Predictability Limit of Monsoon Intraseasonal Precipitation: An Implication of Central Indian Ocean Mode

• Published in: Frontiers in Marine Science Vol. 8
• Main Authors: Qin, Jianhuang, Zhou, Lei, Ding, Ruiqiang, Li, Baosheng
• Format: Journal Article
• Language: English
• Published: Lausanne Frontiers Research Foundation 20.01.2022; Frontiers Media S.A
• Subjects: Energy sources; Indian summer monsoon; intraseasonal oscillation; Kinetic energy; Monsoons; non-linear local Lyapunov exponent method; Precipitation; predictability limit; Radiation; Rain; Sea surface; Sea surface temperature; Summer; the Central Indian Ocean mode; Time series; Wind; Winds; Indian Ocean
• ISSN: 2296-7745; 2296-7745
• DOI: 10.3389/fmars.2021.809798

The prediction of monsoonal precipitation during Indian summer monsoon (ISM) remains difficult. Due to the high correlation between the Central Indian Ocean (CIO) mode index and the ISM precipitation variability, the predictability limit of the CIO mode index is investigated by the non-linear local Lyapunov exponent (NLLE) method in observations. Results show that the predictability limit of the CIO mode index can reach 38 days during boreal summer (from June to September), which is close to the upper predictability limit of intraseasonal precipitation (up to 40 days), and higher than the predictability limits of dynamical monsoon indices (under 3 weeks) and boreal summer intraseasonal oscillation (BSISO) indices (around 30 days). Such high predictability limit of the CIO mode index is mainly attributable to the long predictability limits from the intraseasonal sea surface temperature (SST) and intraseasonal zonal wind, which are the components of the CIO mode. As a result, the CIO mode is expected to extend the predictability of monsoonal precipitation, and benefits to improve the prediction skills of the ISM.