Quantitative Geomorphology in the Artificial Intelligence Era: Applications of AI for Earth and Environmental Change focuses on bridging the gaps in this emerging discipline, it delves into the complex interplay between landforms and the processes that shape them, offering innovative solutions through AI and data-driven methods. The book addresses the standards, quality assessment of data, spatial and temporal analysis tools, and rigorous validation techniques in geomorphology. It uses computational intelligence as a pivotal tool alongside GIS, remote sensing, and other advanced technologies. Readers will find a holistic resource that fosters collaboration and knowledge exchange among geological fields, aiming to address geomorphological challenges, hazards, and solutions. By harnessing AI, GIS, remote sensing, machine learning, and geophysical techniques, it offers new dimensions to existing assessment methods and techniques.
Spatial Autocorrelation: A Fundamental Property of Geospatial Sciences offers a comprehensive exploration of one of the most critical concepts in spatial analysis. Beginning with foundational theories and clear definitions, this book thoroughly sets out the concepts and theory of spatial autocorrelation through detailed conceptualisation and practical examples. The detailed case studies illustrate the pervasive influence of spatial patterns in scientific inquiry, with an eye toward future research and innovative techniques. It provides practical methodologies for quantifying spatial autocorrelation, complete with step-by-step guidance and real-world applications. Spatial Autocorrelation equips graduate students, researchers, and professionals with the knowledge and tools to confidently navigate and apply spatial analysis in their respective domains, making it a vital addition to a number of disciplines that utilise spatial analysis.
Computational Methods for Time-Series Analysis in Earth Sciences bridges the gap between theoretical knowledge and practical application, offering a deep dive into the utilization of R programming for managing, analyzing, and forecasting time-series data within the Earth sciences. The book systematically unfolds the layers of data manipulation, graphical representation, and sampling to prepare the reader for complex analyses and predictive modeling, from the basics of signal processing to the nuances of machine learning. It presents cutting-edge techniques, such as neural networks, kernel-based methods, and evolutionary algorithms, specifically tailored to tackle challenges, and provides practical case studies to aid readers.This is a valuable resource for scientists, researchers, and students delving into the intricacies of Earth's environmental patterns and cycles through the lens of computational analysis. It guides readers through various computational approaches for deciphering spatial and temporal data.
Vertebrate Ichnology: Fish Ichnology, Consumption, Burrows and Reproduction, Geoconservation is a comprehensive and meticulously researched review and analysis of the entire vertebrate trace fossil record, shedding light on lesser-known vertebrate traces beyond footprints. From vertebrate burrows to the ichnology of reproduction, each chapter provides valuable insights and up-to-date information. The book explores a wide range of topics, including consumption through coprolites, dentalites, regurgitalites, and other trace fossils that are evidence of vertebrate predation and consumption.This authoritative reference provides students, researchers, and professionals in the field of Earth and Planetary sciences with updated information on the geological heritage of vertebrate ichnosites and their importance in geoconservation efforts.
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.
Jurassic Stratigraphy - Part 1, Volume Nine of the serial Stratigraphy and Timescales, showcases new advances in the field with a collection of engaging chapters. This volume spans a broad range of stratigraphic disciplines and offers insights into recent developments within the geoscientific research community. As a fully commissioned review, it aims to highlight progress in various areas of stratigraphy, including geochronology, magnetostratigraphy, lithostratigraphy, event-stratigraphy, isotope stratigraphy, astrochronology, climatostratigraphy, seismic stratigraphy, biostratigraphy, ice core chronology, cyclostratigraphy, palaeoceanography, sequence stratigraphy, and more.
Climate and Anthropogenic Impacts on Earth Surface Processes in the Anthropocene outlines our current understanding of the effects of ongoing and accelerated environmental changes on Earth surface processes and details the systematic and quantitative methodology on the actual drivers of these processes. This book covers various geomorphological process domains and a wide range of terrestrial surface environments on Earth. It provides a broad spectrum of advanced techniques and methods of data collection and generation, together with various approaches and methods of data analysis and geomorphologic modelling.This book is a valuable resource for upper-level undergraduates, graduates, and academics studying Earth surface processes, as well as researchers and professionals in needing a comprehensive overview of Earth surface process change and influence during the Anthropocene
Encyclopedia of Quaternary Science, Third Edition, Six Volume Set brings together the multidisciplinary expertise needed to understand the history of humans, life, environmental, and climate change to understand what we may expect over the coming decades. Since publication of the previous edition, our understanding of many topics has been revolutionized by new discoveries and new techniques. The development of ancient DNA studies, for example, has revolutionized our thinking about the origins, dispersal, and population dynamics of our ancestors. Every new aDNA analysis from ancient human remains causes the story to become more complex.We are the sole survivors of the genus Homo, yet we harbor genetic fragments from other closely related but long-extinct lineages. The Quaternary is uniquely situated as a laboratory in which to study the shaping of the modern world, including biotic responses to large-scale environmental change. This new edition of this book is the most comprehensive account of state-of-the-art research in this field.
Space Geodesy for Environmental Monitoring Volume, Volume 65 in the Advances in Geophysics series, highlights new advances in the field, with this new volume presenting interesting chapters written by an international board of authors and covering topics such as GNSS for natural hazard mitigation, Space & Earth Data for Global Sea level change monitoring: Current Approaches, Challenges, and Future Prospects, and Crowdsourcing GNSS for geophysical applications.
Safeguarding Mountain Social-Ecological Systems, Volume Two: Building Transformative Resilience in Mountain Regions Worldwide presents an overview of the relevant research in mountain regions worldwide, identifies existing challenges, and provides an understanding of the diversity of mountain ecosystems in different regions. It focuses on understanding, protecting, and enhancing mountain social-ecological systems.This second volume places a stronger emphasis on building transformative resilience in mountain regions, indicating a focus on proactive measures to address challenges and promote sustainable development. It also highlights regional perspectives and case studies and insights from various mountain regions worldwide.