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Deep Learning for the Earth Sciences
DEEP LEARNING FOR THE EARTH SCIENCES Explore this insightful treatment of deep learning in the field of earth sciences, from four leading voices Deep learning is a fundamental technique in modern Artificial Intelligence and is being applied to disciplines across the scientific spectrum; earth science is no exception. Yet, the link between deep learning and Earth sciences has only recently entered academic curricula and thus has not yet proliferated. Deep Learning for the Earth Sciences delivers a unique perspective and treatment of the concepts, skills, and practices necessary to quickly become familiar with the application of deep learning techniques to the Earth sciences. The book prepares...
A Dictionary of Geology and Earth Sciences
This new edition includes 10,000 entries which cover all areas of geoscience, including planetary science, oceanography, palaeontology, mineralogy and volcanology. In this edition, 675 new entries have been added, and include expanded coverage of planetary geology and earth-observing-satellites. Other new entries terms such as Ianammox, Boomerangian, earth rheological layering, and metamorphic rock classification. The entries are also complemented by more than 130 diagrams and numerous web links that are listed on a regularly updated dedicated companion website. Appendices supplement the A-Z and have been extended to include three new tables on the Torino Impact Hazard Scale, Avalanche Classes, and the Volcanic Explosivity Index. The list of satellite missions has also been revised and updated to include recent developments. A Dictionary of Geology and Earth Sciences is an authoritative, and jargon-free resource for students of geology, geography, geosciences, physical science, and those in related disciplines.
The Earth Sciences
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Animate Earth
An exciting exploration into how Gaian science can help us to develop a sense of connectedness with the 'more-than-human' world. Written by ecologist Stephan Harding, Animate Earth argues that we need to establish the right relationship with the planet as a living entity in which we are indissolubly embedded - and to which we are all accountable. Now in its second edition, this fascinating book includes a new chapter on fungi, contemplative exercises and an update on the global climate situation. Stephan's work is based on careful integration of rational scientific analysis with our intuition, sensing and feeling - a vitally important task at this time of severe ecological and climate crisis...
The Encyclopedia of the Solid Earth Sciences
From AMETHYST to ARTESIAN SPRING, from COAL GAS to CONTINENTAL DRIFT, from SEISMOGRAM to STROMATOLITE, the Encylopedia of the Solid Earth Sciences provides a comprehensive modern reference text for all the subdisciplines of the Earth Sciences. The Encyclopedia is primarily intended for professional earth scientists and those specializing in related subjects. However, it will also provide an important reference for students of the Earth Sciences and those needing information on terms in current usage. The book contains three main styles of entry: articles up to 1500 words on major topics such as plate tectonics, standard entries of up to a couple of hundred words on topics such as groups of minerals,and brief definitions of, for instance, individual minerals.
The Cambridge Handbook of Earth Science Data
This handbook presents an indispensable compilation of fundamental facts and figures about the Earth. It brings together reliable physical, chemical, biological and historical data in a series of 145 easy to read tables, supplemented by maps, charts and color plates. Eleven sections cover topics spanning the Earth's geosphere, hydrosphere, atmosphere and biosphere, with one section focusing on other bodies in the Solar System. Full references for the original data sources are provided to enable users to access further detail, and the appendix provides practical information on units and conversion factors. Compact and easy to use, this handy book provides a time-saving first point of reference for researchers, students and practitioners in the Earth and Environmental Sciences. It allows scientists easy access to basic information on topics outside their specialization, and is also a convenient resource for non-scientists such as economists, policy makers and journalists.
MATLAB® Recipes for Earth Sciences
Introduces methods of data analysis in geosciences using MATLAB such as basic statistics for univariate, bivariate and multivariate datasets, jackknife and bootstrap resampling schemes, processing of digital elevation models, gridding and contouring, geostatistics and kriging, processing and georeferencing of satellite images, digitizing from the screen, linear and nonlinear time-series analysis and the application of linear time-invariant and adaptive filters. Includes a brief description of each method and numerous examples demonstrating how MATLAB can be used on data sets from earth sciences.
Geoarchaeology
This guidance document covers the use of geoarchaeology to assist in understanding the archaeological record. Geoarchaeological techniques may range in scale from landscape studies to microscopic analysis, and are carried out by practitioners with specialist knowledge about the physical environment in which archaeological stratigraphy is preserved, and excavations take place. The main aim is usually to understand site formation processes, but there may also be issues concerning site preservation, refining field interpretations of archaeological contexts and identifying changes in the physical landscape through time.
Geodetic Time Series Analysis in Earth Sciences
This book provides an essential appraisal of the recent advances in technologies, mathematical models and computational software used by those working with geodetic data. It explains the latest methods in processing and analyzing geodetic time series data from various space missions (i.e. GNSS, GRACE) and other technologies (i.e. tide gauges), using the most recent mathematical models. The book provides practical examples of how to apply these models to estimate seal level rise as well as rapid and evolving land motion changes due to gravity (ice sheet loss) and earthquakes respectively. It also provides a necessary overview of geodetic software and where to obtain them.
A Dictionary of Geology and Earth Sciences
This leading dictionary - now in its fourth edition - offers wide-ranging and authoritative coverage of the earth sciences and related topics in over 7,500 clear and accessible entries. Coverage includes geology, planetary science, oceanography, palaeontology, mineralogy, and volcanology, as well as climatology, geochemistry, and petrology. This new edition has been fully updated and 150 new entries added, with expanded coverage of geology and planetary geology terms. Over 130 line drawings accompany the definitions. The Dictionary also provides recommended web links which are listed and regularly updated on a dedicated companion website. Appendices include a revised geological time scale, an updated bibliography, stratigraphic units, lunar and Martian time scales, wind-strength scales, and SI units. This dictionary is essential for students of geography, geology, and earth sciences, and for those in in related disciplines.
