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This monograph provides comprehensive coverage of the collection, management, and use of big data obtained from remote sensing. The book begins with an introduction to the basics of big data and remote sensing, laying the groundwork for the more specialized information to follow. The volume then goes on to address a wide variety of topics related to the use and management of remote sensing big data, including hot topics such as analysis through machine learning, cyberinfrastructure, and modeling. Examples on how to use the results of big data analysis of remotely sensed data for concrete decision-making are offered as well. The closing chapters discuss geospatial big data initiatives throughout the world and future challenges and opportunities for remote sensing big data applications. The audience for this book includes researchers at the intersection of geoscience and data science, senior undergraduate and graduate students, and anyone else interested in how large datasets obtained through remote sensing can be best utilized. The book presents a culmination of 30 years of research from renowned spatial scientists Drs. Liping Di and Eugene Yu.
Atlas of Imaging of the Paranasal Sinuses
All the key Radiology cases for your rounds, rotations, and exams -- in print and online!Emergency Radiology presents the challenging cases that are most likely to be encountered by physicians and radiologists in the emergency room. It helps ER physicians correctly interpret images and thus quickly make initial diagnoses on both common and less common disorders. This book can also be used as an effective review guide for those studying for the radiology board exams.Key Features:Examples of critical cases that must be accurately diagnosed to avert potential disaster in daily practice and on examsClearly labeled, high-quality images help you absorb key findings at-a-glanceA scratch-off code in each book that provides a year of free access to a searchable online database of 250 must-know cases, the 100 cases in the book, plus an additional 150 cases available only online
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