FOCUS-Africa multi-annual

The FOCUS-Africa multi-annual shiny app is an interactive website based on the R Shiny App package that includes annual and multi-annual forecasts of climate variables and drought indicators for the Southern African region (maps and timeseries of regional averages). The forecast quality is also displayed on the website to inform stakeholders about the trustworthiness of the forecasts for each specific region, forecast period, and variable or indicator.