28 August -- 03 September 2022, OpenGeoHub Summer School 2022, Siegburg

Tom Hengl: “Modern challanges of geospatial data science: the Open-Earth-Monitor project”

• Video

Ben Graeler: “AI Strategy for Earth System Data – KI:STE project”

Martin Schultz: “Machine learning for weather, air quality and climate”

• Video
• Workshop materials

Markus Konkol: “Open Reproducible Research – Concepts, challenges, and solutions”

• Video
• Slides

Jakub Nowosad: “Geocomputation with R’s guide to reproducible spatial data analysis”

• Video
• Slides

Edzer Pebesma: “R-spatial updates: sf, sftime, stars”

• Video part I
• Video part II
• Workshop materials

Christian Autermann: “GeoNode as Research Data Infrastructure”

Martijn Visser; Maarten Pronk: “JuliaGeo: a gentle introduction”

• Video
• Workshop materials

Martin Fleischmann: “Introduction to GeoPandas and its Python ecosystem”

• Video
• Workshop materials

Krzystof Dyba: “Benchmarking R and Python for spatial data processing”

• Video
• Workshop materials

Ben Graeler: “Extreme events session”

• Workshop materials

Leandro Parente: “Accessing and using data cubes: spatial overlay, visualization and modeling – Python tutorial”

• Video
• Workshop materials

Markus Abel: “Stochastic processes, analysis, examples (Python tutorial)”

• Video

Edzer Pebesma & Leandro Parente: “Geo-arrow and geo-parquet”

• Video
• Workshop materials #1
• Workshop materials #2

Ribana Roscher: “Explainable ML”

• Video
• Slides #1
• Slides #2

Patrick Schratz: “Introduction to mlr3 (R tutorial)” and Patrick Schratz & Leandro Parente: “Spatial modeling using mlr3 (R tutorial)”

• Video
• Workshop materials #1
• Workshop materials #2

Hanna Meyer: “ML in R: how to deal with extrapolation and overfitting problems”

• Video
• Workshop materials

Tim Appelhans: “Visualization cloud-optimized (large) datasets in R (R tutorial)”

• Video
• Workshop materials #1
• Workshop materials #2
• Workshop materials #3

Other

• Hackathon instructions
• Winning hackathon submission by Francisco Zambrano