China has pledged to peak its carbon emissions by 2030 and achieve carbon neutrality by 2060. Decarbonizing the power system is key to achieving these targets. Pumped hydropower storage (PHS) can play a crucial role in greening China’s power system, by providing both short- and long-term energy storage, facilitating the integration of renewable energy, and maintaining grid stability. It's critical to evaluate the role of PHS in a power system with a high penetration of renewable energy sources and the amount of PHS needed to support the stability and reliability of a decarbonized power system. Our results indicate that the current PHS target (120 GW) is sufficient to balance the electricity supply and demand in the foreseeable future. However, the capacity of battery storage will witness a substantial increase between 2025 and 2050, emerging as a more economical solution to address the variability of renewable energy and accommodate demand growth. This study suggests that over-investment in PHS could lead to unnecessary electricity price inflation. Introducing market competition through an open and competitive bidding process for PHS development can more effectively control project costs and, consequently, electricity tariffs.

Substantial quantities of air pollution and related health impacts are ultimately attributable to household consumption. However, how consumption pattern affects air pollution impacts remains unclear. Here we show, of the 1.08 (0.74-1.42) million premature deaths due to anthropogenic PM_2.5 exposure in China in 2012, 20% are related to household direct emissions through fuel use and 24% are related to household indirect emissions embodied in consumption of goods and services. Income is strongly associated with air pollution-related deaths for urban residents in which health impacts are dominated by indirect emissions. Despite a larger and wealthier urban population, the number of deaths related to rural consumption is higher than that related to urban consumption, largely due to direct emissions from solid fuel combustion in rural China. Our results provide quantitative insight to consumption-based accounting of air pollution and related deaths and may inform more effective and equitable clean air policies in China.