Hard Skills
AdvancedMultispectral Image AnalysisThe process of analyzing and interpreting data collected from multiple bands of the electromagnetic spectrum to identify land cover types and environmental changes.
IntermediateGeographic Information Systems (GIS)Proficiency in software such as ArcGIS or QGIS to manage, analyze, and visualize spatial data.
AdvancedLiDAR Data ProcessingUsing Light Detection and Ranging data to generate high-resolution 3D models and digital elevation maps.
IntermediatePython Scripting for Geospatial AutomationWriting scripts using libraries like GDAL, ArcPy, or GeoPandas to automate repetitive data processing workflows.
IntermediateData Accuracy and Quality ControlApplying statistical methods and ground-truthing techniques to ensure the precision and reliability of satellite or aerial data.
IntermediatePhotogrammetryThe science of making reliable measurements by use of photographs and determining the geometric properties of objects.