Anatomy of an extended drought in part of the Eastern Cape Province, South Africa

<p>The city of Grahamstown in the Eastern Cape Province of South Africa has been experiencing an extended period of below average rainfall for more than 7 years. The public perception of this drought is that it could be a consequence of climate change and represents the new ‘normal’ for this area. This study looks at this drought in the context of daily rainfall records extending back to the start of the 20<sup>th</sup> century. The rainfall data are analysed in several ways to determine if this drought is really exceptional and to try and identify any unique characteristics of the recent drought period. The analyses are all relatively simple non-statistical methods, largely because statistical trend tests are considered by the author to frequently suggest results that are more artifacts of the data analysis methods than real, particularly in data sets that show cyclical trends (frequently shown to be one of the key characteristics of South African rainfall data).  </p><p>A relatively simple analysis using the cumulative departure of monthly rainfall totals from the calendar month means shows a systematic downward slope since 2014 (Figure 1). However, there was a similar general downward trend between 1940 and 1960, as well as between 1980 and 1990, suggesting that, from this perspective, the current period is not exceptional. A comparative analysis using a similarly long rainfall record for a farm located in a drier area, but only 20 km from the city, shows a relatively different pattern of historical rainfall variations.</p><p>Other types of analysis using different rainfall characteristics show different things. The rainfall data for over 120 years are also used to force a hydrological model to generate simulated streamflow, groundwater recharge and soil moisture storage to further investigate the drought characteristics from a broader perspective than simply the rainfall data themselves. The rainfall data are also used to simulate the performance of a domestic rainwater storage tank to investigate the feasibility of using household level interventions to mitigate against deficiencies in the municipal water supply.    </p><p><img src="data:image/jpeg;base64, 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