Four latest satellite–gauge QPEs and their hydrologic applications are evaluated.
Gauge adjustment procedures and the gauge density greatly affect the QPE quality.
The error characteristics of rainfall are propagated into hydrologic simulations.
CMORPH CMA can serve as an alternative high quality QPE in China.