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Spatial Modeling Principles in Earth Sciences. Sen 9783319417561 New<|
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Características del artículo
- Estado
- PublishedOn
- 2016-12-07
- Title
- Spatial Modeling Principles in Earth Sciences
- Artist
- Not Specified
- ISBN
- 9783319417561
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Product Information
This is a revised and updated second edition, including new chapters on temporal and point uncertainty model, as well as on sampling and deterministic modeling. It is a comprehensive presentation of spatial modeling techniques used in the earth sciences, outlining original techniques developed by the author. Data collection in the earth sciences is difficult and expensive, but simple, rational and logical approaches help the reader to appreciate the fundamentals of advanced methodologies. It requires special care to gather accurate geological, hydrogeological, meteorological and hydrological information all with risk assessments. Spatial simulation methodologies in the earth sciences are essential, then, if we want to understand the variability in features such as fracture frequencies, rock quality, and grain size distribution in rock and porous media. This book outlines in a detailed yet accessible way the main spatial modeling techniques, in particular the Kriging methodology. It also presents many unique physical approaches, field cases, and sample interpretations. Since Kriging's origin in the 1960s it has been developed into a number of new methods such as cumulative SV (CSV), point CSV (PCSV), and spatial dependence function, which have been applied in different aspects of the earth sciences. Each one of these techniques is explained in this book, as well as how they are used to model earth science phenomena such as geology, earthquakes, meteorology, and hydrology. In addition to Kriging and its variants, several alternatives to Kriging methodology are presented and the necessary steps in their applications are clearly explained. Simple spatial variation prediction methodologies are also revised with up-to-date literature, and the ways in which they relate to more advanced spatial modeling methodologies are explained. The book is a valuable resource for students, researchers and professionals of a broad range of disciplines including geology, geography, hydrology, meteorology, environment, image processing, spatial modeling and related topics. Keywords Data mining - Geo-statistics - Kriging - Regional uncertainty - Spatial dependence - Spatial modeling - geographic data - geoscience - hydrology - image processing
Product Identifiers
Publisher
Springer International Publishing A&G
ISBN-13
9783319417561
eBay Product ID (ePID)
223786214
Product Key Features
Number of Pages
413 Pages
Publication Name
Spatial Modeling Principles in Earth Sciences
Language
English
Subject
Geography & Geosciences, Geology, Computer Science
Publication Year
2016
Type
Textbook
Format
Hardcover
Dimensions
Item Height
235 mm
Item Weight
7627 g
Item Width
155 mm
Additional Product Features
Country/Region of Manufacture
Switzerland
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Número de IVA: GB 724498118
CRN: 03800600
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