Behold the power of remote sensing and mapping! How combining the latest in science and contextual information helps humanitarians make crucial life saving decisions on the ground. What role do drones play in remote sensing? How can machine learning help researchers peer underneath the clouds in the immediate aftermath of a flood and anticipate the greatest flood risk?