The mineral assemblage of Pliocene-Pleistocene bottom sediments of Lake Bai
kal, exposed by the deep-sea BDP-96-2 (Baikal Drilling Project) has been st
udied by the methods of XRD and IR spectroscopy. Complex XRD patterns of cl
ay minerals have been modeled using an advanced algorithm based on calculat
ion of interference function from one-dimensional disordered crystals of fi
nite thickness. The modeling implies fitting of theoretical to observed pat
terns and optimization procedure by methods of nonlinear programming. It ha
s been shown that major day minerals in the sediments that formed for the p
ast 2.5 Ma during cold stages are illite-illite-smectites with predominantl
y illite Layers, and chlorite; the principal clay minerals in the sediments
that formed during warm periods are smectite, illite-smectites with high c
ontents of smectite layers, and chlorite-smectites. These data allow unrave
lling the climate history of Lake Baikal from biogenic silica record.