semantique.ArrayProxy.smooth#
- ArrayProxy.smooth(reducer, dimension, size, **kwargs)[source]#
Smooth the values in an array through a moving window.
Smoothes the pixel values by applying a moving window function along a given dimension.
The moving window functions are reducer functions that reduce the values in the window to a single value. See here for an overview of the built-in reducer functions that can be chosen from (they should be referred to by their name, without the underscore at the end).
- Parameters:
reducer (
str) – Name of the reducer function to be used to reduce the values in the moving window.dimension (
str) – Name of the dimension to smooth along.size (
int) – Size k defining the extent of the rolling window. The pixel being smoothed will always be in the center of the window, with k pixels at its left and k pixels at its right. If the dimension to smooth over is the spatial dimension, the size will be used for both the X and Y dimension, forming a square window with the smoothed pixel in the middle.**kwargs – Additional keyword arguments passed on to
Array.smooth.
- Returns:
Examples
>>> import semantique as sq >>> sq.entity("water").smooth("any", "time", 1)