Add data cube episode

[fnattino]

This will be based on ODC-STAC

[github-actions]

Thank you!

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🤖 This automated message can help you check the rendered files in your submission for clarity. If you have any questions, please feel free to open an issue in {sandpaper}.

If you have files that automatically render output (e.g. R Markdown), then you should check for the following:

• 🎯 correct output
• 🖼️ correct figures
• ❓ new warnings
• ‼️ new errors

Rendered Changes

🔍 Inspect the changes: https://github.com/esciencecenter-digital-skills/geospatial-python/compare/md-outputs..md-outputs-PR-118

The following changes were observed in the rendered markdown documents:

 01-intro-raster-data.md                            |  63 +--
 02-intro-vector-data.md                            |  30 +-
 03-crs.md                                          |  20 +-
 04-geo-landscape.md                                |  24 +-
 05-access-data.md                                  | 299 +++++++----
 06-raster-intro.md                                 | 572 +++++++++++++++------
 07-vector-data-in-python.md                        | 482 ++++++++---------
 08-crop-raster-data.md                             | 268 ++++------
 09-raster-calculations.md                          | 323 +++++-------
 10-zonal-statistics.md                             | 166 +++---
 11-parallel-raster-computations.md                 | 200 +++----
 12-data-cube.md (new)                              | 187 +++++++
 fig/E05/STAC-s2-preview-after.jpg (new)            | Bin 0 -> 70832 bytes
 fig/E05/STAC-s2-preview-before.jpg (new)           | Bin 0 -> 75077 bytes
 fig/E06/rhodes_multiband_80.png (new)              | Bin 0 -> 1033117 bytes
 fig/E06/rhodes_multiband_80_equal_aspect.png (new) | Bin 0 -> 861267 bytes
 fig/E06/rhodes_red_80_B04.png (new)                | Bin 0 -> 590536 bytes
 fig/E06/rhodes_red_80_B04_robust.png (new)         | Bin 0 -> 946323 bytes
 fig/E06/rhodes_red_80_B04_robust_nan.png (new)     | Bin 0 -> 865948 bytes
 .../rhodes_red_80_B04_vmin100_vmax2000.png (new)   | Bin 0 -> 880764 bytes
 fig/E06/rhodes_red_B04.png (new)                   | Bin 0 -> 801039 bytes
 fig/E07/greece_administration_areas.png (new)      | Bin 0 -> 64055 bytes
 fig/E07/greece_highways.png (new)                  | Bin 0 -> 26479 bytes
 fig/E07/rhodes_administration_areas.png (new)      | Bin 0 -> 17351 bytes
 fig/E07/rhodes_assets.png (new)                    | Bin 0 -> 45400 bytes
 fig/E07/rhodes_builtup_buffer.png (new)            | Bin 0 -> 18396 bytes
 fig/E07/rhodes_highways.png (new)                  | Bin 0 -> 80495 bytes
 fig/E07/rhodes_infra_highways.png (new)            | Bin 0 -> 46913 bytes
 fig/E08/dem.png (new)                              | Bin 0 -> 98203 bytes
 fig/E08/dem_matched.png (new)                      | Bin 0 -> 122237 bytes
 fig/E08/visual_clip.png (new)                      | Bin 0 -> 77146 bytes
 fig/E08/visual_clip_box.png (new)                  | Bin 0 -> 374262 bytes
 fig/E08/visual_large.png (new)                     | Bin 0 -> 197716 bytes
 fig/E09/NDVI-hist.png                              | Bin 7916 -> 14496 bytes
 fig/E09/NDVI-map.png                               | Bin 163222 -> 332276 bytes
 fig/E09/NDWI.png (new)                             | Bin 0 -> 314396 bytes
 fig/E09/NIR-band.png                               | Bin 167850 -> 276002 bytes
 fig/E09/custom-index.png (new)                     | Bin 0 -> 429445 bytes
 fig/E09/red-band.png                               | Bin 162461 -> 265509 bytes
 fig/E09/visual-burned-index.png (new)              | Bin 0 -> 357171 bytes
 fig/E10/zones_rasterized_xarray.png (new)          | Bin 0 -> 31334 bytes
 fig/E11/dask-graph.png                             | Bin 2311171 -> 94585 bytes
 fig/E12/NDVI-after.png (new)                       | Bin 0 -> 201397 bytes
 fig/E12/NDVI-after_point.png (new)                 | Bin 0 -> 201432 bytes
 fig/E12/NDVI-before.png (new)                      | Bin 0 -> 206500 bytes
 fig/E12/NDVI-time-series.png (new)                 | Bin 0 -> 25906 bytes
 index.md                                           |  44 +-
 md5sum.txt                                         |  27 +-
 setup.md                                           |  27 +-
 49 files changed, 1504 insertions(+), 1228 deletions(-)

What does this mean?

If you have source files that require output and figures to be generated (e.g. R Markdown), then it is important to make sure the generated figures and output are reproducible.

This output provides a way for you to inspect the output in a diff-friendly manner so that it's easy to see the changes that occur due to new software versions or randomisation.

⏱️ Updated at 2024-06-22 13:43:40 +0000

[Morrizzzzz]

I added some explanatory text to this episode. I love this one. Great work!