Spatial resolution in mixing processes is an acute problem. We propose
a line method, akin to the contour dynamics technique, which is an ex
tension of the particle method but with the particles redistributed on
the line with time. We have used up to 10(5) particles per line and t
en lines to investigate the dynamical and structural properties of mix
ing for both Newtonian and non-Newtonian temperature-dependent viscosi
ty convection in 2D geometry. The spatial structures and the time hist
ory of the lines formed in Newtonian convection are different from tho
se produced in non-Newtonian convection, which has the tendency for pr
oducing long-living horizontal structures. Efficient mixing in the upp
er mantle would be inhibited by non-Newtonian rheology.