Spatial statistics for python

This module aims to provide spatial statistics for python, that runs without the installation of extensive GIS packages. For more details see the documentation.

The package implements three different categories of spatial statistics:

• Focal statistics (pyspatialstats.focal), which are calculated as a moving window over input rasters (2D).

• Grouped statistics (pyspatialstats.grouped), which calculates the statistics based on group indices (xD)

• Zonal statistics (pyspatialstats.zonal), which calculates the statistics for each group index and reapplies it to the index. This depends on the grouped statistics module.

Documentation

Getting Started

• Installation
  • Required dependencies
  • Instructions

Statistics

• Focal statistics
  • Examples
• Grouped statistics
• Zonal statistics

Methods

• Windows
  • RectangularWindow
  • MaskedWindow
• Rolling window
• Parallel processing

Tutorials

• Usage example
  • Focal statistics
• Creating custom focal statistic function
  • Creating custom focal mean

API Reference

• What’s new
• API reference
  • Focal statistics
  • Grouped statistics
  • Zonal statistics
  • Rolling functions
  • Windows

License

pyspatialstats is published under a MIT license.

Indices and tables

• Index

• Module Index

• Search Page