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Geospatial Development By Example with Python

Geospatial Development By Example with Python

By : Pablo Carreira
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Geospatial Development By Example with Python

Geospatial Development By Example with Python

5 (4)
By: Pablo Carreira

Overview of this book

From Python programming good practices to the advanced use of analysis packages, this book teaches you how to write applications that will perform complex geoprocessing tasks that can be replicated and reused. Much more than simple scripts, you will write functions to import data, create Python classes that represent your features, and learn how to combine and filter them. With pluggable mechanisms, you will learn how to visualize data and the results of analysis in beautiful maps that can be batch-generated and embedded into documents or web pages. Finally, you will learn how to consume and process an enormous amount of data very efficiently by using advanced tools and modern computers’ parallel processing capabilities.
Table of Contents (12 chapters)
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11
Index

Block iteration

The TIFF format is a versatile image format that can be customized for very diverse needs. The file is composed of a Header, at least one Image File Directory, and any amount of Image Data. Explaining it in a simple way, the header tells where the first directory is on the file. The directory contains information about the image, tells how to read the data related to it, and tells where the next directory is. Each combination of a directory and image data is an image, so a single TIFF file may have multiple images inside it.

Block iteration

Each image data (a whole image) contains blocks of data (that is, parts of the image) that can be read separately, each one representing a specific region of the image. This allows the user to read the image by chunks, just like we did.

The blocks of data are indivisible; in order to return data from an image, the program that is reading it needs to read at least one whole block. If the desired region is smaller than a block, the whole block will be read...

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