Automatic tools for seismic monitoring systems:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
2012
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | IX, 93 Bl. Ill., graph. Darst., Kt. |
Internformat
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Datensatz im Suchindex
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| adam_text | IMAGE 1
CONTENTS
ZUSAMMENFASSUNG II
A B S T R A C T III
A C K N O W L E D G E M E N T S I V
L I S T O F T A B L E S V I I
L I S T O F F I G U R E S V I I I
1 I N T R O D U C T I O N 1
2 A S E I S M I C - E V E N T S P O T T I N G S Y S T E M FOR V O L C A
N O F A S T - R E S P O N S E S Y S T E M S 6
2.1 INTRODUCTION . . 7
2.2 CLASSIFICATION SYSTEM 8
2.2.1 FEATURE GENERATION 9
2.2.2 HIDDEN MARKOV MODELS 11
2.2.3 PROBLEMS IN USING THE CLASSICAL TRAINING APPROACH 12
2.2.4 LEARNING-WHILE-RECORDING 13
2.3 SYSTEM EVALUATION 16
2.3.1 DATA SET 17
2.3.2 APPLICATION AND RESULTS 18
2.4 DISCUSSION AND CONCLUSION 21
2.5 DATA AND RESOURCES 23
2.6 ACKNOWLEDGMENTS 23
2.7 OPTIMAL NUMBER OF GAUSSIANS 24
V
HTTP://D-NB.INFO/1028322984
IMAGE 2
C O N T E N T S
3 C L A S S I F Y I N G S E I S M I C W A V E F O R M S : A S T U D Y I
N A L P I N E E N V I R O N M E N T 2 5
3.1 INTRODUCTION 26
3.2 D A T A SET 27
3.3 REALIZATION OF A CLASSIFICATION SYSTEM FOR CONTINUOUS SEISMIC D A T
A 29
3.3.1 INITIAL TRAINING 32
3.3.2 REFINEMENT OF CLASSIFIER 36
3.4 DISCUSSION OF RESULTS 39
3.5 CONCLUSION 43
3.6 ACKNOWLEDGEMENTS 44
4 F O R E C A S T I N G V O L C A N I C E A R T H Q U A K E R A T E S 4
5
4.1 INTRODUCTION 46
4.2 THEORETICAL BACKGROUND 48
4.3 APPLICATION TO DATA SET FROM MONTSERRAT 50
4.4 DISCUSSION AND CONCLUSION 57
5 D I S C U S S I O N A N D C O N C L U S I O N 6 1
5.1 CLASSIFICATION SYSTEM 62
5.1.1 SUMMARY 62
5.1.2 DISCUSSION 63
5.1.3 PERSPECTIVES 65
5.2 FORECASTING APPROACH 67
5.2.1 SUMMARY 67
5.2.2 DISCUSSION 67
5.3 CONCLUSION 69
A A P P E N D I X 8 3
A.L ADDITIONAL EVENTS IN SED D A T A SET 83
A.2 FINAL SOFTWARE SETUP 85
A.2.1 GENERAL OVERVIEW 85
A.2.2 REQUIREMENTS 85
A.2.3 SYSTEM DESCRIPTION 86
A.2.4 FILE DESCRIPTION, CONTROLLING SYSTEM PARAMETERS 88
VI
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| author | Hammer, Conny |
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| building | Verbundindex |
| bvnumber | BV040432377 |
| ctrlnum | (OCoLC)826537538 (DE-599)GBV723906017 |
| dewey-full | 551.220285631 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 551 - Geology, hydrology, meteorology |
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| dewey-search | 551.220285631 |
| dewey-sort | 3551.220285631 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie |
| format | Thesis Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-10T00:23:52Z |
| institution | BVB |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025284895 |
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| physical | IX, 93 Bl. Ill., graph. Darst., Kt. |
| publishDate | 2012 |
| publishDateSearch | 2012 |
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| spelling | Hammer, Conny Verfasser aut Automatic tools for seismic monitoring systems von Conny Hammer 2012 IX, 93 Bl. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Potsdam, Univ., Diss., 2012 Erdbebenvorhersage (DE-588)4124846-6 gnd rswk-swf Vulkan (DE-588)4128339-9 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Vulkan (DE-588)4128339-9 s Erdbebenvorhersage (DE-588)4124846-6 s DE-604 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025284895&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Hammer, Conny Automatic tools for seismic monitoring systems Erdbebenvorhersage (DE-588)4124846-6 gnd Vulkan (DE-588)4128339-9 gnd |
| subject_GND | (DE-588)4124846-6 (DE-588)4128339-9 (DE-588)4113937-9 |
| title | Automatic tools for seismic monitoring systems |
| title_auth | Automatic tools for seismic monitoring systems |
| title_exact_search | Automatic tools for seismic monitoring systems |
| title_full | Automatic tools for seismic monitoring systems von Conny Hammer |
| title_fullStr | Automatic tools for seismic monitoring systems von Conny Hammer |
| title_full_unstemmed | Automatic tools for seismic monitoring systems von Conny Hammer |
| title_short | Automatic tools for seismic monitoring systems |
| title_sort | automatic tools for seismic monitoring systems |
| topic | Erdbebenvorhersage (DE-588)4124846-6 gnd Vulkan (DE-588)4128339-9 gnd |
| topic_facet | Erdbebenvorhersage Vulkan Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025284895&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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