MARC ayrıntıları
| 000 -LEADER |
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| fixed length control field |
06964nam a2200361 i 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
080702s2009 fluaf b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2008029542 |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER |
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| National bibliography number |
GBA8E0053 |
| Source |
bnb |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781420067965 |
| Qualifying information |
alk. paper |
|
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| International Standard Book Number |
1420067966 |
| Qualifying information |
alk. paper |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(OCoLC)156818666 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
DLC |
| Transcribing agency |
DLC |
| Modifying agency |
BTCTA |
| -- |
BAKER |
| -- |
YDXCP |
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C#P |
| -- |
UKM |
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BWX |
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CDX |
| 049 ## - LOCAL HOLDINGS (OCLC) |
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| Holding library |
BAUN_MERKEZ |
| 050 04 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QD75.4.C45 |
| Item number |
H56 2009 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Edition number |
22 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Hanrahan, Grady |
| 245 10 - TITLE STATEMENT |
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| Title |
Environmental chemometrics : |
| Remainder of title |
principles and modern applications / |
| Statement of responsibility, etc |
Grady Hanrahan |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
Boca Raton : |
| Name of producer, publisher, distributor, manufacturer |
CRC Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2009] |
|
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2009 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xvii, 292 pages, [4] pages of plates : |
| Other physical details |
illustrations (some color) ; |
| Dimensions |
24 cm |
| 336 ## - CONTENT TYPE |
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| Content Type Term |
text |
| Content Type Code |
txt |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
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| Media Type Term |
unmediated |
| Media Type Code |
unmediated |
| Source |
rdamedia |
| 338 ## - CARRIER TYPE |
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| Carrier Type Term |
volume |
| Carrier Type Code |
volume |
| Source |
rdacarrier |
| 490 1# - SERIES STATEMENT |
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| Series statement |
Analytical chemistry |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index |
| 505 00 - FORMATTED CONTENTS NOTE |
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| Title |
TABLE OF CONTENTS |
| -- |
Preface |
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Dedication |
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Acknowledgements |
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Author Biography |
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1. Introduction |
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1.1. Chemometrics ¿ An Overview |
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1.2. The Importance of Quantitative Environmental Analysis |
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1.3. Common Chemical and Biological Pollutants in Environmental Matrices |
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1.3.1. Air |
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1.3.2. Water |
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1.3.3. Soil and Sediments |
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1.4. Overview of Chemometric Methods used in Environmental Analysis |
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1.5. Chapter Summary |
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1.6. Key Terms |
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1.7. End of Chapter Problems |
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1.8. References |
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2. Review of Statistics and Analytical Figures of Merit |
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2.1. Error and Sampling Considerations |
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2.2. Descriptive Statistics |
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2.3. Distribution of Repeated Measurements |
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2.4. Data Quality Indicators (DQIs) |
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2.4.1. Primary DQIs |
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2.4.2. Secondary DQIs |
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2.5. Confidence Intervals |
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2.6. Statistical Tests |
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2.7. Outlying Results |
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2.8. Analysis of Variance |
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2.9. Regression and Calibration Methods |
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2.10. Sensitivity and Limit of Detection |
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2.11. Bayesian Statistics Considered |
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2.12. Expanded Research Application I-Statistical Merits of Calculating Transfer |
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Coefficients between Environmental Media |
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2.13. Introduction to Excel |
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2.14. Chapter Summary |
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2.15. Key Terms |
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2.16. End of Chapter Problems |
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2.17. References |
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3. Quality Assurance in Environmental Analysis |
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3.1. The Role of Chemometrics in Quality Assurance |
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3.2. Quality Assurance Considerations |
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3.2.1. Project Planning and Preparation |
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3.2.2. Traceability |
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3.2.3. Sample Handling and Chain of Custody |
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3.2.4. Accreditation |
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3.2.5. Good Laboratory Practice |
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3.3. Environmental Sampling Protocol - General Considerations |
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3.4. Quality Assurance: Sample Collection, Preparation and Storage |
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3.4.1. Sampling Design |
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3.4.2. Sample Collection, Preservation and Storage |
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3.5. Field QA/QC Samples |
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3.6. Laboratory and Instrumental Methods: QA/QC Samples |
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3.7. Standard Addition and Internal Standard Methods |
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3.8. Certified Reference Materials |
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3.9. Statistical Quality Control Charts |
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3.10. Proficiency Testing |
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3.11. Data Archiving, Storage and Auditing |
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3.12. Multivariate Quality Assurance/Control ¿ Initial Considerations |
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3.13. Expanded Research Application II ¿ Monte Carlo Simulation for Estimating |
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Uncertainly Intervals for the Determination of Nitrate in Drinking Water |
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3.14. Chapter Summary |
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3.15. Key Terms |
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3.16. End of Chapter Problems |
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3.17. References |
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4. Experimental Design and Optimization Techniques |
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4.1. System Theory |
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4.2. Review of Linear Regression Models and Matrix Notation |
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4.3. Experimental Design Considerations |
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4.3.1. Experimental Uncertainty and Replication |
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4.3.2. Sample Size and Power |
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4.3.3. Blocking and Randomization |
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4.3.4. Orthogonality |
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4.3.5. Confounding |
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4.3.6. Center Points |
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4.4. Single Factor Categorical Designs |
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4.4.1. Randomized Block Designs |
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4.4.2. Latin Square Design |
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4.4.3. Greco Latin Square Design |
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4.5. Screening Designs |
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4.5.1. Full Factorial Designs (Two Levels per Factor) |
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4.5.2. Fractional Factorial Designs (Two Levels per Factor) |
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4.5.3. Plackett-Burman and Taguchi Designs |
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4.6. Three-Level Designs: Response Surface Designs |
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4.6.1. Central Composite Designs |
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4.6.2. Box-Behnken Design |
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4.7. Doehlert Matrix Design |
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4.8. Mixture Designs |
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4.8.1. Simplex Centroid Designs |
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4.8.2. Simplex Lattice Designs |
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4.8.3. Split-Plot Mixture Designs |
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4.8.4. Simplex Optimization |
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4.9. Expanded Research Application III ¿ Optimized Separation of Benzo [a] pyrene- |
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Quinone Isomers Using Liquid Chromatography-Mass Spectrometry (LC-MS) and |
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Response Surface Methodology |
| -- |
4.10. Chapter Summary |
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4.11. Key Terms |
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4.12. End of Chapter Problems |
| -- |
4.13. References |
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5. Time Series Analysis |
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5.1. Introduction to Time Series Analysis |
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5.2. Smoothing and Digital Filtering |
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5.2.1. Moving Average Smoothing |
| -- |
5.2.2. Exponential Smoothing |
| -- |
5.3. Time Series and Forecast Modeling ¿ A Detailed Look |
| -- |
5.3.1. Model Choice and Diagnostics |
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5.3.2. Harmonic Analysis Techniques |
| -- |
5.4. Autoregressive Integrated Moving Average Models |
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5.4.1. Non-Seasonal ARIMA Models |
| -- |
5.4.2. Seasonal ARIMA Models |
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5.5. Outliers in Time Series Analysis |
| -- |
5.6. Export Coefficient Modeling |
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5.7. Expanded Research Application IV- Export Coefficient Modeling and Time Series |
| -- |
Analysis of Phosphorus in a Chalk Stream Watershed |
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5.8. Chapter Summary |
| -- |
5.9. Key Terms |
| -- |
5.10. End of Chapter Problems |
| -- |
5.11. References |
| -- |
6. Multivariate Data Analysis |
| -- |
6.1. Introduction to Multivariate Data Analysis |
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6.2. Data Pre-Processing |
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6.3. Correlation Analysis |
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6.3.1. Correlation Matrix |
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6.3.2. Inverse Correlations, Partial Correlations and Covariance Matrix |
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6.3.3. Pairwise Correlations |
| -- |
6.3.4. Fit Functions |
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6.3.5. Scatterplot Matrix |
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6.3.6. Color Maps and 3D Ellipsoid Plots |
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6.3.7. Nonparametric Correlations |
| -- |
6.4. Pattern Recognition ¿ Unsupervised |
| -- |
6.4.1. Cluster Analysis |
| -- |
6.4.2. Factor Analytic Techniques |
| -- |
6.5. Pattern Recognition ¿ Supervised |
| -- |
6.5.1. Discriminant Analysis |
| -- |
6.6. K ¿ Nearest Neighbor Classification |
| -- |
6.7. Soft Independent Modeling of Class Analogy (SIMCA) |
| -- |
6.8. Multivariate Calibration Methods |
| -- |
6.8.1. Multivariate Linear Regression |
| -- |
6.8.2. Partial Least Squares |
| -- |
6.8.3. Principal Component Regression |
| -- |
6.9. Multivariate T2 Control Charts |
| -- |
6.10. Cusum Control Charts |
| -- |
6.11. Soft Computing Techniques |
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6.11.1. Artificial Neural Networks |
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6.11.2. Fuzzy Logic |
| -- |
6.12. Expanded Research Application V ¿ A Multivariate Study of the Relations between |
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PM10 Composition and Cell Toxicity |
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6.13. Chapter Summary |
| -- |
6.14. Key Terms |
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6.15. End of Chapter Problems |
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6.16. References |
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Appendix I. Common Excel Shortcuts and Key Combinations |
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Appendix II. Symbols used in Escuder¿Gilabert and others (2007) |
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Appendix III. Review of Basic Matrix Algebra Notation and Operations |
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Appendix IV. Environmental Chain of Custody Example |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Chemometrics |
|
|---|
| Topical term or geographic name as entry element |
Environmental chemistry |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| 9 (RLIN) |
110076 |
| Uniform title |
Analytical chemistry series (CRC Press) |
| 900 ## - EQUIVALENCE OR CROSS-REFERENCE-PERSONAL NAME [LOCAL, CANADA] |
|---|
| Personal Name |
35362 |
|
|---|
| Numeration |
satın |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Kitap |
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