Pre-survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
2012
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| Schlagworte: | |
| Online-Zugang: | Volltext https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20121127-1109973-1-5 Inhaltsverzeichnis |
| Beschreibung: | XVIII, 164 S. Ill., graph. Darst., Kt. |
Internformat
MARC
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| 245 | 1 | 0 | |a Pre-survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence |c Simon Manuel Plank |
| 264 | 1 | |c 2012 | |
| 300 | |a XVIII, 164 S. |b Ill., graph. Darst., Kt. | ||
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Datensatz im Suchindex
| _version_ | 1804150180801413120 |
|---|---|
| adam_text | IMAGE 1
CONTENTS
LIST OF FIGURES XI
LIST OF TABLES XIII
LIST OF ABBREVIATIONS XV
LIST OF SYMBOLS XVI
1. INTRODUCTION 1
1.1 MOTIVATION 1
1.2 OBJECTIVES AND STATE OF THE ART 3
1.3 STRUCTURE OF THE DISSERTATION 5
2. DESCRIPTION OF THE SITES AND DATASETS 6
3. BASICS ON DEFORMATION MONITORING BY THE MEANS OF INSAR 9
3.1 SYNTHETIC APERTURE RADAR 9
3.2 INTERFEROMETRIC APPLICATION OF SAR 11
3.3 DIFFERENTIAL SAR INTERFEROMETRY 12
3.4 PERSISTENT SCATTERER SAR INTERFEROMETRY 13
4. PRE-SURVEY FEASIBILITY ASSESSMENT OF THE D-INSAR TECHNIQUE FOR
LANDSLIDE MONITORING 15
4.1 LAYOVER & SHADOW 15
4.1.1 LAYOVER & SHADOW EFFECT 15
4.1.2 LAYOVER-SHADOW-SIMULATION METHOD 16
4.1.2.1 DESCRIPTION O F THE LAYOVER-SHADOW-SIMULATION 16
4.1.2.2 TECHNICAL IMPLEMENTATION IN ARCGIS 19
4.1.3 LAYOVER & SHADOW SIMULATION RESULTS AND VALIDATION 26
4.1.3.1 SIMULATION BASED ON A C-BAND SRTM DEM 26
4.1.3.2 SIMULATION BASED ON A HIGH RESOLUTION LASERSCAN DEM 27
4.1.3.3 APPLICATION O F THE SIMULATION FOR TOPIC 2 29
4.2 MEASURABLE PERCENTAGE O F MOVEMENT 31
4.2.1 THEORY OF MEASURABLE PERCENTAGE O F MOVEMENT 31
4.2.2 IMPLEMENTATION IN GIS 34
4.3 THE INFLUENCE OF LAND COVER ON D-INSAR 36
4.3.1 DECORRELATION 36
4.3.2 CLASSIFICATION OF LAND COVER REGARDING ITS INFLUENCE ON D-INSAR
APPLICATIONS 37
4.3.3 APPLICATION OF THE LAND COVER CLASSIFICATION REGARDING ITS
INFLUENCE ON D-INSAR.. 40
4.4 CONCLUSION OF THE FIRST TOPIC 45
VIII
HTTP://D-NB.INFO/1034876880
IMAGE 2
5. ESTIMATION OF PERSISTENT SCATTERERS PRIOR TO SAR ACQUISITION 48
5.1 PS-ESTIMATION BASED ON LAND COVER DATA 48
5.1.1 FREELY AVAILABLE LAND COVER DATA 48
5.1.2 METHOD OF LAND COVER BASED PS-ESTIMATION 49
5.1.3 RESULTS OF LAND COVER BASED PS-ESTIMATION 50
5.1.4 APPLICATION AND VALIDATION OF THE LAND COVER BASED PS-ESTIMATION
METHOD 56
5.1.4.1 DESCRIPTION OF THE METHOD 56
5.1.4.2 RESULTS O F VALIDATION 58
5.2 NDVI BASED PS-ESTIMATION 69
5.2.1 THE NORMALIZED DIFFERENCE VEGETATION INDEX 69
5.2.2 NDVI-PS-PERCENTAGE METHOD 69
5.2.3 RESULTS OF THE NDVI BASED PS-ESTIMATION METHOD 71
5.3 PS-ESTIMATION BASED ON TOPOGRAPHIC MAPS AND OPENSTREETMAP DATA 76
5.3.1 TOPOGRAPHIC MAPS USED 76
5.3.2 THE METHOD OF TM AND OSM BASED PS-ESTIMATION 76
5.3.2.1 THEORY 76
5.3.2.2 THE PROCEDURE O F PS-ESTIMATION USING TM AND OSM DATA 78
5.3.3 RESULTS OF THE TM AND OSM BASED PS-ESTIMATION 81
5.3.4 VALIDATION OF THE RESULTS WITH REAL PS-DATA 83
5.4 CONCLUSION OF THE SECOND TOPIC 86
6. DETERMINATION OF THE MINIMUM NUMBER O F SAR IMAGES REQUIRED FOR
PS-DETECTION 89
6.1 DETECTION THEORY 89
6.2 CONSTANT FALSE ALARM RATE - CFAR 91
6.2.1 CFAR EXPERIMENT METHODOLOGY 91
6.2.2 CFAR EXPERIMENT - RESULTS AND DISCUSSION 91
6.3 RECEIVER OPERATING CHARACTERISTIC - ROC 97
6.3.1 ROC EXPERIMENT METHODOLOGY 97
6.3.2 ROC EXPERIMENT - RESULTS AND DISCUSSION 97
6.4 CONCLUSION O F THE THIRD TOPIC 99
7. CONCLUSION 100
7.1 SUMMARY AND DISCUSSION O F THE THESIS 100
7.2 OUTLOOK 103
8. REFERENCES 105
APPENDIX 114
IX
IMAGE 3
APPENDIX 1: MAPS OF THE SITES 114
APPENDIX 2: PROGRAMMING CODE FOR ROTATION ANGLE AND FOOTPRINT LENGTH 117
APPENDIX 3: PROGRAMMING CODE FOR OPTIMAL MOVING DISTANCE 117
APPENDIX 4: PROGRAMMING CODE FOR SPLIT LINES 117
APPENDIX 5: PROGRAMMING CODE FOR THE INDIVIDUAL INCIDENCE ANGLE 117
APPENDIX 6: PROGRAMMING CODE FOR OBSERVER HEIGHT AND VISUAL FIELD 118
APPENDIX 7: APPLICATION O F THE LAND COVER CLASSIFICATION 120
APPENDIX 8: IMPLEMENTATION OF THE LAND COVER BASED PS-ESTIMATION METHOD
121
APPENDIX 9: ABSOLUTE AND RELATIVE PS(DS)-DENSITY OF ALL SITES 122
APPENDIX 10: IMPLEMENTATION OF THE NDVI BASED PS-ESTIMATION METHOD 162
APPENDIX 11: OSM 164
APPENDIX 12: IMPLEMENTATION OF THE TM & OSM BASED PS-ESTIMATION METHOD
164
X
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| physical | XVIII, 164 S. Ill., graph. Darst., Kt. |
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| spelling | Plank, Simon Manuel Verfasser aut Pre-survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence Simon Manuel Plank 2012 XVIII, 164 S. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier München, Techn. Univ., Diss., 2012 Setzung (DE-588)4181092-2 gnd rswk-swf Radar (DE-588)4176765-2 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Radar (DE-588)4176765-2 s Setzung (DE-588)4181092-2 s DE-604 Erscheint auch als Online-Ausgabe urn:nbn:de:bvb:91-diss-20121127-1109973-1-5 http://mediatum.ub.tum.de/node?id=1109973 Verlag kostenfrei Volltext https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20121127-1109973-1-5 Resolving-System DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025876193&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Plank, Simon Manuel Pre-survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence Setzung (DE-588)4181092-2 gnd Radar (DE-588)4176765-2 gnd |
| subject_GND | (DE-588)4181092-2 (DE-588)4176765-2 (DE-588)4113937-9 |
| title | Pre-survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence |
| title_auth | Pre-survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence |
| title_exact_search | Pre-survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence |
| title_full | Pre-survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence Simon Manuel Plank |
| title_fullStr | Pre-survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence Simon Manuel Plank |
| title_full_unstemmed | Pre-survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence Simon Manuel Plank |
| title_short | Pre-survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence |
| title_sort | pre survey suitability analysis of the differential and persistent scatterer synthetic aperture radar interferometry method for deformation monitoring of mass movements and subsidence |
| topic | Setzung (DE-588)4181092-2 gnd Radar (DE-588)4176765-2 gnd |
| topic_facet | Setzung Radar Hochschulschrift |
| url | http://mediatum.ub.tum.de/node?id=1109973 https://nbn-resolving.org/urn:nbn:de:bvb:91-diss-20121127-1109973-1-5 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025876193&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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