#1112)

* Major refactor of tide modelling funcs to add improved parallelization

* Fix comment

* Add missing words for spellcheck

* Add deprec warning, improve docs

* Replace deprecated xarray.open_rasterio function

* Fix replacement in test_spatial.py

* Re-run after running previous notebooks

* Update overpass notebook

* Fix S2 collection in crophealth app

* Fix interactive apps bug

* Add missing packages

…1122)

* Add glint angle func

* Add draft sunglint notebook

* Update sunglint notebook

* Black formatting

* Add word to spelllist

* Add test for sunglint func

Co-authored-by: Emma Ai <emma.ai@ga.gov.au>

Co-authored-by: Emma Ai <emma.ai@ga.gov.au>

Co-authored-by: Emma Ai <emma.ai@ga.gov.au>

…1131)

* New DEA Mangroves notebook for inclusion with DEA products notebooks

* cleared all cells and re-ran to prepare notebook for publishing

* added DEA_Mangroves to the test cube for all dates in tile x49/y24 to match the default analysis area in the mangroves notebook

* Minor edits to describe `not_observed` class in relation to the time-series analysis

* Updated index link

* Incorporates PR reviews

Thanks for the reviews @robbibt

* updated README and deleted mp4 file

Bug fix #1136 fix typos and grammatical errors

* Delete DEA_products/DEA_Landsat_Surface_Reflectance.ipynb

* Add files via upload

* Add files via upload

… made the bitflags update (#1140)

…ith unique timesteps (#1142)

* Add analysis mode to model_tides, update tests

* Clarify which models need special definition file

* In progress update of notebook

* Update notebook, fix plot

formatting

- Provide helper functions `folium_map` and `ipyleaflet_map` that enables easy placing of an xarray Dataset on a webmap
- Provide `folium_dual_map` that lets us compare datasets side-by-side
- These functions support styling using the datacube OWS configuration

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Co-authored-by: uchchwhash <imam.alam@ga.gov.au>

add Aman code for colourbar for water quality notebook

water quality suspended matter notebook

remove unneeded code

minor tweak - remove unneeded code  - water quality notebook

* Pull pixel_tide resampling into function

* Identify x and y dims inside func instead

* Remove x, y dim params from function call

* Update default reviewers to remove inactive members

* Update CODEOWNERS

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Co-authored-by: Robbi Bishop-Taylor <Robbi.BishopTaylor@ga.gov.au>

add swinburne short course usage of dea-notebooks and tools

Now use v2, which masks creds by default.
See aws-actions/amazon-ecr-login#526

* Audit and update URL hyperlinks in Beginners Guide, DEA Products, How to Guides, and Interactive Maps notesbooks

* Audit and update URL hyperlinks Real World Examples notesbooks

* Rerun STAC notebook

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Co-authored-by: robbibt <Robbi.BishopTaylor@ga.gov.au>