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I have a bitmap that contains a polygon NDVI and nodata space. How do I get the average value of the polygon only, and not the entire raster.

enter image description here

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    @BERA Yes, I have QGIS, but I have to process a lot of rasters, and this is an intermediate step, so I would like to do without this system. – Константин Apr 7 at 17:00
  • What are you open to using? gdal command-line utilities, gdal c++ apis, gdal python bindings, python packages that use gdal? – mikewatt Apr 7 at 19:02
  • @mikewatt I use gdal command-line utilities and gdal python bindings – Константин Apr 7 at 21:02
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Assuming the nodata value is defined, you could you could do something like this with the Python bindings. mask = array != nodata gives a boolean array which contains True for valid pixels and False for nodata pixels, and array[mask] uses numpy's boolean indexing to return only non-nodata values.

import gdal
import numpy as np

ds = gdal.Open(path)
band = ds.GetRasterBand(1)
nodata = band.GetNoDataValue()
assert nodata is not None
array = band.ReadAsArray()
mask = array != nodata
mean = np.mean(array[mask])
print(mean)

Although I would always recommend rasterio over the Python bindings. You could use boolean indexing as above, or read it as a masked array and use numpy's masked array routines:

import numpy as np
import rasterio


with rasterio.open(path) as f:
    array = f.read(1, masked=True)
    mean = np.ma.mean(array)
    print(mean)

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