Characterization and analysis of mesoporous structure are essential for the development of mesoporous materials, and one of the most commonly used mesoporous characterization methods is low-temperature nitrogen adsorption-desorption. However, the current analytical model used in the nitrogen adsorption-desorption method is still based on the assumption of parallel pores, which cannot describe the pore blocking phenomenon during desorption and obtain important pore structural parameters such as pore connectivity. In this work, a pore network model for low-temperature nitrogen adsorption-desorption is developed, which can be used to analyze the effect of mesoporous structure on the isothermal adsorption-desorption behavior of nitrogen. By comparing experimental data and simulation results of nitrogen adsorption-desorption in alumina materials, the established pore network model is proved can well describe the low-temperature nitrogen adsorption-desorption behavior in mesoporous materials. The simulation results show that when the average pore size is small, the partial pressure of capillary condensation is low, the pore blocking effect of liquid nitrogen is significant, and thus the range and area of the hysteresis loop of nitrogen adsorption-desorption curve are larger; when the pore size distribution is wide, the numbers of both small and large pores are larger, the capillary condensation and pore blocking effects are significant, and thus the area of the hysteresis loop is larger. The pore connectivity does not affect the adsorption process, but significantly affects the desorption process by changing the pore blocking effect, and the worse the connectivity, the stronger the pore blocking effect. This work indicates that pore blocking should be accounted for in method of nitrogen adsorption-desorption as pore blocking importantly affects the adsorption process, and also provides a pore network model for mesoporous structure analysis.