Temporal GIS: Advanced Functions for Field-Based Applications
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2001
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | The book focuses on the development of advanced functions for field-based temporal geographical information systems (TGIS). These fields describe natural, epidemiological, economical, and social phenomena distributed across space and time. The book is organized around four main themes: "Concepts, mathematical tools, computer programs, and applications". Chapters I and II review the conceptual framework of the modern TGIS and introduce the fundamental ideas of spatiotemporal modelling. Chapter III discusses issues of knowledge synthesis and integration. Chapter IV presents state-of-the-art mathematical tools of spatiotemporal mapping. Links between existing TGIS techniques and the modern Bayesian maximum entropy (BME) method offer significant improvements in the advanced TGIS functions. Comparisons are made between the proposed functions and various other techniques (e.g., Kriging, and Kalman-Bucy filters). Chapter V analyzes the interpretive features of the advanced TGIS functions, establishing correspondence between the natural system and the formal mathematics which describe it. In Chapters IV and V one can also find interesting extensions of TGIS functions (e.g., non-Bayesian connectives and Fisher information measures). Chapters VI and VII familiarize the reader with the TGIS toolbox and the associated library of comprehensive computer programs. Chapter VIII discusses important applications of TGIS in the context of scientific hypothesis testing, explanation, and decision making |
| Beschreibung: | 1 Online-Ressource (XII, 219 p) |
| ISBN: | 9783642565403 9783642625633 |
| DOI: | 10.1007/978-3-642-56540-3 |
Internformat
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Datensatz im Suchindex
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| any_adam_object | |
| author | Christakos, George |
| author_facet | Christakos, George |
| author_role | aut |
| author_sort | Christakos, George |
| author_variant | g c gc |
| building | Verbundindex |
| bvnumber | BV042422648 |
| classification_tum | MAT 000 |
| collection | ZDB-2-SMA ZDB-2-BAE |
| ctrlnum | (OCoLC)1184303827 (DE-599)BVBBV042422648 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
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| discipline | Mathematik |
| doi_str_mv | 10.1007/978-3-642-56540-3 |
| format | Electronic eBook |
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| id | DE-604.BV042422648 |
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| indexdate | 2024-07-10T01:21:11Z |
| institution | BVB |
| isbn | 9783642565403 9783642625633 |
| language | English |
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| spelling | Christakos, George Verfasser aut Temporal GIS Advanced Functions for Field-Based Applications by George Christakos, Patrick Bogaert, Marc L. Serre Berlin, Heidelberg Springer Berlin Heidelberg 2001 1 Online-Ressource (XII, 219 p) txt rdacontent c rdamedia cr rdacarrier The book focuses on the development of advanced functions for field-based temporal geographical information systems (TGIS). These fields describe natural, epidemiological, economical, and social phenomena distributed across space and time. The book is organized around four main themes: "Concepts, mathematical tools, computer programs, and applications". Chapters I and II review the conceptual framework of the modern TGIS and introduce the fundamental ideas of spatiotemporal modelling. Chapter III discusses issues of knowledge synthesis and integration. Chapter IV presents state-of-the-art mathematical tools of spatiotemporal mapping. Links between existing TGIS techniques and the modern Bayesian maximum entropy (BME) method offer significant improvements in the advanced TGIS functions. Comparisons are made between the proposed functions and various other techniques (e.g., Kriging, and Kalman-Bucy filters). Chapter V analyzes the interpretive features of the advanced TGIS functions, establishing correspondence between the natural system and the formal mathematics which describe it. In Chapters IV and V one can also find interesting extensions of TGIS functions (e.g., non-Bayesian connectives and Fisher information measures). Chapters VI and VII familiarize the reader with the TGIS toolbox and the associated library of comprehensive computer programs. Chapter VIII discusses important applications of TGIS in the context of scientific hypothesis testing, explanation, and decision making Statistics Geography Geology Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Earth Sciences, general Geotechnical Engineering & Applied Earth Sciences Geografie Geologie Statistik Raum-Zeit-System (DE-588)4127858-6 gnd rswk-swf Zeitliches Datenbanksystem (DE-588)4407818-3 gnd rswk-swf Geoinformationssystem (DE-588)4261642-6 gnd rswk-swf Geoinformationssystem (DE-588)4261642-6 s Zeitliches Datenbanksystem (DE-588)4407818-3 s 1\p DE-604 Raum-Zeit-System (DE-588)4127858-6 s 2\p DE-604 Bogaert, Patrick Sonstige oth Serre, Marc L. Sonstige oth https://doi.org/10.1007/978-3-642-56540-3 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 | Christakos, George Temporal GIS Advanced Functions for Field-Based Applications Statistics Geography Geology Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Earth Sciences, general Geotechnical Engineering & Applied Earth Sciences Geografie Geologie Statistik Raum-Zeit-System (DE-588)4127858-6 gnd Zeitliches Datenbanksystem (DE-588)4407818-3 gnd Geoinformationssystem (DE-588)4261642-6 gnd |
| subject_GND | (DE-588)4127858-6 (DE-588)4407818-3 (DE-588)4261642-6 |
| title | Temporal GIS Advanced Functions for Field-Based Applications |
| title_auth | Temporal GIS Advanced Functions for Field-Based Applications |
| title_exact_search | Temporal GIS Advanced Functions for Field-Based Applications |
| title_full | Temporal GIS Advanced Functions for Field-Based Applications by George Christakos, Patrick Bogaert, Marc L. Serre |
| title_fullStr | Temporal GIS Advanced Functions for Field-Based Applications by George Christakos, Patrick Bogaert, Marc L. Serre |
| title_full_unstemmed | Temporal GIS Advanced Functions for Field-Based Applications by George Christakos, Patrick Bogaert, Marc L. Serre |
| title_short | Temporal GIS |
| title_sort | temporal gis advanced functions for field based applications |
| title_sub | Advanced Functions for Field-Based Applications |
| topic | Statistics Geography Geology Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Earth Sciences, general Geotechnical Engineering & Applied Earth Sciences Geografie Geologie Statistik Raum-Zeit-System (DE-588)4127858-6 gnd Zeitliches Datenbanksystem (DE-588)4407818-3 gnd Geoinformationssystem (DE-588)4261642-6 gnd |
| topic_facet | Statistics Geography Geology Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Earth Sciences, general Geotechnical Engineering & Applied Earth Sciences Geografie Geologie Statistik Raum-Zeit-System Zeitliches Datenbanksystem Geoinformationssystem |
| url | https://doi.org/10.1007/978-3-642-56540-3 |
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