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Hands-On Geospatial Analysis with R and QGIS

You're reading from   Hands-On Geospatial Analysis with R and QGIS A beginner's guide to manipulating, managing, and analyzing spatial data using R and QGIS 3.2.2

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Product type Paperback
Published in Nov 2018
Publisher Packt
ISBN-13 9781788991674
Length 354 pages
Edition 1st Edition
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Authors (2):
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Brad Hamson Brad Hamson
Author Profile Icon Brad Hamson
Brad Hamson
Shammunul Islam Shammunul Islam
Author Profile Icon Shammunul Islam
Shammunul Islam
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Table of Contents (12) Chapters Close

Preface 1. Setting Up R and QGIS Environments for Geospatial Tasks FREE CHAPTER 2. Fundamentals of GIS Using R and QGIS 3. Creating Geospatial Data 4. Working with Geospatial Data 5. Remote Sensing Using R and QGIS 6. Point Pattern Analysis 7. Spatial Analysis 8. GRASS, Graphical Modelers, and Web Mapping 9. Classification of Remote Sensing Images 10. Landslide Susceptibility Mapping 11. Other Books You May Enjoy

Basics of remote sensing

Remote sensing is the measurement of characteristics or objects of Earth using the reflected radiation or signals that are transmitted from a device and then reflected back to it. For the first case, when the Sun is the primary source of energy, we call this passive remote sensing. By measuring reflected Electromagnetic Radiation (EMR), we try to make sense of the remote sensing data at hand. As different objects have different reflectance across the wavelength of EMR, we can identify different objects by comparing the observed reflectance against the typical reflectance.

Basic terminologies

We'll now briefly look at the following basic terminology of remote sensing:

  • Bands: Usually, reflected...
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