SABI Magazine 2019 October-November | Page 36

Climate Seasonal Climate Watch September 2019 to January 2020 Overview The El NiƱo-Southern Oscillation (ENSO) is currently in a neutral state and the forecast indicates that it will most likely remain in a neutral state for the coming seasons. ENSO forecasts are currently extremely uncertain with a wide variety of outcomes predicted by different forecasting centres. Usually when this is the case seasonal forecasts for the summer rainfall areas tend to be very uncertain as well. The uncertainty in the ENSO forecast seems to be reflected in the rainfall forecast for the summer rainfall areas as well. The late spring (Oct-Nov-Dec) period indicates confident forecasts that below- normal rainfall is more likely over the central and north-eastern parts of the country. Early-summer (Nov- Dec-Jan), however, indicates that above-normal rainfall is more likely for the same areas. This sudden change can be attributed to the uncertainty in the ENSO forecasts mentioned above. The threshold forecasts mainly indicate a higher number of rainfall days during the late-spring and early-summer seasons, further adding to the uncertainty of rainfall forecasts for the start of the summer season. With regards to temperatures, mostly higher than normal temperatures are expected for the northern most parts of the country from spring through to early-summer. The South African Weather Service will continue to monitor and provide updates of any future assessments that may provide more clarity on the current expectations for the coming seasons. Seasonal Totals and Averages Rainfall Frequency Predictions In an effort to improve the predictions made by the SCM, which struggles to produce reliable rainfall and temperature forecasts at a local scale, the Multi-Model System (MMS) has been implemented to statistically downscale various global forecasts, including the SCM and the Climate Forecasting System version 2 (CFSv2) administered by the National Oceanographic and Atmospheric Administration (NOAA). Below are the current three-season forecasts issued in August 2019. Three maps are shown for each season which include the raw MMS probabilistic prediction (left), the probabilistic prediction with skill masked out (middle) and the climatological average (right) for the specific season. The user is advised to consider the skill masked map (middle) as the official SAWS forecast, however, the two additional maps may be used as tools in such a case where skill for a specific area is deemed insufficient This product is a result of the SAWS operational multi-model system (MMS) where the 850-hPa geopotential heights hindcast outputs are first statistically recalibrated and downscaled to observed number of rainfall days exceeding desired thresholds (derived from high resolution 0.1 X 0.1 degree (ARCv2) African Rainfall Climatology version 2 rainfall dataset) within seasons of interest over South Africa by using model output statistics (MOS). The 850-hPa geopotential heights are used here because they are found to be the best predictor of rainfall over southern Africa. These forecasts can be used together with the traditional seasonal rainfall total forecasts in that it can indicate the frequency of rainfall days where seasonal rainfall forecast areas expect below- or above- normal conditions. September-October-November (SON) 2019 seasonal precipitation prediction without skill taken into account (left), as well as skill masked out (middle). Also included is the climatological average for SON (right, in mm) calculated over the period 1979-2009. October-November-December (OND) 2019 seasonal precipitation prediction without skill taken into account (left), as well as skill masked out (middle). Also included is the climatological average for OND (right, in mm) calculated over the period 1979-2009. September-October-November 2019 rainfall-days forecast. Forecast for high and low number of rainfall days exceeding 5 and 15mm without skill taken into account (left) and with skill taken into account (middle). Also included is the climatology for rainfall days (right) exceeding 5 and 15mm calculated over the period 1983-2009. For more information please contact: Cobus Olivier - Scientist: Prediction Research: [email protected] Website: www.weathersa.co.za - Weatherlines: 012 367 6000 and USSD - *120*7297# November-December-January (NDJ) 2019 seasonal precipitation prediction without skill taken into account (left), as well as skill masked out (middle). Also included is the climatological average for NDJ (right, in mm) calculated over the period 1979-2009. 34 SABI | OCTOBER/NOVEMBER 2019 Information supplied by