Answer
Buildings can channel and disturb wind, while dark roofs and streets can create stronger local heating and convection. Use site observations and conservative margins instead of transferring open field assumptions.
Explanation
Regional forecasts describe the air mass, not every street canyon or rooftop microclimate.