References
Geospatial Analysis with Python and R
Preface
License and terms of usage
General info
Python - Lesson 0
Introduction to Python GIS
Overview
Installation of Python
Python environments
Test that everything works
Historically: Miniconda
Recap Python Basics
Python - Lesson 1
Lesson 1 overview
Geometric Objects - Spatial Data Model
Python - Lesson 2
Lesson 2 Overview
Introduction to Geopandas
Coordinate Reference Systems (CRS)
Python - Lesson 3
Lesson 3 overview
Point in Polygon & Intersect
Spatial join
Python - Lesson 4
Lesson 4 overview
Data reclassification
Python - Lesson 5
Lesson 5 overview
Working with Raster data
More raster data analytics
Python - Lesson 6
Lesson 6 Overview
Examples
Static maps with matplotlib
Interactive maps on Leaflet
Introduction to Interactive Dashboards with Panel
R - Lessons
Lesson 1: Introduction to R
Lesson 2: Vector data analysis (Part 1)
Lesson 3: Vector data analysis (Part 2)
Lesson 4: Making maps with R
Lesson 5: Raster data analysis
Lesson 6: Spatial interpolation
Lesson 7: Mobility analysis
Lesson 8: 3D mapping
Lesson 9: Interactive maps
Lesson 10: Animations
Additional materials
FAIR and Reproducible Research
Outlook
References
References
Knuth, Donald E. 1984.
“Literate Programming.”
Comput. J.
27 (2): 97–111.
https://doi.org/10.1093/comjnl/27.2.97
.
Outlook