At the end of this module the students should be able to: 

  • Integrate multiple spatial and non-spatial datasets into a unified GIS database.

  • Develop and maintain accurate spatial layers (points, lines, polygons, rasters) for the study area.

  • Perform GIS data cleaning, editing, and transformation to prepare datasets for analysis.

  • Conduct spatial analysis and generate maps to support decision-making across study periods.