Journal Article

Coupling Reservoir Operation and Rainfall‐Runoff Processes for Streamflow Simulation in Watersheds

Chen, Yanan, Li, Donghui, Cai, Ximing, Vora, Anav

2024

Overview

We assess the overall watershed system representation via fully coupling a generic reservoir operation model with a conceptual rainfall‐runoff model. The performance of the coupled model is evaluated comprehensively by examining watershed outflow simulations, model parameter values, and a key internal flux of the watershed model (here reservoir inflow). Five published generic reservoir operation models are coupled with a watershed rainfall‐runoff model, and results are compared across the coupled models and one additional model called ResIgnore that ignores reservoir operation. Traditional loosely coupled watershed hydrologic models (where calibrated inflow is routed through reservoir operation models) are used as baselines to examine the differences in simulation performance and parameterization obtained from the fully coupled models. We find that fully coupling the Generic Data‐Driven Reservoir Operation Model (GDROM) and the Dynamically Zoned Target Release (DZTR) reservoir operation models with the rainfall‐runoff model obtains robust simulations of watershed outflow with realistic parameterization, suggesting that they can be reliably integrated into large‐scale hydrological models for simulating streamflow in heavily dammed watersheds. Our results also show that compared to ResIgnore, the fully coupled watershed models more accurately simulate the entire distribution of watershed outflow, obtain more realistic values of model parameters, and simulate reservoir inflow with higher accuracy. Finally, we note that the prediction intervals of watershed outflow obtained from the GDROM‐ and DZTR‐based fully coupled models consistently envelop observed watershed outflow across the study watersheds, indicating that GDROM and DZTR can be suitable reservoir components of large‐scale hydrology models. Plain Language Summary Reservoir operations greatly influence streamflow in heavily dammed watersheds, and hence incorporating a realistic reservoir component in watershed hydrological models to simulate the impacts is important. Recent efforts have greatly advanced generic reservoir operation model development. We couple various generic reservoir operation models with a rainfall‐runoff model to develop watershed hydrological models. We use a comprehensive evaluation method with state‐of‐the‐art metrics to examine the performance of the coupled watershed models in terms of simulated watershed outflows, model parameterization, and simulated internal variables. Fully coupled watershed models based on recently developed reservoir operation models obtain significantly improved representations of the watershed system (i.e., reservoir operation + natural rainfall‐runoff processes) compared to models that ignore reservoir operations or use simplified representations of reservoirs. Key Points Generic reservoir models with transparent structures are fully coupled with rainfall‐runoff models for streamflow simulations Fully coupled models may be reliably used in large‐scale hydrological models without losing physical significance Coupled models are evaluated based on ability to represent distributional properties of observed flows using state‐of‐the art metrics

• Publisher: John Wiley & Sons, Inc,Wiley
• Subject: coupled human‐natural systems / Coupling / Hydrologic models / Hydrology / Inflow / large‐scale hydrology modeling / model performance evaluation / Outflow / Parameterization / Parameters / Precipitation / prediction / Rainfall / Rainfall simulators / Rainfall-runoff relationships / rainfall‐runoff models / Representations / Reservoir operation / reservoir operation models / Runoff / Stream discharge / Stream flow / Water inflow / Water outflow / watershed models / Watersheds