使用 Python、Geopandas 和 Folium 进行 GIS 和地理空间分析
GIS & Geospatial Analysis with Python, Geopandas, and Folium
- 001 Introduction to the Course
- 002 Table of Contents
- 003 Whom This Course is Intended for
- 004 Tools IDE and Datasets
- 005 Introduction to Geospatial Analysis
- 006 Geospatial Data Visualization Methods
- 007 Finding Downloading Geospatial Datasets From Kaggle EPA
- 008 Displaying Interactive Maps with Geopandas Folium and Ipyleaflet
- 009 Calculating Distance Between Two Locations
- 010 Extracting Geographic Coordinates From Map
- 011 Performing Geocoding Reverse Geocoding
- 012 Conducting Proximity Analysis to find nearby cities
- 013 Analyzing Calculating Population Density
- 014 Visualizing Population Density on Interactive Map
- 015 Analyzing Air Quality Index
- 016 Monitoring Air Quality Index in Multiple Locations
- 017 Analyzing Calculating Flood Risk
- 018 Mapping Flood Risk on Interactive Map
- 019 Analyzing Snow Depth in Multiple Locations
- 020 Mapping Snow Cover with Folium
- 021 Modelling Optimizing Routes with Open Street Map Network X
- 022 Modelling Optimizing Bus Routes with Dijkstra Algorithm
- 023 Conclusion Summary