Spatiotemporal Data Analysis:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Princeton, N.J.
Princeton University Press
2012
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| Schlagworte: | |
| Online-Zugang: | Volltext Volltext |
| Beschreibung: | Biographical note: EshelGidon: Gidon Eshel is Bard Center Fellow at Bard College Main description: 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 |
| Beschreibung: | 1 Online-Ressource (368 S.) |
| ISBN: | 9781400840632 |
| DOI: | 10.1515/9781400840632 |
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| spelling | Eshel, Gidon Verfasser aut Spatiotemporal Data Analysis Princeton, N.J. Princeton University Press 2012 1 Online-Ressource (368 S.) txt rdacontent c rdamedia cr rdacarrier Biographical note: EshelGidon: Gidon Eshel is Bard Center Fellow at Bard College Main description: 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 Raum-Zeit-System (DE-588)4127858-6 gnd rswk-swf Zeitliches Datenbanksystem (DE-588)4407818-3 gnd rswk-swf Datenintegration (DE-588)4197730-0 gnd rswk-swf Geoinformationssystem (DE-588)4261642-6 gnd rswk-swf Dimension 4 (DE-588)4338676-3 gnd rswk-swf Raumdaten (DE-588)4206012-6 gnd rswk-swf Raum-Zeit-System (DE-588)4127858-6 s Raumdaten (DE-588)4206012-6 s Zeitliches Datenbanksystem (DE-588)4407818-3 s Dimension 4 (DE-588)4338676-3 s Datenintegration (DE-588)4197730-0 s 1\p DE-604 Geoinformationssystem (DE-588)4261642-6 s 2\p DE-604 https://doi.org/10.1515/9781400840632 Verlag Volltext http://www.degruyter.com/search?f_0=isbnissn&q_0=9781400840632&searchTitles=true Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Eshel, Gidon Spatiotemporal Data Analysis Raum-Zeit-System (DE-588)4127858-6 gnd Zeitliches Datenbanksystem (DE-588)4407818-3 gnd Datenintegration (DE-588)4197730-0 gnd Geoinformationssystem (DE-588)4261642-6 gnd Dimension 4 (DE-588)4338676-3 gnd Raumdaten (DE-588)4206012-6 gnd |
| subject_GND | (DE-588)4127858-6 (DE-588)4407818-3 (DE-588)4197730-0 (DE-588)4261642-6 (DE-588)4338676-3 (DE-588)4206012-6 |
| title | Spatiotemporal Data Analysis |
| title_auth | Spatiotemporal Data Analysis |
| title_exact_search | Spatiotemporal Data Analysis |
| title_full | Spatiotemporal Data Analysis |
| title_fullStr | Spatiotemporal Data Analysis |
| title_full_unstemmed | Spatiotemporal Data Analysis |
| title_short | Spatiotemporal Data Analysis |
| title_sort | spatiotemporal data analysis |
| topic | Raum-Zeit-System (DE-588)4127858-6 gnd Zeitliches Datenbanksystem (DE-588)4407818-3 gnd Datenintegration (DE-588)4197730-0 gnd Geoinformationssystem (DE-588)4261642-6 gnd Dimension 4 (DE-588)4338676-3 gnd Raumdaten (DE-588)4206012-6 gnd |
| topic_facet | Raum-Zeit-System Zeitliches Datenbanksystem Datenintegration Geoinformationssystem Dimension 4 Raumdaten |
| url | https://doi.org/10.1515/9781400840632 http://www.degruyter.com/search?f_0=isbnissn&q_0=9781400840632&searchTitles=true |
| work_keys_str_mv | AT eshelgidon spatiotemporaldataanalysis |