In this paper the interactions between two marginally unstable barocli
nic wave packets in the two-layer Phillips model are investigated by u
sing the multiple-scale method. It is shown that the interactions can
be described by a set of two coupled nonlinear Schrodinger equations.
Except for two special cases the equations have only four invariants o
f motion and cannot be solved by the inverse scattering method. The eq
uations are solved numerically to study the collision interactions bet
ween two solitons. It is found that; though the coefficients in the eq
uations are fixed, the behavior of the two solitons may be quite diffe
rent, which is closely related to the initial states of the two solito
ns (the speeds and the amplitudes of the solitons well before the inte
ractions). For some initial conditions the collision interactions may
be soliton-like in that the properties of the two solitons change very
little, while for other initial conditions some ''inelastic'' phenome
na are observed: one soliton may be destroyed by the other, or two sol
itons may change their speeds and directions of propagation and fuse i
nto a new bound state.