Observed trends and projections of temperature and precipitation in the Olifants River Catchment in South Africa

dc.contributor.authorAdeola, Abiodun Morakinyo
dc.contributor.authorKruger, Andries C.
dc.contributor.authorMakgoale, Thabo Elias
dc.contributor.authorBotai, Joel Ongego
dc.date.accessioned2022-11-07T11:14:45Z
dc.date.available2022-11-07T11:14:45Z
dc.date.issued2022-08-09
dc.descriptionDATA AVAILABILITY STATEMENT : The data process is done using R Software which includes several packages for mapping NetCDF data. Sample data and scripts used for this study are made available on Open Science Framework at https://osf.io/8rhn2 and https://osf.io/3d9j4.en_US
dc.description.abstractAmong the projected effects of climate change, water resources are at the center of the matrix. Certainly, the southern African climate is changing, consequently, localized studies are needed to determine the magnitude of anticipated changes for effective adaptation. Utilizing historical observation data over the Olifants River Catchment, we examined trends in temperature and rainfall for the period 1976–2019. In addition, future climate change projections under the RCP 4.5 and RCP 8.5 scenarios for two time periods of 2036–2065 (near future) and 2066–2095 (far future) were analysed using an ensemble of eight regional climate model (RCA4) simulations of the CORDEX Africa initiative. A modified Mann-Kendall test was used to determine trends and the statistical significance of annual and seasonal rainfall and temperature. The characteristics of extreme dry conditions were assessed by computing the Standardized Precipitation Index (SPI). The results suggest that the catchment has witnessed an increase in temperatures and an overall decline in rainfall, although no significant changes have been detected in the distribution of rainfall over time. Furthermore, the surface temperature is expected to rise significantly, continuing a trend already evident in historical developments. The results further indicate that the minimum temperatures over the Catchment are getting warmer than the maximum temperatures. Seasonally, the minimum temperature warms more frequently in the summer season from December to February (DJF) and the spring season from September to November (SON) than in the winter season from June to August (JJA) and in the autumn season from March to May (MAM). The results of the SPI affirm the persistent drought conditions over the Catchment. In the context of the current global warming, this study provides an insight into the changing characteristics of temperatures and rainfall in a local context. The information in this study can provide policymakers with useful information to help them make informed decisions regarding the Olifants River Catchment and its resources.en_US
dc.description.departmentGeography, Geoinformatics and Meteorologyen_US
dc.description.departmentSchool of Health Systems and Public Health (SHSPH)en_US
dc.description.librariandm2022en_US
dc.description.sponsorshipThe South32 mining company.en_US
dc.description.urihttp://www.plosone.orgen_US
dc.identifier.citationAdeola, A.M., Kruger, A., Elias Makgoale, T. & Botai, J.O. (2022) Observed trends and projections of temperature and precipitation in the Olifants River Catchment in South Africa. PLoS One 17(8): e0271974. https://doi.org/10.1371/journal.pone.0271974.en_US
dc.identifier.issn1932-6203 (online)
dc.identifier.other10.1371/ journal.pone.0271974
dc.identifier.urihttps://repository.up.ac.za/handle/2263/88169
dc.language.isoenen_US
dc.publisherPublic Library of Scienceen_US
dc.rights© 2022 Adeola et al. This is an open access article distributed under the terms of the Creative Commons Attribution License.en_US
dc.subjectClimate changeen_US
dc.subjectSeasonsen_US
dc.subjectRainen_US
dc.subjectDroughten_US
dc.subjectSpringen_US
dc.subjectSummeren_US
dc.subjectWinteren_US
dc.subjectSouth Africa (SA)en_US
dc.titleObserved trends and projections of temperature and precipitation in the Olifants River Catchment in South Africaen_US
dc.typeArticleen_US

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