.. _changelog: Changelog ========= The authoritative changelog lives at `CHANGELOG.md `_ in the repository root. The most recent entries are mirrored here for in-docs visibility; pre-1.8 history follows below for historical reference. Unreleased ---------- **Features** * Added ``geowombat.detect`` submodule for tiled, georeferenced object detection on overhead imagery, mirroring the ``fit / predict / fit_predict`` shape of ``geowombat.ml``: * ``YOLODetector`` (Ultralytics YOLO) supporting axis-aligned (AABB) and DOTA-v1 oriented (OBB) boxes. * ``TorchGeoDetector`` wrapping TorchVision Faster R-CNN / RetinaNet with optional TorchGeo pretrained weights (e.g. ``FASTERRCNN_RESNET50_FPN_XVIEW``). * ``SAMRefiner`` for refining bounding-box detections into polygon masks via Meta's Segment Anything Model. * Added geowombat-native accessors ``src.gw.detect(detector, ...)`` (tiled inference with cross-tile NMS) and ``src.gw.to_yolo_dataset(...)`` (Ultralytics-layout training-dataset builder). * Added module-level wrappers: ``predict``, ``fit``, ``fit_predict``, ``build_dataset``, ``boxes_from_polygons`` (AABB ↔ OBB), ``detection_accuracy`` (per-class precision/recall/F1/AP at one or more IoU thresholds, plus ``iou_thresholds='coco'`` for mAP@[.5:.95] and ``class_agnostic=True``), ``plot_detections``, and ``export_for_review`` / ``recompute_from_review`` for QGIS GeoPackage round-trip review. * Sensor-aware band selection: when ``gw.config.update(sensor=...)`` is active, detection accessors auto-resolve RGB band indices from ``src.band.values``. * Added deep-learning classifiers ``TabNet``, ``L-TAE``, and ``TorchGeo`` (`#347 `_). **Documentation** * New :ref:`object-detection` walkthrough with a recommended DOTA-v1 + OBB setup callout, AABB-vs-OBB explainer, and polygon-digitization guidance. * Added a :doc:`notebooks` chapter rendering all 7 Jupyter notebooks inline via ``nbsphinx``. * Updated install guide with conda extras, GDAL instructions, and the ``dl`` extra (`#349 `_). **Bug Fixes** * Improved block usage and nodata handling (`#348 `_). **Build** * Added ``nbsphinx``, ``ipykernel``, and ``myst-parser`` to the ``[docs]`` extras. * Added ``[detect]`` (ultralytics, torchmetrics, pycocotools, pillow, pyyaml, opencv-python) and ``[sam]`` (segment-anything) extras. **Testing** * Added 29 new tests for the detect module covering tile windowing, polygon → YOLO label math (AABB + OBB), ``_scale_to_uint8`` edge cases, cross-tile NMS, IoU/COCO/class-agnostic accuracy modes, CRS reprojection in accuracy assessment, the QGIS review round-trip, smoke tests for ``YOLODetector`` / ``TorchGeoDetector`` / ``SAMRefiner`` / ``plot_detections``, and an end-to-end ``fit_predict`` smoke test. v2.1.23 (2026-01-12) -------------------- **Features** * Migrated to Meson build backend (`#334 `_). * Added HLS and ESA WorldCover STAC collections (`#333 `_). * Added mocked STAC tests to reduce flaky CI failures. **Bug Fixes** * Fixed NaN values in mosaic overlap regions (`#322 `_). * Fixed ``bounds_by='union'`` functionality (`#328 `_). * Fixed sklearn 1.6+ clusterer detection (`#331 `_). * Fixed non-unique band names in ``stack_dim='band'`` mode (`#316 `_). * Fixed ``RasterBlockError`` for non-multiple-of-16 chunk sizes (`#237 `_). * Pinned ``rasterio<1.5.0`` and ``h5py<3.10.0``. Older 2.x releases — see `CHANGELOG.md `_ for the full history. Pre-1.8 release notes follow. 1.7.5 (20 May 2022) ---------------------- Enhancements ~~~~~~~~~~~~ - ML - added ability to train unsupervised sklearn predictors - ML - Added ability to do Crossvalidation and hyperparameter tuning with sklearn predictors Bug fixes ~~~~~~~~~ - resolved `.data` errors - added fix to handle missing data in ML pipeline for prediction 1.7.3 (18 August 2021) ---------------------- Enhancements ~~~~~~~~~~~~ - Added check for corrupted .zip files in NASA data downloader. 1.7.2 (9 June 2021) ------------------- Bug fixes ~~~~~~~~~ - Fixed time grouping in :func:`geowombat.load`. 1.7.1 (21 May 2021) ------------------- Bug fixes ~~~~~~~~~ - Added a check for finite values in :func:`geowombat.load` to safely load ``numpy.inf`` values. 1.7.0 (17 May 2021) ------------------- New ~~~ - Created :func:`geowombat.load` function. - This function is intended to support in-memory loading of time series data using :func:`xarray.open_mfdataset`, `dask `_, and `ray `_. 1.6.7 (12 May 2021) ------------------- Bug fixes ~~~~~~~~~ - Added geowombat attribute lookup in :func:`geowombat.open` to support bounds as data slice objects. 1.6.6 (11 May 2021) ------------------- Bug fixes ~~~~~~~~~ - Added geowombat attribute lookup in :func:`geowombat.open` to support windows as data slice objects. 1.6.5 (6 May 2021) ------------------ New ~~~ - Added :func:`DataArray.gw.read` method. Bug fixes ~~~~~~~~~ - Added check for AOT object type to generate a NumPy array when a float is given. - Fixed type conversion in :class:`geowombat.core.vi.TasseledCap` outputs. - Fixed band lookup order in Landsat angle file creation. - Improved masking in `geowombat.core.vi` module. 1.6.4 (16 March 2021) --------------------- New ~~~ - Added kernel NDVI to vegetation indices. Bug fixes ~~~~~~~~~ - Fixed ``has_band_dim`` and ``has_time_dim`` property methods. - Now uses ``xarray.DataArray.dims`` to check for existing dimensions. - Fixed missing return value in vegetation index clip. - Improved checks for ``DataArray`` band coordinate in vegetation index calculations. Enhancements ~~~~~~~~~~~~ - Added automatic band dimension squeezing in :func:`xarray.DataArray.gw.imshow`. 1.6.3 (8 March 2021) -------------------- New ~~~ - Added ``resampling`` and ``num_threads`` keyword arguments to :func:`geowombat.radiometry.landsat_pixel_angles` and :func:`geowombat.util.GeoDownloads().download_cube`. - Added ``max_aot`` keyword argument to :func:`geowombat.radiometry.sixs.SixS().get_optimized_aot`. 1.6.2 (7 March 2021) -------------------- New ~~~ - Added ``coords_only`` keyword argument in :func:`geowombat.transform_crs`. Enhancements ~~~~~~~~~~~~ - Replaced ``joblib.Parallel`` with ``concurrent.futures.ThreadPoolExecutor`` in :func:`geowombat.util.web.DownloadMixin().download_gcp`. 1.6.1 (5 March 2021) -------------------- Bug fixes ~~~~~~~~~ - Fixed Landsat angle .hdr file cell size in :func:`geowombat.radiometry.landsat_pixel_angles`. - When using the Landsat angle files with `subsample` > 1, the generated .img.hdr files retain the native 30 m cell size. - This fix edits the .img.hdr file to update the resample cell size. 1.6.0 (3 March 2021) -------------------- New ~~~ - NetCDF support - NetCDF files can be opened following `rasterio dataset formatting `_. - Band variables for multiple datasets can be opened with the `netcdf_vars` argument. E.g., .. code:: python with gw.open('netcdf:dataset.nc', netcdf_vars=['blue', 'green', 'red'] as src: print(src) - Atmospheric correction - Created :class:`geowombat.Radiometry.sixs.SixS`. - Created 6S lookup tables (LUTs) for Landsat 5, 7, and 8 and Sentinel 2A and 2B. - Includes LUTs for wavelengths blue, green, red, NIR, SWIR1, and SWIR2. - Spatial-temporal fusion - Added StarFM method under :func:`geowombat.radiometry._fusion`. .. warning:: This implementation of StarFM is experimental and not tested against the original method. - Added `prepend_str` argument to :func:`geowomat.core.sort_images_by_date`. 1.5.5 (28 Dec 2020) ------------------- New ~~~ - Added ``min_frac_area`` keyword argument in :func:`geowombat.extract`. 1.5.4 (15 Dec 2020) ------------------- Bug fixes ~~~~~~~~~ - Added check for ``stack_dim`` argument in :func:`geowombat.open`. - Fixed ``data_are_separate`` and ``data_are_stacked`` properties. Enhancements ~~~~~~~~~~~~ - Added ``persist_filenames`` keyword argument in :func:`geowombat.open`. 1.5.3 (13 Dec 2020) ------------------- Bug fixes ~~~~~~~~~ - Added ``window_id`` return item in :func:`geowombat.calc_area`. New ~~~ - Added :func:`geowombat.to_netcdf` function. 1.5.2 (9 Dec 2020) ------------------ Bug fixes ~~~~~~~~~ - Changed ``where`` clause from ``self`` to ``xarray`` in :func:`geowombat.wi`. 1.5.1 (3 Dec 2020) ------------------ Bug fixes ~~~~~~~~~ - Added check for empty polygon list in :func:`geowombat.array_to_polygon`. 1.5.0 (1 Dec 2020) ------------------ Enhancements ~~~~~~~~~~~~ - Added optional ``dask.distributed`` ``Client`` in :func:`geowombat.extract` - :class:`geowombat.core.parallel.ParallelTask`. - Added 'ray' as an optional scheduler with ``@ray.remote`` user functions. - Added the option of iterating over a list of raster files. - Added option to pass ``chunks=None`` in :class:`geowombat.open`. Bug fixes ~~~~~~~~~ - Fixed conflict with global configuration and a user-provided reference ``DataArray`` in :func:`geowombat.polygon_to_array`. 1.4.6 (13 Nov 2020) ------------------- Bug fixes ~~~~~~~~~ - Added `shapely.geometry.MultiPolygon` as an accepted data type in :func:`geowombat.core.prepare_points`. - Added missing `GeoDataFrame` columns in :func:`geowombat.core.polygons_to_points`. 1.4.5 (9 Nov 2020) ------------------ Bug fixes ~~~~~~~~~ - Added check for config reference resolution type in :func:`geowombat.polygon_to_array`. 1.4.4 (8 Nov 2020) ------------------ Enhancements ~~~~~~~~~~~~ - Add global configuration options for :func:`geowombat.polygon_to_array`. 1.4.3 (2 Nov 2020) ------------------- Bug fixes ~~~~~~~~~ - Added batch id to the window count id in :func:`geowombat.to_raster` and :class:`geowombat.core.parallel.ParallelTask`. 1.4.2 (25 Oct 2020) ------------------- Bug fixes ~~~~~~~~~ - Fixed check for compression when using ``dask.store``. - Updated the resampling methods to account for rasterio updates. 1.4.1 (22 Oct 2020) ------------------- Bug fixes ~~~~~~~~~ - Fixed slicing error in ``DataArray`` window generator with arrays of >2 dimensions. Enhancements ~~~~~~~~~~~~ - Added window id in :class:`geowombat.core.parallel.ParallelTask`. 1.4.0 (22 Oct 2020) ------------------- Bug fixes ~~~~~~~~~ - Fixed error in destination bounds transformation when ``ref_crs`` was used in a configuration context without ``ref_bounds``, like: .. code:: python # Previously did transform correctly with gw.config.update(ref_crs=crs, ref_bounds=bounds): with gw.open() as src: ... # Previously did not transform correctly with gw.config.update(ref_crs=crs): with gw.open() as src: ... New ~~~ - Created :func:`geowombat.bounds_to_coords` function. Enhancements ~~~~~~~~~~~~ - Added object types in the the data window generator. Yield type options now include ``DataArrays``, ``slice`` objects, and ``rasterio.windows.Window`` objects. .. code:: python with gw.open() as src: for w in src.gw.windows(): ... 1.3.1 (26 Aug 2020) ------------------- Bug fixes ~~~~~~~~~ - Added a block type check to avoid compressing `zarr` files when data are written into separate files. 1.3.0 (25 Aug 2020) ------------------- New ~~~ - Added machine learning module `geowombat.ml` with :func:`geowombat.ml.fit` and :func:`geowombat.ml.fit_predict` methods. - Model fitting is performed with `sklearn-xarray `_ - Requires an installation with: - `pip install git+https://github.com/jgrss/geowombat.git#egg=project[ml]`. - Added tasks visualization in `geowombat.tasks`. - Tasks can be setup and visualized with the :class:`geowombat.tasks.GeoTask` class. - Visualization graph implementation borrowed from `xarray-simlab `_ - Requires an installation with: - `pip install git+https://github.com/jgrss/geowombat.git#egg=project[view]`. 1.2.33 (25 Aug 2020) -------------------- Bug fixes ~~~~~~~~~ - Fixed coordinate length mismatch with converted polygons in :func:`geowombat.polygon_to_array`. 1.2.32 (24 Aug 2020) -------------------- Bug fixes ~~~~~~~~~ - Added check/replace for Landsat 7 with thermal band for web downloads from the Google Cloud Platform. 1.2.31 (20 Aug 2020) -------------------- Enhancements ~~~~~~~~~~~~ - Added support for parallel downloads in :func:`download_cube`, from the :class:`geowombat.util.GeoDownloads` class. New ~~~ - Added Landsat and Sentinel 2 URL parsing in :class:`geowombat.util.GeoDownloads` for data on the Google Cloud Platform. 1.2.30 (17 Aug 2020) -------------------- Enhancements ~~~~~~~~~~~~ - Added array value to polygon `GeoDataFrame` output in :func:`geowombat.array_to_polygon`. 1.2.29 (15 Aug 2020) -------------------- Enhancements ~~~~~~~~~~~~ - Added `col` keyword argument in :func:`geowombat.polygon_to_array`. 1.2.28 (14 Aug 2020) -------------------- Bug fixes ~~~~~~~~~ - Fixed error when using :func:`geowombat.polygon_to_array` with multiple opened rasters. 1.2.27 (8 Aug 2020) ------------------- Bug fixes ~~~~~~~~~ - Fixed error with Google Cloud Platform query updates in :func:`geowombat.util.web.GeoDownloads().download_cube`. 1.2.26 (7 Aug 2020) ------------------- Bug fixes ~~~~~~~~~ - Changed the default 'no data' value `nodata=None` to `nodata=0` and added `int` and `float` type checks. - This fix addressed `Issue #41 `_. 1.2.25 (4 Aug 2020) ------------------- Bug fixes ~~~~~~~~~ - Changed Landsat 5 metadata flag for SWIR2 from 6 to 7 in :class:`geowombat.radiometry.sr.MetaData`. - Removed logger file writing, which conflicted with read-only containers. Enhancements ~~~~~~~~~~~~ - Reorganized the :class:`geowombat.radiometry.brdf.BRDF()` module. 1.2.24 (30 July 2020) --------------------- Bug fixes ~~~~~~~~~ - Removed forced file writing of the log and replaced with per-module logging. `6579eb8 `_ 1.2.23 (27 July 2020) --------------------- Bug fixes ~~~~~~~~~ - Fixed padded block writing with user functions in :func:`geowombat.to_raster`. - Added check for existing metadata file in :func:`geowombat.util.web.download_cube`. Enhancements ~~~~~~~~~~~~ - Reorganized the ReadTheDocs pages. 1.2.22 (21 July 2020) --------------------- Bug fixes ~~~~~~~~~ - Added missing 'l5' download flag in :func:`geowombat.util.web.download_cube`. Enhancements ~~~~~~~~~~~~ - Added 'l5' to :func:`geowombat.radiometry.sr.bandpass`. - Modified support for writing GeoTiffs as separate files in :func:`geowombat.to_raster`. - The previous version used the `DataArray.transform` property, which was derived from the full raster extent. The latest version of GeoWombat uses a `DataArray.gw.transform`, which is an updated transform property for each raster chunk. 1.2.21 (8 July 2020) -------------------- Bug fixes ~~~~~~~~~ - Added check for None row/column chunks in :class:`geowombat.core.parallel.ParallelTask`. Enhancements ~~~~~~~~~~~~ - Added `affine` and `transform` properties. 1.2.20 (7 July 2020) -------------------- Bug fixes ~~~~~~~~~ - Fixed conditional value replacement in :func:`geowombat.calc_area`. Enhancements ~~~~~~~~~~~~ - Added `return_binary` argument to :func:`geowombat.core.geoxarray.GeoWombatAccessor.compare`. New ~~~ - Created :class:`geowombat.core.parallel.ParallelTask`. 1.2.19 (6 July 2020) -------------------- Enhancements ~~~~~~~~~~~~ - Added source attributes to return object in :func:`geowombat.core.geoxarray.GeoWombatAccessor.compare`. New ~~~ - Created :func:`geowombat.core.geoxarray.GeoWombatAccessor.replace` function. - Created :func:`geowombat.replace` function. - Created :func:`geowombat.core.geoxarray.GeoWombatAccessor.recode` function. - Created :func:`geowombat.recode` function. 1.2.18 (1 July 2020) -------------------- Bug fixes ~~~~~~~~~ - Fixed call to :func:`geowombat.sample` from ``DataArray`` method. New ~~~ - Added image metadata tags to ``DataArray`` attributes in :class:`geowombat.open`. - Added support for VRT creation from multiple files. - Created :func:`geowombat.calc_area` function. - Created :func:`geowombat.core.geoxarray.GeoWombatAccessor.compare` function. - Created :func:`geowombat.core.geoxarray.GeoWombatAccessor.match_data` function. 1.2.17 (25 June 2020) --------------------- Bug fixes ~~~~~~~~~ - Added missing tag update in file compression stage. - Fixed issue with compression being triggered with ``compress=None`` or ``compress=False``. 1.2.16 (22 June 2020) --------------------- Bug fixes ~~~~~~~~~ - Fixed an issue with lingering configuration reference bounds. New ~~~ - Added metadata tags keyword argument to :func:`geowombat.to_raster`. - Added `chunk_grid` and `footprint_grid` `DataArray` properties. 1.2.15 (15 June 2020) --------------------- New ~~~ - Added :func:`set_nodata` function for `DataArrays`. - Added :func:`bounds_overlay` function for `DataArrays`. 1.2.14 (12 June 2020) --------------------- Bug fixes ~~~~~~~~~ - Fixed 'no data' clipping error in :func:`geowombat.util.GeoDownloads.download_cube`. New ~~~ - Added `file_list` to :func:`geowombat.core.sort_images_by_date`. - Added `nodata` keyword argument to :class:`geowombat.open`. 1.2.13 (2 June 2020) -------------------- New ~~~ - Added `cloud_height` option in :func:`download_cube`. - Added first attempt at supporting HDF reads. 1.2.12 (3 May 2020) ------------------- New ~~~ - Added :func:`geowombat.radiometry.angles.estimate_cloud_shadows` to estimate cloud shadows from a cloud mask. Bug fixes ~~~~~~~~~ - Fixed month range parsing in :func:`geowombat.util.web.download_cube`. 1.2.11 (1 May 2020) ------------------- Enhancements ~~~~~~~~~~~~ - Added micrometer values for Sentinel-2 2A and 2B sensors. 1.2.10 (27 April 2020) ---------------------- New ~~~ - Added support for :func:`rasterio.windows.Window` and :func:`rasterio.coords.BoundingBox` objects in the :func:`geowombat.config.update` manager. 1.2.9 (1 April 2020) -------------------- - Removed f-string requirement in setup.py script. - Added keyword argument in :func:`download_cube` function. 1.2.8 (1 April 2020) -------------------- - Modified sample iteration overhead in :func:`geowombat.moving.moving_window`. New ~~~ - Added `weights` option in :func:`geowombat.moving.moving_window`. 1.2.7 (31 March 2020) --------------------- New ~~~ - Added window weights for moving mean. - Changed :func:`geowombat.moving.moving_window` parallelism from raster rows to raster samples. 1.2.6 (15 March 2020) --------------------- - Fixed missing `gw.filename` attribute in :func:`geowombat.to_vrt`. 1.2.5 (4 March 2020) -------------------- - Added attribute updating for band math. 1.2.4 (26 February 2020) ------------------------ - Added CRS check for `pyproj` CRS instances. 1.2.3 (23 February 2020) ------------------------ - Added check to support new CRS object in `geowombat`. - Added padding to image edges when using the `padding` option in :func:`geowombat.to_raster`. - Added checks for empty CRS objects. - Added the Advanced Vegetation Index. - Added :func:`geowombat.core.lonlat_to_xy` and :func:`geowombat.core.xy_to_lonlat` functions. 1.2.2 (12 February 2020) ------------------------ - Added `padding` option to :func:`geowombat.to_raster`. - Added half cell adjustment to transformed samples in :func:`geowombat.sample`. 1.2.1 (12 February 2020) ------------------------ - Fixed a error in checking the spatial index. 1.2.0 (11 February 2020) ------------------------ - Rearranged and renamed various functions. - :func:`geowombat.to_crs` is deprecated in favor of :func:`geowombat.transform_crs`. - :func:`geowombat.geodataframe_to_array` is deprecated in favor of :func:`geowombat.polygon_to_array`. - :func:`geowombat.to_geodataframe` is deprecated in favor of :func:`geowombat.array_to_polygon`. - Added `lazy_wombat` decorator to allow the user to apply in-memory functions lazily. See :ref:`apply` for examples. 1.1.6 (9 February 2020) ----------------------- - Added new property `geodataframe`. - Fixed error with pass `bounds_by` argument option to :func:`mosaic`. - Modified :func:`geowombat.to_crs` to handle grid resampling. 1.1.5 (7 February 2020) ----------------------- - Fixed error that caused the deletion of `ref_tar` when multiple raster files were opened. 1.1.4 (7 February 2020) ----------------------- - Added configuration option `ref_tar` to target align outputs to a reference raster. Example usage looks like: .. code:: python # Subset a raster but align to a target grid with gw.config.update(ref_bounds=bounds, ref_tar='image.tif'): with gw.open() as src: ... 1.1.3 (6 February 2020) ----------------------- - Added new function :func:`geowombat.geodataframe_to_array` to convert a `geopandas.GeoDataFrame` to an `xarray.DataArray`. 1.1.2 (5 February 2020) ----------------------- - Added 'empirical-rotation' method to :func:`geowombat.Topo().norm_topo` function in :class:`geowombat.Topo` 1.1.1 (28 January 2020) ----------------------- - Fixed error reading by a extent bounds with `dask.delayed` 1.1.0 (24 January 2020) ----------------------- - Added new class :class:`geowombat.radiometry.Topo` for topographic corrections. - Added new `xarray.DataArray` `geowombat` accessor :func:`to_crs` for CRS transformations. - Added new function :func:`geowombat.core.sort_images_by_date`. - Added `geowombat.radiometry` module to the documentation. - Added new `xarray.DataArray` `geowombat` property `bounds_as_namedtuple`. - Rearranged documentation and fixed minor docstring issues. 1.0.7 (23 January 2020) ----------------------- - Added new functions :func:`geowombat.core.indices_to_coords` and :func:`geowombat.core.coords_to_indices` to replace :func:`geowombat.core.ij_to_xy` and :func:`geowombat.core.xy_to_ij`. 1.0.6 (21 January 2020) ----------------------- - Added missing imports for :func:`geowombat.sample`. 1.0.5 (21 January 2020) ----------------------- Changes ~~~~~~~ - Modified :func:`geowombat.sample`. New functionality includes: - Systematic sampling - Random sampling - Stratified random sampling 1.0.4 (19 January 2020) ----------------------- Changes ~~~~~~~ - Removed `DataArray` list option from :func:`geowombat.coregister`. Bug fixes ~~~~~~~~~ - Fixed an error with global configuration settings that occurred when `ref_image` was used and subsequently overwritten. - Removed `band_names` argument from :func:`imshow`. 1.0.3 (17 January 2020) ----------------------- Bug fixes ~~~~~~~~~ - Added workaround example in the documentation for :func:`geowombat.moving`. 1.0.2 (16 January 2020) ----------------------- Bug fixes ~~~~~~~~~ - Fixed a problem with :func:`geowombat.moving` block overlaps when requested window sizes were larger than the smallest Dask chunk size. - Fixed :func:`geowombat.moving` percentile quantile sorting of a full moving window. 1.0.1 (15 January 2020) ----------------------- New ~~~ - Added a check for even or odd window sizes with :func:`geowombat.moving`. - Added an option to co-register a list of images. - Added percentiles to :func:`geowombat.moving`. Bug fixes ~~~~~~~~~ - Fixed missing `DataArray` attributes after changing data type. 1.0.0 (13 January 2020) ----------------------- - First release 1.3.7b (12 January 2020) ------------------------ New ~~~ - Added :func:`geowombat.radiometry.pan_sharpen` function. - Added properties for multi-spectral + panchromatic band stacks. 1.3.0b (9 January 2020) ----------------------- New ~~~ - Added :func:`geowombat.to_vrt` function. 1.2.0b (29 December 2019) ------------------------- New ~~~ - Added :func:`geowombat.to_geodataframe` function. Bug fixes ~~~~~~~~~ - Fixed GeoDataFrame CRS check in :func:`geowombat.extract` function. 1.0.7b (20 December 2019) ------------------------- New ~~~ - Added user argument `dtype` in :class:`geowombat.open`. Bug fixes ~~~~~~~~~ - Fixed time and band stacking error. - Fixed dictionary string name error in CRF feature processing 1.0.0b (27 November 2019) ------------------------- New ~~~ - Added :func:`geowombat.mask` function. Bug fixes ~~~~~~~~~ - Fixed row/column offset error with :func:`warp` function. 1.0.0b (10 November 2019) ------------------------- New ~~~ - Added :func:`download_cube` function in :class:`geowombat.util.web.GeoDownloads`. 1.0.0b (1 November 2019) ------------------------ Enhancements ~~~~~~~~~~~~ - Added `expand_by` user argument in :func:`geowombat.clip`. 1.0.0b (30 October 2019) ------------------------ New ~~~ - Added user functions as Xarray attributes. See :func:`geowombat.apply` for an example. 1.0.0b (24 October 2019) ------------------------ Enhancements ~~~~~~~~~~~~ - Implemented improvements from testing processes vs. threads for concurrent I/O in :func:`geowombat.to_raster`. Bug fixes ~~~~~~~~~ - Changed BRDF normalization (:class:`geowombat.radiometry.BRDF`) from 1d to 2d in order to work with Dask arrays. 1.0.0b (23 October 2019) ------------------------ Changes ~~~~~~~ - Added fixes for surface reflectance New ~~~ - Added support for band stacking (in addition to time stacking) in :class:`geowombat.open`. The new keyword argument is `stack_dim` and can be used like: .. code:: python with gw.open(..., stack_dim='band') as ds: ... 1.0.0b (20 October 2019) ------------------------ Changes ~~~~~~~ - Block writing can now be done with `concurrent.futures` or with `dask.store`. New ~~~ - Added automatic date parsing when concatenating a list of files. - Added BRDF normalization using the c-factor method. 1.0.0a ------ History ~~~~~~~ - Examined concurrent writing workflows. - Setup basic geo-spatial functionality.