R in western YP was higher than in eastern, and in southern R was higher than in northern.
The annual, summer, and autumn R had a decreasing trend.
The spring and winter R showed an increasing trend.
EOF analysis can effectively identify the major space–time features of R.
Two spatiotemporal patterns of the annual R, and three for seasonal R were identified.