Book Image

QGIS Python Programming Cookbook, Second Edition - Second Edition

By : Joel Lawhead
Book Image

QGIS Python Programming Cookbook, Second Edition - Second Edition

By: Joel Lawhead

Overview of this book

QGIS is a desktop geographic information system that facilitates data viewing, editing, and analysis. Paired with the most efficient scripting language—Python, we can write effective scripts that extend the core functionality of QGIS. Based on version QGIS 2.18, this book will teach you how to write Python code that works with spatial data to automate geoprocessing tasks in QGIS. It will cover topics such as querying and editing vector data and using raster data. You will also learn to create, edit, and optimize a vector layer for faster queries, reproject a vector layer, reduce the number of vertices in a vector layer without losing critical data, and convert a raster to a vector. Following this, you will work through recipes that will help you compose static maps, create heavily customized maps, and add specialized labels and annotations. As well as this, we’ll also share a few tips and tricks based on different aspects of QGIS.
Table of Contents (16 chapters)
QGIS Python Programming Cookbook - Second Edition
About the Author
About the Reviewer
Customer Feedback

Image change detection

Change detection allows you to automatically highlight the differences between two images in the same area if they are properly orthorectified. In this recipe, we'll do a simple difference change detection on two images, which are several years apart, to see the differences in urban development and the natural environment.

Getting ready

You can download the two images for this recipe from and put them in a directory named change-detection in the rasters directory of your qgis_data directory. Note that the file is 55 megabytes, so it may take several minutes to download.

How to do it...

We'll use the QGIS raster calculator to subtract the images in order to get the difference, which will highlight significant changes. We'll also add a color ramp shader to the output in order to visualize the changes. To do this, we need to perform the following steps:

  1. First, we need to import the libraries...