| Document Type
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BL
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| Record Number
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982737
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| Doc. No
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b737107
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| Main Entry
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Kitanidis, P. K., (Peter K.)
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| Title & Author
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Introduction to geostatistics : : applications to hydrogeology /\ P.K. Kitanidis.
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| Publication Statement
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Cambridge ;New York :: Cambridge University Press,, 1997.
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| Series Statement
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Stanford-Cambridge program
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| Page. NO
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xx, 249 pages :: illustrations ;; 24 cm
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| ISBN
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0521583128
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: 0521587476
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: 9780521583121
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: 9780521587471
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| Bibliographies/Indexes
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Includes bibliographical references (pages 239-246) and index.
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| Contents
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1. Introduction -- 2. Exploratory data analysis -- 3. Intrinsic model -- 4. Variogram fitting -- 5. Anisotropy -- 6. Variable mean -- 7. More linear estimation -- 8. Multiple variables -- 9. Estimation and GW models -- A. Probability theory review -- B. Lagrange multipliers -- C. Generation of realizations.
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| Abstract
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Engineers and Applied Geophysicists Routinely encounter interpolation and estimation problems when analyzing data from field observations. Introduction to Geostatistics presents practical techniques for the estimation of spatial functions from sparse data. The author's unique approach is a synthesis of classic and geostatistical methods, with a focus on the most practical linear minimum-variance estimation methods, and includes suggestions on how to test and extend the applicability of such methods. Well illustrated with exercises and worked examples taken from hydrogeology, Introduction to Geostatistics assumes no background in statistics and is suitable for graduate-level courses in earth sciences, hydrology, and environmental engineering and also for self-study.
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| Subject
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Hydrogeology-- Statistical methods.
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| Subject
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Hidrogeologia.
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Hydrogéologie-- Méthodes statistiques.
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| Subject
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Hydrogeology-- Statistical methods.
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Hydrogeology-- Statistical methods.
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| Subject
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Data-analyse.
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| Subject
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Hydrogeologie.
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| Subject
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Statistische methoden.
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| Dewey Classification
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551.49/072
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| LC Classification
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GB1001.72.S7K57 1997
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| NLM classification
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38.85bcl
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