Coupled Long‐Term Simulation of Reach‐Scale Water and Heat Fluxes Across the River‐Groundwater Interface for Retrieving Hyporheic Residence Times and Temperature Dynamics

Flow patterns in conjunction with seasonal and diurnal temperature variations control ecological and biogeochemical conditions in hyporheic sediments. In particular, hyporheic temperatures have a great impact on many temperature‐sensitive microbial processes. In this study, we used 3‐D coupled water flow and heat transport simulations applying the HydroGeoSphere code in combination with high‐resolution observations of hydraulic heads and temperatures to quantify reach‐scale water and heat flux across the river‐groundwater interface and hyporheic temperature dynamics of a lowland gravel bed river. The model was calibrated in order to constrain estimates of the most sensitive model parameters. The magnitude and variations of the simulated temperatures matched the observed ones, with an average mean absolute error of 0.7°C and an average Nash Sutcliffe efficiency of 0.87. Our results indicate that nonsubmerged streambed structures such as gravel bars cause substantial thermal heterogeneity within the saturated sediment at the reach scale. Individual hyporheic flow path temperatures strongly depend on the flow path residence time, flow path depth, river, and groundwater temperature. Variations in individual hyporheic flow path temperatures were up to 7.9°C, significantly higher than the daily average (2.8°C), but still lower than the average seasonal hyporheic temperature difference (19.2°C). The distribution between flow path temperatures and residence times follows a power law relationship with exponent of about 0.37. Based on this empirical relation, we further estimated the influence of hyporheic flow path residence time and temperature on oxygen consumption which was found to partly increase by up to 29% in simulations. Key Points Calibrated and validated 3‐D fully integrated model give an accurate representation of the real system with predictive capabilities Nonsubmerged streambed structures cause substantial thermal heterogeneity within the saturated sediment at the reach scale Hyporheic flow path temperature strongly depends on flow path residence time and penetration depth