1. San Francisco Urban Grid Resolution and Bridge Analysis
Geospatial Data EngineerBackground
A ride-hailing backend aggregates pickup clusters in San Francisco using H3 resolution 9 and needs to bridge records to a client application using S2 level 14.
Problem
Determine exact H3 and S2 identifiers, compute 1-ring neighbors, and measure coordinate quantization shift.
How to use
Input latitude 37.7796, longitude -122.4194, H3 resolution 9, S2 level 14, k-ring 1, and enable cell compaction.
{"latitude": 37.7796, "longitude": -122.4194, "h3Resolution": 9, "s2Level": 14, "kRing": 1, "showCompact": true}Outcome
Generates the resolution 9 H3 index, S2 64-bit ID, token, 7-cell k-ring set, and calculates exact round-trip drift in meters.