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Abstract
This study proposes a new method of inverse analysis from ancient turbidites to the non-steady turbidity currents with consideration of multiple grain-size classes. The forward model employed in this study is based on the shallow water equation, and the initial condition of flows are assumed to be the lock-exchange type condition. To obtain a solution of the inverse problem, this study employed the genetic algorithm for finding the optimized initial conditions. The present method successfully estimated the true given initial conditions of the turbidity currents from the artificial data sets of deposits created by the calculation of the forward model. The author also applied the method to the turbidite bed in the Kiyosumi Formation. As a result of inverse analysis, the obtained solution fits well to the observed data of the individual turbidite, providing estimates of the flow velocity, the flow thickness and the sediment concentration of the turbidity current.
The flow thickness and velocity when the turbidity current reached at the downstream end of the study area were reconstructed to be 334.6 m, 0.98 m/s respectively at the location of the downstream end. Result of our analysis is the first example of reconstructing a reasonable conditions of the turbidity current from an ancient turbidite observed in the field, and the method id expected to be applied in various regions in the future.
DOI
https://doi.org/10.31223/X51S3S
Subjects
Earth Sciences, Physical Sciences and Mathematics, Sedimentology
Keywords
Genetic algorithm, \kwd{Genetic algorithm}, \kwd{Inverse analysis}, \kwd{Sediment gravity flow Submarine fan, Turbidite
Dates
Published: 2020-10-21 04:30
Last Updated: 2020-10-21 11:30
License
CC BY Attribution 4.0 International
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Conflict of interest statement:
None
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