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Tables of Contents for Processing Digital Images in Geographic Information Systems
Chapter/Section Title
Page #
Page Count
Introduction
1
18
Typographical Conventions
2
1
Companion CD-ROM
3
16
File Installation
5
4
CD Files by Chapter
9
10
Part I. Image Display
19
74
Chapter 1 Grayscale and Color
19
38
Panchromatic Display
21
3
Contrast Enhancements
22
2
Panchromatic Display Using ARC INFO
24
1
Panchromatic Display Using ArcView
25
1
Grid Display
26
10
Grid Display Using ARCPLOT
26
4
Grid Display Using ArcView GIS Spatial Analyst
30
6
Color Display
36
11
Color Models in ARC INFO
36
6
Color Image Display Using ARC INFO
42
2
Color Display Using ArcView
44
3
Image-Based Slide Shows
47
3
Slide Show Using ARCPLOT
48
2
Hot Link in ArcView
50
7
Chapter 2 Surfaces
57
36
Perspective Views
58
5
Perspective Views Using ARCTOOLS
63
15
Simple 3D View
63
8
Hypsometric Coloring and 3D Views
71
4
Draping Images and Coverages
75
3
Perspective Views Using ARCPLOT Commands
78
4
Simple 3D Surface
79
1
Draping Features on a Surface
80
1
Hypsometric Coloring
81
1
Shaded Relief
82
1
Shaded Relief Display Using ARCTOOLS
82
3
Shaded Relief Display Using ARCPLOT
85
1
Shaded Relief Display in ArcView
86
7
Variations in Shaded Relief Display Using ArcView
88
5
Part II. Image Data
93
46
Chapter 3 Scanning
93
20
Bits and Bytes
94
1
Color versus Grayscale Scanning
94
1
Binary Threshold Scanning
95
2
Scanning Density
97
2
Computing Scan File Size Requirements
99
1
Packaging Scanned Images
99
2
Generic Image Formats
99
1
Proprietary Image Formats
100
1
Heads-up Digitizing Using ARCSCAN
101
1
Simple Raster to Vector Data Conversion
102
8
Changing the Straightening Properties
106
1
Changing Raster Line Parameters
107
3
Arc Editing Environment
110
1
Using ARCSCAN Utilities with ARCEDIT
110
3
Chapter 4 Remote Sensing
113
26
Spectral Regions
114
7
Image Resolution
121
4
Spatial Resolution
121
2
Spectral Resolution
123
1
Temporal Resolution
124
1
Radiometric Resolution
124
1
Satellite Imagery
125
3
Historic Data
125
1
High Spatial Resolution Satellite Images
125
1
Quality Control
126
2
Digital Orthophotographs
128
1
Displaying Remotely Sensed Images
128
11
Single-Band
128
4
Multi-Band Images
132
7
Part III Unwarping Images
139
48
Chapter 5 Map Projection and Coordinate Systems
139
18
Map Projections
139
8
Commonly Used Map Projections
143
4
Datums
147
1
Coordinate Systems
148
3
Universal Transverse Mercator
149
1
Universal Polar Stereographic
150
1
State Plane Coordinate
150
1
National Map Accuracy Standards
151
1
Map Projections and Coordinate Systems in ARC INFO
151
2
Map Projections and Coordinate Systems in ArcView
153
4
Chapter 6 Image Rectification
157
30
Affine Transformation
158
6
Developing Affine Transformation Models: A Simple Example
159
2
Image Adjustments By Affine Transformation
161
3
Unwarping Images in ARC INFO
164
12
Transforming Scanned Maps in ARC INFO
171
5
Rectifying Images
176
5
Resampling Options
176
3
Image Rectification Using ARC INFO
179
2
Rectifying Grids Using ArcView
181
6
Part IV. Classifying Images
187
46
Chapter 7 Unsupervised Classification
187
16
Unsupervised Classification Using ArcView
188
6
Spectral Clustering
189
2
Assigning Cover Types to Spectral Classes
191
3
Unsupervised Classification Using ARC INFO
194
9
Single Band versus Multiband Classification
194
2
Spectral Clustering Using ARC INFO GRID
196
1
Mapping Spectral Similarity with Hierarchical Cluster Analysis
196
3
Assigning Cover Types to Spectral Classes
199
4
Chapter 8 Supervised Classification
203
12
Training Area Selection
204
4
Using ARCEDIT to Delineate Training Areas
205
1
Developing Training Area Statistics
206
2
Maximum Likelihood Classification
208
7
Using ARC INFO GRID
211
4
Chapter 9 Accuracy Assessment
215
18
Reference Data
216
2
Random Sampling of Individual Image Pixels
216
2
Using a GIS to Generate an Error Matrix
218
10
Stratified Random Sampling with ARC INFO
218
4
Assigning Reference Data Values Using ARCEDIT
222
1
Producing an Error Table with ARC INFO
223
1
Assigning Reference Data ValuesUsing ArcView
224
3
Producing An Error Table Using ArcView Spatial Analyst
227
1
Creating an Error Matrix from the Error Table
228
5
Accuracy Types from the Error Matrix
229
4
Part V. Grid Operations and System Integration
233
56
Chapter 10 Grid Management, Clipping, and Resampling
233
14
Management Operations
233
3
Describing, Copying, Renaming, and Deleting Grids in ARC INFO
234
1
Describing, Copying, Renaming, and Deleting Grids in ArcView
235
1
Clipping and Stitching
236
5
Clipping in ARC INFO GRID
236
1
Clipping with ArcView Spatial Analyst
237
3
Cutting Grids Using a Polygon Coverage in ARC INFO GRID
240
1
Stitching Grids in ARC INFO GRID
240
1
Cutting and Stitching Grids Using a Polygon in ArcView
241
1
Resampling
241
6
Grid Resampling Using ARC INFO
242
2
Grid Resampling Using ArcView
244
3
Chapter 11 Noise Removal with ARCSCAN Tools
247
16
Removing Speckles
248
4
Removing Noise Regions
252
2
ARCSCAN Sketch Tools
254
6
Interactive Image Classification
260
3
Chapter 12 Filtering and Eliminating Groups of Pixels
263
16
Grid Filtering
263
10
Edge Enhancement
264
4
Filters For Smoothing Grids
268
5
Eliminating Groups of Pixels
273
6
REGIONGROUP and NIBBLE
273
2
GRID
275
2
Spatial Analyst
277
2
Chapter 13 System Integration
279
10
Automatic Batch Processing
280
2
ARC INFO Batch Jobs
280
1
ARC INFO GRID Batch Jobs
281
1
Communication Between ArcView and ARC INFO
282
7
Index
289