Research Article

Machine Learning and Statistical Test–Based Culvert Condition Impact Factor Analysis

Table 3

Definitions of input variables.

Variable nameDefinition

AgeAge of the culvert
Number of cellsThe number of culvert cells
Broken backWhether the culvert has broken back
Culvert shapeShape of the culvert
SpanDistance between inside faces of the culvert
RiseThe maximum rise of the culvert
SlopeThe slope of the culvert
LengthLength of the culvert
Closed systemWhether the system is closed
Abrasive conditionsThe presence of granular material
pHThe pH of the water in the culvert
ADTAverage daily traffic counts
Cover heightHeight of cover above the culvert