GSTDTAP  > 地球科学
DOI10.1016/j.atmosres.2018.10.007
Exploring the pre- and summer-monsoon surface air temperature over eastern India using Shannon entropy and temporal Hurst exponents through rescaled range analysis
Karmakar, Soumyodipta1; Goswami, Senjuti2; Chattopadhyay, Surajit1
2019-03-01
发表期刊ATMOSPHERIC RESEARCH
ISSN0169-8095
EISSN1873-2895
出版年2019
卷号217页码:57-62
文章类型Article
语种英语
国家India; Singapore
英文摘要

The present paper reports a thorough statistical elucidation of the time series of surface temperature in monthly as well as seasonal scale over eastern India during pre-monsoon (March-May) and summer monsoon (June-September) in India. Climate risk is a challenge to millions of people whose livelihood is dependent on agriculture. Considering data for the period of 1901-2007, the autocorrelation functions for both the seasons have been investigated for persistence and an absence of long-term memory has been detected in all the cases. The intrinsic uncertainty has been quantified through Shannon-entropy by framing an appropriate probability distribution and the entropy has been computed for monthly as well as seasonal scales. Finally, using rescaled range analysis, the Hurst exponents have been computed and finally the surface temperature time series has been observed to be anti-persistent for pre-monsoon and Brownian for summer-monsoon months.


英文关键词Surface temperature time-series Pre-monsoon Summer-monsoon Autocorrelation function Shannon entropy Hurst exponent
领域地球科学
收录类别SCI-E
WOS记录号WOS:000452931100006
WOS关键词INTERANNUAL VARIABILITY ; METEOROLOGICAL DROUGHT ; CLIMATE-CHANGE ; TIME-SERIES ; RAINFALL ; TRENDS ; AUTOCORRELATION ; EXTREMES ; REGION ; ONSET
WOS类目Meteorology & Atmospheric Sciences
WOS研究方向Meteorology & Atmospheric Sciences
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文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/38153
专题地球科学
作者单位1.Amity Univ, Dept Math, Major Arterial Rd,Act Area 2, Kolkata 700135, India;
2.Amity Global Inst, Dept Management, 3 Kay Siang Rd, Singapore 248923, Singapore
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Karmakar, Soumyodipta,Goswami, Senjuti,Chattopadhyay, Surajit. Exploring the pre- and summer-monsoon surface air temperature over eastern India using Shannon entropy and temporal Hurst exponents through rescaled range analysis[J]. ATMOSPHERIC RESEARCH,2019,217:57-62.
APA Karmakar, Soumyodipta,Goswami, Senjuti,&Chattopadhyay, Surajit.(2019).Exploring the pre- and summer-monsoon surface air temperature over eastern India using Shannon entropy and temporal Hurst exponents through rescaled range analysis.ATMOSPHERIC RESEARCH,217,57-62.
MLA Karmakar, Soumyodipta,et al."Exploring the pre- and summer-monsoon surface air temperature over eastern India using Shannon entropy and temporal Hurst exponents through rescaled range analysis".ATMOSPHERIC RESEARCH 217(2019):57-62.
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