A coupled map lattice model for convection is proposed, which consists
of Eulerian and Lagrangian procedures. Simulations of the model repro
duce wide-ranged phenomena in Benard convection experiments: For a sma
ll aspect ratio, formation of convective rolls, their oscillation, and
many routes to chaos are found, with the increase of Rayleigh number.
For a large aspect ratio, spatiotemporal intermittency is observed. F
or a high Rayleigh number, transition from soft to hard turbulence is
confirmed, as is characterized by the temperature distribution change
from Gaussian to exponential. The roll formation in a three-dimensiona
l convection is also simulated, which reproduces experiments well.