Changelog¶
All notable changes to package_name will be documented here.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
Categories for changes are: Added, Changed, Deprecated, Removed, Fixed, Security.
Version `0.2.3 < https://github.com/EOA-team/eodal/releases/tag/v0.2.3>`__¶
Release date: 2023-10-XX
Fixed: a fill value is now explicitly set to each np.ma.masked_array. If not (previous behavior) numpy would interfere a fill value that would often not be the no-data type of the raster. In the forthcoming release of EOdal, the fill-value will now equal the nodata value.
Fixed: the inference of the highest data type in a RasterCollection has been improved and extended to all INT, FLOAT, and COMPLEX data types currently supported by numpy. In the previous version, all data types were cast to numpy.float32 or even numpy.float64 leading to an unnecessary high consumption of memory.
Fixed: the scale and offset parameters are now correctly written to the file metadata when exporting a Band or RasterCollection object. In previous versions of EOdal, the information about this two attributes was not written to output. Also, the way scale and offset are applied, is now consistent with QGIS meaning that raster files created by EOdal will be shown with correct scale and offset in QGIS (QGIS applies them on the fly when displaying the raster data)
Ffixed: the no-data type is strictly checked for consistency of the data type of the band data (e.g., to avoid that nan is used for integer arrays, which will produce an error)
Added: eodal.core.raster.RasterCollection.to_rasterio() now takes an optional argument as_cog allowing to save datasets as Cloud-Optimized GeoTiffs (COG)
Changed: the CREODIAS API endpoints were updated
Added: 2FA now enforced by CREODIAS has been implemented using pyotp to sign requests to get a keycloak token required to download datasets
Fixed: the download functionality has been made more robust by adding try-excepts blocks and enhanced logging of errors.
Version `0.2.2 < https://github.com/EOA-team/eodal/releases/tag/v0.2.2>`__¶
Release date: 2023-08-19
Added: Full support for USGS Landsat Collection-2 data given access to data >50 years of data starting with Landsat-1 (#66).
Changed: The spectral index module has undergone some flexibilization efforts. Now, custom bands can be passed for index calculation.
Fixed: Calls to new pydantic_settings have been added where necessary to provide compatability with pydantic version 2.+ (#73).
Added: The mapper now also supports merging (mosaicing) of scenes with slightly different time stamps as it often happens with EO platforms when scenes are acquired one after another. It works by calling pandas.Timestamp.round on the scene metadata time column.
Fixed: A set of deprecation warnings from pydantic, matplotlib and shapely.
Version `0.2.1 < https://github.com/EOA-team/eodal/releases/tag/v0.2.1>`__¶
Release date: 2023-06-05
Fixed: Small bugs when loading the EOdal SceneCollection from a pickled binary object (thanks to @atoparseks) (#55).
Fixed: The color of no-data values of RasterCollection objects is now set to black (instead of white) when plotting the data (#56).
Added: The user can now specify a custom color map when plotting RasterCollection objects (#56).
Changed: The user can now specify a custom directory for writing log files to (#52).
Added: The MapperConfigs record the data source from which satellite data was read (#62).
Fixed: A work-around using HTTP retries has been implemented to surpass HTTP 500 errors when connecting to MS Planetary Computer (#58).
Fixed: All scenes in a SceneCollection returned from the mapper now share the same spatial extent and are aligned on a common reference grid (important for re-projections) (#64).
Version `0.2.0 < https://github.com/EOA-team/eodal/releases/tag/v0.2.0>`__¶
Release date: 2023-04-03
Added: the new EOdal Mapper class has been fully implemented and replaces the old mapper version. Scripts calling the Mapper must be updated.
Removed: the previous EOdal Mapper class. The enitre eodal.operational sub-package has been deprecated.
Removed: the sub-package called eodal.operational.cli has been deprecated. Some useful scripts have been ported to the scripts folder in the main directory of the EOdal git repository.
Changed: The EOdal pystac client has been re-designed to provide a higher level of generalization. Still, future changes might apply.
Fixed: SceneCollection.get_feature_timeseries() had several bugs. Thanks to @atoparseks the code has been cleaned up, made simpler and works now with custom functions for computing user-defined zonal statistical metrics.
Fixed: Several small bugs in the core module with varying levels of severity.
Fixed: The map algebra operators for Band and RasterCollection objects lacked support of right-handed sided expression (e.g., 2 + Band instead of Band +2). This issue has been fixed by overwriting also the [r]ight-handed built-in operators such radd as the right-handed equivalent of add.
Changed: The README has been updated and now also includes information about the data model in EOdal.
Version `0.1.1 < https://github.com/EOA-team/eodal/releases/tag/v0.1.1>`__¶
Release date: 2022-12-13
Fixed: Band.clip() now has a optional keyword “full_bounding_box_only” (default: False) allowing to mask pixels outside the feature geometry.
Fixed: Calculation of bounding box in image coordinates was partly incorrect, we now use the same approach as rasterstats and rasterio do.
Fixed: Sentinel.mask_clouds_and_shadows() default SCL classes were updated so that everything but SCL classes 4 and 5 are masked by default.
Added: SceneCollection now also allows clipping to a feature geometry (SceneCollection.clip_scenes())
Version `0.1.0 < https://github.com/EOA-team/eodal/releases/tag/v0.1.0>`__¶
Release date: 2022-12-08
Added: RasterCollection objects are now iterable (iterate over bands in collection)
Added: RasterCollection now have a “apply” method allowing to pass custom functions to RasterCollection objects
Added: RasterCollection now supports numpy-array like slicing using band names or band aliases
Added: Band and RasterCollection objects now support clipping to rectangular bounds (i.e., spatial sub-setting)
Changed: Band.reduce() and RasterCollection.band_summaries() now support creating statistics per Polygon features
Added: SceneCollections are collections of 0 to N Scenes (RasterCollection + timestamp) and allow to store multiple Scenes over time
Fixed: Map algebra now also works on RasterCollection supporting multiple cases (i.e., RasterCollection with other RasterCollection, scaler, etc.)
Added: SceneCollection objects can be saved as pickled objects and loaded from pickled binary objects to make SceneCollections persistent
Version `0.0.1 < https://github.com/EOA-team/eodal/releases/tag/v0.0.1>`__¶
Release date: 2022-10-31.
Added: Support for Microsoft Planetary Computer (using its STAC)
Added: Guidelines for Contribution to E:earth_africa:dal
Added: Sensor core class to work with Planet Scope Super Dove sensors including download capacities
Added: Sensor core class to work with Sentinel-1 data (Ground Range Detected and Radiometrically Terrain Corrected)
Added: Metadata and archive handling for Sentinel-1 products (GRD, SLC)
Fixed: Various issues and bugs in the operational.mapper class (made more generic to allow easy integration of further sensors)
Added: Fast visualization of time series data (imagery) as part of the mapping module in the operational sub-package