1 Project Overview This RPubs-ready practical analysis uses the Sababi Institute six-region Somaliland shapefile and combines: Administrative regions Average annual temperature from WorldClim Elevation / DEM Next 5-day rainfall forecast from CHIRPS3-GEFS The original project script specifies that the maps should be displayed in the RStudio Plot Pane. In this R Markdown/RPubs version, the same plots are also explicitly rendered inside the knitted HTML document, so the maps and charts become visible on the published RPubs page.

Climate data analysis with using world climate data Somalia, Kenya Ethiopia