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Spatial modeling in GIS and R for earth and environmental sciences / (Record no. 85073)

MARC details
000 -LEADER
fixed length control field 06608cam a22006011i 4500
001 - CONTROL NUMBER
control field 022510487
003 - CONTROL NUMBER IDENTIFIER
control field BD-SySUS
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230830120526.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m o d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cnu|||unuuu
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190123s2019 ne ab ob 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780128156957
Qualifying information (electronic bk.)
International Standard Book Number 0128156953
Qualifying information (electronic bk.)
International Standard Book Number 9780128152263
Qualifying information (electronic bk.)
International Standard Book Number 0128152265
Qualifying information (electronic bk.)
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1083205446
Canceled/invalid control number (OCoLC)1083357236
040 ## - CATALOGING SOURCE
Original cataloging agency N$T
Language of cataloging eng
Description conventions rda
-- pn
Transcribing agency N$T
Modifying agency N$T
-- YDX
-- OCLCF
-- WAU
-- ORU
-- EBLCP
-- OCLCQ
-- OPELS
-- OCLCQ
-- OPELS
-- S2H
-- OCLCO
-- OCL
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number GE45.R44
072 #7 - SUBJECT CATEGORY CODE
Subject category code TEC
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 628.028/7
Edition number 23
245 00 - TITLE STATEMENT
Title Spatial modeling in GIS and R for earth and environmental sciences /
Statement of responsibility, etc. edited by Hamid Reza Pourghasemi, Candan Goceoglu.
246 3# - VARYING FORM OF TITLE
Title proper/short title Spatial modeling in geographic information system and R for earth and environmental sciences
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Amsterdam, Netherlands :
Name of producer, publisher, distributor, manufacturer Elsevier,
Date of production, publication, distribution, manufacture, or copyright notice [2019]
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xxviii, 770 pages) :
Other physical details illustrations (chiefly color), maps
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
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Front Cover; Spatial Modeling in GIS and R for Earth and Environmental Sciences; Copyright Page; Dedication; Contents; List of Contributors; 1 Spatial Analysis of Extreme Rainfall Values Based on Support Vector Machines Optimized by Genetic Algorithms: The Case of ... ; 1.1 Introduction; 1.2 The Study Area; 1.3 Methodology and Data; 1.4 Results; 1.5 Performance Criteria; 1.6 Discussion; 1.7 Conclusions; References; 2 Remotely Sensed Spatial and Temporal Variations of Vegetation Indices Subjected to Rainfall Amount and Distribution Prope ... ; 2.1 Introduction; 2.2 Materials and Methods
Formatted contents note 2.2.1 Study Area2.2.2 Data; 2.2.3 Vegetation Indices; 2.2.4 Rainfall Distribution Parameters; 2.3 Results and Discussion; 2.3.1 Vegetation Indices; 2.3.1.1 Normalized Difference Vegetation Index; 2.3.1.2 Spatial Variations of the Normalized Difference Vegetation Index; 2.3.1.3 Green Normalized Difference Vegetation Index; 2.3.1.4 Global Environmental Monitoring Index; 2.3.2 Spatial Normalized Differential Reflectance and Shortwave Crop Reflectance Index; 2.3.3 Rainfall Properties Versus Normalized Difference Vegetation Index, Green Normalized Difference Vegetation Index, Glob ...
Formatted contents note 2.3.3.1 Prespring Rainfall2.3.3.2 Cumulative Rainfall; 2.3.3.3 Rainfall Distribution; 2.4 Conclusion; References; Further Reading; 3 Numerical Recipes for Landslide Spatial Prediction Using R-INLA: A Step-by-Step Tutorial; 3.1 Introduction; 3.2 Dataset Description and Preparation; 3.2.1 Multiple Occurrence Regional Landslide Event, Messina, 2009; 3.2.2 Computing Slope Units in GIS; 3.3 Point Process Modeling and Estimation Using R-INLA; 3.3.1 Preprocessing; 3.3.2 Fitting a Cox Point Process Model Using R-INLA; 3.4 Results; 3.4.1 Estimated Fixed and Random Effects
Formatted contents note 3.4.2 Estimated Landslide Intensity at Various Spatial Resolutions3.4.3 Model Checking and Goodness-of-Fit Assessment; 3.4.4 Cross-Validation Study and Out-of-Sample Predictive Skill; 3.5 Discussion; 3.6 Conclusion; References; 4 Geospatial Multicriteria Decision Analysis in Forest Operational Planning; 4.1 Introduction; 4.1.1 Multicriteria Decision Elements; 4.1.1.1 Decision-Maker Analysis; 4.1.1.2 Hierarchical Structure; 4.1.1.3 Decision Elements; Criteria and Subcriteria; Decision Alternatives; 4.1.1.4 Interpretation Findings; 4.1.2 Classification of Spatial Decision Support System
Formatted contents note 4.1.2.1 Geostatistical Analysis With R packages4.1.2.2 Forest Management Hierarchy; Strategic Planning; Tactical Planning; Operational Planning; 4.1.3 A Perspective of Forest Resource Management in Iran; 4.1.3.1 General Information; 4.1.3.2 The Role of Decision Support Systems in Iranian Forestry; 4.2 Planning Problems; 4.3 Methods; 4.3.1 Multicriteria Decision Analysis; 4.3.2 Geostatistical Analysis; 4.3.3 Spatial Modeling Procedure; 4.3.4 Model Application; 4.4 Results; 4.4.1 The Current Conditions of the Terrain; 4.5 Discussion; 4.6 Conclusions; Acknowledgments; References; Further Reading
520 ## - SUMMARY, ETC.
Summary, etc. "Spatial Modeling in GIS and R for Earth and Environmental Sciences offers an integrated approach to spatial modelling using both GIS and R. Given the importance of Geographical Information Systems and geostatistics across a variety of applications in Earth and Environmental Science, a clear link between GIS and open source software is essential for the study of spatial objects or phenomena that occur in the real world and facilitate problem-solving. Organized into clear sections on applications and using case studies, the book helps researchers to more quickly understand GIS data and formulate more complex conclusions. The book is the first reference to provide methods and applications for combining the use of R and GIS in modeling spatial processes. It is an essential tool for students and researchers in earth and environmental science, especially those looking to better utilize GIS and spatial modeling."--Provided by publisher.
588 ## - SOURCE OF DESCRIPTION NOTE
Source of description note Online resource; title from PDF title page (EBSCO, viewed January 30, 2019).
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Earth sciences
General subdivision Remote sensing.
9 (RLIN) 64006
Topical term or geographic name as entry element Environmental monitoring
General subdivision Remote sensing.
9 (RLIN) 64007
Topical term or geographic name as entry element Geographic information systems.
9 (RLIN) 64008
Topical term or geographic name as entry element R (Computer program language)
9 (RLIN) 64009
Topical term or geographic name as entry element Geospatial data
General subdivision Data processing.
9 (RLIN) 64010
Topical term or geographic name as entry element TECHNOLOGY & ENGINEERING
General subdivision Environmental
-- General.
Source of heading or term bisacsh
9 (RLIN) 64011
Topical term or geographic name as entry element Earth sciences
General subdivision Remote sensing.
Source of heading or term fast
Authority record control number (OCoLC)fst00900758
9 (RLIN) 64012
Topical term or geographic name as entry element Environmental monitoring
General subdivision Remote sensing.
Source of heading or term fast
Authority record control number (OCoLC)fst00913234
9 (RLIN) 64013
Topical term or geographic name as entry element Geographic information systems.
Source of heading or term fast
Authority record control number (OCoLC)fst00940423
9 (RLIN) 64014
Topical term or geographic name as entry element R (Computer program language)
Source of heading or term fast
Authority record control number (OCoLC)fst01086207
9 (RLIN) 64015
655 #7 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Geographic information systems.
Source of term fast
Authority record control number (OCoLC)fst01752691
9 (RLIN) 64016
Genre/form data or focus term Geographic information systems.
Source of term lcgft
9 (RLIN) 64017
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Pourghasemi, Hamid Reza,
Relator term editor.
9 (RLIN) 64018
Personal name Gokceoglu, Candan,
Relator term editor.
9 (RLIN) 64019
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Relationship information Print version:
Title Spatial modeling in GIS and R for earth and environmental sciences.
Place, publisher, and date of publication Amsterdam, Netherlands ; Cambridge, MA, United States : Elsevier, 2019
International Standard Book Number 0128152265
-- 9780128152263
Record control number (OCoLC)1084302116
856 40 - ELECTRONIC LOCATION AND ACCESS
Materials specified ELSEVIER
Uniform Resource Identifier <a href="https://www.sciencedirect.com/science/book/9780128152263">https://www.sciencedirect.com/science/book/9780128152263</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type eBooks

No items available.