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