Burnt area mapping near real-time

[mpho-sadiki]

Proposed changes

New Near real-time burnt area mapping notebook from DEA (https://knowledge.dea.ga.gov.au/notebooks/Real_world_examples/Burnt_area_mapping_near_realtime/)

Checklist (replace [ ] with [x] to check off)

• Remove any unused Python packages from Load packages
• Remove any unused/empty code cells
• Remove any guidance cells (e.g. General advice)
• Ensure that all code cells follow the PEP8 standard for code. The jupyterlab_code_formatter tool can be used to format code cells to a consistent style: select each code cell, then click Edit and then one of the Apply X Formatter options (YAPF or Black are recommended)
• Include relevant tags in the first notebook cell and re-use tags if possible
• Ensure appropriate colour schemes have been used to maximise accessibility for vision impairment. Test your images or learn more with Coblis or TPGI
• Clear all outputs, run notebook from start to finish, and save the notebook in the state where all cells have been sequentially evaluated

Closes issues (optional)

• Closes Issue #000

[mickwelli]

Nice workflow and the default area & time is great!

• Suspect that EPSG:6399 (Alaska) is meant to be EPSG:6933, I've committed and pushed this change
• The plot_variable_images() function: I think there are 2 options. 1) Add the function to the deafrica_tools.plotting module or 2) Add an explanation prior to defining the function.
• Near RT Image Selection: could an explanation be included as to why image 3 was selected in the example case e.g. cloud free and Sentinel; therefore higher resolution than Landsat? Same for baseline image selection

[mpho-sadiki]

Thanks Michael. I have added some markdown for the function and the NRT and baseline image selection.

[mickwelli]

Thanks Mpho

[lisarebelo]

Thank you Mpho, great to have this notebook available. It is well described with a really nice example and useful optional extras.

A couple of minor edits:

• remove capitalization in the section titles below (and any others, except for satellite names):

Define suitable date ranges for the baseline and Near Real-time Images
Load, Visualise, and Select a Near Real-time image
In this section, edit "change of finding a suitable image" to "chance of finding a suitable image"

[mpho-sadiki]

Thank you Mpho, great to have this notebook available. It is well described with a really nice example and useful optional extras.

A couple of minor edits:

• remove capitalization in the section titles below (and any others, except for satellite names):

Define suitable date ranges for the baseline and Near Real-time Images
Load, Visualise, and Select a Near Real-time image
In this section, edit "change of finding a suitable image" to "chance of finding a suitable image"

Thanks Lisa.