eotransform-xarray - Resampling updates now spatial coordinates

• ResampleWithGauss updates now spatial coordinates y and x based on the geo transformation and size of the target area

- Python
Published by SwamyDev over 2 years ago

eotransform-xarray - Resampling updates now spatial coordinates

• ResampleWithGauss updates now spatial coordinates y and x based on the geo transformation and size of the target area

- Python
Published by SwamyDev over 2 years ago

eotransform-xarray - Add README examples, API documentation and citation info

• Updated README with a usage example
• Added API docs
• Added citation info file via CITATION.cff

https://eotransform-xarray.readthedocs.io/

- Python
Published by SwamyDev almost 3 years ago

eotransform-xarray - Decoder numba tranform & performance improvements

• Introduce Decoder to decode arrays parallelized using numba
• Performance improvements of ResampleWithGauss by creating emptyoutput raster arrays and filling nans inside the parallel resample function
• Because of significant performance gains by just creating empty output rasters, removed the empty out raster factory as there is currently no need for it
• Bugfix where check for numba engine wasn't properly performed

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Use None as default value in `ProcessingConfig`

pyyaml can't handle dataclass fields properly with default factories.

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Default empty output raster factory fills raster with nans

To be backwards compatible

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Resampling performance improvements and more config options

• Improved performance of numba gaussian weight calculation
• Make ProcessingConfig a yaml object for easy config files
• Add option to specify resampling segments to ProcessingConfig
• Add parameter to ResampleWithGauss ctor to specify custom out raster factory

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Add various small utility transforms

• DropDims maps to xarray's drop_dims
• DropSel maps to xarray's drop_sel
• Reduce maps to xarray's reduce
• Squeeze maps to xarrays squeeze
• SendToStream allows to send array data to an input stream and provides an according interface

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Add preloading options for resampling parameters

• use load_in_resampling_params to load and provide parameters for input parameter loading
• use load_out_resampling_params to load and provide parameters for output parameter loading

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Fix handling legacy scale as `scale_factor` string tag

• We now detect if a legacy formatted GeoTif has its scale factor specified with the correct name, but as a string

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Support latest rioxarray version & change raster loading interface

• Support tags parsing via rioxarray and allow upgrade to latest version
• Tags are now part of the top xarray.attrs property and not nested inside a special 'tag' dictionary, to match rioxarray
• Removed the special rasterio open kwargs parameter from all raster loading function, as this is all now handled via rioxarray.open_rasterio interface

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Toggle commit message Fix numpy bool cast to use compatible np.bool_

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Provide masking capabilities and tif loading functions

• Implement MaskWhere to produce masks in a simple and general way
• Extract the load tif functionality into functions
• Introduce TransformerOfDataset protocol
• Provide ApplyToDataVar transformer to transform specific variables of a dataset

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Add `TransformerOfDataset` protocol

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Use orbit coordinates to determine plia in sig0 norm

• NormalizeSig0ToRefLiaBySlope uses and requires now orbit coordinates for the plia array stack and for the sig0 input, instead of attributes and dictionaries

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Add meta data to normalization & fix LIA per orbit

• NormalizeSig0ToRefLiaBySlope adds now appropriate metadata to the transformed array to be able to track sources and process of normalization
• NormalizeSig0ToRefLiaBySlope requires now that LIA maps are specified per orbit and inputs must provide their orbit to be able to select the correct LIA map

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Add sig0 normalization to reference angle trans

• Provide NormalizeSig0ToRefLiaBySlope to normalize sig0 to a given reference angle

- Python
Published by SwamyDev about 3 years ago

eotransform-xarray - Add AggregateAlongDim transformation

• Provide new AggregateAlongDim transformator for time series aggregation
• Provide pearsonr as an example

- Python
Published by SwamyDev over 3 years ago

eotransform-xarray - Add dask engine to resampling transformer

• allows using dask to scale resampling of raster data
• changes the optional processing protocol of the ResampleWithGauss transformer

- Python
Published by SwamyDev over 3 years ago

eotransform-xarray - Resampling preserves time and parameter coords

• ResampleWithGauss now correctly passes along coordinates of time and parameter dimensions

- Python
Published by SwamyDev over 3 years ago

eotransform-xarray - Resampling using Gauss interpolation

• Provide a new transformer ResampleWithGauss to resample arbitrary swaths of lat/lon points
• Resampling transformation parameters can be cached in zarr storage

- Python
Published by SwamyDev over 3 years ago

eotransform-xarray - Add filepath(s) coordinate

A new coordinate has been introduced designating the tif file that has been used to load this part of the data.

- Python
Published by SwamyDev over 3 years ago

eotransform-xarray - Pass on rioxarray options & add modify attrs transform

• when loading files, you can now pass through rioxarray.open_rasterio and rasterio.open kwargs
• added the ModifyAttr transformation, so you can update xarray attributes from within a pipeline without needing to add extra code

- Python
Published by SwamyDev over 3 years ago