LARGE-SCALE ATMOSPHERIC CONTROLS ON LOCAL PRECIPITATION IN TROPICAL MEXICO

被引:69
作者
HEWITSON, BC
CRANE, RG
机构
[1] PENN STATE UNIV,CTR EARTH SYST SCI,UNIV PK,PA 16802
[2] PENN STATE UNIV,DEPT GEOG,UNIV PK,PA 16802
关键词
D O I
10.1029/92GL01423
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Sixty-five percent of the short term variability in southern Mexican precipitation is accounted for by the large-scale circulation. Empirical relationships between sea level and 500 mb circulation fields, and the local precipitation in Chiapas, Mexico, are derived using a neural net. Although much of the rainfall is a result of convective processes, the neural net captures the onset of the precipitation season, and the phase of individual precipitation events. The analysis indicates that both of these aspects of the precipitation regime are controlled to a large extent by the atmospheric circulation.
引用
收藏
页码:1835 / 1838
页数:4
相关论文
共 14 条
[1]  
[Anonymous], MEMOIRS MUSEUM ANTHR
[2]  
[Anonymous], 1974, WORLD SURVEY CLIMATO
[3]   CONVECTION AND RAINFALL OVER MEXICO AND THEIR MODULATION BY THE SOUTHERN OSCILLATION [J].
CAVAZOS, T ;
HASTENRATH, S .
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 1990, 10 (04) :377-386
[4]  
Cybenko G., 1989, Mathematics of Control, Signals, and Systems, V2, P303, DOI 10.1007/BF02551274
[5]  
Fozzard R., 1988, ADV NEURAL INFORMATI, P248
[6]  
HEPNER GF, 1990, PHOTOGRAMM ENG REM S, V56, P469
[7]  
Hinton G.E., 1986, PARALLEL DISTRIB PRO, V1, P318
[8]  
HOREL JD, 1989, J CLIMATE, V2, P1388, DOI 10.1175/1520-0442(1989)002<1388:AIOTAC>2.0.CO
[9]  
2
[10]   UNIVERSAL APPROXIMATION OF AN UNKNOWN MAPPING AND ITS DERIVATIVES USING MULTILAYER FEEDFORWARD NETWORKS [J].
HORNIK, K ;
STINCHCOMBE, M ;
WHITE, H .
NEURAL NETWORKS, 1990, 3 (05) :551-560