High-resolution diel monitoring was conducted at a vegetated karst stream section in summer and winter to investigate diel nitrogen dynamics and its coupling with carbon cycling. Physicochemical parameters, major ions (Ca
2+, HCO
3-), nitrate, ammonium, and stable isotopes (δ
15N-NO
3-, δ
18O-NO
3-, δ
15N-NH
4+, δ
13C-DIC) were measured over 24-h cycles. Net ecosystem production (NEP) was calculated to quantify metabolic activity. Pronounced diel variations were observed. During daytime, photosynthesis dominated (NEP > 0), decreasing NO
3- and NH
4+-N concentrations with concurrent enrichment of δ
15N-NO
3-, δ
18O-NO
3-, δ
13C-DIC and δ
15N-NH
4+; at night, respiration dominated (NEP<0), reversing these patterns. The δ
15N-NO
3- vs. δ
18O-NO
3- covariation exhibited an enrichment ratio of ~0.79:1, with all data points falling outside the denitrification field, indicating denitrification was not a reach-scale dominant process. Assimilation and organic nitrogen mineralization were identified as the key processes controlling diel nitrogen cycling. Seasonal differences in isotopic enrichment and metabolic rates reflected variations in water temperature, flow velocity, and plant biomass. This study provides isotopic evidence that subaquatic vegetation metabolism drives coupled C-N diel cycles in karst streams, offering new insights into nitrogen biogeochemistry in high-DIC aquatic systems.