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GIS and geostatistical techniques fo...

Senapathi, Venkatramanan.

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GIS and geostatistical techniques for groundwater science

Record Type:	Electronic resources : Monograph/item
Title/Author:	GIS and geostatistical techniques for groundwater science/ Venkatramanan Senapathi, Prasanna Mohan Viswanathan, Sang Yong Chung.
Author:	Senapathi, Venkatramanan.
other author:	Viswanathan, Prasanna Mohan.
Published:	Amsterdam :Elsevier, : 2019.,
Description:	1 online resource (392 p.).
[NT 15003449]:	Front Cover; GIS and Geostatistical Techniques for Groundwater Science; Copyright; Contents; Contributors; Preface; Acknowledgments; Section A: Introduction and History of GIS and Geostatistical Techniques in Groundwater Science; Chapter 1: Fundamentals of GIS; 1.1. Introduction; 1.2. Definition of GIS; 1.3. What GIS Can Do; 1.4. Geographic Referencing Concepts; 1.5. Geographic Coordinate System; 1.6. Projected Coordinate System; 1.7. Adopted From ESRI; 1.8. Map Scale; 1.9. Creating a GIS; 1.10. GIS Data Input; 1.10.1. Vector Data Capture; 1.10.1.1. Map Projections and Scale.
[NT 15003449]:	1.10.2. Raster Data Capture1.10.3. Attribute Data; 1.11. Data Storage and Retrieval; 1.12. Geographic Analysis; 1.13. Steps in Building a GIS; 1.14. Summary; References; Chapter 2: Merits and Demerits of GIS and Geostatistical Techniques; 2.1. Introduction; 2.2. Basic Principles of Geostatistical Methods; 2.3. Merits and Demerits of GIS; 2.3.1. Disadvantages of Geographic Information Systems; 2.3.2. Advantages of Geostatistics Techniques; 2.3.3. Disadvantages of Geostatistics techniques; 2.4. Summary; References; Chapter 3: An Introduction to Various Spatial Analysis Techniques.
[NT 15003449]:	3.1. Introduction3.2. Types of Spatial Analysis; 3.2.1. Inverse Distance Weighting; 3.2.2. Natural Neighbor Inverse Distance Weighted; 3.2.3. Spline; 3.2.4. Spline Interpolations; 3.2.5. Kriging; 3.3. Kriging Types; 3.3.1. Ordinary Kriging; 3.3.2. Simple Kriging; 3.3.3. Universal Kriging; 3.3.4. Indicator Kriging; 3.3.5. Probability Kriging; 3.3.6. Disjunctive Kriging; 3.3.7. Topo Grid/Topo to Raster; 3.4. Summary; References; Section B: Types of Geospatial and Geostatistical Techniques.
[NT 15003449]:	Chapter 4: Supplement of Missing Data in Groundwater-Level Variations of Peak Type Using Geostatistical Methods4.1. Introduction; 4.2. Groundwater Level Data With a Peak Type Variation; 4.3. Geostatistical Methods; 4.3.1. Kriging; 4.3.2. Variogram; 4.3.3. Conditional Simulation; 4.4. Comparison of Interpolation Capability; 4.4.1. Statistical Validation Test; 4.4.2. Interpolation of Artificial Missing Data; 4.5. Interpolation of Actual Missing Data; 4.5.1. Application of Kriging; 4.5.2. Application of Conditional Simulation; 4.5.3. Cross Validation Test; 4.6. Conclusions; References.
[NT 15003449]:	Chapter 5: A Comparative Study of Spatial Interpolation Technique (IDW and Kriging) for Determining Groundwater Quality5.1. Introduction; 5.1.1. Nongeostatistical Interpolation Methods; 5.1.2. Geostatistical Interpolation Methods; 5.1.2.1. Semivariogram; 5.1.2.2. Kriging; 5.1.3. Use of Geostatistics for the Study of Groundwater Quality; 5.2. Geographic Setup and Hydrogeological Characteristics; 5.3. Data and Methods Used; 5.3.1. Exploring the Dataset; 5.3.2. Interpolation Methods; 5.3.3. Semivariogram Modeling; 5.3.4. Cross-Validation; 5.3.5. Prediction Map; 5.4. Results and Discussion.
Subject:	Groundwater - Remote sensing. -
Online resource:	https://www.sciencedirect.com/science/book/9780128154137
ISBN:	9780128154144 (electronic bk.)

GIS and geostatistical techniques for groundwater science
Senapathi, Venkatramanan.

GIS and geostatistical techniques for groundwater science[electronic resource] /Venkatramanan Senapathi, Prasanna Mohan Viswanathan, Sang Yong Chung. - Amsterdam :Elsevier,2019. - 1 online resource (392 p.).

Front Cover; GIS and Geostatistical Techniques for Groundwater Science; Copyright; Contents; Contributors; Preface; Acknowledgments; Section A: Introduction and History of GIS and Geostatistical Techniques in Groundwater Science; Chapter 1: Fundamentals of GIS; 1.1. Introduction; 1.2. Definition of GIS; 1.3. What GIS Can Do; 1.4. Geographic Referencing Concepts; 1.5. Geographic Coordinate System; 1.6. Projected Coordinate System; 1.7. Adopted From ESRI; 1.8. Map Scale; 1.9. Creating a GIS; 1.10. GIS Data Input; 1.10.1. Vector Data Capture; 1.10.1.1. Map Projections and Scale.

ISBN: 9780128154144 (electronic bk.)

Nat. Bib. No.: GBB9E4443bnbSubjects--Topical Terms:

3512570
Groundwater
--Remote sensing.Index Terms--Genre/Form:

542853
Electronic books.

LC Class. No.: GB1001.72.R42

Dewey Class. No.: 551.490285

GIS and geostatistical techniques for groundwater science
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300 $a 1 online resource (392 p.).
505 0 $a Front Cover; GIS and Geostatistical Techniques for Groundwater Science; Copyright; Contents; Contributors; Preface; Acknowledgments; Section A: Introduction and History of GIS and Geostatistical Techniques in Groundwater Science; Chapter 1: Fundamentals of GIS; 1.1. Introduction; 1.2. Definition of GIS; 1.3. What GIS Can Do; 1.4. Geographic Referencing Concepts; 1.5. Geographic Coordinate System; 1.6. Projected Coordinate System; 1.7. Adopted From ESRI; 1.8. Map Scale; 1.9. Creating a GIS; 1.10. GIS Data Input; 1.10.1. Vector Data Capture; 1.10.1.1. Map Projections and Scale.
505 8 $a 1.10.2. Raster Data Capture1.10.3. Attribute Data; 1.11. Data Storage and Retrieval; 1.12. Geographic Analysis; 1.13. Steps in Building a GIS; 1.14. Summary; References; Chapter 2: Merits and Demerits of GIS and Geostatistical Techniques; 2.1. Introduction; 2.2. Basic Principles of Geostatistical Methods; 2.3. Merits and Demerits of GIS; 2.3.1. Disadvantages of Geographic Information Systems; 2.3.2. Advantages of Geostatistics Techniques; 2.3.3. Disadvantages of Geostatistics techniques; 2.4. Summary; References; Chapter 3: An Introduction to Various Spatial Analysis Techniques.
505 8 $a 3.1. Introduction3.2. Types of Spatial Analysis; 3.2.1. Inverse Distance Weighting; 3.2.2. Natural Neighbor Inverse Distance Weighted; 3.2.3. Spline; 3.2.4. Spline Interpolations; 3.2.5. Kriging; 3.3. Kriging Types; 3.3.1. Ordinary Kriging; 3.3.2. Simple Kriging; 3.3.3. Universal Kriging; 3.3.4. Indicator Kriging; 3.3.5. Probability Kriging; 3.3.6. Disjunctive Kriging; 3.3.7. Topo Grid/Topo to Raster; 3.4. Summary; References; Section B: Types of Geospatial and Geostatistical Techniques.
505 8 $a Chapter 4: Supplement of Missing Data in Groundwater-Level Variations of Peak Type Using Geostatistical Methods4.1. Introduction; 4.2. Groundwater Level Data With a Peak Type Variation; 4.3. Geostatistical Methods; 4.3.1. Kriging; 4.3.2. Variogram; 4.3.3. Conditional Simulation; 4.4. Comparison of Interpolation Capability; 4.4.1. Statistical Validation Test; 4.4.2. Interpolation of Artificial Missing Data; 4.5. Interpolation of Actual Missing Data; 4.5.1. Application of Kriging; 4.5.2. Application of Conditional Simulation; 4.5.3. Cross Validation Test; 4.6. Conclusions; References.
505 8 $a Chapter 5: A Comparative Study of Spatial Interpolation Technique (IDW and Kriging) for Determining Groundwater Quality5.1. Introduction; 5.1.1. Nongeostatistical Interpolation Methods; 5.1.2. Geostatistical Interpolation Methods; 5.1.2.1. Semivariogram; 5.1.2.2. Kriging; 5.1.3. Use of Geostatistics for the Study of Groundwater Quality; 5.2. Geographic Setup and Hydrogeological Characteristics; 5.3. Data and Methods Used; 5.3.1. Exploring the Dataset; 5.3.2. Interpolation Methods; 5.3.3. Semivariogram Modeling; 5.3.4. Cross-Validation; 5.3.5. Prediction Map; 5.4. Results and Discussion.
650 0 $a Groundwater $x Remote sensing. $3 3512570
650 0 $a Hydrogeology $x Statistical methods. $3 706442
655 4 $a Electronic books. $2 lcsh $3 542853
700 1 $a Viswanathan, Prasanna Mohan. $3 3615171
700 1 $a Chung, Sang Yong. $3 3615172
856 4 0 $u https://www.sciencedirect.com/science/book/9780128154137