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Information Synthesis for Mineral Exploration [Kõva köide]

  • Formaat: Hardback, 472 pages, kõrgus x laius: 230x150 mm, kaal: 902 g, numerous halftones and line illustrations
  • Sari: Spatial Information Systems
  • Ilmumisaeg: 07-Sep-2000
  • Kirjastus: Oxford University Press Inc
  • ISBN-10: 0195118480
  • ISBN-13: 9780195118483
  • Kõva köide
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  • Formaat: Hardback, 472 pages, kõrgus x laius: 230x150 mm, kaal: 902 g, numerous halftones and line illustrations
  • Sari: Spatial Information Systems
  • Ilmumisaeg: 07-Sep-2000
  • Kirjastus: Oxford University Press Inc
  • ISBN-10: 0195118480
  • ISBN-13: 9780195118483
This book conveys the theme of broad interaction of modern mineral exploration activities. It forms the foundation of successful exploration programmes in the sense that it advocates the scientific and objective use of all relevant geoscience information in exploration. Information Synthesis covers various technical aspects that are required for successful information synthesis, such as geographic information systems (GIS) for spatial database management, statistics for measuring variable relations, image processing for information enhancement, geostatistics for spatial data modelling, and favourability and neural networks modelling for mineral and petroleum mapping. Although the fields relevant to exploration are diverse, the book focuses on those that are fundamental and accessible to practictioners. Most quantitative techniques included here have proven records in practice or will be conceptually useful in the future. Simplicity is a principle for the authors in selecting and presenting the contents of this book, and real-case studies are presented where necessary to demonstrate the implementation of the methodologies.
Introduction
3(10)
What this Book Is About
3(2)
Content and Organization of this Book
5(2)
Selective Comments about Book Content
7(6)
Mineral Resources Information System
13(31)
Perspective
13(1)
Earth Processes and Geological Objects
14(1)
Deposits as Geological Objects
15(6)
Concepts of Mineral Resources and Reserves
21(8)
Geodata as Quantified Resource Information
29(12)
Information on the Third Dimension
41(3)
The Inverse Problem: From Geodata to Resource Objects
44(41)
Roles of Genetic Models
44(2)
Intrinsic Geological Units
46(10)
A Conceptual Model of Targets
56(5)
Overview of Information Synthesis
61(13)
Mineral Potential Measures
74(11)
The Fundamentals of Geographic Information Systems
85(42)
Basic GIS Functions
85(6)
Spatial Data Models
91(6)
Map Representation
97(11)
Spatial Data Operations
108(13)
GIS Implementation Procedure
121(6)
Statistical Measures of Association
127(27)
Variable Types
127(2)
Association Measures for Quantitative Variables
129(8)
Association Measures of Qualitative Variables
137(13)
Association Measures of Mixed Variables
150(4)
Map Attribute Modeling
154(40)
Map Attribute Quantification
154(6)
Point Pattern Modeling
160(10)
Mapping Geological Attributes
170(10)
Selecting Attributes
180(14)
Enhancing Spatial Information
194(74)
Zonation Analysis
195(20)
Trend Surface Analysis
215(7)
Basic Digital Image Processing
222(20)
Signal Processing
242(26)
Geostatistical Modeling
268(68)
Brief Review
268(1)
The Fundamentals of Regionalization
269(6)
Variogram Modeling
275(24)
Linear Interpolation
299(18)
Conditional Simulation
317(19)
Favorability Analysis for Mineral Potential Mapping
336(55)
Concepts and Illustrations
336(9)
Characteristic Analysis
345(5)
Canonical Favorability Analysis
350(24)
Weights of Evidence Modeling
374(17)
Artificial Intelligence Methods
391(48)
Overview
391(1)
Neural Networks
392(30)
Intelligent Systems
422(17)
References 439(18)
Index 457