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Weighing geophysica...
Weighing geophysical data with trans-dimensional algorithms: An earthquake location case study
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- Agostinetti, Nicola Piana (författare)
- Department of Earth and Environmental Sciences, Universitadi Milano Bicocca, Piazza della Scienza 1, I-20126 Milano, Italy; Department of Geology, University of Vienna, Vienna, Austria
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- Malinverno, Alberto (författare)
- Lamont-Doherty Earth Observatory, Columbia University, NY, USA
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- Bodin, Thomas (författare)
- Univ Lyon, Univ Lyon 1, ENSL, CNRS, LGL-TPE, F-69622, Villeurbanne, France
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- Dahner, Christina (författare)
- Luossavaara-Kiirunavaara AB, Kiruna, Sweden
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- Dineva, Savka, Professor (författare)
- Luleå tekniska universitet,Geoteknologi,Luossavaara-Kiirunavaara AB, Kiruna, Sweden
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- Kissling, Eduard (författare)
- Department of Earth Sciences, ETH Zurich, Switzerland
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(creator_code:org_t)
- Authorea, Inc. 2024
- Engelska.
- Relaterad länk:
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https://doi.org/10.2...
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https://ltu.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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https://doi.org/10.2...
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Abstract
Ämnesord
Stäng
- In geophysical inverse problems, the distribution of physical properties in an Earth model is inferred from a set of measured data. A necessary step is to select data that are best suited to the problem at hand. This step is performed ahead of solving the inverse problem, generally on the basis of expert knowledge. However, expert-opinion can introduce bias based on pre-conceptions. Here we apply a trans-dimensional algorithm to automatically weigh data on the basis of how consistent they are with the fundamental assumptions made to solve the inverse problem. We demonstrate this approach by inverting arrival times for the location of a seismic source in an elastic half space, under the assumptions of a point source and constant velocities. The key advantage is that the data do no longer need to be selected by an expert, but they are assigned varying weights during the inversion procedure.
Ämnesord
- NATURVETENSKAP -- Geovetenskap och miljövetenskap -- Geofysik (hsv//swe)
- NATURAL SCIENCES -- Earth and Related Environmental Sciences -- Geophysics (hsv//eng)
Nyckelord
- Mining and Rock Engineering
- Gruv- och berganläggningsteknik
Publikations- och innehållstyp
- vet (ämneskategori)
- ovr (ämneskategori)