xdem.dDEM#
- class xdem.dDEM(raster, start_time, end_time, error=None)[source]#
A difference-DEM object.
- __init__(raster, start_time, end_time, error=None)[source]#
Create a dDEM object from a Raster.
- Parameters:
raster (
Raster
) – A georeferenced Raster object.start_time (
datetime64
) – The starting time of the dDEM.end_time (
datetime64
) – The end time of the dDEM.error (
Optional
[Any
]) – An error measure for the dDEM (UNUSED).
- Returns:
A new dDEM instance.
Methods
__init__
(raster, start_time, end_time[, error])Create a dDEM object from a Raster.
astype
(dtype[, inplace])Convert data type of the raster.
coords
([offset, grid])Get coordinates (x,y) of all pixels in the raster.
copy
([new_array])Return a copy of the DEM.
crop
(crop_geom[, mode, inplace])Crop the raster to a given extent.
from_array
(data, transform, crs, start_time, ...)Create a new dDEM object from an array.
georeferenced_grid_equal
(raster)Check that raster shape, geotransform and CRS are equal.
get_bounds_projected
(out_crs[, densify_pts])Get raster bounds projected in a specified CRS.
get_footprint_projected
(out_crs[, densify_pts])Get raster footprint projected in a specified CRS.
get_metric_crs
([local_crs_type, method])Get local metric coordinate reference system for the raster (UTM, UPS, or custom Mercator or Polar).
get_nanarray
([return_mask])Get NaN array from the raster.
ij2xy
(i, j[, offset])Get coordinates (x,y) of indexes (row,column).
info
([stats])Summarize information about the raster.
interp_points
(pts[, input_latlon, mode, ...])Interpolate raster values at a set of points.
interpolate
([method, reference_elevation, mask])Interpolate the dDEM using the given method.
intersection
(rst[, match_ref])Returns the bounding box of intersection between this image and another.
load
([indexes])Load the raster array from disk.
outside_image
(xi, yj[, index])Check whether a given point falls outside the raster.
polygonize
([target_values])Polygonize the raster into a vector.
proximity
([vector, target_values, ...])Compute proximity distances to the raster target pixels, or to a vector geometry on the raster grid.
raster_equal
(other)Check if two rasters are equal.
reproject
([dst_ref, dst_crs, dst_size, ...])Reproject raster to a different geotransform (resolution, bounds) and/or coordinate reference system (CRS).
save
(filename[, driver, dtype, nodata, ...])Write the raster to file.
set_mask
(mask)Set a mask on the raster array.
set_nodata
(new_nodata[, update_array, ...])Set a new nodata value for all bands.
shift
(xoff, yoff[, distance_unit])Shift the raster by a (x,y) offset.
show
([index, cmap, vmin, vmax, alpha, ...])Plot the raster, with axes in projection of image.
split_bands
([copy, subset])Split the bands into separate rasters.
subsample
(subsample[, return_indices, ...])Randomly subsample the raster.
to_points
([subset, as_array, pixel_offset])Convert raster to points.
to_rio_dataset
()Export to a Rasterio in-memory dataset.
to_xarray
([name])Convert raster to a xarray.DataArray.
value_at_coords
(x, y[, latlon, index, ...])Extract raster values at the nearest pixels from the specified coordinates, or reduced (e.g., mean of pixels) from a window around the specified coordinates.
xy2ij
(x, y[, op, precision, shift_area_or_point])Get indexes (row,column) of coordinates (x,y).
Attributes
bounds
Bounding coordinates of the raster.
count
Count of bands loaded in memory if they are, otherwise the one on disk.
count_on_disk
Count of bands on disk if it exists.
crs
Coordinate reference system of the raster.
data
Array of the raster.
driver
Driver used to read a file on disk.
dtypes
Data type for each raster band (string representation).
fill_method
Return the fill method used for the filled_data.
filled_data
Get the filled data array if it exists, or else the original data if it has no nans.
height
Height of the raster in pixels.
indexes
Indexes of bands loaded in memory if they are, otherwise on disk.
indexes_on_disk
Indexes of bands on disk if it exists.
is_loaded
Whether the raster array is loaded.
is_modified
Whether the array has been modified since it was loaded from disk.
name
Name of the file on disk, if it exists.
nodata
Nodata value of the raster.
res
Resolution (X, Y) of the raster in georeferenced units.
shape
Shape (i.e., height, width) of the raster in pixels.
time
Get the time duration.
transform
Geotransform of the raster.
width
Width of the raster in pixels.