Multifractal analysis of malaria cases in India in a global warming scenario

被引:1
|
作者
Dwivedi, Suneet [1 ,2 ]
Chaturvedi, Shweta [1 ,2 ]
机构
[1] Univ Allahabad, K Banerjee Ctr Atmospher & Ocean Studiesh, Allahabad 211002, Uttar Pradesh, India
[2] Univ Allahabad, M N Saha Ctr Space Studies, Allahabad 211002, Uttar Pradesh, India
关键词
climate change; CMIP6; malaria; MFDFA; multifractal analysis; VECTRI; DETRENDED FLUCTUATION ANALYSIS; CLIMATE-CHANGE; TRANSMISSION; SERIES; TEMPERATURE; FORMALISM; DYNAMICS; RAINFALL; SIGNALS; IMPACT;
D O I
10.2166/wcc.2023.383
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
An effort is made to evaluate the multifractal properties of malaria cases in India from 1980 to 2014. The possible changes in these properties in a global warming scenario (during 2014-2049) are also quantified. The malaria cases for this purpose are derived from the VECTRI dyna-mical malaria model, which uses rainfall and temperature data of Coupled Model Intercomparison Project Phase 6 models for the historical and SSP5-8.5 projection scenario, respectively. It is found that the generalized Hurst exponent h (q) and multifractal spectrum width Ace are strongly nonlinear decreasing functions of order q, thus confirming the multifractal nature (and heterogeneous distribution) of the malaria cases in India. The multifractal spectrum of the malaria cases exhibits right-tailed nature along with high inter-model variability, suggesting that the time series under consideration are fine scale and highly complex in nature. The multifractal spectrum width and change in singu-larity dimension are used to quantify the strength of multifractality for the historical and future projection scenario. It is demonstrated that the strength of multifractality of malaria cases is likely to decrease with an increase in greenhouse gas concentration, which may be happening due to a persistent increase in malaria cases in India as a result of global warming.
引用
收藏
页码:1466 / 1481
页数:16
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