IMPACT OF TRANSIENT ERROR GROWTH ON GLOBAL AVERAGE PREDICTABILITY MEASURES

Authors
Citation
A. Trevisan, IMPACT OF TRANSIENT ERROR GROWTH ON GLOBAL AVERAGE PREDICTABILITY MEASURES, Journal of the atmospheric sciences, 50(7), 1993, pp. 1016-1028
Citations number
19
ISSN journal
00224928
Volume
50
Issue
7
Year of publication
1993
Pages
1016 - 1028
Database
ISI
SICI code
0022-4928(1993)50:7<1016:IOTEGO>2.0.ZU;2-2
Abstract
The divergence of initially close trajectories sets the limit of dynam ical predictability for infinitesimally small errors; its global avera ge measure is given by the first Liapunov exponent. It is shown, withi n the framework of low-order dynamical systems, that global average er ror evolution is subject to transient growth. Random errors and analog s are studied and both are found to exhibit transient behavior. The de finition of average error that gives the correct asymptotic exponentia l growth rate is shown to be the one introduced by Lorenz. Transient s uperexponential growth reduces the predictability time when errors hav e a finite initial size and explains the apparent dependence of averag e error growth on the initial error size. The consequences upon short- range forecasting are discussed.