Introduction to remote sensing:
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
London [u.a.]
Taylor & Francis
2002
|
| Edition: | 3. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturangaben |
| Physical Description: | XXXI, 621 S. Ill., graph. Darst., Kt. |
| ISBN: | 0415282942 |
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| 100 | 1 | |a Campbell, James B. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Introduction to remote sensing |c James B. Campbell |
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| adam_text | Titel: Introduction to remote sensing
Autor: Campbell, James B.
Jahr: 2002
Contents
Preface xv
List of Tables xix
List of Figures xxi
List of Plates xxxi
PARTI. FOUNDATIONS
1. History and Scope of Remote Sensing 3
1.1. Introduction 3
1.2. Definitions 4
1.3. Milestones in the History of Remote Sensing 7
1.4. Overview of the Remote Sensing Process 10
1.5. A Specific Example 12
1.6. Key Concepts of Remote Sensing 15
1.7. Career Preparation and Professional Development 18
Review Questions 21
References 22
2. Electromagentic Radiation 25
2.1. Introduction 25
2.2. The Electromagnetic Spectrum 25
2.3. Major Divisions of the Electromagnetic Spectrum 27
2.4. Radiation Laws 30
2.5. Interactions with the Atmosphere 32
2.6. Interactions with Surfaces 41
2.7. Summary: Three Models for Remote Sensing 46
Review Questions 48
References 49
PART II. IMAGE ACQUISITION
3. Photographic Sensors 53
3.1. Introduction 53
3.2. The Aerial Camera 54
vin Contents
3.3. Kinds of Aerial Cameras 58
3.4. Black-and-White Aerial Films 60
3.5. Color Reversal Films 69
3.6. Color Infrared Films 70
3.7. Film Format and Annotation 72
3.8. Geometry of the Vertical Aerial Photograph 73
3.9. Coverage by Multiple Photographs 77
3.10. Photogrammetry 84
3.11. Digital Photography 84
3.12. Softcopy Photogrammetry 84
3.13. Sources of Aerial Photography 85
3.14. Summary 88
Review Questions 89
References 89
YOUR OWN INFRARED PHOTOGRAPHS 90
YOUR OWN 3D PHOTOGRAPHS 91
4. Digital Data 93
4.1. Introduction 93
4.2. Electronic Imagery 93
4.3. Spectral Sensitivity 99
4.4. Digital Data 100
4.5. Data Formats 102
4.6. Equipment for Digital Analysis 105
4.7. Image-Processing Software 111
4.8. The Internet 112
4.9. An Overview of the Image Analysis Process 117
4.10. Summary 120
Review Questions 120
References 121
5. Image Interpretation 122
5.1. Introduction 122
5.2. The Context for Image Interpretation 123
5.3. Image Interpretation Tasks 124
5.4. Elements of Image Interpretation 125
5.5. Image Interpretation Strategies 130
5.6. Collateral Information 132
5.7. Imagery Interpretability Rating Scales 132
5.8. Image Interpretation Keys 13 3
5.9. Interpretive Overlays 134
5.10. Photomorphic Regions 134
5.11. Image Interpretation Equipment 135
5.12. Preparation for Manual Interpretation 143
5.13. Use of the Pocket Stereoscope 143
5.14. Image Scale Calculations 144
Contents ix
5.15. Reporting Results of an Interpretation 147
5.16. Interpretation of Digital Imagery 151
5.17. Summary 154
Review Questions 155
References 156
6. Land Observation Satellites 157
6.1. Satellite Remote Sensing 157
6.2. Landsat Origins 157
6.3. Satellite Orbits 159
6.4. The Landsat System 161
6.5. Multispectral Scanner Subsystem Images 167
6.6. Landsat Thematic Mapper 172
6.7. Administration of the Landsat Program 176
6.8. Current Satellite Systems 177
6.9. Computer Searches 191
6.10. Summary 193
Review Questions 195
References 196
CORONA 197
7. Active Microwave and Lidar 204
7.1. Introduction 204
7.2. Active Microwave 204
7.3. Geometry of the Radar Image 209
7.4. Wavelength 212
7.5. Penetration of the Radar Signal 213
7.6. Polarization 214
7.7. Look Direction and Angle 215
7.8. Real Aperture Systems 217
7.9. Synthetic Aperture Systems 220
7.10. Interpreting Brightness Values 221
7.11. Satellite Imaging Radars 225
7.12. Radar Interferometry 235
7.13. Lidar 237
7.14. Summary 239
Review Questions 241
References 242
8. Thermal Radiation 244
8.1. Introduction 244
8.2. Thermal Detectors 245
8.3. Thermal Radiometry 247
8.4. Microwave Radiometers 250
8.5. Thermal Scanners 251
8.6. Thermal Properties of Objects 252
s Contents
8.7. Geometry of Thermal Images 255
8.8. The Thermal Image and Its Interpretation 258
8.9. Heat Capacity Mapping Mission 265
8.10. Landsat Multispectral Scanner Subsystem and Thematic Mapper
Thermal Data 267
8.11. Summary 268
Review Questions 269
References 270
9. Image Resolution 272
9.1. Introduction and Definitions 272
9.2. Target Variables 273
9.3. System Variables 274
9.4. Operating Conditions 274
9.5. Measurement of Resolution 275
9.6. Mixed Pixels 277
9.7. Spatial and Radiometrie Resolution: A Simple Example 281
9.8. Interactions with the Landscape 283
9.9. Summary 285
Review Questions 285
References 286
PART III. ANALYSIS
10. Preprocessing 291
10.1. Introduction 291
10.2. Feature Extraction 291
10.3. Subsets 294
10.4. Radiometrie Preprocessing 296
10.5. Image Matching 304
10.6. Geometric Correction by Resampling 305
10.7. Map Projections for Representing Satellite Images
and Ground Tracks 308
10.8. Effects of Preprocessing 312
10.9. Data Fusion 313
10.10. Summary 315
Review Questions 315
References 316
11. Image Classification 319
11.1. Introduction 319
11.2. Informational Classes and Spectral Classes 321
11.3. Unsupervised Classification 323
11.4. Supervised Classification 333
11.5. Textural Classifiers 348
11.6. Ancillary Data 349
11.7. Layered Classification 351
11.8. Fuzzy Clustering 352
Contents xi
11.9. Artificial Neural Networks 353
11.10. Contextual Classification 355
11.11. Relative Accuracies of Classification Procedures 356
11.12. Summary 357
Review Questions 357
References 358
12. Field Data 361
12.1. Introduction 361
12.2. Kinds of Field Data 361
12.3. Nominal Data 362
12.4. Documentation of Nominal Data 363
12.5. Biophysical Data 363
12.6. Field Radiometry 365
12.7. Unmanned Airborne Vehicles 368
12.8. Locational Information 369
12.9. Using Locational Information 373
12.10. Geographic Sampling 374
12.11. Summary 379
Review Questions 379
References 380
13. Accuracy Assessment 383
13.1. Definition and Significance 383
13.2. Sources of Classification Error 385
13.3. Error Characteristics 386
13.4. Measurement of Map Accuracy 386
13.5. Interpretation of the Error Matrix 394
13.6. Summary 402
Review Questions 403
References 404
14. Hyperspectral Remote Sensing 407
14.1. Introduction 407
14.2. Spectroscopy 407
14.3. Hyperspectral Remote Sensing 408
14.4. The Airborne Visible/Infrared Imaging Spectrometer 408
14.5. The Image Cube 410
14.6. Data Libraries 410
14.7. Spectral Matching 411
14.8. Spectral Mixing Analysis 412
14.9. Analyses 415
14.10. Summary 415
Review Questions 416
References 416
xii Contents
PART IV. APPLICATIONS
15. Geographic Information Systems 421
15.1. Introduction 421
15.2. Equipment for a Geographic Information System 423
15.3. Geographic Information Systems Software 424
15.4. Data and Data Entry 426
15.5. Alternative Data Structures 427
15.6. Data for a Geographic Information System 437
15.7. Relationships between Remotely Sensed Data and Geographic
Information Systems 444
15.8. Modeling Spatial Processes with Geographic Information Systems
and Remote Sensing 445
15.9. National Center for Geographic Information and Analysis 445
15.10. Mobile Geographic Information Systems 446
15.11. Web-Based Geographic Information Systems 446
15.12. Summary 447
Review Questions 447
References 448
16. Plant Sciences 450
16.1. Introduction 450
16.2. Manual Interpretation 450
16.3. Structure of the Leaf 459
16.4. Spectral Behavior of the Living Leaf 461
16.5. Vegetation Indices 465
16.6. Applications of Vegetation Indices 467
16.7. Phenology 468
16.8. Advanced Very-High-Resolution Radiometer 471
16.9. Separating Soil Reflectance from Vegetation Reflectance 475
16.10. Tasseled Cap Transformation 476
16.11. Foliar Chemistry 479
16.12. Lidar Data for Forest Inventory and Structure 479
16.13. Precision Agriculture 480
16.14. Summary 481
Review Questions 481
References 482
17. Earth Sciences 486
17.1. Introduction 486
17.2. Photogeology 487
17.3. Lineaments 489
17.4. Geobotany 495
17.5. Direct Multispectral Observation of Rocks and Minerals 499
17.6. Photoclinometry 501
17.7. Band Ratios 505
Contents xiii
17.8. Soil and Landscape Mapping 507
17.9. Integrated Terrain Units 515
17.10. Radar Imagery for Exploration 516
17.11. Summary 517
Review Questions 518
References 519
18. Hydrospheric Sciences 523
18.1. Introduction 523
18.2. Spectral Characteristics of Water Bodies 524
18.3. Spectral Changes as Water Depth Increases 527
18.4. Location and Extent of Water Bodies 528
18.5. Roughness of the Water Surface 530
18.6. Bathymetry 531
18.7. Landsat Chromaticity Diagram 536
18.8. Drainage Basin Hydrology 541
18.9. Evapotranspiration 543
18.10. Manual Interpretation 544
18.11. Sea Surface Temperature 548
18.12. Summary 550
Review Questions 550
References 551
19. Land Use and Land Cover 554
19.1. Introduction 554
19.2. Significance of Land-Use and Land-Cover Information 555
19.3. Applications of Remote Sensing 557
19.4. Land-Use Classification 558
19.5. Mapping Land Use by Manual Interpretation 559
19.6. Land-Cover Mapping by Image Classification 576
19.7. Mapping Land-Use Change 578
19.8. Broad-Scale Land-Cover Studies 581
19.9. Sources of Compiled Land-Use Data 582
19.10. Summary 583
Review Questions 584
References 585
20. Global Remote Sensing 587
20.1. Introduction 587
20.2. Biogeochemical Cycles 587
20.3. Advanced Very-High-Resolution Radiometer 593
20.4. Earth Observing System 594
20.5. Earth Observing System Instruments 595
20.6. Earth Observing System Bus 599
20.7. Earth Observing System Data and Information System 600
xiv Contents
20.8. Long-Term Environmental Research Sites 602
20.9. Earth Explorer 603
20.10. Summary 604
Review Questions 604
References 605
Index 607
About the Author 621
|
| adam_txt |
Titel: Introduction to remote sensing
Autor: Campbell, James B.
Jahr: 2002
Contents
Preface xv
List of Tables xix
List of Figures xxi
List of Plates xxxi
PARTI. FOUNDATIONS
1. History and Scope of Remote Sensing 3
1.1. Introduction 3
1.2. Definitions 4
1.3. Milestones in the History of Remote Sensing 7
1.4. Overview of the Remote Sensing Process 10
1.5. A Specific Example 12
1.6. Key Concepts of Remote Sensing 15
1.7. Career Preparation and Professional Development 18
Review Questions 21
References 22
2. Electromagentic Radiation 25
2.1. Introduction 25
2.2. The Electromagnetic Spectrum 25
2.3. Major Divisions of the Electromagnetic Spectrum 27
2.4. Radiation Laws 30
2.5. Interactions with the Atmosphere 32
2.6. Interactions with Surfaces 41
2.7. Summary: Three Models for Remote Sensing 46
Review Questions 48
References 49
PART II. IMAGE ACQUISITION
3. Photographic Sensors 53
3.1. Introduction 53
3.2. The Aerial Camera 54
vin Contents
3.3. Kinds of Aerial Cameras 58
3.4. Black-and-White Aerial Films 60
3.5. Color Reversal Films 69
3.6. Color Infrared Films 70
3.7. Film Format and Annotation 72
3.8. Geometry of the Vertical Aerial Photograph 73
3.9. Coverage by Multiple Photographs 77
3.10. Photogrammetry 84
3.11. Digital Photography 84
3.12. Softcopy Photogrammetry 84
3.13. Sources of Aerial Photography 85
3.14. Summary 88
Review Questions 89
References 89
YOUR OWN INFRARED PHOTOGRAPHS 90
YOUR OWN 3D PHOTOGRAPHS 91
4. Digital Data 93
4.1. Introduction 93
4.2. Electronic Imagery 93
4.3. Spectral Sensitivity 99
4.4. Digital Data 100
4.5. Data Formats 102
4.6. Equipment for Digital Analysis 105
4.7. Image-Processing Software 111
4.8. The Internet 112
4.9. An Overview of the Image Analysis Process 117
4.10. Summary 120
Review Questions 120
References 121
5. Image Interpretation 122
5.1. Introduction 122
5.2. The Context for Image Interpretation 123
5.3. Image Interpretation Tasks 124
5.4. Elements of Image Interpretation 125
5.5. Image Interpretation Strategies 130
5.6. Collateral Information 132
5.7. Imagery Interpretability Rating Scales 132
5.8. Image Interpretation Keys 13 3
5.9. Interpretive Overlays 134
5.10. Photomorphic Regions 134
5.11. Image Interpretation Equipment 135
5.12. Preparation for Manual Interpretation 143
5.13. Use of the Pocket Stereoscope 143
5.14. Image Scale Calculations 144
Contents ix
5.15. Reporting Results of an Interpretation 147
5.16. Interpretation of Digital Imagery 151
5.17. Summary 154
Review Questions 155
References 156
6. Land Observation Satellites 157
6.1. Satellite Remote Sensing 157
6.2. Landsat Origins 157
6.3. Satellite Orbits 159
6.4. The Landsat System 161
6.5. Multispectral Scanner Subsystem Images 167
6.6. Landsat Thematic Mapper 172
6.7. Administration of the Landsat Program 176
6.8. Current Satellite Systems 177
6.9. Computer Searches 191
6.10. Summary 193
Review Questions 195
References 196
CORONA 197
7. Active Microwave and Lidar 204
7.1. Introduction 204
7.2. Active Microwave 204
7.3. Geometry of the Radar Image 209
7.4. Wavelength 212
7.5. Penetration of the Radar Signal 213
7.6. Polarization 214
7.7. Look Direction and Angle 215
7.8. Real Aperture Systems 217
7.9. Synthetic Aperture Systems 220
7.10. Interpreting Brightness Values 221
7.11. Satellite Imaging Radars 225
7.12. Radar Interferometry 235
7.13. Lidar 237
7.14. Summary 239
Review Questions 241
References 242
8. Thermal Radiation 244
8.1. Introduction 244
8.2. Thermal Detectors 245
8.3. Thermal Radiometry 247
8.4. Microwave Radiometers 250
8.5. Thermal Scanners 251
8.6. Thermal Properties of Objects 252
s Contents
8.7. Geometry of Thermal Images 255
8.8. The Thermal Image and Its Interpretation 258
8.9. Heat Capacity Mapping Mission 265
8.10. Landsat Multispectral Scanner Subsystem and Thematic Mapper
Thermal Data 267
8.11. Summary 268
Review Questions 269
References 270
9. Image Resolution 272
9.1. Introduction and Definitions 272
9.2. Target Variables 273
9.3. System Variables 274
9.4. Operating Conditions 274
9.5. Measurement of Resolution 275
9.6. Mixed Pixels 277
9.7. Spatial and Radiometrie Resolution: A Simple Example 281
9.8. Interactions with the Landscape 283
9.9. Summary 285
Review Questions 285
References 286
PART III. ANALYSIS
10. Preprocessing 291
10.1. Introduction 291
10.2. Feature Extraction 291
10.3. Subsets 294
10.4. Radiometrie Preprocessing 296
10.5. Image Matching 304
10.6. Geometric Correction by Resampling 305
10.7. Map Projections for Representing Satellite Images
and Ground Tracks 308
10.8. Effects of Preprocessing 312
10.9. Data Fusion 313
10.10. Summary 315
Review Questions 315
References 316
11. Image Classification 319
11.1. Introduction 319
11.2. Informational Classes and Spectral Classes 321
11.3. Unsupervised Classification 323
11.4. Supervised Classification 333
11.5. Textural Classifiers 348
11.6. Ancillary Data 349
11.7. Layered Classification 351
11.8. Fuzzy Clustering 352
Contents xi
11.9. Artificial Neural Networks 353
11.10. Contextual Classification 355
11.11. Relative Accuracies of Classification Procedures 356
11.12. Summary 357
Review Questions 357
References 358
12. Field Data 361
12.1. Introduction 361
12.2. Kinds of Field Data 361
12.3. Nominal Data 362
12.4. Documentation of Nominal Data 363
12.5. Biophysical Data 363
12.6. Field Radiometry 365
12.7. Unmanned Airborne Vehicles 368
12.8. Locational Information 369
12.9. Using Locational Information 373
12.10. Geographic Sampling 374
12.11. Summary 379
Review Questions 379
References 380
13. Accuracy Assessment 383
13.1. Definition and Significance 383
13.2. Sources of Classification Error 385
13.3. Error Characteristics 386
13.4. Measurement of Map Accuracy 386
13.5. Interpretation of the Error Matrix 394
13.6. Summary 402
Review Questions 403
References 404
14. Hyperspectral Remote Sensing 407
14.1. Introduction 407
14.2. Spectroscopy 407
14.3. Hyperspectral Remote Sensing 408
14.4. The Airborne Visible/Infrared Imaging Spectrometer 408
14.5. The Image Cube 410
14.6. Data Libraries 410
14.7. Spectral Matching 411
14.8. Spectral Mixing Analysis 412
14.9. Analyses 415
14.10. Summary 415
Review Questions 416
References 416
xii Contents
PART IV. APPLICATIONS
15. Geographic Information Systems 421
15.1. Introduction 421
15.2. Equipment for a Geographic Information System 423
15.3. Geographic Information Systems Software 424
15.4. Data and Data Entry 426
15.5. Alternative Data Structures 427
15.6. Data for a Geographic Information System 437
15.7. Relationships between Remotely Sensed Data and Geographic
Information Systems 444
15.8. Modeling Spatial Processes with Geographic Information Systems
and Remote Sensing 445
15.9. National Center for Geographic Information and Analysis 445
15.10. Mobile Geographic Information Systems 446
15.11. Web-Based Geographic Information Systems 446
15.12. Summary 447
Review Questions 447
References 448
16. Plant Sciences 450
16.1. Introduction 450
16.2. Manual Interpretation 450
16.3. Structure of the Leaf 459
16.4. Spectral Behavior of the Living Leaf 461
16.5. Vegetation Indices 465
16.6. Applications of Vegetation Indices 467
16.7. Phenology 468
16.8. Advanced Very-High-Resolution Radiometer 471
16.9. Separating Soil Reflectance from Vegetation Reflectance 475
16.10. Tasseled Cap Transformation 476
16.11. Foliar Chemistry 479
16.12. Lidar Data for Forest Inventory and Structure 479
16.13. Precision Agriculture 480
16.14. Summary 481
Review Questions 481
References 482
17. Earth Sciences 486
17.1. Introduction 486
17.2. Photogeology 487
17.3. Lineaments 489
17.4. Geobotany 495
17.5. Direct Multispectral Observation of Rocks and Minerals 499
17.6. Photoclinometry 501
17.7. Band Ratios 505
Contents xiii
17.8. Soil and Landscape Mapping 507
17.9. Integrated Terrain Units 515
17.10. Radar Imagery for Exploration 516
17.11. Summary 517
Review Questions 518
References 519
18. Hydrospheric Sciences 523
18.1. Introduction 523
18.2. Spectral Characteristics of Water Bodies 524
18.3. Spectral Changes as Water Depth Increases 527
18.4. Location and Extent of Water Bodies 528
18.5. Roughness of the Water Surface 530
18.6. Bathymetry 531
18.7. Landsat Chromaticity Diagram 536
18.8. Drainage Basin Hydrology 541
18.9. Evapotranspiration 543
18.10. Manual Interpretation 544
18.11. Sea Surface Temperature 548
18.12. Summary 550
Review Questions 550
References 551
19. Land Use and Land Cover 554
19.1. Introduction 554
19.2. Significance of Land-Use and Land-Cover Information 555
19.3. Applications of Remote Sensing 557
19.4. Land-Use Classification 558
19.5. Mapping Land Use by Manual Interpretation 559
19.6. Land-Cover Mapping by Image Classification 576
19.7. Mapping Land-Use Change 578
19.8. Broad-Scale Land-Cover Studies 581
19.9. Sources of Compiled Land-Use Data 582
19.10. Summary 583
Review Questions 584
References 585
20. Global Remote Sensing 587
20.1. Introduction 587
20.2. Biogeochemical Cycles 587
20.3. Advanced Very-High-Resolution Radiometer 593
20.4. Earth Observing System 594
20.5. Earth Observing System Instruments 595
20.6. Earth Observing System Bus 599
20.7. Earth Observing System Data and Information System 600
xiv Contents
20.8. Long-Term Environmental Research Sites 602
20.9. Earth Explorer 603
20.10. Summary 604
Review Questions 604
References 605
Index 607
About the Author 621 |
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| edition | 3. ed. |
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| id | DE-604.BV021965695 |
| illustrated | Illustrated |
| index_date | 2024-07-02T16:08:53Z |
| indexdate | 2024-07-09T20:48:24Z |
| institution | BVB |
| isbn | 0415282942 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015180845 |
| oclc_num | 248760670 |
| open_access_boolean | |
| owner | DE-706 DE-Eb1 DE-634 DE-11 |
| owner_facet | DE-706 DE-Eb1 DE-634 DE-11 |
| physical | XXXI, 621 S. Ill., graph. Darst., Kt. |
| publishDate | 2002 |
| publishDateSearch | 2002 |
| publishDateSort | 2002 |
| publisher | Taylor & Francis |
| record_format | marc |
| spelling | Campbell, James B. Verfasser aut Introduction to remote sensing James B. Campbell 3. ed. London [u.a.] Taylor & Francis 2002 XXXI, 621 S. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Literaturangaben Fernerkundung - Lehrbuch - Einführung Remote sensing Fernerkundung (DE-588)4016796-3 gnd rswk-swf Fernerkundung (DE-588)4016796-3 s DE-604 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015180845&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Campbell, James B. Introduction to remote sensing Fernerkundung - Lehrbuch - Einführung Remote sensing Fernerkundung (DE-588)4016796-3 gnd |
| subject_GND | (DE-588)4016796-3 |
| title | Introduction to remote sensing |
| title_auth | Introduction to remote sensing |
| title_exact_search | Introduction to remote sensing |
| title_exact_search_txtP | Introduction to remote sensing |
| title_full | Introduction to remote sensing James B. Campbell |
| title_fullStr | Introduction to remote sensing James B. Campbell |
| title_full_unstemmed | Introduction to remote sensing James B. Campbell |
| title_short | Introduction to remote sensing |
| title_sort | introduction to remote sensing |
| topic | Fernerkundung - Lehrbuch - Einführung Remote sensing Fernerkundung (DE-588)4016796-3 gnd |
| topic_facet | Fernerkundung - Lehrbuch - Einführung Remote sensing Fernerkundung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015180845&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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