Space-time modeling of vertical ozone profiles

被引：4
|
作者：
Lee, J [1 ]
Berger, JO
机构：
[1] Penn State Univ, Dept Stat, University Pk, PA 16802 USA
[2] Duke Univ, Inst Stat & Decis Sci, Durham, NC 27708 USA
来源：
ENVIRONMETRICS | 2003年 / 14卷 / 06期
关键词：
vertical ozone profile; dynamic linear model;
D O I：
10.1002/env.608
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
Ozonesondes collect data relevant to ozone level at various altitudes. Modeling these data involves a combination of spatial and temporal modeling. The spatial component can be conveniently modeled as a four component mixture of normal distributions. The (relatively few) parameters of this mixture can then be modeled in a time-dependent fashion, via a dynamic linear model. Computations are carried out via Markov chain Monte Carlo methods. Copyright (C) 2003 John Wiley Sons, Ltd.
引用
收藏
页码：617 / 639
页数：23
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