 This paper examines the use of remote sensing technology to measure soil moisture levels in agricultural landscapes. The authors suggest using radar imagery to measure soil moisture levels as opposed to traditional methods such as manual measurements or point scale observations. They also propose a method of upscaling the results of these measurements to larger scales, such as watersheds, which can be useful for predicting water flow. Finally, they assess the accuracy of their proposed method by comparing it to other methods of measuring soil moisture. This article was authored by Juhayong Lee and Karl Eric Lindenschmitt.