Soil parameter retrieval under vegetation cover using SAR polarimetry: 21 Tabellen
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Köln
DLR, Bibliotheks- und Informationswesen
2012
|
| Ausgabe: | Als Ms. gedr. |
| Schriftenreihe: | Forschungsbericht / Deutsches Zentrum für Luft- und Raumfahrt
2012,24 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XXVIII, 236 S. IIl., graph. Darst., Kt. |
Internformat
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| 245 | 1 | 0 | |a Soil parameter retrieval under vegetation cover using SAR polarimetry |b 21 Tabellen |c Thomas Jagdhuber |
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Datensatz im Suchindex
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| adam_text | IMAGE 1
CONTENTS
TABLE OF C O N T E N T S I
LIST OF FIGURES V
LIST OF T A B L E S XIII
LIST OF A C R O N Y M S XV
LIST OF SYMBOLS XVII
ABSTRACT XXV
ZUSAMMENFASSUNG XXVII
1 INTRODUCTION 1
1.1. MOTIVATION 1
1.2. STATE-OF-THE-ART 3
1.3. S C O P E A N D ORGANIZATION OF THESIS 5
2 CHARACTERIZATION OF AGRICULTURAL M E D I A WITH RESPECT T O
ELECTRO-MAGNETIC SCATTERING 9
2.1. SOIL CHARACTERISTICS 9
2.1.1. SOIL MOISTURE 10
2.1.2. SOIL ROUGHNESS 13
2.2. AGRICULTURAL V E G E T A T I O N CHARACTERISTICS 15
3 SAR PRINCIPLES A N D POLARIMETRY 23
3.1. SAR PRINCIPLES 23
3.1.1. IMAGING GEOMETRY 2 3
3.1.2. IMAGING RESOLUTION 2 5
3.1.3. IMPULSE RESPONSE 2 7
3.1.4. BACKSCATTERING COEFFICIENT 2 8
3.1.5. SPECKLE REDUCTION 2 9
3.2. POLARIMETRY 30
3.2.1. SCATTERING MATRIX 3 3
3.2.2. COHERENT AND DISTRIBUTED SCATTERERS 3 4
3.2.2.1. SCATTERING VECTORS 3 4
3.2.2.2. COHERENCY AND COVARIANCE MATRIX 3 6
3.2.3. SYMMETRY PROPERTIES 3 7
HTTP://D-NB.INFO/1030326762
IMAGE 2
3.2.4. DECOMPOSITION THEOREMS 3 8
3.2.4.]. EIGEN-BASED DECOMPOSITION 3 8
3.2.4.2. MODEL-BASED DECOMPOSITION 4 3
4 METHODOLOGY OF SOIL PARAMETER RETRIEVAL USING SAR P O
LARIMETRY 4 7
4.1. SCATTERING M O D E L S FOR B A R E SOIL 4 8
4.1.1. EMPIRICAL MODELS 4 8
4.1.2. SEMI-EMPIRICAL MODELS 4 8
4.1.3. THEORETICAL MODELS 4 8
4.1.4. POLARIMETRIC SOIL MOISTURE INVERSION 5 0
4.1.5. POLARIMETRIC SOIL ROUGHNESS INVERSION 5 2
4.2. SCATTERING A N D D E C O M P O S I T I O N M O D E L S FOR V E G E
T A T E D SOILS. . 5 4
4.2.1. MODIFICATIONS OF MODEL-BASED DECOMPOSITIONS 5 5
4.2.1.1. MODIFICATION OF THE SURFACE COMPONENT 5 6
4.2.1.2. MODIFICATION OF THE DIHEDRAL COMPONENT 5 6
4.2.1.3. MODIFICATION OF THE VOLUME COMPONENT 6 5
4.2.2. SEPARATION OF VOLUME FROM GROUND COMPONENTS 7 7
4.2.3. SEPARATION O F GROUND COMPONENTS USING A SCATTERING DOM
INANCE CRITERION 8 1
4.2.4. CALCULUS OF GROUND COMPONENTS 8 6
4.2.5. INVERSION FOR SOIL MOISTURE UNDER VEGETATION COVER . . . . 8 7
4.2.5.1. INVERSION O F SURFACE COMPONENT 8 7
4.2.5.2. INVERSION OF DIHEDRAL COMPONENT 8 8
4.2.5.3. INVERSION O F SURFACE A N D DIHEDRAL COMPONENTS US
ING PAUIT-BASED GROUND-TO-VOLUME RATIOS 8 9
4.2.6. HYBRID DECOMPOSITION AND INVERSION FOR SOIL MOISTURE UN
DER VEGETATION COVER 9 1
4.2.6.1. PHYSICALLY CONSTRAINED VOLUME COMPONENT . . . . 9 3
4.2.6.2. INVERSION FOR SOIL MOISTURE 9 4
4.2.7. MULTI-ANGULAR MODEL-BASED DECOMPOSITION A N D INVERSION
FOR SOIL MOISTURE UNDER VEGETATION COVER 9 4
4.2.7.1. INVERSION FOR SOIL MOISTURE USING A SUM O F ABSO
LUTE DIFFERENCES 9 5
II
IMAGE 3
4.2.8. INVERSION O F SOIL ROUGHNESS UNDER VEGETATION COVER . . . . 9 8
4.2.8.1. MODIFIED X-BRAGG RATIO USING PAU/I-BASED GROUND- TO-VOLUME
RATIOS 9 8
5 EXPERIMENTAL D A T A 101
5.1. STUDY A R E A S 101
5.1.1. AGRISAR CAMPAIGN 101
5.1.2. OPAQUE CAMPAIGNS 110
5.1.3. SARTEO CAMPAIGN 115
5.2. POLARIMETRIC SAR D A T A 117
5.2.1. ACQUISITION 117
5.2.2. PROCESSING 119
6 RESULTS A N D VALIDATION OF SOIL PARAMETER RETRIEVAL WITH
EXPERIMENTAL D A T A 123
6.1. RESULTS FOR SOIL MOISTURE 123
6.1.1. RESULTS FOR SOIL MOISTURE RETRIEVAL ON BARE SOIL 124
6.1.2. RESULTS FOR SOIL MOISTURE RETRIEVAL UNDER VEGETATION COVER . 131
6.1.2.1. MODEL-BASED DECOMPOSITION 132
6.1.2.2. INVERSION A N D VALIDATION O F SURFACE AND DIHEDRAL
COMPONENTS 137
6.1.2.3. INVERSION A N D VALIDATION OF SURFACE A N D DIHEDRAL
COMPONENTS USING PAUH-BASED GROUND-TO-VOLUME
RATIOS 145
6.1.2.4. HYBRID DECOMPOSITION AND INVERSION 150
6.1.2.5. MULTI-ANGULAR MODEL-BASED DECOMPOSITION A N D IN
VERSION 158
6.1.3. BEST APPROACH FOR SOIL MOISTURE RETRIEVAL UNDER VEGETATION
COVER 166
6.2. RESULTS FOR SOIL ROUGHNESS 167
6.2.1. RESULTS FOR SOIL ROUGHNESS RETRIEVAL O N BARE SOIL 167
6.2.2. RESULTS FOR SOIL ROUGHNESS RETRIEVAL UNDER VEGETATION COVER . 170
6.2.2.1. INVERSION AND VALIDATION OF THE MODIFIED X-BRAGG
RATIO APPROACH 170
III
IMAGE 4
6.2.3. BEST APPROACH FOR SOIL ROUGHNESS RETRIEVAL UNDER VEGETA
TION COVER 172
7 SUMMARY A N D CONCLUSIONS 175
7.1. SUMMARY 175
7.2. CONTRIBUTIONS 182
7.3. OUTLOOK 183
BIBLIOGRAPHY 187
APPENDIX 223
A EIGEN-BASED NOISE CORRECTION 223
B GROWTH S T A G E S OF PLANTS 224
C VOLUME M O D E L I N G WITH SPHEROIDAL PARTICLES 226
D METEOROLOGICAL D A T A FROM T H E AGRISAR C A M P A I G N 227
E INTENSIVE M E A S U R E M E N T C A M P A I G N S FOR SOIL MOISTURE
WITHIN AGRISAR C A M P A I G N 230
F NORMALIZED PAU// -BASED GROUND-TO-VOLUME RATIOS 231
G SURFACE A N D DIHEDRAL SCATTERING M E C H A N I S M S OF T H E HYBRID
D E C O M P O S I T I O N 234
IV
|
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| dewey-tens | 630 - Agriculture and related technologies |
| discipline | Bauingenieurwesen Agrar-/Forst-/Ernährungs-/Haushaltswissenschaft / Gartenbau |
| edition | Als Ms. gedr. |
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| indexdate | 2024-07-10T00:33:00Z |
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| language | English |
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| spelling | Jagdhuber, Thomas 1979- Verfasser (DE-588)1030494908 aut Soil parameter retrieval under vegetation cover using SAR polarimetry 21 Tabellen Thomas Jagdhuber Als Ms. gedr. Köln DLR, Bibliotheks- und Informationswesen 2012 XXVIII, 236 S. IIl., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Forschungsbericht / Deutsches Zentrum für Luft- und Raumfahrt 2012,24 Zugl.: Potsdam, Univ., Diss., 2012 (Nicht für den Austausch) Bodenfeuchte (DE-588)4236526-0 gnd rswk-swf Bodenbedeckung (DE-588)4341288-9 gnd rswk-swf Synthetische Apertur (DE-588)4195782-9 gnd rswk-swf Radar (DE-588)4176765-2 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Bodenfeuchte (DE-588)4236526-0 s Bodenbedeckung (DE-588)4341288-9 s Radar (DE-588)4176765-2 s Synthetische Apertur (DE-588)4195782-9 s DE-604 Erscheint auch als Online-Ausgabe Jagdhuber, Thomas Soil parameter retrieval under vegetation cover using SAR polarimetry Deutsches Zentrum für Luft- und Raumfahrt Forschungsbericht 2012,24 (DE-604)BV011758990 2012,24 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025724099&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Jagdhuber, Thomas 1979- Soil parameter retrieval under vegetation cover using SAR polarimetry 21 Tabellen Bodenfeuchte (DE-588)4236526-0 gnd Bodenbedeckung (DE-588)4341288-9 gnd Synthetische Apertur (DE-588)4195782-9 gnd Radar (DE-588)4176765-2 gnd |
| subject_GND | (DE-588)4236526-0 (DE-588)4341288-9 (DE-588)4195782-9 (DE-588)4176765-2 (DE-588)4113937-9 |
| title | Soil parameter retrieval under vegetation cover using SAR polarimetry 21 Tabellen |
| title_auth | Soil parameter retrieval under vegetation cover using SAR polarimetry 21 Tabellen |
| title_exact_search | Soil parameter retrieval under vegetation cover using SAR polarimetry 21 Tabellen |
| title_full | Soil parameter retrieval under vegetation cover using SAR polarimetry 21 Tabellen Thomas Jagdhuber |
| title_fullStr | Soil parameter retrieval under vegetation cover using SAR polarimetry 21 Tabellen Thomas Jagdhuber |
| title_full_unstemmed | Soil parameter retrieval under vegetation cover using SAR polarimetry 21 Tabellen Thomas Jagdhuber |
| title_short | Soil parameter retrieval under vegetation cover using SAR polarimetry |
| title_sort | soil parameter retrieval under vegetation cover using sar polarimetry 21 tabellen |
| title_sub | 21 Tabellen |
| topic | Bodenfeuchte (DE-588)4236526-0 gnd Bodenbedeckung (DE-588)4341288-9 gnd Synthetische Apertur (DE-588)4195782-9 gnd Radar (DE-588)4176765-2 gnd |
| topic_facet | Bodenfeuchte Bodenbedeckung Synthetische Apertur Radar Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025724099&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV011758990 |
| work_keys_str_mv | AT jagdhuberthomas soilparameterretrievalundervegetationcoverusingsarpolarimetry21tabellen |