A novel bio lter-constructed wetland coupling system has been applied more than 160 domestic sewage treatment projects in different cities of Zhejiang province, China. The performance of a randomly selected project ( ux rate was 27.0 m 3 /d) based on the coupling system was evaluated in long-term, and the e uent monitoring by big data analysis showed a relatively stable and good water quality. The e uent concentrations of COD Cr , NH 4 + -N and TP was 37.57 ± 11.17 mg/L, 5.64 ± 1.69 mg/L and 0.82 ± 0.16 mg/L, respectively, which met the rst class of "Standards for Discharge of Water Pollutants from Rural Domestic Sewage Treatment Facilities" (DB33/973-2015). The concentrations of e uent TP showed a strong polynomial curve tting with e uent NH 4 + -N concentrations (R 2 = 0.9329) according to the big data analysis. Besides, the concentrations of e uent COD Cr had a strong positive linear correlation with the concentrations of e uent NH 4 + -N (R 2 = 0.9297), which increased with the increase of e uent TP concentrations (R 2 = 0.6957). Results also showed C/N had stronger correlation with pH (R 2 = 0.6441), while the concentration of e uent NH 4 + -N and e uent TP had weak correlation with pH (R 2 = 0.3348 and R 2 = 0.4834, respectively). The ndings might have very important guiding signi cance for the future monitoring methods of water e uent quality of treatment facility and the cost reduction of monitoring management. Moreover, a demonstration and experiments were carried out for a contrast study of the enhanced system (b) and original system (a). The removal e ciency of COD Cr , NH 4 + -N and TP of the enhanced system (b) was 81.33 %, 90.22 %, and 75.44 %, respectively, which increased by 4.33 %, 9.11 % and 13.77 % respectively compared to the original system (a).