Displaying Time Series Spatial and Space Time Data with R 2nd Edition by Oscar Perpinan Lamigueiro ISBN 9781138089976 1138089974

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Product details:
ISBN 10: 1138089974
ISBN 13: 9781138089976
Author: Oscar Perpinan Lamigueiro

Displaying Time Series Spatial and Space Time Data with R 2nd Edition Table of contents:

1 Introduction

1.1 What This Book Is About

1.2 What You Will Not Find in This Book

1.3 How to Read This Book

1.4 R Graphics

1.5 Packages

1.6 Software Used to Write This Book

1.7 About the Author

1.8 Acknowledgments

I Time Series

2 Displaying Time Series: Introduction

2.1 Packages

2.2 Further Reading

3 Time on the Horizontal Axis

3.1 Time Graph of Variables with Different Scales

3.2 Time Series of Variables with the Same Scale

3.3 Stacked Graphs

3.4 Interactive Graphics

4 Time as a Conditioning or Grouping Variable

4.1 Scatterplot Matrix: Time as a Grouping Variable

4.2 Scatterplot with Time as a Conditioning Variable

5 Time as a Complementary Variable

5.1 Polylines

5.2 A Panel for Each Year

5.3 Interactive Graphics: Animation

6 About the Data

6.1 Siar

6.2 Unemployment in the United States

6.3 Gross National Income and Emissions

II Spatial Data

7 Displaying Spatial Data: Introduction

7.1 Packages

7.2 Further Reading

8 Thematic Maps: Proportional Symbol Mapping

8.1 Introduction

8.2 Proportional Symbol Mapping with spplot

8.3 Proportional Symbol Mapping with ggplot

8.4 Optimal Classification to Improve Discrimination

8.5 Spatial Context with Underlying Layers and Labels

8.6 Spatial Interpolation

8.7 Interactive Graphics

9 Thematic Maps: Choropleth Maps

9.1 Introduction

9.2 Quantitative Variable

9.3 Qualitative Variable

9.4 Small Multiples with Choropleth Maps

9.5 Bivariate Map

9.6 Interactive Graphics

10 Thematic Maps: Raster Maps

10.1 Quantitative Data

10.2 Categorical Data

10.3 Bivariate Legend

10.4 Interactive Graphics

11 Vector Fields

11.1 Introduction

11.2 Arrow Plot

11.3 Streamlines

12 Physical and Reference Maps

12.1 Physical Maps

12.2 Reference maps

13 About the Data

13.1 Air Quality in Madrid

13.2 Spanish General Elections

13.3 CM SAF

13.4 Land Cover and Population Rasters

III Space-Time Data

14 Displaying Spatiotemporal Data: Introduction

14.1 Packages

14.2 Further Reading

15 Spatiotemporal Raster Data

15.1 Introduction

15.2 Level Plots

15.3 Graphical Exploratory Data Analysis

15.4 Space-Time and Time Series Plots

16 Spatiotemporal Point Observations

16.1 Introduction

16.2 Graphics with spacetime

17 Animation

17.1 Depicting Variable Changes Over Time: Raster Data

17.2 Depicting Variable Changes Over Time: Point Space-Time Data

17.3 Fly-by Animation

IV Glossary, Bibliography and Index

Bibliography

Index

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Tags: Oscar Perpinan Lamigueiro, Time Series Spatial, Space Time Data, R