| 000 -LEADER |
|---|
| fixed length control field |
02714cam a2200421 a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20250327171514.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
250327b ||||| |||| 00| 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2008016237 |
| 015 ## - NATIONAL BIBLIOGRAPHY NUMBER |
|---|
| National bibliography number |
GBA8B0493 |
| Source |
bnb |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781848210608 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1848210604 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)223107287 |
| 041 ## - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
eng. |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QE33.2.S82 |
| Item number |
A35 2008 |
| 070 0# - NATIONAL AGRICULTURAL LIBRARY CALL NUMBER |
|---|
| Classification number |
QE33.2.S82 |
| Item number |
A35 2008 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
550.1/519542 |
| Edition number |
22 |
| 245 00 - TITLE STATEMENT |
|---|
| Title |
Advanced mapping of environmental data : |
| Remainder of title |
geostatistics, machine learning and Bayesian maximum entropy / |
| Statement of responsibility, etc |
edited by Mikhail Kanevski. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Date of Publication |
2008. |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Hoboken, N. J. : |
| Name of publisher, distributor, etc |
Wiley-ISTE |
| Date of publication, distribution, etc |
2008 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiii, 313 pages : |
| Other physical details |
illustrations, maps ; |
| Dimensions |
24 cm. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Content type code |
txt |
| Source |
rdacontent. |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
computer |
| Media type code |
c |
| Source |
rdamedia. |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Carrier type code |
cr |
| Source |
rdacarrier. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Geographical information systems series. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 0# - CONTENTS |
|---|
| Formatted contents note |
Advanced mapping of environmental data: introduction / M. Kanevski -- Environmental monitoring network characterization and clustering / D. Tuia and M. Kanevski -- Geostatistics: spatial predictions and simulations / E. Savelieva, V. Demyanov and M. Maignan -- Spatial data analysis and mapping using machine learning algorithms / F. Ratle [and others] -- Advanced mapping of environmental spatial data: case studies / L. Foresti [and others] -- Bayesian maximum entropy -- BME / G. Christakos. |
| 520 1# - SUMMARY, ETC. |
|---|
| Summary, etc |
"This title, brings together three topics normally covered separately: geostatistical methods and models, machine learning algorithms and the Bayesian maximum entropy approach. An introduction to environmental data mapping is provided before these areas, their features and applications are discussed in more depth. The approach is designed to assist the reader in easily expanding their knowledge of the fields covered, and will be useful for both students and professionals involved in environmental data analysis and mapping."--BOOK JACKET. |
| 545 0# - BIOGRAPHICAL OR HISTORICAL DATA |
|---|
| Biographical or historical note |
Mikhail Kanevski, Institute of Geomatics and Analysis of Risk, University of Lausanne, Switzerland. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Geology |
| General subdivision |
Statistical methods. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Machine learning. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Bayesian statistical decision theory. |
| 655 #4 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kanevski, Mikhail. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Geographical information systems series. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470611463 |
| Link text |
Full text available at Wiley Online Library Click here to view. |
| 942 ## - ADDED ENTRY ELEMENTS |
|---|
| Source of classification or shelving scheme |
|
| Item type |
EBOOK |