Spatial data analysis in ecology and agriculture using R (Record no. 212013)

000 -LEADER
fixed length control field aam a22 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190430b 2019 ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780815392750
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 338.10727
Item number P5S7
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Plant, Richard E.
9 (RLIN) 379258
245 ## - TITLE STATEMENT
Title Spatial data analysis in ecology and agriculture using R
250 ## - EDITION STATEMENT
Edition statement 2nd
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc CRC Press
Date of publication, distribution, etc 2019
Place of publication, distribution, etc Florida
300 ## - PHYSICAL DESCRIPTION
Extent xvii, 666p.
Other physical details With index
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Table of Contents

1 Working with Spatial Data

2 The R Programming Environment

3 Statistical Properties of Spatially Autocorrelated Data

4 Measures of Spatial Autocorrelation

5 Sampling and Data Collection

6 Preparing Spatial Data for Analysis

7 Preliminary Exploration of Spatial Data

8 Data Exploration using Non-Spatial Methods: The Linear Model

9 Data Exploration using Non-Spatial Methods: Nonparametric Methods

10 Variance Estimation, the Effective Sample Size, and the Bootstrap

11 Measures of Bivariate Association between Two Spatial Variables

12 The Mixed Model

13 Regression Models for Spatially Autocorrelated Data

14 Bayesian Analysis of Spatially Autocorrelated Data

15 Analysis of Spatiotemporal Data

16 Analysis of Data from Controlled Experiments

17 Assembling Conclusions

Appendix A: Review of Mathematical Concepts

Appendix B: The Data Sets

Appendix C: An R Thesaurus
520 ## - SUMMARY, ETC.
Summary, etc Spatial Data Analysis in Ecology and Agriculture Using R, 2nd Edition provides practical instruction on the use of the R programming language to analyze spatial data arising from research in ecology, agriculture, and environmental science. Readers have praised the book's practical coverage of spatial statistics, real-world examples, and user-friendly approach in presenting and explaining R code, aspects maintained in this update. This new edition
Provides exercises in each chapter to facilitate the book's use as a course textbook or for self-study
Adds new material on generalized additive models, point pattern analysis, and new methods of Bayesian analysis of spatial data.
Includes a completely revised chapter on the analysis of spatiotemporal data featuring recently introduced software and methods
Updates its coverage of R software including newly introduced packages
Using data sets from cultivated and uncultivated ecosystems, the book guides the reader through the analysis of each data set, including setting research objectives, designing the sampling plan, data quality control, exploratory and confirmatory data analysis, and drawing scientific conclusions.

https://www.crcpress.com/Spatial-Data-Analysis-in-Ecology-and-Agriculture-Using-R-Second-Edition/Plant/p/book/9780815392750
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Agriculture - Statistical methods
9 (RLIN) 379259
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element R-computer program language
9 (RLIN) 379260
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Spatial analysis - Statistics
9 (RLIN) 379261
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Spatial analysis
9 (RLIN) 379262
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Item location Full call number Barcode Date last seen Cost, replacement price Koha item type
          Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library General Stacks 2019-04-30 12 7.00 Slot 852 (0 Floor, East Wing) 338.10727 P5S7 199267 2019-04-30 8795.20 Books

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