get_valid_vector

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get_valid_vector#

get_valid_vector(xds: str | CloudPath | Path | tuple[ndarray | MaskedArray, dict] | DataArray | Dataset | DatasetReader | DatasetWriter, default_nodata: int = 0) → GeoDataFrame[source]#

Get the valid data of a raster, returned as a vector.

Pay attention that every nodata pixel will appear too. If you want only the footprint of the raster, please use rasters.get_footprint.

Parameters:

  • xds (AnyRasterType) – Path to the raster or a rasterio dataset or a xarray

  • default_nodata (int) – Default values for nodata in case of non-existing in file

Returns:

Nodata Vector

Return type:

gpd.GeoDataFrame

Example

>>> raster_path = "path/to/raster.tif"
>>> nodata1 = get_nodata_vec(raster_path)
>>>
>>> # or
>>> with rasterio.open(raster_path) as ds:
>>>     nodata2 = get_nodata_vec(ds)
>>>
>>> # Assert those two approaches give the same result
>>> nodata1 == nodata2
True
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