Initiation and termination of intraseasonal oscillations in nonlinear Laplacian spectral analysis-based indices
نویسندگان
چکیده
We present a statistical analysis of the initiation and termination of boreal winter and boreal summer intraseasonal oscillations (ISOs). This study uses purely convection (infrared brightness temperature) data over a 23-year time interval from 1984–2006. The indices are constructed via the nonlinear Laplacian spectral analysis (NLSA) method and display high intermittency and non-Gaussian statistics. We first define primary, terminal, and full events in the NLSA-based indices, and then examine their statistics through the associated two-dimensional phase space representations. Roughly one full event per year was detected for the Madden-Julian oscillation (MJO), and 1.3 full events per year for the boreal summer ISO. We also find that 91% of the recovered full MJO events are circumnavigating and exhibit very little to no retrograde (westward) propagation. The Indian Ocean emerges as the most active region in terms of both the onset and decay of events, however relevant activity occurs over all phases, consistent with previous work.
منابع مشابه
Initiation and termination of intraseasonal oscillations in nonlinear 1 Laplacian spectral analysis - based indices
7 We present a statistical analysis of the initiation and termination of boreal winter and boreal summer 8 intraseasonal oscillations (ISOs). This study uses purely convection (infrared brightness temperature) 9 data over a 23-year time interval from 1984–2006. The indices are constructed via the nonlinear Laplacian 10 spectral analysis (NLSA) method and display high intermittency and non-Gauss...
متن کاملExtraction and prediction of monsoon intraseasonal 1 oscillations : An approach based on nonlinear 2 Laplacian spectral analysis
An improved index for real-time monitoring and forecast verification 7 of monsoon intraseasonal oscillations (MISOs) is introduced using the recently de-8 veloped nonlinear Laplacian spectral analysis (NLSA) technique. Using NLSA, a 9 hierarchy of Laplace-Beltrami (LB) eigenfunctions are extracted from unfiltered 10 daily rainfall data from the Global Precipitation Climatology Project over the ...
متن کاملKernel analog forecasting of tropical intraseasonal oscillations
This paper presents the results of forecasting the Madden-Julian oscillation (MJO) and boreal summer intraseasonal oscillation (BSISO) through the use of satellite-obtained global brightness temperature data with a recently developed nonparametric empirical method. This new method, referred to as kernel analog forecasting, adopts specific indices extracted using the technique of nonlinear Lapla...
متن کاملNonlinear Madden-julian Oscillation Indices Using Kernel Methods
We investigate in this paper the dominant intraseasonal signals in both convection and circulation data using the nonlinear Laplacian spectral analysis (NLSA) method. Three Madden-Julian oscillation (MJO) indices are constructed based on temporal modes extracted from pure cloudiness, lowerand upper-level zonal wind anomalies. All three indices reveal strong intermittency and capture well – thro...
متن کاملExtraction and prediction of indices for monsoon
An improved index for real-time monitoring and forecast verification 7 of monsoon intraseasonal oscillations (MISOs) is introduced using the recently de-8 veloped nonlinear Laplacian spectral analysis (NLSA) technique. Using NLSA, a 9 hierarchy of Laplace-Beltrami (LB) eigenfunctions are extracted from unfiltered 10 daily rainfall data from the Global Precipitation Climatology Project over the ...
متن کامل