Foundations
Core Principles
- Store geometry with explicit SRID standards and validation checks.
- Optimize spatial queries through GiST indexes and tiled access patterns.
- Keep geospatial processing pipelines reproducible and auditable.
Execution
Implementation Patterns
- Spatial API endpoints for buffering, proximity, and intersection analysis.
- Hybrid batch plus near-real-time ingestion for telemetry and survey updates.
- Map-ready payload shaping to reduce client-side transformation overhead.
Production
Delivery Methodology
- Field-oriented workflows designed for offline and low-bandwidth conditions.
- Quality assurance on geometry integrity before downstream analytics.
Next Step
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