C. Nicolis et G. Nicolis, FROM SHORT-SCALE ATMOSPHERIC VARIABILITY TO GLOBAL CLIMATE DYNAMICS -TOWARD A SYSTEMATIC THEORY OF AVERAGING, Journal of the atmospheric sciences, 52(11), 1995, pp. 1903-1913
Traditionally, climate is defined by the properties of the averages of
the meteorological fields over an appropriate time interval. In this
paper die properties of the time-averaged observables of a red noise a
tmosphere and of a simplified model of thermal convection are investig
ated both analytically and numerically and are compared to those of th
e original finescale variables. It is shown that averaging tends to re
duce the domain of variability and the attractor dimension favors pers
istence of initial correlations and enhances predictability. The impli
cations of these findings in the real-world atmosphere are briefly ass
essed.