An overview of the Space Time Cube Creation toolset
The Space Time Cube Creation toolset contains tools that summarize data into a netCDF data structure that can be used as input to tools in the Space Time Pattern Analysis and Time Series Forecasting toolsets. The data aggregated and summarized into the space-time cube must have time stamps but can come from many different formats such as a set of points, panel data, related tables, or multidimensional raster layers. When the space-time cube is created, initial summary statistics and trend are calculated.
Note:
See Visualize the space-time cube for strategies on how to visualize the contents of a space-time cube.
|
Tool |
Description |
|---|---|
|
Summarizes a set of points into a netCDF data structure by aggregating them into space-time bins. Within each bin, the points are counted, and specified attributes are aggregated. For all bin locations, the trend for counts and summary field values are evaluated. |
|
|
Structures panel data or station data (defined locations where geography does not change but attributes are changing over time) into a netCDF data format by creating space-time bins. For all locations, the trend for variables or summary fields is evaluated. |
|
|
Creates a space-time cube from a multidimensional raster layer and structures the data into space-time bins for efficient space-time analysis and visualization. |
Additional resources
The Spatial Statistics Resources page contains a variety of resources to help you use the Spatial Statistics and Space Time Pattern Mining tools, including the following:
Hands-on tutorials
Workshop videos and presentations
Training and web seminars
Links to books, articles, and technical papers
Sample scripts and case studies