/JuliaEO

Repository (data, code, etc.) for the workshop: JuliaEO - Earth Observation with Julia

Primary LanguageJupyter NotebookMIT LicenseMIT

JuliaEO 2023

Global Workshop on Earth Observation with Julia

Repo for resources such as:

  • Website
  • Documentation
  • Notebooks
  • Datasets

Documentation

A folder with documents can be found above. It includes instructions on how to use Docker in the context of this workshop:

Notebooks

Notebooks can be found above within the notebooks folder, organised by session. You should be able to run most notebooks outside a Docker container. In case you aren't, try the following (default) Docker image. Some sessions might use different imahes, whcih will be documented with the session

Simple Notebook Listing

This is not necessarily a complete or up-to-date list. It notably omits notebooks used from the JuliaClimate notebook stack.

  1. Plenary sessions
  • plenary_sessions/The_Power_of_JuliaGeo/juliageo.ipynb
  • plenary_sessions/Julia_showcases_in_Oceanography/01-DIVAnd-data-preparation.ipynb
  • plenary_sessions/Julia_showcases_in_Oceanography/03-DINCAE-tutorial.ipynb
  • plenary_sessions/Julia_showcases_in_Oceanography/02-DIVAnd-example-analysis-azores.ipynb
  • plenary_sessions/SARProcessing_vision_state_of_affairs_and_roadmap/placeholderfile.jl
  • plenary_sessions/Raster_data_Reading_Manipulating_and_Visualising/rasters_demo.jl
  1. Hands sessions

  • hands_on_sessions/Processing_LiDAR_elevation_point_clouds_using_vector_data_in_Julia/spacelidar.ipynb

  • hands_on_sessions/Processing_LiDAR_elevation_point_clouds_using_vector_data_in_Julia/geointerface.ipynb

  • hands_on_sessions/Processing_LiDAR_elevation_point_clouds_using_vector_data_in_Julia/pointclouds.ipynb

  • hands_on_sessions/Data_Visualizations_with_Makie/Plots_Animations_&_Graphics/hands_on_makie no docker/hands-on-makie.ipynb

  • hands_on_sessions/Data_Visualizations_with_Makie/Plots_Animations_&_Graphics/hands_on_makie/hands-on-makie.ipynb

  • hands_on_sessions/Data_Visualizations_with_Makie/Visualization_of_Earth_Observations_Data/Vis_EOD.ipynb

  • hands_on_sessions/Datacubes_for_high-resolution_EO_data/handson.ipynb

  • hands_on_sessions/hands_on_makie/hands-on-makie.ipynb

  • hands_on_sessions/Working_with_SAR_and_InSAR_Data/SARProcessing/3_Object_detection.ipynb

  • hands_on_sessions/Working_with_SAR_and_InSAR_Data/SARProcessing/1_Load_Image.ipynb

  • hands_on_sessions/Working_with_SAR_and_InSAR_Data/SARProcessing/4_insar.ipynb

  • hands_on_sessions/Working_with_SAR_and_InSAR_Data/SARProcessing/2_Speckle.ipynb

  • hands_on_sessions/Julia_Use_Case_for_Change_Detection/userqa.ipynb

  • hands_on_sessions/Julia_for_beginners/Julia_for_beginners.ipynb

  • hands_on_sessions/Advanced_Geodata_Science_&_Geostatistical_Learning/hands_on_geostats/geodatascience.jl

  • hands_on_sessions/Advanced_Geodata_Science_&_Geostatistical_Learning/hands_on_geostats/geostatslearn.jl

  • hands_on_sessions/Advanced_Geodata_Science_&_Geostatistical_Learning/hands_on_geostats/geodatascience-docker.jl

  • hands_on_sessions/Data_Visualizations_with_Makie/Plots_Animations_&_Graphics/hands_on_makie no docker/widgets.jl

  • hands_on_sessions/Data_Visualizations_with_Makie/Plots_Animations_&_Graphics/hands_on_makie no docker/clima-plot.jl

  • hands_on_sessions/Data_Visualizations_with_Makie/Plots_Animations_&_Graphics/hands_on_makie/widgets.jl

  • hands_on_sessions/Data_Visualizations_with_Makie/Plots_Animations_&_Graphics/hands_on_makie/clima-plot.jl

  • hands_on_sessions/Data_Visualizations_with_Makie/Visualization_of_Earth_Observations_Data/genzarr.jl

  • hands_on_sessions/Datacubes_for_high-resolution_EO_data/placeholderfile.jl

  • hands_on_sessions/Land_Cover_Classification_of_Earth_Observation_images/rasters_flux_eo_classification.jl

  • hands_on_sessions/Retrieving_satellite_and_reanalysis_data_from_EO_servers/02-NASAPrecipitation.jl

  • hands_on_sessions/Retrieving_satellite_and_reanalysis_data_from_EO_servers/01-GeoRegions.jl

  • hands_on_sessions/RF_classification_using_marida/RF_classification_using_marida.jl

  • hands_on_sessions/hands_on_makie/widgets.jl

  • hands_on_sessions/hands_on_makie/clima-plot.jl

  • hands_on_sessions/Working_with_SAR_and_InSAR_Data/SARProcessing/figures/misc/azores_image.jl

  • hands_on_sessions/Working_with_SAR_and_InSAR_Data/SARProcessing/figures/misc/Create_example_data.jl

  • hands_on_sessions/Julia_Use_Case_for_Change_Detection/userqa_full.jl

  • hands_on_sessions/Julia_Use_Case_for_Change_Detection/plot_sentinel1.jl

Environment Files for Jupyter Notebooks

  • plenary_sessions/The_Power_of_JuliaGeo/Manifest.toml
  • plenary_sessions/The_Power_of_JuliaGeo/Project.toml
  • plenary_sessions/Julia_showcases_in_Oceanography/Manifest.toml
  • plenary_sessions/Julia_showcases_in_Oceanography/Project.toml
  • plenary_sessions/Data_science_big_data_and _cloud_native_solutions/Manifest.toml
  • plenary_sessions/Data_science_big_data_and _cloud_native_solutions/Project.toml
  • hands_on_sessions/Data_Visualizations_with_Makie/Plots_Animations_&_Graphics/hands_on_makie no docker/Project.toml
  • hands_on_sessions/Data_Visualizations_with_Makie/Visualization_of_Earth_Observations_Data/Manifest.toml
  • hands_on_sessions/Data_Visualizations_with_Makie/Visualization_of_Earth_Observations_Data/done_at_Workshop/Manifest.toml
  • hands_on_sessions/Data_Visualizations_with_Makie/Visualization_of_Earth_Observations_Data/Project.toml
  • hands_on_sessions/Datacubes_for_high-resolution_EO_data/Manifest.toml
  • hands_on_sessions/Datacubes_for_high-resolution_EO_data/Project.toml
  • hands_on_sessions/Retrieving_satellite_and_reanalysis_data_from_EO_servers/Manifest.toml
  • hands_on_sessions/Retrieving_satellite_and_reanalysis_data_from_EO_servers/Project.toml
  • hands_on_sessions/Julia_Use_Case_for_Change_Detection/Manifest.toml
  • hands_on_sessions/Julia_Use_Case_for_Change_Detection/Project.toml
  • hands_on_sessions/Julia_for_beginners/Manifest.toml
  • hands_on_sessions/Julia_for_beginners/Project.toml

Links to the YouTube videos

Datasets

Datasets