The performance of two membrane-based passive samplers (Torpedo and MSTFlow) in quantifying sewage (Carjivirus, plant pepper mild mottle virus [PMMoV], tomato brown rugose fruit virus [ToBRFV]) and avian (Helicobacter spp. GFD marker) fecal pollution markers in an urban riverine environment over a 72-h deployment was evaluated using a first-order kinetic model to characterize their microbial adsorption characteristics. Results were compared with those from parallel composite and time-weighted autosampling. Passive sampler accumulation exhibited an initial lag phase (0 to 8 h for viruses) and reached equilibrium within 16 h of initial deployment, except for GFD. Sampling rates were highest for PMMoV (6.29 and 5.11 mL/h) for MSTFlow and Torpedo samplers respectively, followed by Carjivirus (4.63 and 3.63 mL/h), ToBRFV (2.17 and 1.22 mL/h) and GFD (0.68 mL/h in Torpedo sampler). At equilibrium, both sampler configurations accumulated 23 ->220 times the amount of target gene copies in each mL of grab water samples, depending on sampler and virus. These findings highlight passive sampling as a promising, sensitive, cost-effective, and low-maintenance alternative for continuous microbial water quality monitoring in aquatic environments. Overall, this study advances the understanding of passive sampling kinetics and supports their broader adoption for tracking fecal pollution in environmental waters.