| ISBN: | 9780691128917
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| eISBN: | 9781400840632
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| 专著题名: | Spatiotemporal Data Analysis |
| 其他题名: | 时空数据分析
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| 作者: | Eshel Gidon
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| 出版者: | Princeton University Press
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| 出版年: | 2011-12-05
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| 国家: | 美国
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| 语种: | 英语
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| 英文摘要: | A severe thunderstorm morphs into a tornado that cuts a swath of destruction through Oklahoma. How do we study the storm's mutation into a deadly twister? Avian flu cases are reported in China. How do we characterize the spread of the flu, potentially preventing an epidemic? The way to answer important questions like these is to analyze the spatial and temporal characteristics--origin, rates, and frequencies--of these phenomena. This comprehensive text introduces advanced undergraduate students, graduate students, and researchers to the statistical and algebraic methods used to analyze spatiotemporal data in a range of fields, including climate science, geophysics, ecology, astrophysics, and medicine. Gidon Eshel begins with a concise yet detailed primer on linear algebra, providing readers with the mathematical foundations needed for data analysis. He then fully explains the theory and methods for analyzing spatiotemporal data, guiding readers from the basics to the most advanced applications. This self-contained, practical guide to the analysis of multidimensional data sets features a wealth of real-world examples as well as sample homework exercises and suggested exams. |
| 资源类型: | 专著
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| 版本: | 1
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| 标识符: | http://119.78.100.158/handle/2HF3EXSE/74183
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| Appears in Collections: | 影响、适应和脆弱性
气候变化与战略
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| Recommended Citation: | |
Eshel Gidon. Spatiotemporal Data Analysis[M]. 1:Princeton University Press,2011-12-05.
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