Detecting variability changes in Arctic total ozone column

被引:5
作者
Borchi, Francois [1 ]
Naveau, P.
Keckhut, P.
Hauchecorne, A.
机构
[1] CNRS, Serv Aeron, IPSL, F-91371 Verrieres Le Buisson, France
[2] CNRS, IPSL, Lab Sci Climat & Environm, Saclay, France
关键词
stratosphere; total ozone column; Arctic vortex; change-point models; wavelet analysis;
D O I
10.1016/j.jastp.2006.05.011
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
To better assess inter-annual variance changes in ozone time series, we study and propose a statistical procedure based on recent advances in wavelet multi-resolution analysis. This approach, novel to the field of ozone analysis, has the advantages of detecting significant changes in variance and of characterizing the distribution of these changes, including not only their timings but also their strengths. As a test case for our method, we study total ozone column time series, from the TOMS (Total Ozone Mapping Spectrometer) Version 7 in the Arctic region over the period 1981-1992. This statistical procedure allows us to analyse the well-known winter-spring transition and the inter-annual variability behaviour. For this specific example, two distinct types of winter-spring transition can be clearly identified for the ozone series. As expected from dynamical studies of the vortex evolution, the first type is constituted of the years for which there exists a very abrupt and temporally localized ozone variability change. More precisely, we detect a significant peak in ozone variance at two multi-resolution wavelet levels. The second type is characterized by smooth ozone variance changes over time and space. Moreover, the Arctic vortex breakdown timing seems to occur, on average, 1 month earlier than our detected changes in ozone variability. These results suggest a potential link between these two phenomena. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1383 / 1395
页数:13
相关论文
共 29 条
[1]  
[Anonymous], 1993, Ten Lectures of Wavelets
[2]  
BROWN RL, 1975, J ROY STAT SOC B MET, V37, P149
[3]  
BUTCHART N, 1986, J ATMOS SCI, V43, P1319, DOI 10.1175/1520-0469(1986)043<1319:TAOTSP>2.0.CO
[4]  
2
[5]  
Chui C. K., 1992, An introduction to wavelets, V1
[6]   Meteorology of the polar vortex: Spring 1997 [J].
Coy, L ;
Nash, ER ;
Newman, PA .
GEOPHYSICAL RESEARCH LETTERS, 1997, 24 (22) :2693-2696
[7]   Multi-resolution analysis of global total ozone column during 1979-1992 Nimbus-7 TOMS period [J].
Echer, E .
ANNALES GEOPHYSICAE, 2004, 22 (05) :1487-1493
[8]  
Fusco AC, 1999, J CLIMATE, V12, P1619, DOI 10.1175/1520-0442(1999)012<1619:IVOTOA>2.0.CO
[9]  
2
[10]  
Gencay R., 2002, An introduction to wavelets and other filtering methods in finance and economics