Md. Cailas et al., AN INDICATOR OF SOLID-WASTE GENERATION POTENTIAL FOR ILLINOIS USING PRINCIPAL COMPONENTS-ANALYSIS AND GEOGRAPHIC INFORMATION-SYSTEMS, Journal of the Air & Waste Management Association [1995], 46(5), 1996, pp. 414-421
An indicator of solid waste generation potential (SWGP) is proposed as
a versatile means to assist the development of integrated solid waste
(SW) management plans. The proposed indicator is based on key socioec
onomic variables for the State of Illinois which were found to be high
ly correlated with variables describing the SW stream of the State. Th
e proposed indicator was derived by applying the principal components
analysis (PCA) technique. The technique is used to merge the rank tran
sformed socioeconomic variables into a single variable, the SWGP indic
ator, while maintaining the regional information of the original varia
bles. An innovative aspect of this indicator approach is the use of th
e ordinal scale for all these diverse variables. The validity of this
approach was assessed and the proposed indicator was found to be direc
tly proportional to a composite variable describing the SW stream for
the State of Illinois. The use of Geographic Information Systems (GIS)
to depict the spatial distribution of the SWGP will help planners vis
ualize the expected overall refuse generation pattern and to identify
critical regions. In addition, the proposed indicator could be used as
an instrument to validate the solid waste generation (SWG) quantities
reported by counties to state agencies.