Difference between revisions of "Lesson9"
Jump to navigation
Jump to search
(Created page with "<div style=background:#2B3856 border:#A3BFB1> 200px <font size = 5; color="#FFFFFF">IS415 GeoSpatial Analytics and Applications</font> </div> <!--MAIN...") |
|||
| (4 intermediate revisions by the same user not shown) | |||
| Line 28: | Line 28: | ||
|} | |} | ||
<br/> | <br/> | ||
| + | |||
| + | <font size="5">'''Advanced Spatial Point Patterns Analysis'''</font> | ||
| + | |||
| + | =Content= | ||
| + | * Basic concept of Second-order Point Patterns | ||
| + | * Second-order Spatial Point Patterns Analysis Techniques | ||
| + | ** G-function | ||
| + | ** F-function | ||
| + | ** K-function | ||
| + | ** L-function | ||
| + | * Inhomogeneous Spatial Point Patterns | ||
| + | * Network-Constrained Spatial Point Patterns Analysis | ||
| + | * Spation-temporal Point Patterns Analysis | ||
| + | |||
| + | |||
| + | =Must do= | ||
| + | |||
| + | Read: | ||
| + | |||
| + | O’Sullivan, D., and Unwin, D. (2010) Geographic Information Analysis, Second Edition. John Wiley & Sons Inc., New Jersey, Canada. Chapter 5-6. | ||
| + | |||
| + | “4.3.4 Density, kernels and occupancy” in De Smith, M. J., Goodchild, M.F., and Longley, P.A. (2018) Geospatial Analysis: A Comprehensive Guide to Principles Techniques and Software Tools (6th edition) [http://www.spatialanalysisonline.com/HTML/index.html?queries__computations_and_dens.htm] | ||
| + | |||
| + | |||
| + | =In-Class Exercise= | ||
| + | |||
| + | * Hands-on Exercise 9. The handout and data sets are available at course eLearn. | ||
| + | |||
| + | |||
| + | =R Packages= | ||
| + | |||
| + | * '''spatstat''': Spatial Point Pattern Analysis, Model-Fitting, Simulation, Tests [https://cran.r-project.org/web/packages/spatstat/index.html] | ||
| + | |||
| + | * Getting Started with spatstat [https://cran.r-project.org/web/packages/spatstat/vignettes/getstart.pdf]. | ||
| + | |||
| + | * Handling shapefiles in the spatstat package [https://cran.r-project.org/web/packages/spatstat/vignettes/shapefiles.pdf] | ||
| + | |||
| + | |||
| + | =References= | ||
| + | |||
| + | Okabe, A. and Sugihara, K. (2012) '''Spatial Analysis along Networks: Statistical and Computational Methods'''. John Wiley & Sons, West Sussex, United Kingdom. | ||
| + | |||
| + | |||
| + | ==Methods== | ||
| + | |||
| + | |||
| + | |||
| + | ==Applications== | ||
Latest revision as of 08:20, 10 March 2019
IS415 GeoSpatial Analytics and Applications
|
|
|
|
|
|
Advanced Spatial Point Patterns Analysis
Contents
Content
- Basic concept of Second-order Point Patterns
- Second-order Spatial Point Patterns Analysis Techniques
- G-function
- F-function
- K-function
- L-function
- Inhomogeneous Spatial Point Patterns
- Network-Constrained Spatial Point Patterns Analysis
- Spation-temporal Point Patterns Analysis
Must do
Read:
O’Sullivan, D., and Unwin, D. (2010) Geographic Information Analysis, Second Edition. John Wiley & Sons Inc., New Jersey, Canada. Chapter 5-6.
“4.3.4 Density, kernels and occupancy” in De Smith, M. J., Goodchild, M.F., and Longley, P.A. (2018) Geospatial Analysis: A Comprehensive Guide to Principles Techniques and Software Tools (6th edition) [1]
In-Class Exercise
- Hands-on Exercise 9. The handout and data sets are available at course eLearn.
R Packages
- spatstat: Spatial Point Pattern Analysis, Model-Fitting, Simulation, Tests [2]
- Getting Started with spatstat [3].
- Handling shapefiles in the spatstat package [4]
References
Okabe, A. and Sugihara, K. (2012) Spatial Analysis along Networks: Statistical and Computational Methods. John Wiley & Sons, West Sussex, United Kingdom.
