Lesson 1Ambiguity in 3D Data RepresentationNavigating uncertainty and conflicting data in 3D GIS models.Start2 Micro-lessonsMicro lesson 1Conflicting Elevation SourcesMicro lesson 2Ambiguous Boundaries in 3D Models
Lesson 2Scaling and System LimitsRecognizing nonlinear failures and system bottlenecks in 3D GIS.Start2 Micro-lessonsMicro lesson 1Performance vs. Detail Trade-offMicro lesson 2Unexpected Scaling Failures
Lesson 3Long-term Impact of 3D DecisionsUnderstanding compounding errors and delayed consequences in 3D GIS workflows.Start2 Micro-lessonsMicro lesson 1Accumulated Small ErrorsMicro lesson 2Premature Optimization Consequences