Table 1 Indicators of block morphology.

From: Understanding the role of urban block morphology in innovation vitality through explainable machine learning

Type

Feature

Indicator

Definition

Morphological features

Building scale

Average built-up area (ABA)

The average area of land used by buildings within a grid

Average building volume (ABV)

The average volume of buildings within a grid

Average building height (ABH)

The average height of buildings within a grid

Block compactness

Building density (BD)

The ratio of the total footprint area of buildings to the total area of the grid

Block morphology diversity

Variance in building height (VBH)

The standard deviation of building heights within a grid

Complexity of building form (CBF)

The ratio of average floor area to average perimeter

Block spatial intensity

Floor area ratio (FAR)

The ratio of the total floor area of buildings to the area of the grid

Structure features

Block functional structure

Predominant land use (PLU)

The type of Points of Interest (POIs) that occupies the largest proportion within a grid

Land use diversity (LUD)

The Shannon diversity index of different types of POIs within a grid

Block connectivity

Street network density (SND)

The ratio of the total length of streets to the area of the grid

Block ecological structure

Green space ratio (GSR)

The ratio of green space area to the total area of the grid