Mathematical Biology Seminar
David George
University of Washington
"Finite volume methods and adaptive refinement for global tsunami
propagation and local inundation"
3:00 p.m., Friday, Feb 10, 2006
The shallow water equations, a system of hyperbolic conservation laws
for mass and momentum, are a commonly accepted approximation governing
tsunami propagation. Using these equations in their native conservative
form to model tsunamis, from global propagation to local inundation,
presents several challenges and requires properties not possessed by
traditional numerical methods simultaneously. First, global scale
tsunamis have amplitudes on the order of centimeters, meaning that
tsunamis begin as a very small perturbation to a motionless body of
water several kilometers deep. Global tsunami modeling, therefore,
demands accurately resolving a tiny deviation from the steady-state,
which arises from the nontrivial balance of hydrostatic pressure and
the varying sea floor bathymetry. In the near-shore zone, tsunamis
exhibit very different flow characteristics such as propagating bores
and inundation of dry land, necessitating a method that can handle
discontinuities and moving dry regions.
We have developed shock-capturing finite volume methods for the shallow
water equations that can appropriately resolve the near-shore features and
inundation of tsunamis, while at the same time model global propagation
accurately.
The different regimes of tsunami flow belong to different spatial scales
as well, and require correspondingly different grid resolutions. The long
wavelength of deep ocean tsunamis (several hundred kilometers) requires
a large global computing domain, yet near the shore the propagating
energy is compressed and focused by bathymetry in unpredictable ways,
and can lead to large variations in energy and run-up even over small
localized regions. For this problem, we have used adaptive mesh
refinement algorithms, allowing evolving Cartesian sub-grids that can
move with the propagating waves and resolve local inundation of impacted
areas in a single global scale computation. The adaptive routines are
based on algorithms originally developed for gas dynamics and similar
hyperbolic systems, with modifications made to deal with some difficulties
exhibited by the steady-states and shorelines described above.
Numerous case studies and simulations from the 2004 Indian Ocean tsunami
are now being used to validate the code and some of these will be shown.
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