This dataset represents the average power generation situation of large pumped storage power stations (installed capacity ≥300 MW) in the Xinjiang region of China, with a total installed capacity of 300 MW. A pumped storage hydropower station is a hydropower station that uses electricity during off-peak load periods of the power grid to pump water from the lower reservoir to the upper reservoir for energy storage, and releases water back to the lower reservoir to generate electricity during peak load periods of the power grid; its main difference from reservoir-dam type hydropower stations lies in the number of reservoirs. The greenhouse gas (mainly for CO2 and CH4) emissions over the reservoir life cycle are estimated based on the Tier 1 method of the National Greenhouse Gas Inventory Guidelines (2019 revision), and the emission factors are adjusted according to the local climate zone and the reservoir age. The hydropower station parameters are set according to design specification standards, namely the technical service life of small hydropower projects is 30 years, that of medium hydropower projects is 50 years, and that of large hydropower projects is 100 years. The key data are mainly sourced from official statistics.