0.3.2

What's Changed

• Add missing dependency by @robbibt in #1190
• Adding PyPi link to DEA Tools introduction and rewording intro by @benji-glitsos-ga in #1192
• Edited the repo's README by @benji-glitsos-ga in #1193
• Changed one link by @benji-glitsos-ga in #1196
• Fixing broken images on Knowledge Hub Noteboks Readme by @benji-glitsos-ga in #1197
• Update USAGE.rst, Adding Citation (Issue #1178) by @ncimino1 in #1181
• Update all Knowledge Hub 'docs' links to new 'knowledge' links by @benji-glitsos-ga in #1201
• Renamed all 'Github' to 'GitHub' by @benji-glitsos-ga in #1203
• Sphinx autosummary minor update by @benji-glitsos-ga in #1202
• Add updated xr_interpolate func and tests by @robbibt in #1205
• Updated references to the old repo name 'dea-docs' to the new name by @benji-glitsos-ga in #1204
• Updates to DEA Waterbodies notebooks and tools for v3.0 by @BexDunn in #1199
• DEA Waterbodies notebook for v3, closes issue #1200 by @BexDunn in #1207
• add citation to usage.rst by @BexDunn in #1208
• Change xr_interpolate extent Error to Warning by @robbibt in #1210
• Update R^2 method in eval_metrics by @robbibt in #1211

New Contributors

• @ncimino1 made their first contribution in #1181

Full Changelog: 0.3.1...0.3.2

0.3.1

What's Changed

A minor update to dea-tools including updates to tide modelling and parallel processing functions.

New feature: load_reproject function for loading external COG GeoTIFFs and reprojecting them to match a specific resolution or GeoBox.

• Pull pixel_tide resampling into function for easier re-use by @robbibt in #1149
• Update pixel_tides to work on non-Dask inputs by @erialC-P in #1155
• Add threads flag to parallel apply by @alexgleith in #1171
• Update several notebooks to use cleaner odc-geo code, including new load_reproject function by @robbibt in #1186

New Contributors

• @matt-fry-ga made their first contribution in #1154

Full Changelog: 0.3.0...0.3.1

0.3.0

What's changed

Overall updates

• Major update to repository directory structure (new Interactive_apps directory, Frequently_used_code renamed to How_to_guides, DEA_datasets renamed to DEA_products)
• All repository content updated to the latest DEA Collection 3 Landsat and Sentinel-2 data
• Added extensive testing throughout repo (of both dea_tools and notebook content)

New Python package updates

• New xr_pansharpen function supporting multiple options for pansharping Landsat imagery, including Brovey, ESRI, simple mean, PCA and HSV pansharpening (#994)
• Major refactor of tide modelling functions (model_tides, pixel_tides) to add support for multiple tide models and parallel processing (#1077, #1112, #1142, #1084)
• Updated load_ard to support Sentinel-2 data and the s2cloudless cloud mask (#984, #1000)
• Update subpixel_contours to allow custom time formats (#1065)
• Updated dea_tools.spatial functions to use spatial tools from odc-geo (#978, #1039)
• New function to calculate points on a line (#1014)
• New helper functions folium_map and ipyleaflet_map that enables easy placing of an xarray.Dataset on a webmap (#1145)
• New folium_dual_map function to allow easily comparing datasets side-by-side (#1145)

New Jupyter notebooks and features

• New introductory Wetlands Insight Tool notebook (#1102)
• New introductory DEA Mangroves notebook (#1131)
• New introductory DEA Surface Reflectance (Sentinel-2, Collection 3) notebook
• New Sunglint masking with Sentinel-2 notebook (#1122)
• New Pansharpening Landsat with xr_pansharpen notebook (#994)
• New Combining data from DEA and Microsoft Planetary Computer notebook (#1097)
• New Visualising coastal turbidity notebook (#1073)
• New Determining seasonal extent of waterbodies with Sentinel-2 notebook (#1054)
• New Monitoring water quality notebook (#1146)
• New Near real-time burnt area mapping using DEA notebook (#1049)
• Added a search bar and marker to interactive widgets (#1096)
• Updated DEA Landsat Surface Reflectance notebook to include an example of cloud buffering with load_ard (#1094)
• Updated Generating satellite imagery animations notebook to add a combined Sentinel-2 and Landsat option (#1043)
• Extracted coastal transect app from DEA Coastlines notebook and moved it to a new Interactive_apps notebook (#1032)

Examples

New Contributors

• @geoscience-aman made their first contribution in #956
• @andressutton made their first contribution in #991
• @LaurenSchenk1 made their first contribution in #1025
• @treefern made their first contribution in #1026
• @mdasi00 made their first contribution in #1029
• @Joram95 made their first contribution in #1073
• @Ariana-B made their first contribution in #1081

PyPI

https://pypi.org/project/dea-tools/0.3.0/

Full Changelog: 0.2.7...0.3.0

0.2.8

What's Changed

• major update to the load_ard function to allow the function to support the new Sentinel-2 Collection 3 products #984
• wetlands.py wetlands module added to run DEA Wetlands Insight Tool notebook #1102
• Update and simplify xr_rasterize, xr_vectorise and subpixel_contours by using odc-geo #978
• Add missing dependencies to setup.py, remove no longer used segmentation.py #1003

PyPI

https://pypi.org/project/dea-tools/0.2.8/

Full Changelog: 0.2.7...0.2.8

0.2.7

What's Changed

• Fix missing function import in pixel_tides by @robbibt in #940

PyPI

https://pypi.org/project/dea-tools/0.2.7/

Full Changelog: 0.2.6...0.2.7

0.2.6

New features

Real_world_examples/Generating_satellite_animations.ipynb

• An interactive "app" notebook for exporting time series satellite imagery animations by drawing a box on a map and selecting a custom time period.

Landsat.5.7.8.-.1987-2018.-.Moreton.Bay.-.Animation.of.coastal.sand.dynamics.over.time.1.mp4

dea_tools.coastal

• dea_tools.coastal.model_tides: A replacement for the existing tidal_tag func that uses the open-source FES2014 tidal model.
• dea_tools.coastal.pixel_tides: A more advanced tidal model function that models tides across the 2D extent of a satellite imagery dataset, then interpolates that data into each pixel of the dataset. Used in DEA Coastlines to create seamless tidal composites and shorelines (with no discontinuities along study area boundaries).

dea_tools.datahandling

• dea_tools.datahandling.parallel_apply: A function for applying a custom function in parallel along a specific dimension in an xarray (e.g. for each timestep), using multiprocessing from the concurrent.futures package

dea_tools.spatial

• dea_tools.spatial.hillshade: A function for generating hillshades on DEM data, using custom sun angles and azimuths.
• dea_tools.spatial.sun_angles: A function for extracting average sun angles and azimuths from DEA Collection 3 metadata for each timestep in a satellite dataset. Can be used to identify pixels that are likely to be affected by terrain shadow in surface reflectance data.

What's Changed (full changelog)

• Fix failed Dask worker pod launch due to invalid username characters by @jmettes in #928
• New generating animations interactive notebook by @robbibt in #927
• Waterbodies fix by @vnewey in #932
• Move datacube import lower in STAC notebook to reduce confusion by @robbibt in #933
• remove unused import of write_geotiff by @ErinKenna in #930
• Add missing rasterstats and geopy dependency by @robbibt in #934
• Add funcs from DEA Coastlines and DEA Intertidal to DEA Tools by @robbibt in #936
• fix to Surface Area Duration NB by @vnewey in #937

New Contributors

• @jmettes made their first contribution in #928
• @vnewey made their first contribution in #932
• @ErinKenna made their first contribution in #930

PyPI

https://pypi.org/project/dea-tools/

0.2.5

What's Changed

• Add ability to plot a colour bar on level 4 animation by @Kooie-cate in #915
• Update notebooks to use C3 derivatives by @robbibt in #917
• Optimise test github action by @pindge in #920
• Unpin index image for docker-compose by @pindge in #921
• Remove ignore from basic analysis notebook tests by @robbibt in #922
• Support for FES2014 tide model via CNES aviso-fes. by @rtaib in #919
• Pin pip to allow build Action to work by @robbibt in #924

New Contributors

• @pindge made their first contribution in #920
• @rtaib made their first contribution in #919

Full Changelog: 0.2.4...0.2.5

0.2.4

What's Changed

Updates to ML notebooks/scripts, load_ard, and phenology

• Update Polygon_drill.ipynb by @CEKrause in #897
• DEA Land Cover notebook suite by @bellemae in #898
• Update animation notebook to use MP4s by @robbibt in #903
• Add Fractional Cover reprocessing notebook and results by @BexDunn in #905
• Add DEA training to repo by @BexDunn in #906
• Update README.rst by @BexDunn in #907
• Ah, add my conf paper by @BexDunn in #908
• Remove spatial cross validation from Scalable ML by @cbur24 in #909
• Update phenology notebook and script by @cbur24 in #910
• Add morphological filtering to load_ard by @cbur24 in #912
• Conference contribution GeoPython by @sebfoe in #914

Full Changelog: 0.2.3...0.2.4

0.2.3

What's Changed

• Updated image export notebook to an interactive app that requires no coding by @robbibt in #894

Full Changelog: 0.2.2...0.2.3

0.2.2

What's Changed

• Add new func for plotting fmask data with automatic colours by @robbibt in #886
• Update to document new Coastlines paper and use recently added Dask and Geopandas functionality by @robbibt in #887
• Updated courses and training by @Bethany-M in #889
• Add coastlines paper to repo usage by @robbibt in #890
• Add new interactive DEA Coastlines app and move all widgets to dea_tools.app submodule by @robbibt in #892

New Contributors

• @Bethany-M made their first contribution in #889

Full Changelog: 0.2.1...0.2.2