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Book

Assessing the Accuracy of Remotely Sensed Data

Book

Assessing the Accuracy of Remotely Sensed Data

DOI link for Assessing the Accuracy of Remotely Sensed Data

Assessing the Accuracy of Remotely Sensed Data book

Principles and Practices, Third Edition

Assessing the Accuracy of Remotely Sensed Data

DOI link for Assessing the Accuracy of Remotely Sensed Data

Assessing the Accuracy of Remotely Sensed Data book

Principles and Practices, Third Edition
ByRussell G. Congalton, Kass Green
Edition 3rd Edition
First Published 2019
eBook Published 25 January 2019
Pub. Location Boca Raton
Imprint CRC Press
DOI https://doi.org/10.1201/9780429052729
Pages 346
eBook ISBN 9780429052729
Subjects Earth Sciences, Engineering & Technology, Environment and Sustainability
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Congalton, R.G., & Green, K. (2019). Assessing the Accuracy of Remotely Sensed Data: Principles and Practices, Third Edition (3rd ed.). CRC Press. https://doi.org/10.1201/9780429052729

ABSTRACT

The past 10 years have brought amazing changes to the technologies used to turn remotely sensed data into maps. As a result, the principles and practices necessary for assessing the accuracy of those maps have also evolved and matured. This third edition of Assessing the Accuracy of Remotely Sensed Data: Principles and Practices is thoroughly updated and includes five new chapters. Now 15 chapters long, this text is the only one of its kind to provide geospatial analysts with the requisite considerations, tools, and theory necessary to conduct successful and efficient map accuracy assessments; and map users with the knowledge to fully understand the assessment process to ensure effective use of maps.

See What’s New in the Third Edition:

  • All original chapters have been updated to include new standards, practices, and methodologies.
  • A new chapter on planning accuracy assessments.
  • A new chapter on assessing maps created using object-based technologies.
  • Two case study chapters - one showcasing the assessment of maps created from traditional methods, and one on the assessment of object-based maps.
  • Emphasis on considering and planning for positional accuracy in concert with thematic accuracy.
  • An appendix containing the internationally recognized ASPRS Positional Accuracy Standards.
  • A new final chapter summarizing the key concepts, considerations and lessons learned by the authors in their decades of implementing and evaluating accuracy assessments.

Assessing map accuracy is complex; however, the discussions in this book, together with the many figures, tables, and case studies, clearly present the necessary concepts and considerations for conducting an assessment that is both is practical, statistically reliable, and achievable.

TABLE OF CONTENTS

chapter 1|6 pages

Introduction

chapter 2|14 pages

The History of Map Accuracy Assessment

chapter 3|12 pages

Planning for Conducting an Accuracy Assessment

chapter 4|36 pages

Positional Accuracy

chapter 5|8 pages

Thematic Map Accuracy Basics

chapter 6|30 pages

Thematic Map Accuracy Assessment Considerations

chapter 7|20 pages

Reference Data Collection

chapter 8|18 pages

Basic Analysis Techniques

chapter 9|12 pages

Analysis of Differences in the Error Matrix

chapter 10|12 pages

Fuzzy Accuracy Assessment

chapter 11|12 pages

Object-Based or Polygon Accuracy Assessment

chapter 12|20 pages

An Object-based Accuracy Assessment Case Study

The Grand Canyon National Park/Grand Canyon-Parashant National Monument Vegetation Classification and Mapping Project

chapter 13|32 pages

The California Hardwood Rangeland Project

chapter 14|14 pages

Advanced Topics

chapter 15|4 pages

Summary and Conclusions

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