Charles Downer

and 2 more

Prado Dam, located near Los Angeles California, is used to control flows for water supply and flood control in the Sana Ana River with a basin area of 6,216 km2. Existing operations at Prado Dam are supported by streamflow forecasts issued by the California Nevada River Forecast Center (CNRFC). The CNRFC uses a well-tested set of semi-lumped models developed in the 1970s to simulate and predict flows upstream of Prado as well as Prado reservoir inflows. The models are calibrated to current watershed conditions and executed in a modern forecasting framework. Nonetheless, there remains a potential to improve streamflow forecasts using a contemporary physics-based, gridded hydrologic model that can be coupled with a mesoscale weather forecast model run on a similar scale (West-WRF), which may perform better in an arid region like the Santa Ana River Watershed where there are a limited number of events for model tuning. Additional benefits for reservoir operations may be derived from integrated simulation of the watershed, streams, and reservoir. To test this hypothesis, the Santa Ana River watershed and Prado Dam were simulated with the Gridded Surface Subsurface Hydrologic Analyses (GSSHA) model, as an alternative to other watershed models such as those used by the CNRFC. The model is calibrated/verified to observed streamflows and changes in reservoir volume using observed rainfall data, then tested against observed reservoir inflows for an extended simulation period. Utilizing changes in reservoir volume in the calibration allowed for better estimates of reservoir volume without significantly deteriorating flow estimates. The GSSHA model, developed for larger flood events, outperformed the current system for larger events, while performing comparable for other events, indicating it might provide additional information in support of reservoir operations An experimental operational model was developed to run on the Center for Western Weather and Water Extremes (CW3E) computer resources using a West-WRF forecast; output is downloaded to and displayed on the US Army Corps of Engineers UMIP system, which shows all types of measured and simulated hydrologic data online. Pending funding, this system could be operationalized to provide additional reservoir operational guidance, especially during extreme events.