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Applied Geospatial Data Science with Python

You're reading from   Applied Geospatial Data Science with Python Leverage geospatial data analysis and modeling to find unique solutions to environmental problems

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Product type Paperback
Published in Feb 2023
Publisher Packt
ISBN-13 9781803238128
Length 308 pages
Edition 1st Edition
Languages
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Author (1):
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David S. Jordan David S. Jordan
Author Profile Icon David S. Jordan
David S. Jordan
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Table of Contents (17) Chapters Close

Preface 1. Part 1:The Essentials of Geospatial Data Science
2. Chapter 1: Introducing Geographic Information Systems and Geospatial Data Science FREE CHAPTER 3. Chapter 2: What Is Geospatial Data and Where Can I Find It? 4. Chapter 3: Working with Geographic and Projected Coordinate Systems 5. Chapter 4: Exploring Geospatial Data Science Packages 6. Part 2: Exploratory Spatial Data Analysis
7. Chapter 5: Exploratory Data Visualization 8. Chapter 6: Hypothesis Testing and Spatial Randomness 9. Chapter 7: Spatial Feature Engineering 10. Part 3: Geospatial Modeling Case Studies
11. Chapter 8: Spatial Clustering and Regionalization 12. Chapter 9: Developing Spatial Regression Models 13. Chapter 10: Developing Solutions for Spatial Optimization Problems 14. Chapter 11: Advanced Topics in Spatial Data Science 15. Index 16. Other Books You May Enjoy

Understanding projected coordinate systems

The GCS tells you where data is located on the Earth’s surface. A PCS tells you how to draw and locate your data on a flat, two-dimensional plane. As mentioned previously, both the Earth and GCS models are spherical. However, most mapping mediums, be it a paper map or a mobile screen, are two-dimensional, flat surfaces. A PCS tells you how to convert the GCS spherical model to a flat model of the Earth’s surface.

It is often useful to develop a mental map by thinking about an orange. An orange is typically spherical and can be thought of as the Earth. As you peel an orange, you can lay its peel somewhat flat on a surface, but in order to get it completely flat, you must begin to tear the orange peel. Each tear in the orange peel can be thought of as distortion that is added to the model. A PCS, also known as a map projection, is essentially doing the same thing; it is tearing the GCS to allow it to be represented on our flat...

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