Implement Fourier-Based Spatial Indexing for Fast Queries

[SuperJPcoder]

• Traditional GIS uses R-Trees for spatial queries—develop a Fourier equivalent that allows fast queries on transformed data.
• Ensure operations like point-in-polygon tests and nearest neighbor searches can be done directly on Fourier data using math.