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Geoprocessing in Python

Getting started

Setup environment
Course materials

Python

Python basics
File system
Think (more) Python
Parallel processing

Tables

Table manipulation

Raster

Raster data
The Affine Transformation
Array manipulation
Map Algebra

Vector

Vector data
Making selections of features
Creating new shapefiles and features
Coordinate transformations
Point intersections
Duplication of layers and memory use
Geometry operations

Machine learning

Image classification
Trend analysis

Google Earth Engine

Introduction to GEE
Image workflows
Image classification with GEE and scikit-learn
Managing large tasks
Trend analysis

Appendix

References

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By Dirk Pflugmacher & Matthias Baumann

© Copyright 2023.