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Raster Smoothing

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05-10-2012 11:38 AM
MikeWissner
Emerging Contributor
Hello All,

I have a raster with hard edges that I'm trying to smooth into a more traditional "heat map" symbology.  I have tried the Filter tool, but that did not produce the desired results.  Any suggestions as to how to generalize this raster into a heat map without point data?

thanks,
mike
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EricRice
Esri Regular Contributor
Greetings,

The image on the left appears to have been created with Point Density, and the image on the right with Kernel Density.  Kernel Density uses kernel function to fit a smoothly tapered surface to each input point or polyline, typically resulting in a more visually appealing outcome.  If all you are concerned about at this point is the representation, you can try running the Focal Statistics tool with a medium window size and get the Mean statistic.  This is going to mess up the real density values obviously so beware.

Filter is using a 3x3 window size, so you'll want to go bigger than that when using Focal Statistics.
 
Eric

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EricRice
Esri Regular Contributor
Greetings,

The image on the left appears to have been created with Point Density, and the image on the right with Kernel Density.  Kernel Density uses kernel function to fit a smoothly tapered surface to each input point or polyline, typically resulting in a more visually appealing outcome.  If all you are concerned about at this point is the representation, you can try running the Focal Statistics tool with a medium window size and get the Mean statistic.  This is going to mess up the real density values obviously so beware.

Filter is using a 3x3 window size, so you'll want to go bigger than that when using Focal Statistics.
 
Eric
by Anonymous User
Not applicable
Original User: mikeLwiss

Thank you Eric,

Focal Statistics did exactly what I was looking for.


much appreciated, mike
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