The East Africa Rift Lakes provide excellent records of paleoclimate from LGM. A lot of work has been done with variety of methods. Many factors has been proposed to explain the region climate change, such as the migration of ITCZ, Indian monsoon,SST of Indian ocean(IOD).
In order to better understand the climate change of East Africa, research from west Indian ocean is necessary.
Picture from http://geology.com/