Title :
The contamination range estimate method development of the non measurement seashore area
Author :
Park, Yong Up ; Kim, Joon Eel ; Chang, Joon Soo
Author_Institution :
Korea Electr. Power Corp., Daejeon
Abstract :
We accomplished the contamination range chart by intention decision tree algorithm which is one of among the data mining technique. The intention decision tree algorithm has been applied to the contamination relation numerical formula based on the variable as a topography factor (elevation, inclination, land use), rainfall of the relevant date. In order to establish a variable, we have used the equivalent salt deposit density (ESDD) for two years. The ESDD value has been measured every month from jan, 2005 to dec, 2006 in Korea seashore area 112 places. The contamination range of the non measure seashore area could be estimated by a previous measured variable (geomorphic factor, rainfall), ESDD and we have drew the contamination range map composed to 1 km2 unit within 20 km from the all seashore area in Korea.
Keywords :
data mining; decision trees; geophysics computing; numerical analysis; Korea seashore; contamination range estimate method development; data mining technique; equivalent salt deposit density; intention decision tree algorithm; nonmeasurement seashore area; topography factor; Area measurement; Contamination; Data mining; Databases; Decision trees; Pollution measurement; Position measurement; Predictive models; Sampling methods; Surfaces;
Conference_Titel :
Electrical Insulating Materials, 2008. (ISEIM 2008). International Symposium on
Conference_Location :
Mie
Print_ISBN :
978-4-88686-005-7
Electronic_ISBN :
978-4-88686-006-4
DOI :
10.1109/ISEIM.2008.4664577