| Alimonti, G., L. Mariani, F. Prodi, and R. A. Ricci, 2022: A critical assessment of extreme events trends in times of global warming. The European Physical Journal Plus, 137, 112, https://doi.org/10.1140/epjp/s13360-021-02243-9. |
| Allen, M. J., and C. C. Lee, 2014: Investigating high mortality during the cold season: Mapping mean weather patterns of temperature and pressure. Theor. Appl. Climatol., 118, 419−428, https://doi.org/10.1007/s00704-013-1075-x. |
| Barimalala, R., R. C. Blamey, F. Desbiolles, and C. J. C. Reason, 2020: Variability in the Mozambique Channel Trough and impacts on southeast African rainfall. J. Climate, 33, 749−765, https://doi.org/10.1175/JCLI-D-19-0267.1. |
| Baudoin, M. A., C. Vogel, K. Nortje, and M. Naik, 2017: Living with drought in South Africa: Lessons learnt from the recent El Niño drought period. International Journal of Disaster Risk Reduction, 23, 128−137, https://doi.org/10.1016/j.ijdrr.2017.05.005. |
| Behera, S. K., and T. Yamagata, 2001: Subtropical SST dipole events in the southern Indian Ocean. Geophys. Res. Lett., 28, 327−330, https://doi.org/10.1029/2000GL011451. |
| Benjamini, Y., and D. Yekutieli, 2001: The control of the false discovery rate in multiple testing under dependency. The Annals of Statistics, 29, 1165−1188, https://doi.org/10.1214/aos/1013699998. |
| Burls, N. J., R. C. Blamey, B. A. Cash, E. T. Swenson, A. Al Fahad, M. J. M. Bopape, D. M. Straus, and C. J. C. Reason, 2019: The Cape Town “Day Zero” drought and Hadley cell expansion. npj Climate and Atmospheric Science, 2, 27, https://doi.org/10.1038/s41612-019-0084-6. |
| Clark, C. A., and P. W. Arritt, 1995: Numerical simulations of the effect of soil moisture and vegetation cover on the development of deep convection. J. Appl. Meteorol., 34, 2029−2045, https://doi.org/10.1175/1520-0450(1995)034<2029:NSOTEO>2.0.CO;2. |
| Compagnucci, R. H., and M. B. Richman, 2008: Can principal component analysis provide atmospheric circulation or teleconnection patterns? International Journal of Climatology, 28, 703−726, https://doi.org/10.1002/joc.1574. |
| Dieppois, B., M. Rouault, and M. New, 2015: The impact of ENSO on Southern African rainfall in CMIP5 ocean atmosphere coupled climate models. Climate Dyn., 45, 2425−2442, https://doi.org/10.1007/s00382-015-2480-x. |
| Ding, Q. H., E. J. Steig, D. S. Battisti, and J. M. Wallace, 2012: Influence of the tropics on the southern annular mode. J. Climate, 25, 6330−6348, https://doi.org/10.1175/JCLI-D-11-00523.1. |
| Engelbrecht, C. J., and W. A. Landman, 2016: Interannual variability of seasonal rainfall over the Cape south coast of South Africa and synoptic type association. Climate Dyn., 47, 295−313, https://doi.org/10.1007/s00382-015-2836-2. |
| Engelbrecht, C. J., W. A. Landman, F. A. Engelbrecht, and J. Malherbe, 2015a: A synoptic decomposition of rainfall over the Cape south coast of South Africa. Climate Dyn., 44, 2589−2607, https://doi.org/10.1007/s00382-014-2230-5. |
| Fauchereau, N., B. Pohl, C. J. C. Reason, M. Rouault, and Y. Richard, 2009: Recurrent daily OLR patterns in the Southern Africa/Southwest Indian Ocean region, implications for South African rainfall and teleconnections. Climate Dyn., 32, 575−591, https://doi.org/10.1007/s00382-008-0426-2. |
| Flato, G., and Coauthors, 2014: Evaluation of climate models. Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, T. F. Stocker et al., Eds., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 741−866. |
| Gillett, N. P., T. D. Kell, and P. D. Jones, 2006: Regional climate impacts of the Southern Annular Mode. Geophys. Res. Lett., 33, L23704, https://doi.org/10.1029/2006GL027721. |
| Hart, N. C. G., C. J. C. Reason, and N. Fauchereau, 2013: Cloud bands over southern Africa: Seasonality, contribution to rainfall variability and modulation by the MJO. Climate Dyn., 41, 1199−1212, https://doi.org/10.1007/s00382-012-1589-4. |
| Hendon, H. H., D. W. J. Thompson, and M. C. Wheeler, 2007: Australian rainfall and surface temperature variations associated with the Southern Hemisphere annular mode. J. Climate, 20, 2452−2467, https://doi.org/10.1175/JCLI4134.1. |
| Hersbach, H., and Coauthors, 2020: The ERA5 global reanalysis. Quart. J. Roy. Meteor. Soc., 146, 1999−2049, https://doi.org/10.1002/qj.3803. |
| Hoell, A., C. Funk, T. Magadzire, J. Zinke, and G. Husak, 2015: El Niño–Southern Oscillation diversity and southern Africa teleconnections during austral summer. Climate Dyn., 45, 1583−1599, https://doi.org/10.1007/s00382-014-2414-z. |
| Ibebuchi, C. C., 2021a: On the relationship between circulation patterns, the southern annular mode, and rainfall variability in Western Cape. Atmosphere, 12, 753, https://doi.org/10.3390/atmos12060753. |
| Ibebuchi, C. C., 2021b: Revisiting the 1992 severe drought episode in South Africa: The role of El Niño in the anomalies of atmospheric circulation types in Africa south of the equator. Theor. Appl. Climatol., 146, 723−740, https://doi.org/10.1007/s00704-021-03741-7. |
| Ibebuchi, C. C., 2022a: Circulation type analysis of regional hydrology: The added value in using CMIP6 over CMIP5 simulations as exemplified from the MPI-ESM-LR model. Journal of Water and Climate Change, 13(2), 1046−1055, https://doi.org/10.2166/wcc.2021.262. |
| Ibebuchi, C. C., 2022b: Future trends in atmospheric circulation patterns over Africa south of the equator. Journal of Water and Climate Change, 13, 4194−4212, https://doi.org/10.2166/wcc.2022.172. |
| Ibebuchi, C. C., 2022c: Can synoptic patterns influence the track and formation of tropical cyclones in the Mozambique Channel? AIMS Geosciences, 8, 33−51, https://doi.org/10.3934/geosci.2022003. |
| Ibebuchi, C. C., 2023a: Circulation patterns linked to the positive sub-tropical Indian Ocean dipole. Adv. Atmos. Sci., 40, 110−128, https://doi.org/10.1007/s00376-022-2017-2. |
| Ibebuchi, C. C., 2023b: Patterns of atmospheric circulation linking the positive tropical Indian Ocean dipole and southern African rainfall during summer. Journal of Earth System Science, 132, 13, https://doi.org/10.1007/s12040-022-02025-6. |
| Ibebuchi, C. C., and Richman, M. B., Circulation typing with fuzzy rotated T-mode principal component analysis, 2023: methodological considerations. Theor Appl Climatol, 153, 495−523, https://doi.org/10.1007/s00704-023-04474-5. |
| Jury, M. R., 2015: Passive suppression of South African rainfall by the Agulhas Current. Earth Interactions, 19, 1−14, https://doi.org/10.1175/EI-D-15-0017.1. |
| Knittel, N., M. W. Jury, B. Bednar-Friedl, G. Bachner, and A. K. Steiner, 2020: A global analysis of heat-related labour productivity losses under climate change—implications for Germany’s foreign trade. Climatic Change, 160, 251−269, https://doi.org/10.1007/s10584-020-02661-1. |
| Lee, C. C., and S. C. Sheridan, 2018: A new approach to modeling temperature-related mortality: Non-linear autoregressive models with exogenous input. Environ. Res., 164, 53−64, https://doi.org/10.1016/j.envres.2018.02.020. |
| Lennard, C., and G. Hegerl, 2015: Relating changes in synoptic circulation to the surface rainfall response using self-organising maps. Climate Dyn., 44, 861−879, https://doi.org/10.1007/s00382-014-2169-6. |
| Liu, F., B. Wang, Y. Ouyang, H. Wang, S. B. Qiao, G. S. Chen, and W. J. Dong, 2022: Intraseasonal variability of global land monsoon precipitation and its recent trend. npj Climate and Atmospheric Science, 5, 30, https://doi.org/10.1038/s41612-022-00253-7. |
| Lyon, B., and S. J. Mason, 2007: The 1997-98 summer rainfall season in southern Africa. Part I: Observations. J. Climate, 20, 5134−5148, https://doi.org/10.1175/JCLI4225.1. |
| Mahlalela, P. T., R. C. Blamey, and C. J. C. Reason, 2019: Mechanisms behind early winter rainfall variability in the southwestern Cape, South Africa. Climate Dyn., 53, 21−39, https://doi.org/10.1007/s00382-018-4571-y. |
| Malherbe, J., W. A. Landman, and F. A. Engelbrecht, 2014: The bi-decadal rainfall cycle, Southern Annular Mode and tropical cyclones over the Limpopo River Basin, southern Africa. Climate Dyn., 42, 3121−3138, https://doi.org/10.1007/s00382-013-2027-y. |
| Manatsa, D., C. H. Matarira, and G. Mukwada, 2011: Relative impacts of ENSO and Indian Ocean dipole/zonal mode on east SADC rainfall. International Journal of Climatology, 31, 558−577, https://doi.org/10.1002/joc.2086. |
| Manatsa, D., T. Mushore, and A. Lenouo, 2017: Improved predictability of droughts over southern Africa using the standardized precipitation evapotranspiration index and ENSO. Theor. Appl. Climatol., 127, 259−274, https://doi.org/10.1007/s00704-015-1632-6. |
| Morioka, Y., K. Takaya, S. K. Behera, and Y. Masumoto, 2015: Local SST impacts on the summertime Mascarene high variability. J. Climate, 28, 678−694, https://doi.org/10.1175/JCLI-D-14-00133.1. |
| Pirhalla, D. E., C. C. Lee, S. C. Sheridan, and V. Ransibrahmanakul, 2022: Atlantic coastal sea level variability and synoptic-scale meteorological forcing. J. Appl. Meteorol. Climatol., 61, 205−222, https://doi.org/10.1175/JAMC-D-21-0046.1. |
| Reason, C. J. C., 2001: Subtropical Indian Ocean SST dipole events and southern African rainfall. Geophys. Res. Lett., 28, 2225−2227, https://doi.org/10.1029/2000GL012735. |
| Reason, C. J. C., and D. Jagadheesha, 2005: A model investigation of recent ENSO impacts over southern Africa. Meteorol. Atmos. Phys., 89, 181−205, https://doi.org/10.1007/s00703-005-0128-9. |
| Reason, C. J. C., and M. Rouault, 2005: Links between the Antarctic Oscillation and winter rainfall over western South Africa. Geophys. Res. Lett., 32, L07705, https://doi.org/10.1029/2005GL022419. |
| Roffe, S. J., and A. J. van der Walt, 2023: Representation and evaluation of southern Africa's seasonal mean and extreme temperatures in the ERA5-based reanalysis products. Atmospheric Research, 284, 106591, https://doi.org/10.1016/j.atmosres.2022.106591. |
| Saji, N. H., B. N. Goswami, P. N. Vinayachandran, and T. Yamagata, 1999: A dipole mode in the tropical Indian Ocean. Nature, 401, 360−363, https://doi.org/10.1038/43854. |
| Sheridan, S. C., and P. G. Dixon, 2017: Spatiotemporal trends in human vulnerability and adaptation to heat across the United States. Anthropocene, 20, 61−73, https://doi.org/10.1016/j.ancene.2016.10.001. |
| Sheridan, S. C., and C. C. Lee, 2018: Temporal trends in absolute and relative extreme temperature events across North America. J. Geophys. Res.: Atmos., 123, 11 889−11 898, https://doi.org/10.1029/2018JD029150. |
| Sheridan, S. C., C. C. Lee, and M. J. Allen, 2019: The mortality response to absolute and relative temperature extremes. International Journal of Environmental Research and Public Health, 16, 1493, https://doi.org/10.3390/ijerph16091493. |
| Silvestri, G., and C. Vera, 2009: Nonstationary impacts of the southern annular mode on Southern Hemisphere climate. J. Climate, 22, 6142−6148, https://doi.org/10.1175/2009JCLI3036.1. |
| Tran, D. X., F. Pla, P. Latorre-Carmona, S. W. Myint, M. Caetano, and H. V. Kieu, 2017: Characterizing the relationship between land use land cover change and land surface temperature. ISPRS Journal of Photogrammetry and Remote Sensing, 124, 119−132, https://doi.org/10.1016/j.isprsjprs.2017.01.001. |
| Vigaud, N., Y. Richard, M. Rouault, and N. Fauchereau, 2009: Moisture transport between the South Atlantic Ocean and southern Africa: Relationships with summer rainfall and associated dynamics. Climate Dyn., 32, 113−123, https://doi.org/10.1007/s00382-008-0377-7. |
| Wolski, P., C. Jack, M. Tadross, L. van Aardenne, and C. Lennard, 2018: Interannual rainfall variability and SOM-based circulation classification. Climate Dyn., 50, 479−492, https://doi.org/10.1007/s00382-017-3621-1. |