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Focal Statistics (Spatial Analyst), calculates for each input cell location a statistic of the values within a specified neighbourhood around it.
1
vote
Interpolate for no data areas in a raster
I would say using focal statistics is actually the right approach. What is the problem with the results by using focal statistics?
This thread should help you: Fill in NoData gaps in raster using Arc …