odc.geo.xr.ODCExtensionDs
- class odc.geo.xr.ODCExtensionDs(ds)[source]
ODC extension for
xarray.Dataset
.Methods
__init__
(ds)assign_crs
(crs[, crs_coord_name])crop
(poly[, apply_mask, all_touched])Crops and optionally mask an
xarray.Dataset
orxarray.DataArray
to the spatial extent of a geometry.explore
([map, bands, vmin, vmax, cmap, ...])Plot xarray data on an interactive
folium
leaflet map for rapid data exploration.map_bounds
()mask
(poly[, invert, all_touched])Apply a polygon geometry as a mask, setting all
xarray.Dataset
orxarray.DataArray
pixels outside the rasterized polygon toNaN
.mask_clouds
(qa_name, scale, offset, clip[, ...])General cloud masking function for both Landsat and Sentinel-2 products.
mask_invalid_data
([nodata, skip_bands])Mask out invalid data values.
mask_ls
([qa_name, include_cirrus, ...])Perform cloud masking for Landsat Collection 2 products.
mask_s2
([qa_name, include_cirrus, ...])Perform cloud masking for Sentinel-2 L2A products.
output_geobox
(crs, **kw)Compute geobox of this data in other projection.
reload
()Reload geospatial state info in-place.
reproject
(how, *[, resampling, dst_nodata, ...])Reproject raster to different projection/resolution.
scale_and_offset
([scale, offset, clip])Apply scale and offset to the DataArray.
to_rgba
([bands, vmin, vmax])Convert dataset to RGBA image.
Attributes
affine
aspect
crs
Query
CRS
.crs_coord
Return CRS coordinate DataArray.
geobox
Query
GeoBox
orGCPGeoBox
.grid_mapping
Return name of the grid mapping coordinate.
spatial_dims
Return names of spatial dimensions, or
None
.transform
uncached