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5. Deployment Methodology

• Route planning: stratified sampling across neighborhoods, combining systematic transects and opportunistic sampling near points of interest.
• Sampling protocol: fixed walking/cycling speed targets, repeated passes at different times/days to capture temporal variability.
• Calibration procedure: collocate portable units with reference monitors before/after field campaigns; apply linear or multivariate calibration models.
• Metadata capture: operator IDs, weather, traffic conditions, start/stop times.

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Cross-Disciplinary Work: Blending music, art, and field recordings into a cohesive professional identity. Searching for a specific paper by Youri van