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  4. Simulation of braided river elevation model time series with multiple-point statistics

Simulation of braided river elevation model time series with multiple-point statistics

Author(s)
Pirot, Guillaume  
Laboratoire d'hydrogéologie quantitative  
Straubhaar, Julien  
Centre d'hydrogéologie et de géothermie  
Renard, Philippe  
Poste d'hydrogéologie stochastique et géostatistique  
Date issued
June 1, 2014
In
GEOMORPHOLOGY
No
214
From page
148
To page
156
Subjects
Braided river Topography Modeling Digital elevation model Multiple-point statistics Time-series
Abstract
A new method is proposed to generate successive topographies in a braided river system. Indeed, braided river morphology models are a key factor influencing river-aquifer interactions and have repercussions in ecosystems, flood risk or water management. It is essentially based on multivariate multiple-point statistics simulations and digital elevation models as training data sets. On the one hand, airborne photography and LIDAR acquired at successive time steps have contributed to a better understanding of the geomorphological processes although the available data are sparse over time and river scales. On the other hand, geostatistics provide simulation tools for multiple and continuous variables, which allow the exploration of the uncertainty of many assumption scenarios. Illustration of the approach demonstrates the ability of multiple-point statistics to produce realistic topographies from the information provided by digital elevation models at two time steps.
Publication type
journal article
Identifiers
https://libra.unine.ch/handle/20.500.14713/62831
DOI
10.1016/j.geomorph.2014.01.022
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2023-01-10_110_5303.pdf

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