Joint species distribution modelling : (Record no. 281828)

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
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Total Renewals Full call number Barcode Checked out Date last seen Date checked out Copy number Price effective from Koha item type
    Universal Decimal Classification     WELLINGTON WELLINGTON BOOKS 06/08/2020 5 5 574.9 OVA B021252 09/05/2023 08/08/2022 08/08/2022 1 15/07/2020 BOOK

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