explores the latest developments in the use of artificial intelligence (AI) in mining and how it will impact the industry’s future. The application of data science and artificial intelligence in future mining involves using advanced technologies to optimize operations, improve decision-making, and enhance safety and sustainability in the industry. After a brief history of AI in mining, the book's editors look closely at different AI techniques used. Chapters explore ocean mining, brine mining, and urban mining. With an eye towards sustainability, the editors then review the future of wastewater mining and green mining.The book wraps up with chapters on safety and risk, resource planning, and a larger discussion of the opportunities and challenges of mining with AI in the future. This book is a must-have for researchers and professionals who find themselves at the intersection of mining, engineering, and data science.

  • Artificial Intelligence for Subsurface Characterization and Monitoring

    • 1st Edition
    • Aria Abubakar
    • English
    Artificial Intelligence for Subsurface Characterization and Monitoring provides an in-depth examination of how deep learning accelerates the process of subsurface characterization and monitoring and provides an end-to-end solution. In recent years, deep learning has been introduced to the geoscience community to overcome some longstanding technical challenges. This book explores some of the most important topics in this discipline to explain the unique capability of deep learning in subsurface characterization for hydrocarbon exploration and production and for energy transition. Readers will discover deep learning methods that can improve the quality and efficiency of many of the key steps in subsurface characterization and monitoring.The text is organized into five parts. The first two parts explore deep learning for data enrichment and well log data, including information extraction from unstructured well reports as well as log data QC and processing. Next is a review of deep learning applied to seismic data and data integration, which also covers intelligent processing for clearer seismic images and rock property inversion and validation. The closing section looks at deep learning in time lapse scenarios, including sparse data reconstruction for reducing the cost of 4D seismic data, time-lapse seismic data repeatability enforcement, and direct property prediction from pre-migration seismic data.

  • Ideal and Real Atmospheric Boundary Layers

    • 1st Edition
    • Mathias W. Rotach + 1 more
    • English
    Ideal and Real Atmospheric Boundary Layers is based on the notion that classical books of Boundary Layer Meteorology largely focus on ideal surface conditions, while the actual real circumstances often address situations that are more complex, like over heterogeneous land and in urban and mountain areas.Ideal and Real Atmospheric Boundary Layers starts by covering the basic physical principles used in atmospheric boundary layer meteorology, including atmospheric turbulence, observing and modeling atmospheric boundary layers, and neutral, convective, and stable boundary layers over different types of land surfaces. The second part of the book describes the applications and extension of these principles for real-world circumstances. The book will be of interest to researchers and students in atmospheric science, climate science, and meteorology.

  • Titan After Cassini-Huygens

    • 1st Edition
    • Rosaly M.C. Lopes + 3 more
    • English
    Titan After Cassini-Huygens is the most up-to-date and comprehensive coverage of our knowledge on Titan, including results and insights from the joint NASA/European Space Agency/Italian Space Agency mission Cassini-Huygens and the conclusions drawn by experts following detailed analysis of the mission data. Our knowledge of Titan has increased substantially due to observations from the Cassini-Huygens mission, which ended in 2017. Since then, observations from Earth, as well as laboratory and theoretical studies, have continued to add to our knowledge. These conclusions, combined with the latest ground-based and theoretical research, provide the most recent understanding of the science of Titan, covering the origin and evolution of Titan, its magnetic and plasma environment, surface, interior structure, geology, atmosphere, and the astrobiological potential for the oceans on the moon.The first book of the new COSPAR book series, Titan After Cassini-Huygens, is an integral reference for scientists, researchers, and academics working on Titan or ocean worlds. Part of the COSPAR Book SeriesEdited by Jean-Louis Fellous, former Executive Director of COSPAR (Committee on Space Research; 2008–2019)

  • Optics of the Moon

    • 1st Edition
    • Yuriy Shkuratov + 2 more
    • English
    Optics of the Moon offers a modern approach to lunar remote sensing. It presents methods for interpreting optics of surfaces with complicated structures, in particular, the lunar regolith. For example, this book illustrates how phase-ratio techniques can lead to the detection of surface structure anomalies and describes polarimetric studies of the lunar surface and their use. This book addresses many questions related to the surfaces of the Moon, such as why the Moon looks like a ball at a large phase angle and like a disk in full moon, why the lunar surface has slight color variations, and why at large phase angles its polarization degree closely correlates with albedo.Including historical perspectives, case studies, maps, and figures to enhance the understanding of both theory and techniques, Optics of the Moon is a valuable resource for researchers and students in lunar and planetary science and remote sensing.

  • Digital Terrain Analysis, Third Edition

    • 3rd Edition
    • Igor Florinsky
    • English
    Digital Terrain Analysis, Third Edition synthesizes knowledge on methods and applications of digital terrain analysis and geomorphometry in the context of multi-scale problems in soil science, geology, and polar research. Divided into four parts, the book examines the main concepts, principles, and methods of digital terrain modeling, methods for analysis, modeling, and mapping of spatial distribution of soil properties, techniques for recognition, analysis, and interpretation of topographically manifested geological features, and finally, polar research. This new release provides a theoretical and methodological basis for understanding and applying geographical modeling techniques.

  • Tropical Cyclones and Associated Impacts

    A Global Perspective
    • 1st Edition
    • Gabriele Villarini + 2 more
    • English
    Tropical Cyclones and Associated Impacts: A Global Perspective provides a one-stop-shop for readers interested in the impacts of tropical cyclones, capturing the convergence of knowledge across disciplines and fields. Chapters in this book provide a coherent structure that reflects the hazards associated with these storms (e.g., storm surge, inland flooding and heavy rainfall, damaging winds) and their impacts on many spheres of our lives (e.g., energy, public health). This book is geared towards readers who have an interest in tropical cyclones, with a broad appeal to different audiences ranging from academia to federal and state agencies dealing with these storms.

  • Multi-Scale Precipitation Variability Over the Tropics

    New Insights from Observations and Modelling
    • 1st Edition
    • Parthasarathi Mukhopadhyay + 2 more
    • English
    Multi-Scale Precipitation Variability Over the Tropics: New Insights from Observations and Modelling explores the latest developments in the observation and modelling of tropical precipitation. Researchers will benefit from this detailed analysis of recent advancements in the field. The text first examines recent satellite and RADAR observations and how those breakthroughs enhance our understanding. This is followed by a review of NASA A-train observations as well as extreme events. The editors also look at predicting precipitation variability with a state-of-the-art ensemble forecast system. The text wraps with a discussion of multiscale cloud and precipitation variability with the backdrop of a changing climate.This text will provide researchers with new insights and a deeper understanding of the latest advances in the observation and modelling of tropical precipitation.

  • Vertebrate Ichnology

    Tetrapod Tracks and Trackways
    • 1st Edition
    • Spencer G Lucas + 2 more
    • English
    Vertebrate Ichnology: Introduction, History, Methodology and Devonian-Neogene Tetrapod Tracks is a complete review and analysis of vertebrate trace fossils, including how vertebrate trace fossils inform our understanding of major evolutionary events. It covers all aspects of the vertebrate trace fossil record including tetrapod footprints, fish traces and other trails, burrows, nests and more. Each record is reviewed by prominent experts with extensive illustrations and can be used as a tool to solve problems of vertebrate biochronology and biogeography. Megabiases in the record are identified, and trace fossils applied to analysis and the understanding of major events in the evolutionary history of vertebrates.This is a useful daily reference for paleontologists and geologists; and teaching professors or other researchers working in trace fossils and related fields, including university and graduate students.

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