Difference between revisions of "Lesson04"
Jump to navigation
Jump to search
| Line 28: | Line 28: | ||
|} | |} | ||
<br/> | <br/> | ||
| + | |||
| + | <font size="6">'''Spatial Autocorrelation and Spatial Weights'''</font> | ||
=Content= | =Content= | ||
| − | * | + | * Tobler’s First law of Geography |
| − | * | + | * Principles of spatial autocorrelation |
| − | * | + | * Concepts of Spatial Proximity and Spatial Weights |
| − | * | + | * Measures of Spatial Autocorrelation |
| − | + | ** Join count, Moran’s I, Geary’s c | |
| + | ** Moran scatter plot | ||
| + | ** Spatial correlogram | ||
| + | ** Nonparametric spatial correlogram | ||
| + | |||
| + | References | ||
| + | |||
| + | O’Sullivan, D., and Unwin, D. (2010) Geographic Information Analysis, Second Edition. John Wiley & Sons Inc., New Jersey, Canada. Chapter 5-6. | ||
| + | |||
| + | Getis, A., 2010 “B.3 Spatial Autocorrelation” in Fischer, M.M., and Getis, A. 2010 Handbook of Applied Spatial Analysis: Software Tools, Methods and Applications, Springer. | ||
| + | |||
| + | Anselin, L. (1996) “The Moran scatterplot as an ESDA tool to assess local instability in spatial association” | ||
| + | |||
Revision as of 17:04, 8 January 2019
IS415 GeoSpatial Analytics and Applications
|
|
|
|
|
|
Spatial Autocorrelation and Spatial Weights
Content
- Tobler’s First law of Geography
- Principles of spatial autocorrelation
- Concepts of Spatial Proximity and Spatial Weights
- Measures of Spatial Autocorrelation
- Join count, Moran’s I, Geary’s c
- Moran scatter plot
- Spatial correlogram
- Nonparametric spatial correlogram
References
O’Sullivan, D., and Unwin, D. (2010) Geographic Information Analysis, Second Edition. John Wiley & Sons Inc., New Jersey, Canada. Chapter 5-6.
Getis, A., 2010 “B.3 Spatial Autocorrelation” in Fischer, M.M., and Getis, A. 2010 Handbook of Applied Spatial Analysis: Software Tools, Methods and Applications, Springer.
Anselin, L. (1996) “The Moran scatterplot as an ESDA tool to assess local instability in spatial association”
