課程大綱： Python for Geographic Information System (GIS)培訓(xùn)
Introduction to GIS
Installation and Required Packages
Introduction to Shapely for Geometric Objects
Intro to Pandas and GeoPandas
Managing maps and Projections
Geocoding and ArcGIS API
Geocoding Point in Polygons with GeoPandas
Spatial join
Data Classification; pysal map classifier
Overlay Analysis
Aggregating spatial data
Geometries simplifications
Visualization with Bokeh
Static and Interactive Maps
Using GIS Applications
ArcGIS API usage and processing toolbox
Python in QGIS; Processing toolbox & graphical modeller
Creating own processing toolbox;
Network Analysis and OpenStreetMap
Downloading and working with OpenStreetMap data; Osmnx
Network analysis in Python; Networkx; Osmnx;
Conclusion
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