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Change Detection

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May 1, 2024 Updated May 11, 2025 17 minute read
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Change detection is the process of identifying differences in the state of an object or phenomenon by observing it at different times. At its core, this field focuses on answering questions like: Has something changed? What is the nature of that change? How extensive is the change? And what is the spatial pattern of this change? This might sound straightforward, but it underpins a vast array of applications and technologies that impact our daily lives and the world around us.

Path to Change Detection

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We've curated six courses to help you on your path to Change Detection. Use these to develop your skills, build background knowledge, and put what you learn to practice.
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Reading list

We've selected six books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Change Detection.
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Remote Sensing
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Covers a wide range of topics in change detection, including methods, algorithms, and applications. It provides a comprehensive overview of the field and valuable resource for researchers and practitioners.
Principles of Applied Remote Sensing
Hardcover
$$$
Remote Sensing (SpringerBriefs in Space Development)
Paperback
$$$
Remote Sensing (SpringerBriefs in Space Development)
Kindle Edition
$$$
Principles of Applied Remote Sensing
Kindle Edition
$$$
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Remote Sensing
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Provides a comprehensive overview of change detection in remotely sensed images. It covers the theoretical and practical aspects of change detection, including image processing, feature extraction, and classification.
Remote Sensing: Models and Methods for Image...
Hardcover
$$$$
Remote Sensing, Second Edition: Models and Methods...
Hardcover
$$
Remote Sensing: Models And Methods For Image...
Paperback
$$
Recent Advances in Remote Sensing and Hyperspectral...
Paperback
$$$
Techniques for Image Processing and Classifications...
Kindle Edition
$$$
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Land Use Planning and Remote Sensing
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Provides a comprehensive overview of change detection in land use and land cover. It covers the theoretical and practical aspects of change detection, including image processing, feature extraction, and classification.
Land use planning and remote sensing (Remote...
Hardcover
$$$
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Decision Making in Natural Resource Management
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Focuses on the use of change detection for monitoring natural resources. It provides an overview of the different methods used for change detection, and discusses the challenges and limitations of these methods.
Decision Making in Natural Resource Management: A...
Paperback
$$$$
Decision Making in Natural Resource Management: A...
Kindle Edition
$$$
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Machine Vision
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Provides a comprehensive overview of change detection from imagery and sensors. It covers the different methods used for change detection, and discusses the challenges and limitations of these methods.
Machine Vision
Hardcover
$$$$
Cover image
Advanced Fingerprint Recognition: From 3D Shape to...
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Provides a comprehensive overview of change detection and image change detection. It covers the different methods used for change detection, and discusses the challenges and limitations of these methods.
Advanced Fingerprint Recognition: From 3D Shape to...
Hardcover
$$$
Advanced Fingerprint Recognition: From 3D Shape to...
Kindle Edition
$$$
Relevant careers
Data Scientist
Data Analyst
Environmental Scientist
Urban Planner
Geographer
Remote Sensing Analyst
GIS Analyst
Cartographer
Related topics
Data Analytics
Predictive Analytics
Machine Learning
Data Mining
Regression Analysis
Time Series Analysis
Forecasting
Clustering
Classification
Decision-Making
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