MARC details
000 -LEADER |
fixed length control field |
03397cam a22004458i 4500 |
001 - CONTROL NUMBER |
control field |
21395836 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
nz |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20220208152508.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
200123s2020 enk b 001 0 eng |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
LC control number |
2019042580 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781108492461 |
Qualifying information |
(hardback) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781108716789 |
Qualifying information |
(paperback) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
Cancelled/invalid ISBN |
9781108591720 |
Qualifying information |
(epub) |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
DLC |
Language of cataloging |
eng |
Description conventions |
rda |
Transcribing agency |
DLC |
042 ## - AUTHENTICATION CODE |
Authentication code |
pcc |
050 00 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
QH84 |
Item number |
.O93 2020 |
080 ## - UNIVERSAL DECIMAL CLASSIFICATION NUMBER |
Universal Decimal Classification number |
574.9 |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
577.2/2 |
Edition number |
23 |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Ovaskainen, Otso, |
Relator term |
author. |
245 10 - TITLE STATEMENT |
Title |
Joint species distribution modelling : |
Remainder of title |
with applications in R / |
Statement of responsibility, etc |
Otso Ovaskainen, University of Helsinki, Nerea Abrego, University of Helsinki. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
Cambridge, United Kingdom ; |
-- |
New York, NY : |
Name of publisher, distributor, etc |
Cambridge University Press, |
Date of publication, distribution, etc |
2020. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xvi, 372 pages : |
Other physical details |
illustrations ; |
Dimensions |
23 cm. |
490 0# - SERIES STATEMENT |
Series statement |
Ecology, biodiversity and conservation |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references and index. |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Part I. Introduction to Community Ecology: Theory and Methods: -- 1. Historical development of community ecology -- 2. Typical data collected by community ecologists -- 3. Typical statistical methods applied by community ecologists -- 4. An overview of the structure and use of HMSC -- Part II. Building a Joint Species Distribution Model Step by Step: -- 5. Single-species distribution modelling -- 6. Joint species distribution modelling: variation in species niches -- 7. Joint species distribution modelling: biotic interactions -- 8. Bayesian inference in HMSC -- 9. Evaluating model fit and selecting among multiple models -- Part III. Applications and Perspectives: -- 10. Linking HMSC back to community assembly processes -- 11. Illustration of HMSC analyses: case study of Finnish birds -- 12. Conclusions and future directions -- Epilogue -- Index -- References. |
520 ## - SUMMARY, ETC. |
Summary, etc |
"Joint Species Distribution Modelling (JSDM) is a fast developing field and promises to revolutionise how data on ecological communities are analysed and interpreted. Written for both readers with a limited statistical background, and those with statistical expertise, this book provides a comprehensive account of JSDM. It enables readers to integrate data on species abundances, environmental covariates, species traits, phylogenetic relationships, and the spatio-temporal context in which the data have been acquired. Step-by-step coverage of the full technical detail of statistical methods is provided, as well as advice on interpreting results of statistical analyses in the broader context of modern community ecology theory. With the advantage of numerous example R-scripts, this is an ideal guide to help graduate students and researchers learn how to conduct and interpret statistical analyses in practice with the R package HMSC-R, providing a fast starting point for applying joint species distribution modelling to their own data"-- |
Assigning source |
Provided by publisher. |
590 ## - LOCAL NOTE (RLIN) |
Local note |
GRETA POINT: 574.9 OVA |
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
BIOGEOGRAPHY |
9 (RLIN) |
1460 |
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
STATISTICAL METHODS |
9 (RLIN) |
5558 |
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
ECOLOGY |
9 (RLIN) |
26547 |
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
R |
9 (RLIN) |
3795 |
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
GEOGRAPHICAL DISTRIBUTION |
9 (RLIN) |
14207 |
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
POPULATION MODELS |
9 (RLIN) |
40089 |
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
COMMUNITY ECOLOGY |
9 (RLIN) |
51943 |
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
POPULATIONS |
9 (RLIN) |
27041 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Universal Decimal Classification |
Koha item type |
BOOK |