Waves' vs. "particles"" in the atmosphere's phase space: A pathway to long-range forecasting?

被引:140
作者
Ghil, M
Robertson, AW
机构
[1] Univ Calif Los Angeles, Inst Geophys & Planetary Phys, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, Dept Atmospher Sci, Los Angeles, CA 90095 USA
关键词
D O I
10.1073/pnas.012580899
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Thirty years ago, E. N. Lorenz provided some approximate limits to atmospheric predictability. The details-in space and time-of atmospheric flow fields are lost after about 10 days. Certain gross flow features recur, however, after times of the order of 10-50 days, giving hope for their prediction. Over the last two decades, numerous attempts have been made to predict these recurrent features. The attempts have involved, on the one hand, systematic improvements in numerical weather prediction by increasing the spatial resolution and physical faithfulness in the detailed models used for this prediction. on the other hand, theoretical attempts motivated by the same goal have involved the study of the large-scale atmospheric motions' phase space and the inhomogeneities therein. These "coarse-graining" studies have addressed observed as well as simulated atmospheric data sets. Two distinct approaches have been used in these studies: the episodic or intermittent and the oscillatory or periodic. The intermittency approach describes multiple-flow (or weather) regimes, their persistence and recurrence, and the Markov chain of transitions among them. The periodicity approach studies intraseasonal oscillations, with periods of 15-70 days, and their predictability. We review these two approaches, "particles" vs. "waves," in the quantum physics analogy alluded to in the title of this article, discuss their complementarity, and outline unsolved problems.
引用
收藏
页码:2493 / 2500
页数:8
相关论文
共 135 条
[1]   STATISTICAL-INFERENCE ABOUT MARKOV-CHAINS [J].
ANDERSON, TW ;
GOODMAN, LA .
ANNALS OF MATHEMATICAL STATISTICS, 1957, 28 (01) :89-110
[2]  
[Anonymous], 1987, TOPICS GEOPHYS FLUID
[3]  
[Anonymous], IRREVERSIBLE PHENOME
[4]  
[Anonymous], TURBULENCE PREDICTAB
[5]  
BARNSTON AG, 1987, MON WEATHER REV, V115, P1083, DOI 10.1175/1520-0493(1987)115<1083:CSAPOL>2.0.CO
[6]  
2
[7]   THE STATISTICAL PROPERTIES OF GENERAL ATMOSPHERIC CIRCULATION - OBSERVATIONAL EVIDENCE AND A MINIMAL THEORY OF BIMODALITY [J].
BENZI, R ;
MALGUZZI, P ;
SPERANZA, A ;
SUTERA, A .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 1986, 112 (473) :661-674
[8]  
BJERKNES J, 1969, MON WEATHER REV, V97, P163, DOI 10.1175/1520-0493(1969)097<0163:ATFTEP>2.3.CO
[9]  
2
[10]  
BRANSTATOR G, 1987, J ATMOS SCI, V44, P2310, DOI 10.1175/1520-0469(1987)044<2310:ASEOTA>2.0.CO