GeoPandas Spatial Analysis

Geospatial data analysis using geopandas for vector data and xarray for multidimensional climate/weather datasets.

When to Use

• Loading and analyzing shapefiles, GeoJSON, GeoPackage
• Spatial joins, intersections, buffers, and dissolves
• Climate and weather data from NetCDF files
• CRS transformations and geographic projections
• Map visualization and choropleth maps
• Area, distance, and geometric calculations

When NOT to Use