Localized Lyapunov exponents and the prediction of predictability

被引:97
作者
Ziehmann, C
Smith, LA
Kurths, J
机构
[1] Univ Potsdam, Inst Phys Nichtlineare Dynamik, D-14469 Potsdam, Germany
[2] Univ Oxford, Inst Math, Oxford OX1 3LB, England
[3] Univ London London Sch Econ & Polit Sci, London WC2A 2AE, England
关键词
Lyapunov exponents; predictability; chaos; weather forecasting; ensemble prediction; nonlinear dynamics;
D O I
10.1016/S0375-9601(00)00336-4
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Every forecast should include an estimate of its likely accuracy, a current measure of predictability. Two distinct types of localized Lyapunov exponents based on infinitesimal uncertainty dynamics are investigated to reflect this predictability. Regions of high predictability within which any initial uncertainty will decrease are proven to exist in two common chaotic systems; potential implications of these regions are considered. The relevance of these results for finite size uncertainties is discussed and illustrated numerically. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:237 / 251
页数:15
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