A two-stage partitioning monthly model and assessment of its performance on runoff modeling

•A monthly hydrological model is developed based on the proportionality hypothesis.•The TSPM model achieves satisfactory runoff simulations, especially in high flow.•The climatic characteristic plays pivotal role in model performance, as well as the forest fraction.