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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.

  • Deep Learning for Synthetic Aperture Radar Remote Sensing

    • 1st Edition
    • Michael Schmitt + 1 more
    • English
    Deep Learning for Synthetic Aperture Radar Remote Sensing delves into the transformative synergy between synthetic aperture radar (SAR) and cutting-edge machine learning techniques. Traditionally rooted in signal processing, SAR's active imaging capabilities rise above optical limitations, offering resilience to environmental factors like cloud cover. This book showcases how machine learning augments every stage of SAR image processing, from raw data refinement to advanced information extraction. Through comprehensive coverage of acquisition modes and processing methodologies, including polarimetry and interferometry, this book equips readers with the tools to harness SAR's full potential. Aiming to further enhance remote sensing imaging, it serves as a vital resource for those seeking to integrate SAR data seamlessly into the modern machine learning landscape. Deep Learning for Synthetic Aperture Radar Remote Sensing addresses a critical gap in the intersection of SAR technology and machine learning, offering a pioneering roadmap for researchers and practitioners alike. With its emphasis on modern techniques, it serves as a catalyst for unlocking SAR's untapped potential and shaping the future of Earth observation.

  • Planetary Tectonism across the Solar System

    • 1st Edition
    • Volume 2
    • Christian Klimczak + 2 more
    • English
    Planetary Tectonism across the Solar System, Volume Two in the Comparative Planetology series, addresses key questions surrounding planetary tectonism, such our understanding of the global contraction of Mercury, the formation of giant rift zones on Saturn’s icy moons, or the tesserated terrain on Venus. The book makes connections to Earth, such as how deformation on Mercury is both similar and different, and how to apply theoretical considerations behind plate tectonics on Earth to other planets. The book offers up-to-date, accessible and comprehensive discussions on the major tectonic processes and landforms that shape and drive the evolution of planets, moons and smaller bodies. By placing a singular emphasis on comparing tectonic processes and landforms on all relevant Solar System bodies, with the explicit objective of providing a systems-level understanding of this widespread phenomenon, this book is ideal for anyone studying planetary tectonism.

  • Supervised Learning in Remote Sensing and Geospatial Science

    • 1st Edition
    • Aaron E Maxwell + 2 more
    • English
    Supervised Learning in Remote Sensing and Geospatial Science is an invaluable resource focusing on practical applications of supervised learning in remote sensing and geospatial data science. Emphasizing practicality, the book delves into creating labeled datasets for training and evaluating models. It addresses common challenges like data imbalance and offers methods for assessing model performance. This guide bridges the gap between theory and practice, providing tools and techniques for extracting actionable information from raw geospatial data.The book covers all aspects of supervised learning workflows, including preparing diverse remotely sensed and geospatial data inputs. It equips researchers, practitioners, and students with essential knowledge for applied mapping and modeling tasks, making it an indispensable reference for advancing geospatial science.

  • Clay on Mars

    • 1st Edition
    • Volume 12
    • Javier Cuadros
    • English
    Clay on Mars, Volume Twelve delves into the latest advancements in the exploration and characterization of Martian clay. Edited by a team of experts, the book compiles contributions from leading researchers in the field. It begins with introductory content, followed by a detailed examination of remote sensing instruments and in situ analyses from probes and rovers. The initial chapters discuss lithologic and textural context, clay stratigraphy, and other fundamental aspects. The book also explores clay from various sources, including impact craters, lakes, seas, and hydrothermal origins.In addition, it covers detailed examinations of surface alteration, diagenesis, mixed-layer clay minerals, and the potential for astrobiology. The book concludes with intriguing chapters on clays in meteorites and their potential as a natural resource for human missions on Mars, making it a valuable resource for mineralogists and geologists.View promotional video here: https://youtu.be/Y2K...

  • Active Geophysical Monitoring

    • 3rd Edition
    • Hitoshi Mikada + 2 more
    • English
    Active Geophysical Monitoring covers the praxis of active geophysical monitoring in a broad range of applications, Including CCUS, hydrocarbon/geotherm... reservoir development and management, groundwater, earthquake monitoring, and more. The editors and contributing authors thoroughly examine the latest developments and technologies in this new edition.The text begins with an in-depth overview of active geophysical monitoring, followed by a close look at active targets and the latest technology. The theory of data analysis and interpretation follows in detail. The text closes with 15 case histories in signal processing as well as carbon captureand storage.This updated edition is an invaluable resource for geophysicists employing a range of monitoring applications.

  • Can Artificial Intelligence Aid in Forecasting Earthquakes?

    • 1st Edition
    • Bikash Sadhukhan
    • English
    Can Artificial Intelligence Aid in Forecasting Earthquakes? explores the potential of AI in revolutionizing earthquake forecasting and early warning systems. This book delves into the latest advancements in computational intelligence, rule-based approaches, machine learning, and deep learning algorithms. By examining the evolution of research and the current state of earthquake early warning systems, the author sheds light on the data typically used in seismic forecasting. Other significant points include an analysis of various AI techniques for earthquake prediction and early warning, a discussion on the advantages and limitations of AI-based forecasting, and future implications for the field.

  • Geoheritage

    Assessment, Protection, and Management
    • 2nd Edition
    • Emmanuel Reynard + 1 more
    • English
    Geoheritage: Assessment, Protection, and Management, Second Edition provides a comprehensive exploration of geoheritage, beginning with an introduction to geodiversity and progressing to the characterisation of in situ and ex situ geoheritage, its protection and sustainable use. It also offers advanced concepts and methodologies for site assessment, mapping, conservation, visualisation and management, and features 12 case studies spanning five continents.Authored by 75 experts from 22 countries, this edition includes nearly 200 figures and maps. New chapters expand the scope of the first edition to address geoheritage’s links to biodiversity, climate change, natural hazards, ecosystem services, education and cities.This essential resource is perfect for geoscientists and students in the fields of geodiversity, geoheritage, geoconservation and geotourism, as well as professionals involved in nature conservation, protected areas and geoparks.

  • Electromagnetic Methods: Theory and Applications

    • 1st Edition
    • Volume 66
    • English
    Electromagnetic Methods: Theory and Applications, Volume 66 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.

  • Spatial Autocorrelation

    A Fundamental Property of Geospatial Phenomena
    • 1st Edition
    • Daniel Griffith + 1 more
    • English
    Spatial Autocorrelation: A Fundamental Property of Geospatial Phenomena offers a state-of-the-art exploration of one of the most pivotal spatial analysis concepts. Beginning with foundational theories and clear definitions, it sets out the concepts and basic theory of spatial autocorrelation through elaborated conceptualizations and practical examples. In-depth case studies reveal the pervasive influence of spatial patterns in scientific inquiry while anticipating emerging research and innovative techniques. It offers practical methods for quantifying spatial autocorrelation, complete with step-by-step instructions and real-world examples.Spatial Autocorrelation equips graduate students, researchers, and professionals with the knowledge and tools to confidently comprehend, navigate, and apply spatial analysis in their respective domains, making it an ideal companion for technical reference books, and a vital addition to the libraries of any discipline utilizing spatial analysis.

  • Air Pollution and Related Health Risks

    Investigating Environmental Health and Sustainability
    • 1st Edition
    • Umesh Chandra Dumka + 1 more
    • English
    Air Pollution and Related Health Risks: Investigating Environmental Health and Sustainability provides discussion on advanced atmospheric phenomena as they relate to health risks and environmental sustainability. Sections cover challenges, the carcinogenic effects of polycyclic aromatic hydrocarbons on the atmosphere, and reviews of microplastics and organic aerosol compositions. The book's editors also complete a micro and macro analysis of PM2.5 and PM10 spatio-temporal properties in the Himalayan environment, and aerosol radiative and health impacts are also explored. Other sections cover wet deposition and scavenging of atmospheric pollutants and a risk assessment of living-non-living airborne particles to human health.Post-graduate... and early-career researchers in atmospheric sciences, geophysics, environmental science, and meteorology will find much to learn and apply in this valuable resource.

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