Spatial data science : (Record no. 9466)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03392cam a22003858i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 22926161 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | ZET-ke |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250129141751.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 230111s2023 flu b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| LC control number | 2022052399 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781138311183 |
| Qualifying information | (hardback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781032473925 |
| Qualifying information | (paperback) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9780429459016 |
| Qualifying information | (ebook) |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DLC |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | DLC |
| Modifying agency | ZET-ke |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA278.2 |
| Item number | .P43 2023 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5/3502855133 |
| Edition number | 23/eng20230331 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Pebesma, Edzer J., |
| Relator term | author. |
| 9 (RLIN) | 27583 |
| 245 10 - TITLE STATEMENT | |
| Title | Spatial data science : |
| Remainder of title | with applications in R / |
| Statement of responsibility, etc | Edzer Pebesma and Roger Bivand. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Boca Raton: |
| Name of publisher, distributor, etc | CRC Press, Taylor & Francis Group, |
| Date of publication, distribution, etc | 2023. |
| 263 ## - PROJECTED PUBLICATION DATE | |
| Projected publication date | 2304 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xiv, 300p.: |
| Other physical details | ill. (col.) |
| Dimensions | 23cm. |
| 490 0# - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC Press the R series |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references and index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Part 1. Spatial Data 1. Getting Started 2. Coordinates 3. Geometries 4. Spherical Geometries 5. Attributes and Support 6. Data Cubes Part 2. R for Spatial Data Science 7. Introduction to sf and stars 8. Plotting spatial data 9. Large data and cloud native Part 3. Models for Spatial Data 10. Statistical modelling of spatial data 11. Point Pattern Analysis 12. Spatial Interpolation 13. Multivariate and Spatiotemporal Geostatistics 14. Proximity and Areal Data 15. Measures of spatial autocorrelation 16. Spatial Regression 17. Spatial econometrics models Appendix A. Older R Spatial Packages |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "Spatial Data Science introduces fundamental aspects of spatial data that every data scientist should know before they start working with spatial data. These aspects include how geometries are represented, coordinate reference systems (projections, datums), the fact that the Earth is round and its consequences for analysis, and how attributes of geometries can relate to geometries. In the second part of the book, these concepts are illustrated with data science examples using the R language. In the third part, statistical modelling approaches are demonstrated using real world data examples. After reading this book, a number of major spatial data analysis errors should no longer be made because of lack of knowledge. The book gives a detailed explanation of the core spatial software packages for R: sf for simple feature access, and stars for raster and vector data cubes - array data with spatial and temporal dimensions. It also shows how geometrical operations change when going from a flat space to the surface of a sphere, which is what sf and stars use when coordinates are not projected (degrees longitude/latitude). Separate chapters detail a variety of plotting approaches for spatial maps using R, and different ways of handling very large vector or raster (imagery) datasets, locally, in databases, or in the cloud"-- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Spatial analysis (Statistics) |
| General subdivision | Data processing. |
| 9 (RLIN) | 27584 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | R (Computer program language) |
| 9 (RLIN) | 25979 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Bivand, Roger, |
| Relator term | author. |
| 9 (RLIN) | 27585 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Online version: |
| Main entry heading | Pebesma, Edzer. |
| Title | Spatial data science |
| Edition | First edition. |
| Place, publisher, and date of publication | Boca Raton, FL : CRC Press, 2023 |
| International Standard Book Number | 9780429459016 |
| Record control number | (DLC) 2022052400 |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
| a | 7 |
| b | cbc |
| c | orignew |
| d | 1 |
| e | ecip |
| f | 20 |
| g | y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Books |
| Classification part | QA278.2 |
| Call number prefix | QA278.2 |
| Call number suffix | .P43 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Inventory number | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type | Copy number |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Zetech Library - Mang'u Campus | Zetech Library - Mang'u Campus | General Stacks | 29/01/2025 | Purchase | 10654 | QA278.2 .P43 2023 | Z012380 | 29/01/2025 | 29/01/2025 | Books | ||||||
| Library of Congress Classification | Zetech Library - Ruiru Campus | Zetech Library - Ruiru Campus | General Stacks | 06/03/2025 | Purchase | 10898 | QA278.2 .P43 2023 | Z012624 | 18/03/2025 | 29/01/2025 | Books | C2 |