Water managers rely on predicting changes in the hydrologic cycle on seasonal-to-interannual time frames to prepare for water resource needs. This report by the National Research Council provides a review of the Global Energy and Water Cycle Experiment (GEWEX) Americas Prediction Project (GAPP) Science and Implementation Plan.