-ecological zone in Africa. The authors examine how climate has affected the farmer's choice to raise livestock or not and the choice … models and the estimated model. With a hot dry scenario, livestock ownership will increase slightly across all of Africa, but … especially in West Africa and high elevation agro-ecological zones. Dairy cattle will decrease in semi-arid regions, sheep will …