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DOI | 10.1016/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
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ISSN | 0169-8095 |
EISSN | 1873-2895 |
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 |
引用统计 | |
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 |
推荐引用方式 GB/T 7714 | 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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