Ik doe lulc mapping met satellietbeelden en gis

Hello, I’m Salina Gurung, a Geomatics Engineering professional with hands-on experience in GIS, Remote Sensing, and Geospatial Data Science. I specialize in geospatial mapping, spatial analysis, automation, and data visualization using QGIS, ArcGIS, ArcPy, and Python. I work with raster, vector, and attribute data for accurate mapping and analysis, and have experience in NDVI, LULC, satellite image processing, and change detection. I also develop machine learning models such as CNN-LSTM, Random Forest, and XGBoost for spatial estimation and forecasting, including air quality index prediction.