Satellite Remote Sensing of Natural Resources
CRC Press 1995
D.Verbyla@uaf.edu
I originally wrote the manuscript hoping that this would be a relatively
inexpensive paper-back primer. I appealed to the publisher that this is
a simple primer to bridge the gap to more comprehensive digital remote
sensing texts and it should be inexpensive and in paper back. I suggested
a price of $20. CRC Press offers it as a hardback at $60. So my appeal
fell on deaf ears!
You can order an examination copy (free for 30 days) by calling Lewis
Publishers,CRC Press at: 1-800-272-7737 and asking for L1007BXF
Chapter 1: Satellite Images
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Raster Image Data
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Scanning Systems
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Landsat MSS and TM
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SPOT HRV
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AVHRR
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Chapter 1 Problems
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Additional Readings
Chapter 2: Image Processing Systems
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Bits and Bytes
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Packaging Multispectral Data
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Panchromatic Display
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Contrast Enhancements
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Color Display
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Chapter 2 Problems
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Additional Readings
Chapter 3: Spectral Regions
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Spectral Regions
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Vegetation Spectral Relationships
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Water Spectral Relationships
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Snow and Cloud Spectral Relationships
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Soil Spectral Relationships
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Thermal Remote Sensing
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Potential Problems
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Chapter 3 Problems
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Additional Readings
Chapter 4: Radiometric Corrections
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Detector Errors: Line Dropout and Destriping
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Atomospheric Scatter: Applications and Strategies
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Chapter 4 Problems
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Additional Readings
Chapter 5: Geometric Corrections
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Map Projections
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Map Coordinate Systems
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U. S. National Map Accuracy Standards
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Selection of Ground Control Locations
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Image Rectification Models
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Pixel Resampling Options
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Ordering Recitfied Data
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Chapter 5 Problems
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Additional Readings
Chapter 6: Unsupervised Classification
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Histogram-Based Unsupervised Classification
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Sequential Clustering
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Isodata Clustering
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Chapter 5 Problems
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Additional Readings
Chapter 7: Supervised Classification
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Training Field Options
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Popular Classifiers
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Chapter 7 Problems
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Additional Readings
Chapter 8: Classification Accuracy Assessment
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The Error Matrix
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User's and Producer's Accuracy
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Kappa Statistic
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Sources of Conservative Bias
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Sources of Optimistic Bias
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Chapter 8 Problems
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Additional Readings
Last modified 1 August 1997
email: D.Verbyla@uaf.edu