Spatiotemporal data analysis:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Princeton
Princeton University Press
c2012
|
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Includes bibliographical references and index "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 (xvi, 317 p.) |
| ISBN: | 1306661412 1400840635 9781306661416 9781400840632 |
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Datensatz im Suchindex
| _version_ | 1804175497090826240 |
|---|---|
| any_adam_object | |
| author | Eshel, Gidon |
| author_facet | Eshel, Gidon |
| author_role | aut |
| author_sort | Eshel, Gidon |
| author_variant | g e ge |
| building | Verbundindex |
| bvnumber | BV043093780 |
| collection | ZDB-4-EBA |
| ctrlnum | (OCoLC)872694292 (DE-599)BVBBV043093780 |
| dewey-full | 519.5/36 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/36 |
| dewey-search | 519.5/36 |
| dewey-sort | 3519.5 236 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Electronic eBook |
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| id | DE-604.BV043093780 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:17:13Z |
| institution | BVB |
| isbn | 1306661412 1400840635 9781306661416 9781400840632 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028517971 |
| oclc_num | 872694292 |
| open_access_boolean | |
| owner | DE-1046 DE-1047 |
| owner_facet | DE-1046 DE-1047 |
| physical | 1 Online-Ressource (xvi, 317 p.) |
| psigel | ZDB-4-EBA ZDB-4-EBA FAW_PDA_EBA |
| publishDate | 2012 |
| publishDateSearch | 2012 |
| publishDateSort | 2012 |
| publisher | Princeton University Press |
| record_format | marc |
| spelling | Eshel, Gidon Verfasser aut Spatiotemporal data analysis Gidon Eshel Princeton Princeton University Press c2012 1 Online-Ressource (xvi, 317 p.) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index "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"-- MATHEMATICS / Applied bisacsh MATHEMATICS / Probability & Statistics / General bisacsh Spatial analysis (Statistics) fast SCIENCE / Earth Sciences / General bisacsh Geowissenschaften Spatial analysis (Statistics) Zeitliches Datenbanksystem (DE-588)4407818-3 gnd rswk-swf Raumdaten (DE-588)4206012-6 gnd rswk-swf Datenintegration (DE-588)4197730-0 gnd rswk-swf Dimension 4 (DE-588)4338676-3 gnd rswk-swf Geoinformationssystem (DE-588)4261642-6 gnd rswk-swf Raum-Zeit-System (DE-588)4127858-6 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 Erscheint auch als Druck-Ausgabe, Hardcover 0-691-12891-X Erscheint auch als Druck-Ausgabe, Hardcover 978-0-691-12891-7 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=761008 Aggregator 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 MATHEMATICS / Applied bisacsh MATHEMATICS / Probability & Statistics / General bisacsh Spatial analysis (Statistics) fast SCIENCE / Earth Sciences / General bisacsh Geowissenschaften Spatial analysis (Statistics) Zeitliches Datenbanksystem (DE-588)4407818-3 gnd Raumdaten (DE-588)4206012-6 gnd Datenintegration (DE-588)4197730-0 gnd Dimension 4 (DE-588)4338676-3 gnd Geoinformationssystem (DE-588)4261642-6 gnd Raum-Zeit-System (DE-588)4127858-6 gnd |
| subject_GND | (DE-588)4407818-3 (DE-588)4206012-6 (DE-588)4197730-0 (DE-588)4338676-3 (DE-588)4261642-6 (DE-588)4127858-6 |
| title | Spatiotemporal data analysis |
| title_auth | Spatiotemporal data analysis |
| title_exact_search | Spatiotemporal data analysis |
| title_full | Spatiotemporal data analysis Gidon Eshel |
| title_fullStr | Spatiotemporal data analysis Gidon Eshel |
| title_full_unstemmed | Spatiotemporal data analysis Gidon Eshel |
| title_short | Spatiotemporal data analysis |
| title_sort | spatiotemporal data analysis |
| topic | MATHEMATICS / Applied bisacsh MATHEMATICS / Probability & Statistics / General bisacsh Spatial analysis (Statistics) fast SCIENCE / Earth Sciences / General bisacsh Geowissenschaften Spatial analysis (Statistics) Zeitliches Datenbanksystem (DE-588)4407818-3 gnd Raumdaten (DE-588)4206012-6 gnd Datenintegration (DE-588)4197730-0 gnd Dimension 4 (DE-588)4338676-3 gnd Geoinformationssystem (DE-588)4261642-6 gnd Raum-Zeit-System (DE-588)4127858-6 gnd |
| topic_facet | MATHEMATICS / Applied MATHEMATICS / Probability & Statistics / General Spatial analysis (Statistics) SCIENCE / Earth Sciences / General Geowissenschaften Zeitliches Datenbanksystem Raumdaten Datenintegration Dimension 4 Geoinformationssystem Raum-Zeit-System |
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| work_keys_str_mv | AT eshelgidon spatiotemporaldataanalysis |