NUMERICAL EVALUATION OF CONTRIBUTIONS OF POLLUTANT SOURCES EXTRACTED BY CONSTRAINED OBLIQUE ROTATIONAL FACTOR-ANALYSIS FOR PRECIPITATION DATA - EXTRACTION OF FEATURES OF PRECIPITATIONS AT HYOGO AND AKITA AREAS
T. Ozeki et al., NUMERICAL EVALUATION OF CONTRIBUTIONS OF POLLUTANT SOURCES EXTRACTED BY CONSTRAINED OBLIQUE ROTATIONAL FACTOR-ANALYSIS FOR PRECIPITATION DATA - EXTRACTION OF FEATURES OF PRECIPITATIONS AT HYOGO AND AKITA AREAS, Analytical sciences, 13(2), 1997, pp. 169-176
A statistical method developed by our group, ''the constrained oblique
rotational factor analysis'' enables feature reduction and grouping o
f the pollutant sources in precipitations from their chemical composit
ions. A study applied to the precipitations has indicated the necessit
y of the numerical evaluation of contributions of the extracted source
s. In this paper, a procedure for the numerical evaluation is demonstr
ated; and, as one application, the precipitations collected in Hyogo p
refecture are compared with those in Akita prefecture. The analysis ha
s proposed that an ion-balance check of the extracted pollutant source
gives a simple criterion about how many pollutant sources should be e
xtracted. As a result, the causes of lowering of the pH of the precipi
tation of these two areas are explained by two sources: 1) an acidic s
ource with sulfuric acid predominant brought over the Sea of Japan fro
m China by winter monsoons; and 2) another acidic source with sulfuric
acid and nitric acid predominant emitted domestically. The seasonal c
hanges of acidity of the precipitation of Japan depend upon the amount
s of these two contributions.