Chaotic dynamics of precipitation and temperature from reanalyses are investigated.
ERA-Interim closely replicates observed precipitation's chaotic dynamics.
MERRA is superior in capturing the temperature's chaotic dynamics.
Inaccurate representation of precipitation characteristics by the reanalysis products
Reanalyses fail to replicate the abrupt temperature trends in the recent decades.