Projection of the diurnal temperature range over Africa based on CMIP6 simulations. (April 2023)
- Record Type:
- Journal Article
- Title:
- Projection of the diurnal temperature range over Africa based on CMIP6 simulations. (April 2023)
- Main Title:
- Projection of the diurnal temperature range over Africa based on CMIP6 simulations
- Authors:
- Babaousmail, Hassen
Ayugi, Brian Odhiambo
Ojara, Moses
Ngoma, Hamida
Oduro, Collins
Mumo, Richard
Ongoma, Victor - Abstract:
- Abstract: Diurnal temperature range (DTR) is one of the key indicators of global climate change. In this study, a multi-model ensemble (MME) of five best-performing models over Africa from Coupled Model Intercomparison Project Phase 6 (CMIP6) under two socioeconomic scenarios (SSP2-4.5 and SSP5-8.5) were employed to compute the spatial variability of the future (2015–2100) DTR relative to the baseline period (1980–2014). The Modified Mann-Kendall Test (mMK) was used to analyze DTR trends, while Theil-Sen's slope estimator was used to assess the magnitude and significance of changes in future DTR. Boxplot plots are used to estimate the uncertainty of future trends relative to the baseline period. Results reveal that the annual DTR over most regions in Africa will decline under SSP5-8.5 scenarios except for the SWAF domain, where a slight increase is projected to occur. Likewise, the seasonal anomalies for DJF present a consistent decline in DTR over SAH (−0.2 °C), WAF (−0.8 °C), CAF (−0.4 °C), NEAF (−0.6 °C), and SEAF (−0.2 °C) under SSP5-8.5. Moreover, the JJA season showed a clear decline under SSP5-8.5 of up to −0.8 °C over CAF after 2050. Most of the continent is likely to experience a significant trend of −0.1 to −0.4/year. Furthermore, the CAF and NEAF regions showed a significant decline (−2.4/year) in DTR under both scenarios of SSP2-4.5 and SSP5-8.5 across the months and years. Large uncertainty is recorded during the DJF season and more predominately over the NEAF,Abstract: Diurnal temperature range (DTR) is one of the key indicators of global climate change. In this study, a multi-model ensemble (MME) of five best-performing models over Africa from Coupled Model Intercomparison Project Phase 6 (CMIP6) under two socioeconomic scenarios (SSP2-4.5 and SSP5-8.5) were employed to compute the spatial variability of the future (2015–2100) DTR relative to the baseline period (1980–2014). The Modified Mann-Kendall Test (mMK) was used to analyze DTR trends, while Theil-Sen's slope estimator was used to assess the magnitude and significance of changes in future DTR. Boxplot plots are used to estimate the uncertainty of future trends relative to the baseline period. Results reveal that the annual DTR over most regions in Africa will decline under SSP5-8.5 scenarios except for the SWAF domain, where a slight increase is projected to occur. Likewise, the seasonal anomalies for DJF present a consistent decline in DTR over SAH (−0.2 °C), WAF (−0.8 °C), CAF (−0.4 °C), NEAF (−0.6 °C), and SEAF (−0.2 °C) under SSP5-8.5. Moreover, the JJA season showed a clear decline under SSP5-8.5 of up to −0.8 °C over CAF after 2050. Most of the continent is likely to experience a significant trend of −0.1 to −0.4/year. Furthermore, the CAF and NEAF regions showed a significant decline (−2.4/year) in DTR under both scenarios of SSP2-4.5 and SSP5-8.5 across the months and years. Large uncertainty is recorded during the DJF season and more predominately over the NEAF, SEAF, WAF, and CAF regions, characterized by negative skews (−0.018 °C/year) and large interquartile ranges (−0.007 to −0.024) in both timescales. Future studies on the projected DTR may focus on the impacts of the variability of the DTR on sectors such as health and morbidity, crop yields, impact assessments, etc. Highlights: The five best-performing CMIP6 models were employed to compute the ensemble projection over Africa. The study area was divided into 9 sub-regions and two socioeconomic scenarios (SSP2-4.5 and SSP5-8.5) were considered. Results reveal that the annual DTR over most regions in Africa will decline under SSP5-8.5. Most of the continent is likely to experience a significant trend of −0.1 to −0.4/year. … (more)
- Is Part Of:
- Journal of African earth sciences. Volume 200(2023)
- Journal:
- Journal of African earth sciences
- Issue:
- Volume 200(2023)
- Issue Display:
- Volume 200, Issue 2023 (2023)
- Year:
- 2023
- Volume:
- 200
- Issue:
- 2023
- Issue Sort Value:
- 2023-0200-2023-0000
- Page Start:
- Page End:
- Publication Date:
- 2023-04
- Subjects:
- Temperature -- DTR -- Climate change -- CMIP6 -- Africa
Earth sciences -- Africa -- Periodicals
Earth sciences -- Middle East -- Periodicals
Geology -- Africa -- Periodicals
Geology -- Middle East -- Periodicals
Sciences de la terre -- Afrique -- Périodiques
Sciences de la terre -- Moyen-Orient -- Périodiques
Géologie -- Afrique -- Périodiques
Géologie -- Moyen-Orient -- Périodiques
Earth sciences
Geology
Africa
Middle East
Periodicals
Electronic journals
556.05 - Journal URLs:
- http://www.sciencedirect.com/science/journal/1464343X ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.jafrearsci.2023.104883 ↗
- Languages:
- English
- ISSNs:
- 1464-343X
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- Legaldeposit
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