[ENH] Implement 2i2c hub-user-image-template in published notebooks

[acocac]

Feature Request

The published notebook repositories uses Setup Miniconda from GitHub Marketplace to render the Jupyter file. While this is optimal to conda environments, 2i2c hub-user-image-template offers a wider support to other programming languages e.g. R and Julia.

Describe the solution you'd like

Implement changes i.e. replacing workflow actions according to the adapted python template from 2i2c hub-user-image-template.

Steps

• Set up the Quay.io repository
  • Use same name as the notebook repository
  • Add edsbook+github_actions in User and Robot Permissions
  • Add Quay.io credentials in the notebook repository
• Add 2i2c adapted workflow YML files into .github folder/workflows
• Remove Setup Miniconda YML file from .github folder/workflows
• Add new config file into the .github folder
• Remove old config file in the repo directory.
• Edit License and change Environmental-DS-Book to EDS book
• Add credits to 2i2c template in Attribution.
  • The workflow actions were adapted from 2i2c’s hub-user-image-template released under BSD-3-Clause license.
• Replace Published badge in README by Render badge.
• Check if the Render action works
  • If errors in cell outputs, ping according to the conda lock files
  • Regenerate and replace conda files

Notebooks

• Detecting floating objects using deep learning and Sentinel-2 imagery - OK
• Met Office UKV high-resolution atmosphere model data - OK
• MODIS MOD021KM and FIRMS - Fixed bug with dates (see #3)
• Tree crown detection using DeepForest - OK (additional changes in environment.yml)
• SEVIRI Level 1.5 - OK (additional changes in environment.yml)
• Tree crown delineation using detectreeRGB (additional changes in environment.yml and added apt.txt)
• Sea ice forecasting using IceNet (additional changes in environment.yml)
• Cosmos-UK soil moisture
• Concatenating a gridded rainfall reanalysis dataset into a time series
• Exploring Land Cover Data (Impact Observatory) (additional changes in environment.yml)

Describe alternatives you've considered

• 2i2c hub-user-image-template
• Customise GitHub actions using repo2docker
• Continue with Setup Miniconda

Additional information

[acocac]

Related to #108

[acocac]

All notebooks work with 2i2c hub-user-image-template.