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Image Processing and Data Analysis with ERDAS IMAGINE (R)

Image Processing and Data Analysis with ERDAS IMAGINE (R)

Authors
Publisher Taylor & Francis Ltd
Year 31/10/2018
Pages 350
Version hardback
Readership level General/trade
Language English
ISBN 9781138034983
Categories Earth sciences
$190.61 (with VAT)
847.35 PLN / €181.67 / £157.71
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Book description

Remotely sensed data, in the form of digital images captured from spaceborne and airborne platforms, provide a rich analytical and observational source of information about the current status, as well as changes occurring in, on, and around the Earth's surface. The data products, or simply images processed from these platforms, provide an additional advantage in that geographic areas or regions of interest can be revisited on a regular cycle. This revisit cycle allows geospatial analysts and natural resource managers to explore changing conditions over time.





Image Processing and Data Analysis with ERDAS IMAGINE (R) explains the principles behind the processing of remotely sensed data in a simple, easy to understand, and "how-to" format. Organized as a step-by-step guide with exercises adapted from original research and using publicly available imagery, such as NASA Landsat, ESA Sentinel-2, Orthophotos, and others, this book gives readers the ability to quickly gain the practical experience needed to navigate the ERDAS IMAGINE (R) software as well as learn certain applications in Esri's ArcMap ArcGIS for Desktop software and Quantum the GIS (QGIS) open source applications package. It also helps readers to easily move beyond the information presented in this book and tackle more advanced skills.





Written by two professors with long experience in remote sensing and image processing, this book is a useful guide and reference for both undergraduate and graduate students, researchers, instructors, managers, and agency professionals who are involved in the study of Earth systems and the environment.

Image Processing and Data Analysis with ERDAS IMAGINE (R)

Table of contents

1. Acquiring Data: EarthExplorer, GloVis, LandsatLook Viewer, and NRCS Geospatial Data Gateway





2. Introduction to Image Data Processing





3. Georectification





4. Orthorectification





5. Positional Accuracy Assessment





6. Radiometric Image Enhancement





7. Spatial Image Enhancement





8. Image Digitizing and Interpretation





9. Unsupervised Classification





10. Supervised Classification





11. Object Based Image Analysis





12. Additional Image Analysis Techniques





13. Assessing Thematic Classification Accuracy





14. Basics of Digital Stereoscopy





Appendix: Answer to Chapter Review Questions





References





Index

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