Xarray Interop
Importing odc.geo.xr enables .odc extension on xarray.DataArray and
xarray.Dataset. You can access geospatial information recorded on those arrays. In the
example below we make a sample array filled with zeros, but .odc.geobox will work on data loaded
by other libraries like rioxarray or odc.stac. One can also use
odc.geo.xr.assign_crs() to inject geospatial information into arrays without one present.
from odc.geo.geobox import GeoBox
from odc.geo.xr import ODCExtensionDa, xr_zeros
xx = xr_zeros(
GeoBox.from_bbox(
(-2_000_000, -5_000_000, 2_250_000, -1_000_000), "epsg:3577", resolution=1000
),
chunks=(1000, 1000),
)
assert isinstance(xx.odc, ODCExtensionDa)
display(xx)
display(xx.odc.geobox)
<xarray.DataArray 'zeros_like-9a7037b0c547c1b9e4b6dbb0e1474e63' (y: 4000,
x: 4250)> Size: 136MB
dask.array<zeros_like, shape=(4000, 4250), dtype=float64, chunksize=(1000, 1000), chunktype=numpy.ndarray>
Coordinates:
* y (y) float64 32kB -1e+06 -1.002e+06 ... -4.998e+06 -5e+06
* x (x) float64 34kB -2e+06 -1.998e+06 ... 2.248e+06 2.25e+06
spatial_ref int32 4B 3577GeoBox
Dimensions
4,250x4,000
EPSG
3577
Resolution
1000m
Cell
500px
WKT
PROJCRS["GDA94 / Australian Albers",
BASEGEOGCRS["GDA94",
DATUM["Geocentric Datum of Australia 1994",
ELLIPSOID["GRS 1980",6378137,298.257222101,
LENGTHUNIT["metre",1]]],
PRIMEM["Greenwich",0,
ANGLEUNIT["degree",0.0174532925199433]],
ID["EPSG",4283]],
CONVERSION["Australian Albers",
METHOD["Albers Equal Area",
ID["EPSG",9822]],
PARAMETER["Latitude of false origin",0,
ANGLEUNIT["degree",0.0174532925199433],
ID["EPSG",8821]],
PARAMETER["Longitude of false origin",132,
ANGLEUNIT["degree",0.0174532925199433],
ID["EPSG",8822]],
PARAMETER["Latitude of 1st standard parallel",-18,
ANGLEUNIT["degree",0.0174532925199433],
ID["EPSG",8823]],
PARAMETER["Latitude of 2nd standard parallel",-36,
ANGLEUNIT["degree",0.0174532925199433],
ID["EPSG",8824]],
PARAMETER["Easting at false origin",0,
LENGTHUNIT["metre",1],
ID["EPSG",8826]],
PARAMETER["Northing at false origin",0,
LENGTHUNIT["metre",1],
ID["EPSG",8827]]],
CS[Cartesian,2],
AXIS["(E)",east,
ORDER[1],
LENGTHUNIT["metre",1]],
AXIS["(N)",north,
ORDER[2],
LENGTHUNIT["metre",1]],
USAGE[
SCOPE["Statistical analysis."],
AREA["Australia - Australian Capital Territory; New South Wales; Northern Territory; Queensland; South Australia; Tasmania; Western Australia; Victoria."],
BBOX[-43.7,112.85,-9.86,153.69]],
ID["EPSG",3577]]
BASEGEOGCRS["GDA94",
DATUM["Geocentric Datum of Australia 1994",
ELLIPSOID["GRS 1980",6378137,298.257222101,
LENGTHUNIT["metre",1]]],
PRIMEM["Greenwich",0,
ANGLEUNIT["degree",0.0174532925199433]],
ID["EPSG",4283]],
CONVERSION["Australian Albers",
METHOD["Albers Equal Area",
ID["EPSG",9822]],
PARAMETER["Latitude of false origin",0,
ANGLEUNIT["degree",0.0174532925199433],
ID["EPSG",8821]],
PARAMETER["Longitude of false origin",132,
ANGLEUNIT["degree",0.0174532925199433],
ID["EPSG",8822]],
PARAMETER["Latitude of 1st standard parallel",-18,
ANGLEUNIT["degree",0.0174532925199433],
ID["EPSG",8823]],
PARAMETER["Latitude of 2nd standard parallel",-36,
ANGLEUNIT["degree",0.0174532925199433],
ID["EPSG",8824]],
PARAMETER["Easting at false origin",0,
LENGTHUNIT["metre",1],
ID["EPSG",8826]],
PARAMETER["Northing at false origin",0,
LENGTHUNIT["metre",1],
ID["EPSG",8827]]],
CS[Cartesian,2],
AXIS["(E)",east,
ORDER[1],
LENGTHUNIT["metre",1]],
AXIS["(N)",north,
ORDER[2],
LENGTHUNIT["metre",1]],
USAGE[
SCOPE["Statistical analysis."],
AREA["Australia - Australian Capital Territory; New South Wales; Northern Territory; Queensland; South Australia; Tasmania; Western Australia; Victoria."],
BBOX[-43.7,112.85,-9.86,153.69]],
ID["EPSG",3577]]