From radar studies and observations, it has been estimated that in dry environments between 20 and 50 percent of rainfall evaporates once falling from the cloudbase. When compared to observations, original simulations of RegCM3 over the Middle East contained large wet biases (on this order) in the Arabian Peninsula. Large annual overestimation of rainfall also led to substantially higher interannual variability than observations (CRU).