Assessment of trends in point rainfall using Continuous Wavelet Transforms

Md Mamunur Rashid, Simon Beecham, Rezaul Kabir Chowdhury

Research output: Contribution to journalArticlepeer-review

68 Citations (Scopus)

Abstract

The existence of trends in hydro-climatic variables such as rainfall is an indication of potential climate variability and climate change and the identification of such trends in rainfall is essential for the planning and design of sustainable water resources. This study focuses on identifying existing trends in annual, seasonal and monthly rainfall at thirteen stations in the Onkaparinga catchment in South Australia during the period 1960-2010. A relatively new trend detection approach, which combines a Continuous Wavelet Transform (CWT) with the Mann Kendall (MK) test, was applied in this study. The original rainfall time series was decomposed to different periodic components using a CWT and then the MK test was applied to detect the trends. One station showed a statistically significant (at the 5% level) negative trend for annual rainfall. Winter rainfall exhibited significant positive trends at four stations. In the case of monthly rainfall, significant positive trends were observed in June (at seven stations), November (at one station) and December (at one station). The study showed that the periodic components might have significant trends even when there are no significant trends in the original data. The periodic component that dominates the trend in the original data varies from season to season. A sequential Mann-Kendall analysis was found useful for identifying the trend turning points. Most of the trends, whether positive or negative, started during the mid-1970s to mid-1980s. The technique developed in this study may also be applied for trend detection of other hydro-climatic variables in other catchments, particularly where temporal and spatial variabilities are high.

Original languageEnglish
Pages (from-to)1-15
Number of pages15
JournalAdvances in Water Resources
Volume82
DOIs
Publication statusPublished - Aug 1 2015

Keywords

  • Continuous Wavelet Transform
  • Mann-Kendall trend test
  • Periodicity
  • Rainfall
  • Trend analysis

ASJC Scopus subject areas

  • Water Science and Technology

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