https://www.sciencedirect.com/science/article/pii/S0305440311001609 discusses that a characteristic type of agriculture in the Lake Titicaca region was dependent on a clay layer deposited by a "Lake Minchin" stage at elevations of 150 meters above the present-day water surface.