Flux Jacobian 2026-09-28
The flux Jacobian is the Jacobian matrix of the flux in a system of conservation laws. Its eigenvalues are the local characteristic speeds, and its left and right eigenvectors select the corresponding wave variables and directions in state space.
Hyperbolic system 2026-09-28
A quasilinear system is hyperbolic where its principal coefficient matrix has real eigenvalues and enough independent eigenvectors. The eigenvalues are its characteristic speeds.
Define the concentration-dependent reduced gravity
Under the Boussinesq approximation, the three shallow water equations can be written in advective form as
The coefficient matrix of this quasilinear system has characteristic speeds
Thus this is a hyperbolic system when . Along the intermediate characteristic curve , the concentration obeys
It decreases because ambient entrainment dilutes the chemical; detrainment does not change the concentration of a well-mixed parcel.
Local mass conservation of each particle species gives the system of conservation laws
For and flux , the flux Jacobian is
Writing its entries as , the two characteristic speeds are its eigenvalues
The discriminant is nonnegative because , so positive concentrations of two settling species give real characteristics.