| 000 -LEADER |
|---|
| fixed length control field |
02996nam a22003855i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20231003152809.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
100427s2010 ne | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789048137022 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
551.60285 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Navarra, Antonio. |
| Relator term |
author. |
| 9 (RLIN) |
46177 |
| 245 12 - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| Title |
A Guide to Empirical Orthogonal Functions for Climate Data Analysis |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc |
by Antonio Navarra, Valeria Simoncini. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
VI, 200p. |
| Other physical details |
online resource. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Elements of Linear Algebra -- Basic Statistical Concepts -- Empirical Orthogonal Functions -- Generalizations: Rotated, Complex, Extended and Combined EOF -- Cross-Covariance and the Singular Value Decomposition -- The Canonical Correlation Analysis -- Multiple Linear Regression Methods. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Climatology and meteorology have basically been a descriptive science until it became possible to use numerical models, but it is crucial to the success of the strategy that the model must be a good representation of the real climate system of the Earth. Models are required to reproduce not only the mean properties of climate, but also its variability and the strong spatial relations between climate variability in geographically diverse regions. Quantitative techniques were developed to explore the climate variability and its relations between different geographical locations. Methods were borrowed from descriptive statistics, where they were developed to analyze variance of related observations-variable pairs, or to identify unknown relations between variables. A Guide to Empirical Orthogonal Functions for Climate Data Analysis uses a different approach, trying to introduce the reader to a practical application of the methods, including data sets from climate simulations and MATLAB codes for the algorithms. All pictures and examples used in the book may be reproduced by using the data sets and the routines available in the book . Though the main thrust of the book is for climatological examples, the treatment is sufficiently general that the discussion is also useful for students and practitioners in other fields. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Geography. |
|
|---|
| Topical term or geographic name as entry element |
Mathematical geography. |
| 9 (RLIN) |
46086 |
|
|---|
| Topical term or geographic name as entry element |
Meteorology. |
|
|---|
| Topical term or geographic name as entry element |
Computer science. |
|
|---|
| Topical term or geographic name as entry element |
Climatic changes. |
|
|---|
| Topical term or geographic name as entry element |
Earth Sciences. |
|
|---|
| Topical term or geographic name as entry element |
Meteorology/Climatology. |
| 9 (RLIN) |
45944 |
|
|---|
| Topical term or geographic name as entry element |
Mathematical Applications in Earth Sciences. |
| 9 (RLIN) |
46094 |
|
|---|
| Topical term or geographic name as entry element |
Computational Science and Engineering. |
| 9 (RLIN) |
45946 |
|
|---|
| Topical term or geographic name as entry element |
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. |
| 9 (RLIN) |
46178 |
|
|---|
| Topical term or geographic name as entry element |
Climate Change. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Simoncini, Valeria. |
| Relator term |
author. |
| 9 (RLIN) |
46179 |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 9 (RLIN) |
25597 |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Printed edition: |
| International Standard Book Number |
9789048137015 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
http://dx.doi.org/10.1007/978-90-481-3702-2 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
E-Book |
