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How to crop non-rectangular images in the map?

There is an image classification problem about land cover/land use~~

How to get only the image in the sampling area (inside the circle)?

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POSTED BY: Tsai Ming-Chou

I think you need to remove the GeoRange value. Note that GeoRange->d means radius d.

GeoGraphics[GeoCircle[sampleCenter, Quantity[5, "Kilometers"]], 
 GeoRangePadding -> None, GeoBackground -> "StreetMapNoLabels"]

enter image description here

Or do you want only the interior of the circle?

GeoGraphics[{GeoStyling["StreetMapNoLabels"], 
  GeoDisk[sampleCenter, Quantity[5, "Kilometers"]]}, 
 GeoBackground -> None]

enter image description here

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