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https://dspace.iiti.ac.in/handle/123456789/6287
Title: | Assessment of drought trend and variability in India using wavelet transform |
Authors: | Goyal, Manish Kumar |
Keywords: | Discrete wavelet transforms;Continuous wavelet transforms;Global wavelet spectrums;Mann-Kendall;Periodic components;Standardized precipitation index;Trend analysis;Trend tests;Drought;drought;extreme event;periodicity;precipitation assessment;regional climate;temporal variation;trend analysis;wavelet analysis;India |
Issue Date: | 2020 |
Publisher: | Taylor and Francis Ltd. |
Citation: | Sharma, A., & Goyal, M. K. (2020). Assessment of drought trend and variability in india using wavelet transform. Hydrological Sciences Journal, 65(9), 1539-1554. doi:10.1080/02626667.2020.1754422 |
Abstract: | This paper presents an analysis of trends in six drought variables at 566 stations across India over the period 1901–2002. Six drought variables were computed using standardized precipitation index (SPI). The Mann-Kendall (MK) trend test and Sen’s slope estimator were used for trend analysis of drought variables. Discrete wavelet transform (DWT) was used to identify the dominant periodic components in trends, whereas the significance of periodic components was examined using continuous wavelet transform (CWT) based global wavelet spectrum (GWS). Our results show an increasing trend in droughts in eastern, northeastern and extreme southern regions, and a decreasing trend in the northern and southern regions of the country. The periodic component influencing the trend was 2–4 years in south, 4–8 years in west, east and northeast, 8–64 years in central parts and 32–128 years in the north; however, most of the periodic components were not statistically significant. © 2020, © 2020 IAHS. |
URI: | https://doi.org/10.1080/02626667.2020.1754422 https://dspace.iiti.ac.in/handle/123456789/6287 |
ISSN: | 0262-6667 |
Type of Material: | Journal Article |
Appears in Collections: | Department of Civil Engineering |
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