Geospatial Analysis with Python and R
Course information
Introduction to Python GIS
General info
License and terms of usage
Lesson 0
Lesson 0 overview
Installation and setup for Python with Miniconda
Creating environments and install packages
Alternative installation methods for Conda environments
Test that everything works
Setting up Jupyter Notebook
Recap Python Basics
Lesson 1
Lesson 1 overview
Geometric Objects - Spatial Data Model
Lesson 2
Lesson 2 Overview
Introduction to Geopandas
Coordinate Reference Systems (CRS)
Lesson 3
Lesson 3 overview
Point in Polygon & Intersect
Spatial join
Lesson 4
Lesson 4 overview
Data reclassification
Lesson 5
Lesson 5 overview
Working with Raster data
More raster data analytics
Lesson 6
Lesson 6 Overview
Interactive maps on Leaflet
FAIR and Reproducible Research
Examples
Static maps with matplotlib
Interactive maps with Bokeh
Geospatial Analysis with Python and R
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Index
Index