Multi-site testing of stochastic earthquake tsunami models at Australian tide-gauges
Hazardous tsunamis are rare in Australia but could be generated by several mechanisms, including large plate-boundary earthquakes in locations that efficiently direct wave energy to our coast. With few hours between detection and tsunami arrival, prior planning is important to guide emergency response and risk mitigation. This drives interest in tsunami hazard information; which areas could be inundated, how likely, and how confident can we be? In practice the hazard is uncertain because historical records are short relative to tsunami frequencies, while long-term sedimentary records are sparse. Hazard assessments thus often follow a probabilistic approach where many alternative tsunami scenarios are simulated and assigned uncertain occurrence rates. This relies on models of stochastic earthquakes and their occurrence rates, which are not standardised, but depend on the scenario earthquake magnitude and other information from the source region. In this study we test three different stochastic tsunami models from the 2018 Australian Probabilistic Tsunami Hazard Assessment (PTHA18), an open-source database of earthquake-tsunami scenarios and return periods. The three models are tested against observations from twelve historical tsunamis at multiple tide gauges in Australia. For each historical tsunami, and each of the three models, sixty scenarios with similar earthquake location and magnitude are sampled from the PTHA18 database. A nonlinear shallow water model is used to simulate their effects at tide gauges in NSW, Victoria and Western Australia. The performance and statistical biases of the three models are assessed by comparing observations with the 60 modelled scenarios, over twelve separate tsunamis.
Presented at the 30th Conference of the Australian Meteorological and Oceanographic Society (AMOS) 2024.
Simple
Identification info
- Date (Creation)
- 2023-08-11T02:00:00
- Date (Publication)
- 2024-08-01T02:21:55
- Citation identifier
- Geoscience Australia Persistent Identifier/https://pid.geoscience.gov.au/dataset/ga/148691
- Cited responsible party
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Role Organisation / Individual Name Details Publisher Commonwealth of Australia (Geoscience Australia)
Voice Author Davies, G.
Internal Contact
- Name
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30th Conference of the Australian Meteorological and Oceanographic Society (AMOS) 5-9 February 2024, Canberra Australia
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Abstract for AMOS conference 2024
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- Completed
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Role Organisation / Individual Name Details Resource provider Place and Communities Division
External Contact Point of contact Commonwealth of Australia (Geoscience Australia)
Voice Point of contact Davies, G.
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- Geoscientific information
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Product data repository: Various Formats
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FILE:DATA-DIRECTORY
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Data Store directory containing the digital product files
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Data Store directory containing one or more files, possibly in a variety of formats, accessible to Geoscience Australia staff only for internal purposes
- Keywords
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Tsunami
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- Keywords
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earthquake
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statistics
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- theme.ANZRC Fields of Research.rdf
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Physical Oceanography
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Published_External
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Creative Commons Attribution 4.0 International Licence
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CC-BY
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4.0
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© Commonwealth of Australia (Geoscience Australia) 2024
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Australian Government Security Classification System
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- 2018-11-01T00:00:00
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Australian Government Security Classification System
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Role Organisation / Individual Name Details Distributor Commonwealth of Australia (Geoscience Australia)
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Link to Abstract Book (p20)
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<div>Abstract written by author for AMOS conference</div>
Metadata constraints
- Title
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Australian Government Security Classification System
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- 2018-11-01T00:00:00
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- Unclassified
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Role Organisation / Individual Name Details Point of contact Commonwealth of Australia (Geoscience Australia)
Voice Point of contact Davies, G.
Internal Contact
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Conference Abstract
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Geoscience Australia - short identifier for metadata record with
uuid
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- Date info (Creation)
- 2024-07-31T02:11:31
- Date info (Revision)
- 2024-07-31T02:11:31
Metadata standard
- Title
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AU/NZS ISO 19115-1:2014
Metadata standard
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ISO 19115-1:2014
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ISO 19115-3
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Geoscience Australia Community Metadata Profile of ISO 19115-1:2014
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Version 2.0, September 2018
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- http://pid.geoscience.gov.au/dataset/ga/122551