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:

• Computer Configuration

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

2. 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

• Julia for Beginners L. Alonso & S. Danisch
• Datacubes for High Resolution EO Data F. Cremer
• Data Visualizations with Makie.jl L. Alonso & S. Danisch
• Data Science, Big Data, and Cloud Native Solutions F. Gans & M. Klöwer
• Advanced Geodata Science & Geostatistical Learning J. Hoffimann
• Julia Showcases in Oceanography A. Barth & G. Forget
• Land Cover Classification of Earth Observation Images R. Schouten
• Machine Learning with Geospatial Data, What Can Go Wrong J. Hoffimann
• MBON, Ocean Biomes Monitoring, and Marine Ecosystem Modeling F. Muller Karger, A. Lima & G. Forget
• Raster Data Reading, Manipulating, and Visualising R. Schouten
• Julia Use Case for Change Detection F. Cremer
• Regional Ocean Data G. Forget, A. Valente & E. Castanho
• Processing LiDAR elevation point clouds using vector data in Julia M. Pronk
• Retrieving Satellite and Reanalysis Data from EO Servers N. Wong & A. Barth
• SAR Data Manipulation F. Cremer
• SARProcessing jl: Background and Method S. Lupemba & E. Lippert
• SARProcessing jl: Vision, State of Affairs, and Roadmap E. Lippert, S. Lupemba, K. Sorensen, & I. Szczesniak
• Simulating Oceanic Pathways of Plastics, Pollutants, or Marine Ecosystems G. Forget
• The Power of JuliaGeo M. Visser
• Working with SAR and InSAR Data K. Sorensen & S. Lupemba

Datasets

Datasets