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  1. QGIS: A free and open-source GIS software suite that provides a wide range of tools and features for creating, analyzing, and visualizing spatial data.
  2. GRASS GIS: A free and open-source GIS software suite that provides a wide range of tools and features for creating, analyzing, and visualizing spatial data.
  3. Google Earth: A free software suite that provides a wide range of tools and features for visualizing and exploring spatial data.

d) Professional Ethics

In GIS and data science fields, using unlicensed software undermines trust with employers, clients, and collaborators who require verifiable, legitimate workflows. QGIS : A free and open-source GIS software

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