We apply Direct Numerical Simulation (DNS) to investigate heat and momentum transfer properties in idealized downscaled turbulent katabatic flows in an environment stratified with constant ambient buoyancy frequency. An intriguing result is the discovery of low-frequency modulations of turbulent flow fluctuations with an oscillation frequency given by the product of the ambient buoyancy frequency and the sine of the slope angle. Such behavior of the flow is reminiscent of laminar natural convection flow of a stably-stratified fluid along a slope induced by a temporally-periodic change in surface temperature (as was revealed by one of our preceding studies). In the present case, however, the oscillations result from interactions between turbulent motions and ambient stable stratification in the presence of a temporally constant surface forcing. Our findings may provide a particularly helpful framework for understanding the generation of low-frequency oscillations or surges in katabatic flows, a phenomenon that has long been observed in atmospheric field experiments.