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Course information
Introduction to the course
General info
Learning goals
Grading
Course environment
Communicating with Slack
License and terms of usage
Attribution
Week 1
Lesson overview
What is Sustainability?
What is Spatial Data Science?
Tutorial 1.1 - Meet Git
Tutorial 1.2 - Spatial analysis with Python
Recommended readings
Exercise 1
Week 2
Lesson overview
Human wellbeing and capabilities
Network analytics and spatial accessibility modelling
Tutorial 2.1 - Shortest path analysis
Tutorial 2.2. Accessibility analysis: Calculating travel time matrices in Python
Recommended readings
Exercise 2
Week 3
Lesson overview
Sustainable Cities and Mobilities
Mobility analytics
Tutorial 3 - Trajectory data mining in Python
Recommended readings
Exercise 3
Week 4
Lesson overview
Economic inequalities and growth
Spatial econometrics
Tutorial 4 - Spatial Regression in Python
Recommended readings
Exercise 4
Week 5
Lesson overview
Agent-based simulation with spatial data
SDS in Water resource management
Flood forecasting
Recommended readings
Final Assignment
Instructions
Repository
Suggest edit
.rst
.pdf
Network analytics and spatial accessibility modelling
Network analytics and spatial accessibility modelling
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