Ibrahim Khalil

 Acquired spatial data from cadastral maps, historical records, drone-based aerial imagery, and field surveys.  Established and maintained a GNSS network; collected, processed and integrated GNSS data to ensure high precision geospatial positioning and mapping accuracy.  Executed QA/QC workflows in geospatial analysis, including digitizing, georeferencing, and spatial data validation using ArcGIS and QGIS.  Prepared project boundaries and GCP datasets to support drone flight operations.

 Sourced and managed multi-resolution datasets, including Landsat, Sentinel, Maxar archives, SRTM, and ground station data. Collected citizen-reported data through field visits, focus group discussions (FGDs), and questionnaires. Maintained and updated Geodatabases (GDB); logged and stored metadata; edited, cleaned, and prepared datasets using GIS, Remote Sensing, and GPS technologies. Authored technical reports and contributed to the preparation of draft manuscripts for peer-reviewed journals.