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GIS IN R Implementation of a web application 
전상환
G
G Give way to despair
GI 
Give way to despair
GI 
Give way to despair 
Innovation
GI 
S 
Give way to despair 
Innovation
GI 
S 
Give way to despair 
Innovation 
Share Everything
WHAT IS R? 
! 
Statistical 
GNU S, GNU GPL 
Data miners and Statistical Software 
Script language
WHY USE R?
WHY USE R? 
Open Source
WHY USE R? 
Open Source 
Programing Language
WHY USE R? 
Open Source 
Programing Language 
Visulization
WHY USE R? 
Open Source 
Programing Language 
Visulization 
Community
WHY USE R? 
Open Source 
Programing Language 
Visulization 
Community 
Flexible
WHY USE R? 
Open Source 
Programing Language 
Visulization 
Community 
Flexible 
Powerful
WHY USE R? 
Open Source 
Programing Language 
Visulization 
Community 
Flexible 
Object-Oriented 
Powerful
WHY USE R? 
Open Source 
中国 俗语Ob ject-Oriented 
Programing Language 
‘yauh Visulization 
peng, yauh leng’ 
Community 
Flexible 
Powerful
GIS IN R 
• Analyze spatial data without QGIS or ArcGIS 
• Simplest data 
• Provide Many GIS Packages 
• Applied Spatial Data Analysis with R (Roger S. Bivand, 
Edzer Pebesma and V. Gómez-Rubio/ UseR! Series, Springer 2nd ed. 2013)
SHINY IN R 
> install.packages(shiny) 
> library(shiny) 
> runApp() 
- Interactive 
- Reactive UI 
- Base on Twitter - Bootstrap 
- HTML, CSS, javascript & jQuery
GIS 
PACKAGES 
> library(DBI) 
> library(RPostgreSQL) 
> library(sp) 
> library(spgwr) 
> library(rgdal) 
> library(rgeos) 
> library(gstat) 
> library(utils) 
> library(Matrix) 
> library(spdep) 
> library(pgirmess)
SPATIAL ECONOMETRIC ANALYSIS IN R
SPATIAL ECONOMETRIC ANALYSIS IN R 
Import Spatial Data
SPATIAL ECONOMETRIC ANALYSIS IN R 
Import Spatial Data 
- PostGIS 
- readWKT 
- SpatialDataFrame 
- Police Box 
- Grid Map of the 
Busan
SPATIAL ECONOMETRIC ANALYSIS IN R 
Import Spatial Data Interpolation 
- PostGIS 
- readWKT 
- SpatialDataFrame 
- Police Box 
- Grid Map of the 
Busan
SPATIAL ECONOMETRIC ANALYSIS IN R 
Import Spatial Data Interpolation 
- PostGIS 
- readWKT 
- SpatialDataFrame 
- Police Box 
- Grid Map of the 
Busan 
- Ordinary Kriging 
- SpatialPointsData 
Frame 
- Nugget model
SPATIAL ECONOMETRIC ANALYSIS IN R 
Import Spatial Data Interpolation spatial autocorrelation 
- PostGIS 
- readWKT 
- SpatialDataFrame 
- Police Box 
- Grid Map of the 
Busan 
- Ordinary Kriging 
- SpatialPointsData 
Frame 
- Nugget model
SPATIAL ECONOMETRIC ANALYSIS IN R 
Import Spatial Data Interpolation spatial autocorrelation 
- PostGIS 
- readWKT 
- SpatialDataFrame 
- Police Box 
- Grid Map of the 
Busan 
- Ordinary Kriging 
- SpatialPointsData 
Frame 
- Nugget model 
- Local Test 
- Global Test 
- First law of Geography 
- GeographicallyWeighted 
Regression
SPATIAL ECONOMETRIC ANALYSIS IN R 
Import Spatial Data Interpolation spatial autocorrelation GWR 
- PostGIS 
- readWKT 
- SpatialDataFrame 
- Police Box 
- Grid Map of the 
Busan 
- Ordinary Kriging 
- SpatialPointsData 
Frame 
- Nugget model 
- Local Test 
- Global Test 
- First law of Geography 
- GeographicallyWeighted 
Regression
Waldo R. Tobler 
SPATIAL ECONOMETRIC ANALYSIS IN R 
First law of Geography 
Import Spatial Data Interpolation spatial autocorrelation GWR 
- PostGIS 
- readWKT 
- SpatialDataFrame 
- Police Box 
- Grid Map of the 
Busan 
- Ordinary Kriging 
- SpatialPointsData 
Frame 
- Nugget model 
- Local Test 
- Global Test 
- First law of Geography 
- GeographicallyWeighted 
Regression 
! 
"Everything is related to 
everything else, but near things 
are more related to each other"
http://www.bloter.net/archives/203684
THANK YOU
THANK YOU

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GIS in R (Implementation of a web application)

  • 1. GIS IN R Implementation of a web application 전상환
  • 2.
  • 3. G
  • 4. G Give way to despair
  • 5. GI Give way to despair
  • 6. GI Give way to despair Innovation
  • 7. GI S Give way to despair Innovation
  • 8. GI S Give way to despair Innovation Share Everything
  • 9. WHAT IS R? ! Statistical GNU S, GNU GPL Data miners and Statistical Software Script language
  • 11. WHY USE R? Open Source
  • 12. WHY USE R? Open Source Programing Language
  • 13. WHY USE R? Open Source Programing Language Visulization
  • 14. WHY USE R? Open Source Programing Language Visulization Community
  • 15. WHY USE R? Open Source Programing Language Visulization Community Flexible
  • 16. WHY USE R? Open Source Programing Language Visulization Community Flexible Powerful
  • 17. WHY USE R? Open Source Programing Language Visulization Community Flexible Object-Oriented Powerful
  • 18. WHY USE R? Open Source 中国 俗语Ob ject-Oriented Programing Language ‘yauh Visulization peng, yauh leng’ Community Flexible Powerful
  • 19. GIS IN R • Analyze spatial data without QGIS or ArcGIS • Simplest data • Provide Many GIS Packages • Applied Spatial Data Analysis with R (Roger S. Bivand, Edzer Pebesma and V. Gómez-Rubio/ UseR! Series, Springer 2nd ed. 2013)
  • 20. SHINY IN R > install.packages(shiny) > library(shiny) > runApp() - Interactive - Reactive UI - Base on Twitter - Bootstrap - HTML, CSS, javascript & jQuery
  • 21. GIS PACKAGES > library(DBI) > library(RPostgreSQL) > library(sp) > library(spgwr) > library(rgdal) > library(rgeos) > library(gstat) > library(utils) > library(Matrix) > library(spdep) > library(pgirmess)
  • 23. SPATIAL ECONOMETRIC ANALYSIS IN R Import Spatial Data
  • 24. SPATIAL ECONOMETRIC ANALYSIS IN R Import Spatial Data - PostGIS - readWKT - SpatialDataFrame - Police Box - Grid Map of the Busan
  • 25. SPATIAL ECONOMETRIC ANALYSIS IN R Import Spatial Data Interpolation - PostGIS - readWKT - SpatialDataFrame - Police Box - Grid Map of the Busan
  • 26. SPATIAL ECONOMETRIC ANALYSIS IN R Import Spatial Data Interpolation - PostGIS - readWKT - SpatialDataFrame - Police Box - Grid Map of the Busan - Ordinary Kriging - SpatialPointsData Frame - Nugget model
  • 27. SPATIAL ECONOMETRIC ANALYSIS IN R Import Spatial Data Interpolation spatial autocorrelation - PostGIS - readWKT - SpatialDataFrame - Police Box - Grid Map of the Busan - Ordinary Kriging - SpatialPointsData Frame - Nugget model
  • 28. SPATIAL ECONOMETRIC ANALYSIS IN R Import Spatial Data Interpolation spatial autocorrelation - PostGIS - readWKT - SpatialDataFrame - Police Box - Grid Map of the Busan - Ordinary Kriging - SpatialPointsData Frame - Nugget model - Local Test - Global Test - First law of Geography - GeographicallyWeighted Regression
  • 29. SPATIAL ECONOMETRIC ANALYSIS IN R Import Spatial Data Interpolation spatial autocorrelation GWR - PostGIS - readWKT - SpatialDataFrame - Police Box - Grid Map of the Busan - Ordinary Kriging - SpatialPointsData Frame - Nugget model - Local Test - Global Test - First law of Geography - GeographicallyWeighted Regression
  • 30. Waldo R. Tobler SPATIAL ECONOMETRIC ANALYSIS IN R First law of Geography Import Spatial Data Interpolation spatial autocorrelation GWR - PostGIS - readWKT - SpatialDataFrame - Police Box - Grid Map of the Busan - Ordinary Kriging - SpatialPointsData Frame - Nugget model - Local Test - Global Test - First law of Geography - GeographicallyWeighted Regression ! "Everything is related to everything else, but near things are more related to each other"
  • 31.
  • 32.
  • 33.
  • 34.