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Moving average to fill holes (interpolation)

• One way moving averages can be used, is to fill holes in time series. Consider the standard situation at the top of the illustration: the moving average simply averages within a given window. The value for the dot in red is replaced by the average of all values in the red box; the value for the dot in green is replaced by the average of all values in the green box; and so on.

Moving surface:

• calculates a pixel value by fitting a surface for each output pixel through weighted point values. The weight factors for the points are calculated by a user-specified weight function. Weights may for instance approximately equal the inverse distance to an output pixel.

• https://mgimond.github.io/Spatial/introGIS.html
• https://www.slideshare.net/AlkeshGoyal/extrapolation-27667875
• http://www.gisresources.com/types-interpolation-methods_3/

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