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Author: Gustau Camps-Valls Publisher: John Wiley & Sons ISBN: 1119646162 Category : Technology & Engineering Languages : en Pages : 436
Book Description
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 readers to be ready to use the technologies and principles described in their own research. The distinguished editors have also included resources that explain and provide new ideas and recommendations for new research especially useful to those involved in advanced research education or those seeking PhD thesis orientations. Readers will also benefit from the inclusion of: An introduction to deep learning for classification purposes, including advances in image segmentation and encoding priors, anomaly detection and target detection, and domain adaptation An exploration of learning representations and unsupervised deep learning, including deep learning image fusion, image retrieval, and matching and co-registration Practical discussions of regression, fitting, parameter retrieval, forecasting and interpolation An examination of physics-aware deep learning models, including emulation of complex codes and model parametrizations Perfect for PhD students and researchers in the fields of geosciences, image processing, remote sensing, electrical engineering and computer science, and machine learning, Deep Learning for the Earth Sciences will also earn a place in the libraries of machine learning and pattern recognition researchers, engineers, and scientists.
Author: Gustau Camps-Valls Publisher: John Wiley & Sons ISBN: 1119646162 Category : Technology & Engineering Languages : en Pages : 436
Book Description
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 readers to be ready to use the technologies and principles described in their own research. The distinguished editors have also included resources that explain and provide new ideas and recommendations for new research especially useful to those involved in advanced research education or those seeking PhD thesis orientations. Readers will also benefit from the inclusion of: An introduction to deep learning for classification purposes, including advances in image segmentation and encoding priors, anomaly detection and target detection, and domain adaptation An exploration of learning representations and unsupervised deep learning, including deep learning image fusion, image retrieval, and matching and co-registration Practical discussions of regression, fitting, parameter retrieval, forecasting and interpolation An examination of physics-aware deep learning models, including emulation of complex codes and model parametrizations Perfect for PhD students and researchers in the fields of geosciences, image processing, remote sensing, electrical engineering and computer science, and machine learning, Deep Learning for the Earth Sciences will also earn a place in the libraries of machine learning and pattern recognition researchers, engineers, and scientists.
Author: Edward F. Albin, Ph.D. Publisher: Crown ISBN: 0307433374 Category : Science Languages : en Pages : 225
Book Description
We see it every day, yet we understand so little about Earth. From minerals to meteorites, this book covers every aspect of the science of our world. It breaks this complex discipline into four major sections: geology, oceanography, meteorology, and planetary science, and it gives an overview of the processes of each. Complete with interactive experiments and a glossary, this book makes the study of our planet—and other planets— easier than ever.
Author: Martin H. Trauth Publisher: Springer ISBN: 3662562030 Category : Science Languages : en Pages : 286
Book Description
This second edition is an intensively revised and updated version of the book MATLAB® and Design Recipes for Earth Sciences. It aims to introduce students to the typical course followed by a data analysis project in earth sciences. A project usually involves searching relevant literature, reviewing and ranking published books and journal articles, extracting relevant information from the literature in the form of text, data, or graphs, searching and processing the relevant original data using MATLAB, and compiling and presenting the results as posters, abstracts, and oral presentations using graphics design software. The text of this book includes numerous examples on the use of internet resources, on the visualization of data with MATLAB, and on preparing scientific presentations. As with the book MATLAB Recipes for Earth Sciences–4rd Edition (2015), which demonstrates the use of statistical and numerical methods on earth science data, this book uses state-of-the art software packages, including MATLAB and the Adobe Creative Suite, to process and present geoscientific information collected during the course of an earth science project. The book's supplementary electronic material (available online through the publisher's website) includes color versions of all figures, recipes with all the MATLAB commands featured in the book, the example data, exported MATLAB graphics, and screenshots of the most important steps involved in processing the graphics.
Author: Conrad J. Storad Publisher: Lerner Publications ™ ISBN: 1541506596 Category : Juvenile Nonfiction Languages : en Pages : 41
Book Description
The outside layer of our planet is an active place. Earth's crust is always growing and changing. But do you know how Earth's crust forms? And what happens when its plates shift suddenly? Find out more about the moves that make mountains and ocean ridges in this interesting book!
Author: Edward J. Tarbuck Publisher: Pearson ISBN: 9780134746241 Category : Earth sciences Languages : en Pages : 400
Book Description
Designed to accompany Tarbuck and Lutgens' Earth Science and Foundations of Earth Science, this manual can also be used for any Earth science lab course and in conjunction with any text. It contains twenty-four step-by-step exercises that reinforce major topics in geology, oceanography, meteorology, and astronomy.
Author: Ralph O'Connor Publisher: University of Chicago Press ISBN: 0226616703 Category : Science Languages : en Pages : 557
Book Description
At the turn of the nineteenth century, geology—and its claims that the earth had a long and colorful prehuman history—was widely dismissedasdangerous nonsense. But just fifty years later, it was the most celebrated of Victorian sciences. Ralph O’Connor tracks the astonishing growth of geology’s prestige in Britain, exploring how a new geohistory far more alluring than the standard six days of Creation was assembled and sold to the wider Bible-reading public. Shrewd science-writers, O’Connor shows, marketed spectacular visions of past worlds, piquing the public imagination with glimpses of man-eating mammoths, talking dinosaurs, and sea-dragons spawned by Satan himself. These authors—including men of science, women, clergymen, biblical literalists, hack writers, blackmailers, and prophets—borrowed freely from the Bible, modern poetry, and the urban entertainment industry, creating new forms of literature in order to transport their readers into a vanished and alien past. In exploring the use of poetry and spectacle in the promotion of popular science, O’Connor proves that geology’s success owed much to the literary techniques of its authors. An innovative blend of the history of science, literary criticism, book history, and visual culture, The Earth on Show rethinks the relationship between science and literature in the nineteenth century.
Author: Gerard V. Middleton Publisher: ISBN: Category : Computers Languages : en Pages : 276
Book Description
Exploring the application of MATLAB to the various earth sciences, this text presents an integrated, step-by-step introduction to data analysis and the use of MATLAB.
Author: Robert Frodeman Publisher: ISBN: Category : Science Languages : en Pages : 234
Book Description
For courses in Earth Science, Physical Geology, Physical Geography, Earth System Science and Environmental Philosophy. This collection of essays by scholars in both the earth sciences and philosophy discusses the connections between the earth sciences and contemporary culture, and the changing role of the earth sciences in society.
Author: Thomas McGuire Publisher: ISBN: 9780877201960 Category : Juvenile Nonfiction Languages : en Pages : 774
Book Description
An introduction to the study of earth science. Suitable for grades 8-12, this book helps students understand the fundamental concepts of earth science and become familiar with the Earth Science Reference Tables.
Author: Kevin Nelstead Publisher: Novare Science and Math ISBN: 9780997284546 Category : Languages : en Pages : 528
Book Description
This new text is presented in a style aimed at drawing students into close engagement with the subject matter, providing a solid education and fostering a sense of wonder and responsibility for God's amazing world. This text is perfect for middle school-aged students. It includes all the popular characteristics of Novare textbooks: smaller profile, vibrant, original, and relevant graphics, lucid conversational prose, and an approach that connects students with real-world science as stewards of God's creation. And of course, Novare's guiding principles of Mastery, Integration, and Kingdom perspective are woven throughout this text. Mastery learning is felt in the way key concepts, definitions, and skills are repeatedly brought up so that students rehearse and reencounter materials with a view toward more thorough retention of course content. We integrate relevant subjects such as mathematics, history, language skills, measurement, and more to both enhance the reading and demonstrate the connections that exist between all subjects. And Novare's Kingdom Perspective is evident in the attribution of the marvels of creation to God's creative power. Author Kevin Nelstead regularly draws the reader to appreciate the intricacy and excellence of God's works, tying in scripture where appropriate. Earth Science should be about much more than learning about rocks and mountains and the seasons. Think about how huge God's mandate to humans is that we are to steward and exhibit vice regency over creation! The best Christian curriculum will bring students into the wonder of God's astounding creation and foster the mind of a gracious and caring steward. Within the context of the fascinating study of landforms, minerals and planetary phenomena, many other timely and important topics are covered including conservation of natural resources, climate change, pollution, environmental justice, and the current scientific consensus concerning geologic history.
Author: Gustau Camps-Valls
Author: Gustau Camps-Valls
Author: Edward F. Albin, Ph.D.
Author: Martin H. Trauth
Author: Conrad J. Storad
Author: Edward J. Tarbuck
Author: Ralph O'Connor
Author: Gerard V. Middleton
Author: Robert Frodeman
Author: Thomas McGuire
Author: Kevin Nelstead