The Okavango delta in South Africa is surrounded by evidence of hundreds of miles of artificial irrigation. The parallel channels that you see are a mile or so apart. This suggests that there was once an extremely large population there utilizing advanced agricultural techniques. (VIDEO UPDATED September 8 2013)