In the Puglia region (southern Italy) heavy storms trigger high suspended sediment transport in water courses, accelerate soil and nutrients loss, and adversely affect biodiversity. In addition, high siltation in reservoirs reduces the water-holding capacity and creates severe problems of water availability for agriculture, which still plays an important role in the local economy. In the study area, suspended load data derive from continuous monitoring in the Carapelle torrent (2007)(2008) and from hand-sampling in the Salsola sub-catchment of the Candelaro torrent (1970)(1971)(1972)(1973)(1974)(1975)(1976)(1977)(1978)(1979)(1980)(1981)(1982)(1983)(1984). Recorded data of total streamflow are also available for both torrents. The high temporal resolution data were used to analyze the sediment transport dynamics and to evaluate the predictive accuracy of the Annualized AGricultural Non-point Source (AnnAGNPS) pollution model at the event scale. The historical data were used to test the reliability of the model for long-term periods and to compare the performances of medium and small size watersheds.