Zhikai Ni

An orientation-sensitive dynamic model for urban tunnel access-zone luminance: Integrating solar position and landscape geometry using 3D-printed model

The tunnel entrance represents a critical visual-environment interface, where tunnel access-zone luminance L 20 S directly impacts driver safety and overall tunnel lighting energy consumption. However, the L 20 S index is typically estimated using static values or simplified assu...