Spatial indexes are data structures the support searches and computation that depend on geometric relationships between the stored data (k-nearest-neighbors, identify elements in a defined region, etc).

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If you’ve ever done spatial work with SQL Server, I hope you’ve come across the ‘nearest’ problem.