By Gidon Eshel
ISBN-10: 069112891X
ISBN-13: 9780691128917
A critical thunderstorm morphs right into a twister that cuts a swath of destruction via Oklahoma. How will we examine the storm's mutation right into a lethal tornado? Avian flu situations are mentioned in China. How will we signify the unfold of the flu, most likely fighting a virus? how one can resolution very important questions like those is to investigate the spatial and temporal characteristics--origin, premiums, and frequencies--of those phenomena. This accomplished textual content introduces complex undergraduate scholars, graduate scholars, and researchers to the statistical and algebraic equipment used to research spatiotemporal facts in various fields, together with weather technological know-how, geophysics, ecology, astrophysics, and medicine.
Gidon Eshel starts off with a concise but designated primer on linear algebra, delivering readers with the mathematical foundations wanted for information research. He then totally explains the speculation and strategies for reading spatiotemporal facts, guiding readers from the fundamentals to the main complex functions. This self-contained, functional advisor to the research of multidimensional facts units includes a wealth of real-world examples in addition to pattern homework routines and instructed exams.
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Spatiotemporal Data Analysis by Gidon Eshel
by Brian
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